DataPrep Pro - Data Cleaning and Preprocessing Tool

A comprehensive application for data cleaning, preprocessing, feature engineering, and encoding - designed for data science students, data analysts, and machine learning professionals.

🚀 Features

• Data Cleaning: Remove special characters, handle missing values, standardize formats
• Feature Engineering: Create interaction features, polynomial features, datetime extraction
• Encoding: Label encoding and one-hot encoding for categorical variables
• File Support: CSV, Excel, JSON, Text files
• Batch Processing: Process multiple files simultaneously
• Smart Merging: Automatic merging based on common columns
• Multiple Export Formats: CSV, Excel, JSON
• Machine Learning Ready: Outputs cleaned data ready for ML models
• Data Analytics: Prepares data for exploratory analysis and visualization

📦 Installation

Option 1: Run from Source

# Clone the repository
git clone https://github.com/ahmedkansulum/DataPrep-Pro.git
cd DataPrep-Pro

# Install dependencies
pip install -r requirements.txt

# Run the application
python src/main.py