Real-Time Stock Market Tracker

Overview

The Real-Time Stock Market Tracker is a Streamlit web application that provides real-time stock market tracking, historical data visualization, stock price prediction, watchlist functionality, and related news articles for selected stocks.

Features

• Stock Selection by Index: Choose a stock index and select a company from it.
• Real-Time Stock Data: Fetch the latest stock prices using Yahoo Finance.
• Historical Data Visualization: Display historical price trends using interactive Plotly charts.
• Stock Price Prediction: Predict future stock prices using Linear Regression.
• Watchlist Functionality: Add selected stocks to a personal watchlist.
• Stock News Updates: Retrieve and display the latest news articles related to the selected stock using NewsAPI.

Technologies Used

• Python
• Streamlit: For building the interactive web app.
• Yahoo Finance (yfinance): To fetch real-time stock data.
• Pandas: For data manipulation.
• Plotly: For data visualization.
• Scikit-learn: For Linear Regression-based stock price prediction.
• Requests: To fetch news articles from NewsAPI.

Installation

Prerequisites

Ensure you have Python installed (version 3.x recommended).

Steps

1. Clone the repository:

   git clone https://github.com/dkconnect/smtt.git

2. Navigate to the project directory:

   cd smtt

3. Install the required dependencies:

   pip install -r requirements.txt

4. Run the application:

   streamlit run app.py

Usage

1. Select a stock index and choose a company.
2. View real-time stock data.
3. Click Show Historical Data to see stock price trends.
4. Click Predict Stock Prices to generate stock price predictions.
5. Click Add to Watchlist to save stocks for future tracking.
6. Click Show News to fetch the latest news articles.

API Key Setup

To enable the news fetching feature, replace the placeholder API key in the get_news function with your NewsAPI key. You can obtain one at NewsAPI.

License

© 2024 DK - Lucifer. All rights reserved.

Author

DK - Lucifer