GPT4O Stock Analyzer

A comprehensive stock analysis tool that combines financial data analysis, news sentiment analysis, and social media insights to provide detailed stock comparisons and portfolio analysis.

Features

• Stock Comparison: Compare multiple stocks with detailed financial metrics
• Portfolio Analysis: Analyze your investment portfolio with sector breakdowns and performance metrics
• News Analysis: Track and analyze news sentiment for stocks
• Social Media Integration: Monitor social media sentiment from Twitter and Reddit
• Data Export: Export analysis results in multiple formats (JSON, MD, PNG)
• Interactive CLI: User-friendly command-line interface with rich formatting

Installation

1. Clone the repository:

git clone https://github.com/yourusername/gpt4o_stock_analyzer.git
cd gpt4o_stock_analyzer

2. Install dependencies:

pip install -r requirements.txt

3. Set up environment variables: Create a .env file in the project root with the following variables:

OPENAI_API_KEY=your_openai_api_key
TWITTER_API_KEY=your_twitter_api_key
TWITTER_API_SECRET=your_twitter_api_secret
REDDIT_CLIENT_ID=your_reddit_client_id
REDDIT_CLIENT_SECRET=your_reddit_client_secret

Usage

Basic Stock Comparison

python gpt4o_stock_comparator.py compare AAPL MSFT GOOGL

Portfolio Analysis

python gpt4o_stock_comparator.py portfolio --stocks AAPL MSFT GOOGL --weights 0.4 0.3 0.3

News Analysis

python gpt4o_stock_comparator.py news AAPL --days 7

Social Media Analysis

python gpt4o_stock_comparator.py social AAPL --platform twitter

Project Structure

• gpt4o_stock_comparator.py: Main script for stock comparison and analysis
• analysis.py: Core analysis functions
• news.py: News gathering and sentiment analysis
• social.py: Social media data collection and analysis
• export.py: Data export functionality
• cli.py: Command-line interface implementation
• utils.py: Utility functions
• tests/: Test suite

Contributing

1. Fork the repository
2. Create your feature branch (git checkout -b feature/AmazingFeature)
3. Commit your changes (git commit -m 'Add some AmazingFeature')
4. Push to the branch (git push origin feature/AmazingFeature)
5. Open a Pull Request

License

This project is licensed under the MIT License - see the LICENSE file for details.

Acknowledgments

• OpenAI for GPT-4 integration
• Yahoo Finance for financial data
• Twitter and Reddit APIs for social media data
• All contributors who have helped improve this project