AITradeX - Advanced Stock Analysis System

A comprehensive stock analysis system that combines technical, fundamental, and predictive analysis with AI-powered insights.

Features

• Technical Analysis
• Fundamental Analysis
• Sentiment Analysis
• Predictive Modeling (ARIMA, SARIMA, Prophet)
• AI-Powered Recommendations

Project Structure

AITradeX/
├── data/               # Data storage and management
├── models/            # Predictive models
├── analysis/          # Analysis modules
├── utils/             # Utility functions
├── config/            # Configuration files
└── main.py            # Main application entry point

Installation

1. Clone the repository:

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

2. Install dependencies:

pip install -r requirements.txt

3. Set up environment variables: Create a .env file with your API keys:

GOOGLE_API_KEY=your_google_api_key
GROQ_API_KEY=your_groq_api_key

Usage

Run the main script:

python main.py

Follow the prompts to:

1. Enter stock ticker
2. Specify investment duration
3. Set training period

Analysis Components

1. Technical Analysis

   • Moving averages
   • RSI
   • MACD
   • Volume analysis

2. Fundamental Analysis

   • Financial metrics
   • Valuation ratios
   • Growth indicators

3. Sentiment Analysis

   • News sentiment
   • Market sentiment
   • Social media sentiment

4. Predictive Analysis

   • ARIMA model
   • SARIMA model
   • Prophet model
   • Combined forecasts

Output

The system generates:

• Detailed analysis reports
• Price predictions
• Risk assessments
• Investment recommendations
• Visualization plots

License

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