Stock Analysis & Prediction Dashboard 📈

🚀 View the Live Application Here!

What Can You Do With This App?

I've split the app into three simple tools:

1. 📊 Stock Analysis

2. 🔮 Stock Prediction

3. 💹 CAPM Analysis

📂 Project Structure

The project is organized in a modular way that is easy to understand and maintain. This is the standard structure for a multi-page Streamlit application.

trading-app/
│── Trading_App.py              # Main homepage of the app
│── requirements.txt            # List of necessary Python libraries
│
├── pages/                      # Contains all app pages
│   ├── 1_Stock_Analysis.py    
│   ├── 2_Stock_Prediction.py  
│   └── 3_CAPM_Analysis.py    
│
├── utils/                 # Helper functions
│   ├── __init__.py        # Makes 'utils' a package
│   ├── capm_logic.py      # CAPM calculations
│   ├── model_train.py     # Forecasting model logic
│   └── plotly_figure.py   # Chart creation functions

For Developers: How to Run This on Your Computer

If you're a fellow coder and want to run this project yourself, here’s how:

1. Download the Code

This command copies all the project files to your machine.

git clone https://github.com/apooorv19/Stock-Analysis-and-Prediction.git

cd Stock-Analysis-and-Prediction

2. Install the Required Tools

This single command installs all the libraries the project needs to work.

pip install -r requirements.txt

3. Run the App

This command will start the application on your computer.

streamlit run Trading_App.py

Disclaimer: This is an educational project created to showcase programming and data analysis skills. The information and predictions provided are not financial advice.