Stock Market Analysis Dashboard

A Streamlit web application for analyzing stocks with real-time Yahoo Finance data, technical indicators, and price forecasting.

Features

• Real-time Stock Data from Yahoo Finance
• Technical Indicators (SMA 20/50, RSI 14, MACD)
• Volume Analysis with color-coded charts
• 30-day Price Forecasting
• Portfolio Comparison for multiple stocks
• Statistical Analysis (volatility, skewness, kurtosis)

Quick Start

1. Clone the repository:

   git clone https://github.com/saimtec/Stock-Market-Analysis.git
   cd Stock-Market-Analysis
   
   Create virtual environment:
    pip install -r requirements.txt
   

Activate virtual environment:

Windows: .venv\Scripts\activate Linux/Mac: source .venv/bin/activate Install dependencies:

Run the app:

Requirements Python 3.10+ streamlit pandas numpy matplotlib yfinance

Project Structure:

Stock-Market-Analysis/ ├── app.py # Main Streamlit application ├── requirements.txt # Python dependencies ├── README.md # Documentation └── .gitignore # Git ignore file

Supported Stock Symbols

• AAPL - Apple
• GOOGL - Google
• MSFT - Microsoft
• AMZN - Amazon
• TSLA - Tesla
• META - Meta
• NVDA - NVIDIA
• JPM - JPMorgan

Author GitHub: saimtec

Run the app: streamlit run app.py