📈 NSE Intraday Stock Analyzer

This project analyzes real-time intraday performance of selected NSE (India) stocks using yfinance. It helps identify top gainers/losers, volatility, and risk-adjusted returns across different time slices.

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🔧 Features

• Fetches 1-minute intraday data with details from NSE via Yahoo Finance
• Calculates:
  • Daily return (%)
  • Last 1 hour return (%)
  • Last 15 minutes return (%)
  • Volatility
  • Risk-adjusted return
• Highlights:
  • Top 5 & Bottom 5 stocks based on return
  • Live market snapshots
• Handles weekends, holidays, and data gaps
• Can analyze either:
  • A fixed list of top 22 NSE stocks (default)
  • All NSE stocks using nsetools (optional)

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📦 Requirements

Install dependencies using:-

pip install yfinance pandas numpy pytz nsetools

2. Run the script:

## Dependencies
- yfinance
- pandas
- pytz
- numpy
- nsetools