📊 FinAnalytics-Python

A beginner-friendly quantitative finance project that performs time series analysis and return calculations on selected Indian stocks using Python, Yahoo Finance API, and visualization libraries.

🚀 Features

• Download stock data using yfinance
• Plot raw and normalized price trends
• Calculate:
  • Daily returns
  • Average annual returns
  • Logarithmic returns
  • Annualized standard deviation (volatility)
• Basic financial data visualization using matplotlib

📂 Files

• stocks.py – main script for fetching and analyzing stock data
• plots/Normalized.png – visual comparison of normalized stock prices
• plots/Unnormalized.png – raw stock price trends

📈 Sample Plots

✅ Normalized Prices

📉 Raw Stock Prices

📌 Tickers Used

• BHEL.NS
• SAIL.NS
• BSE.NS
• HAL.NS

📚 Tools & Libraries

• Python 3
• yfinance
• Matplotlib
• Pandas
• NumPy

---

💡 Future Work

• Portfolio optimization
• Sharpe Ratio calculation
• Correlation heatmap
• Strategy backtesting (SMA/EMA, momentum)