Analyze 5 years of NSE options data with implied volatility (IV), realized volatility (RV), earnings dates, and interest rate adjustments. Includes scripts to download, process, and visualize F&O data ...

"I am a student, not a professional investor." "What I provide here is not 'fish' (recommended stocks), but a 'fishing rod' (analysis code)." "I cannot be held responsible for the results of executing ...

- Downloads historical VIX index data from Yahoo Finance using the `yfinance` library. 2. **Market Regime Classification**: - Uses KMeans clustering to classify market regimes based on VIX levels (low ...

Analyzing stock returns and volatility is crucial for making informed investment decisions. By leveraging Python, you can unlock powerful capabilities to analyze historical stock data, calculate ...

More than 400 malicious packages were recently uploaded to PyPI (Python Package Index), the official code repository for the Python programming language, in the latest indication that the targeting of ...

BASF Nederland B.V., Arnhem, Netherlands. Understanding and predicting stock price developments and their causes has always been desirable in the financial world. Nowadays, most financial institutions ...