Yield Analyzer

Quantitative financial return analysis tool built on Polars for high-performance columnar processing and Numba for JIT-compiled statistical calculations. Simple and logarithmic returns, multi-timeframe annualized volatility (daily, weekly, monthly, quarterly), distribution analysis with kurtosis and skewness, normality tests (Jarque-Bera) and seasonal analysis by month/quarter. Interactive Plotly visualizations with probability histograms and seasonal heatmaps. Applied to crypto and traditional assets.

Technologies used