Analysis category

Finance

Ready-to-run examples generated from notebook workflows.

Portfolio Optimization in Python

Build an efficient frontier, compute the Sharpe-optimal portfolio, and visualize portfolio weights using Monte Carlo simulation.

Open analysis →

S&P 500 Financial Ratios Analysis

Compute and compare key financial ratios (P/E, ROE, debt-to-equity) for S&P 500 companies and identify undervalued stocks.

Open analysis →

Value at Risk (VaR) Analysis in Python

Compute Value at Risk (VaR), Conditional VaR (CVaR), and maximum drawdown for a stock portfolio using historical simulation.

Open analysis →