downtrend-duration-analyzer

Downtrend Duration Analyzer Overview Analyze historical price data to identify downtrend periods (peak-to-trough) and build statistical distributions of correction durations. Generate interactive HTML visualizations with histograms segmented by sector and market cap to help traders understand typical recovery timeframes and set realistic expectations for mean reversion strategies. When to Use Trader asks about typical correction lengths for a sector or market cap tier User wants to understand historical drawdown recovery times Building mean reversion or pullback strategies that need realistic holding period estimates Comparing correction behavior across different market segments Setting stop-loss timeouts or position holding period limits Prerequisites Python 3.9+ FMP API key (set FMP_API_KEY environment variable or use --api-key ) Required packages: requests , pandas , numpy (standard data analysis stack) Show more Installs 863 Repository tradermonty/cla…g-skills GitHub Stars 2.6K First Seen Mar 30, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass