OPEN-SOURCE SCRIPT
ontagion & Shock System (CSS) - Systemic Risk Tracker
The Contagion & Shock System (CSS) is an advanced quantitative indicator designed to measure systemic risk and sector contagion in real-time. Instead of looking at a single asset in isolation, this system tracks how sudden price shocks ripple across a configurable basket of proxy assets, helping traders identify true macro risk-on or risk-off environments.
1. Shock Detection
The system continuously monitors the base asset for sudden volatility spikes. It triggers an active "Shock" if a single bar exceeds a specific percentage threshold, or if a cumulative multi-bar move indicates sustained, aggressive buying or selling pressure.
2. Dynamic Correlation Engine (Wave Assignment)
The indicator runs a live Pearson Correlation (using log returns) between your base chart and 10 configurable proxy assets (e.g., SPY, QQQ, VIX, XLF). It automatically buckets these assets into three contagion waves:
Wave 1 (Immediate Impact): Correlation >= 0.70
Wave 2 (Lagging Impact): Correlation >= 0.40
Wave 3 (Distant/Isolated): Correlation < 0.40
3. Contagion Pressure Index (CPI)
Displayed as a central histogram, the CPI aggregates the correlation strength and directional movement of all 10 proxies. A positive score indicates risk-on contagion (assets are rising together), while a negative score indicates risk-off contagion (assets are falling together).
4. Systemic Risk Score (0-100)
Located in the dashboard, this gauge blends the magnitude of the CPI, the number of assets currently caught in Wave 1, and the recency of the last price shock. A score above 80 indicates severe market-wide stress.
Users can fully customize the shock thresholds, cumulative lookback windows, correlation lengths, and all 10 proxy tickers via the indicator settings to tailor the system to specific sectors or asset classes.
1. Shock Detection
The system continuously monitors the base asset for sudden volatility spikes. It triggers an active "Shock" if a single bar exceeds a specific percentage threshold, or if a cumulative multi-bar move indicates sustained, aggressive buying or selling pressure.
2. Dynamic Correlation Engine (Wave Assignment)
The indicator runs a live Pearson Correlation (using log returns) between your base chart and 10 configurable proxy assets (e.g., SPY, QQQ, VIX, XLF). It automatically buckets these assets into three contagion waves:
Wave 1 (Immediate Impact): Correlation >= 0.70
Wave 2 (Lagging Impact): Correlation >= 0.40
Wave 3 (Distant/Isolated): Correlation < 0.40
3. Contagion Pressure Index (CPI)
Displayed as a central histogram, the CPI aggregates the correlation strength and directional movement of all 10 proxies. A positive score indicates risk-on contagion (assets are rising together), while a negative score indicates risk-off contagion (assets are falling together).
4. Systemic Risk Score (0-100)
Located in the dashboard, this gauge blends the magnitude of the CPI, the number of assets currently caught in Wave 1, and the recency of the last price shock. A score above 80 indicates severe market-wide stress.
Users can fully customize the shock thresholds, cumulative lookback windows, correlation lengths, and all 10 proxy tickers via the indicator settings to tailor the system to specific sectors or asset classes.
Skrypt open-source
W zgodzie z duchem TradingView twórca tego skryptu udostępnił go jako open-source, aby użytkownicy mogli przejrzeć i zweryfikować jego działanie. Ukłony dla autora. Korzystanie jest bezpłatne, jednak ponowna publikacja kodu podlega naszym Zasadom serwisu.
Wyłączenie odpowiedzialności
Informacje i publikacje nie stanowią i nie powinny być traktowane jako porady finansowe, inwestycyjne, tradingowe ani jakiekolwiek inne rekomendacje dostarczane lub zatwierdzone przez TradingView. Więcej informacji znajduje się w Warunkach użytkowania.
Skrypt open-source
W zgodzie z duchem TradingView twórca tego skryptu udostępnił go jako open-source, aby użytkownicy mogli przejrzeć i zweryfikować jego działanie. Ukłony dla autora. Korzystanie jest bezpłatne, jednak ponowna publikacja kodu podlega naszym Zasadom serwisu.
Wyłączenie odpowiedzialności
Informacje i publikacje nie stanowią i nie powinny być traktowane jako porady finansowe, inwestycyjne, tradingowe ani jakiekolwiek inne rekomendacje dostarczane lub zatwierdzone przez TradingView. Więcej informacji znajduje się w Warunkach użytkowania.