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Mag7 + SPY Multi-Decade Seasonality

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📊 Overview

The Mag7 + SPY Seasonal Dashboard tracks historical monthly seasonality across the Magnificent 7 (AAPL, MSFT, AMZN, NVDA, GOOGL, META, TSLA) and the SPY benchmark.

It dynamically pulls monthly timeframe data (1M) for the current calendar month and calculates multi-period historical metrics over 10-Year and 20-Year lookback windows.

⚙️ Key Tracked Metrics:

- Avg Return (Avg): Average historical percentage return for the current calendar month.
- Win Rate (Pos%): Percentage of historical years where the current month closed positive.
- Volatility (StDev): Standard deviation of historical monthly returns for dispersion analysis.
- Institutional BIAS:
🟢 BULLISH: Pos% (10Y) $\ge$ 70% AND Pos% (20Y) $\ge$ 60%.
🔴 BEARISH: Pos% (10Y) $\le$ 40% OR Pos% (20Y) $\le$ 40%.
⚪ NEUTRAL: Mixed or balanced historical performance.

🎯 How to Use:

- Apply the indicator overlay to any chart (the dashboard uses fixed 1M security requests, so chart timeframe won't alter the table).
- Scan the BIAS column for strong cross-period alignment between the 10-year and 20-year windows.
- Combine directional seasonal bias with technical market structure and intraday execution triggers.



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