What the screener is for
The screener helps you organize research by direction, calendar window, historical win rate and average return. A high-ranked row is a prompt to investigate—not a trade signal.
A practical screening workflow
- Choose the market universe and the calendar horizon you want to study.
- Set minimum sample, win-rate and average-return requirements.
- Open each candidate in the Seasonality dashboard.
- Inspect every historical year, including the losses and outliers.
- Combine the result with independent risk, liquidity and market analysis.
Important limitation
Screening can amplify selection bias. Testing many symbols and date windows increases the chance of finding patterns that appeared by luck. Validate stability across multiple lookback periods before relying on a result.