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The Seasonality Analysis terminal analyzes the historical performance of any stock or index on a month-by-month basis. By plotting decades of market data, this tool helps you identify recurring seasonal patterns and gives you a statistical edge in your strategic timing.

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Analysis Modes

Using the toggle at the top right of the dashboard, you can seamlessly switch between two distinct research modes depending on your analytical needs.
  • Single Analysis: Deep-dive into the historical seasonal trends of a single asset using the top search bar.
  • Compare Symbols: Open a side-by-side split screen to compare the seasonal patterns of two different assets (e.g., NIFTY vs. HDFC Bank) simultaneously.

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Interpreting the Charts

The dashboard breaks down seasonality into two complementary charts that work together to give you a complete picture of an asset’s historical character.
Seasonality Dashboard

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1. Positive Return Ratio

This chart answers the question: “How often is this month profitable?” It displays a clean bar chart showing the percentage of time each month historically delivered a positive return over the available history.
  • A high bar (e.g., 68%) indicates a month that is historically reliable and consistent in generating positive returns.
  • A low bar suggests a month with frequent negative performance and a lower probability of finishing in the green.

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2. Monthly Returns Analysis

This chart answers the question: “When this month is profitable (or not), by how much? And what is the risk?” Located directly below the ratio chart, this section provides a deeper look into the magnitude of those returns. You can click the filter buttons at the top of the chart to isolate specific metrics:
  • Average & Median Return: Track the baseline historical gain or loss expected for that month.
  • Max & Min Return: View the single best and single worst performance ever recorded for that month to understand maximum potential upside and downside.
  • Volatility: Isolate this metric to see how wide the price swings have historically been. Higher volatility means wider price ranges and more systemic risk.

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Actionable Insights (Built-In Guide)

If you need a quick refresher on how to apply seasonality data to your trading, click the green “How to read this?” button next to the page title. This opens a detailed side drawer containing strategic insights, such as:
  • Identifying High-Probability Setups: Looking for months that feature both a high Positive Return Ratio (>60%) and a healthy positive Average Return.
  • Assessing the True Risk: Avoiding “boom or bust” months where a high average return is skewed by massive historical volatility or extreme drawdowns.
  • Strategic Timing: Tightening stop-losses or sizing down positions as you approach historically weak or volatile months.