Home Glossary Zoho Analytics Moving Average
Zoho Analytics

Moving Average

A Moving Average in Zoho Analytics is a calculated metric that computes the average of a measure over a rolling window of consecutive time periods, smoothi

Technical Term

Moving Averages transform volatile daily or weekly data into a smooth trend line. They are commonly paired with raw data bars in a Combo Chart so viewers see both the actual values and the directional trend simultaneously.

How Moving Average Works in Zoho Analytics

A Moving Average in Zoho Analytics is a calculated metric that computes the average of a measure over a rolling window of consecutive time periods, smoothing out short-term fluctuations to reveal the underlying trend in a time-series dataset.

When to Use Moving Average

Use Moving Average when your reporting or data needs go beyond standard defaults. This feature suits organisations working with multiple data sources, varied user groups, or specific business logic. Always confirm with your Workspace Administrator before making changes that affect shared reports used by other teams.

Key Considerations

Ensure underlying tables are clean and consistently structured before configuring Moving Average. Test on a duplicate report before applying changes to production dashboards. For high-traffic workspaces, schedule configuration changes during off-peak hours to avoid disrupting active users.

India Example: A quick-service restaurant chain plots daily transaction counts as bars and a 14-day moving average as a line on the same Combo Chart. Spikes and dips from individual days (weather, holidays) wash out in the moving average, clearly showing whether foot traffic is growing month over month.
What is a Moving Average in Zoho Analytics?

A Moving Average calculates the average of a metric over a sliding window of N periods. For example, a 7-day moving average for daily sales computes the average of the previous 7 days for each date. This smooths out daily noise and makes the underlying trend more visible on a line chart.

How do I create a Moving Average in Zoho Analytics?

Use the window function syntax in an Aggregate Formula or Formula Column. The formula typically uses WINDOW_AVG or similar functions with ROWS BETWEEN N PRECEDING AND CURRENT ROW syntax to define the rolling window. The result can be added as a secondary line on any time-series chart.

Need help implementing this in Zoho?

Aaxonix is a certified Zoho implementation partner based in Pune. Architecture-first, no surprises.