TODAY’S DATA LENS

The average kept rising six days after the peak.

Square Today’s Data Lens card showing a grey daily-value line peaking at 100 on Day 6 and then declining, while a red trailing 7-day average continues rising to its peak of 70 on Day 12. A shaded band marks the six-day lag between the raw peak and rolling-average peak.

A little further

Rolling averages are useful when daily data is noisy — website visits, service demand or operational volumes, for example — because they make the underlying direction easier to see. The trade-off is timing: a trailing average still contains earlier observations, so a sharp turn in the raw data may take several periods to appear clearly in the smoothed line.

That matters if you are using the chart to identify peaks, recoveries or the effect of an intervention. Show the raw values as context where possible, and always state the rolling window being used.

Smoother often means slower.