Frequency by bin.
import { Histogram } from "diagrammatic";Eighteen 50ms bins, one day of traffic. The dashed outline is the same weekday a week earlier. The shape is the regression; the median is the alibi.
Illustrative data. Checkout POST, 13 Aug 2025, 1,613 sampled requests. Compare = 6 Aug.
The mass still sits near 350ms, but the right tail past 700ms has thickened since last Wednesday. The last four bins contain 33 requests against 21 a week earlier. The median at 348ms would have called the day fine.
- Use it for
- The shape of one variable: skew, spread, and outliers.
- Watch out
- Bin width changes the story; try several before trusting one.