Charts & Data Diagnostics

Numbers alone can hide patterns that a chart makes obvious: skew, multiple peaks, or a single extreme value pulling a summary statistic away from where your data actually sits. Every chart here comes with an accessible data table and a text summary alongside it, so the underlying information is never locked inside a visual-only rendering.

These tools label what they observe (a bin rule, an extreme-value flag, a fitted rule parameter) as evidence to review, never as automatic proof of an error or a population fact. A flagged pattern is a prompt to look closer, not a decision made for you.