Data Pitfalls Detector
Check your data work — and AI-generated data work — for common pitfalls before you ship it. Paste a written analysis, drop in analysis code, or upload chart images, and get specific, actionable findings.
Powered by datapitfalls, the open-source detector based on Ben Jones’s Avoiding Data Pitfalls. It checks against a 75-rule taxonomy spanning eight pitfall domains.
Drag & drop chart images here
or paste from your clipboard, or
PNG, JPEG, GIF, or WebP · up to 4 images · 3 MB each
Your input is sent to Anthropic’s Claude API to perform the analysis and is not stored by this site. Findings are AI-generated guidance — use your own judgment and verify against your underlying data.
Want help building data work that holds up?
We help teams strengthen their analysis, visualization, and data literacy — so the pitfalls get caught long before they ship.
Let's Talk