Dataset Detective Game

Inspect every record, uncover hidden data problems, choose smart cleaning actions, and build a healthier dataset before your investigation time and tools expire completely.

Investigation setup

Choose a case, difficulty, game mode, and validation strictness.
Score
0
Time
05:00
Tools
8
Accuracy
Found
0/0
Rank
Rookie
Case progressReady to investigate
Select a case and start your investigation. Examine the evidence before changing any records.
65%
Dataset health
Original quality

Dataset evidence table

Select a row or cell to inspect, classify, clean, or flag it.

Canvas investigation board

Drag evidence cards into issue zones, then confirm your classification in the inspector.
No record selected.
Medium
ColumnRuleSeverity

Add custom rule

Investigation log

Achievements

Export and case report

Download the cleaned dataset, investigation report, or a reproducible case snapshot.
Dataset Detective

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Important Note: All the Calculators listed in this site are for educational purpose only and we do not guarentee the accuracy of results. Please do consult with other sources as well.