Sample report
January product events — quality audit
Realistic scan output from app_events_january.csv: score, row status, issues, and event inventory before Mixpanel import.
Data quality scan
Quality score
82/100
Row status
- Ready 96,204
- Auto-fixed 18,311
- Needs review 8,912
- Blocked 1,393
Top issues
Event categories
Event quality
| Event name | Rows | Status |
|---|---|---|
| Dashboard Viewed | 42,118 | Ready |
| Sign Up Completed | 18,420 | Ready |
| Trial Started | 6,811 | Auto-fixed |
| feature_use | 3,104 | Review |
| Payment Failed | 931 | Ready |
This sample reflects a 124,820-row Mixpanel export from a B2B SaaS product team. Timestamp normalization and event naming were the highest-volume fixes; 8,912 rows required human review for user ID merges and schema edge cases.
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Free preview on 10,000 rows · Human review before export to Mixpanel, Amplitude, or your warehouse.