Data Quality
Validators run on every offline pipeline pass. Failure of any check blocks the dashboard from publishing stale or malformed numbers.
PASS
8 / 8 checks passed
Last run on the panel ending May 13, 2026.
| Check | Status | Detail | Offending rows |
|---|---|---|---|
| schema:required_columns | pass | All required columns present | 0 |
| nulls:critical | pass | No nulls in critical columns | 0 |
| segment:domain | pass | All segments in domain | 0 |
| range:units>=0 | pass | No negative values | 0 |
| range:revenue>=0 | pass | No negative values | 0 |
| grain:unique | pass | Grain is unique | 0 |
| date:continuity | pass | No calendar gaps | 0 |
| revenue:consistency | pass | Revenue consistent with units | 0 |