# Data-quality report: [dataset / run]

- Run/code ID:
- Input/output artifact and hashes:
- Status: PASS / WARN / FAIL
- Intended grain and reviewer:

| Dimension | Before | After | Threshold/status | Evidence |
|---|---:|---:|---|---|
| Rows |  |  |  |  |
| Columns |  |  |  |  |
| Null rate |  |  |  |  |
| Duplicate keys |  |  |  |  |
| Parse failures |  |  |  |  |
| Referential coverage |  |  |  |  |
| Rejected/quarantined |  |  |  |  |

## Rules and findings
| Rule ID | Assertion | Violations | Action | Provenance |
|---|---|---:|---|---|
|  |  |  |  |  |

## Semantic review
- Valid anomalies and new categories:
- Imputation/entity decisions:
- Privacy controls:
- Open risks/owner:

## Reproduction
```text
[exact command, environment, input version, configuration]
```