Data Quality
Completeness, accuracy, and freshness scorecards
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Passing Datasets
3/5
60% pass rate
Warnings
1
Failing
1
Needs attention
Quality Scorecard
Per-dataset quality metrics
| Dataset | Completeness | Accuracy | Last Updated | Status |
|---|---|---|---|---|
| Climate Data 2024 | 98% | 95% | Today | Pass |
| Economic Indicators | 87% | 91% | 3 days ago | Warning |
| Air Quality Index | 100% | 99% | Today | Pass |
| Traffic Counts Q3 | 72% | 80% | 2 months ago | Fail |
| Population Census | 95% | 97% | 1 month ago | Pass |
AI Insights
Quality issues detected
Quality Alerts
anomaly
Traffic Counts data is stale
Traffic Counts Q3 hasn't been updated in 2 months — consider refreshing or flagging as archived.
anomaly
Economic Indicators completeness dropped
Completeness fell from 94% to 87% in the last update cycle. Check source pipeline.