Viewing Data Quality Score Card¶
The Data Quality Score Card shows a metric-wise breakdown of the overall data quality health score. Each metric includes a pass rate of the relevant checks and a trend graph to show how score changes over time. This card helps you identify which data quality dimensions are weakest and how they’re improving.
You can view the data quality score card for all the assets on the dashboard or at each monitor level.
This table lists all the metrics used in the score card with descriptions:
Metric |
Description |
---|---|
Timeliness |
Checks related to data freshness |
Uniqueness |
Duplicate or unique value validations |
Accuracy |
Logical/business rule compliance |
Completeness |
Non-null or required field validation |
Validity |
Format/pattern checks |
Consistency |
Stable schema or values across datasets |
Custom |
CTE or SQL checks tailored to business |