Skip to main content

DQ Scorecard

The DQ Scorecard at /data-quality/scorecard is the executive view: rolled-up health by domain, dataset, and team. Each unit gets a letter grade (A–F) with sparklines showing whether it's improving or regressing.

Composition​

Each scorecard cell combines four dimensions:

  • Completeness — % of expected non-null values present
  • Accuracy — % of rule executions that pass
  • Timeliness — % of tables within their freshness SLA
  • Consistency — % of contracts not in violation

A weighted average produces the score (default weights: completeness 25%, accuracy 35%, timeliness 25%, consistency 15% — overridable in clxs.yaml).

Grades​

ScoreGrade
95–100A
85–94B
70–84C
60–69D
< 60F

Views​

Three view toggles:

  • By domain — one row per business domain (Sales, Finance, Customer, …)
  • By table — one row per certified table
  • By team — owner-team rollup

Each row shows current grade, 30-day delta (▲ ▼), trend sparkline, and a click-through to the underlying Results filtered to that scope.

Targets​

Set per-domain target grades via the gear icon. Cells below target are highlighted in red and feed the Watchlist strip at the top of the page.

Sharing​

The whole scorecard is exportable as PDF or PNG for monthly business reviews. Use the Snapshot button to capture a point-in-time copy in Delta for trend audits.

API​

GET /data-quality/scorecard?view=by_domain
GET /data-quality/scorecard/{domain_or_table}/history
POST /data-quality/scorecard/snapshot