Governance · Data quality

Data quality assurance dashboard

The health of the national dataset in real time — completeness, timeliness and validation flags by state, so gaps get closed before reports go out.

Overall DQ score
76/100
▲ 5 pts
Records this cycle
0
across 9,412 schools
Open validation flags
312
↓ from 540
Fields auto-checked
64
rules engine

Completeness by state

Flags by category

Validation queue

312 open
StateIssueRecordsSeverity
HirshabellePupil–teacher ratio outlier (>1:90)8High
South WestMissing attendance fields96Medium
BayDuplicate school IDs12Medium
JubalandEnrolment vs capacity mismatch21Low