⚠ Fleet-wide quality failure. Of 7,996 validator-checked records, only 925 (12%) passed without any correction. 5,167 required modification and 1,904 were rejected outright — meaning 88% of checked records had data quality issues.
Valid as-is
12%
925 of 7,996 checked
Had problems
88%
modified or rejected
Modified rate
65%
5,167 needed correction
Rejection rate
24%
1,904 fully rejected
Charts
By Person
Ranked
Problem rate — (modified + rejected) / checked
Both modified and rejected count as data quality failures
Rejected only — not valid / checked
Records flagged as not valid, not salvageable by modification
Modified — needed correction / checked
Records that passed only after validator modification