Data quality center

Systemic cleanup and validation across the legacy backlog before agency transfer.

9,455 critical PII records pending redaction. Block DOJ transfer until resolved.
Overall quality
80%
99,423 of 124,457 clean
Records queued
25,034
Across 6 job types
Critical
9,455
PII / privacy
Fixed this week
18,402
+12% vs last week
Missing institution records
high
Complaints referencing institutions not in the OPE ID crosswalk.
Queued4,102
Fixed to date18,240
x
Malformed date fields
medium
Non-ISO date strings that fail downstream aggregation.
Queued2,881
Fixed to date9,410
x
Duplicate complaint clusters
high
Near-identical complaints across channels within a 30-day window.
Queued6,240
Fixed to date22,110
x
PII redaction queue
critical
Un-redacted SSNs, DOBs, and minor names in narrative fields.
Queued9,455
Fixed to date41,022
x
Unnormalized geography
low
Free-text state / ZIP fields not conforming to USPS format.
Queued1,544
Fixed to date5,620
x
Orphaned attachments
medium
Files in blob storage with no parent complaint reference.
Queued812
Fixed to date3,021
x