Data Quality Assurance
Validate data integrity and manage collection errors.
Data Integrity
99.8%
Duplicate rate: 0.1%
QA Checklist
12/12
All standard checks passed
Failed Items
23
Requires manual review
Error Logs & Validation Issues
Recent quality control alerts and failures.
| Timestamp | Job ID | Type | Message | Severity | Action |
|---|---|---|---|---|---|
| 1/20/2024, 10:30:00 AM | JOB-1024 | Validation | Duplicate content detected in batch | Medium | |
| 1/20/2024, 10:15:00 AM | JOB-1023 | Network | Proxy timeout (KR-Residential-04) | Low | |
| 1/20/2024, 9:45:00 AM | JOB-1020 | Auth | Account locked (GPT-Plus-08) | High | |
| 1/20/2024, 9:30:00 AM | JOB-1018 | Validation | Schema mismatch in response | Medium | |
| 1/20/2024, 9:00:00 AM | JOB-1015 | System | Queue processing delay > 5min | Low |