GTM Data-Quality Monitor

Contracted checks across 3 GTM datasets · generated 2026-08-21 18:09 UTC

1Fail

2Warn

47Info

292Records checked

atlas_firms · 219 records

FAILvalue_range
Field 'total_recall_lines' has 1 values outside its declared range

· ALEMBIC PHARMACEUTICALS, INC.=0

WARNnear_duplicate
12 group(s) of records normalise to the same company name — likely the same account entered twice

· Cipla Limited | Cipla USA, Inc.

· Breckenridge Pharmaceutical, Inc | Breckenridge Pharmaceutical, Inc.

· Ajanta Pharma Ltd. | Ajanta Pharma USA Inc

WARNstaleness
193/219 records are older than 60 days (oldest 492 days)

INFOfill_rate
Field 'firm' filled on 100.0% of records

INFOfill_rate
Field 'score' filled on 100.0% of records

INFOfill_rate
Field 'components' filled on 100.0% of records

INFOfill_rate
Field 'worst_classification' filled on 100.0% of records

INFOfill_rate
Field 'distinct_events' filled on 100.0% of records

INFOfill_rate
Field 'total_recall_lines' filled on 100.0% of records

INFOfill_rate
Field 'most_recent_date' filled on 100.0% of records

INFOfill_rate
Field 'days_since_recent' filled on 100.0% of records

INFOfill_rate
Field 'any_ongoing' filled on 100.0% of records

INFOfill_rate
Field 'quality_system_flag' filled on 100.0% of records

INFOfill_rate
Field 'quality_terms_matched' filled on 77.6% of records

INFOfill_rate
Field 'segment' filled on 100.0% of records

INFOfill_rate
Field 'in_icp' filled on 100.0% of records

INFOfill_rate
Field 'country' filled on 100.0% of records

INFOfill_rate
Field 'state' filled on 86.3% of records

INFOfill_rate
Field 'city' filled on 100.0% of records

INFOfill_rate
Field 'representative_reason' filled on 100.0% of records

INFOfill_rate
Field 'example_product' filled on 100.0% of records

INFOderived_mismatch
'score' agrees with its components on all 219 records

INFOstaleness
Median record age 191 days, oldest 492 days