Data quality assessment: Data Analytics course | Zoonk
7. Data quality assessment
Profile completeness, validity, consistency, uniqueness, timeliness, and accuracy. Diagnose missing records, duplicates, impossible values, selection bias, and changes in definitions before trusting a result.