Advanced quality assessment with dual evaluation mechanisms
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Checks if all required fields are present and populated
Validates data against known standards and formats
Ensures consistent data formatting across records
Identifies and flags duplicate or near-duplicate entries
Assesses the reliability and trustworthiness of data sources
Validates timestamps and temporal relationships
Verifies data adheres to predefined schema requirements
Identifies statistical outliers and anomalies