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Which data quality dimension ensures data values conform to defined formats and ranges?
- Accuracy
- Completeness
- Validity
- Consistency
Answer: Validity
Validity ensures data conforms to business rules, formats, and value ranges (e.g., email format, date ranges). Other dimensions: Accuracy (correctness), Completeness (no missing values), Consistency (across systems). Critical for data governance and quality management questions.