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Data Quality

[ˈdeɪtə ˈkwɒlɪti]
AI Infrastructure
Last updated: December 9, 2024

Definition

The measure of data’s fitness to serve its intended purpose in a given context.

Detailed Explanation

Data quality encompasses multiple dimensions including accuracy, completeness, consistency, timeliness, and relevance. It involves processes for measuring, monitoring, and improving data quality through validation rules, quality metrics, and remediation procedures.

Use Cases

Data validation frameworks, Quality monitoring systems, Compliance verification, Analytics reliability assurance

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