Data quality determines the reliability and usefulness of the data. Data is of good quality when it satisfies the five requirements – Accuracy, Completeness, Consistency, Reliability, and Recency. Ensuring data quality is determined by implementing an end-to-end data strategy supported by industry standards, best practices, tools, and systems with a fool-proof data management policy.

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