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Data Quality Assurance

Read the quality score as a set of measurements, not a badge.

The score

Completeness, accuracy, consistency, agreement, documentation, duplicates and metadata each have a weight. A high score with a missing privacy review is still not ready.

The score

Completeness, accuracy, consistency, agreement, documentation, duplicates and metadata each have a weight. A high score with a missing privacy review is still not ready.

Failure is data

Gold misses, speeding and repeated identical answers are flags. They pause sensitive work. They are not a public shame score.

Failure is data

Gold misses, speeding and repeated identical answers are flags. They pause sensitive work. They are not a public shame score.

Quiz

Duplicate health in the score treats:
Duplicate health in the score treats:
A dataset with no documentation should:
A dataset with no documentation should: