Data Quality

nounid 4822·updated May 18, 2026

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The dimensions of the IMF definition of "data quality" are: - integrity; - methodological soundness; - accuracy and reliability; - serviceability; - accessibility. There are a number of prerequisites for quality. These comprise: - legal and institutional environment; - resources; - quality awareness.

MWE

Classifications

per-axis with provenance

Entity Type

Metric80%llm-generatedllm:claude-haiku-4-5

Sensitivity

—50%llm-generatedllm:claude-haiku-4-5

Information Class

—60%llm-generatedllm:claude-haiku-4-5

Variants

3 surface forms

plural: Data Qualities
possessive: Data Quality's
pluralpossessive: Data Qualities'

Framework definitions

2 senses across 2 frameworks

Systems and software engineering —Vocabulary1 senseview framework →

§1: degree to which the characteristics of data satisfy stated and implied needs when used under specified conditions

Glossary of Statistical Terms1 senseview framework →

§1: The dimensions of the IMF definition of "data quality" are: - integrity; - methodological soundness; - accuracy and reliability; - serviceability; - accessibility. There are a number of prerequisites for quality. These comprise: - legal and institutional environment; - resources; - quality awareness.

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