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Explains ISO/IEC 25024 data quality measures

edu:Knobit

https://knobit.org/id/knobit/Q-453

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Context functionsObject understanding
Knobit creation methodsAI generated
Knobit typesKnowledge
LCG purposesAssessing the learner's knowledge or skill state
LCG purposesOpening up a learning outcome
action verbExplains en
assessment criterionAnswers a written question on the ISO/IEC 25024 data quality measure correctly en
assessment methodWritten question en
conforms to profilehttps://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1
dcterms:identifierQ-453
dcterms:licensehttps://creativecommons.org/licenses/by/4.0/
dcterms:sourcePractice the stage 4 reference and review checklist rest on en
depends on knobitExplains the ISO/IEC 25012 data quality characteristics
expected resultEach measure is a ratio of a numerator to a denominator over a stated population at an as-of date, the denominator being the rows the characteristic applies to, so that the result can be recomputed and compared (ISO/IEC 25024:2015). en
owl:sameAshttps://bitbucket.org/reffa/ontology/id/knobit/data-quality/04-profiling-assessment/Q-453
rdfs:labelExplains ISO/IEC 25024 data quality measures en
schema:creativeWorkStatusaccepted
schema:isPartOfData quality management (DAMA-DMBOK2)
skos:definitionEach measure is a ratio of a numerator to a denominator over a stated population at an as-of date, the denominator being the rows the characteristic applies to, so that the result can be recomputed and compared (ISO/IEC 25024:2015). en
skos:prefLabelExplains ISO/IEC 25024 data quality measures en
target objectISO/IEC 25024 data quality measure en

Used by

applies knowledgeRecognises a null counted as missing where the element does not apply
applies knowledgeRecognises a placeholder value counted as present
applies knowledgeRecognises a quality ratio with no population, numerator or denominator
applies knowledgeRecognises one quality ratio over differing populations
depends on knobitExplains like-for-like trends of quality measures
includes knobitProfiles and assesses critical data elements over stated populations
includes knobitPerform an initial data quality assessment
includes knobitMeasure and monitor data quality
includes knobitEffective data quality metrics
requires knobitProfile and assess data quality