Recognises a null counted as missing where the element does not apply
https://knobit.org/id/knobit/Q-401
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| Context functions | Result evaluation |
|---|---|
| Knobit creation methods | AI generated |
| Knobit types | Skill |
| LCG purposes | Assessing the learner's knowledge or skill state |
| LCG purposes | Selecting an assessment task or learning activity |
| action verb | Recognises en |
| applies knowledge | Explains null semantics and three-valued logic |
| applies knowledge | Explains ISO/IEC 25024 data quality measures |
| assessment criterion | Flags the deficient case and passes the acceptable one. Deficient: QM-001 `maturity_date` 91.0% complete; all 5,512 nulls are revolving credit lines (open-ended) Acceptable: Population: term loans only; completeness 100% en |
| assessment method | Review of the stage 4 eval project (reffa/skills, data-quality/evals) en |
| dcterms:identifier | Q-401 |
| dcterms:license | https://creativecommons.org/licenses/by/4.0/ |
| dcterms:source | Review checklist 04-profiling-assessment, row 1 (25024 (completeness over the applicable population); DMBOK) en |
| expected result | Completeness over the applicable population en |
| rdfs:label | Recognises a null counted as missing where the element does not apply en |
| schema:creativeWorkStatus | accepted |
| schema:isPartOf | Data quality management (DAMA-DMBOK2) |
| skos:altLabel | Null read as missing where it means "not applicable" en |
| skos:definition | Completeness counting nulls on rows where the element does not apply. en |
| skos:prefLabel | Recognises a null counted as missing where the element does not apply en |
| target object | completeness counted over rows the element does not apply to en |
Used by
| includes knobit | Profiles and assesses critical data elements over stated populations |
|---|---|
| includes knobit | Perform an initial data quality assessment |
| requires knobit | Profile and assess data quality |