Recognises disagreeing severity, threshold and failure action
https://knobit.org/id/knobit/Q-321
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| Context functions | Result evaluation |
|---|---|
| Knobit creation methods | AI generated, human edited |
| 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 severity, threshold and failure action |
| assessment criterion | Flags the deficient case and passes the acceptable one. Deficient: `severity: warning`, `on_failure: reject` Acceptable: `severity: error`, `on_failure: quarantine`, threshold 100 %; or `severity: warning`, `on_failure: flag`, threshold at the agreed rate (`DQR-015`, `DQR-026`) en |
| assessment method | skill-tests task: Loan application data quality rules on Snowflake (DQ rule anomaly skills) en |
| conforms to profile | https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1 |
| dcterms:identifier | Q-321 |
| dcterms:license | https://creativecommons.org/licenses/by/4.0/ |
| dcterms:source | Review checklist 03-dq-rules (data-quality), row 21; Kimball & Caserta 2004; Loshin 2011; formerly data-modelling K-721 en |
| expected result | The three settings made consistent en |
| owl:sameAs | https://bitbucket.org/reffa/ontology/id/knobit/data-modelling/07-dq-rules/21 |
| rdfs:label | Recognises disagreeing severity, threshold and failure action en |
| schema:creativeWorkStatus | accepted |
| schema:isPartOf | Data quality management (DAMA-DMBOK2) |
| skos:altLabel | Severity, threshold and action that disagree (data quality rule) en |
| skos:definition | `severity`, `threshold` and `on_failure` telling different stories: a `warning` that rejects rows, an `error` that only reports, a threshold below 100 % on a check that rejects every failing row anyway. Somebody disagreed and nobody decided. en |
| skos:prefLabel | Recognises disagreeing severity, threshold and failure action en |
| target object | severity, threshold and on_failure of a check en |
Used by
| includes knobit | Derives data quality rules from the data rules and the physical model |
|---|---|
| includes knobit | Develop and deploy data quality operations: manage data quality rules |
| requires knobit | Derive data quality rules |