Recognises duplicate checks for one rule
https://knobit.org/id/knobit/Q-319
Also as Turtle · JSON-LD · RDF/XML · AI benchmark on Skilirium
| 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 traceability from data rule to check |
| assessment criterion | Flags the deficient case and passes the acceptable one. Deficient: `DQ-006` at 100 %, `error`, and `DQ-019` at 95 %, `warning`, both citing `BR-003` on `loan_maturity_date`; one is red while the other is green Acceptable: One check per rule per population; a second only for a different population or target, saying so in its `name` (`DQR-008`) 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-319 |
| dcterms:license | https://creativecommons.org/licenses/by/4.0/ |
| dcterms:source | Review checklist 03-dq-rules (data-quality), row 19; DMBOK2; Loshin 2011; formerly data-modelling K-719 en |
| expected result | The checks to merge en |
| owl:sameAs | https://bitbucket.org/reffa/ontology/id/knobit/data-modelling/07-dq-rules/19 |
| rdfs:label | Recognises duplicate checks for one rule en |
| schema:creativeWorkStatus | accepted |
| schema:isPartOf | Data quality management (DAMA-DMBOK2) |
| skos:altLabel | One rule, two checks that disagree (data quality rule) en |
| skos:definition | Two DQ rules implementing the same data rule on the same columns with different expressions, thresholds or severities, or two rules with the same expression. The report counts the defect twice, and the two results contradict each other. en |
| skos:prefLabel | Recognises duplicate checks for one rule en |
| target object | checks implementing one rule 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 |