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Derive data quality rules

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https://knobit.org/id/activity/QO-3

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dcterms:licensehttps://creativecommons.org/licenses/by/4.0/
owl:sameAshttps://bitbucket.org/reffa/ontology/id/activity/data-quality/03-dq-rules
rdfs:commentStage 3 (Data quality rules) of the data-quality skill: produces 03-dq-rules/dq-rules.yaml and passes the stage's validation gate. en
rdfs:labelAndmekvaliteedi reeglite tuletamine et
rdfs:labelDerive data quality rules en
requires knobitExplains current value, history and point-in-time reproducibility
requires knobitRecognises a declared constraint the target platform does not enforce
requires knobitRecognises an update anomaly in a logical data model
requires knobitRecognises a stored derivable attribute
requires knobitExplains the insertion, update and deletion anomalies
requires knobitExplains third normal form
requires knobitExplains derived data and point-in-time snapshots
requires knobitRecognises an unmanaged duplicate column
requires knobitRecognises a stored derived or summary value
requires knobitRecognises an overwrite where history is required
requires knobitRecognises inconsistent validity periods in a versioned table
requires knobitRecognises a reference to a versioned table by business key alone
requires knobitExplains controlled denormalisation
requires knobitExplains null semantics and three-valued logic
requires knobitExplains history strategies and validity-period conventions
requires knobitRecognises history kept without its constraints checked
requires knobitExplains SQL dialect differences
requires knobitRecognises a rule assigned to a missing data quality check
requires knobitRecognises a data-update rule with no enforcing or detecting mechanism
requires knobitRecognises a constraint deferred without a check
requires knobitRecognises a derived or copied column without a check
requires knobitRecognises a check with no rule behind it
requires knobitRecognises a check outliving its rule
requires knobitRecognises a check unable to fail
requires knobitRecognises a check on the wrong object
requires knobitRecognises a check weaker than its rule
requires knobitRecognises a check stronger than its rule
requires knobitRecognises a check measuring the wrong population
requires knobitRecognises nulls left to chance in a check predicate
requires knobitRecognises a past event judged against present data
requires knobitRecognises a set rule written as a row rule
requires knobitRecognises a check expression unable to run
requires knobitRecognises a misfiled data quality dimension
requires knobitRecognises duplicate checks for one rule
requires knobitRecognises a threshold at odds with its rule
requires knobitRecognises disagreeing severity, threshold and failure action
requires knobitRecognises a rejection destroying more than it protects
requires knobitRecognises a check failure with no capable owner
requires knobitRecognises a check scheduled at the wrong moment
requires knobitRecognises an aggregate hiding a total failure
requires knobitRecognises an empty population reported as a pass
requires knobitExplains data quality dimensions
requires knobitExplains traceability from data rule to check
requires knobitExplains the population, measure and threshold of a check
requires knobitExplains row-level and set-level checks
requires knobitExplains severity, threshold and failure action
requires knobitExplains scheduling checks against loads and use
requires knobitExplains segmented data quality reporting
requires knobitExplains ownership of data quality failures
schema:position3

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consists ofData quality