Stage 7: Derive data quality rules
Knobit of Data modelling · K-711 · Skill
Recognises a check weaker than its rule
What it means
A check that lets through rows the rule forbids: one direction of a two-way rule, presence where the rule says exactly one, a range with an open end the rule closes, a value set wider than the rule's.
How it is assessed
Flags the deficient case and passes the acceptable one. Deficient: Rule: each account has exactly one IBAN and no IBAN is shared. Check: `account_identifier IS NOT NULL` only. Duplicates pass Acceptable: Two checks: completeness on `account_identifier`, and uniqueness over it. Or the rule split into two at stage 3, each with its check
Builds on
- Explains relationship cardinality and optionalityK-567 · Knowledge
- Explains traceability from data rule to checkK-752 · Knowledge
Needed by
- None