Skip to main content
DATA-OBSERVABILITY5 MIN READ

Sort Quality Rules by Dimension

Classify common data quality rules by completeness, validity, uniqueness, and referential integrity.

Place each data quality rule into the dimension it primarily protects. Completeness Validity Uniqueness Referential integrity Every active account has a non-null customer_id Subscription status is one of active, trialing, paused, canceled There is exactly one current health row per account_id Every order.account_id exists in the account dimension Every invoice has an issued_at timestamp before it enters revenue Net margin percentage stays between -100 and 100 Each billing_period has one subscription row per subscription_id Every support ticket has a matching customer record

Read the full lesson

Sign up free — one personalized lesson every day, matched to your role and goals.

Already have an account? Sign in

← Back to library
Contact us