Sort the Data Quality Defect
Categorize data defects by quality dimension and choose the likely fix.
sort-buckets score-chip-row common-trap-callout Sort each defect by the data-quality dimension it most directly threatens. Completeness Consistency Uniqueness Timeliness Validity 31% of renewal records have no close date. One CRM uses "Proposal" while another uses "Negotiation" for the same stage. The same customer appears under two account IDs after migration. The finance snapshot is six weeks old but used for today's cash forecast. Discount rate contains values of 340% and -20%. Mobile events are absent for one region after consent changes. Dates arrive as both MM/DD/YYYY and DD/MM/YYYY in the same column. Order IDs repeat because test orders were loaded with…
Sign up free — one personalized lesson every day, matched to your role and goals.
Already have an account? Sign in