Validation
Definition
Checks that data meets expected formats, ranges, and business rules.
Why it matters
Validation catches errors early before they propagate to dashboards.
Example
Rejecting birth years in the future for a patient intake form.
Related terms
Related resources
- W3C Data on the Web Best Practices (opens in new tab)
Standards-oriented checklist for publishing usable, documented datasets.