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Glossary

Audit trail

A record of what was changed in a dataset, when, and why, kept so that someone else can check the work later.

Cleaning without an audit trail asks everyone downstream to take the result on trust. With one, a surprising number can be traced back to the change that produced it.

See also

  • ProvenanceWhere a value came from and what has been done to it since: the source file, the steps applied, and who or what applied them.
  • ValidationChecking values against rules, such as a date being in the past or a state code being on the allowed list, and reporting what fails.

Karg checks for many of these when it profiles a file, applies the fixes it is confident about, and sets the rest aside for your review. See how it works, or have our team clean your data for you.