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Glossary

Primary key

A column, or set of columns, whose value is unique for every row and identifies it: a customer number, an order ID.

A dataset with no reliable key is where duplicates come from, because nothing stops the same thing being entered twice.

Where it comes up

  • Near-duplicate recordsTwo rows describe the same real thing but differ enough that an exact comparison misses them.

See also

  • RecordOne row of a table: the set of values that together describe a single thing, such as one customer or one transaction.
  • DeduplicationFinding records that describe the same real thing and reducing them to one.
  • Entity resolutionDeciding which records refer to the same real-world person, company, or thing, when no shared identifier says so.

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.