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Glossary

Free text

A field in which a person can type anything, such as a notes or comments box, with no fixed list of choices and no required format.

Free text keeps detail that a fixed list would discard, and it cannot be counted or grouped until that detail is extracted. When the same few answers keep appearing, the field wanted to be a coded one.

Where it comes up

See also

  • Controlled vocabularyA fixed, agreed list of the values a field is allowed to hold, such as the two-letter codes for US states.
  • StringA value stored as a sequence of characters, which is to say text. The characters 2025 held as a string are four symbols, not a number.
  • Categorical dataValues that place each row in one of a limited set of groups, such as a status of open, pending, or closed. The values are labels, not quantities.

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.