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Glossary

Default value

The value a system fills in when the person entering data supplies none, such as a country field that starts on the first item in its list.

A default looks exactly like a real answer. The usual sign is one value that is far more common than it should be, such as a birth date of January 1 on a large share of rows.

Where it comes up

  • Defaults mistaken for dataA value that looks real was filled in automatically by a form or a system, and nobody actually chose it.
  • Disguised missing valuesA cell is not empty, but what it holds means there is no value: N/A, a dash, 999, or the word none.

See also

  • PlaceholderText entered to fill a field that had no real answer, such as N/A, TBD, unknown, a single dash, or test@test.com.
  • Sentinel valueAn ordinary-looking value used as a code for something else, most often 999, -1, or 1900-01-01 standing in for unknown.
  • Missing valueA cell where a value should exist and does not. The reason matters: not collected, not applicable, and lost are different situations.

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.