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Glossary

Boolean

A data type with two possible values, true and false. A column such as subscribed or is_active is Boolean in meaning, whatever is typed into it.

In real files the two values arrive as Yes and No, Y and N, 1 and 0, TRUE and false, and a checkmark. A blank is a third state, unknown, and should not be read as false without a reason.

Where it comes up

  • Yes and no in many formsA column that should hold only yes or no holds Y, yes, TRUE, 1, and several other ways of saying the same two things.
  • True blanksA cell is really empty, and the file does not say whether the value is unknown, not applicable, or was never asked for.

See also

  • Data typeThe kind of value a column holds, such as text, whole number, decimal, date, or true and false. The type decides what operations make sense.
  • 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.
  • NullThe explicit marker a database or file uses for no value. It is different from zero, from an empty string, and from the text NULL typed into a cell.

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.