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Glossary

Data type

The kind of value a column holds, such as text, whole number, decimal, date, or true and false. The type decides what operations make sense.

Where it comes up

  • Numbers stored as textA column of quantities contains symbols, separators, or words that stop software reading it as numbers.

See also

  • Type coercionConverting a value from one data type to another, such as the text 1,200 to the number 1200. It may be requested, or done automatically by software.
  • SchemaThe declared structure of a dataset: its columns, their names and types, and the rules they must satisfy.
  • ParsingReading text and working out its structure: turning the characters 03/04/2025 into a date, or one line of a file into separate fields.

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.