Usually means: Cleaning data for accuracy, usability.
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We found 6 dictionaries that define the word data scrubbing:

General (3 matching dictionaries)
  1. data-scrubbing: Wordnik
  2. data scrubbing: Wiktionary
  3. Data scrubbing: Wikipedia, the Free Encyclopedia

Computing (3 matching dictionaries)
  1. Data Scrubbing: CCI Computer
  2. Webopedia (No longer online)
  3. data scrubbing: Encyclopedia

Definitions from Wiktionary (data scrubbing)

noun:  (computing) An error-correction technique that periodically inspects main memory or storage for errors, then correct detected errors using redundant data in the form of different checksums or copies of data.

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