Internal Extractors

Transformation

Transformation is useful for a whole series of data improvement capabilities. Following are just a few common examples:

 
Transformation
  • Unify (multiple formats)
    ex. phone numbers, dates, rankings
  • Merge
    ex. Joining multiple fields
  • Calculate
    ex. Different scales normalized to 100 scale
  • Constrain
    ex. Avoid unnecessary content
  • Replace
    ex. replace 0s and 1 in database with Male and Female as text
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