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Practice

Plan a safe text-cleaning sequence

Order a safe workflow for standardizing imported customer codes.

Arrange in the correct order
  1. 1. Replace the source only if appropriate
  2. 2. Validate samples and exceptions
  3. 3. Clean into a separate column
  4. 4. Inspect the raw patterns