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Practice

Order a safe cleanup workflow

Put these actions in the best order before a team-ready dataset is reviewed.

Arrange in the correct order
  1. 1. Validate with a small sample against expected output
  2. 2. Resolve missing values and obvious placeholders
  3. 3. Assign explicit number/date formats before analysis
  4. 4. Standardize case and spacing for text fields