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Section A.3 Data Transformation and Workflow

  • Are related data-cleaning steps grouped into clear, readable pipelines?
  • Does each transformation perform one clear task?
  • Are intermediate objects created only when they serve a clear purpose?
  • Does the order of transformations make logical sense?
  • Can the entire workflow be re-run from top to bottom without errors?