CCleanMySheet

CleanMySheet guide

Clean survey spreadsheet exports

The Survey responses bundle trims text, unifies N/A-style blanks, maps yes/no synonyms, and removes exact duplicate submissions. Likert text is not rewritten; we do not invent scale scores.

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Steps

  1. Download responses as CSV
  2. Apply Survey responses
  3. Standardize dates if you have timestamps
  4. Export

Gender columns

If a column is named gender or sex, Standardize gender maps M/Male/Man to Male without sending answers to an API.

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