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Survey and research CSVs: cleaning open-ended fields locally

Qualtrics-style exports: previewing open text, checking skip logic, before R, Python, or SPSS workflows.

Veröffentlicht am 21. März 2025 · Table

Researchers sanity-check exports for wide format vs long format, missing waves, and delimiter issues in open-ended responses before statistical coding.

Preview goals

  • Confirm response codes align with the questionnaire PDF.
  • Spot multiline answers that wrapped oddly in the export.
  • Verify panel IDs are unique per respondent.

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