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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.
Опубликовано 21 марта 2025 г. · 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.