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9 Tips to Help
You Clean Your
Survey Data
Tip 1: Duplicate Entries
Tip 2: Review and Code Other(s)
Tip 3: Check Straight-liners
Tip 4: Check Time to Complete
Tip 5: Skipped Questions
Tip 6: Open-Ends
Tip 7: Review Red Herrings
Tip 8: Review Logic
Tip 9: Spell Check and Grammar
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9 Data Cleaning Tips for Your Surveys