Advanced Data Cleaning

SurveyGizmo offers a data cleaning tool that scrubs through your responses and filters out bad data that could skew your results. Here are common issues that our tool looks for:

  • Speeding through surveys
  • Straightlining (e.g. always selecting the first response), or creating a pattern with their responses
  • Writing gibberish in open text questions
  • Creating fake answers
  • Answering trap questions incorrectly
  • Inconsistently answering consistency check questions
  • Selecting all checkboxes
  • Selecting only a single checkbox
  • Writing one word answers for an essay question

The data cleaning tool walks you through each of these common issues so you can customize and apply them to your own results as needed. You’ll then get an overview of how many responses you excluded so you can get insight into the impact your efforts may have on your response total.

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