The Anonymise icon removes all identifiable information, while the survey score is retained.
To anonymise respondent data, you will need to access the Respondents tab, then:
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Search for the user in question through a contact identifier
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Click the circular button to the left of the results table
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Select all that need to be anonymised
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Click the Anonymise button at in the Actions column