Dirty data

Dirty data are data that are collected in surveys that may have some imperfections. These imperfections alone may or may not be sufficient to protect individual privacy. Using a dog show as an example, we show how by making small changes to the collected data we can maintain confidentiality but not harm what can be learned.

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