De-identified data refers to data obtained that has sensitive and personal information removed. Theoretically, someone who has access to de-identified data cannot be able to trace back this information to an individual. Practically, there are nuances to consider about de-identified data. It is possible for sensitive information to be removed and still be able to identify a person. Due to these nuances, guidelines have been established about how to properly handle sensitive data.