If JSON data is to be shared for analysis, it's often necessary to depersonalize the data first. Depersonalization is different than anonymization. If data is anonymized, all information about the user is removed. Depersonalization, however, changes the user information to values that can't be recognized as being related to the real user. This way, it's still possible to see relationships within the data.