Mock data is random data that follows a predefined column format. In contrast to generating synthetic data, generating mock data does not require training a model to preserve information from the original data set. Since no access to the original data is needed, the resulting data does not contain any statistical information from the original data. Examples of mock data are random numbers, random names or random email addresses.