 The data was released by Netflix 2006 after de-identification, which consisted of replacing individual names with random numbers and moving around personal details.The two researchers de-anonymized some of the data by comparing it with non-anonymous IMDb (Internet Movie Database) users’ movie ratings.Very little information from the database, it was found, was needed to identify the subscriber.