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Teradata ADS Generator, part of the Teradata Warehouse Miner family of products, was built to support both comprehensive data profiling as well as analytic data generation for Teradata customers.  Neither the data profiling nor the analytic data set generation capabilities of the product require any movement of data outside of the warehouse and utilize as much of the data as the analyst or data scientist requires.  Results and metadata are stored directly in the database while utilizing the parallel, scalable processing power of the Teradata platforms to perform data intensive operations.