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Together with the proliferation of data in companies, extra emphasis has been placed on ensuring data quality by minimizing duplication and guaranteeing the most correct, recent documents are made use of. The many methods involved with present day data administration involve data cleaning, as well as extract, remodel and cargo (ETL) procedures for