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With the proliferation of data in organizations, added emphasis has long been put on ensuring data high quality by decreasing duplication and guaranteeing probably the most precise, existing documents are utilized. The various steps involved with present day data administration involve data cleansing, in addition to extract, transform and cargo (ET