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The tutorial by Semak from Enterprise DNA presents a scenario on analyzing oil and gas production data in the U.S. The dataset has varying date formats, which the presenter wants to convert to UK format. This involves changing from month year day format to day month year format. The video demonstrates how this issue can be resolved.