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This video tutorial covers how to use the cut command to extract specific information from a CSV file exported from Stripe. It is a versatile tool that can filter out data from semi-structured files, not limited to CSVs or Stripe. The real-world use case presented involves parsing data from various CSV files using the cut tool extensively. The tutorial aims to showcase the utility of cut beyond CSV and Stripe applications. The example provided features a CSV file from Stripe with only three columns.