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The video tutorial covers how to handle comma substitutions in a comma separated values file when dealing with company names or names with embedded commas within a column. This can cause issues when parsing out specific columns. The tutorial demonstrates how to remove a comma in one column without disrupting the column separators. The input file used in the tutorial is initially semicolon delimited but will be changed to comma delimited.