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The video tutorial discusses converting categorical date formats into actual date time. The tutorial begins by getting the data frame URL, importing pandas, and reading the data frame using pd.read_csv. The instructor then previews the data using df.head and explores the data length. The focus is on the "effective to date" column, which is recognized as a string but needs to be converted to a date format.