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Pandas. DataFrame. drop() method is used to remove the columns from the DataFrame, by default it doesn't remove on the existing DataFrame instead it returns a new DataFrame after dropping the columns specified with the drop method. In order to remove columns on the existing DataFrame object use inplace=True param.