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The code master_df.drop(["Film Number"], axis=1, inplace=True) you have written is right. What is happening is like you have removed the column perfectly but while converting to csv file or excel file the index column (whatever column you have mentioned with values like 0,1,2,3) get added in the output so please replace one more argument index=...

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