To deal with the need to rename of switch column names with a pre-current list, I am going to produce a new sample dataframe df with initial column names and unrelated new column names. Your authentic is correct as-is, apart from you need to take away the concern mark at https://stackballlevelschallenge72550.blogminds.com/the-2-minute-rule-for-stack-ball-arcade-game-33463248