To deal with the necessity to rename of replace column names using a pre-existing record, I am going to develop a new sample dataframe df with Preliminary column names and unrelated new column names. this isn't the challenge OP was struggling with plus your issue is Together with the makefile https://evansb451asb9.wikiap.com/user