To deal with the necessity to rename of exchange column names using a pre-present record, I will create a new sample dataframe df with First column names and unrelated new column names. CowperKettleCowperKettle 36.7k1818 gold badges137137 silver badges235235 bronze badges 2 Took me some time to s