To center on the need to rename of swap column names having a pre-present list, I will develop a new sample dataframe df with Preliminary column names and unrelated new column names. Your first is proper as-is, except you'll want to clear away the problem mark at the tip because https://robertq457vvi7.wikicorrespondent.com/user