In terms of living happily, the best way is to eliminate strain. Share Strengthen this response Stick todf.columns = new wherever new could be the listing of new columns names is so simple as it receives. The disadvantage of this approach is usually that it calls for enhancing the existing dataframe's columns attribute and it is not done inline. I'