Python codes to log transform your columns
Load the required packages
Load your .csv file, assign first column as index
Log2-transform column labelled as ratio_X, and make new column labelled log2FC_X with the transformed values
-log transform column labelled as pval_X, and make new column labelled neg_logP_X with the transformed values