Eda, Exploratory Data Analysis, Pandas, Python.
features for tree-based algorithms, as the algorithm will allocate feature importance, it is still a good practice to check the correlation and remove features which are highly correlated. Before we started the correlation analysis, I had already noticed that cc_txn_amt_avg_mth is actually derived