FutureWarning: Dropping invalid columns in DataFrameGroupBy
You selected column [1:13]
to be filled, but you fill it with the full dataset.
Or with other words, try something like:
default.iloc[:, 1:13] = default.iloc[:, 1:13].fillna(default.iloc[:, 1:13].mean())