# Split the dataset 2 parts that categorical and numerical
cat_col=list(df1.select_dtypes(include="object").columns)
num_col=list(df1.select_dtypes(exclude="object").columns)
print("Categorical Features:",cat_col,sep="\n\n")
print("")
print("Numerical Features:",num_col,sep="\n\n")
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