Answers for "how to find categorical columns in pandas"

python dataframe get numeric columns

dfnew = df.select_dtypes(include=np.number)

display all categorical column in pandas dataframe

# get all categorical columns in the dataframe
catCols = [col for col in df.columns if df[col].dtype=="O"]

python dataframe get numeric columns

dfnew = df._get_numeric_data()