Finding Non Numeric Columns

Deja vu - had done something like this when Dataquest was open a few days..

chatG:

Look for columns containing 'object' or 'category' - you like?

Look for columns excluding np.number : dataset.select_dtypes(exclude=[np.number]).columns

Collect columns for which pd.api.types.is_numeric_dtype is False : non_numeric_columns = filter(lambda col: not is_numeric_dtype(df[col]), df.columns)