@staticmethod
def transform_category_nans(df):
    """ONLY TRANSFORM: Convert np.NaNs to a category 'NaN'"""
    for column in df.select_dtypes(include=['category']).columns:
        if 'NaN' in df[column].cat.categories:
            df[column].fillna('NaN', inplace=True)
