code: def transform_df(self, df):
          
          if (len(df) == 0) or (len(self) == 0):
              return df
  
          # Each scale transforms the columns it understands
          for sc in self:
              df = sc.transform_df(df)
          return df
docs: Transform values in a dataframe.
  
          Returns dataframe