def get_term_freq_df(self, label_append=' freq'):
        '''
        Parameters
        -------
        label_append : str

        Returns
        -------
        pd.DataFrame indexed on terms, with columns giving frequencies for each
        '''

        '''
        row = self._row_category_ids()
        newX = csr_matrix((self._X.data, (row, self._X.indices)))
        return self._term_freq_df_from_matrix(newX)
        '''
        mat = self.get_term_freq_mat()
        return pd.DataFrame(mat,
                            index=pd.Series(self.get_terms(), name='term'),
                            columns=[str(c) + label_append for c in self.get_categories()])

        Parameters
        -------
        label_append : str

        Returns
        -------
        pd.DataFrame indexed on terms, with columns giving frequencies for each
        
scattertext/TermDocMatrix.py