4d6e349e05de71d7473ad2ed853b4f9b40746409,scattertext/TermDocMatrix.py,TermDocMatrix,get_metadata_freq_df,#TermDocMatrix#Any#,188

Before Change

        -------
        pd.DataFrame indexed on metadata, with columns giving frequencies for each category
        """
        row = self._row_category_ids_for_meta()
        newX = csr_matrix((self._mX.data, (row, self._mX.indices)))
        return self._metadata_freq_df_from_matrix(newX, label_append)

    def _row_category_ids(self):
        row = self._X.tocoo().row
        for i, cat in enumerate(self._y):

After Change

                            dtype=self.get_metadata_doc_mat().dtype)
        for cat_i in range(self.get_num_categories()):
            freq_mat[:, cat_i] = self._mX[self._y == cat_i, :].sum(axis=0)
        return pd.DataFrame(freq_mat,
                            index=pd.Series(self.get_metadata(), name="term"),
                            columns=[c + label_append for c in self.get_categories()])

    def _row_category_ids(self):
        row = self._X.tocoo().row
        for i, cat in enumerate(self._y):

Instances