if edge[0] not in lone_author_threads and edge[1] not in lone_author_threads:
                    if edge[0] in msgs_before_time and edge[1] in msgs_before_time:
                        try:
                            discussion_graph.node[edge[0]]['sender']
                            discussion_graph.node[edge[1]]['sender']