Can network science help us understand and possibly predict the voting behavior on contentious political issues? In a recent article in Applied Network Science, Carla Intal and Taha Yasseri investigated the voting patterns of British MPs in order to identify and analyze intra-party conflicts and inter-party alliances in the context of Brexit.