Two speakers were arguing over the international politics. One of them accused other of holding a cosmopolitan bias. This infuriated the other speaker. I don't remember exactly what was the provocation.
The assumption is that people who live in big cities have different beliefs or attitudes from those who don’t. You can call these people “cosmopolitan” and “provincial” respectively. Beliefs and attitude form part (or all) of one’s “bias”.