 And then the Kansas City Athletics moved to Oakland to become the Oakland Athletics. Now Kansas City got a replacement team through expansion with the Kansas City Royals. Philadelphia at one time had two teams, both the Athletics and the Phillies. But when the Athletics moved out, the Phillies were the lone team in Philadelphia and have been for over 100 years.