Bioshock 1 and 2 take place in the underwater city of Rapture, located somewhere in the Atlantic Ocean. Bioshock 3 takes place in three places, New York City, the sky city of Columbia, and Paris. Bioshock series doesn't take place in one specific area, but they bring up the theory of parallel universe, which is what connects the series into one whole story.