Something like that. The design, aesthetics of the game weren't the type I'm into. I like darker shooters, I like action but with horror elements so I prefer the setting of Rapture than of Columbia.
Bioshock 2 took what I liked of the first game and added more into it. Infinite made things too different, not that its a bad thing for a sequel to do, but those changes didn't attract me. I wanted more of Rapture so even though Bioshock 2 has its flaws I got what I wanted.