I'm in a hodgepodge state (NC). We call it soda. I don't know anyone who calls it pop, and "coke" typically means Coca-Cola (so if you order a coke, they don't ask you "what kind?" like they do in the areas where it's all called coke).
My mom comes from the Western part of the state, though, and she calls everything "Co-Cola."