It's a strange thing. One side of the city where I grew up calls it "soda." The other side calls it "pop." It's this strange disconnect since the most popular restaurant on each side of town is a Bob Evans.
When I went to Louisville in Kentucky, everything there was "coke." The waitress literally said, after I ordered a Pepsi, "One Pepsi-coke."