Below is the graphic representation of an online poll where people give the common name. Study began several years ago.
Links about the study are BoingBoing: Map of words used for “carbonated beverage” in USA, by county and Gadling: Soda, Pop, or Coke?Generic Names for Soft Drinks by County
Image from BoingBoing