Being from the Chicago area, I know that it originated around Chicago from the "Hutchinson Stopper." A device used to close a bottle which contained soda. Once the stopper was opened, it created a popping sound. Take a look at the article below. Scroll down to "Soda Pop"
HBDHistoryAndPop