Randomly selecting questions would not have helped. In order for that to work, you have to randomly select the questioners, and then from a more varied pool than Long Island.
Libertarianism isn't really an East Coast thing.
If they'd had this debate in Denver, where the first one was held, there might have been some libertarian questions.