So it turns out that there is no difference between whiskey and scotch. It's all in the location. In fact, it goes kind of like this:
Scotch is to whiskey
Champaign is to sparkling wine
Just don't ask about bourbon, gin, and tequila. I'm still trying to figure those ones out.