There are some states where you can still buy them year round. Holiday or not.
South Carolina comes to mind because I was there a few months ago. They have giant stores all over the state.
As a Canadian, the earliest memories I have of driving into the United States were seeing the giant "fireworks" billboards lining the interstate. I know it depends on the state, but it's one of those things you notice as an outsider.
