I think it was because of the Battle of New Orleans (the war was already over by the way.) And being one of the last presidents to have a balanced budget without any national debt.
Scotland, I've always loved their sense of patriotism of their country, as well as their ability of tolerance, which is hard to find (for me at least) in the states.