The site looks either partisan or just bonkers but the graph seems fine. I'd say that looking at anything pre-WWII at the earliest is a waste of time. Recent trends in the deficit seem to have started around the Reagan era.
---------- Post added 2013-03-22 at 01:30 AM ----------
Again, sorry that the site is partisan.