That graph in the OP is dishonest. Here's the actual data that wasn't cherry picked (and taken directly from the same data source as the OP, using the excel file provided by the US government and charted in excel):
Here are the tables from the report, if you'd like to do your own analysis: http://nces.ed.gov/programs/digest/2010menu_tables.asp