The best college town is Boston. There are 30 colleges in the city, Harvard, MIT, Tufts and BC top the list. Yale (Connecticut) and Brown (Rhode Island) are on the way from NYC to Boston - though the cities of Providence and New Haven are underwhelming. Georgetown and UM, College Park in the DC area.
You might wanna start in North Carolina - Duke and UNC Chapel Hill are damn good schools.