 It has gone for the Democratic candidate in three consecutive elections (2008, 2012 and 2016).In recent years, Dutchess County has become a powerful swing county at the national level, with both parties winning at least forty percent of the vote in every election since 1996.Dutchess County is split between two congressional districts.