 Madison County also gave Evan McMullin almost thirty percent of the vote in 2016, which was his best performance of any county in the entire country that year.At the state level Madison County is located in Legislative District 34, which currently has an all-Republican delegation in the Idaho Legislature.According to the U.S. Census Bureau, the county has a total area of , of which is land and (0.8%) is water.