 Randolph County occupies and contained a population of 17,969 people in 7,299 households as of the 2010 Census, ranking it 38th in size and 41st in population among the state's 75 counties.The economy is largely based on agriculture and small manufacturing.Poverty and unemployment rates are above national averages, but steady.