Andrew County is a county in the northwestern U.S. state of Missouri. As of the 2010 census, it had a population of 17,291. Its county seat is Savannah. The county was created on January 29, 1841 and named for Andrew Jackson Davis, a lawyer and prominent citizen of St. Louis.