Jefferson Davis County is a county located in the U.S. state of Mississippi. As of the 2010 census, 12,487 people lived there. Its county seat is Prentiss. The county was founded on March 31, 1906. It is named in honor of Mississippi Senator and Confederate President Jefferson Davis.