 About 22.4% of families and 23.7% of the population were below the poverty line, including 29.3% of those under age 18 and 21.1% of those age 65 or over.Clay County was formerly reliably Democratic, but it has shifted sharply Republican in recent years.In the motion picture "The Silence of the Lambs", the victim was found in the Elk River in Clay County.