Floyd County is a county located in the U.S. state of Indiana. Its county seat is New Albany. The population of the county was 80,484 as of the 2020 United States Census. Floyd County has the second-smallest land area in the entire state. It was formed in the year 1819 from neighboring Clark and Harrison counties. Floyd County is part of the Louisville/Jefferson County, KY–IN Metropolitan Statistical Area.