Geo quick facts: Greene County is a county located on the eastern border of the U.S. state of Tennessee. As of the 2010 census, the population was 68,831. Its county seat is Greeneville, and the current county mayor is Kevin C. Morrison. Greene County comprises the Greeneville, TN Micropolitan Statistical Area – Wikipedia.