Township of East Madison is a civil located in Polk County, Missouri. It appears on the Fair Play USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 971.23 feet (296.03 m) above sea level. The nearest populated place is Fair Play, approximately 1.8 miles to the W.