Nelson, Nevada - Population 37 (2014) - Nelson is a census-designated place in Clark County, Nevada, United States, in the Las Vegas metropolitan area. The community is in the Pacific Standard Time zone. The location of Nelson is in El Dorado Canyon, Eldorado Mountains. The town is in the southeast region of the Eldorado Valley. As of the 2010 census it had a population of 37.