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Stanton, Texas. Stanton is a city in and the county seat of Martin County, Texas, United States. The population was 2,492 at the 2010 census.
Stanton, Texas - Basic Facts. The City of Stanton had a population of 2,501 as of July 1, 2016. Stanton ranks in the upper quartile for Diversity Index when compared to the other cities, towns and Census Designated Places (CDPs) in Texas. See peer rankings below.