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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 is located at (32.130740, -101.792072 According to the United States Census Bureau, the city has a total area of 1.8 square miles (4.7 km 2), of which, 1.8 square miles (4.7 km 2) of it is land and 0.56% is water.