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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.
Location of Stanton, Texas: Coordinates: Coordinates: Country: United States: State: Texas: County: Martin: Area â¢ Total: 1.8 sq mi (4.6 km 2) â¢ Land: 1.8 sq mi (4.5 km 2) â¢ Water