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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.
The per capita income for the city was $13,634. About 19.7% of families and 22.0% of the population were below the poverty line, including 26.0% of those under age 18 and 22.0% of those age 65 or over. Craig Eiland, Texas state representative from Galveston; born in Stanton in 1962.