| | Arlington, TX | Gastonia, NC | United States |
| Population | 392,304 | 79,483 | 329,725,481 |
| Female Population | 51.0% | 52.2% | 50.5% |
| Male Population | 49.0% | 47.8% | 49.5% |
| Median Age | 33.1 | 38 | 38.4 |
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| Population - 2010 | 365,920 | 71,716 | 309,327,143 |
| Population - 2000 | 332,969 | 66,277 | 285,036,114 |
| Population - 1990 | 261,721 | 54,732 | 251,960,433 |
| Pop. 2000 to Now | 19.8% | 17.1% | 15.6% |
| Pop. 1990 to Now | 52.4% | 41.9% | 30.8% |
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| Population Density | 4,094.6 | 1,539.0 | 93.4 |
| Land Area | 95.8 | 51.6 | 3,531,905.4 |
| Water Area | 3.7 | 0.2 | 264,836.8 |
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| Est. Total Population By Age | | | |
| | Arlington, TX | Gastonia, NC | United States |
| Age 0 to 4 | 6.7% | 6.2% | 5.9% |
| Age 5 to 9 | 7.3% | 7.2% | 6.1% |
| Age 10 to 14 | 7.4% | 7.2% | 6.6% |
| Age 15 to 17 | 4.5% | 4.3% | 3.9% |
| Age 18 to 20 | 4.9% | 3.8% | 4.0% |
| Age 21 to 24 | 6.2% | 4.4% | 5.2% |
| Age 25 to 34 | 15.9% | 13.5% | 13.8% |
| Age 35 to 44 | 13.1% | 13.3% | 12.9% |
| Age 45 to 54 | 12.6% | 13.4% | 12.6% |
| Age 55 to 59 | 5.7% | 5.9% | 6.7% |
| Age 60 to 64 | 5.2% | 5.4% | 6.3% |
| Age 65 to 74 | 7.0% | 9.5% | 9.6% |
| Age 75 to 84 | 2.7% | 4.2% | 4.5% |
| Age 85 and over | 1.0% | 1.8% | 1.9% |
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| Race | | | |
| | Arlington, TX | Gastonia, NC | United States |
| White | 37.6% | 55.6% | 59.4% |
| Black | 22.4% | 29.4% | 12.2% |
| Asian | 6.6% | 1.3% | 5.6% |
| Native American | 0.2% | 0.1% | 0.6% |
| Hawaiian, Pacific Islander | 0.3% | 0.0% | 0.2% |
| Other | 0.4% | 0.2% | 0.4% |
| Two or More Races | 2.7% | 3.3% | 3.2% |
| Hispanic | 29.9% | 10.0% | 18.4% |
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| Marriage & Family | | | |
| | Arlington, TX | Gastonia, NC | United States |
| Married Population | 48.3% | 46.0% | 49.8% |
| Currently Married | 45.9% | 43.3% | 48.0% |
| Married but Separated | 2.3% | 2.8% | 1.8% |
| Single Population | 51.7% | 54.0% | 50.2% |
| Never Married | 36.4% | 34.0% | 33.8% |
| Divorced | 11.0% | 13.3% | 10.8% |
| Widowed | 4.4% | 6.7% | 5.6% |
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| Household Size | 2.85 | 2.52 | 2.60 |
| Households | 136,263 | 30,991 | 124,010,992 |
| Family Households | 93,680 | 19,139 | 80,755,759 |
| Married couple, w/children | 32.7% | 29.3% | 30.5% |
| Married couple, no children | 35.8% | 36.6% | 42.9% |
| Non Family Households | 42,583 | 11,852 | 43,255,233 |
| Single householder, w/children | 19.4% | 21.7% | 15.8% |
| Single householder, no children | 12.1% | 12.4% | 10.8% |