| | Alvarado, TX | Raleigh, NC | United States |
| Population | 4,660 | 462,219 | 329,725,481 |
| Female Population | 49.1% | 51.4% | 50.5% |
| Male Population | 50.9% | 48.6% | 49.5% |
| Median Age | 29.4 | 34.2 | 38.4 |
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| Population - 2010 | 3,757 | 406,412 | 309,327,143 |
| Population - 2000 | 3,288 | 276,093 | 285,036,114 |
| Population - 1990 | 2,918 | 207,951 | 251,960,433 |
| Pop. 2000 to Now | 40.6% | 71.8% | 15.6% |
| Pop. 1990 to Now | 58.5% | 128.1% | 30.8% |
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| Population Density | 1,122.4 | 3,181.7 | 93.4 |
| Land Area | 4.2 | 145.3 | 3,531,905.4 |
| Water Area | 0.7 | 1.1 | 264,836.8 |
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| Est. Total Population By Age | | | |
| | Alvarado, TX | Raleigh, NC | United States |
| Age 0 to 4 | 9.9% | 5.6% | 5.9% |
| Age 5 to 9 | 11.1% | 5.5% | 6.1% |
| Age 10 to 14 | 5.0% | 6.0% | 6.6% |
| Age 15 to 17 | 5.0% | 3.5% | 3.9% |
| Age 18 to 20 | 1.7% | 5.6% | 4.0% |
| Age 21 to 24 | 5.6% | 6.7% | 5.2% |
| Age 25 to 34 | 17.6% | 18.6% | 13.8% |
| Age 35 to 44 | 8.6% | 14.5% | 12.9% |
| Age 45 to 54 | 16.2% | 12.8% | 12.6% |
| Age 55 to 59 | 3.0% | 5.7% | 6.7% |
| Age 60 to 64 | 1.9% | 4.7% | 6.3% |
| Age 65 to 74 | 9.8% | 6.6% | 9.6% |
| Age 75 to 84 | 4.0% | 3.0% | 4.5% |
| Age 85 and over | 0.5% | 1.2% | 1.9% |
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| Race | | | |
| | Alvarado, TX | Raleigh, NC | United States |
| White | 57.4% | 52.4% | 59.4% |
| Black | 12.6% | 27.9% | 12.2% |
| Asian | 0.0% | 4.7% | 5.6% |
| Native American | 0.0% | 0.2% | 0.6% |
| Hawaiian, Pacific Islander | 0.0% | 0.0% | 0.2% |
| Other | 0.4% | 0.4% | 0.4% |
| Two or More Races | 2.2% | 2.9% | 3.2% |
| Hispanic | 27.4% | 11.3% | 18.4% |
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| Marriage & Family | | | |
| | Alvarado, TX | Raleigh, NC | United States |
| Married Population | 54.4% | 42.1% | 49.8% |
| Currently Married | 51.3% | 40.0% | 48.0% |
| Married but Separated | 3.1% | 2.1% | 1.8% |
| Single Population | 45.6% | 57.9% | 50.2% |
| Never Married | 20.8% | 43.2% | 33.8% |
| Divorced | 11.3% | 11.0% | 10.8% |
| Widowed | 13.5% | 3.8% | 5.6% |
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| Household Size | 2.94 | 2.37 | 2.60 |
| Households | 1,545 | 187,234 | 124,010,992 |
| Family Households | 1,232 | 101,517 | 80,755,759 |
| Married couple, w/children | 37.6% | 31.5% | 30.5% |
| Married couple, no children | 29.0% | 38.6% | 42.9% |
| Non Family Households | 313 | 85,717 | 43,255,233 |
| Single householder, w/children | 16.2% | 19.0% | 15.8% |
| Single householder, no children | 17.3% | 11.0% | 10.8% |