| | Carrollton, OH | Atwater, CA | United States |
| Population | 3,186 | 31,401 | 329,725,481 |
| Female Population | 52.1% | 49.7% | 50.5% |
| Male Population | 47.9% | 50.3% | 49.5% |
| Median Age | 45 | 34.1 | 38.4 |
| space3 | | | |
| Population - 2010 | 3,243 | 28,614 | 309,327,143 |
| Population - 2000 | 3,190 | 23,113 | 285,036,114 |
| Population - 1990 | 3,042 | 22,282 | 251,960,433 |
| Pop. 2000 to Now | -5.4% | 31.1% | 15.6% |
| Pop. 1990 to Now | -0.8% | 36.0% | 30.8% |
| space4 | | | |
| Population Density | 1,157.7 | 5,154.5 | 93.4 |
| Land Area | 2.8 | 6.1 | 3,531,905.4 |
| Water Area | 0.0 | 0.0 | 264,836.8 |
| space | | | |
| Est. Total Population By Age | | | |
| | Carrollton, OH | Atwater, CA | United States |
| Age 0 to 4 | 0.5% | 6.0% | 5.9% |
| Age 5 to 9 | 6.7% | 7.9% | 6.1% |
| Age 10 to 14 | 8.1% | 9.4% | 6.6% |
| Age 15 to 17 | 4.1% | 4.9% | 3.9% |
| Age 18 to 20 | 2.4% | 3.7% | 4.0% |
| Age 21 to 24 | 4.8% | 5.3% | 5.2% |
| Age 25 to 34 | 12.3% | 13.9% | 13.8% |
| Age 35 to 44 | 11.1% | 13.6% | 12.9% |
| Age 45 to 54 | 13.3% | 11.7% | 12.6% |
| Age 55 to 59 | 8.2% | 6.1% | 6.7% |
| Age 60 to 64 | 4.4% | 5.0% | 6.3% |
| Age 65 to 74 | 9.7% | 6.6% | 9.6% |
| Age 75 to 84 | 9.3% | 4.1% | 4.5% |
| Age 85 and over | 5.1% | 1.8% | 1.9% |
| space1 | | | |
| Race | | | |
| | Carrollton, OH | Atwater, CA | United States |
| White | 97.2% | 31.9% | 59.4% |
| Black | 2.2% | 3.9% | 12.2% |
| Asian | 0.0% | 5.0% | 5.6% |
| Native American | 0.0% | 0.1% | 0.6% |
| Hawaiian, Pacific Islander | 0.0% | 0.8% | 0.2% |
| Other | 0.0% | 0.4% | 0.4% |
| Two or More Races | 0.0% | 2.6% | 3.2% |
| Hispanic | 0.6% | 55.3% | 18.4% |
| space2 | | | |
| Marriage & Family | | | |
| | Carrollton, OH | Atwater, CA | United States |
| Married Population | 49.7% | 51.8% | 49.8% |
| Currently Married | 47.3% | 47.8% | 48.0% |
| Married but Separated | 2.4% | 3.9% | 1.8% |
| Single Population | 50.3% | 48.2% | 50.2% |
| Never Married | 29.5% | 32.4% | 33.8% |
| Divorced | 16.5% | 9.2% | 10.8% |
| Widowed | 4.3% | 6.7% | 5.6% |
| space5 | | | |
| Household Size | 2.04 | 3.03 | 2.60 |
| Households | 1,476 | 10,309 | 124,010,992 |
| Family Households | 929 | 7,783 | 80,755,759 |
| Married couple, w/children | 20.2% | 30.9% | 30.5% |
| Married couple, no children | 49.3% | 34.6% | 42.9% |
| Non Family Households | 547 | 2,526 | 43,255,233 |
| Single householder, w/children | 17.3% | 22.1% | 15.8% |
| Single householder, no children | 13.1% | 12.5% | 10.8% |