| | Neptune City, NJ | Alexandria, VA | United States |
| Population | 4,637 | 158,185 | 329,725,481 |
| Female Population | 47.6% | 51.6% | 50.5% |
| Male Population | 52.5% | 48.4% | 49.5% |
| Median Age | 39.9 | 37.1 | 38.4 |
| space3 | | | |
| Population - 2010 | 4,809 | 140,737 | 309,327,143 |
| Population - 2000 | 5,218 | 128,283 | 285,036,114 |
| Population - 1990 | 4,997 | 111,183 | 251,960,433 |
| Pop. 2000 to Now | -12.0% | 23.7% | 15.6% |
| Pop. 1990 to Now | -8.1% | 42.8% | 30.8% |
| space4 | | | |
| Population Density | 5,175.2 | 10,593.0 | 93.4 |
| Land Area | 0.9 | 14.9 | 3,531,905.4 |
| Water Area | 0.0 | 0.4 | 264,836.8 |
| space | | | |
| Est. Total Population By Age | | | |
| | Neptune City, NJ | Alexandria, VA | United States |
| Age 0 to 4 | 5.7% | 7.0% | 5.9% |
| Age 5 to 9 | 5.4% | 4.7% | 6.1% |
| Age 10 to 14 | 4.3% | 4.3% | 6.6% |
| Age 15 to 17 | 4.9% | 2.4% | 3.9% |
| Age 18 to 20 | 9.1% | 1.9% | 4.0% |
| Age 21 to 24 | 4.0% | 3.9% | 5.2% |
| Age 25 to 34 | 12.7% | 20.7% | 13.8% |
| Age 35 to 44 | 10.8% | 18.7% | 12.9% |
| Age 45 to 54 | 13.0% | 13.5% | 12.6% |
| Age 55 to 59 | 9.0% | 5.9% | 6.7% |
| Age 60 to 64 | 7.6% | 5.2% | 6.3% |
| Age 65 to 74 | 9.4% | 7.4% | 9.6% |
| Age 75 to 84 | 2.2% | 3.0% | 4.5% |
| Age 85 and over | 1.7% | 1.3% | 1.9% |
| space1 | | | |
| Race | | | |
| | Neptune City, NJ | Alexandria, VA | United States |
| White | 65.9% | 51.5% | 59.4% |
| Black | 19.4% | 21.1% | 12.2% |
| Asian | 1.0% | 6.4% | 5.6% |
| Native American | 0.0% | 0.1% | 0.6% |
| Hawaiian, Pacific Islander | 0.0% | 0.0% | 0.2% |
| Other | 1.5% | 0.3% | 0.4% |
| Two or More Races | 0.0% | 4.1% | 3.2% |
| Hispanic | 12.2% | 16.5% | 18.4% |
| space2 | | | |
| Marriage & Family | | | |
| | Neptune City, NJ | Alexandria, VA | United States |
| Married Population | 33.7% | 45.4% | 49.8% |
| Currently Married | 31.6% | 43.2% | 48.0% |
| Married but Separated | 2.1% | 2.2% | 1.8% |
| Single Population | 66.3% | 54.6% | 50.2% |
| Never Married | 45.4% | 40.2% | 33.8% |
| Divorced | 16.8% | 10.5% | 10.8% |
| Widowed | 4.1% | 3.9% | 5.6% |
| space5 | | | |
| Household Size | 2.22 | 2.11 | 2.60 |
| Households | 2,054 | 74,224 | 124,010,992 |
| Family Households | 1,113 | 34,516 | 80,755,759 |
| Married couple, w/children | 15.2% | 31.5% | 30.5% |
| Married couple, no children | 35.4% | 44.4% | 42.9% |
| Non Family Households | 941 | 39,708 | 43,255,233 |
| Single householder, w/children | 34.3% | 13.6% | 15.8% |
| Single householder, no children | 15.1% | 10.6% | 10.8% |