| | Roscoe, NY | Montgomery, NY | United States |
| Population | 434 | 23,184 | 329,725,481 |
| Female Population | 58.5% | 51.9% | 50.5% |
| Male Population | 41.5% | 48.1% | 49.5% |
| Median Age | 63.6 | 38.9 | 38.4 |
| space3 | | | |
| Population - 2010 | 543 | 22,674 | 309,327,143 |
| Population - 2000 | 597 | 20,891 | 285,036,114 |
| Population - 1990 | 562 | 18,501 | 251,960,433 |
| Pop. 2000 to Now | 3.0% | 14.2% | 15.6% |
| Pop. 1990 to Now | 9.4% | 29.0% | 30.8% |
| space4 | | | |
| Population Density | 604.5 | 461.3 | 93.4 |
| Land Area | 0.7 | 50.3 | 3,531,905.4 |
| Water Area | 0.0 | 0.9 | 264,836.8 |
| space | | | |
| Est. Total Population By Age | | | |
| | Roscoe, NY | Montgomery, NY | United States |
| Age 0 to 4 | 0.0% | 4.9% | 5.9% |
| Age 5 to 9 | 0.0% | 7.5% | 6.1% |
| Age 10 to 14 | 3.0% | 7.2% | 6.6% |
| Age 15 to 17 | 2.8% | 4.8% | 3.9% |
| Age 18 to 20 | 0.0% | 5.0% | 4.0% |
| Age 21 to 24 | 0.0% | 4.8% | 5.2% |
| Age 25 to 34 | 0.0% | 11.3% | 13.8% |
| Age 35 to 44 | 6.0% | 12.7% | 12.9% |
| Age 45 to 54 | 23.3% | 13.7% | 12.6% |
| Age 55 to 59 | 11.1% | 7.8% | 6.7% |
| Age 60 to 64 | 5.5% | 6.9% | 6.3% |
| Age 65 to 74 | 39.9% | 7.1% | 9.6% |
| Age 75 to 84 | 8.5% | 4.5% | 4.5% |
| Age 85 and over | 0.0% | 1.9% | 1.9% |
| space1 | | | |
| Race | | | |
| | Roscoe, NY | Montgomery, NY | United States |
| White | 94.2% | 72.1% | 59.4% |
| Black | 0.0% | 9.3% | 12.2% |
| Asian | 0.0% | 0.8% | 5.6% |
| Native American | 0.0% | 0.0% | 0.6% |
| Hawaiian, Pacific Islander | 0.0% | 0.1% | 0.2% |
| Other | 0.0% | 0.3% | 0.4% |
| Two or More Races | 3.0% | 3.9% | 3.2% |
| Hispanic | 2.8% | 13.4% | 18.4% |
| space2 | | | |
| Marriage & Family | | | |
| | Roscoe, NY | Montgomery, NY | United States |
| Married Population | 68.9% | 50.8% | 49.8% |
| Currently Married | 68.9% | 48.9% | 48.0% |
| Married but Separated | 0.0% | 1.8% | 1.8% |
| Single Population | 31.1% | 49.2% | 50.2% |
| Never Married | 20.7% | 32.5% | 33.8% |
| Divorced | 10.5% | 11.1% | 10.8% |
| Widowed | 0.0% | 5.5% | 5.6% |
| space5 | | | |
| Household Size | 2.60 | 2.72 | 2.60 |
| Households | 167 | 8,330 | 124,010,992 |
| Family Households | 144 | 5,682 | 80,755,759 |
| Married couple, w/children | 22.9% | 34.0% | 30.5% |
| Married couple, no children | 60.4% | 42.2% | 42.9% |
| Non Family Households | 23 | 2,648 | 43,255,233 |
| Single householder, w/children | 0.0% | 16.3% | 15.8% |
| Single householder, no children | 16.7% | 7.5% | 10.8% |