| | Olney, MD | Columbia, MD | United States |
| Population | 35,815 | 105,086 | 329,725,481 |
| Female Population | 50.6% | 51.9% | 50.5% |
| Male Population | 49.4% | 48.1% | 49.5% |
| Median Age | 42.4 | 38.9 | 38.4 |
| space3 | | | |
| Population - 2010 | 33,167 | 98,379 | 309,327,143 |
| Population - 2000 | 31,438 | 88,254 | 285,036,114 |
| Population - 1990 | 23,019 | 75,883 | 251,960,433 |
| Pop. 2000 to Now | 15.8% | 23.2% | 15.6% |
| Pop. 1990 to Now | 58.2% | 43.3% | 30.8% |
| space4 | | | |
| Population Density | 2,210.8 | 3,290.5 | 93.4 |
| Land Area | 16.2 | 31.9 | 3,531,905.4 |
| Water Area | 0.0 | 0.3 | 264,836.8 |
| space | | | |
| Est. Total Population By Age | | | |
| | Olney, MD | Columbia, MD | United States |
| Age 0 to 4 | 5.6% | 5.5% | 5.9% |
| Age 5 to 9 | 6.0% | 5.4% | 6.1% |
| Age 10 to 14 | 7.1% | 6.4% | 6.6% |
| Age 15 to 17 | 5.2% | 3.9% | 3.9% |
| Age 18 to 20 | 3.6% | 3.6% | 4.0% |
| Age 21 to 24 | 4.7% | 5.2% | 5.2% |
| Age 25 to 34 | 8.8% | 14.4% | 13.8% |
| Age 35 to 44 | 12.5% | 14.1% | 12.9% |
| Age 45 to 54 | 15.7% | 13.3% | 12.6% |
| Age 55 to 59 | 7.6% | 6.8% | 6.7% |
| Age 60 to 64 | 6.9% | 5.8% | 6.3% |
| Age 65 to 74 | 9.5% | 8.9% | 9.6% |
| Age 75 to 84 | 4.5% | 4.7% | 4.5% |
| Age 85 and over | 2.2% | 2.1% | 1.9% |
| space1 | | | |
| Race | | | |
| | Olney, MD | Columbia, MD | United States |
| White | 57.9% | 44.8% | 59.4% |
| Black | 13.6% | 27.2% | 12.2% |
| Asian | 12.7% | 13.3% | 5.6% |
| Native American | 0.2% | 0.3% | 0.6% |
| Hawaiian, Pacific Islander | 0.0% | 0.0% | 0.2% |
| Other | 0.4% | 0.7% | 0.4% |
| Two or More Races | 5.4% | 5.0% | 3.2% |
| Hispanic | 9.8% | 8.6% | 18.4% |
| space2 | | | |
| Marriage & Family | | | |
| | Olney, MD | Columbia, MD | United States |
| Married Population | 61.0% | 49.7% | 49.8% |
| Currently Married | 59.6% | 48.3% | 48.0% |
| Married but Separated | 1.3% | 1.4% | 1.8% |
| Single Population | 39.0% | 50.3% | 50.2% |
| Never Married | 28.2% | 34.8% | 33.8% |
| Divorced | 7.2% | 10.1% | 10.8% |
| Widowed | 3.7% | 5.4% | 5.6% |
| space5 | | | |
| Household Size | 3.00 | 2.55 | 2.60 |
| Households | 11,899 | 40,937 | 124,010,992 |
| Family Households | 9,840 | 27,463 | 80,755,759 |
| Married couple, w/children | 38.5% | 30.4% | 30.5% |
| Married couple, no children | 45.4% | 41.4% | 42.9% |
| Non Family Households | 2,059 | 13,474 | 43,255,233 |
| Single householder, w/children | 9.2% | 14.3% | 15.8% |
| Single householder, no children | 6.9% | 13.9% | 10.8% |