| | Olive Branch, MS | Gulfport, MS | United States |
| Population | 39,136 | 72,468 | 329,725,481 |
| Female Population | 52.4% | 51.8% | 50.5% |
| Male Population | 47.6% | 48.2% | 49.5% |
| Median Age | 38.4 | 35.6 | 38.4 |
| space3 | | | |
| Population - 2010 | 33,599 | 67,906 | 309,327,143 |
| Population - 2000 | 21,054 | 71,127 | 285,036,114 |
| Population - 1990 | 3,567 | 40,775 | 251,960,433 |
| Pop. 2000 to Now | 88.3% | 0.4% | 15.6% |
| Pop. 1990 to Now | 1,011.5% | 75.2% | 30.8% |
| space4 | | | |
| Population Density | 1,051.9 | 1,302.7 | 93.4 |
| Land Area | 37.2 | 55.6 | 3,531,905.4 |
| Water Area | 0.2 | 8.4 | 264,836.8 |
| space | | | |
| Est. Total Population By Age | | | |
| | Olive Branch, MS | Gulfport, MS | United States |
| Age 0 to 4 | 5.7% | 7.1% | 5.9% |
| Age 5 to 9 | 7.0% | 6.5% | 6.1% |
| Age 10 to 14 | 7.2% | 6.5% | 6.6% |
| Age 15 to 17 | 4.4% | 3.7% | 3.9% |
| Age 18 to 20 | 3.8% | 3.5% | 4.0% |
| Age 21 to 24 | 4.3% | 5.7% | 5.2% |
| Age 25 to 34 | 12.7% | 16.2% | 13.8% |
| Age 35 to 44 | 13.9% | 12.4% | 12.9% |
| Age 45 to 54 | 14.2% | 12.3% | 12.6% |
| Age 55 to 59 | 6.7% | 6.3% | 6.7% |
| Age 60 to 64 | 5.8% | 5.9% | 6.3% |
| Age 65 to 74 | 8.2% | 7.7% | 9.6% |
| Age 75 to 84 | 4.2% | 4.2% | 4.5% |
| Age 85 and over | 1.8% | 2.0% | 1.9% |
| space1 | | | |
| Race | | | |
| | Olive Branch, MS | Gulfport, MS | United States |
| White | 56.2% | 50.0% | 59.4% |
| Black | 32.3% | 39.1% | 12.2% |
| Asian | 2.2% | 1.3% | 5.6% |
| Native American | 0.1% | 0.2% | 0.6% |
| Hawaiian, Pacific Islander | 0.0% | 0.0% | 0.2% |
| Other | 0.0% | 0.2% | 0.4% |
| Two or More Races | 3.7% | 3.8% | 3.2% |
| Hispanic | 5.6% | 5.4% | 18.4% |
| space2 | | | |
| Marriage & Family | | | |
| | Olive Branch, MS | Gulfport, MS | United States |
| Married Population | 53.9% | 41.7% | 49.8% |
| Currently Married | 51.9% | 38.6% | 48.0% |
| Married but Separated | 2.0% | 3.1% | 1.8% |
| Single Population | 46.1% | 58.3% | 50.2% |
| Never Married | 27.6% | 37.8% | 33.8% |
| Divorced | 12.9% | 14.6% | 10.8% |
| Widowed | 5.7% | 5.9% | 5.6% |
| space5 | | | |
| Household Size | 2.65 | 2.52 | 2.60 |
| Households | 14,751 | 28,064 | 124,010,992 |
| Family Households | 10,477 | 17,583 | 80,755,759 |
| Married couple, w/children | 30.1% | 22.1% | 30.5% |
| Married couple, no children | 44.0% | 33.4% | 42.9% |
| Non Family Households | 4,274 | 10,481 | 43,255,233 |
| Single householder, w/children | 16.6% | 31.4% | 15.8% |
| Single householder, no children | 9.3% | 13.0% | 10.8% |