| | Largo, FL | Arcadia, FL | United States |
| Population | 82,505 | 7,460 | 329,725,481 |
| Female Population | 52.2% | 53.1% | 50.5% |
| Male Population | 47.8% | 46.9% | 49.5% |
| Median Age | 47.9 | 34.6 | 38.4 |
| space3 | | | |
| Population - 2010 | 79,273 | 7,675 | 309,327,143 |
| Population - 2000 | 69,371 | 6,604 | 285,036,114 |
| Population - 1990 | 65,674 | 6,488 | 251,960,433 |
| Pop. 2000 to Now | 22.1% | 27.8% | 15.6% |
| Pop. 1990 to Now | 28.9% | 30.1% | 30.8% |
| space4 | | | |
| Population Density | 4,486.7 | 1,726.9 | 93.4 |
| Land Area | 18.4 | 4.3 | 3,531,905.4 |
| Water Area | 1.0 | 0.0 | 264,836.8 |
| space | | | |
| Est. Total Population By Age | | | |
| | Largo, FL | Arcadia, FL | United States |
| Age 0 to 4 | 3.8% | 5.3% | 5.9% |
| Age 5 to 9 | 4.5% | 6.4% | 6.1% |
| Age 10 to 14 | 4.9% | 7.4% | 6.6% |
| Age 15 to 17 | 2.7% | 4.6% | 3.9% |
| Age 18 to 20 | 2.7% | 5.3% | 4.0% |
| Age 21 to 24 | 4.4% | 7.6% | 5.2% |
| Age 25 to 34 | 12.7% | 14.4% | 13.8% |
| Age 35 to 44 | 11.2% | 11.3% | 12.9% |
| Age 45 to 54 | 12.3% | 13.9% | 12.6% |
| Age 55 to 59 | 7.7% | 5.4% | 6.7% |
| Age 60 to 64 | 7.5% | 4.0% | 6.3% |
| Age 65 to 74 | 13.3% | 8.4% | 9.6% |
| Age 75 to 84 | 8.5% | 4.0% | 4.5% |
| Age 85 and over | 3.7% | 2.2% | 1.9% |
| space1 | | | |
| Race | | | |
| | Largo, FL | Arcadia, FL | United States |
| White | 71.6% | 38.1% | 59.4% |
| Black | 8.5% | 21.5% | 12.2% |
| Asian | 3.3% | 0.2% | 5.6% |
| Native American | 0.1% | 0.0% | 0.6% |
| Hawaiian, Pacific Islander | 0.3% | 0.0% | 0.2% |
| Other | 0.8% | 0.1% | 0.4% |
| Two or More Races | 2.5% | 1.7% | 3.2% |
| Hispanic | 12.9% | 38.4% | 18.4% |
| space2 | | | |
| Marriage & Family | | | |
| | Largo, FL | Arcadia, FL | United States |
| Married Population | 42.2% | 31.7% | 49.8% |
| Currently Married | 40.1% | 28.7% | 48.0% |
| Married but Separated | 2.1% | 3.0% | 1.8% |
| Single Population | 57.8% | 68.3% | 50.2% |
| Never Married | 29.8% | 43.0% | 33.8% |
| Divorced | 18.5% | 15.8% | 10.8% |
| Widowed | 9.5% | 9.5% | 5.6% |
| space5 | | | |
| Household Size | 2.25 | 2.33 | 2.60 |
| Households | 36,279 | 3,066 | 124,010,992 |
| Family Households | 18,365 | 1,768 | 80,755,759 |
| Married couple, w/children | 20.9% | 28.7% | 30.5% |
| Married couple, no children | 48.4% | 20.2% | 42.9% |
| Non Family Households | 17,914 | 1,298 | 43,255,233 |
| Single householder, w/children | 18.1% | 39.0% | 15.8% |
| Single householder, no children | 12.6% | 12.2% | 10.8% |