| | Madeira, OH | Union, KY | United States |
| Population | 9,397 | 7,227 | 329,725,481 |
| Female Population | 50.9% | 48.9% | 50.5% |
| Male Population | 49.1% | 51.1% | 49.5% |
| Median Age | 38.8 | 36.7 | 38.4 |
| space3 | | | |
| Population - 2010 | 8,743 | 5,376 | 309,327,143 |
| Population - 2000 | 8,923 | 2,893 | 285,036,114 |
| Population - 1990 | 9,141 | 1,001 | 251,960,433 |
| Pop. 2000 to Now | 4.1% | 111.4% | 15.6% |
| Pop. 1990 to Now | 1.6% | 511.0% | 30.8% |
| space4 | | | |
| Population Density | 2,782.7 | 2,167.0 | 93.4 |
| Land Area | 3.4 | 3.3 | 3,531,905.4 |
| Water Area | 0.0 | 0.0 | 264,836.8 |
| space | | | |
| Est. Total Population By Age | | | |
| | Madeira, OH | Union, KY | United States |
| Age 0 to 4 | 9.3% | 6.6% | 5.9% |
| Age 5 to 9 | 8.5% | 10.7% | 6.1% |
| Age 10 to 14 | 5.8% | 6.8% | 6.6% |
| Age 15 to 17 | 5.1% | 4.8% | 3.9% |
| Age 18 to 20 | 2.0% | 4.0% | 4.0% |
| Age 21 to 24 | 1.1% | 4.1% | 5.2% |
| Age 25 to 34 | 11.3% | 8.6% | 13.8% |
| Age 35 to 44 | 17.0% | 14.9% | 12.9% |
| Age 45 to 54 | 11.4% | 17.2% | 12.6% |
| Age 55 to 59 | 8.0% | 2.8% | 6.7% |
| Age 60 to 64 | 5.4% | 7.0% | 6.3% |
| Age 65 to 74 | 10.5% | 11.0% | 9.6% |
| Age 75 to 84 | 2.7% | 1.4% | 4.5% |
| Age 85 and over | 1.9% | 0.2% | 1.9% |
| space1 | | | |
| Race | | | |
| | Madeira, OH | Union, KY | United States |
| White | 89.7% | 90.3% | 59.4% |
| Black | 0.8% | 0.0% | 12.2% |
| Asian | 4.3% | 2.5% | 5.6% |
| Native American | 0.0% | 0.0% | 0.6% |
| Hawaiian, Pacific Islander | 0.0% | 0.0% | 0.2% |
| Other | 0.0% | 0.0% | 0.4% |
| Two or More Races | 2.7% | 4.1% | 3.2% |
| Hispanic | 2.4% | 3.1% | 18.4% |
| space2 | | | |
| Marriage & Family | | | |
| | Madeira, OH | Union, KY | United States |
| Married Population | 70.1% | 69.8% | 49.8% |
| Currently Married | 70.0% | 67.4% | 48.0% |
| Married but Separated | 0.1% | 2.4% | 1.8% |
| Single Population | 29.9% | 30.2% | 50.2% |
| Never Married | 18.2% | 23.1% | 33.8% |
| Divorced | 6.6% | 6.3% | 10.8% |
| Widowed | 5.2% | 0.8% | 5.6% |
| space5 | | | |
| Household Size | 2.73 | 3.27 | 2.60 |
| Households | 3,370 | 2,213 | 124,010,992 |
| Family Households | 2,647 | 2,073 | 80,755,759 |
| Married couple, w/children | 50.4% | 49.3% | 30.5% |
| Married couple, no children | 40.9% | 40.9% | 42.9% |
| Non Family Households | 723 | 140 | 43,255,233 |
| Single householder, w/children | 5.4% | 6.9% | 15.8% |
| Single householder, no children | 3.3% | 2.9% | 10.8% |