| | Walton, KY | Madison, IN | United States |
| Population | 5,333 | 12,227 | 329,725,481 |
| Female Population | 55.6% | 56.6% | 50.5% |
| Male Population | 44.4% | 43.4% | 49.5% |
| Median Age | 29.5 | 43.9 | 38.4 |
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| Population - 2010 | 3,652 | 11,966 | 309,327,143 |
| Population - 2000 | 2,450 | 12,004 | 285,036,114 |
| Population - 1990 | 2,034 | 12,006 | 251,960,433 |
| Pop. 2000 to Now | 67.8% | -2.1% | 15.6% |
| Pop. 1990 to Now | 102.1% | -2.1% | 30.8% |
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| Population Density | 1,125.1 | 1,424.1 | 93.4 |
| Land Area | 4.7 | 8.6 | 3,531,905.4 |
| Water Area | 0.0 | 0.3 | 264,836.8 |
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| Est. Total Population By Age | | | |
| | Walton, KY | Madison, IN | United States |
| Age 0 to 4 | 11.9% | 4.8% | 5.9% |
| Age 5 to 9 | 13.0% | 4.3% | 6.1% |
| Age 10 to 14 | 6.1% | 4.6% | 6.6% |
| Age 15 to 17 | 4.5% | 3.4% | 3.9% |
| Age 18 to 20 | 3.4% | 4.2% | 4.0% |
| Age 21 to 24 | 1.9% | 4.1% | 5.2% |
| Age 25 to 34 | 19.5% | 12.2% | 13.8% |
| Age 35 to 44 | 13.0% | 14.0% | 12.9% |
| Age 45 to 54 | 9.3% | 15.3% | 12.6% |
| Age 55 to 59 | 4.2% | 8.2% | 6.7% |
| Age 60 to 64 | 4.5% | 6.5% | 6.3% |
| Age 65 to 74 | 4.5% | 10.4% | 9.6% |
| Age 75 to 84 | 2.8% | 5.6% | 4.5% |
| Age 85 and over | 1.3% | 2.4% | 1.9% |
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| Race | | | |
| | Walton, KY | Madison, IN | United States |
| White | 95.5% | 87.7% | 59.4% |
| Black | 0.5% | 3.9% | 12.2% |
| Asian | 0.7% | 1.2% | 5.6% |
| Native American | 0.2% | 0.1% | 0.6% |
| Hawaiian, Pacific Islander | 0.4% | 0.0% | 0.2% |
| Other | 0.2% | 1.1% | 0.4% |
| Two or More Races | 1.2% | 1.9% | 3.2% |
| Hispanic | 1.2% | 4.0% | 18.4% |
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| Marriage & Family | | | |
| | Walton, KY | Madison, IN | United States |
| Married Population | 60.1% | 39.4% | 49.8% |
| Currently Married | 59.8% | 37.2% | 48.0% |
| Married but Separated | 0.3% | 2.2% | 1.8% |
| Single Population | 39.9% | 60.6% | 50.2% |
| Never Married | 24.6% | 31.0% | 33.8% |
| Divorced | 10.6% | 21.5% | 10.8% |
| Widowed | 4.7% | 8.0% | 5.6% |
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| Household Size | 3.26 | 2.18 | 2.60 |
| Households | 1,633 | 5,064 | 124,010,992 |
| Family Households | 1,292 | 2,650 | 80,755,759 |
| Married couple, w/children | 46.1% | 32.1% | 30.5% |
| Married couple, no children | 36.2% | 38.3% | 42.9% |
| Non Family Households | 341 | 2,414 | 43,255,233 |
| Single householder, w/children | 13.3% | 18.9% | 15.8% |
| Single householder, no children | 4.3% | 10.6% | 10.8% |