| | Elroy, WI | Milan, IL | United States |
| Population | 1,345 | 5,096 | 329,725,481 |
| Female Population | 48.1% | 49.5% | 50.5% |
| Male Population | 51.9% | 50.5% | 49.5% |
| Median Age | 39.6 | 39.2 | 38.4 |
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| Population - 2010 | 1,441 | 5,182 | 309,327,143 |
| Population - 2000 | 1,578 | 5,348 | 285,036,114 |
| Population - 1990 | 1,533 | 5,831 | 251,960,433 |
| Pop. 2000 to Now | -17.2% | -7.5% | 15.6% |
| Pop. 1990 to Now | -14.8% | -15.2% | 30.8% |
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| Population Density | 684.5 | 818.8 | 93.4 |
| Land Area | 2.0 | 6.2 | 3,531,905.4 |
| Water Area | 0.0 | 0.6 | 264,836.8 |
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| Est. Total Population By Age | | | |
| | Elroy, WI | Milan, IL | United States |
| Age 0 to 4 | 6.3% | 9.4% | 5.9% |
| Age 5 to 9 | 8.3% | 4.9% | 6.1% |
| Age 10 to 14 | 5.6% | 4.6% | 6.6% |
| Age 15 to 17 | 1.6% | 1.8% | 3.9% |
| Age 18 to 20 | 1.7% | 1.5% | 4.0% |
| Age 21 to 24 | 8.0% | 6.5% | 5.2% |
| Age 25 to 34 | 10.6% | 14.4% | 13.8% |
| Age 35 to 44 | 13.7% | 11.8% | 12.9% |
| Age 45 to 54 | 10.2% | 11.4% | 12.6% |
| Age 55 to 59 | 5.0% | 5.3% | 6.7% |
| Age 60 to 64 | 9.3% | 7.2% | 6.3% |
| Age 65 to 74 | 10.6% | 13.1% | 9.6% |
| Age 75 to 84 | 3.8% | 5.8% | 4.5% |
| Age 85 and over | 5.4% | 2.4% | 1.9% |
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| Race | | | |
| | Elroy, WI | Milan, IL | United States |
| White | 94.9% | 86.2% | 59.4% |
| Black | 1.1% | 2.5% | 12.2% |
| Asian | 0.5% | 2.4% | 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 | 2.6% | 2.2% | 3.2% |
| Hispanic | 0.8% | 6.6% | 18.4% |
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| Marriage & Family | | | |
| | Elroy, WI | Milan, IL | United States |
| Married Population | 45.9% | 43.0% | 49.8% |
| Currently Married | 44.5% | 42.3% | 48.0% |
| Married but Separated | 1.4% | 0.7% | 1.8% |
| Single Population | 54.1% | 57.0% | 50.2% |
| Never Married | 26.9% | 28.1% | 33.8% |
| Divorced | 15.3% | 19.3% | 10.8% |
| Widowed | 11.8% | 9.6% | 5.6% |
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| Household Size | 2.34 | 2.01 | 2.60 |
| Households | 549 | 2,532 | 124,010,992 |
| Family Households | 342 | 1,279 | 80,755,759 |
| Married couple, w/children | 22.8% | 25.3% | 30.5% |
| Married couple, no children | 41.8% | 41.8% | 42.9% |
| Non Family Households | 207 | 1,253 | 43,255,233 |
| Single householder, w/children | 23.7% | 21.4% | 15.8% |
| Single householder, no children | 11.7% | 11.5% | 10.8% |