| Index | Madison | New York | National |
| Income per capita | $19,914 | $34,212 | $29,829 |
| Median household income | $48,542 | $60,741 | $55,322 |
| Median income owner occupied | $48,125 | $83,277 | $70,586 |
| Median income renter occupied | $49,375 | $38,983 | $35,192 |
| Median earnings male | $35,000 | $40,464 | $36,919 |
| Median earnings female | $30,000 | $30,906 | $26,250 |
| Unemployment rate | 0.9% | 4.8% | 4.7% |
| Poverty level | 13.3% | 15.5% | 15.1% |
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| Labour Type | Male | Female |
| Construction industry | 11.4% | 11.4% |
| Manufacturing sector | 21.9% | 21.9% |
| Financial & insurance services | 0.0% | 0.0% |
| Wholesale & retail services | 13.3% | 13.3% |
| Public administration | 5.7% | 5.7% |
| Transportation, warehousing & utilities | 3.8% | 3.8% |
| Education, health & social services | 20.0% | 20.0% |
| Other | 21.9% | 21.9% |
| City | Population | Household Income | National Avg. |
| Clinton, NY | 1,961 | $87,596 | 58.3% |
| Westmoreland, NY | 493 | $73,775 | 33.4% |
| Wampsville, NY | 755 | $67,500 | 22.0% |
| Sherrill, NY | 2,987 | $66,466 | 20.1% |
| Munnsville, NY | 421 | $63,000 | 13.9% |
| Madison, NY | 457 | $48,542 | 12.3% |
| City | Population | Household Income | National Avg. |
| New Virginia, IA | 457 | $69,500 | 25.6% |
| Almena, KS | 457 | $44,375 | 19.8% |
| Effingham, KS | 457 | $45,714 | 17.4% |
| Tower, MN | 457 | $51,310 | 7.3% |
| Mullen, NE | 457 | $40,703 | 26.4% |
| Madison, NY | 457 | $48,542 | 12.3% |
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