| Index | Madison | New York | National |
| Income per capita | $29,476 | $51,391 | $44,883 |
| Median household income | $73,438 | $89,985 | $81,333 |
| Median income owner occupied | $72,140 | $125,982 | $106,172 |
| Median income renter occupied | $74,690 | $58,659 | $52,080 |
| Median earnings male | $51,709 | $59,465 | $54,343 |
| Median earnings female | $44,218 | $44,739 | $38,439 |
| Unemployment rate | 0.9% | 5.0% | 4.9% |
| Poverty level | 13.3% | 15.5% | 15.1% |

| 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 | 2,034 | $132,123 | 62.4% |
| Westmoreland, NY | 511 | $107,740 | 32.5% |
| Wampsville, NY | 774 | $100,882 | 24.0% |
| Sherrill, NY | 3,077 | $99,939 | 22.9% |
| Munnsville, NY | 437 | $94,085 | 15.7% |
| Madison, NY | 472 | $73,438 | 9.7% |
| City | Population | Household Income | National Avg. |
| Lexington, GA | 472 | $76,925 | 5.4% |
| Holyrood, KS | 472 | $114,886 | 41.3% |
| La Cueva, NM | 472 | $62,961 | 22.6% |
| Deer Lake CDP, PA | 472 | $87,661 | 7.8% |
| Aneth, UT | 472 | $56,955 | 30.0% |
| Madison, NY | 472 | $73,438 | 9.7% |