| Index | Melrose | Iowa | National |
| Income per capita | $21,186 | $28,872 | $29,829 |
| Median household income | $49,048 | $54,570 | $55,322 |
| Median income owner occupied | $48,988 | $66,527 | $70,586 |
| Median income renter occupied | $0 | $30,828 | $35,192 |
| Median earnings male | $38,846 | $37,409 | $36,919 |
| Median earnings female | $14,167 | $25,115 | $26,250 |
| Unemployment rate | 10.3% | 3.1% | 4.7% |
| Poverty level | 20.7% | 12.3% | 15.1% |


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| Labour Type | Male | Female |
| Construction industry | 0.0% | 0.0% |
| Manufacturing sector | 0.0% | 0.0% |
| Financial & insurance services | 0.0% | 0.0% |
| Wholesale & retail services | 0.0% | 0.0% |
| Public administration | 0.0% | 0.0% |
| Transportation, warehousing & utilities | 20.8% | 20.8% |
| Education, health & social services | 0.0% | 0.0% |
| Other | 25.0% | 25.0% |
| City | Population | Household Income | National Avg. |
| Lovilia, IA | 625 | $54,479 | 1.5% |
| Hamilton, IA | 61 | $52,500 | 5.1% |
| Albia, IA | 3,732 | $49,861 | 9.9% |
| Chariton, IA | 4,127 | $48,316 | 12.7% |
| Marysville, IA | 50 | $47,813 | 13.6% |
| Melrose, IA | 179 | $49,048 | 11.3% |
| City | Population | Household Income | National Avg. |
| Briarcliff, AR | 179 | $51,500 | 6.9% |
| Maish Vaya, AZ | 179 | $0 | 100.0% |
| Camptonville, CA | 179 | $97,763 | 76.7% |
| Lone Rock, IA | 179 | $60,250 | 8.9% |
| Paton, IA | 179 | $62,708 | 13.4% |
| Melrose, IA | 179 | $49,048 | 11.3% |