| Index | Melvin | Texas | National |
| Income per capita | $23,066 | $41,777 | $44,883 |
| Median household income | $45,738 | $80,880 | $81,333 |
| Median income owner occupied | $46,263 | $107,635 | $106,172 |
| Median income renter occupied | $0 | $54,463 | $52,080 |
| Median earnings male | $32,299 | $53,620 | $54,343 |
| Median earnings female | $0 | $36,296 | $38,439 |
| Unemployment rate | 3.4% | 4.3% | 4.9% |
| Poverty level | 21.1% | 16.7% | 15.1% |

| Labour Type | Male | Female |
| Construction industry | 21.1% | 21.1% |
| Manufacturing sector | 21.1% | 21.1% |
| Financial & insurance services | 0.0% | 0.0% |
| Wholesale & retail services | 0.0% | 0.0% |
| Public administration | 0.0% | 0.0% |
| Transportation, warehousing & utilities | 0.0% | 0.0% |
| Education, health & social services | 0.0% | 0.0% |
| Other | 57.9% | 57.9% |
| City | Population | Household Income | National Avg. |
| Brady, TX | 5,454 | $67,659 | 16.8% |
| Melvin, TX | 252 | $45,738 | 43.8% |
| City | Population | Household Income | National Avg. |
| Moose Pass, AK | 252 | $115,487 | 42.0% |
| Malcolm, AL | 252 | $32,143 | 60.5% |
| McNeal, AZ | 252 | $100,430 | 23.5% |
| Hornbrook, CA | 252 | $41,355 | 49.2% |
| Jakin, GA | 252 | $65,789 | 19.1% |
| Melvin, TX | 252 | $45,738 | 43.8% |