| Index | Elroy | North Carolina | National |
| Income per capita | $33,006 | $40,311 | $44,883 |
| Median household income | $72,603 | $71,390 | $81,333 |
| Median income owner occupied | $98,748 | $89,419 | $106,172 |
| Median income renter occupied | $43,810 | $45,314 | $52,080 |
| Median earnings male | $53,318 | $47,759 | $54,343 |
| Median earnings female | $34,472 | $37,334 | $38,439 |
| Unemployment rate | 4.2% | 5.4% | 4.9% |
| Poverty level | 17.4% | 16.8% | 15.1% |

| Labour Type | Male | Female |
| Construction industry | 8.4% | 8.4% |
| Manufacturing sector | 14.3% | 14.3% |
| Financial & insurance services | 1.0% | 1.0% |
| Wholesale & retail services | 37.9% | 37.9% |
| Public administration | 5.3% | 5.3% |
| Transportation, warehousing & utilities | 5.0% | 5.0% |
| Education, health & social services | 1.0% | 1.0% |
| Other | 25.7% | 25.7% |
| City | Population | Household Income | National Avg. |
| Walnut Creek, NC | 1,474 | $232,741 | 186.2% |
| La Grange, NC | 2,749 | $94,297 | 15.9% |
| Pikeville, NC | 697 | $73,445 | 9.7% |
| Mar-Mac, NC | 3,231 | $68,762 | 15.5% |
| Fremont, NC | 1,017 | $61,544 | 24.3% |
| Elroy, NC | 4,263 | $72,603 | 10.7% |
| City | Population | Household Income | National Avg. |
| Winona, MS | 4,263 | $50,466 | 38.0% |
| Noyack, NY | 4,263 | $144,586 | 77.8% |
| Lake Darby, OH | 4,263 | $112,447 | 38.3% |
| Burgaw, NC | 4,262 | $70,463 | 13.4% |
| Rising Sun-Lebanon, DE | 4,264 | $97,524 | 19.9% |
| Elroy, NC | 4,263 | $72,603 | 10.7% |