| | Sparkman, AR | Walnut Ridge, AR | United States |
| Unemployment Rate | 4.3% | 5.0% | 6.0% |
| Recent Job Growth | -0.4% | -1.4% | 1.6% |
| Future Job Growth | 29.0% | 22.2% | 33.5% |
| Sales Taxes | 8.5% | 11.0% | 6.2% |
| Income Taxes | 6.9% | 6.9% | 4.6% |
| Income per Cap. | $19,766 | $23,261 | $37,638 |
| Household Income | $33,188 | $39,784 | $69,021 |
| Family Median Income | $42,083 | $65,080 | $85,028 |
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| Est. Households By Income | | | |
| | Sparkman, AR | Walnut Ridge, AR | United States |
| Income Less Than 15K | 16.0% | 19.9% | 9.4% |
| Income between 15K and 20K | 5.7% | 5.8% | 3.8% |
| Income between 20K and 30K | 25.1% | 7.6% | 8.1% |
| Income between 30K and 40K | 13.1% | 17.2% | 8.0% |
| Income between 40K and 50K | 8.6% | 4.4% | 7.6% |
| Income between 50K and 60K | 2.3% | 10.0% | 7.2% |
| Income between 60K and 75K | 8.6% | 7.5% | 9.6% |
| Income between 75K and 100K | 14.3% | 9.9% | 12.8% |
| Income between 100K and 150K | 6.3% | 11.6% | 16.3% |
| Income between 150K and 200K | 0.0% | 3.6% | 7.8% |
| Income greater than 200K | 0.0% | 2.4% | 9.5% |
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| Population By Occupation | | | |
| | Sparkman, AR | Walnut Ridge, AR | United States |
| Management, business, finance | 22.4% | 7.7% | 16.4% |
| Engineering, computers, science | 0.0% | 4.1% | 6.5% |
| Community, social services | 0.0% | 1.3% | 1.8% |
| Legal | 0.0% | 0.8% | 1.2% |
| Education, library | 5.3% | 10.6% | 6.2% |
| Arts, design, media, sports, entertainment | 0.0% | 0.0% | 2.0% |
| Healthcare practitioners and technology | 1.3% | 4.0% | 6.2% |
| Healthcare support | 1.3% | 0.8% | 3.3% |
| Firefighters, law enforcement | 5.3% | 1.2% | 2.1% |
| Food preparation, serving | 3.3% | 5.8% | 5.4% |
| Building maintenance | 5.3% | 2.4% | 3.6% |
| Personal care | 7.9% | 1.7% | 2.6% |
| Sales, office, administrative support | 7.2% | 29.9% | 20.9% |
| Farming, fishing, forestry | 0.0% | 2.3% | 0.6% |
| Construction, extraction, maintenance/repair | 9.2% | 6.5% | 8.1% |
| Production, transportation, material moving | 31.6% | 20.9% | 13.1% |