| | Madisonville, LA | Union, KY | United States |
| Unemployment Rate | 4.4% | 4.2% | 6.0% |
| Recent Job Growth | 1.4% | 1.9% | 1.6% |
| Future Job Growth | 28.3% | 40.1% | 33.5% |
| Sales Taxes | 8.7% | 6.0% | 6.2% |
| Income Taxes | 6.0% | 6.5% | 4.6% |
| Income per Cap. | $42,989 | $45,000 | $37,638 |
| Household Income | $98,672 | $128,050 | $69,021 |
| Family Median Income | $102,917 | $132,639 | $85,028 |
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| Est. Households By Income | | | |
| | Madisonville, LA | Union, KY | United States |
| Income Less Than 15K | 10.7% | 0.9% | 9.4% |
| Income between 15K and 20K | 2.7% | 0.6% | 3.8% |
| Income between 20K and 30K | 3.8% | 1.1% | 8.1% |
| Income between 30K and 40K | 8.3% | 0.5% | 8.0% |
| Income between 40K and 50K | 6.3% | 2.9% | 7.6% |
| Income between 50K and 60K | 2.5% | 2.9% | 7.2% |
| Income between 60K and 75K | 3.6% | 11.0% | 9.6% |
| Income between 75K and 100K | 14.1% | 10.8% | 12.8% |
| Income between 100K and 150K | 21.3% | 34.7% | 16.3% |
| Income between 150K and 200K | 12.8% | 18.2% | 7.8% |
| Income greater than 200K | 14.1% | 16.4% | 9.5% |
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| Population By Occupation | | | |
| | Madisonville, LA | Union, KY | United States |
| Management, business, finance | 23.9% | 25.2% | 16.4% |
| Engineering, computers, science | 6.8% | 8.7% | 6.5% |
| Community, social services | 1.9% | 1.9% | 1.8% |
| Legal | 3.8% | 0.5% | 1.2% |
| Education, library | 7.9% | 3.8% | 6.2% |
| Arts, design, media, sports, entertainment | 3.0% | 1.0% | 2.0% |
| Healthcare practitioners and technology | 6.0% | 10.5% | 6.2% |
| Healthcare support | 1.9% | 1.0% | 3.3% |
| Firefighters, law enforcement | 1.5% | 1.8% | 2.1% |
| Food preparation, serving | 0.8% | 3.5% | 5.4% |
| Building maintenance | 2.1% | 0.8% | 3.6% |
| Personal care | 1.5% | 3.9% | 2.6% |
| Sales, office, administrative support | 17.1% | 20.0% | 20.9% |
| Farming, fishing, forestry | 0.0% | 0.5% | 0.6% |
| Construction, extraction, maintenance/repair | 13.9% | 1.8% | 8.1% |
| Production, transportation, material moving | 8.1% | 15.1% | 13.1% |