| | Cumming, GA | Sonoma, CA | United States |
| Unemployment Rate | 2.5% | 6.0% | 6.0% |
| Recent Job Growth | 2.9% | 1.7% | 1.6% |
| Future Job Growth | 53.3% | 35.2% | 33.5% |
| Sales Taxes | 7.0% | 8.1% | 6.2% |
| Income Taxes | 5.8% | 8.0% | 4.6% |
| Income per Cap. | $33,151 | $61,592 | $37,638 |
| Household Income | $63,438 | $92,078 | $69,021 |
| Family Median Income | $87,656 | $121,944 | $85,028 |
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| Est. Households By Income | | | |
| | Cumming, GA | Sonoma, CA | United States |
| Income Less Than 15K | 6.8% | 8.5% | 9.4% |
| Income between 15K and 20K | 9.2% | 5.1% | 3.8% |
| Income between 20K and 30K | 9.1% | 3.9% | 8.1% |
| Income between 30K and 40K | 8.7% | 4.3% | 8.0% |
| Income between 40K and 50K | 11.2% | 5.6% | 7.6% |
| Income between 50K and 60K | 4.4% | 7.2% | 7.2% |
| Income between 60K and 75K | 4.2% | 6.5% | 9.6% |
| Income between 75K and 100K | 13.5% | 14.3% | 12.8% |
| Income between 100K and 150K | 19.0% | 15.8% | 16.3% |
| Income between 150K and 200K | 6.6% | 10.6% | 7.8% |
| Income greater than 200K | 7.3% | 18.3% | 9.5% |
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| Population By Occupation | | | |
| | Cumming, GA | Sonoma, CA | United States |
| Management, business, finance | 10.5% | 25.1% | 16.4% |
| Engineering, computers, science | 14.5% | 8.6% | 6.5% |
| Community, social services | 1.0% | 0.8% | 1.8% |
| Legal | 1.8% | 0.8% | 1.2% |
| Education, library | 5.5% | 8.8% | 6.2% |
| Arts, design, media, sports, entertainment | 0.9% | 3.6% | 2.0% |
| Healthcare practitioners and technology | 3.1% | 4.9% | 6.2% |
| Healthcare support | 1.7% | 2.9% | 3.3% |
| Firefighters, law enforcement | 0.2% | 0.7% | 2.1% |
| Food preparation, serving | 7.1% | 4.3% | 5.4% |
| Building maintenance | 6.8% | 1.9% | 3.6% |
| Personal care | 3.8% | 5.2% | 2.6% |
| Sales, office, administrative support | 20.4% | 20.5% | 20.9% |
| Farming, fishing, forestry | 1.3% | 0.4% | 0.6% |
| Construction, extraction, maintenance/repair | 12.9% | 6.4% | 8.1% |
| Production, transportation, material moving | 8.7% | 5.2% | 13.1% |