| | Fredericksburg, VA | Walnut Creek, CA | United States |
| Unemployment Rate | Unlock | 5.0% | 6.0% |
| Recent Job Growth | Unlock | 1.4% | 1.6% |
| Future Job Growth | 37.8% | Unlock | 33.5% |
| Sales Taxes | 5.3% | Unlock | 6.2% |
| Income Taxes | Unlock | 8.0% | 4.6% |
| Income per Cap. | $40,619 | Unlock | $37,638 |
| Household Income | Unlock | $121,205 | $69,021 |
| Family Median Income | $100,139 | Unlock | $85,028 |
| space | | | |
| Est. Households By Income | | | |
| | Fredericksburg, VA | Walnut Creek, CA | United States |
| Income Less Than 15K | Unlock | 5.3% | 9.4% |
| Income between 15K and 20K | 3.1% | Unlock | 3.8% |
| Income between 20K and 30K | Unlock | 3.6% | 8.1% |
| Income between 30K and 40K | 7.2% | Unlock | 8.0% |
| Income between 40K and 50K | Unlock | 3.9% | 7.6% |
| Income between 50K and 60K | 8.1% | Unlock | 7.2% |
| Income between 60K and 75K | Unlock | 5.4% | 9.6% |
| Income between 75K and 100K | 14.3% | Unlock | 12.8% |
| Income between 100K and 150K | Unlock | 18.1% | 16.3% |
| Income between 150K and 200K | 11.1% | Unlock | 7.8% |
| Income greater than 200K | Unlock | 25.9% | 9.5% |
| space1 | | | |
| Population By Occupation | | | |
| | Fredericksburg, VA | Walnut Creek, CA | United States |
| Management, business, finance | 22.5% | Unlock | 16.4% |
| Engineering, computers, science | Unlock | 14.4% | 6.5% |
| Community, social services | 1.9% | Unlock | 1.8% |
| Legal | Unlock | 3.2% | 1.2% |
| Education, library | 7.6% | Unlock | 6.2% |
| Arts, design, media, sports, entertainment | Unlock | 4.1% | 2.0% |
| Healthcare practitioners and technology | 5.1% | Unlock | 6.2% |
| Healthcare support | Unlock | 1.4% | 3.3% |
| Firefighters, law enforcement | 1.5% | Unlock | 2.1% |
| Food preparation, serving | Unlock | 2.8% | 5.4% |
| Building maintenance | 3.7% | Unlock | 3.6% |
| Personal care | Unlock | 2.3% | 2.6% |
| Sales, office, administrative support | 18.3% | Unlock | 20.9% |
| Farming, fishing, forestry | Unlock | 0.1% | 0.6% |
| Construction, extraction, maintenance/repair | 6.1% | Unlock | 8.1% |
| Production, transportation, material moving | Unlock | 4.0% | 13.1% |