| | Columbia, MD | Palmdale, CA | United States |
| Unemployment Rate | 4.5% | 15.6% | 6.0% |
| Recent Job Growth | 0.7% | 0.7% | 1.6% |
| Future Job Growth | 34.2% | 30.5% | 33.5% |
| Sales Taxes | 6.0% | 9.5% | 6.2% |
| Income Taxes | 8.0% | 8.0% | 4.6% |
| Income per Cap. | $54,634 | $24,845 | $37,638 |
| Household Income | $113,592 | $70,858 | $69,021 |
| Family Median Income | $132,940 | $74,639 | $85,028 |
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| Est. Households By Income | | | |
| | Columbia, MD | Palmdale, CA | United States |
| Income Less Than 15K | 6.2% | 8.9% | 9.4% |
| Income between 15K and 20K | 2.1% | 3.6% | 3.8% |
| Income between 20K and 30K | 3.7% | 6.8% | 8.1% |
| Income between 30K and 40K | 2.7% | 8.9% | 8.0% |
| Income between 40K and 50K | 3.4% | 7.4% | 7.6% |
| Income between 50K and 60K | 4.0% | 6.9% | 7.2% |
| Income between 60K and 75K | 6.4% | 10.5% | 9.6% |
| Income between 75K and 100K | 13.0% | 15.6% | 12.8% |
| Income between 100K and 150K | 22.5% | 18.2% | 16.3% |
| Income between 150K and 200K | 15.8% | 7.2% | 7.8% |
| Income greater than 200K | 20.1% | 6.1% | 9.5% |
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| Population By Occupation | | | |
| | Columbia, MD | Palmdale, CA | United States |
| Management, business, finance | 22.1% | 9.9% | 16.4% |
| Engineering, computers, science | 18.0% | 3.5% | 6.5% |
| Community, social services | 1.9% | 1.8% | 1.8% |
| Legal | 2.1% | 0.3% | 1.2% |
| Education, library | 9.2% | 5.4% | 6.2% |
| Arts, design, media, sports, entertainment | 2.6% | 1.3% | 2.0% |
| Healthcare practitioners and technology | 7.1% | 4.7% | 6.2% |
| Healthcare support | 2.1% | 6.5% | 3.3% |
| Firefighters, law enforcement | 1.8% | 3.4% | 2.1% |
| Food preparation, serving | 4.0% | 5.0% | 5.4% |
| Building maintenance | 2.0% | 4.8% | 3.6% |
| Personal care | 2.4% | 2.7% | 2.6% |
| Sales, office, administrative support | 16.3% | 22.1% | 20.9% |
| Farming, fishing, forestry | 0.1% | 0.5% | 0.6% |
| Construction, extraction, maintenance/repair | 2.8% | 11.9% | 8.1% |
| Production, transportation, material moving | 5.7% | 16.2% | 13.1% |