Key Takeaways
- The highest-ranked cities were located across five states: Wisconsin, Massachusetts, Iowa, Michigan, and Georgia, revealing that AI readiness isn’t linked to one single region.
- Labor market strength was the top differentiator between the top- and bottom-ranked cities, showing the importance of a strong workforce in supporting AI business growth.
- Verona, Wisconsin, ranked first among small cities for AI businesses due to its strong labor market and close proximity to data center infrastructure.
As the AI race heats up, companies are racing to see who can benefit the most from the technology the quickest. But one factor may have more say in how well a business thrives through AI transformation than some would think. And that’s location.
Artificial intelligence is transforming industries across the U.S., but not every community is equally prepared to benefit from the technology due to economic makeup, infrastructure, workforce capabilities, and other factors.
Our team ranked 385 small U.S. cities across six key dimensions to identify which cities are best positioned for AI business growth, and the results reveal a growing divide between communities prepared to support AI-driven businesses and those that lack the necessary resources to do the same.
Based on a weighted 100-point scoring system, here are the best and worst small U.S. cities for AI business growth in 2026.

Main Findings
The table below ranks 385 U.S. cities with populations under 100,000 across six key dimensions: Economic Viability, Labor Market Conditions, Infrastructure and Resources, Education and Talent Pool, Quality of Life, and Data Center Proximity.
| Rank | City | State | Total Score | Economic Viability | Labor Market Conditions | Infrastructure and Resources | Education and Talent Pool | Quality of Life | Section 6 | GDP (Millions $) | Regional Price Parity (Overall) | Unemployment Rate | Labor Force Participation Rate | Average Weekly Wage | Broadband Internet Access | Bachelor's Degree or Higher | STEM Degree Holders | Fair/Poor Health Status | Property Crime Rate | Distance to Nearest Data Center (mi) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Verona | WI | 55.6 | 44.51 | 91.47 | 10.77 | 37.02 | 92.48 | 99.7 | 51263648 | 97.287 | 2.80% | 72.87% | $1,436.00 | 6204 | 64.27% | 1878 | 10.30% | 662.896 | 7.38 |
| 2 | Lexington | MA | 55.47 | 23.48 | 76.12 | 23.61 | 50.34 | 94.58 | 99.63 | 204141715 | 108.266 | 4.60% | 63.89% | $2,276.00 | 12253 | 84.31% | 4105 | 10.40% | 334.789 | 9.01 |
| 3 | Ames | IA | 54.47 | 62.93 | 82.63 | 6.79 | 38.34 | 76.66 | 98.97 | 6136665 | 88.83 | 3.30% | 66.22% | $1,160.00 | 19141 | 65.75% | 6115 | 16.10% | 1505.518 | 24.89 |
| 4 | Royal Oak | MI | 54.3 | 39.44 | 88.89 | 11.85 | 37.48 | 88.77 | 99.92 | 115904656 | 100.298 | 4.20% | 74.38% | $1,484.00 | 27659 | 64.13% | 8609 | 11.90% | 801.649 | 2.14 |
| 5 | Decatur | GA | 53.56 | 37.89 | 82.47 | 10.97 | 45.02 | 79.48 | 99.84 | 47192352 | 100.058 | 3.80% | 67.46% | $1,446.00 | 9028 | 76.32% | 3083 | 11.40% | 2268.58 | 4.08 |
| 6 | Smyrna | GA | 53.42 | 38.43 | 93.21 | 11.49 | 34.43 | 81.27 | 99.81 | 64921272 | 100.058 | 3.30% | 75.83% | $1,464.00 | 24110 | 59.44% | 8798 | 14.20% | 1312.169 | 4.78 |
| 7 | Noblesville | IN | 53.26 | 47.42 | 91.77 | 9.53 | 29.21 | 86.79 | 99.07 | 24904099 | 95.696 | 2.40% | 72.04% | $1,333.00 | 25993 | 51.60% | 7828 | 14.10% | 538.449 | 22.34 |
| 8 | Edmond | OK | 53.07 | 60.81 | 79.41 | 8.38 | 33.43 | 81.14 | 99.19 | 57603238 | 90.408 | 4.30% | 66.05% | $1,246.00 | 36072 | 57.56% | 11664 | 14.10% | 1356.185 | 19.51 |
| 9 | Iowa City | IA | 53.03 | 56.77 | 86.51 | 5.02 | 34.92 | 74.98 | 99.82 | 9887747 | 91.509 | 2.80% | 68.37% | $1,035.00 | 26533 | 60.54% | 6102 | 16.40% | 1673.822 | 4.42 |
| 10 | Needham | MA | 52.85 | 19.04 | 80.44 | 12.55 | 48.79 | 92.42 | 99.56 | 59516176 | 108.266 | 4.60% | 67.81% | $1,548.00 | 10975 | 81.93% | 4201 | 10.40% | 646.756 | 10.59 |
| 11 | Auburn | AL | 52.82 | 65.06 | 77.79 | 3.57 | 37.43 | 75.82 | 98.49 | 7169778 | 87.933 | 2.50% | 59.63% | $938.00 | 27653 | 64.14% | 7887 | 18.70% | 979.034 | 36.16 |
| 12 | Bayside | WI | 52.62 | 45.68 | 73.03 | 8.78 | 41.4 | 91 | 99.59 | 62656414 | 96.937 | 4.50% | 60.81% | $1,310.00 | 1670 | 71.11% | 585 | 12.90% | 228.99 | 9.94 |
| 13 | Melrose | MA | 52.5 | 23.48 | 81.43 | 23.6 | 35.66 | 90.82 | 99.77 | 204141715 | 108.266 | 4.60% | 68.71% | $2,276.00 | 11636 | 61.95% | 3841 | 12.20% | 429.761 | 5.56 |
| 14 | Woodway | TX | 52.28 | 54.47 | 75.73 | 6.96 | 37.48 | 83.31 | 98.72 | 14524159 | 92.55 | 4.20% | 62.44% | $1,188.00 | 3608 | 65.08% | 972 | 14.50% | 941.851 | 30.72 |
| 15 | Jenkintown | PA | 52.23 | 33.36 | 81.15 | 13.37 | 38.29 | 87.9 | 99.61 | 90035254 | 102.554 | 3.50% | 65.43% | $1,612.00 | 1869 | 66.37% | 608 | 11.60% | 1001.492 | 9.57 |
| 16 | Avon | OH | 52.06 | 51.17 | 81.91 | 5.11 | 33.41 | 86.74 | 99.57 | 11591666 | 93.923 | 4.20% | 68.04% | $1,060.00 | 9103 | 58.58% | 3354 | 12.70% | 895.861 | 10.45 |
| 17 | Thiensville | WI | 52.02 | 43.92 | 84.4 | 6.41 | 33.32 | 89.91 | 99.45 | 5528428 | 96.937 | 3% | 67% | $1,154.00 | 1401 | 58.80% | 486 | 13.60% | 213.155 | 13.28 |
| 18 | Lawrence | KS | 51.97 | 59.6 | 85.32 | 4.16 | 31.84 | 72.67 | 99.1 | 5496976 | 90.243 | 3.80% | 70.04% | $966.00 | 37692 | 55.77% | 6600 | 15.80% | 2156.546 | 21.61 |
| 19 | Mount Pleasant | SC | 51.84 | 35.54 | 78.68 | 9.6 | 40.78 | 87.41 | 99.16 | 39771365 | 100.962 | 4.40% | 65.66% | $1,329.00 | 33452 | 68.37% | 14840 | 11.20% | 1171.746 | 20.2 |
| 20 | Rochester Hills | MI | 51.6 | 39.44 | 77.56 | 11.86 | 35.72 | 89.08 | 99.63 | 115904656 | 100.298 | 4.20% | 64.09% | $1,484.00 | 28174 | 61.37% | 9087 | 12.80% | 531.859 | 9.02 |
| 21 | Chapel Hill | NC | 51.42 | 42.58 | 72.49 | 9.87 | 45.4 | 72.44 | 99.68 | 10391629 | 97.572 | 3.70% | 58.12% | $1,362.00 | 19772 | 76.59% | 5601 | 14.50% | 2514.631 | 7.73 |
| 22 | Glenside | PA | 50.9 | 33.36 | 83.96 | 13.38 | 32.21 | 84.19 | 99.59 | 90035254 | 102.554 | 3.50% | 67.98% | $1,612.00 | 2591 | 57.08% | 693 | 11.10% | 1662.737 | 9.92 |
| 23 | Clarks Summit | PA | 50.6 | 51.99 | 76.16 | 4.59 | 31.68 | 88.81 | 98.5 | 10420292 | 93.556 | 4.70% | 64.20% | $1,033.00 | 2216 | 56.28% | 600 | 13.20% | 471.914 | 36.09 |
| 24 | Fort Mill | SC | 50.57 | 43.25 | 79.22 | 7.03 | 32.81 | 86.66 | 99.63 | 15071403 | 97.348 | 5.40% | 68.90% | $1,185.00 | 10689 | 57.61% | 3716 | 13.80% | 631.971 | 8.94 |
| 25 | Grapevine | TX | 50.44 | 33.63 | 88.6 | 10.25 | 32.98 | 73.99 | 99.78 | 139883117 | 103.09 | 4.20% | 74.12% | $1,386.00 | 20700 | 57.49% | 6814 | 15.40% | 2065.394 | 5.34 |
| 26 | Glastonbury | CT | 50.34 | 32.87 | 73.62 | 11.92 | 37.86 | 88.35 | 99.98 | 88946536 | 102.746 | 5.50% | 64.09% | $1,515.00 | 3376 | 65.65% | 1092 | 11.50% | 961.729 | 0.66 |
| 27 | Richfield | WI | 50.32 | 43.97 | 85.82 | 6.06 | 29.2 | 81.07 | 99.46 | 7001853 | 96.937 | 3.30% | 69.11% | $1,128.00 | 4282 | 52.35% | 1754 | 13.40% | 1540.674 | 13.02 |
| 28 | Woodstock | GA | 50.24 | 36.75 | 90.68 | 5.14 | 29.45 | 82.4 | 99.61 | 10117689 | 100.058 | 2.90% | 72.43% | $1,056.00 | 14495 | 52.33% | 4895 | 14.70% | 1024.916 | 9.59 |
| 29 | West Hartford | CT | 50.17 | 32.87 | 77.75 | 12.27 | 39.01 | 75.25 | 99.61 | 88946536 | 102.746 | 5.50% | 67.85% | $1,515.00 | 24395 | 66.60% | 7507 | 12% | 2731.968 | 9.45 |
| 30 | Waukesha | WI | 50.11 | 44.76 | 88.37 | 9.5 | 22.57 | 81.88 | 99.87 | 32895836 | 96.937 | 3.20% | 71.16% | $1,328.00 | 28823 | 41.74% | 5648 | 15.60% | 874.619 | 3.25 |
| 31 | West Lafayette | IN | 50.01 | 52.31 | 66.16 | 5.75 | 42.99 | 70.46 | 99.94 | 11168640 | 93.43 | 3.10% | 50.72% | $1,097.00 | 13530 | 73.30% | 2436 | 20.90% | 1204.739 | 1.55 |
| 32 | Wendell | NC | 49.9 | 44.09 | 90.12 | 11.74 | 19.86 | 79.64 | 99.86 | 104113676 | 98.157 | 3.50% | 73.57% | $1,502.00 | 4414 | 38.20% | 959 | 16.10% | 1074.873 | 3.41 |
| 33 | Highland Park | NJ | 49.78 | 9.3 | 86.81 | 12.33 | 40.65 | 83.98 | 99.97 | 70024451 | 112.563 | 4.70% | 73.87% | $1,539.00 | 6313 | 69.84% | 1626 | 13% | 1218.873 | 0.9 |
| 34 | Blacksburg | VA | 49.66 | 53.65 | 63.47 | 4.8 | 40.31 | 81.78 | 97.01 | – | 92.71 | 4% | 50.75% | $1,035.00 | 12949 | 69.20% | 2613 | 16.30% | 715.004 | 71.69 |
| 35 | De Pere | WI | 49.64 | 53.39 | 83.54 | 7.92 | 19.62 | 85.2 | 99.15 | 20129247 | 93.086 | 3.30% | 67.05% | $1,245.00 | 9321 | 37.72% | 1939 | 14.90% | 568.743 | 20.41 |
| 36 | Appleton | WI | 49.63 | 54.74 | 85.69 | 7.71 | 20.22 | 77.07 | 99.77 | 13229715 | 92.419 | 3.20% | 68.72% | $1,209.00 | 29228 | 38.18% | 5448 | 16.50% | 1346.883 | 5.57 |
| 37 | Somerset | NJ | 49.56 | 8.55 | 85.92 | 20.1 | 35.59 | 81.83 | 99.9 | 45797704 | 112.563 | 4.10% | 71.41% | $2,048.00 | 9285 | 61.98% | 2749 | 13.50% | 1405.733 | 2.48 |
| 38 | Silver Spring | MD | 49.5 | 18.68 | 93.64 | 14.27 | 35.04 | 63.77 | 99.8 | 94922164 | 108.884 | 4.20% | 78.69% | $1,638.00 | 32410 | 60.59% | 7046 | 17.40% | 3045.525 | 4.92 |
| 39 | Morristown | NJ | 49.5 | 9.01 | 90.54 | 17.33 | 33.03 | 83.79 | 99.4 | 60717582 | 112.563 | 4% | 75.33% | $1,866.00 | 8615 | 58.11% | 2374 | 14.80% | 798.224 | 14.57 |
| 40 | Crested Butte | CO | 49.36 | 0.04 | 92.25 | 4.38 | 44.29 | 94.53 | 95.08 | 1153789 | – | 3.40% | 75.23% | $1,021.00 | 618 | 75.58% | 172 | 9.60% | 542.169 | 117.94 |
| 41 | Bellevue | NE | 49.3 | 57.34 | 82.99 | 9.01 | 17.65 | 79.07 | 99.77 | 59205158 | 91.911 | 3.60% | 67.37% | $1,301.00 | 23655 | 34.45% | 3990 | 16.20% | 1132.105 | 5.61 |
| 42 | Somerville | NJ | 49.24 | 8.55 | 88.2 | 20.04 | 30.7 | 86.38 | 99.92 | 45797704 | 112.563 | 4.10% | 73.48% | $2,048.00 | 5540 | 54.72% | 1124 | 13.50% | 747.256 | 1.95 |
| 43 | Charlottesville | VA | 49.23 | 38.58 | 81.82 | 9.5 | 36.01 | 63.28 | 98.52 | – | 99.146 | 3% | 64.66% | $1,340.00 | 17903 | 62.45% | 4077 | 17.10% | 3191.062 | 35.61 |
| 44 | Rogers | AR | 49.19 | 57.48 | 84.5 | 13.95 | 17.83 | 68.08 | 96.16 | 21170960 | 91.353 | 3.90% | 69.57% | $1,626.00 | 24629 | 34.43% | 6255 | 22% | 1274.782 | 92.05 |
| 45 | Monroeville | PA | 49.05 | 52.35 | 76.09 | 12.01 | 25.38 | 72.94 | 99.39 | 107180697 | 94.671 | 4% | 62.21% | $1,512.00 | 11864 | 46.43% | 2493 | 14.60% | 2417.757 | 14.79 |
| 46 | Fayetteville | AR | 48.98 | 57.26 | 79.83 | 6.48 | 27.49 | 66.02 | 96.54 | 14125098 | 91.353 | 4% | 65.61% | $1,119.00 | 37720 | 48.96% | 7955 | 18.80% | 2371.048 | 83.03 |
| 47 | Linwood | NJ | 48.94 | 39.72 | 72.62 | 5.38 | 35.56 | 86.93 | 98.03 | 15115117 | 98.857 | 6.80% | 66.76% | $1,085.00 | 2473 | 62.15% | 1005 | 13.30% | 718.288 | 47.31 |
| 48 | Logan | UT | 48.85 | 46.34 | 90.53 | 4.81 | 21.34 | 77.01 | 97.98 | 7165803 | 95.927 | 3.50% | 73.94% | $1,032.00 | 16540 | 40.26% | 2570 | 17.40% | 1130.467 | 48.48 |
| 49 | Eau Claire | WI | 48.77 | 53.66 | 85.75 | 7.06 | 19.18 | 74.58 | 99.12 | 6730548 | 92.796 | 3.60% | 69.88% | $1,168.00 | 27753 | 36.74% | 4253 | 15.70% | 1905.743 | 21.22 |
| 50 | Taylors | SC | 48.74 | 53.53 | 80.32 | 7.98 | 25.61 | 68.06 | 98.37 | 38032534 | 93.26 | 4.80% | 68.25% | $1,249.00 | 9367 | 46.83% | 2105 | 16% | 2774.294 | 39.18 |
| 51 | Sturbridge | MA | 48.72 | 32.14 | 78.01 | 9.3 | 31.35 | 87.58 | 98.4 | 48166049 | 102.523 | 5.30% | 67.53% | $1,345.00 | 949 | 55.84% | 138 | 12.40% | 848.545 | 38.51 |
| 52 | East Lansing | MI | 48.7 | 48.88 | 64.42 | 7.56 | 38.57 | 73.63 | 99.62 | 18752816 | 94.991 | 5.10% | 54.65% | $1,218.00 | 12258 | 66.60% | 2184 | 19% | 1220.479 | 9.18 |
| 53 | Marietta | GA | 48.56 | 38.43 | 84.79 | 11.47 | 26.27 | 69.89 | 99.84 | 64921272 | 100.058 | 3.30% | 68.19% | $1,464.00 | 23230 | 47.40% | 5626 | 18.80% | 1810.462 | 3.99 |
| 54 | West Hollywood | CA | 48.55 | 29.71 | 87.03 | 12.23 | 37.16 | 49.79 | 99.71 | 810842127 | 113.566 | 5.60% | 76.54% | $1,516.00 | 21310 | 64.24% | 3776 | 15.70% | 5491.04 | 7.13 |
| 55 | Provincetown | MA | 48.46 | 40.89 | 75.9 | 6.87 | 35.15 | 71.99 | 97.87 | 14830770 | 98.351 | 7.30% | 71.11% | $1,184.00 | 1736 | 61.60% | 450 | 16.60% | 2055.336 | 51.15 |
| 56 | Morgantown | WV | 48.45 | 52.45 | 72.47 | 7.87 | 33.24 | 64.38 | 97.72 | 7455591 | 93.323 | 3.90% | 58.65% | $1,240.00 | 10806 | 58.48% | 1976 | 21.40% | 1960.013 | 54.81 |
| 57 | Bloomington | IN | 48.41 | 48.32 | 76.32 | 6.63 | 33.62 | 61.72 | 99.94 | 7418848 | 95.084 | 2.80% | 59.11% | $1,137.00 | 30352 | 58.82% | 3978 | 19.90% | 2718.316 | 1.46 |
| 58 | Whitehouse | TX | 48.41 | 55.35 | 84.15 | 5.73 | 16.71 | 83.42 | 96.07 | 13120426 | 92.156 | 4.20% | 70.08% | $1,108.00 | 2735 | 33.46% | 468 | 16.70% | 378.712 | 94.14 |
| 59 | Greer | SC | 48.37 | 53.53 | 81.85 | 8.08 | 22.17 | 69.6 | 98.54 | 38032534 | 93.26 | 4.80% | 69.64% | $1,249.00 | 15109 | 41.42% | 3421 | 19.30% | 1727.826 | 35.04 |
| 60 | Northampton | MA | 48.34 | 36.25 | 73.97 | 5.73 | 35.95 | 81.55 | 98.21 | 8036784 | 100.243 | 4.90% | 62.76% | $1,097.00 | 12449 | 62.67% | 1682 | 14.20% | 1272.087 | 43.06 |
| 61 | Hudson | MA | 48.21 | 23.48 | 79.04 | 23.52 | 23.36 | 84.21 | 99.12 | 204141715 | 108.266 | 4.60% | 66.54% | $2,276.00 | 6559 | 43.48% | 1417 | 15.50% | 563.325 | 21.14 |
| 62 | Jefferson City | MO | 48.2 | 64.92 | 77.01 | 6.22 | 20.44 | 68.14 | 98.95 | 5832789 | 87.975 | 3.40% | 61.40% | $1,126.00 | 15550 | 38.69% | 4098 | 18.90% | 2039.426 | 25.35 |
| 63 | Urbana | IL | 48.2 | 54.04 | 69.5 | 7.48 | 32.13 | 66.73 | 99.9 | 12169367 | 92.704 | 4.80% | 58.43% | $1,210.00 | 14794 | 56.75% | 2372 | 17.90% | 2491.886 | 2.58 |
| 64 | Johnson City | TN | 48.08 | 65.08 | 79.31 | 5.16 | 23.04 | 58.91 | 97.69 | 7192025 | 87.928 | 3.20% | 62.93% | $1,044.00 | 26932 | 42.49% | 5462 | 23.20% | 2302.512 | 55.43 |
| 65 | Little Chute | WI | 48.06 | 54.74 | 87.51 | 7.3 | 13.29 | 75.9 | 99.75 | 13229715 | 92.419 | 3.20% | 70.38% | $1,209.00 | 4647 | 28.20% | 746 | 16.40% | 1540.674 | 6.11 |
| 66 | Satellite Beach | FL | 48.06 | 37.64 | 75.25 | 9.13 | 31.91 | 77.95 | 97.62 | 35095914 | 100.005 | 5.30% | 65.02% | $1,330.00 | 4172 | 56.55% | 1179 | 13.60% | 1941.718 | 56.99 |
| 67 | Oak Ridge | TN | 47.99 | 54.17 | 75.67 | 12.72 | 21.3 | 68.76 | 99.89 | 6009989 | 92.569 | 3.30% | 59.90% | $1,557.00 | 13251 | 40.24% | 2181 | 21.60% | 1276.746 | 2.79 |
| 68 | Villanova | PA | 47.97 | 31.64 | 55.54 | 9.68 | 49.98 | 76.95 | 99.87 | 34058368 | 102.554 | 4.10% | 43.83% | $1,370.00 | 962 | 84.21% | 587 | 15.30% | 1662.737 | 3.27 |
| 69 | Parsippany | NJ | 47.96 | 9.01 | 81.49 | 17.33 | 34.19 | 83.55 | 99.41 | 60717582 | 112.563 | 4% | 67.11% | $1,866.00 | 8494 | 59.84% | 2756 | 12.50% | 1405.733 | 14.38 |
| 70 | Champaign | IL | 47.93 | 54.04 | 70.76 | 7.79 | 29.68 | 67 | 99.92 | 12169367 | 92.704 | 4.80% | 59.58% | $1,210.00 | 33637 | 52.73% | 4638 | 18.60% | 2279.078 | 2.16 |
| 71 | State College | PA | 47.89 | 44.44 | 60.85 | 5.84 | 39.68 | 80.75 | 98.87 | 9001773 | 96.762 | 3% | 45.63% | $1,108.00 | 9387 | 68.36% | 1692 | 16.70% | 764.154 | 27.25 |
| 72 | Dedham | MA | 47.89 | 19.04 | 83.06 | 12.52 | 31.02 | 82.04 | 99.57 | 59516176 | 108.266 | 4.60% | 70.19% | $1,548.00 | 9663 | 55.01% | 2679 | 13.70% | 1325.182 | 10.32 |
| 73 | Towson | MD | 47.87 | 27.84 | 75.62 | 9.19 | 40.63 | 66.01 | 99.71 | 57707206 | 104.487 | 4.60% | 63.43% | $1,315.00 | 21493 | 69.29% | 5706 | 16.10% | 3045.525 | 7.08 |
| 74 | Moraga | CA | 47.85 | 2.36 | 68.96 | 13.17 | 48.52 | 89.74 | 99.69 | 76853439 | 115.613 | 4.80% | 57.94% | $1,595.00 | 5459 | 81.75% | 2394 | 12.60% | 486.677 | 7.64 |
| 75 | Longmont | CO | 47.82 | 25.42 | 82.96 | 19.16 | 26.13 | 71.03 | 99.46 | 33422982 | 105.202 | 4.10% | 68.72% | $1,952.00 | 40023 | 46.97% | 7301 | 14.90% | 2618.695 | 13.07 |
| 76 | North Augusta | SC | 47.73 | 55.78 | 76.07 | 8.19 | 18.93 | 82 | 95.82 | 7648930 | 91.903 | 5.40% | 66.04% | $1,261.00 | 10630 | 36.66% | 1894 | 17.40% | 409.448 | 100.22 |
| 77 | Fairfax | VA | 47.65 | 15.76 | 87.73 | 7.63 | 35.84 | 72.71 | 99.77 | – | 108.884 | 3.30% | 70.86% | $1,226.00 | 8849 | 62.36% | 2789 | 15.10% | 2325.383 | 5.72 |
| 78 | Conway | AR | 47.58 | 61.63 | 76.23 | 3.91 | 23.05 | 66.36 | 99.09 | 4594326 | 89.364 | 4.50% | 63.72% | $963.00 | 25353 | 42.65% | 4213 | 19.90% | 2047.132 | 22.02 |
| 79 | Traverse City | MI | 47.49 | 52.28 | 75.94 | 6.16 | 25.92 | 73.35 | 94.14 | 5853232 | 93.372 | 4.20% | 62.62% | $1,132.00 | 6559 | 47.36% | 1620 | 17.10% | 1734.07 | 140.4 |
| 80 | Woods Hole | MA | 47.48 | 40.89 | 48.53 | 6.85 | 47.47 | 86.67 | 97.4 | 14830770 | 98.351 | 7.30% | 46.27% | $1,184.00 | 524 | 80.43% | 183 | 12.20% | 1030.466 | 62.32 |
| 81 | Mankato | MN | 47.46 | 57.9 | 82.64 | 6.09 | 17.91 | 67.64 | 97.89 | 4355637 | 90.955 | 4.60% | 69.80% | $1,117.00 | 15837 | 35.12% | 1784 | 16.90% | 2609.619 | 50.54 |
| 82 | Coral Gables | FL | 47.38 | 9.65 | 75.89 | 11.23 | 43.67 | 76.23 | 99.67 | 203059107 | 114.155 | 2.80% | 58.73% | $1,453.00 | 18292 | 73.63% | 8062 | 14.60% | 1941.718 | 8.08 |
| 83 | Aspen | CO | 47.37 | 0.09 | 90.56 | 11.01 | 40.45 | 73.7 | 95.61 | 2935059 | – | 2.60% | 71.49% | $1,455.00 | 3662 | 69.59% | 1187 | 11.80% | 3005.086 | 105.3 |
| 84 | Moosic | PA | 47.29 | 51.99 | 78.35 | 4.59 | 20.75 | 78.42 | 98.77 | 10420292 | 93.556 | 4.70% | 66.18% | $1,033.00 | 2167 | 39.58% | 755 | 17.30% | 950.951 | 29.55 |
| 85 | Greenville | NC | 47.27 | 64.05 | 77.03 | 5.67 | 20.8 | 61.57 | 97.66 | 9927193 | 88.402 | 4.40% | 64.16% | $1,067.00 | 36557 | 39.07% | 5406 | 19.20% | 2914.021 | 56.03 |
| 86 | Boonton | NJ | 47.27 | 9.01 | 85.84 | 17.24 | 27.64 | 84.56 | 99.39 | 60717582 | 112.563 | 4% | 71.06% | $1,866.00 | 3206 | 50.08% | 921 | 14% | 886.623 | 14.73 |
| 87 | St. Charles | IL | 47.25 | 29.03 | 78.95 | 7.22 | 29.09 | 84.02 | 99.81 | 28613180 | 103.595 | 6.30% | 71.14% | $1,195.00 | 12504 | 52% | 3274 | 13.60% | 1063.666 | 4.79 |
| 88 | Severn | MD | 47.23 | 27.77 | 88.03 | 12.53 | 25.35 | 66.35 | 99.81 | 55635123 | 104.487 | 3.80% | 72.49% | $1,536.00 | 21200 | 46.09% | 4873 | 15.90% | 3045.525 | 4.79 |
| 89 | Bend | OR | 47.15 | 28.53 | 77.5 | 9.01 | 30.41 | 79.72 | 99.96 | 13055367 | 103.607 | 5.70% | 68.17% | $1,282.00 | 41379 | 52.88% | 12266 | 14.90% | 1361.998 | 1.21 |
| 90 | Willoughby | OH | 47.03 | 51.18 | 78.21 | 5.91 | 18.89 | 78.73 | 99.34 | 12152688 | 93.923 | 3.80% | 63.59% | $1,111.00 | 10723 | 36.60% | 1895 | 17.20% | 931.536 | 15.88 |
| 91 | Des Plaines | IL | 47 | 41.44 | 75.58 | 13.9 | 20.63 | 77.46 | 99.87 | 432556656 | 103.595 | 5.30% | 65.32% | $1,626.00 | 21181 | 38.92% | 4577 | 17.10% | 1139.502 | 3.19 |
| 92 | Bluffton | SC | 47 | 41.53 | 70.72 | 4.74 | 29.13 | 87.22 | 96.75 | 9962863 | 98.017 | 5.20% | 60.64% | $1,032.00 | 12562 | 51.95% | 4142 | 12.70% | 825.27 | 77.96 |
| 93 | Fort Lee | NJ | 46.96 | 9.71 | 76.2 | 12.06 | 38.32 | 82.91 | 99.8 | 83504631 | 112.563 | 3.90% | 62.04% | $1,509.00 | 17242 | 65.85% | 5160 | 14.10% | 1100.26 | 4.87 |
| 94 | Lockport | IL | 46.94 | 29.33 | 83.68 | 6.78 | 24.11 | 84.52 | 99.65 | 38147264 | 103.595 | 5.40% | 72.95% | $1,170.00 | 9344 | 44.48% | 2542 | 15.20% | 592.47 | 8.49 |
| 95 | Davis | CA | 46.81 | 21.44 | 66.81 | 8.98 | 45.8 | 70.4 | 99.41 | 15908346 | 106.67 | 6.30% | 60.12% | $1,299.00 | 23956 | 76.78% | 8851 | 16.90% | 2211.261 | 14.27 |
| 96 | Cape Girardeau | MO | 46.77 | 69.32 | 76.9 | 5 | 17.77 | 59.57 | 95.98 | 4155045 | 86.078 | 3.70% | 62.12% | $1,047.00 | 14309 | 34.88% | 1982 | 22.20% | 2456.261 | 96.42 |
| 97 | St. Cloud | MN | 46.74 | 65.85 | 78.17 | 7.67 | 14.98 | 61.39 | 98.07 | 9689611 | 87.632 | 5.50% | 68.22% | $1,211.00 | 25471 | 30.40% | 3720 | 19.30% | 2915.011 | 46.36 |
| 98 | Owings Mills | MD | 46.71 | 27.84 | 89.35 | 9.05 | 25.94 | 63.77 | 99.94 | 57707206 | 104.487 | 4.60% | 75.90% | $1,315.00 | 13624 | 47.14% | 3626 | 17.40% | 3045.525 | 1.66 |
| 99 | Safety Harbor | FL | 46.66 | 36.4 | 73.26 | 8.36 | 26.76 | 82.29 | 99.59 | 62297828 | 100.89 | 4.80% | 61.84% | $1,277.00 | 6533 | 48.61% | 1909 | 16.10% | 691.326 | 9.86 |
| 100 | Asheville | NC | 46.64 | 45.26 | 75.87 | 6.7 | 30.44 | 59.1 | 98.15 | 16397012 | 96.506 | 4% | 62.01% | $1,138.00 | 33840 | 53.37% | 8615 | 16.70% | 3895.231 | 44.49 |
| 101 | Clemson | SC | 46.61 | 52.51 | 65.26 | 3.21 | 33.8 | 68.85 | 97.05 | 4671169 | 93.26 | 5.30% | 55.95% | $937.00 | 6998 | 59.44% | 1143 | 18.70% | 1986.903 | 70.86 |
| 102 | Cherry Hill | NJ | 46.6 | 31.43 | 79.14 | 8.64 | 26.08 | 78.38 | 99.67 | 27237865 | 102.554 | 5.30% | 68.55% | $1,297.00 | 5248 | 47.67% | 1210 | 15.50% | 1405.733 | 8 |
| 103 | Lynchburg | VA | 46.58 | 61.49 | 69.76 | 7.22 | 20.3 | 69.02 | 99.88 | – | 89.363 | 4.90% | 58.94% | $1,180.00 | 26514 | 38.49% | 3965 | 19.60% | 1737.637 | 3.12 |
| 104 | Lexington Park | MD | 46.55 | 35.05 | 90.23 | 10.88 | 20.43 | 61.87 | 97.81 | 8388208 | 100.76 | 3.70% | 74.22% | $1,444.00 | 5539 | 39.07% | 906 | 18.50% | 3045.525 | 52.64 |
| 105 | Florence | AL | 46.53 | 72.23 | 75.49 | 2.4 | 17.6 | 59.5 | 97.69 | 2988972 | 84.817 | 3.20% | 59.47% | $874.00 | 15598 | 34.50% | 2911 | 24% | 2017.365 | 55.37 |
| 106 | Wausau | WI | 46.53 | 54.07 | 81.5 | 6.48 | 15.19 | 73.71 | 96.6 | 9131392 | 92.651 | 3.30% | 65.20% | $1,143.00 | 15631 | 30.86% | 2565 | 19.80% | 1008.786 | 81.58 |
| 107 | Boone | IA | 46.5 | 62.77 | 83.5 | 3.7 | 10.53 | 71.32 | 98.75 | 993019 | 88.83 | 3.20% | 66.74% | $972.00 | 4586 | 24% | 704 | 18% | 1803.054 | 30 |
| 108 | Cranford | NJ | 46.5 | 8.42 | 77.34 | 11.79 | 36.1 | 83.9 | 99.95 | 41396980 | 112.563 | 5% | 66.09% | $1,509.00 | 882 | 63.08% | 206 | 12.30% | 1405.733 | 1.42 |
| 109 | Jacksonville | NC | 46.43 | 55.41 | 91.98 | 2.17 | 12.13 | 66.4 | 96.12 | 9687003 | 92.085 | 4.30% | 77.46% | $853.00 | 21380 | 26.28% | 1950 | 16.40% | 2914.4 | 93.03 |
| 110 | Charleston | WV | 46.42 | 63.36 | 69.44 | 7.69 | 24.72 | 53.25 | 99.86 | 11439241 | 88.717 | 4.60% | 57.82% | $1,219.00 | 19151 | 45.18% | 4420 | 23.20% | 3119.865 | 3.47 |
| 111 | Frisco | CO | 46.39 | 0.1 | 86.44 | 6.01 | 41.59 | 77.3 | 97.52 | 3302135 | – | 2.80% | 68.31% | $1,128.00 | 1357 | 71.40% | 626 | 12% | 2434.526 | 59.39 |
| 112 | Albany | NY | 46.34 | 38.72 | 78.3 | 11.18 | 24.94 | 64.1 | 99.9 | 36723564 | 99.566 | 3.70% | 63.39% | $1,427.00 | 39071 | 45.32% | 5930 | 18% | 2848.328 | 2.58 |
| 113 | Park City | UT | 46.34 | 0.14 | 85.36 | 8.46 | 38.9 | 79.18 | 99.15 | 4672480 | – | 2.70% | 67.05% | $1,287.00 | 3371 | 67.21% | 1382 | 12.80% | 1963.175 | 20.6 |
| 114 | Ithaca | NY | 46.28 | 29 | 66.21 | 9.87 | 39.23 | 70.18 | 98.84 | 6427486 | 103.317 | 3.70% | 52.42% | $1,370.00 | 12465 | 67.66% | 1764 | 13% | 3215.835 | 27.9 |
| 115 | Hattiesburg | MS | 46.11 | 65.66 | 80.38 | 5.06 | 19.4 | 47.07 | 96.17 | 3772384 | 87.633 | 3.40% | 64.46% | $1,047.00 | 17923 | 37.27% | 2766 | 25.40% | 3465.336 | 91.84 |
| 116 | Danbury | CT | 46.09 | 22.38 | 81.87 | 22.71 | 17.49 | 75.27 | 99.16 | 61223022 | 106.864 | 4.80% | 69.66% | $2,197.00 | 30196 | 33.97% | 5839 | 17.90% | 1256.71 | 20.28 |
| 117 | Oshkosh | WI | 46.09 | 53.48 | 80.24 | 8.18 | 12.93 | 72.2 | 99.32 | 11107020 | 92.929 | 3.30% | 64.05% | $1,245.00 | 25113 | 27.35% | 3174 | 18.90% | 1451.647 | 16.53 |
| 118 | Staunton | VA | 46.03 | 57.36 | 75.31 | 2.07 | 19.55 | 71.65 | 99.01 | – | 91.128 | 3.30% | 59.58% | $859.00 | 9757 | 37.72% | 1048 | 19% | 1506.635 | 23.81 |
| 119 | Livonia | MI | 45.89 | 39.13 | 69.99 | 11.95 | 22.87 | 79.37 | 99.73 | 105985562 | 100.298 | 6.30% | 63% | $1,481.00 | 36244 | 41.88% | 8223 | 15.50% | 1262.214 | 6.59 |
| 120 | White Plains | NY | 45.87 | 10.01 | 81.74 | 13.93 | 30.62 | 76.1 | 99.62 | 93324101 | 112.563 | 3.60% | 66.24% | $1,625.00 | 24219 | 53.91% | 6603 | 15.40% | 1760.251 | 9.15 |
| 121 | Oxford | OH | 45.8 | 48.13 | 57.74 | 7.68 | 34.81 | 68.53 | 99.48 | 23138601 | 95.37 | 4.40% | 46.65% | $1,233.00 | 5436 | 61.05% | 684 | 18.80% | 2008.366 | 12.62 |
| 122 | La Crosse | WI | 45.74 | 56.09 | 80.76 | 6.75 | 17.9 | 56.23 | 97.22 | 7638491 | 91.769 | 3.50% | 65.08% | $1,156.00 | 20290 | 34.95% | 3007 | 19.10% | 3711.709 | 66.75 |
| 123 | Steamboat Springs | CO | 45.71 | 0.07 | 86.99 | 6.93 | 35.66 | 84.19 | 95.79 | 2257117 | – | 3.40% | 70.46% | $1,183.00 | 5970 | 62.17% | 2014 | 12.70% | 1264.148 | 100.83 |
| 124 | Crystal Lake | IL | 45.64 | 28.53 | 83.65 | 5.24 | 22.53 | 80.3 | 99.19 | 12112910 | 103.595 | 4.90% | 71.55% | $1,063.00 | 14220 | 41.96% | 3443 | 15.60% | 1102.887 | 19.55 |
| 125 | Superior | WI | 45.53 | 62.94 | 74.33 | 4.54 | 13.92 | 68.72 | 99.6 | 1782817 | 88.768 | 5.80% | 65.56% | $1,021.00 | 10359 | 29.06% | 1594 | 17.90% | 2204.485 | 9.65 |
| 126 | Ripon | WI | 45.48 | 56.31 | 76.43 | 6.51 | 10.77 | 78.98 | 98.55 | 5112557 | 91.643 | 3.40% | 60.87% | $1,159.00 | 3043 | 24.38% | 505 | 18.20% | 646.162 | 34.95 |
| 127 | Melville | NY | 45.46 | 10.47 | 74.35 | 11.99 | 35.45 | 78.52 | 99.08 | 108243017 | 112.563 | 4% | 60.63% | $1,516.00 | 7013 | 61.73% | 2961 | 12.50% | 2134.286 | 22.11 |
| 128 | Mechanicsville | MD | 45.45 | 35.05 | 84.91 | 10.79 | 19.1 | 64.11 | 98.66 | 8388208 | 100.76 | 3.70% | 69.39% | $1,444.00 | 515 | 37.16% | 100 | 17.20% | 3045.525 | 32.19 |
| 129 | Bowling Green | KY | 45.41 | 59.85 | 78.96 | 5.72 | 15.44 | 58.02 | 98.37 | 8900029 | 90.179 | 4% | 64.82% | $1,080.00 | 27582 | 31.17% | 3253 | 21.20% | 2928.919 | 39.19 |
| 130 | Salem | MA | 45.41 | 18.7 | 81.01 | 10.94 | 26.39 | 76.67 | 99.48 | 48360034 | 108.266 | 5.30% | 70.25% | $1,434.00 | 18316 | 47.78% | 4075 | 15.90% | 1553.694 | 12.55 |
| 131 | Bryan | TX | 45.38 | 58.16 | 79.31 | 5.6 | 14.92 | 61.71 | 97.74 | 12496050 | 90.951 | 3.70% | 64.31% | $1,070.00 | 29266 | 30.12% | 5310 | 25% | 1447.786 | 54.33 |
| 132 | Munster | IN | 45.35 | 28.91 | 73.85 | 7.41 | 27.66 | 78.92 | 99.54 | 24764214 | 103.595 | 4.70% | 62.10% | $1,212.00 | 8602 | 49.88% | 2701 | 16.70% | 1028.737 | 11.12 |
| 133 | Lafayette | IN | 45.32 | 52.31 | 83.19 | 6.01 | 13.28 | 63.29 | 99.88 | 11168640 | 93.43 | 3.10% | 66.18% | $1,097.00 | 29458 | 27.89% | 3035 | 21.70% | 2042.761 | 3.11 |
| 134 | Sioux City | IA | 45.26 | 68.47 | 81.99 | 5.25 | 10.07 | 53.57 | 96.7 | 5432371 | 86.454 | 3.90% | 67.29% | $1,048.00 | 28597 | 22.92% | 3647 | 22.20% | 3323.961 | 79.01 |
| 135 | Arcadia | CA | 45.24 | 29.71 | 66.94 | 12.19 | 33.02 | 67.57 | 99.48 | 810842127 | 113.566 | 5.60% | 58.31% | $1,516.00 | 18577 | 57.37% | 8176 | 16.10% | 2820.383 | 12.5 |
| 136 | Dothan | AL | 45.22 | 74.63 | 74.02 | 4.35 | 13.17 | 50.71 | 99.88 | 6085531 | 83.833 | 3% | 57.58% | $992.00 | 25659 | 27.59% | 4143 | 26.10% | 2765.08 | 2.9 |
| 137 | Kingsport | TN | 45.2 | 68.62 | 69.33 | 12.12 | 15.65 | 49.02 | 97.99 | 9483104 | 86.447 | 3.50% | 54.70% | $1,508.00 | 22227 | 31.46% | 3478 | 26.30% | 2959.502 | 48.18 |
| 138 | Biloxi | MS | 45.1 | 60.29 | 80.93 | 2.25 | 15.07 | 62.15 | 94.44 | 9941203 | 90.006 | 3.50% | 65.23% | $862.00 | 17677 | 30.65% | 2842 | 22.30% | 2057.953 | 133.28 |
| 139 | Janesville | WI | 45.06 | 51.59 | 79.12 | 7.19 | 12.93 | 68.99 | 99.27 | 8437452 | 93.703 | 4.20% | 65.51% | $1,179.00 | 25867 | 27.31% | 3449 | 19.20% | 1841.593 | 17.51 |
| 140 | Southfield | MI | 45.04 | 39.44 | 74.76 | 11.92 | 21.88 | 63.26 | 99.93 | 115904656 | 100.298 | 4.20% | 61.56% | $1,484.00 | 32025 | 40.67% | 5874 | 20.20% | 2420.017 | 1.87 |
| 141 | Ocean Ridge | FL | 45.04 | 6.81 | 58.23 | 10.97 | 47.32 | 84.55 | 98.95 | 110546089 | 114.155 | 4.90% | 48.48% | $1,455.00 | 769 | 80.18% | 407 | 14.30% | 813.008 | 25.24 |
| 142 | Waterloo | IA | 45.03 | 67.13 | 78.63 | 6.25 | 9.26 | 59.47 | 97.2 | 7574396 | 87.057 | 4.40% | 65.62% | $1,117.00 | 25545 | 21.83% | 2536 | 22.30% | 2444.829 | 67.11 |
| 143 | Jonesboro | AR | 44.99 | 69.83 | 73.77 | 4.39 | 16 | 51.36 | 97.49 | 5563502 | 85.876 | 4.70% | 62.03% | $992.00 | 27974 | 31.79% | 5104 | 24.60% | 3044.698 | 60.18 |
| 144 | Pittsfield | MA | 44.98 | 48.26 | 73 | 8.12 | 17.42 | 72.81 | 98.81 | 7205142 | 95.106 | 5.60% | 63.81% | $1,249.00 | 17541 | 34.23% | 2922 | 19.40% | 1239.64 | 28.52 |
| 145 | Greenfield | IN | 44.92 | 46.77 | 84.58 | 5.9 | 12.06 | 68.35 | 99.57 | 3776322 | 95.696 | 2.60% | 66.06% | $1,111.00 | 9902 | 26.25% | 1312 | 18.90% | 2008.77 | 10.4 |
| 146 | Lake Charles | LA | 44.88 | 70.15 | 73.15 | 7.75 | 14.21 | 51.37 | 94.89 | 13981745 | 85.852 | 4.70% | 61.47% | $1,214.00 | 27397 | 29.13% | 4544 | 26.90% | 2469.801 | 122.44 |
| 147 | Red Bank | NJ | 44.85 | 8.43 | 85.33 | 8.75 | 28.66 | 76.62 | 99.45 | 41972064 | 112.563 | 4.40% | 71.70% | $1,304.00 | 5486 | 51.55% | 1551 | 17.50% | 1161.969 | 13.37 |
| 148 | Harrisonburg | VA | 44.82 | 48.54 | 76.08 | 3.63 | 19.46 | 67.43 | 99.92 | – | 94.892 | 3.90% | 61.93% | $956.00 | 14908 | 37.45% | 2029 | 20.70% | 1692.998 | 2.03 |
| 149 | Waynesboro | VA | 44.7 | 57.36 | 80.24 | 2.76 | 11.67 | 66.93 | 98.86 | – | 91.128 | 3.30% | 64.05% | $905.00 | 8991 | 25.69% | 1123 | 21.70% | 1516.496 | 27.43 |
| 150 | Temple | TX | 44.68 | 57.97 | 74.35 | 8.28 | 15.15 | 56.94 | 99.74 | 20351868 | 91.132 | 5% | 63.38% | $1,245.00 | 31151 | 30.56% | 4500 | 24.10% | 2362.123 | 6.26 |
| 151 | Lancaster | PA | 44.68 | 41.6 | 85.58 | 6.93 | 14.26 | 65.57 | 98.16 | 30749241 | 98.257 | 3.20% | 68.62% | $1,168.00 | 19841 | 29.38% | 3168 | 21.90% | 1662.737 | 44.18 |
| 152 | Frederick | MD | 44.66 | 16.25 | 85.95 | 8.57 | 23.61 | 74.29 | 99.84 | 15943952 | 108.884 | 3.90% | 70.88% | $1,264.00 | 31122 | 43.19% | 6795 | 16.80% | 1673.678 | 4.08 |
| 153 | Fond Du Lac | WI | 44.65 | 56.31 | 79.77 | 6.74 | 8.84 | 68.21 | 98.74 | 5112557 | 91.643 | 3.40% | 63.90% | $1,159.00 | 17054 | 21.29% | 1684 | 18.60% | 2103.523 | 30.24 |
| 154 | Walnut Creek | CA | 44.64 | 2.36 | 70.32 | 13.6 | 41.75 | 70.82 | 99.81 | 76853439 | 115.613 | 4.80% | 59.17% | $1,595.00 | 31850 | 70.43% | 10225 | 13.90% | 2897.919 | 4.73 |
| 155 | Kalamazoo | MI | 44.59 | 49.17 | 77.27 | 8.47 | 20.25 | 52.36 | 97.68 | 16537412 | 94.84 | 4.70% | 65.20% | $1,263.00 | 25773 | 38.46% | 3606 | 22.40% | 3447.851 | 55.61 |
| 156 | Cheyenne | WY | 44.59 | 45 | 79.91 | 6.78 | 17.08 | 62.43 | 99.85 | 6649763 | 96.491 | 4.50% | 67.06% | $1,151.00 | 26718 | 33.55% | 4182 | 18.40% | 2988.809 | 3.76 |
| 157 | Bristol | CT | 44.59 | 37.92 | 76.85 | 9.48 | 14.9 | 79.75 | 99.35 | 26812846 | 99.778 | 6.30% | 69.23% | $1,333.00 | 22592 | 30.33% | 3303 | 16.50% | 958.074 | 15.76 |
| 158 | Panama City Beach | FL | 44.57 | 43.23 | 77.22 | 4.51 | 19.83 | 70.88 | 96.94 | 10440780 | 97.296 | 5.50% | 67.36% | $1,021.00 | 8231 | 38.04% | 1804 | 17.70% | 1941.718 | 73.4 |
| 159 | Moline | IL | 44.56 | 62.46 | 73.14 | 8.29 | 13.8 | 54.7 | 99.81 | 9877640 | 89.079 | 6.20% | 65.59% | $1,261.00 | 16906 | 28.80% | 2167 | 21.50% | 3334.213 | 4.73 |
| 160 | Haysville | KS | 44.5 | 63.49 | 73.86 | 6.85 | 7.87 | 71.59 | 97.06 | 33351338 | 88.946 | 4.70% | 62.11% | $1,180.00 | 3962 | 19.98% | 396 | 19.70% | 1340.435 | 70.62 |
| 161 | Jackson | TN | 44.42 | 70.7 | 75.42 | 5.64 | 13.23 | 45.21 | 97.73 | 6668423 | 85.522 | 3.90% | 61.33% | $1,078.00 | 24588 | 27.76% | 3571 | 27.70% | 3160.238 | 54.5 |
| 162 | Kingston | TN | 44.41 | 54.07 | 66.15 | 15.51 | 10.48 | 73.95 | 99.52 | 2827292 | 92.569 | 3.50% | 51.81% | $1,753.00 | 2311 | 23.98% | 238 | 22.50% | 301.3 | 11.54 |
| 163 | Suffolk | VA | 44.37 | 41.54 | 79.45 | 6.26 | 17.07 | 69.83 | 97.52 | 4495006 | 97.941 | 4% | 65.26% | $1,108.00 | 34191 | 33.34% | 5763 | 19.80% | 1570.923 | 59.61 |
| 164 | Pensacola | FL | 44.37 | 42.5 | 72.19 | 6.8 | 23.32 | 68.47 | 95.14 | 18897020 | 97.717 | 5.50% | 62.80% | $1,156.00 | 23193 | 43.01% | 4699 | 19.10% | 1941.718 | 116.56 |
| 165 | Manchester | CT | 44.32 | 32.87 | 81.5 | 12.1 | 15.54 | 68.13 | 99.75 | 88946536 | 102.746 | 5.50% | 71.24% | $1,515.00 | 14561 | 31.49% | 1925 | 18.60% | 2115.262 | 6.17 |
| 166 | Point Pleasant Beach | NJ | 44.26 | 7.9 | 80.32 | 4.84 | 33.87 | 76 | 99.78 | 24596867 | 112.563 | 5.10% | 69.08% | $1,050.00 | 1871 | 59.61% | 679 | 14.20% | 2074.279 | 5.36 |
| 167 | Atlantic Highlands | NJ | 44.26 | 8.43 | 73.98 | 8.69 | 30.13 | 89.94 | 99.35 | 41972064 | 112.563 | 4.40% | 61.39% | $1,304.00 | 1945 | 53.93% | 534 | 12.60% | 457.352 | 15.73 |
| 168 | Geneva | NY | 44.17 | 43.73 | 73.42 | 7.05 | 20.11 | 65.41 | 99.47 | 6879195 | 97.035 | 4.10% | 60.06% | $1,193.00 | 4411 | 38.63% | 590 | 17.40% | 2807.389 | 12.84 |
| 169 | St. George | UT | 44.15 | 43.12 | 72.27 | 3.68 | 19.25 | 76.86 | 99.92 | 8822616 | 97.321 | 4% | 58.74% | $939.00 | 33514 | 36.67% | 5695 | 18% | 1002.835 | 2.01 |
| 170 | Attleboro | MA | 44.14 | 33.27 | 79.78 | 7.85 | 17.33 | 74.28 | 98.64 | 27757139 | 101.773 | 6.20% | 71.61% | $1,233.00 | 16179 | 34.03% | 3362 | 19% | 1126.192 | 32.66 |
| 171 | Macedon | NY | 44 | 43.64 | 70.25 | 5.08 | 20.38 | 73.69 | 99.25 | 3975009 | 97.035 | 4.40% | 58.01% | $1,067.00 | 806 | 39.10% | 93 | 15.30% | 2134.286 | 18.07 |
| 172 | Forsyth | GA | 43.98 | 63.49 | 73 | 4.4 | 12.83 | 59.36 | 98.29 | 1390761 | 88.528 | 3.30% | 57.48% | $1,021.00 | 1655 | 27.55% | 363 | 24.40% | 1937.563 | 41 |
| 173 | Bethlehem | PA | 43.92 | 37.15 | 74.28 | 7.31 | 18.68 | 73.81 | 99.81 | 16417928 | 99.968 | 4.40% | 61.67% | $1,185.00 | 27494 | 35.96% | 4482 | 18.30% | 1368.791 | 4.75 |
| 174 | Dalton | GA | 43.9 | 60.56 | 77.83 | 5.2 | 10.82 | 56.16 | 98.92 | 6171126 | 89.844 | 4.20% | 64.34% | $1,064.00 | 10753 | 24.31% | 1751 | 26.40% | 1902.308 | 25.88 |
| 175 | Aiken | SC | 43.86 | 55.78 | 61.65 | 8.21 | 26.24 | 53.83 | 95.74 | 7648930 | 91.903 | 5.40% | 52.96% | $1,261.00 | 12354 | 47.69% | 2990 | 19.50% | 3958.34 | 102.19 |
| 176 | San Angelo | TX | 43.85 | 54.47 | 80.71 | 6.22 | 11.37 | 57.98 | 96.56 | 6916630 | 92.453 | 3.50% | 65.03% | $1,105.00 | 34657 | 24.73% | 5026 | 23% | 2485.959 | 82.41 |
| 177 | Westfield | MA | 43.8 | 46.53 | 68.44 | 6.83 | 16.71 | 77.18 | 98.71 | 23695319 | 96.061 | 6.30% | 61.60% | $1,168.00 | 14159 | 33.23% | 2288 | 18.60% | 806.882 | 31.03 |
| 178 | Winchester | VA | 43.77 | 44.89 | 79.8 | 6.92 | 15.4 | 58.9 | 99.49 | – | 96.45 | 3.80% | 65.03% | $1,178.00 | 10040 | 31.31% | 1560 | 23.10% | 2328.52 | 12.42 |
| 179 | East Peoria | IL | 43.77 | 57.3 | 74.49 | 5.52 | 11.34 | 66.59 | 96.75 | 5843142 | 91.231 | 5.60% | 65.16% | $1,087.00 | 9092 | 25.23% | 723 | 18.50% | 2363.645 | 77.9 |
| 180 | Grand Junction | CO | 43.75 | 47.4 | 73.37 | 5.69 | 20.14 | 62.39 | 95.52 | 7454851 | 95.476 | 4.70% | 61.66% | $1,078.00 | 27637 | 38.06% | 5375 | 17.70% | 3170.359 | 107.4 |
| 181 | Kenosha | WI | 43.74 | 34.2 | 82.65 | 6.17 | 14.17 | 73.32 | 99.76 | 7957347 | 101.118 | 4% | 68.16% | $1,099.00 | 37303 | 29% | 5032 | 20.60% | 866.342 | 5.99 |
| 182 | Owensboro | KY | 43.72 | 63.4 | 73.56 | 5.5 | 12.04 | 55.35 | 98.5 | 4757569 | 88.61 | 3.80% | 59.36% | $1,071.00 | 22744 | 26.10% | 2306 | 22.80% | 2916.999 | 36 |
| 183 | Hilton Head | SC | 43.71 | 41.53 | 58.84 | 4.82 | 32.03 | 70.47 | 96.98 | 9962863 | 98.017 | 5.20% | 49.85% | $1,032.00 | 16895 | 56.15% | 5915 | 14.60% | 2774.294 | 72.5 |
| 184 | Joplin | MO | 43.65 | 70.21 | 74.85 | 4.46 | 12.47 | 45.47 | 95.99 | 5735790 | 85.718 | 3.90% | 60.81% | $1,005.00 | 20123 | 26.65% | 3057 | 23.70% | 4120.823 | 96.17 |
| 185 | Wheeling | WV | 43.65 | 64.05 | 65.76 | 5.37 | 17.22 | 56.74 | 98.45 | 3808917 | 88.323 | 5% | 55.58% | $1,075.00 | 10678 | 34.07% | 1742 | 25.70% | 1992.216 | 37.31 |
| 186 | Bossier City | LA | 43.61 | 72.45 | 76.12 | 4.16 | 11.14 | 46.11 | 92.93 | 6085253 | 84.766 | 4% | 62.24% | $983.00 | 22086 | 24.66% | 2834 | 25.10% | 3679.681 | 169.24 |
| 187 | Romeoville | IL | 43.48 | 29.33 | 85.11 | 6.84 | 13.49 | 73.52 | 99.65 | 38147264 | 103.595 | 5.40% | 74.25% | $1,170.00 | 12631 | 28.33% | 2231 | 19.90% | 1012.022 | 8.47 |
| 188 | Plymouth | MA | 43.47 | 18.08 | 80.22 | 8.36 | 20.4 | 80.88 | 98.51 | 28366702 | 108.266 | 5.40% | 69.81% | $1,280.00 | 3647 | 39.04% | 808 | 16.90% | 695.066 | 35.91 |
| 189 | St. Joseph | MO | 43.43 | 68.63 | 72.86 | 7.58 | 10.05 | 46.65 | 98.65 | 5160891 | 86.382 | 4.30% | 60.11% | $1,206.00 | 24700 | 22.96% | 3157 | 24.10% | 3850.925 | 32.4 |
| 190 | Lawton | OK | 43.41 | 69.67 | 72.08 | 3.62 | 9.78 | 55.62 | 98.07 | 5352745 | 85.941 | 5% | 61.32% | $939.00 | 30153 | 22.53% | 3234 | 23.70% | 2652.729 | 46.24 |
| 191 | Watertown | NY | 43.41 | 65.61 | 72.87 | 4.47 | 12.25 | 53.18 | 97.23 | 6422740 | 87.69 | 5.80% | 64.24% | $1,016.00 | 10475 | 26.59% | 891 | 20% | 3928.586 | 66.45 |
| 192 | Elkhart | IN | 43.39 | 59.78 | 81.31 | 7.92 | 6.46 | 50.64 | 98.93 | 17756181 | 90.325 | 2.90% | 63.92% | $1,234.00 | 19402 | 17.69% | 1535 | 26.80% | 2599.471 | 25.86 |
| 193 | Fort Walton Beach | FL | 43.29 | 43.99 | 77.18 | 6.64 | 14.29 | 67.26 | 96.29 | 15005247 | 97.031 | 5% | 65.95% | $1,162.00 | 7736 | 29.65% | 1330 | 19.80% | 1941.718 | 88.85 |
| 194 | Muncie | IN | 43.27 | 64.47 | 72.87 | 4.53 | 12.01 | 53.01 | 98.16 | 4278280 | 88.148 | 3.70% | 58.46% | $1,006.00 | 23183 | 26.15% | 1591 | 26.80% | 2257.499 | 44.1 |
| 195 | Altoona | PA | 43.23 | 61.35 | 72.71 | 4.8 | 8.32 | 66.34 | 98.06 | 6307591 | 89.507 | 4.30% | 59.96% | $1,032.00 | 16198 | 20.53% | 1467 | 20.70% | 1850.368 | 46.53 |
| 196 | Belleville | IL | 43.22 | 48.47 | 74.3 | 5.67 | 13.25 | 66.95 | 99.44 | 12699001 | 95.088 | 5.10% | 63.61% | $1,089.00 | 16042 | 27.99% | 1950 | 20.50% | 1812.306 | 13.65 |
| 197 | Lawrenceville | GA | 43.2 | 38.17 | 83.54 | 8.29 | 11.91 | 61.53 | 99.72 | 56392457 | 100.058 | 3.30% | 67.05% | $1,269.00 | 9852 | 26.01% | 1477 | 22.20% | 2172.657 | 6.92 |
| 198 | Santa Barbara | CA | 43.19 | 16.99 | 74.39 | 9.56 | 29.37 | 68.35 | 96.71 | 33505043 | 108.798 | 5.50% | 64.79% | $1,326.00 | 34069 | 51.93% | 7191 | 19.70% | 1809.744 | 78.94 |
| 199 | Newton | IA | 43.16 | 56.05 | 75.98 | 4.06 | 7.58 | 69.35 | 99.11 | 1137849 | 91.701 | 3.90% | 61.84% | $994.00 | 6211 | 19.51% | 578 | 20.80% | 1390.045 | 21.5 |
| 200 | Belton | TX | 43.14 | 57.97 | 66.99 | 7.89 | 13.43 | 61.56 | 99.56 | 20351868 | 91.132 | 5% | 56.70% | $1,245.00 | 7180 | 28.34% | 1311 | 23.10% | 1942.985 | 10.73 |
| 201 | Magnolia | NJ | 43.09 | 31.43 | 81.93 | 8.58 | 14.3 | 67.34 | 99.65 | 27237865 | 102.554 | 5.30% | 71.09% | $1,297.00 | 1526 | 29.80% | 280 | 15.30% | 3052.75 | 8.61 |
| 202 | Leavenworth | KS | 43.08 | 54.14 | 67.78 | 3.81 | 16.3 | 66.24 | 99.47 | 3120908 | 92.543 | 4.80% | 56.87% | $970.00 | 12785 | 32.61% | 2241 | 17.80% | 2588.051 | 12.92 |
| 203 | St. Augustine | FL | 43.08 | 38.23 | 65.12 | 6.21 | 24.09 | 71.74 | 98.79 | 14423704 | 99.484 | 5.10% | 55.28% | $1,136.00 | 6059 | 44.63% | 1174 | 17.20% | 1941.718 | 29.07 |
| 204 | Ogden | UT | 43.04 | 36.2 | 83.4 | 6.79 | 12.02 | 67.03 | 98.67 | 14325610 | 100.349 | 4.10% | 69.12% | $1,146.00 | 31430 | 25.90% | 3658 | 20% | 1925.325 | 31.99 |
| 205 | Fredericksburg | VA | 42.99 | 15.76 | 82.99 | 7.51 | 25.15 | 63.59 | 98.81 | – | 108.884 | 4.30% | 69.30% | $1,216.00 | 10883 | 46.13% | 2119 | 17.40% | 3070.503 | 28.71 |
| 206 | Butler | PA | 42.99 | 49.42 | 73.7 | 8.64 | 9.84 | 67.82 | 98.71 | 11714428 | 94.671 | 4% | 60.04% | $1,297.00 | 5153 | 22.98% | 408 | 20.80% | 1611.038 | 30.96 |
| 207 | Fort Smith | AR | 42.81 | 69.86 | 72.99 | 5.39 | 10.74 | 42.45 | 97.25 | 7356931 | 85.888 | 4.90% | 61.87% | $1,054.00 | 31413 | 23.87% | 4330 | 27.20% | 3684.275 | 66 |
| 208 | Longview | TX | 42.8 | 61.47 | 72.48 | 6.89 | 10.6 | 55.3 | 95.24 | 8441207 | 89.485 | 5% | 61.68% | $1,155.00 | 29540 | 23.73% | 3691 | 25.10% | 2350.455 | 114.17 |
| 209 | Roanoke | VA | 42.79 | 51.77 | 75.7 | 8.28 | 14.88 | 46.95 | 98.09 | 7946958 | 93.618 | 4.10% | 62.13% | $1,238.00 | 37361 | 30.03% | 5423 | 23.10% | 4055.572 | 45.78 |
| 210 | Kingston | NY | 42.78 | 35.16 | 78.79 | 4.95 | 16.17 | 69.31 | 97.86 | 8098702 | 100.709 | 4.10% | 64.94% | $1,049.00 | 9274 | 32.57% | 960 | 19.80% | 1645.292 | 51.24 |
| 211 | Montclair | NJ | 42.77 | 7.84 | 52.25 | 6.45 | 41.8 | 94.22 | 99.85 | 22769061 | 112.563 | 5.60% | 44.97% | $1,158.00 | 0 | 71.79% | 0 | 8.60% | 836.285 | 3.78 |
| 212 | San Luis Obispo | CA | 42.73 | 17.02 | 74.87 | 6.55 | 30.63 | 62.41 | 99.94 | 19031961 | 108.596 | 4.60% | 62.75% | $1,144.00 | 18947 | 54.36% | 3132 | 19.70% | 2668.776 | 1.69 |
| 213 | Rock Island | IL | 42.7 | 62.46 | 66.7 | 8.23 | 10.94 | 56.4 | 99.68 | 9877640 | 89.079 | 6.20% | 59.74% | $1,261.00 | 13238 | 24.53% | 1382 | 23% | 2714.768 | 7.72 |
| 214 | Haverhill | MA | 42.55 | 18.7 | 79.29 | 11.04 | 16.46 | 76.02 | 99.63 | 48360034 | 108.266 | 5.30% | 68.69% | $1,434.00 | 24771 | 32.60% | 4173 | 18.80% | 924.171 | 9.11 |
| 215 | Victoria | TX | 42.47 | 60.53 | 75.5 | 5.73 | 8.24 | 54.66 | 96.21 | 4994607 | 89.839 | 4.50% | 63.05% | $1,088.00 | 20946 | 20.27% | 2571 | 27.20% | 1919.779 | 90.75 |
| 216 | Gainesville | GA | 42.39 | 44.57 | 77.51 | 8.03 | 12.69 | 55.13 | 99.09 | 13805042 | 96.766 | 3% | 60.75% | $1,246.00 | 14724 | 27.09% | 2318 | 25.40% | 2300.588 | 21.83 |
| 217 | Denham Springs | LA | 42.34 | 58.27 | 75.11 | 2.72 | 10.07 | 55.77 | 99.44 | 3227527 | 90.78 | 3.90% | 61.05% | $908.00 | 3713 | 23.34% | 317 | 20.60% | 3403.484 | 13.53 |
| 218 | Jupiter | FL | 42.32 | 6.81 | 70.71 | 11.35 | 30.5 | 74.68 | 97.89 | 110546089 | 114.155 | 4.90% | 59.80% | $1,455.00 | 24184 | 53.51% | 8346 | 15.50% | 1941.718 | 50.55 |
| 219 | Rome | GA | 42.24 | 59.76 | 72.21 | 4.45 | 13.49 | 47.05 | 98.66 | 4445591 | 90.161 | 3.60% | 57.59% | $1,012.00 | 13108 | 28.39% | 1757 | 26.50% | 3194.187 | 32.14 |
| 220 | Melbourne | FL | 42.23 | 37.64 | 68.66 | 9.61 | 17.96 | 66.74 | 97.64 | 35095914 | 100.005 | 5.30% | 59.04% | $1,330.00 | 33485 | 34.72% | 5553 | 20.10% | 1941.718 | 56.58 |
| 221 | Kokomo | IN | 42.23 | 60.98 | 68.68 | 7.88 | 6.74 | 62.62 | 98.27 | 4917232 | 89.648 | 4.80% | 57.68% | $1,227.00 | 23052 | 18.11% | 1509 | 24.60% | 1416.785 | 41.48 |
| 222 | Palmer | MA | 42.23 | 46.53 | 69.35 | 6.68 | 10.17 | 76.54 | 98.49 | 23695319 | 96.061 | 6.30% | 62.42% | $1,168.00 | 4967 | 23.49% | 376 | 19.90% | 574.438 | 36.33 |
| 223 | Erie | PA | 42.18 | 58.14 | 69.39 | 5.29 | 10.16 | 63.21 | 96.67 | 11733054 | 90.95 | 4.80% | 58.33% | $1,043.00 | 35161 | 23.05% | 3692 | 22.20% | 1929.01 | 79.74 |
| 224 | Ashland | KY | 42.18 | 63.79 | 65.96 | 6.55 | 11.07 | 55.62 | 97.84 | 2927963 | 88.422 | 5.20% | 56.32% | $1,156.00 | 8277 | 24.81% | 796 | 24.30% | 2503.451 | 51.9 |
| 225 | Hinesville | GA | 42.15 | 50.91 | 80.57 | 3.12 | 8.66 | 60.43 | 95.7 | 4102994 | 93.933 | 4.10% | 66.55% | $925.00 | 12663 | 21.04% | 1544 | 21.80% | 2431.486 | 103.15 |
| 226 | Bristol | VA | 42.14 | 68.32 | 69.22 | 1.67 | 11.08 | 51.99 | 97.49 | – | 86.447 | 3.90% | 55.69% | $837.00 | 5402 | 24.83% | 732 | 24.30% | 3028.316 | 60.17 |
| 227 | Machesney Park | IL | 42.06 | 55.4 | 69.12 | 6.4 | 7.55 | 69.04 | 98.53 | 14429372 | 92.154 | 6.60% | 63.03% | $1,146.00 | 8007 | 19.44% | 736 | 20.40% | 1535.73 | 35.43 |
| 228 | Pottstown | PA | 42.01 | 33.36 | 80.67 | 13.48 | 8.64 | 60.6 | 99.54 | 90035254 | 102.554 | 3.50% | 64.99% | $1,612.00 | 8502 | 21.08% | 863 | 19% | 3104.099 | 11.15 |
| 229 | Harrisburg | PA | 41.95 | 40.44 | 77.78 | 8.92 | 11.83 | 58.29 | 97.55 | 22841095 | 98.65 | 4.30% | 64.57% | $1,300.00 | 18960 | 25.86% | 1632 | 24.80% | 1992.598 | 58.76 |
| 230 | Seminole | FL | 41.93 | 36.4 | 66.1 | 8.39 | 18.63 | 69.97 | 99.17 | 62297828 | 100.89 | 4.80% | 55.35% | $1,277.00 | 8388 | 36.26% | 1498 | 18.50% | 1874.902 | 20.12 |
| 231 | Santa Cruz | CA | 41.87 | 13.91 | 66.43 | 8.37 | 32.83 | 67.09 | 99.04 | 16712516 | 109.896 | 7.10% | 61.97% | $1,262.00 | 20739 | 57.63% | 3865 | 17.60% | 2515.241 | 23.03 |
| 232 | Terre Haute | IN | 41.82 | 65.32 | 69.39 | 4.95 | 11.01 | 46.13 | 97.88 | 5180949 | 87.797 | 3.40% | 54.48% | $1,038.00 | 19321 | 24.56% | 2036 | 26.10% | 3426.951 | 50.89 |
| 233 | Columbia | TN | 41.8 | 45.33 | 74.26 | 7.72 | 11.54 | 58.15 | 99.04 | 5809006 | 96.338 | 5.30% | 64.13% | $1,224.00 | 16436 | 25.37% | 2069 | 22.90% | 2487.139 | 23.2 |
| 234 | Hays | KS | 41.77 | 0.05 | 89.05 | 3.26 | 22.83 | 75.93 | 99.95 | 1650991 | – | 3.20% | 71.78% | $939.00 | 8417 | 42.66% | 1508 | 16.70% | 1461.139 | 1.36 |
| 235 | Valdosta | GA | 41.67 | 64.22 | 71.69 | 2.85 | 13.52 | 41.62 | 95.82 | 5436352 | 88.271 | 4.10% | 58.50% | $901.00 | 18216 | 28.33% | 2497 | 26.10% | 4078.621 | 100.15 |
| 236 | Steubenville | OH | 41.58 | 62.4 | 62.57 | 4.68 | 14.56 | 52.34 | 98.95 | 3706700 | 89.024 | 5.60% | 54.34% | $1,035.00 | 6173 | 30.15% | 682 | 24.70% | 2877.419 | 25.26 |
| 237 | York | PA | 41.54 | 46.62 | 80.52 | 7.79 | 6.28 | 54.71 | 98.44 | 22090548 | 96 | 3.90% | 65.95% | $1,230.00 | 15244 | 17.48% | 1006 | 27.40% | 1862.206 | 37.38 |
| 238 | Salisbury | MD | 41.53 | 47.01 | 77.36 | 5.85 | 11.67 | 52.32 | 96.82 | 5608755 | 95.617 | 5.10% | 66.39% | $1,106.00 | 11569 | 25.68% | 1160 | 24.20% | 3005.571 | 76.25 |
| 239 | Neptune City | NJ | 41.52 | 8.43 | 91.98 | 8.7 | 14.75 | 64.56 | 99.81 | 41972064 | 112.563 | 4.40% | 77.74% | $1,304.00 | 2020 | 30.48% | 334 | 18.80% | 2581.492 | 4.69 |
| 240 | Woodbridge | VA | 41.48 | 15.76 | 90.29 | 6.52 | 14.18 | 62.37 | 99.67 | – | 108.884 | 3.80% | 74.55% | $1,148.00 | 13697 | 29.40% | 1996 | 21.10% | 2325.383 | 7.93 |
| 241 | Binghamton | NY | 41.47 | 53.59 | 67.63 | 6.38 | 15.01 | 51.4 | 97.34 | 9514748 | 92.863 | 4.90% | 57.01% | $1,133.00 | 18743 | 30.70% | 1748 | 23.10% | 3413.256 | 63.8 |
| 242 | Camarillo | CA | 41.43 | 13.59 | 72.07 | 8.65 | 23.76 | 74.7 | 98.36 | 55123601 | 110.534 | 5% | 61.32% | $1,276.00 | 24884 | 43.55% | 5751 | 18.50% | 1190.769 | 39.36 |
| 243 | Paramus | NJ | 41.43 | 9.71 | 73.69 | 11.91 | 28.89 | 56.65 | 99.69 | 83504631 | 112.563 | 3.90% | 59.75% | $1,509.00 | 8155 | 51.78% | 2634 | 14.10% | 4898.112 | 7.5 |
| 244 | Bremerton | WA | 41.38 | 23.88 | 81.47 | 7.44 | 13.53 | 67.09 | 99.27 | 14380899 | 105.607 | 4.80% | 69.30% | $1,205.00 | 17002 | 28.45% | 1652 | 16.40% | 2814.731 | 17.64 |
| 245 | Naples | FL | 41.32 | 29.93 | 43.11 | 8.64 | 37.17 | 75.71 | 96.16 | 27820258 | 103.2 | 5.10% | 35.30% | $1,293.00 | 8793 | 64.31% | 3392 | 14.90% | 1941.718 | 92.1 |
| 246 | Taunton | MA | 41.3 | 33.27 | 75.19 | 7.95 | 10.68 | 71.47 | 98.64 | 27757139 | 101.773 | 6.20% | 67.45% | $1,233.00 | 21823 | 23.95% | 2850 | 21.80% | 833.953 | 32.72 |
| 247 | Dekalb | IL | 41.27 | 28.28 | 78.2 | 5.75 | 16.98 | 60.03 | 99.89 | 4287257 | 103.595 | 5.40% | 67.98% | $1,096.00 | 14873 | 33.73% | 1565 | 21.70% | 2514.425 | 2.82 |
| 248 | Stevens Point | WI | 41.2 | 0.14 | 85.94 | 5.87 | 19.71 | 81.05 | 97.86 | 4572461 | – | 3.90% | 70.88% | $1,109.00 | 10139 | 37.89% | 1608 | 17.10% | 620.54 | 51.36 |
| 249 | Culpeper | VA | 41.18 | 15.83 | 84.86 | 5.68 | 14.9 | 69.79 | 99.94 | 2145613 | 108.884 | 3.50% | 68.79% | $1,100.00 | 6693 | 30.66% | 801 | 19.40% | 1675.899 | 1.58 |
| 250 | Decatur | IL | 41.14 | 63.91 | 61.4 | 8.9 | 9.17 | 53.62 | 98.33 | 7025649 | 88.422 | 6.70% | 56.30% | $1,290.00 | 27308 | 21.63% | 2993 | 24% | 2867.489 | 40.18 |
| 251 | Sarasota | FL | 41.11 | 31.77 | 61.92 | 8.09 | 22.56 | 68.83 | 98.18 | 27981018 | 102.417 | 5.50% | 53.47% | $1,241.00 | 23236 | 41.76% | 5458 | 20.20% | 1615.553 | 43.58 |
| 252 | Wilkes-barre | PA | 40.97 | 52.16 | 67.75 | 5.45 | 8.28 | 65.1 | 99.26 | 15866759 | 93.556 | 5.40% | 58.49% | $1,077.00 | 14178 | 20.46% | 1463 | 22.60% | 1556.921 | 17.89 |
| 253 | West Monroe | LA | 40.94 | 75.23 | 70.56 | 3.9 | 9.23 | 29.3 | 95.23 | 7376144 | 83.597 | 4.60% | 58.84% | $986.00 | 3932 | 22.04% | 461 | 26% | 5886.158 | 114.4 |
| 254 | Monroe | LA | 40.93 | 75.23 | 65.94 | 4.08 | 16.21 | 20.52 | 95.4 | 7376144 | 83.597 | 4.60% | 54.65% | $986.00 | 14726 | 32.40% | 2760 | 31.70% | 5733.42 | 110.13 |
| 255 | Southgate | MI | 40.85 | 39.13 | 69.09 | 11.53 | 8.93 | 66.22 | 99.97 | 105985562 | 100.298 | 6.30% | 62.18% | $1,481.00 | 11210 | 21.48% | 1323 | 20.10% | 2017.281 | 0.74 |
| 256 | Monterey | CA | 40.8 | 16.31 | 62.43 | 5.82 | 29.6 | 74.92 | 98.14 | 29711750 | 109.042 | 10.60% | 67.96% | $1,104.00 | 11862 | 52.86% | 2599 | 16% | 1781.745 | 44.55 |
| 257 | Schenectady | NY | 40.79 | 37.89 | 74.06 | 10.17 | 11.62 | 53.88 | 99.71 | 9803339 | 99.566 | 4.10% | 60.65% | $1,376.00 | 25130 | 25.42% | 2632 | 22.80% | 3129.281 | 7.19 |
| 258 | Spartanburg | SC | 40.79 | 58.09 | 66.96 | 6.02 | 16.33 | 35.05 | 98.91 | 18032868 | 91.051 | 5.50% | 58.05% | $1,115.00 | 13681 | 32.62% | 2415 | 25.30% | 5228.908 | 26.14 |
| 259 | Alton | IL | 40.7 | 48.48 | 73.45 | 6.17 | 8.92 | 53.27 | 99.48 | 12941382 | 95.088 | 4.40% | 60.91% | $1,129.00 | 9701 | 21.51% | 863 | 25% | 2668.386 | 12.66 |
| 260 | Henderson | KY | 40.66 | 52.87 | 68.5 | 6.27 | 7.57 | 60.21 | 98.63 | 2275648 | 93.074 | 4.30% | 56.15% | $1,134.00 | 11409 | 19.44% | 1048 | 24.40% | 1815.217 | 32.9 |
| 261 | Whittier | CA | 40.64 | 29.71 | 71.43 | 12.31 | 14.47 | 58.75 | 99.43 | 810842127 | 113.566 | 5.60% | 62.38% | $1,516.00 | 25913 | 29.51% | 4654 | 23% | 2375.4 | 13.85 |
| 262 | Meriden | CT | 40.62 | 27.13 | 74.71 | 12.11 | 9.48 | 68.33 | 99.84 | 40204020 | 104.559 | 5.50% | 65.09% | $1,507.00 | 22185 | 22.18% | 2484 | 20.20% | 1688.271 | 4.02 |
| 263 | Albany | GA | 40.61 | 65.61 | 64.07 | 5.33 | 8.94 | 49.74 | 96.84 | 4907588 | 87.669 | 5.30% | 54.88% | $1,060.00 | 22176 | 21.36% | 2393 | 31.30% | 1608.004 | 75.88 |
| 264 | Monroe | MI | 40.56 | 52.02 | 65.3 | 7.27 | 7.8 | 63.53 | 99.39 | 6345564 | 93.492 | 5.70% | 57.09% | $1,204.00 | 7773 | 19.86% | 538 | 22.80% | 1734.07 | 14.62 |
| 265 | Poughkeepsie | NY | 40.55 | 14.99 | 80.61 | 9.29 | 15.77 | 65.58 | 98.16 | 15975373 | 109.422 | 3.60% | 65.21% | $1,332.00 | 12265 | 31.89% | 1584 | 22% | 1636.152 | 44.26 |
| 266 | Hot Springs | AR | 40.52 | 70.12 | 64.93 | 2.35 | 11.99 | 37.07 | 98.37 | 3663311 | 85.73 | 5.20% | 55.38% | $871.00 | 15673 | 26.08% | 1835 | 28.40% | 4163.048 | 39.05 |
| 267 | Chicopee | MA | 40.51 | 46.53 | 67.37 | 6.96 | 9.95 | 63.17 | 98.65 | 23695319 | 96.061 | 6.30% | 60.62% | $1,168.00 | 21578 | 22.88% | 2458 | 22.90% | 1760.803 | 32.52 |
| 268 | Carson City | NV | 40.46 | 41.08 | 70.81 | 8.43 | 10.53 | 59.39 | 98.82 | 4161999 | 98.13 | 4.60% | 59.06% | $1,265.00 | 21681 | 23.73% | 2744 | 22.60% | 2381.838 | 28.3 |
| 269 | Hagerstown | MD | 40.44 | 50.46 | 72.76 | 5.13 | 8.26 | 53.31 | 98.98 | 7597356 | 94.171 | 5.10% | 62.22% | $1,054.00 | 15618 | 20.46% | 1216 | 25.80% | 2463.099 | 24.48 |
| 270 | Utica | NY | 40.28 | 54.08 | 69 | 5.92 | 9.56 | 49.78 | 98.11 | 11610804 | 92.678 | 4.40% | 56.88% | $1,099.00 | 22316 | 22.36% | 1871 | 25.90% | 2949.38 | 45.31 |
| 271 | Corydon | KY | 40.27 | 52.87 | 74.72 | 6.09 | 0 | 62.91 | 98.86 | 2275648 | 93.074 | 4.30% | 61.80% | $1,134.00 | 237 | 8.02% | 12 | 21.60% | 2122.227 | 27.45 |
| 272 | Brunswick | GA | 40.18 | 65.52 | 66.58 | 4 | 7.52 | 45.91 | 97.63 | 4753424 | 87.708 | 3% | 50.82% | $991.00 | 5109 | 19.42% | 630 | 32.20% | 1937.563 | 56.8 |
| 273 | Woodland Park | NJ | 40.15 | 7.84 | 72.3 | 6.53 | 22.21 | 76.77 | 99.8 | 22769061 | 112.563 | 5.60% | 63.17% | $1,158.00 | 5209 | 41.74% | 1328 | 18.10% | 990.173 | 4.82 |
| 274 | Ocala | FL | 40.01 | 48.16 | 62.86 | 4.82 | 15.61 | 54.95 | 98.53 | 13570815 | 95.234 | 6.30% | 56.53% | $1,024.00 | 24768 | 31.24% | 4701 | 22.50% | 3049.425 | 35.36 |
| 275 | Athens | OH | 39.97 | 0.07 | 67.86 | 2.17 | 36.78 | 69.37 | 98.27 | 2138534 | – | 5.70% | 59.42% | $869.00 | 6486 | 64.06% | 691 | 22.50% | 963.99 | 41.66 |
| 276 | Canton | OH | 39.96 | 61.94 | 70.32 | 5.88 | 5.67 | 40.94 | 99.21 | 17756966 | 89.406 | 5% | 59.72% | $1,095.00 | 23543 | 16.41% | 2029 | 29% | 3454.347 | 19.05 |
| 277 | Glenwood Springs | CO | 39.85 | 0.12 | 92.87 | 8.22 | 18.61 | 54.84 | 94.76 | 3831291 | – | 3.40% | 75.79% | $1,271.00 | 3565 | 36.33% | 668 | 16.90% | 4461.003 | 125.6 |
| 278 | Pontiac | MI | 39.83 | 39.44 | 74.46 | 11.76 | 5.45 | 53.47 | 99.6 | 115904656 | 100.298 | 4.20% | 61.28% | $1,484.00 | 22037 | 16.11% | 1751 | 29% | 1641.685 | 9.76 |
| 279 | Portsmouth | VA | 39.71 | 41.58 | 75.15 | 6.5 | 10.98 | 46.58 | 97.35 | 6015283 | 97.941 | 4.90% | 63.83% | $1,123.00 | 35435 | 24.32% | 3649 | 24.10% | 3860.801 | 63.63 |
| 280 | Carterville | IL | 39.65 | 0.1 | 77.65 | 3.83 | 25.37 | 73.48 | 96.45 | 3159218 | – | 4.80% | 65.83% | $983.00 | 2185 | 46.68% | 369 | 16% | 1990.357 | 85.05 |
| 281 | Gadsden | AL | 39.5 | 70.28 | 67.6 | 2.76 | 4.94 | 38.9 | 97.58 | 3120496 | 85.653 | 3% | 51.76% | $903.00 | 10996 | 15.48% | 615 | 33.70% | 2577.616 | 57.96 |
| 282 | Anniston | AL | 39.29 | 69.64 | 66.02 | 3.14 | 8.23 | 32.05 | 97.53 | 4965547 | 85.949 | 3.20% | 50.87% | $932.00 | 7478 | 20.48% | 785 | 30.50% | 4365.381 | 59.34 |
| 283 | Fort Myers | FL | 39.27 | 32.36 | 65.32 | 7.25 | 16.27 | 62.43 | 95.95 | 41934562 | 102.349 | 5.60% | 56.83% | $1,173.00 | 34493 | 32% | 6701 | 22.60% | 1941.718 | 97.12 |
| 284 | Merrillville | IN | 39.22 | 28.91 | 72.96 | 7.49 | 12.02 | 58.69 | 99.2 | 24764214 | 103.595 | 4.70% | 61.30% | $1,212.00 | 13585 | 26.12% | 1900 | 24.50% | 2008.77 | 19.29 |
| 285 | Johnstown | PA | 39.22 | 69.69 | 61.89 | 3.61 | 5.17 | 46.27 | 97.52 | 4885225 | 85.929 | 5.20% | 52.62% | $963.00 | 7466 | 15.83% | 570 | 29.20% | 2634.195 | 59.54 |
| 286 | Bonita Springs | FL | 39.15 | 32.36 | 51.63 | 7.07 | 23.53 | 70.71 | 96.1 | 41934562 | 102.349 | 5.60% | 44.41% | $1,173.00 | 23574 | 43.09% | 6590 | 17.80% | 1941.718 | 93.51 |
| 287 | Reading | PA | 39.14 | 44.1 | 75.28 | 8.52 | 2.32 | 52.67 | 99.16 | 20884340 | 97.06 | 4.40% | 62.57% | $1,263.00 | 28671 | 11.36% | 1610 | 30.30% | 1434.585 | 20.13 |
| 288 | Lima | OH | 39.02 | 61.05 | 68.5 | 6.06 | 3.16 | 44.12 | 97.47 | 8894463 | 89.669 | 5% | 58.07% | $1,119.00 | 12551 | 12.75% | 715 | 27.50% | 3368.835 | 60.75 |
| 289 | Harlingen | TX | 38.96 | 69.85 | 61.33 | 1.62 | 9.76 | 43.61 | 90.88 | 13570589 | 85.975 | 7.20% | 57.61% | $816.00 | 22053 | 22.55% | 2801 | 30.40% | 2718.944 | 218.48 |
| 290 | Redding | CA | 38.95 | 35.25 | 66.27 | 6.26 | 12.76 | 64.83 | 94.8 | 9184523 | 100.684 | 5.90% | 58.52% | $1,108.00 | 34596 | 26.95% | 4297 | 22% | 1745.469 | 124.63 |
| 291 | Stillwater | OK | 38.87 | 0.11 | 71.67 | 2.61 | 27.78 | 72.9 | 97.66 | 3527641 | – | 4.30% | 59.02% | $886.00 | 17245 | 49.94% | 3732 | 18.10% | 1550.791 | 56.09 |
| 292 | Petersburg | VA | 38.85 | 41.59 | 71.35 | 4.78 | 11.5 | 45.54 | 99.55 | – | 97.858 | 6% | 63.41% | $1,034.00 | 12947 | 25.40% | 1292 | 28.60% | 2889.26 | 10.96 |
| 293 | Texarkana | AR | 38.8 | 74.07 | 61.53 | 3.97 | 4.9 | 38.9 | 94.7 | 1333712 | 84.012 | 6.10% | 54.77% | $984.00 | 9520 | 15.39% | 824 | 29.70% | 3575.224 | 126.9 |
| 294 | Marquette | MI | 38.8 | 0.08 | 69.53 | 4.95 | 26.32 | 80.11 | 92.96 | 2733481 | – | 6.20% | 62.30% | $1,051.00 | 7441 | 48% | 1456 | 18.10% | 508.355 | 168.52 |
| 295 | Auburn | IN | 38.75 | 0.08 | 86.68 | 7.44 | 10.14 | 76.92 | 96.82 | 2722939 | – | 2.80% | 68.53% | $1,218.00 | 5082 | 23.41% | 612 | 20.30% | 421.128 | 76.16 |
| 296 | Myrtle Beach | SC | 38.68 | 52.01 | 63.08 | 3.11 | 16.98 | 34.17 | 99.83 | 17567956 | 93.642 | 7% | 58.65% | $920.00 | 16338 | 33.51% | 3404 | 24.10% | 5655.502 | 4.14 |
| 297 | Anderson | IN | 38.64 | 46.79 | 72.1 | 3.67 | 5.14 | 53.02 | 98.79 | 4261893 | 95.696 | 3.70% | 57.76% | $952.00 | 21255 | 15.70% | 1282 | 26.80% | 2256.345 | 29 |
| 298 | Weslaco | TX | 38.62 | 70.36 | 64.13 | 0.47 | 10.03 | 35.46 | 90.9 | 24238655 | 85.895 | 6.90% | 59.33% | $750.00 | 12625 | 23.17% | 1242 | 32.20% | 3448.904 | 217.84 |
| 299 | Starkville | MS | 38.57 | 0.07 | 77.47 | 0.17 | 28.02 | 64.71 | 95.53 | 2120643 | – | 4% | 63.46% | $733.00 | 10179 | 50.48% | 2328 | 20.90% | 2035.985 | 107.22 |
| 300 | Trenton | NJ | 38.24 | 30.56 | 72.81 | 15.45 | 5.57 | 46.42 | 99.67 | 46589728 | 103.18 | 4.80% | 61.44% | $1,723.00 | 26269 | 16.18% | 2649 | 30.50% | 2288.57 | 8.07 |
| 301 | Newton | NJ | 38.07 | 7.31 | 74.03 | 5.57 | 14.77 | 74.86 | 98.7 | 5258445 | 112.563 | 4.80% | 62.55% | $1,097.00 | 3034 | 30.49% | 475 | 20.20% | 743.359 | 31.3 |
| 302 | Palm Springs | CA | 37.85 | 24.63 | 59.03 | 5.53 | 24.31 | 53.99 | 97.67 | 102469702 | 106.442 | 5.50% | 50.85% | $1,073.00 | 22407 | 44.52% | 4631 | 22.40% | 3213.232 | 55.84 |
| 303 | Mansfield | OH | 37.82 | 62.79 | 56.11 | 3.69 | 5.91 | 51.63 | 98.08 | 4665061 | 88.872 | 5.60% | 48.47% | $958.00 | 16582 | 16.82% | 1669 | 28.60% | 2008.366 | 46.21 |
| 304 | Daytona Beach | FL | 37.73 | 38.76 | 58.77 | 5.24 | 13.33 | 59.68 | 98.19 | 22899878 | 99.367 | 5.80% | 51.44% | $1,044.00 | 31257 | 27.80% | 4495 | 24.20% | 1941.718 | 43.48 |
| 305 | Fall River | MA | 37.65 | 33.27 | 69.18 | 8.19 | 5.75 | 59.34 | 98.13 | 27757139 | 101.773 | 6.20% | 61.99% | $1,233.00 | 36267 | 16.45% | 2763 | 26.60% | 1391.606 | 45.01 |
| 306 | Plattsburgh | NY | 37.54 | 0.12 | 73.08 | 4.46 | 21.34 | 68.17 | 98.62 | 3779778 | – | 4.60% | 61.13% | $1,018.00 | 8111 | 40.45% | 1047 | 18.50% | 2134.286 | 33.18 |
| 307 | Middletown | NY | 37.5 | 15.16 | 77.65 | 6.11 | 8.04 | 65.8 | 98.8 | 21475920 | 109.422 | 4.10% | 63.90% | $1,126.00 | 9042 | 20.14% | 1183 | 23.60% | 1205.58 | 28.97 |
| 308 | Elmira | NY | 37.47 | 49.81 | 64.46 | 6.61 | 6.64 | 42.94 | 98.29 | 3687874 | 94.398 | 4.20% | 52.21% | $1,159.00 | 9123 | 18.06% | 695 | 25.10% | 4137.007 | 41.1 |
| 309 | Yuma | AZ | 37.33 | 53.93 | 51.45 | 5.33 | 8.68 | 62.93 | 94.18 | 8887417 | 92.706 | 11.40% | 60.20% | $1,046.00 | 35298 | 20.85% | 3186 | 25.10% | 1247.193 | 139.39 |
| 310 | Alexandria | MN | 37.19 | 0.07 | 73.6 | 6.11 | 16.61 | 74.84 | 96.02 | 2179454 | – | 5.40% | 63.80% | $1,129.00 | 5989 | 33.23% | 1054 | 17.10% | 1519.556 | 95.38 |
| 311 | Frankfort | KY | 37.13 | 0.11 | 78.32 | 6.5 | 13.45 | 69.33 | 98.53 | 3632709 | – | 3.80% | 63.69% | $1,150.00 | 10765 | 28.36% | 1421 | 19.80% | 1643.184 | 35.27 |
| 312 | Owatonna | MN | 37.12 | 0.07 | 72.11 | 6.47 | 14.08 | 80.19 | 98.53 | 2191557 | – | 6.20% | 64.65% | $1,149.00 | 9683 | 29.26% | 1877 | 16.80% | 820.382 | 35.25 |
| 313 | Youngstown | OH | 37.01 | 66.4 | 55.3 | 4.42 | 5 | 38.72 | 99.84 | 9742263 | 87.394 | 6.50% | 50.21% | $1,002.00 | 20427 | 15.46% | 1467 | 33.10% | 2752.761 | 4.07 |
| 314 | New Brunswick | NJ | 37.01 | 9.3 | 78.28 | 12.46 | 10.26 | 49.08 | 99.98 | 70024451 | 112.563 | 4.70% | 66.12% | $1,539.00 | 13808 | 23.42% | 1990 | 27.60% | 2626.661 | 0.57 |
| 315 | Dodge City | KS | 36.76 | 0.08 | 89.56 | 4.27 | 7.94 | 63.5 | 96.45 | 2550024 | – | 3.20% | 72.24% | $1,006.00 | 8025 | 20.01% | 896 | 25.40% | 1089.61 | 85.12 |
| 316 | Negaunee | MI | 36.72 | 0.08 | 69.37 | 4.85 | 16.44 | 84.33 | 93.21 | 2733481 | – | 6.20% | 62.16% | $1,051.00 | 1510 | 33.06% | 315 | 16.40% | 321.819 | 162.54 |
| 317 | Saginaw | MI | 36.66 | 58.19 | 58.82 | 6.27 | 3.52 | 41.63 | 98.66 | 8852219 | 90.891 | 7.30% | 55.61% | $1,130.00 | 15180 | 13.29% | 839 | 34.60% | 1958.955 | 32.25 |
| 318 | Salina | KS | 36.54 | 0.09 | 82.18 | 3.84 | 13.73 | 62.71 | 96.21 | 2962118 | – | 3.70% | 66.91% | $967.00 | 17588 | 28.68% | 2304 | 20.30% | 2475.411 | 90.81 |
| 319 | Quincy | IL | 36.39 | 0.11 | 78.85 | 5.15 | 13.16 | 65.55 | 97.25 | 3602228 | – | 3.80% | 64.17% | $1,056.00 | 15303 | 27.83% | 2102 | 20.60% | 1990.357 | 66.06 |
| 320 | Manitowoc | WI | 36.22 | 0.13 | 76 | 4.93 | 10.98 | 74.16 | 98.59 | 4117466 | – | 3.60% | 61.03% | $1,043.00 | 13702 | 24.55% | 1658 | 19.70% | 969.722 | 33.83 |
| 321 | Ada | OK | 36.2 | 0.07 | 78.12 | 3.09 | 14.9 | 64.6 | 97.62 | 2235722 | – | 3.90% | 63.78% | $930.00 | 5888 | 30.63% | 910 | 21.40% | 1927.349 | 57.07 |
| 322 | Storm Lake | IA | 35.99 | 0.05 | 88.3 | 4.89 | 7.16 | 59.6 | 95.98 | 1545409 | – | 2.90% | 70.27% | $1,051.00 | 3782 | 18.89% | 402 | 25.30% | 1679.137 | 96.3 |
| 323 | Hollister | CA | 35.94 | 12.24 | 72.49 | 5.74 | 7.41 | 67.53 | 98.58 | 2515745 | 110.423 | 7.20% | 67.74% | $1,098.00 | 12180 | 19.14% | 1455 | 24.10% | 830.667 | 34.02 |
| 324 | Marion | KS | 35.89 | 0.01 | 77.38 | 1.79 | 13.55 | 71.45 | 95.25 | 403204 | – | 3.60% | 62.28% | $850.00 | 744 | 28.67% | 133 | 17% | 2034.06 | 113.84 |
| 325 | Tupelo | MS | 35.8 | 0.15 | 78.59 | 4.16 | 17.53 | 52.15 | 96.28 | 5039718 | – | 3.20% | 62.28% | $993.00 | 13232 | 34.45% | 2419 | 21.20% | 3777.299 | 89.28 |
| 326 | Punta Gorda | FL | 35.78 | 35.58 | 36.97 | 4.23 | 22.24 | 69.5 | 96.89 | 7566912 | 100.525 | 6.40% | 33.30% | $1,001.00 | 9653 | 41.65% | 2364 | 18.50% | 1941.718 | 74.48 |
| 327 | Sturgeon Bay | WI | 35.76 | 0.05 | 74.01 | 2.41 | 11.18 | 79.44 | 97.32 | 1501108 | – | 5.20% | 63.62% | $887.00 | 4520 | 25.04% | 350 | 17.90% | 654.714 | 64.29 |
| 328 | Tahlequah | OK | 35.69 | 0.05 | 77.29 | 0.85 | 17.4 | 58.61 | 98.41 | 1501185 | – | 4.10% | 63.58% | $783.00 | 5744 | 34.44% | 953 | 23.40% | 2295.005 | 38.19 |
| 329 | Elko | NV | 35.65 | 0.09 | 82.89 | 7.96 | 6.02 | 67.3 | 92.35 | 3025972 | – | 4% | 68.38% | $1,250.00 | 6905 | 17.16% | 363 | 21.80% | 1438.09 | 183.17 |
| 330 | Newburgh | NY | 35.63 | 15.16 | 73.61 | 6.11 | 7.81 | 55.88 | 98.75 | 21475920 | 109.422 | 4.10% | 60.23% | $1,126.00 | 9155 | 19.80% | 1078 | 26.50% | 1917.252 | 30.16 |
| 331 | Strasburg | VA | 35.42 | 0.05 | 79.72 | 3.44 | 5.86 | 73.32 | 99.87 | 1775441 | – | 3.70% | 64.68% | $957.00 | 2531 | 16.94% | 140 | 21% | 765.864 | 3.3 |
| 332 | Flint | MI | 35.37 | 53.4 | 52.72 | 5.48 | 4.25 | 46.79 | 99.76 | 16529058 | 93.034 | 8.90% | 54.47% | $1,063.00 | 28746 | 14.23% | 2079 | 34.20% | 1312.15 | 5.87 |
| 333 | New Bern | NC | 35.37 | 0.16 | 73.03 | 4.11 | 14.17 | 67.45 | 96.35 | 5298573 | – | 4.10% | 59.71% | $990.00 | 12606 | 29.40% | 1830 | 21% | 1616.075 | 87.52 |
| 334 | Morehead City | NC | 35.23 | 0.09 | 73.67 | 2.08 | 18.13 | 60.31 | 95.07 | 2867261 | – | 4% | 60.01% | $865.00 | 4540 | 35.62% | 493 | 19.30% | 3072.289 | 118.02 |
| 335 | Carbondale | IL | 35.22 | 0.08 | 63.26 | 4.86 | 26.39 | 53.31 | 96.58 | 2600977 | – | 5.50% | 54.69% | $1,044.00 | 8282 | 48.15% | 1112 | 20.90% | 3684.749 | 82 |
| 336 | Mason City | IA | 35.21 | 0.09 | 78.39 | 5.92 | 8.47 | 65.15 | 96.99 | 2890284 | – | 3.70% | 63.47% | $1,111.00 | 11305 | 20.79% | 1253 | 19.50% | 2322.109 | 72.24 |
| 337 | Sylva | NC | 35.18 | 0.05 | 81.72 | 2.58 | 14.88 | 48.71 | 97.23 | 1673931 | – | 3.80% | 66.77% | $902.00 | 847 | 30.71% | 105 | 21.10% | 4301.075 | 66.41 |
| 338 | Garden City | KS | 35.14 | 0.07 | 86.07 | 4.46 | 6.29 | 58.89 | 95.65 | 2403822 | – | 3.20% | 69.07% | $1,017.00 | 9106 | 17.49% | 987 | 24.10% | 2080.572 | 104.31 |
| 339 | Waynesville | NC | 34.9 | 0.06 | 72.76 | 3.42 | 16.4 | 58.14 | 97.42 | 2007941 | – | 3.50% | 57.81% | $954.00 | 4256 | 32.95% | 753 | 21.60% | 2811.431 | 61.92 |
| 340 | Ishpeming | MI | 34.8 | 0.08 | 70.27 | 4.86 | 12.44 | 73.17 | 93.32 | 2733481 | – | 6.20% | 62.98% | $1,051.00 | 2279 | 26.97% | 248 | 20.60% | 887.813 | 159.9 |
| 341 | Seneca | SC | 34.79 | 0.13 | 71.4 | 6.4 | 13.88 | 60.66 | 96.81 | 4094892 | – | 5.40% | 61.80% | $1,151.00 | 3546 | 29.15% | 385 | 24.50% | 1724.138 | 76.55 |
| 342 | Newland | NC | 34.76 | 0.02 | 76.57 | 2.05 | 12.95 | 58.98 | 98.96 | 673947 | – | 3.70% | 61.82% | $868.00 | 301 | 27.77% | 32 | 20.70% | 2914.4 | 24.95 |
| 343 | Wisconsin Rapids | WI | 34.44 | 0.13 | 75.42 | 6.3 | 6.69 | 65.88 | 98.17 | 4107043 | – | 4.40% | 62.70% | $1,140.00 | 7414 | 18.11% | 853 | 20.80% | 1892.27 | 44.01 |
| 344 | Atlantic City | NJ | 34.26 | 39.72 | 67.2 | 5.56 | 9.58 | 15.66 | 97.89 | 15115117 | 98.857 | 6.80% | 61.84% | $1,085.00 | 13489 | 22.42% | 1667 | 32.50% | 6237.006 | 50.52 |
| 345 | Statesboro | GA | 34.26 | 0.09 | 70.06 | 2.37 | 15.54 | 63.31 | 95.43 | 2918172 | – | 3.60% | 55.64% | $878.00 | 10190 | 31.59% | 1090 | 20.90% | 2239.278 | 109.43 |
| 346 | Paradise | CA | 34.1 | 34.08 | 36.54 | 5.58 | 15.67 | 69.69 | 96.81 | 9976475 | 101.197 | 6.60% | 33.46% | $1,097.00 | 3229 | 31.86% | 547 | 23.40% | 693.241 | 76.51 |
| 347 | South El Monte | CA | 33.8 | 29.71 | 69.09 | 11.95 | 1.65 | 27.63 | 99.56 | 810842127 | 113.566 | 5.60% | 60.25% | $1,516.00 | 4495 | 10.50% | 308 | 37.60% | 3234.187 | 10.72 |
| 348 | Russellville | AR | 33.65 | 0.1 | 67.57 | 3.9 | 13.73 | 61.29 | 97.78 | 3183342 | – | 5.90% | 59.70% | $980.00 | 9069 | 28.80% | 1369 | 25.50% | 1384.6 | 53.21 |
| 349 | Fergus Falls | MN | 33.59 | 0.08 | 64.51 | 4.19 | 14.02 | 65.54 | 97.85 | 2510958 | – | 7.40% | 61.05% | $1,003.00 | 5439 | 29.30% | 813 | 19.10% | 2365.742 | 51.71 |
| 350 | Ottawa | IL | 33.57 | 0.18 | 65.64 | 5.89 | 10.04 | 68.8 | 98.45 | 5826912 | – | 7.20% | 61.53% | $1,114.00 | 6366 | 23.26% | 665 | 20.70% | 1495.567 | 37.29 |
| 351 | Bemidji | MN | 33.47 | 0.06 | 68.96 | 5.21 | 16.08 | 50.18 | 95.83 | 1954736 | – | 7% | 63.99% | $1,070.00 | 6028 | 32.47% | 672 | 19.10% | 4585.883 | 99.92 |
| 352 | Rhinelander | WI | 33.25 | 0.06 | 68.42 | 4.63 | 9.47 | 67.26 | 95.32 | 1887674 | – | 4.70% | 57.17% | $1,035.00 | 3035 | 22.43% | 358 | 20.70% | 1717.37 | 112.15 |
| 353 | Clarkesville | GA | 32.91 | 0.05 | 57.62 | 4.14 | 14.52 | 71.26 | 97.93 | 1640256 | – | 2.90% | 42.41% | $1,005.00 | 737 | 30.16% | 56 | 17.50% | 1937.563 | 49.79 |
| 354 | Eureka | CA | 32.84 | 0.18 | 68.42 | 5.21 | 13.9 | 51.35 | 94.79 | 5855113 | – | 5.60% | 59.65% | $1,066.00 | 9512 | 29.04% | 1468 | 24.10% | 3170.492 | 124.83 |
| 355 | Ponca City | OK | 32.76 | 0.06 | 71.98 | 4.29 | 8.31 | 57.17 | 97.02 | 1856105 | – | 4.50% | 59.86% | $1,007.00 | 7912 | 20.58% | 906 | 23.40% | 2503.5 | 71.36 |
| 356 | East Moline | IL | 32.67 | 0.3 | 64.04 | 8.14 | 8.72 | 60.27 | 99.78 | 9877640 | – | 6.20% | 57.32% | $1,261.00 | 7865 | 21.21% | 867 | 22.20% | 2354.993 | 5.32 |
| 357 | Pembroke Park | FL | 32.64 | 7.61 | 68.31 | 9.23 | 6.31 | 44.68 | 99.44 | 136649542 | 114.155 | 4.70% | 57.07% | $1,339.00 | 2202 | 17.63% | 149 | 32.90% | 1941.718 | 13.58 |
| 358 | Gardnerville | NV | 32.63 | 0.1 | 56.37 | 10.31 | 12.47 | 63.36 | 98.27 | 3112053 | – | 4.60% | 45.96% | $1,410.00 | 2580 | 27% | 302 | 20.30% | 2381.838 | 41.6 |
| 359 | New Castle | IN | 32.58 | 0.05 | 73.07 | 3 | 3.48 | 66.3 | 98.61 | 1534673 | – | 3.40% | 57.81% | $924.00 | 6413 | 13.29% | 285 | 25.20% | 733.85 | 33.4 |
| 360 | Ukiah | CA | 32.32 | 0.11 | 65 | 4.61 | 9.31 | 63.8 | 96.68 | 3589922 | – | 6.50% | 59.02% | $1,031.00 | 5516 | 22.15% | 590 | 24.10% | 1369.777 | 79.52 |
| 361 | Shawnee | OK | 32.28 | 0.07 | 67.37 | 3 | 11.02 | 56.02 | 98.35 | 2139848 | – | 4.70% | 56.22% | $919.00 | 10590 | 24.63% | 1653 | 22.70% | 2843.646 | 39.62 |
| 362 | Greeneville | TN | 32.15 | 0.08 | 62.94 | 3.85 | 12.39 | 58.26 | 98.63 | 2594683 | – | 4.90% | 52.75% | $981.00 | 5069 | 26.82% | 812 | 25.20% | 1897.139 | 32.95 |
| 363 | Bucyrus | OH | 31.59 | 0.04 | 69.51 | 3.32 | 2.94 | 64.46 | 98.32 | 1318330 | – | 5.30% | 59.82% | $947.00 | 4719 | 12.46% | 337 | 23.70% | 1374.511 | 40.3 |
| 364 | Duncan | OK | 31.47 | 0.07 | 64.77 | 5.4 | 8.09 | 56.01 | 97.97 | 2432037 | – | 4.80% | 54.14% | $1,080.00 | 8269 | 20.25% | 898 | 25.80% | 2073.249 | 48.7 |
| 365 | Cadillac | MI | 31.24 | 0.04 | 62.97 | 4.02 | 9.29 | 59.89 | 95.28 | 1377096 | – | 6.10% | 56.07% | $994.00 | 3937 | 22.13% | 550 | 22% | 2459.33 | 113.14 |
| 366 | Hannibal | MO | 31.21 | 0.04 | 66.38 | 3.88 | 7.61 | 55.44 | 97.03 | 1242832 | – | 4.40% | 54.50% | $982.00 | 5981 | 19.55% | 605 | 24.80% | 2404.248 | 71.23 |
| 367 | Meridian | MS | 30.99 | 0.12 | 68.4 | 4.28 | 9.17 | 45.08 | 96.35 | 3804542 | – | 3.80% | 54.68% | $1,002.00 | 11932 | 21.81% | 1505 | 32.20% | 2057.953 | 87.43 |
| 368 | Hazard | KY | 30.94 | 0.03 | 55.51 | 4.1 | 10.19 | 66.16 | 98.46 | 994110 | – | 4.40% | 44.63% | $1,001.00 | 1828 | 23.56% | 90 | 25.10% | 779.008 | 36.92 |
| 369 | Bluefield | VA | 30.72 | 0.04 | 58.51 | 2.27 | 14.32 | 53.1 | 96.64 | 1313434 | – | 6.20% | 52.31% | $881.00 | 1705 | 29.84% | 198 | 23.30% | 3116.615 | 80.6 |
| 370 | Alpena | MI | 30.54 | 0.03 | 62.28 | 3.27 | 5.37 | 66.95 | 93.89 | 1126633 | – | 6.10% | 55.45% | $944.00 | 4219 | 16.17% | 364 | 23.80% | 989.315 | 146.45 |
| 371 | Martinsville | VA | 30.33 | 0 | 62.96 | 1.07 | 9.26 | 54.76 | 97.32 | – | – | 6.50% | 57.16% | $798.00 | 4913 | 22.06% | 725 | 30.30% | 1131.157 | 64.34 |
| 372 | Park Rapids | MN | 30.33 | 0.02 | 55.67 | 2.65 | 9.17 | 67.26 | 96.47 | 763761 | – | 9.10% | 57.71% | $906.00 | 1723 | 21.97% | 329 | 19.10% | 2115.915 | 84.68 |
| 373 | Selma | AL | 29.86 | 0.04 | 67.73 | 3.04 | 7.82 | 40.32 | 97.14 | 1318245 | – | 4.30% | 55.44% | $926.00 | 6626 | 19.85% | 820 | 33.30% | 2472.544 | 68.63 |
| 374 | Storrs | CT | 29.56 | 0 | 17.72 | 0.03 | 33.4 | 77.4 | 99.22 | 0 | – | – | 49.39% | – | 1708 | 58.95% | 290 | 15.50% | 1547.365 | 18.8 |
| 375 | Natchez | MS | 29.5 | 0.03 | 57.93 | 1.66 | 12.7 | 47.32 | 96.69 | 978586 | – | 5.60% | 50.13% | $837.00 | 5010 | 27.33% | 528 | 30.90% | 2057.953 | 79.43 |
| 376 | Salt Lick | KY | 29.35 | 0.01 | 63.06 | 3.07 | 2.58 | 57.39 | 97.4 | 200665 | – | 6% | 55.88% | $935.00 | 87 | 11.96% | 4 | 24.80% | 2122.227 | 62.45 |
| 377 | Fayette | AL | 29.26 | 0.01 | 57.12 | 3.51 | 7 | 56.19 | 97.64 | 368269 | – | 3.30% | 43.07% | $963.00 | 1420 | 18.69% | 100 | 28.80% | 1299.338 | 56.6 |
| 378 | Roseburg | OR | 28.79 | 0.12 | 56.6 | 4.26 | 8.9 | 46.2 | 97.56 | 4022460 | – | 7.10% | 53.05% | $1,004.00 | 8723 | 21.48% | 966 | 24.70% | 3766.407 | 58.59 |
| 379 | El Centro | CA | 28.68 | 48.19 | 26.27 | 2.63 | 4.55 | 48.99 | 96.34 | 10014382 | 95.174 | 18.60% | 57.15% | $893.00 | 12055 | 14.88% | 597 | 33.10% | 1267.509 | 87.76 |
| 380 | Danville | VA | 28.64 | 0 | 59.54 | 3.43 | 7.73 | 43.16 | 98.01 | – | – | 6.50% | 54.06% | $943.00 | 14997 | 19.64% | 1438 | 30.20% | 2834.308 | 47.86 |
| 381 | Greenville | MS | 28.54 | 0.04 | 61.26 | 1.37 | 9.24 | 40.42 | 96.51 | 1347613 | – | 4.90% | 51.23% | $817.00 | 5580 | 21.99% | 1069 | 34.90% | 2057.953 | 83.64 |
| 382 | London | KY | 28.28 | 0.07 | 54.53 | 3.31 | 6.56 | 53.37 | 97.21 | 2327671 | – | 5.30% | 46.22% | $948.00 | 2819 | 18% | 160 | 25.20% | 2604.578 | 66.86 |
| 383 | Pahrump | NV | 26.81 | 0.06 | 44.06 | 11.06 | 3.63 | 50.6 | 98.14 | 2029210 | – | 6.80% | 40.84% | $1,444.00 | 16341 | 13.35% | 1586 | 27.70% | 2381.838 | 44.6 |
| 384 | Mora | MN | 26.63 | 0.01 | 38.92 | 6.39 | 5.67 | 63.63 | 97.88 | 409291 | – | 13% | 53.22% | $1,153.00 | 1294 | 16.65% | 70 | 21.50% | 2042.558 | 50.88 |
| 385 | Pine Bluff | AR | 26.59 | 0.08 | 54.55 | 4.35 | 8.09 | 29.58 | 98.13 | 2665308 | – | 7.50% | 52.29% | $1,007.00 | 11609 | 20.17% | 1450 | 31.20% | 4547.814 | 44.81 |
The lowest-ranked cities scored low across economic viability and talent pool categories, suggesting a lack of a highly skilled workforce and economic resources to sustain a budding AI business in those areas.
A Closer Look at the Top 5 Cities
Although the top five cities earned their rankings in different ways, each benefits from access to resources that can help AI-focused businesses grow. Some stood out for their skilled workforces and strong local economies, while others gained an advantage from nearby data centers, universities, or major technology hubs. Here’s what sets each city apart.
Best and Worst Small Cities for AI Business Growth
These are the top 50 out of 385 cities evaluated.
1. Verona, Wisconsin
Verona, Wisconsin, takes first place for AI business growth. Located 10 miles south of Madison, Wisconsin’s capital, Verona is ideally situated for AI-driven businesses. The greater Madison area is one of the Midwest’s strongest tech clusters, attracting highly skilled and educated professionals.
With a labor participation rate of 72.87%, the second-highest in the top five, the city scores high in economic and workforce conditions, partially thanks to its close proximity to nearby universities and government facilities. Verona is also located only seven miles away from a data center, giving businesses excellent connectivity for their AI operations.
Verona combines access to talent, a high quality of life, and a strong economic environment to offer one of the strongest foundations for AI businesses in the country today.
Key Stats:
- Labor force participation rate: 72.87%
- Distance to nearest data center (mi): 7.38
- Bachelor’s degree or higher rate: 64.27%
2. Lexington, Massachusetts
At the heart of Greater Boston’s innovation system, Lexington, Massachusetts, serves as a favorable location for AI entrepreneurs. The historic Boston suburb has a strong AI talent pool and workforce, thanks to nearby Harvard University and MIT, reinforcing its high ranking.
In addition to its talented tech workforce, the city also benefits from a strong venture capital scene. AI companies can find all sorts of capital for their businesses here, including access to early-stage investors, growth capital, and startup accelerators.
Lexington also earned high marks for infrastructure and quality of life, including its low property crime rate. Combined, these advantages helped the city secure its second-place standing.
Key Stats:
- Labor force participation rate: 63.89%
- Distance to nearest data center (mi): 9.01
- Bachelor’s degree or higher rate: 84.31%
3. Ames, Iowa
Ames, Iowa, ranks third for AI businesses. While more modest than traditional tech hubs, Ames competes well thanks to its strong research culture and collaborative innovation ecosystem.
The city is home to Iowa State University, a renowned research institution known for its machine learning and engineering programs. Its close proximity to Iowa State provides a pipeline of highly educated talent that’s skilled across a variety of AI-supported disciplines.
Ames also has the highest economic viability score among the top five, further cementing its strong foundation for AI business growth and job creation.
Key Stats:
- Labor force participation rate: 66.22%
- Distance to nearest data center (mi): 24.89
- Bachelor’s degree or higher rate: 65.75%
4. Royal Oak, Michigan
A part of the Detroit metropolitan area, Royal Oak, Michigan, ranks fourth overall for AI business growth thanks to a strong labor market and digital infrastructure score. The city’s strong workforce can be seen through its labor force participation rate of 74% and low unemployment rate of 4.2%.
Compared to New York or Boston, the greater Detroit area offers a much more affordable location for AI business growth due to lower operating and housing costs. Its established automotive and manufacturing sectors may also create opportunities for businesses developing industry-specific AI tools.
To top it all off, Royal Oak is only 2.14 miles away from its closest data center, the shortest distance among the top five cities.
Key Stats:
- Labor force participation rate: 74.38%
- Distance to nearest data center (mi): 2.14
- Bachelor’s degree or higher rate: 64.13%
5. Decatur, Georgia
Decatur, Georgia, rounds out the top five with a well-rounded performance across nearly every category. Situated right outside of Atlanta, the city benefits from a strong labor market, favorable economic conditions, and close proximity to nearby data centers.
While Decatur certainly benefits from Atlanta’s growing tech ecosystem, nearby Emory University and Georgia Institute of Technology also provide a consistent talent pipeline of STEM graduates, strengthening its educated workforce.
Like Royal Oak, Decatur is also one of the closest cities to a data center. Combined, all of these factors make Decatur an attractive place for AI businesses seeking access to talent, infrastructure, and a strong regional economy.
Key Stats:
- Labor force participation rate: 67.46%
- Distance to nearest data center (mi): 4.08
- Bachelor’s degree or higher rate: 76.32%
Reaping the Benefits of AI Transformation
As artificial intelligence continues to reshape the American economy, our results show that geography continues to influence where innovation takes hold across the nation.
Cities near major metropolises and universities performed particularly well, benefiting from access to strong talent pools, growing tech ecosystems, and strong local economies, while maintaining a high quality of life and relative affordability.
As businesses continue adopting artificial intelligence, communities that invest in workforce development, digital infrastructure, and economic growth today will be best positioned to become AI business hubs in the future.
For media inquiries, please reach out to dennis@hostingadvice.com.
Methodology
The methodology below explains the data inputs, scoring approach, and weighted metric framework used for this ranking.
Overview
This study evaluates the conditions for AI business growth across 385 small U.S. cities to identify the strongest and weakest environments for AI business growth. The analysis is grounded in various economic, labor, infrastructure, educational, and quality of life metrics. Each city is scored based on its performance across these dimensions, with lower scores indicating less favorable conditions for AI businesses. The findings aim to inform stakeholders about the challenges faced by cities in fostering AI innovation and investment.
Data & Sources
Data for this study is sourced from reputable national organizations, including the Bureau of Economic Analysis, Bureau of Labor Statistics, U.S. Census Bureau, CDC PLACES, FBI Crime Data, and OpenStreetMap for data centers. These sources provide a comprehensive view of economic conditions, labor market dynamics, infrastructure availability, educational attainment, and quality of life. The use of diverse data ensures a well-rounded analysis that captures the multifaceted nature of AI business growth environments.
Scoring Approach
Cities are scored based on their performance in each section, with specific metrics assigned varying weights reflecting their importance to AI business growth. Metrics that indicate a more favorable environment for AI businesses are scored in a way that higher values yield better scores, while metrics indicating challenges are scored such that lower values are preferable. The overall score for each city is calculated by aggregating the weighted scores from all metrics, allowing for a clear comparison across cities.
Caveats
While this study utilizes a robust set of metrics, it is important to note that not all relevant factors influencing AI business growth may be captured. Additionally, the data relies on the most recent available information, which may not reflect rapid changes in local conditions. The study penalizes cities with missing data, which could impact overall rankings. As such, users of this study should consider these limitations when interpreting the results.
Economic Viability — Total Points: 15
The Economic Viability section assesses the financial health and market potential of cities, which are critical for AI businesses seeking a conducive environment for growth. This section includes metrics such as GDP and Regional Price Parity, which together provide insights into the economic landscape and cost of living in each city. A higher GDP indicates a more robust economy, while a lower Regional Price Parity suggests a more affordable cost of living, both of which are attractive to businesses. The combined scores from these metrics help identify cities that may offer better economic conditions for AI enterprises.
1. GDP (Millions $) — Single Weight
The GDP metric measures the total economic output of a city in millions of dollars, reflecting the overall economic activity. This metric is crucial as it indicates the size and strength of the local economy, which can attract businesses, including those in the AI sector. A higher GDP score contributes positively to a city’s ranking, as it suggests a vibrant market with potential customers and collaborators, essential for AI business success.
2. Regional Price Parity (Overall) — Triple Weight
Regional Price Parity (RPP) measures the relative cost of living in a city compared to the national average, with a value of 100 representing parity. This metric is significant because it helps businesses understand the affordability of operating in a particular city. A lower RPP score indicates a more favorable cost structure for businesses, making it easier to attract talent and operate efficiently. In this study, cities with lower RPP scores receive better rankings, as they present a more attractive financial environment for AI businesses.
Labor Market Conditions — Total Points: 20
This section evaluates the labor market conditions in each city, which are vital for AI businesses that rely on a skilled workforce. Metrics such as the unemployment rate and labor force participation rate provide insights into the availability of talent and the overall health of the job market. A lower unemployment rate indicates a tighter labor market, which can be both a challenge and an opportunity for businesses seeking to hire skilled workers. Conversely, a higher labor force participation rate reflects a more engaged population, which is beneficial for attracting and retaining talent in the AI sector.
1. Unemployment Rate — Double Weight
The unemployment rate represents the percentage of the labor force that is actively seeking work but unable to find employment. This metric is essential for understanding the availability of potential employees in a city. A lower unemployment rate is favorable for businesses, indicating a competitive job market where skilled workers are in demand. In this study, cities with lower unemployment rates score better, as they suggest a more robust labor market conducive to AI business growth.
2. Labor Force Participation Rate — Double Weight
The labor force participation rate measures the percentage of the population aged 16 and older that is either employed or actively seeking employment. This metric is significant because a higher participation rate indicates a more engaged workforce, which is crucial for businesses looking to hire. In the context of AI business growth, cities with higher labor force participation rates are ranked more favorably, as they suggest a larger pool of potential talent that can support innovation and development in the sector.
Infrastructure and Resources — Total Points: 20
The Infrastructure and Resources section assesses the physical and technological foundations necessary for AI businesses to thrive. Key metrics include average weekly wage and broadband internet access, both of which are critical for attracting and retaining talent. A higher average wage can indicate a more competitive job market, while widespread broadband access is essential for modern business operations, especially in tech-driven sectors like AI. Together, these metrics provide a comprehensive view of the resources available to support AI business growth in each city.
1. Average Weekly Wage — Single Weight
The average weekly wage metric reflects the earnings of workers across all industries in a city. This metric is important as it indicates the economic value placed on labor, which can influence the ability of businesses to attract skilled workers. A higher average weekly wage suggests a more competitive environment for talent, making cities with higher wages more attractive for AI businesses looking to hire top talent. In this study, cities with higher average wages receive better rankings, as they signal a favorable economic landscape for growth.
2. Broadband Internet Access — Single Weight
Broadband internet access measures the percentage of households with a subscription to broadband services. This metric is crucial for AI businesses, as reliable internet access is fundamental for operations, data processing, and communication. A higher percentage of broadband access indicates a city’s readiness to support tech-driven industries, including AI. In this study, cities with higher broadband access scores are ranked more favorably, reflecting their potential to foster innovation and business growth.
Education and Talent Pool — Total Points: 25
This section focuses on the educational attainment and skill levels of the population, which are critical for the success of AI businesses. Metrics such as the percentage of the population with a bachelor’s degree or higher and the number of STEM degree holders provide insights into the talent pool available in each city. A highly educated workforce is essential for AI companies that require specialized skills and knowledge. By evaluating these metrics, the study identifies cities that are better positioned to support the growth of AI businesses through their educational resources.
1. Bachelor’s Degree or Higher — Single Weight
The metric for Bachelor’s Degree or Higher measures the percentage of the population aged 25 and older that has attained at least a bachelor’s degree. This metric is significant because a higher percentage indicates a more educated workforce, which is essential for industries like AI that rely on advanced skills and knowledge. In this study, cities with higher percentages of degree holders score better, as they are more likely to provide the talent necessary for AI business growth and innovation.
2. STEM Degree Holders — Single Weight
The STEM Degree Holders metric quantifies the population aged 25 and older who possess a bachelor’s degree in science or engineering fields. This metric is particularly relevant for AI businesses, as these disciplines are foundational for developing and implementing AI technologies. A higher number of STEM degree holders in a city indicates a strong talent pool equipped with the necessary skills for AI-related jobs. In this study, cities with more STEM degree holders receive better rankings, reflecting their potential to support AI business growth through a skilled workforce.
Quality of Life — Total Points: 10
The Quality of Life section evaluates factors that contribute to the overall well-being of residents, which can influence the attractiveness of a city for businesses, including those in the AI sector. Metrics such as fair/poor health status and property crime rate provide insights into the living conditions and safety of a city. A lower property crime rate and better health outcomes can enhance a city’s appeal to potential employees and their families, making it easier for businesses to attract talent. This section helps identify cities that offer not only economic opportunities but also a high standard of living.
1. Fair/Poor Health Status — Single Weight
The Fair/Poor Health Status metric measures the percentage of adults who self-report their health as fair or poor. This metric is important because it reflects the overall health and well-being of a city’s population, which can impact productivity and workforce availability. In the context of AI business growth, cities with lower percentages of residents reporting poor health are ranked more favorably, as better health outcomes can lead to a more capable and reliable workforce.
2. Property Crime Rate — Single Weight
The Property Crime Rate metric quantifies the number of property crimes per 100,000 population in a city. This metric is significant for assessing the safety of a city, which can influence the decision of businesses and talent to relocate. A lower property crime rate suggests a safer environment, which is attractive to both businesses and potential employees. In this study, cities with lower property crime rates receive better rankings, reflecting their ability to provide a secure environment conducive to AI business growth.
Data Center Proximity — Total Points: 10
This section examines the proximity of cities to data centers, which are critical for AI businesses that rely on data processing and storage capabilities. The distance to the nearest data center is measured to understand how accessible these essential resources are for businesses in each city. A shorter distance to data centers can facilitate faster data transfer and improve operational efficiency for AI companies. This metric helps identify cities that are better positioned in terms of infrastructure to support AI business growth.
1. Distance to Nearest Data Center (mi) — Single Weight
The Distance to Nearest Data Center metric measures the physical distance in miles from a city’s center to the closest data center. This metric is vital for AI businesses, as proximity to data centers can enhance operational efficiency and data accessibility. A shorter distance indicates better infrastructure support for data-intensive operations, which is crucial for AI development. In this study, cities with shorter distances to data centers receive better rankings, reflecting their potential to facilitate AI business growth through improved access to necessary technological resources.




