Invention Indicators: Protecting Useful Ideas

Contributors to U.S. Patent Activity

USPTO patent records provide industry, technology areas, and geographical inventor information for all patents registered in the United States, including patents granted to individuals and foreign entities. Most patent topics in this report cover only inventions protected by utility patents. Design patents are included in this report in the coverage of patenting by gender; plant patents were last covered in Science and Engineering Indicators 2020 (see Indicators 2020 report “Invention, Knowledge Transfer, and Innovation”). More information on the patent data used in this report is available in the Technical Appendix provided with this report, and detailed methodological information is provided in Science-Metrix (2024).

The USPTO awarded 325,000 utility patents in 2022, of which 152,000 (47%) were assigned to domestic owners (Table SINV-1). Obtaining and defending a patent incurs significant costs; among U.S. assignees (the U.S. entities to whom inventors assign the rights of ownership), private owners—which are primarily businesses—receive by far the most patents (86%), while individual filers and those in academia and government account for much smaller shares (Figure INV-1). In the wake of the global pandemic, the total number of USPTO utility patents awarded annually to U.S. owners has declined since 2019, when 179,000 were granted. Patents assigned to U.S. businesses declined 15% between 2019 and 2022, in contrast to a general upward trend from 2000 to 2019 (Table SINV-1).

Keyboard instructions

USPTO utility patents granted to owners, by nationality and U.S. sector: 2002–22

(Number)
Year Foreign U.S. business U.S. government U.S. individual U.S. academic
2002 77,832 70,286 1,122 14,116 3,496
2003 79,037 71,414 1,078 13,535 3,497
2004 78,084 69,385 1,019 12,173 3,261
2005 67,615 61,721 844 10,473 2,876
2006 82,239 74,605 1,008 11,996 3,518
2007 76,192 66,545 946 10,034 3,213
2008 78,216 66,128 905 9,197 3,022
2009 83,055 70,637 931 9,204 3,264
2010 109,149 91,834 1,257 12,546 4,514
2011 113,068 93,750 1,195 11,892 4,413
2012 128,616 105,222 1,359 12,789 5,037
2013 139,354 117,517 1,446 13,903 5,618
2014 150,216 128,655 1,430 14,397 6,079
2015 151,166 125,701 1,376 14,061 6,177
2016 152,731 128,689 1,299 13,875 6,625
2017 159,565 136,447 1,342 14,330 7,000
2018 154,380 131,121 1,312 13,737 6,883
2019 177,043 152,357 1,431 15,157 7,781
2020 176,569 151,063 1,225 14,731 7,834
2021 166,580 137,771 1,231 14,235 7,214
2022 172,529 128,937 1,164 12,864 6,635

USPTO = Patent and Trademark Office.

Note(s):

Patents are allocated according to patent ownership information. Patents are credited on a fractional-count basis (i.e., for patents with collaborating institutions, each institution receives fractional credit on the basis of the proportion of inventors from participating institutions). Unclassified patents are not shown. See Table SINV-1 and the Technical Appendix for additional detail.

Source(s):

National Center for Science and Engineering Statistics; Science-Metrix; PatentsView, USPTO, accessed June 2023.

Science and Engineering Indicators

As commercial activities increasingly cross international borders, rising rates of foreign patenting reflect the desire of foreign firms to seek patent protection in multiple international jurisdictions (Fink, Khan, and Zhou 2015). Foreign owners were assigned rights to 53% of USPTO utility patents in 2022, an increase from 44% in 2000 (Table SINV-1). In contrast with ownership information, the addresses of inventors provide information about where inventors reside. The European Union (EU-27) and Japan continue to account for the largest numbers of foreign inventors (Figure INV-2). In 2020, the number of patents granted to inventors from China exceeded the number of patents granted to inventors from South Korea for the first time ever. Inventors with addresses in China received about 28,000 patents in 2022 (Figure INV-2). According to a USPTO report, the growth in USPTO patents granted to China is driven by nonmarket factors as well as by traditional market factors. The report identifies nonmarket factors such as university and government subsidies for patenting that can exceed the cost of filing the patent. These subsidies are often higher for patents granted in foreign jurisdictions (USPTO 2021).

Keyboard instructions

USPTO utility patents granted to inventors, by selected region, country, or economy: 2000–22

(Number)
Year United States EU-27 China Japan South Korea Taiwan India
2000 84,777 21,533 326 31,362 3,332 4,705 141
2001 87,379 23,349 461 33,279 3,548 5,397 187
2002 86,658 23,383 561 34,913 3,792 5,444 265
2003 87,604 23,311 614 35,567 3,952 5,299 354
2004 83,971 21,591 740 35,441 4,429 5,951 369
2005 74,315 18,146 744 30,381 4,365 5,115 401
2006 89,375 20,966 1,057 36,870 5,901 6,350 511
2007 79,170 18,850 1,193 33,410 6,299 6,104 566
2008 77,160 18,911 1,606 33,725 7,544 6,345 651
2009 81,961 19,148 2,042 35,557 8,776 6,666 709
2010 107,232 26,348 3,215 44,977 11,669 8,235 1,144
2011 108,117 26,552 3,720 46,337 12,254 8,794 1,277
2012 120,490 30,895 5,359 50,899 13,236 10,638 1,756
2013 133,158 35,059 6,681 52,270 14,556 11,077 2,456
2014 144,048 38,393 8,122 54,317 16,529 11,342 3,073
2015 140,518 38,083 9,021 52,809 17,963 11,688 3,457
2016 143,203 38,389 11,439 50,168 19,576 11,576 3,767
2017 150,423 40,713 14,286 50,073 20,815 11,606 4,271
2018 143,807 39,197 15,477 47,904 19,901 10,995 4,315
2019 166,444 44,400 20,378 54,037 21,871 11,569 5,478
2020 164,127 43,496 22,500 52,116 22,204 12,234 5,917
2021 149,869 39,895 24,471 46,841 20,924 11,285 6,009
2022 141,754 39,527 27,769 45,983 22,147 11,782 6,349

EU-27 = European Union; USPTO = Patent and Trademark Office.

Note(s):

Patents are allocated according to patent inventorship information. Patents are fractionally allocated among regions, countries, or economies based on the proportion of residences of all named inventors. China includes Hong Kong. The United States includes Puerto Rico and all other U.S. territories. See Table SINV-4 for additional countries.

Source(s):

National Center for Science and Engineering Statistics; Science-Metrix; PatentsView, USPTO, accessed June 2023.

Science and Engineering Indicators

USPTO utility patents granted in semiconductors make up 5% of total 2022 patents. Inventors who were resident in the United States received the largest number of USPTO patents in semiconductors, which is identified as a critical or emerging category (NSTC 2022) (Figure INV-3). In addition to inventors from the United States, the highest numbers of USPTO utility patents in semiconductors were issued to inventors from Taiwan, Japan, South Korea, and China. Semiconductor utility patents make up more than a quarter of the USPTO patents received by inventors from Taiwan (Figure INV-3). A public-use file contains data on USPTO patents granted by five broad technology areas and tabulated in Table SINV-4 through Table SINV-9 (File USPTO patents, by county and technical field).

USPTO utility patents granted in semiconductors, by selected country or economy: 2022

(Number and percent)

USPTO = Patent and Trademark Office.

Note(s):

Patents are allocated according to patent inventorship information. Patents are fractionally allocated among regions, countries, or economies based on the proportion of residences of all named inventors. China includes Hong Kong. The United States includes Puerto Rico and all other U.S. territories. See Table SINV-10 for additional regions, countries, and economies.

Source(s):

National Center for Science and Engineering Statistics; Science-Metrix; PatentsView, USPTO, accessed September 2023.

Science and Engineering Indicators

As presented above, these data provide rich geographic and technological detail; however, patent data represent just a portion of all the ways that economically valuable ideas and inventions are protected by their owners. Nondisclosure agreements, trade secrets, trademarks, and copyrights are used by U.S. businesses in addition to utility and design patents (Shackelford and Kindlon 2021).

The Geography of U.S. Patenting

Invention is a market-driven activity and tends to take place where skilled human capital and other inputs are relatively abundant. As new knowledge spreads, it produces localized growth benefits or spillovers that drive additional growth (Grossman and Helpman 1991). States that have relatively high proportions of workers with a bachelor’s degree or higher in science, technology, engineering, and mathematics (STEM) are located primarily on the East Coast and West Coast of the United States and in the U.S. Midwest (see Indicators 2022 report “The STEM Labor Force of Today: Scientists, Engineers, and Skilled Technical Workers”). As skilled labor and other inputs accumulate, a location’s initial advantages grow over time relative to other locations, leading to different growth rates and economic outcomes. Because patent documents include the addresses of both the inventor and the patent owner, patent data provide an indicator of the location of inventive activity.

County-level patenting intensity is measured in this thematic report by the location of the inventor of utility patents granted per 1,000 population. Counties with high patenting intensity are concentrated in the United States along the coasts and in parts of the Great Lakes region, Texas, and the Rocky Mountains (Figure INV-4). This geographic distribution corresponds to indicators of knowledge- and technology-intensive (KTI) industries, in which California is the single largest producer of KTI industry output, followed by Texas, Washington, and New York (see Indicators 2022 report “Production and Trade of Knowledge- and Technology-Intensive Industries”). In 2022, Santa Clara County in California’s Silicon Valley region had the highest patenting intensity. Three of the country’s top five counties in patenting intensity were in the San Jose–San Francisco–Oakland combined statistical area. The top three counties in 2022 for patenting intensity are Santa Clara in California, followed by Fairfax City in Virginia and San Mateo County in California (Figure INV-4).

Keyboard instructions

USPTO utility patents granted to inventors per 1,000 residents, by U.S. county: 2022

(Number)
County code County State Patents per 1,000 population
us-ca-085 Santa Clara County California 7.513
us-va-600 Fairfax City Virginia 6.684
us-ca-081 San Mateo County California 4.512
us-va-610 Falls Church City Virginia 4.251
us-ca-075 San Francisco County California 4.170
us-ia-077 Guthrie County Iowa 3.569
us-ks-019 Chautauqua County Kansas 2.928
us-nm-028 Los Alamos County New Mexico 2.762
us-or-003 Benton County Oregon 2.745
us-co-013 Boulder County Colorado 2.709
us-ma-017 Middlesex County Massachusetts 2.514
us-wa-033 King County Washington 2.411
us-ny-101 Steuben County New York 2.138
us-ca-001 Alameda County California 2.087
us-mi-161 Washtenaw County Michigan 1.968
us-va-540 Charlottesville City Virginia 1.939
us-id-001 Ada County Idaho 1.894
us-oh-071 Highland County Ohio 1.867
us-mi-127 Oceana County Michigan 1.817
us-nj-035 Somerset County New Jersey 1.652
us-ca-073 San Diego County California 1.612
us-or-051 Multnomah County Oregon 1.600
us-tx-453 Travis County Texas 1.587
us-co-014 Broomfield County Colorado 1.484
us-ny-093 Schenectady County New York 1.468
us-wi-089 Ozaukee County Wisconsin 1.430
us-ca-087 Santa Cruz County California 1.426
us-in-005 Bartholomew County Indiana 1.389
us-oh-165 Warren County Ohio 1.385
us-in-157 Tippecanoe County Indiana 1.378
us-mn-109 Olmsted County Minnesota 1.329
us-nc-135 Orange County North Carolina 1.303
us-ct-013 Tolland County Connecticut 1.292
us-mi-125 Oakland County Michigan 1.256
us-or-067 Washington County Oregon 1.245
us-ny-109 Tompkins County New York 1.241
us-vt-007 Chittenden County Vermont 1.223
us-ok-147 Washington County Oklahoma 1.221
us-nj-021 Mercer County New Jersey 1.219
us-nc-063 Durham County North Carolina 1.181
us-mn-135 Roseau County Minnesota 1.177
us-mt-039 Granite County Montana 1.142
us-ks-083 Hodgeman County Kansas 1.140
us-in-137 Ripley County Indiana 1.135
us-mn-163 Washington County Minnesota 1.134
us-nj-019 Hunterdon County New Jersey 1.133
us-tx-085 Collin County Texas 1.129
us-ok-137 Stephens County Oklahoma 1.121
us-ca-041 Marin County California 1.090
us-in-085 Kosciusko County Indiana 1.064
us-mi-111 Midland County Michigan 1.064
us-ia-169 Story County Iowa 1.053
us-ny-091 Saratoga County New York 1.043
us-tx-491 Williamson County Texas 1.041
us-ia-095 Iowa County Iowa 1.032
us-mn-053 Hennepin County Minnesota 1.026
us-ut-043 Summit County Utah 1.022
us-nc-183 Wake County North Carolina 1.015
us-il-019 Champaign County Illinois 0.997
us-il-143 Peoria County Illinois 0.987
us-il-113 McLean County Illinois 0.982
us-ny-015 Chemung County New York 0.970
us-ny-061 New York County New York 0.954
us-mo-510 St. Louis City Missouri 0.949
us-mi-021 Berrien County Michigan 0.942
us-tx-211 Hemphill County Texas 0.933
us-ma-025 Suffolk County Massachusetts 0.929
us-ny-027 Dutchess County New York 0.924
us-wa-075 Whitman County Washington 0.924
us-ny-119 Westchester County New York 0.924
us-nh-011 Hillsborough County New Hampshire 0.924
us-ct-003 Hartford County Connecticut 0.915
us-in-159 Tipton County Indiana 0.911
us-ma-021 Norfolk County Massachusetts 0.908
us-ga-121 Fulton County Georgia 0.894
us-in-011 Boone County Indiana 0.890
us-mn-123 Ramsey County Minnesota 0.884
us-ia-049 Dallas County Iowa 0.870
us-ca-013 Contra Costa County California 0.870
us-ny-001 Albany County New York 0.864
us-wi-139 Winnebago County Wisconsin 0.855
us-mn-019 Carver County Minnesota 0.854
us-ca-083 Santa Barbara County California 0.847
us-ne-185 York County Nebraska 0.836
us-mn-151 Swift County Minnesota 0.820
us-ia-113 Linn County Iowa 0.808
us-ne-149 Rock County Nebraska 0.803
us-ia-127 Marshall County Iowa 0.802
us-vt-013 Grand Isle County Vermont 0.801
us-in-131 Pulaski County Indiana 0.801
us-wi-025 Dane County Wisconsin 0.795
us-nh-009 Grafton County New Hampshire 0.779
us-nj-027 Morris County New Jersey 0.769
us-ia-051 Davis County Iowa 0.767
us-co-069 Larimer County Colorado 0.763
us-va-059 Fairfax County Virginia 0.763
us-mn-129 Renville County Minnesota 0.757
us-tx-259 Kendall County Texas 0.756
us-va-830 Williamsburg City Virginia 0.754
us-ca-059 Orange County California 0.746
us-va-013 Arlington County Virginia 0.744
us-ct-007 Middlesex County Connecticut 0.739
us-ok-103 Noble County Oklahoma 0.734
us-mn-113 Pennington County Minnesota 0.722
us-wi-133 Waukesha County Wisconsin 0.719
us-pa-029 Chester County Pennsylvania 0.709
us-il-203 Woodford County Illinois 0.708
us-va-510 Alexandria City Virginia 0.707
us-va-683 Manassas City Virginia 0.704
us-ma-027 Worcester County Massachusetts 0.703
us-mn-139 Scott County Minnesota 0.692
us-ks-131 Nemaha County Kansas 0.692
us-wy-039 Teton County Wyoming 0.687
us-mt-031 Gallatin County Montana 0.681
us-wi-109 St. Croix County Wisconsin 0.677
us-oh-061 Hamilton County Ohio 0.669
us-il-147 Piatt County Illinois 0.658
us-co-035 Douglas County Colorado 0.652
us-tn-001 Anderson County Tennessee 0.646
us-ks-091 Johnson County Kansas 0.643
us-md-031 Montgomery County Maryland 0.642
us-wa-011 Clark County Washington 0.639
us-ca-017 El Dorado County California 0.638
us-ia-061 Dubuque County Iowa 0.638
us-pa-003 Allegheny County Pennsylvania 0.637
us-nh-015 Rockingham County New Hampshire 0.629
us-va-121 Montgomery County Virginia 0.627
us-mi-139 Ottawa County Michigan 0.625
us-mn-003 Anoka County Minnesota 0.624
us-ut-029 Morgan County Utah 0.623
us-mi-077 Kalamazoo County Michigan 0.616
us-il-179 Tazewell County Illinois 0.616
us-ne-169 Thayer County Nebraska 0.614
us-wi-117 Sheboygan County Wisconsin 0.611
us-ma-009 Essex County Massachusetts 0.609
us-in-077 Jefferson County Indiana 0.607
us-fl-001 Alachua County Florida 0.606
us-ky-185 Oldham County Kentucky 0.605
us-va-107 Loudoun County Virginia 0.597
us-oh-017 Butler County Ohio 0.592
us-ks-079 Harvey County Kansas 0.592
us-il-097 Lake County Illinois 0.587
us-mi-093 Livingston County Michigan 0.586
us-nj-025 Monmouth County New Jersey 0.582
us-wy-001 Albany County Wyoming 0.578
us-pa-027 Centre County Pennsylvania 0.574
us-wi-087 Outagamie County Wisconsin 0.573
us-in-057 Hamilton County Indiana 0.570
us-il-043 DuPage County Illinois 0.565
us-ny-055 Monroe County New York 0.561
us-co-031 Denver County Colorado 0.561
us-ct-009 New Haven County Connecticut 0.560
us-pa-091 Montgomery County Pennsylvania 0.556
us-ca-111 Ventura County California 0.554
us-mn-025 Chisago County Minnesota 0.552
us-md-027 Howard County Maryland 0.552
us-ut-049 Utah County Utah 0.551
us-az-005 Coconino County Arizona 0.548
us-ut-005 Cache County Utah 0.542
us-or-027 Hood River County Oregon 0.541
us-wi-131 Washington County Wisconsin 0.537
us-ri-001 Bristol County Rhode Island 0.536
us-ct-001 Fairfield County Connecticut 0.535
us-tx-201 Harris County Texas 0.533
us-mn-067 Kandiyohi County Minnesota 0.525
us-ny-083 Rensselaer County New York 0.519
us-mi-163 Wayne County Michigan 0.513
us-nd-093 Stutsman County North Dakota 0.512
us-sc-045 Greenville County South Carolina 0.507
us-va-760 Richmond City Virginia 0.501
us-mn-171 Wright County Minnesota 0.500
us-co-059 Jefferson County Colorado 0.500
us-co-113 San Miguel County Colorado 0.500
us-pa-017 Bucks County Pennsylvania 0.499
us-nc-035 Catawba County North Carolina 0.496
us-sd-045 Edmunds County South Dakota 0.492
us-ne-175 Valley County Nebraska 0.491
us-ca-113 Yolo County California 0.491
us-ut-035 Salt Lake County Utah 0.491
us-ia-023 Butler County Iowa 0.491
us-ca-069 San Benito County California 0.488
us-ne-101 Keith County Nebraska 0.484
us-oh-055 Geauga County Ohio 0.482
us-nv-031 Washoe County Nevada 0.479
us-va-145 Powhatan County Virginia 0.476
us-ca-097 Sonoma County California 0.468
us-wa-061 Snohomish County Washington 0.464
us-nd-013 Burke County North Dakota 0.464
us-ri-005 Newport County Rhode Island 0.462
us-mi-113 Missaukee County Michigan 0.460
us-il-013 Calhoun County Illinois 0.459
us-nj-023 Middlesex County New Jersey 0.457
us-mn-127 Redwood County Minnesota 0.456
us-il-111 McHenry County Illinois 0.455
us-az-019 Pima County Arizona 0.455
us-mn-147 Steele County Minnesota 0.455
us-nc-037 Chatham County North Carolina 0.451
us-oh-109 Miami County Ohio 0.444
us-oh-035 Cuyahoga County Ohio 0.443
us-co-119 Teller County Colorado 0.443
us-md-510 Baltimore City Maryland 0.440
us-id-057 Latah County Idaho 0.439
us-ri-009 Washington County Rhode Island 0.437
us-ia-017 Bremer County Iowa 0.435
us-or-005 Clackamas County Oregon 0.435
us-sd-097 Miner County South Dakota 0.434
us-oh-169 Wayne County Ohio 0.429
us-mn-037 Dakota County Minnesota 0.429
us-in-063 Hendricks County Indiana 0.427
us-ca-037 Los Angeles County California 0.424
us-ct-005 Litchfield County Connecticut 0.419
us-il-139 Moultrie County Illinois 0.419
us-mo-183 St. Charles County Missouri 0.418
us-tx-113 Dallas County Texas 0.417
us-co-005 Arapahoe County Colorado 0.416
us-ia-125 Marion County Iowa 0.416
us-tx-483 Wheeler County Texas 0.416
us-id-003 Adams County Idaho 0.415
us-mn-149 Stevens County Minnesota 0.415
us-co-097 Pitkin County Colorado 0.415
us-ia-109 Kossuth County Iowa 0.415
us-ks-011 Bourbon County Kansas 0.414
us-de-003 New Castle County Delaware 0.414
us-az-013 Maricopa County Arizona 0.413
us-ks-179 Sheridan County Kansas 0.412
us-mn-079 Le Sueur County Minnesota 0.412
us-sd-127 Union County South Dakota 0.410
us-co-065 Lake County Colorado 0.409
us-ne-139 Pierce County Nebraska 0.409
us-tx-039 Brazoria County Texas 0.407
us-co-001 Adams County Colorado 0.406
us-va-678 Lexington City Virginia 0.402
us-wi-093 Pierce County Wisconsin 0.400
us-ia-179 Wapello County Iowa 0.400
us-wi-079 Milwaukee County Wisconsin 0.399
us-tx-339 Montgomery County Texas 0.399
us-oh-153 Summit County Ohio 0.399
us-nj-003 Bergen County New Jersey 0.399
us-ga-085 Dawson County Georgia 0.398
us-mn-059 Isanti County Minnesota 0.398
us-va-735 Poquoson City Virginia 0.397
us-ia-103 Johnson County Iowa 0.396
us-va-840 Winchester City Virginia 0.394
us-nc-119 Mecklenburg County North Carolina 0.394
us-ks-017 Chase County Kansas 0.392
us-oh-103 Medina County Ohio 0.392
us-nc-067 Forsyth County North Carolina 0.391
us-oh-159 Union County Ohio 0.389
us-ny-079 Putnam County New York 0.388
us-wa-039 Klickitat County Washington 0.387
us-oh-057 Greene County Ohio 0.386
us-ga-113 Fayette County Georgia 0.385
us-ma-007 Dukes County Massachusetts 0.383
us-pa-095 Northampton County Pennsylvania 0.383
us-nv-005 Douglas County Nevada 0.383
us-dc-001 District of Columbia District of Columbia 0.383
us-va-630 Fredericksburg City Virginia 0.383
us-ny-067 Onondaga County New York 0.382
us-mn-039 Dodge County Minnesota 0.381
us-tx-041 Brazos County Texas 0.380
us-ct-011 New London County Connecticut 0.380
us-al-089 Madison County Alabama 0.379
us-wa-035 Kitsap County Washington 0.378
us-pa-077 Lehigh County Pennsylvania 0.377
us-tx-221 Hood County Texas 0.377
us-in-183 Whitley County Indiana 0.375
us-ny-069 Ontario County New York 0.373
us-ok-067 Jefferson County Oklahoma 0.371
us-ky-111 Jefferson County Kentucky 0.371
us-mt-087 Rosebud County Montana 0.371
us-il-031 Cook County Illinois 0.371
us-ky-239 Woodford County Kentucky 0.370
us-ri-003 Kent County Rhode Island 0.368
us-nm-001 Bernalillo County New Mexico 0.367
us-in-071 Jackson County Indiana 0.367
us-nj-017 Hudson County New Jersey 0.367
us-ks-045 Douglas County Kansas 0.367
us-sd-011 Brookings County South Dakota 0.366
us-tn-093 Knox County Tennessee 0.366
us-wi-039 Fond du Lac County Wisconsin 0.366
us-nh-013 Merrimack County New Hampshire 0.365
us-il-201 Winnebago County Illinois 0.365
us-tx-157 Fort Bend County Texas 0.364
us-nh-003 Carroll County New Hampshire 0.364
us-tx-171 Gillespie County Texas 0.364
us-ia-097 Jackson County Iowa 0.362
us-ga-067 Cobb County Georgia 0.361
us-co-107 Routt County Colorado 0.360
us-pa-019 Butler County Pennsylvania 0.360
us-mn-141 Sherburne County Minnesota 0.357
us-oh-009 Athens County Ohio 0.356
us-nd-073 Ransom County North Dakota 0.355
us-ut-011 Davis County Utah 0.354
us-ne-135 Perkins County Nebraska 0.353
us-pa-045 Delaware County Pennsylvania 0.353
us-va-580 Covington City Virginia 0.352
us-tx-385 Real County Texas 0.352
us-in-105 Monroe County Indiana 0.351
us-ks-123 Mitchell County Kansas 0.349
us-ne-017 Brown County Nebraska 0.348
us-in-007 Benton County Indiana 0.344
us-ga-125 Glascock County Georgia 0.340
us-mi-157 Tuscola County Michigan 0.340
us-mi-145 Saginaw County Michigan 0.340
us-ia-013 Black Hawk County Iowa 0.338
us-wi-049 Iowa County Wisconsin 0.335
us-il-011 Bureau County Illinois 0.335
us-fl-011 Broward County Florida 0.335
us-fl-009 Brevard County Florida 0.335
us-va-019 Bedford County Virginia 0.334
us-mn-049 Goodhue County Minnesota 0.333
us-ga-117 Forsyth County Georgia 0.333
us-wi-071 Manitowoc County Wisconsin 0.333
us-il-157 Randolph County Illinois 0.333
us-oh-085 Lake County Ohio 0.332
us-ks-151 Pratt County Kansas 0.331
us-ar-147 Woodruff County Arkansas 0.331
us-il-047 Edwards County Illinois 0.329
us-sc-019 Charleston County South Carolina 0.329
us-mo-049 Clinton County Missouri 0.328
us-mi-081 Kent County Michigan 0.328
us-ut-051 Wasatch County Utah 0.328
us-oh-133 Portage County Ohio 0.328
us-wy-029 Park County Wyoming 0.328
us-me-031 York County Maine 0.328
us-co-117 Summit County Colorado 0.327
us-ia-063 Emmet County Iowa 0.327
us-mn-045 Fillmore County Minnesota 0.327
us-fl-099 Palm Beach County Florida 0.325
us-wa-005 Benton County Washington 0.324
us-al-087 Macon County Alabama 0.324
us-tx-053 Burnet County Texas 0.324
us-ok-039 Custer County Oklahoma 0.323
us-ks-125 Montgomery County Kansas 0.323
us-oh-041 Delaware County Ohio 0.323
us-pa-071 Lancaster County Pennsylvania 0.322
us-mo-075 Gentry County Missouri 0.320
us-mn-055 Houston County Minnesota 0.319
us-nh-019 Sullivan County New Hampshire 0.318
us-nj-037 Sussex County New Jersey 0.315
us-sc-077 Pickens County South Carolina 0.315
us-ia-089 Howard County Iowa 0.315
us-or-017 Deschutes County Oregon 0.315
us-ny-007 Broome County New York 0.315
us-tn-187 Williamson County Tennessee 0.314
us-tn-157 Shelby County Tennessee 0.314
us-ma-015 Hampshire County Massachusetts 0.314
us-va-775 Salem City Virginia 0.313
us-oh-173 Wood County Ohio 0.312
us-in-067 Howard County Indiana 0.311
us-md-029 Kent County Maryland 0.311
us-ia-161 Sac County Iowa 0.310
us-ia-071 Fremont County Iowa 0.309
us-ks-161 Riley County Kansas 0.309
us-il-089 Kane County Illinois 0.309
us-ky-067 Fayette County Kentucky 0.309
us-tn-167 Tipton County Tennessee 0.308
us-nd-055 McLean County North Dakota 0.305
us-in-047 Franklin County Indiana 0.304
us-ma-023 Plymouth County Massachusetts 0.304
us-wi-055 Jefferson County Wisconsin 0.303
us-mn-041 Douglas County Minnesota 0.303
us-mn-085 McLeod County Minnesota 0.300
us-or-035 Klamath County Oregon 0.299
us-ny-053 Madison County New York 0.298
us-ak-195 Petersburg Borough Alaska 0.298
us-mi-005 Allegan County Michigan 0.297
us-wi-101 Racine County Wisconsin 0.296
us-mt-081 Ravalli County Montana 0.296
us-tx-121 Denton County Texas 0.296
us-in-081 Johnson County Indiana 0.296
us-ia-181 Warren County Iowa 0.295
us-oh-063 Hancock County Ohio 0.294
us-ia-153 Polk County Iowa 0.293
us-nv-510 Carson City Nevada 0.292
us-vt-027 Windsor County Vermont 0.292
us-tn-163 Sullivan County Tennessee 0.292
us-fl-103 Pinellas County Florida 0.292
us-ia-027 Carroll County Iowa 0.292
us-mi-159 Van Buren County Michigan 0.291
us-ar-007 Benton County Arkansas 0.291
us-nc-081 Guilford County North Carolina 0.289
us-oh-113 Montgomery County Ohio 0.288
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