Bureau of Labor Statistics

Mapping “The Hunger Games”: Using location quotients to find the Districts of Panem

| February 2017

“…Panem, the country that rose up out of the ashes of a place that was once called North America.” –The Hunger Games (Scholastic Press)

In The Hunger Games, author Suzanne Collins never reveals the exact locations of the Districts of Panem. What if you could map them by using data from the U.S. Bureau of Labor Statistics (BLS)?

Fans of the popular The Hunger Games trilogy know that the stories are set in Panem, a futuristic area previously called North America, with a capital located somewhere in what was known as the Rockies. Panem is divided into districts, each of which has a primary industry. BLS employment data can help you solve the puzzle of where in North America those districts would be.

Keep reading to learn how to use BLS data to identify 12 districts of Panem. Because BLS data cover the United States, this article uses clues from U.S. locations rather than from North America as a whole.

Finding data: Total employment and location quotients

Each district’s primary industry offers the best evidence of its geographic location. To find where an industry has a high concentration of workers, look at employment data by industry and occupation. Industry employment data tell you how many workers are in a particular type of firm or group of firms; occupation employment data tell you how many workers do a similar set of tasks.

Two BLS sources of employment data that will help in your analysis are the Quarterly Census of Employment and Wages (QCEW) and the Occupational Employment Statistics (OES) programs. QCEW data show industry employment and are provided here at the county level. OES data for occupation employment are shown here for metropolitan and nonmetropolitan statistical areas.

Total employment. Total employment can show you where lots of workers are in an industry or occupation. But the total number employed also may highlight areas where there are a lot of workers in every industry or occupation, such as large cities. Identifying a large number of workers doesn’t give you enough information for locating the districts.

Instead, you want to find where there are high concentrations of workers in a particular industry or occupation compared with the nation as a whole. For that, you’ll need the location quotient.

Location quotient. The location quotient is a ratio of the percentage of workers in an industry or occupation in a certain area to the percentage of workers in that industry or occupation nationally. A location quotient greater than 1.0 indicates a higher-than-average concentration for an industry or occupation.

For example, according to the 2015 OES estimates, actors make up .0367 percent of national employment. However, more than one-third of all actor employment is concentrated in California and makes up .1103 percent of that state’s total employment. To calculate the location quotient for actors in California, you divide the percentage of the occupation’s employment in California (.1103) by the percentage of employment nationally (.0367) to get a ratio of 3.01—indicating a higher-than-average concentration of actors in California. (See illustration.)

Finding District 12: Coal mining

“Even hundreds of years ago, they mined coal here.” –The Hunger Games

To use data to find the districts of Panem, you’ll need to look for areas with the highest location quotients for the industries and occupations associated with each district. Begin with the district in which Katniss Everdeen, the protagonist of The Hunger Games, lived.

Industry location quotients. Using QCEW annual averages for 2015, chart 1 ranks the counties with the highest location quotients for the coal mining industry. Mingo County, West Virginia, had the highest location quotient.

In the United States, there were 64,135 workers in the coal mining industry out of 139,491,699 total workers, or about .05 percent. In Mingo County, there were 1,216 workers in the coal mining industry out of 5,563 total workers. Thus, (1,216/5,563) × 100 percent, or about 22 percent, of the workers in Mingo County were employed in coal mining.

View Chart Data

Chart 1. Counties with the highest location quotients in the coal mining industry, 2015
County Location quotient

Mingo County, West Virginia

475.42

Boone County, West Virginia

474.38

Campbell County, Wyoming

390.57

Greene County, Pennsylvania

386.95

Buchanan County, Virginia

320.3

Martin County, Kentucky

253.99

Logan County, West Virginia

244.36

Perry County, Kentucky

218.08

Leslie County, Kentucky

211.69

Carbon County, Utah

146.01
Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

To get the location quotient, divide the percentage of workers in coal mining in Mingo County (22) by the percentage nationally (.05). The result is a ratio of 440. (The data used to calculate this number were rounded to simplify the math, so the value shown here differs from the value shown in chart 1.) In other words, Mingo County has more than 400 times the concentration of coal mining employment nationally.

Mapping the industry location quotients shows a concentration of coal mining in an area that encompasses Kentucky, West Virginia, and Pennsylvania. (See map.)

View Chart Data

Map 1. Location quotients by county for the coal mining industry, 2015
County Location quotient

Mingo County, West Virginia

475.42

Boone County, West Virginia

474.38

Campbell County, Wyoming

390.57

Greene County, Pennsylvania

386.95

Buchanan County, Virginia

320.3

Martin County, Kentucky

253.99

Logan County, West Virginia

244.36

Perry County, Kentucky

218.08

Leslie County, Kentucky

211.69

Carbon County, Utah

146.01

Raleigh County, West Virginia

120.77

Letcher County, Kentucky

116.29

Bell County, Kentucky

107.4

Pike County, Indiana

85.7

Nicholas County, West Virginia

59.23

Warrick County, Indiana

45.27

Johnson County, Kentucky

40.15

Kanawha County, West Virginia

26.02

Clearfield County, Pennsylvania

19.47

Jefferson County, Pennsylvania

15.02

Knox County, Kentucky

9.68

Jefferson County, Alabama

7.99

Cambria County, Pennsylvania

6.16

Harrison County, West Virginia

5.64

Northumberland County, Pennsylvania

4.99

Luzerne County, Pennsylvania

3.96

Butler County, Pennsylvania

2.48

Westmoreland County, Pennsylvania

1.19

Stark County, Ohio

0.19

Centre County, Pennsylvania

0.19

Allegheny County, Pennsylvania

0.05

Harris County, Texas

0.01

Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

Occupation location quotients. In addition to using industry data to see where coal mining employment is concentrated, you can use occupation data to search for District 12. Occupation employment in the coal mining industry helps you find the occupation in which that industry is the largest employer.

As table 1 shows, nearly all mine shuttle car operators worked in the coal mining industry in 2015. Mine shuttle car operators use shuttle cars to transport materials in underground mines. Location quotients for mine shuttle car operators are a good indicator of where mining activity is concentrated.

Table 1. Occupations in which the coal mining industry is the largest employer, 2015
Occupation Percent of occupation in coal mining Total employment Employment in coal mining
Mine shuttle car operators 93.5 2,310 2,160
Roof bolters, mining 93.1 5,220 4,860
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

Using the 2015 OES estimates, chart 2 ranks the metropolitan and nonmetropolitan areas with the highest location quotients for mine shuttle car operators. With a location quotient of 163.50, the Southern West Virginia nonmetropolitan area had the highest location quotient for mine shuttle car operators. This nonmetropolitan area comprises many counties, including Mingo County.

View Chart Data

Chart 2. Metropolitan and nonmetropolitan areas with the highest location quotients for mine shuttle car operators, 2015
Area Location quotient

Southern West Virginia nonmetropolitan area

163.50

Beckley, West Virginia

129.21

West Kentucky nonmetropolitan area

115.49

East Kentucky nonmetropolitan area

108.35

Northern West Virginia nonmetropolitan area

72.26

Western Pennsylvania nonmetropolitan area

64.46

Eastern Utah nonmetropolitan area

43.92

Southwest Wyoming nonmetropolitan area

35.43

22.34
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

Conclusion. On the basis of statistical evidence, District 12 is most likely located in an area comprising parts of Kentucky, West Virginia, and Pennsylvania. This tristate area is where employment in the coal mining industry and its associated occupations are concentrated.

Every district of Panem has a dominant industry. Profiles for each district use QCEW and OES data; links to these industry profiles for each district are given below. The data may provide clues, but results are open to interpretation. Using these data, create your own map of Panem.

“And may the odds be ever in your favor.” –The Hunger Games

District 1: Luxury goods

District 2: Rock quarrying

District 3: Electronic goods manufacturing

District 4: Fishing

District 5: Power generation

District 6: Transportation manufacturing

District 7: Lumber

District 8: Textiles

District 9: Grain

District 10: Livestock

District 11: Crops

District 12: Coal mining

District 1

Luxury goods

Note: The North American Industry Classification System groups this industry under “other miscellaneous manufacturing.”

View Chart Data

Chart 3. Counties with the highest location quotients in the other miscellaneous manufacturing industry, 2015
County Location quotient

Steele County, Minnesota

18.99

Price County, Wisconsin

18.41

Bedford County, Tennessee

17.98

Randolph County, Indiana

16.03

Clearwater County, Idaho

10.87

Washington County, Maine

9.59

Wyandot County, Ohio

9.36

Davis County, Utah

9.33

Barbour County, Alabama

8.78

Northampton County, Pennsylvania

8.21
Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

View Chart Data

Map 2. Location quotients by county for the other miscellaneous manufacturing industry, 2015
County Location quotient

Steele County, Minnesota

18.99

Price County, Wisconsin

18.41

Bedford County, Tennessee

17.98

Randolph County, Indiana

16.03

Clearwater County, Idaho

10.87

Washington County, Maine

9.59

Wyandot County, Ohio

9.36

Davis County, Utah

9.33

Barbour County, Alabama

8.78

Northampton County, Pennsylvania

8.21

Rush County, Indiana

8.02

Carter County, Tennessee

7.75

Washington County, Texas

7.09

Bristol County, Massachusetts

6.77

Providence County, Rhode Island

6.49

Walworth County, Wisconsin

6.36

Surry County, North Carolina

6.3

Gallatin County, Montana

6.18

Lafayette Parish, Louisiana

5.37

Pipestone County, Minnesota

5.28

West Baton Rouge Parish, Louisiana

5.2

Lake County, Ohio

5.14

5.09

Poweshiek County, Iowa

5.08

4.96

Yamhill County, Oregon

4.92

Josephine County, Oregon

4.46

Hernando County, Florida

4.23

Baxter County, Arkansas

4.15

3.96

Portage County, Ohio

3.74

Unknown Or Undefined, Michigan

3.66

Wayne County, North Carolina

3.6

Robertson County, Tennessee

3.54

Anoka County, Minnesota

3.47

Elkhart County, Indiana

3.46

Jefferson County, Illinois

3.42

Allegany County, New York

3.41

Putnam County, Tennessee

3.4

Blue Earth County, Minnesota

3.26

Iron County, Utah

3.08

Champaign County, Illinois

3.02

Allen County, Indiana

3

Cabarrus County, North Carolina

2.92

Crawford County, Ohio

2.88

Carver County, Minnesota

2.86

Pennington County, South Dakota

2.71

Bennington County, Vermont

2.7

Lake County, Illinois

2.62

Blair County, Pennsylvania

2.62

Mifflin County, Pennsylvania

2.57

Cowlitz County, Washington

2.55

Kane County, Illinois

2.54

Macomb County, Michigan

2.49

Hillsborough County, New Hampshire

2.47

Pettis County, Missouri

2.46

Kent County, Rhode Island

2.44

Baldwin County, Alabama

2.42

Houston County, Alabama

2.38

Deschutes County, Oregon

2.35

Washington County, Minnesota

2.34

Unknown Or Undefined, Kentucky

2.33

2.25

Lancaster County, Pennsylvania

2.2

Morris County, New Jersey

2.19

Medina County, Ohio

2.17

Dakota County, Minnesota

2.11

Suffolk County, New York

2.1

Rock County, Wisconsin

2.08

Yavapai County, Arizona

2.06

Merrimack County, New Hampshire

2.04

Anderson County, South Carolina

2.01

Hampden County, Massachusetts

1.99

Salt Lake County, Utah

1.95

Virginia Beach City, Virginia

1.95

Kootenai County, Idaho

1.92

1.91

Douglas County, Georgia

1.91

1.9

Coconino County, Arizona

1.88

Wayne County, West Virginia

1.88

Douglas County, Minnesota

1.86

1.84

Westchester County, New York

1.82

Johnson County, Texas

1.81

Richland County, South Carolina

1.8

Alamance County, North Carolina

1.79

Denton County, Texas

1.79

Washington County, Utah

1.79

Riverside County, California

1.78

York County, Pennsylvania

1.77

Waukesha County, Wisconsin

1.77

Linn County, Oregon

1.76

Sedgwick County, Kansas

1.74

Skagit County, Washington

1.73

Brown County, Wisconsin

1.72

King County, Washington

1.71

Jefferson County, Alabama

1.7

Mariposa County, California

1.69

San Diego County, California

1.68

1.68

Canyon County, Idaho

1.67

Summit County, Ohio

1.67

Dinwiddie County, Virginia

1.67

Antrim County, Michigan

1.66

Santa Barbara County, California

1.65

Mason County, Michigan

1.65

Clark County, Arkansas

1.64

Pinellas County, Florida

1.64

Ulster County, New York

1.62

Palo Pinto County, Texas

1.61

Essex County, Massachusetts

1.59

Lane County, Oregon

1.59

Orange County, New York

1.57

Bucks County, Pennsylvania

1.56

Racine County, Wisconsin

1.56

Mohave County, Arizona

1.55

Menominee County, Michigan

1.54

Miller County, Missouri

1.54

Santa Cruz County, California

1.53

Clay County, Iowa

1.53

Geauga County, Ohio

1.53

Utah County, Utah

1.53

Hamilton County, Tennessee

1.51

1.5

Bergen County, New Jersey

1.49

1.48

Shelby County, Ohio

1.48

Sarasota County, Florida

1.47

St. Clair County, Michigan

1.47

Marshall County, Mississippi

1.46

1.44

Cook County, Illinois

1.43

Ozaukee County, Wisconsin

1.42

Oakland County, Michigan

1.39

Queens County, New York

1.39

Erie County, New York

1.38

Wyandotte County, Kansas

1.37

Bernalillo County, New Mexico

1.37

Niagara County, New York

1.37

Orange County, California

1.33

1.33

Floyd County, Indiana

1.32

Androscoggin County, Maine

1.29

Spartanburg County, South Carolina

1.29

Montgomery County, Pennsylvania

1.28

Gregg County, Texas

1.25

Washtenaw County, Michigan

1.24

Jefferson County, Ohio

1.24

Washington County, Virginia

1.24

DuPage County, Illinois

1.23

1.23

Stark County, Ohio

1.23

Chittenden County, Vermont

1.23

Jefferson County, Missouri

1.22

Los Angeles County, California

1.21

McLean County, Illinois

1.2

Eau Claire County, Wisconsin

1.2

Milwaukee County, Wisconsin

1.2

DeSoto County, Mississippi

1.19

1.19

Kings County, New York

1.19

Holmes County, Ohio

1.19

Bonner County, Idaho

1.18

Lincoln Parish, Louisiana

1.18

Snohomish County, Washington

1.18

Teton County, Idaho

1.17

Kendall County, Illinois

1.17

Fayette County, Kentucky

1.17

Elk County, Pennsylvania

1.16

Martin County, Florida

1.15

Hamilton County, Indiana

1.15

Boone County, Kentucky

1.15

Union County, New Jersey

1.15

Travis County, Texas

1.15

Shelby County, Alabama

1.14

San Luis Obispo County, California

1.14

Unknown Or Undefined, Idaho

1.14

Multnomah County, Oregon

1.14

Roanoke City, Virginia

1.14

Middlesex County, Connecticut

1.13

Passaic County, New Jersey

1.13

Oklahoma County, Oklahoma

1.13

Kitsap County, Washington

1.13

Johnson County, Kansas

1.12

Craven County, North Carolina

1.12

Charlottesville City, Virginia

1.11

Lehigh County, Pennsylvania

1.1

Bell County, Texas

1.1

Chesterfield County, Virginia

1.1

East Baton Rouge Parish, Louisiana

1.09

Clackamas County, Oregon

1.09

Butte County, California

1.08

San Bernardino County, California

1.08

Solano County, California

1.08

Jackson County, Oregon

1.08

1.07

Brevard County, Florida

1.07

New Haven County, Connecticut

1.06

Gwinnett County, Georgia

1.06

Guilford County, North Carolina

1.06

Augusta County, Virginia

1.06

Lincoln County, Maine

1.05

Kent County, Michigan

1.05

Chemung County, New York

1.05

Ashtabula County, Ohio

1.05

Humboldt County, California

1.04

Lebanon County, Pennsylvania

1.04

Davidson County, Tennessee

1.04

Smith County, Texas

1.04

Whatcom County, Washington

1.04

Seminole County, Florida

1.03

Bartow County, Georgia

1.03

Volusia County, Florida

1.02

Washington County, Oregon

1.02

Fort Bend County, Texas

1.02

Alachua County, Florida

1.01

St. Joseph County, Indiana

1.01

Norfolk County, Massachusetts

1.01

Lexington County, South Carolina

1.01

Marathon County, Wisconsin

1.01

DeKalb County, Georgia

1

Polk County, Florida

0.98

St. Charles County, Missouri

0.98

Charleston County, South Carolina

0.98

Hays County, Texas

0.98

Tarrant County, Texas

0.97

Greene County, Missouri

0.96

Burlington County, New Jersey

0.96

0.95

Vanderburgh County, Indiana

0.95

Missoula County, Montana

0.94

Ventura County, California

0.92

St. Clair County, Illinois

0.91

Clay County, Missouri

0.91

0.9

0.9

Onondaga County, New York

0.9

Webster County, Missouri

0.89

New Hanover County, North Carolina

0.89

Erie County, Pennsylvania

0.89

Unknown Or Undefined, South Carolina

0.89

Wharton County, Texas

0.89

Unknown Or Undefined, Minnesota

0.87

0.87

New York County, New York

0.87

Kenosha County, Wisconsin

0.87

Gloucester County, New Jersey

0.86

Hamilton County, Ohio

0.86

Delaware County, Pennsylvania

0.86

Harris County, Texas

0.86

Tooele County, Utah

0.86

0.85

Allen County, Ohio

0.85

Montgomery County, Texas

0.85

Pima County, Arizona

0.84

Alameda County, California

0.84

Will County, Illinois

0.84

Chautauqua County, New York

0.84

Bay County, Florida

0.83

0.83

Marion County, Indiana

0.83

Santa Fe County, New Mexico

0.83

Washington County, Rhode Island

0.83

Lake County, Florida

0.82

Pasco County, Florida

0.82

Davidson County, North Carolina

0.82

Douglas County, Kansas

0.81

Montcalm County, Michigan

0.81

Franklin County, Ohio

0.81

Greenville County, South Carolina

0.81

Yakima County, Washington

0.81

Maricopa County, Arizona

0.8

Unknown Or Undefined, Illinois

0.8

Oxford County, Maine

0.8

Carroll County, Maryland

0.8

Lewis and Clark County, Montana

0.8

Tulsa County, Oklahoma

0.8

Washington County, Arkansas

0.79

Sonoma County, California

0.79

Campbell County, Kentucky

0.79

Penobscot County, Maine

0.78

Middlesex County, Massachusetts

0.78

Winnebago County, Illinois

0.77

Hancock County, Maine

0.77

Calhoun County, Michigan

0.77

Saginaw County, Michigan

0.77

Unknown Or Undefined, Oklahoma

0.77

0.76

Ouachita Parish, Louisiana

0.76

El Paso County, Texas

0.76

Black Hawk County, Iowa

0.75

Hennepin County, Minnesota

0.75

Sussex County, New Jersey

0.75

Catawba County, North Carolina

0.75

Wayne County, Pennsylvania

0.75

Rockingham County, Virginia

0.75

Monroe County, Indiana

0.74

Freeborn County, Minnesota

0.74

Camden County, New Jersey

0.74

McHenry County, Illinois

0.73

Story County, Iowa

0.73

Ottawa County, Michigan

0.73

McLennan County, Texas

0.73

0.72

Jefferson County, Kentucky

0.72

0.72

0.71

Rockingham County, New Hampshire

0.71

Mecklenburg County, North Carolina

0.71

Lucas County, Ohio

0.71

Bryan County, Oklahoma

0.71

Luzerne County, Pennsylvania

0.71

0.7

Warren County, New Jersey

0.7

Calcasieu Parish, Louisiana

0.69

Polk County, Missouri

0.69

Yellowstone County, Montana

0.69

Forsyth County, North Carolina

0.69

Bexar County, Texas

0.68

Orleans Parish, Louisiana

0.67

Livingston County, Michigan

0.67

Ramsey County, Minnesota

0.67

Dutchess County, New York

0.67

Butler County, Ohio

0.67

Dallas County, Texas

0.67

St. Mary Parish, Louisiana

0.66

Schoharie County, New York

0.66

Chester County, South Carolina

0.66

Allegheny County, Pennsylvania

0.65

Midland County, Texas

0.65

Wasatch County, Utah

0.65

Greene County, Arkansas

0.64

Franklin County, Kentucky

0.64

Harford County, Maryland

0.64

Lackawanna County, Pennsylvania

0.64

Susquehanna County, Pennsylvania

0.64

La Crosse County, Wisconsin

0.64

Linn County, Iowa

0.63

Anne Arundel County, Maryland

0.63

Barry County, Michigan

0.63

Cuyahoga County, Ohio

0.63

Horry County, South Carolina

0.63

Hidalgo County, Texas

0.63

Iroquois County, Illinois

0.62

Plymouth County, Massachusetts

0.62

Cape Girardeau County, Missouri

0.62

St. Louis City, Missouri

0.62

Wood County, Ohio

0.62

Chester County, Pennsylvania

0.62

Westmoreland County, Pennsylvania

0.62

Charlotte County, Florida

0.61

Mahoning County, Ohio

0.61

Berks County, Pennsylvania

0.61

Palm Beach County, Florida

0.6

Honolulu County, Hawaii

0.6

Grand Traverse County, Michigan

0.6

Rogers County, Oklahoma

0.6

Ellis County, Texas

0.6

Henrico County, Virginia

0.6

Pierce County, Washington

0.6

Lewis County, West Virginia

0.6

Bayamon Municipio, Puerto Rico

0.6

Calhoun County, Alabama

0.59

Duval County, Florida

0.59

Hall County, Georgia

0.59

Nueces County, Texas

0.59

Danville City, Virginia

0.59

Unknown Or Undefined, California

0.58

Broward County, Florida

0.58

Lake County, Indiana

0.58

Wayne County, Michigan

0.58

Buncombe County, North Carolina

0.58

Coos County, Oregon

0.58

Hood County, Texas

0.58

Washington County, Wisconsin

0.58

Shasta County, California

0.57

Fairfield County, Connecticut

0.57

Clay County, Florida

0.57

Manatee County, Florida

0.57

Hartford County, Connecticut

0.56

Livingston Parish, Louisiana

0.56

Marion County, Oregon

0.56

Lee County, Florida

0.55

0.55

Tompkins County, New York

0.55

Genesee County, Michigan

0.54

0.54

Cleveland County, Oklahoma

0.54

Porter County, Indiana

0.53

Aitkin County, Minnesota

0.53

San Juan County, New Mexico

0.53

Summit County, Utah

0.53

St. Lucie County, Florida

0.52

St. Tammany Parish, Louisiana

0.52

Worcester County, Massachusetts

0.52

Middlesex County, New Jersey

0.52

Rutherford County, North Carolina

0.52

Hillsborough County, Florida

0.51

Prince George's County, Maryland

0.51

San Juan Municipio, Puerto Rico

0.51

Somerset County, Maine

0.5

Butler County, Pennsylvania

0.5

Clark County, Washington

0.5

Iberia Parish, Louisiana

0.49

Knox County, Maine

0.49

Monmouth County, New Jersey

0.49

Cass County, North Dakota

0.49

Montgomery County, Ohio

0.49

New London County, Connecticut

0.48

Escambia County, Florida

0.48

Nassau County, New York

0.48

Pitt County, North Carolina

0.48

0.48

Rockwall County, Texas

0.48

Lewis County, Washington

0.48

Spokane County, Washington

0.48

Thurston County, Washington

0.48

Bossier Parish, Louisiana

0.47

Terrebonne Parish, Louisiana

0.47

Lawrence County, South Dakota

0.47

St. Johns County, Florida

0.46

Fayette County, Georgia

0.46

Lawrence County, Indiana

0.46

Stearns County, Minnesota

0.46

Jackson County, Missouri

0.46

Hudson County, New Jersey

0.46

Collin County, Texas

0.46

Salem City, Virginia

0.46

0.45

Forsyth County, Georgia

0.45

Albany County, New York

0.45

Crawford County, Pennsylvania

0.45

Roanoke County, Virginia

0.45

Natrona County, Wyoming

0.45

0.44

0.44

LaPorte County, Indiana

0.44

Wasco County, Oregon

0.44

Williamson County, Texas

0.44

Frederick County, Maryland

0.43

Berrien County, Michigan

0.43

Ocean County, New Jersey

0.43

Rensselaer County, New York

0.43

Clinton County, Ohio

0.43

Outagamie County, Wisconsin

0.43

Cherokee County, Georgia

0.42

Whitfield County, Georgia

0.42

0.42

Dodge County, Minnesota

0.42

Essex County, New Jersey

0.42

Bronx County, New York

0.42

Trumbull County, Ohio

0.42

Sacramento County, California

0.41

Howard County, Maryland

0.41

Baltimore City, Maryland

0.41

St. Louis County, Missouri

0.41

Cumberland County, Pennsylvania

0.41

Mercer County, Pennsylvania

0.41

Lubbock County, Texas

0.41

Santa Clara County, California

0.4

Fulton County, Georgia

0.4

Baltimore County, Maryland

0.4

Olmsted County, Minnesota

0.4

Monroe County, New York

0.4

Henderson County, Texas

0.4

Charlevoix County, Michigan

0.39

Le Sueur County, Minnesota

0.39

Dona Ana County, New Mexico

0.39

Unknown Or Undefined, New Mexico

0.39

Oneida County, New York

0.39

0.39

Knox County, Tennessee

0.39

Fauquier County, Virginia

0.39

Chesapeake City, Virginia

0.39

Dunn County, Wisconsin

0.39

Fresno County, California

0.38

Okaloosa County, Florida

0.38

Orange County, Florida

0.38

Hardin County, Kentucky

0.38

Warren County, Kentucky

0.38

Muskogee County, Oklahoma

0.38

Taylor County, Texas

0.38

Dane County, Wisconsin

0.38

Sawyer County, Wisconsin

0.38

Polk County, Iowa

0.37

Jefferson Parish, Louisiana

0.37

Burleigh County, North Dakota

0.37

San Joaquin County, California

0.36

Clarke County, Georgia

0.36

Sangamon County, Illinois

0.36

Hendricks County, Indiana

0.36

Tippecanoe County, Indiana

0.36

Scott County, Iowa

0.36

Perry County, Missouri

0.36

Potter County, Texas

0.36

Johnson County, Arkansas

0.35

0.35

Shelby County, Tennessee

0.35

Stanislaus County, California

0.34

Unknown Or Undefined, Florida

0.34

Placer County, California

0.33

Jackson County, Michigan

0.33

Warren County, New York

0.33

Contra Costa County, California

0.32

Cobb County, Georgia

0.32

Buena Vista County, Iowa

0.32

Cumberland County, Maine

0.32

0.32

Sumter County, South Carolina

0.32

Monterey County, California

0.31

0.31

Parker County, Texas

0.31

Osceola County, Florida

0.3

Ingham County, Michigan

0.3

Marquette County, Michigan

0.3

Somerset County, New Jersey

0.3

Williamson County, Tennessee

0.3

San Mateo County, California

0.29

Marion County, Florida

0.29

Washington County, Pennsylvania

0.29

Brazos County, Texas

0.29

Prince William County, Virginia

0.29

Hopkins County, Kentucky

0.28

St. Mary's County, Maryland

0.28

0.28

Wake County, North Carolina

0.28

Franklin County, Pennsylvania

0.28

Walker County, Alabama

0.27

San Francisco County, California

0.27

Yolo County, California

0.27

Eaton County, Michigan

0.27

Hinds County, Mississippi

0.27

Henderson County, North Carolina

0.27

Comanche County, Oklahoma

0.27

Faulkner County, Arkansas

0.26

Coweta County, Georgia

0.26

0.25

Ionia County, Michigan

0.25

Durham County, North Carolina

0.25

0.24

Bonneville County, Idaho

0.24

Harrison County, Mississippi

0.24

Richmond County, New York

0.24

Rockland County, New York

0.24

Steuben County, New York

0.24

Orange County, North Carolina

0.24

0.24

Mobile County, Alabama

0.23

Santa Rosa County, Florida

0.23

0.23

Onslow County, North Carolina

0.23

Unknown Or Undefined, Virginia

0.23

Chatham County, Georgia

0.22

Vigo County, Indiana

0.22

Monroe County, Michigan

0.22

Richmond City, Virginia

0.22

Hawaii County, Hawaii

0.21

St. Louis County, Minnesota

0.21

Loudoun County, Virginia

0.21

Montgomery County, Alabama

0.2

Broome County, New York

0.2

Cameron County, Texas

0.2

Alexandria City, Virginia

0.2

Garland County, Arkansas

0.19

Kern County, California

0.19

Auglaize County, Ohio

0.19

Beaufort County, South Carolina

0.19

Jefferson County, Texas

0.19

Wichita County, Texas

0.19

Franklin County, Washington

0.19

0.18

0.18

Floyd County, Georgia

0.18

Cumberland County, North Carolina

0.18

Polk County, Oregon

0.18

Marin County, California

0.17

Rockdale County, Georgia

0.17

Barnstable County, Massachusetts

0.17

Bay County, Michigan

0.17

Richland County, Ohio

0.17

Fairfax County, Virginia

0.17

Tulare County, California

0.16

Leon County, Florida

0.16

Hunterdon County, New Jersey

0.16

Montgomery County, Tennessee

0.16

Brown County, Texas

0.16

Randall County, Texas

0.15

Manassas City, Virginia

0.15

0.14

Kenton County, Kentucky

0.14

Laramie County, Wyoming

0.14

Mendocino County, California

0.13

Kennebec County, Maine

0.13

Lenawee County, Michigan

0.13

Moore County, North Carolina

0.13

0.13

Shawnee County, Kansas

0.12

Cheshire County, New Hampshire

0.12

Dauphin County, Pennsylvania

0.12

Napa County, California

0.11

Houston County, Georgia

0.11

Kosciusko County, Indiana

0.11

Montgomery County, Maryland

0.11

Wicomico County, Maryland

0.11

Jackson County, Mississippi

0.11

Mercer County, New Jersey

0.11

Unknown Or Undefined, Tennessee

0.11

Unknown Or Undefined, Texas

0.11

Norfolk City, Virginia

0.11

Benton County, Washington

0.11

Atlantic County, New Jersey

0.09

Unknown Or Undefined, North Carolina

0.09

Frederick County, Virginia

0.09

Unknown Or Undefined, Alabama

0.08

Sumter County, Florida

0.08

Peoria County, Illinois

0.07

Aroostook County, Maine

0.07

Unknown Or Undefined, Georgia

0.06

Boone County, Missouri

0.06

Oconee County, South Carolina

0.06

Unknown Or Undefined, Ohio

0.05

Unknown Or Undefined, Missouri

0.04

Unknown Or Undefined, New York

0.04

Arlington County, Virginia

0.04

Unknown Or Undefined, Indiana

0.03

Unknown Or Undefined, Maryland

0.03

Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

Table 2. Occupations in which the other miscellaneous manufacturing industry is a large employer, 2015
Occupation Percent of occupation in other miscellaneous manufacturing Total employment Employment in other miscellaneous manufacturing
Jewelers and precious stone and metal workers 28.3 25,270 7,160
Etchers and engravers 15.8 9,490 1,500
Painting, coating, and decorating workers 14.3 16,020 2,290
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

View Chart Data

Chart 4. Areas with the highest location quotients for jewelers and precious stone and metal workers, 2015
Area Location quotient

North and West Central New Mexico nonmetropolitan area

11.44

Rapid City, South Dakota

8.79

Providence-Warwick, RI-MA

8.31

Southern Vermont nonmetropolitan area

6.93

New York-Jersey City-White Plains, NY-NJ Metropolitan Division

4.75

Sebastian-Vero Beach, Florida

3.70

Santa Fe, New Mexico

3.48

Albuquerque, New Mexico

2.63

Southeast Minnesota nonmetropolitan area

2.42

Santa Cruz-Watsonville, California

2.40
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

District 2

Rock quarrying

Note: The North American Industry Classification System groups this industry under “nonmetallic mineral mining and quarrying.”

View Chart Data

Chart 5. Counties with the highest location quotients in the nonmetallic mineral mining and quarrying industry, 2015
County Location quotient

Talbot County, Georgia

180.39

Big Horn County, Wyoming

176.27

Johnston County, Oklahoma

98.39

Oglethorpe County, Georgia

83.77

Iron County, Missouri

71.67

Eddy County, New Mexico

69.52

Ste. Genevieve County, Missouri

62.96

Susquehanna County, Pennsylvania

58.27

Elbert County, Georgia

51.89

San Saba County, Texas

37.6
Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

View Chart Data

Map 3. Location quotients by county for the nonmetallic mining and quarrying industry, 2015
County Location quotient

Talbot County, Georgia

180.39

Big Horn County, Wyoming

176.27

Johnston County, Oklahoma

98.39

Oglethorpe County, Georgia

83.77

Iron County, Missouri

71.67

Eddy County, New Mexico

69.52

Ste. Genevieve County, Missouri

62.96

Susquehanna County, Pennsylvania

58.27

Elbert County, Georgia

51.89

San Saba County, Texas

37.6

Eddy County, North Dakota

34.96

Juab County, Utah

34.37

Jackson County, Wisconsin

33.81

Hood County, Texas

31.4

29.96

Sevier County, Utah

28.68

Juana Diaz Municipio, Puerto Rico

26.42

King William County, Virginia

24.52

Weakley County, Tennessee

21.3

20.88

Rutland County, Vermont

19.51

Le Flore County, Oklahoma

19.5

Cassia County, Idaho

19.2

Calumet County, Wisconsin

18.71

Chippewa County, Wisconsin

18.65

Logan County, Arkansas

17.99

17.29

16.54

Meigs County, Ohio

15.03

Copiah County, Mississippi

14.34

Washakie County, Wyoming

14.08

Essex County, New York

13.86

Clark County, Illinois

13.77

Franklin County, Alabama

13.72

Barron County, Wisconsin

13.5

Lawrence County, Arkansas

13.46

Worth County, Iowa

13.26

Comal County, Texas

13.26

Delaware County, New York

13.07

East Feliciana Parish, Louisiana

12.86

Lincoln County, Missouri

12.4

Murray County, Minnesota

12.19

Washington County, New York

11.31

Marshall County, Illinois

10.47

10.32

Grant County, South Dakota

10.32

Montgomery County, Missouri

10.29

Autauga County, Alabama

10.25

Benton County, Tennessee

10.01

Fayette County, Texas

9.88

Sanilac County, Michigan

9.53

9.11

Franklin County, Tennessee

8.97

Hill County, Texas

8.89

McDowell County, North Carolina

8.88

Ward County, North Dakota

8.82

Pacific County, Washington

8.67

8.64

Armstrong County, Pennsylvania

8.56

Jackson County, Florida

8.46

Kanabec County, Minnesota

8.16

Fayette County, Pennsylvania

8.05

Millard County, Utah

8.04

Miami County, Indiana

7.7

Lewis County, Washington

7.66

Taos County, New Mexico

7.46

Osage County, Missouri

7.28

Polk County, Wisconsin

6.89

Wise County, Texas

6.78

Culpeper County, Virginia

6.47

6.34

Callaway County, Missouri

6.25

Lapeer County, Michigan

6.11

Rowan County, North Carolina

6.03

Livingston Parish, Louisiana

6

6

Sullivan County, New York

5.89

Ouachita County, Arkansas

5.82

Liberty County, Texas

5.82

Baxter County, Arkansas

5.76

5.69

Shelby County, Indiana

5.63

Becker County, Minnesota

5.62

Muskingum County, Ohio

5.56

Burnet County, Texas

5.55

Levy County, Florida

5.54

5.48

San Patricio County, Texas

5.45

Franklin County, Indiana

5.3

Webster County, Missouri

5.24

Parker County, Texas

5.16

Gallatin County, Montana

5.11

Monroe County, Indiana

5.07

Morgan County, Indiana

5.04

Fond Du Lac County, Wisconsin

5.04

Orleans County, New York

4.97

Potter County, Pennsylvania

4.96

Wagoner County, Oklahoma

4.92

Cecil County, Maryland

4.53

Sanpete County, Utah

4.52

Iosco County, Michigan

4.51

Warren County, New York

4.47

Cabo Rojo Municipio, Puerto Rico

4.4

Jefferson County, Missouri

4.32

Gillespie County, Texas

4.22

Love County, Oklahoma

4.19

Duchesne County, Utah

4.17

Sandoval County, New Mexico

4.14

Sussex County, New Jersey

4.13

Lawrence County, Pennsylvania

4.04

Logan County, West Virginia

4.03

DeKalb County, Indiana

3.96

Ripley County, Indiana

3.89

Greene County, Georgia

3.75

Navajo County, Arizona

3.72

Sioux County, Iowa

3.66

Yamhill County, Oregon

3.58

Greene County, Indiana

3.55

Mercer County, North Dakota

3.53

Bureau County, Illinois

3.49

Cumberland County, New Jersey

3.48

West Feliciana Parish, Louisiana

3.44

Medina County, Texas

3.43

Cattaraugus County, New York

3.38

Bell County, Texas

3.38

Chippewa County, Michigan

3.36

Belmont County, Ohio

3.36

Lee County, North Carolina

3.28

Allamakee County, Iowa

3.26

Herkimer County, New York

3.24

Suwannee County, Florida

3.14

3.04

Barry County, Missouri

3.02

2.98

Polk County, Minnesota

2.98

McDuffie County, Georgia

2.95

Atascosa County, Texas

2.86

Oswego County, New York

2.83

Dutchess County, New York

2.79

Russell County, Alabama

2.74

Meeker County, Minnesota

2.73

Logan County, Ohio

2.69

Howard County, Texas

2.62

2.59

Washington County, Rhode Island

2.56

Kay County, Oklahoma

2.53

Scott County, Minnesota

2.5

Steuben County, New York

2.49

Pembina County, North Dakota

2.48

2.47

Windsor County, Vermont

2.46

2.45

Ulster County, New York

2.4

2.38

Franklin County, Vermont

2.37

Franklin County, Missouri

2.36

Rice County, Minnesota

2.32

Putnam County, Tennessee

2.31

Gila County, Arizona

2.27

Butler County, Pennsylvania

2.26

Yavapai County, Arizona

2.17

Orange County, Vermont

2.17

2.12

McLennan County, Texas

2.1

Litchfield County, Connecticut

2.09

Cape Girardeau County, Missouri

2.08

Oneida County, New York

2.06

Marathon County, Wisconsin

2.03

St. Lawrence County, New York

1.93

Berrien County, Michigan

1.9

Hamilton County, Indiana

1.84

Beaver County, Pennsylvania

1.82

Waukesha County, Wisconsin

1.82

Montgomery County, Texas

1.8

Craven County, North Carolina

1.78

Forsyth County, Georgia

1.77

Monroe County, Pennsylvania

1.75

Ellis County, Texas

1.73

Santa Fe County, New Mexico

1.72

Portage County, Ohio

1.72

Potter County, Texas

1.72

Westmoreland County, Pennsylvania

1.71

Smith County, Texas

1.71

York County, Maine

1.69

Etowah County, Alabama

1.68

Guaynabo Municipio, Puerto Rico

1.66

Wilson County, Tennessee

1.65

Yellowstone County, Montana

1.63

Augusta County, Virginia

1.63

Lee County, Alabama

1.61

Taney County, Missouri

1.61

Mercer County, Pennsylvania

1.59

1.58

Cole County, Missouri

1.57

Mohave County, Arizona

1.53

Whitfield County, Georgia

1.53

Luzerne County, Pennsylvania

1.52

Lexington County, South Carolina

1.49

1.46

Rock Island County, Illinois

1.44

Otter Tail County, Minnesota

1.37

Lee County, Florida

1.36

Eaton County, Michigan

1.35

Washington County, Minnesota

1.33

Grafton County, New Hampshire

1.33

Will County, Illinois

1.32

Washington County, Oregon

1.32

Phelps County, Missouri

1.3

Linn County, Iowa

1.25

Wayne County, Michigan

1.2

Cowley County, Kansas

1.19

Monterey County, California

1.17

Wayne County, Indiana

1.13

Wayne County, Ohio

1.13

Tuscaloosa County, Alabama

1.12

Shawnee County, Kansas

1.1

Buncombe County, North Carolina

1.09

Salt Lake County, Utah

1.06

Nueces County, Texas

1.05

Marion County, Florida

1.04

Oxford County, Maine

1.01

Benton County, Oregon

1.01

Butte County, California

0.97

Clay County, Missouri

0.91

Pinal County, Arizona

0.9

0.9

Ector County, Texas

0.9

San Bernardino County, California

0.88

Unknown Or Undefined, Idaho

0.88

0.88

Worcester County, Massachusetts

0.87

Pierce County, Washington

0.86

Cochise County, Arizona

0.84

Ponce Municipio, Puerto Rico

0.84

Umatilla County, Oregon

0.83

Clearfield County, Pennsylvania

0.82

Skagit County, Washington

0.82

0.8

New Haven County, Connecticut

0.8

Allen County, Indiana

0.8

New London County, Connecticut

0.78

Steuben County, Indiana

0.78

Gloucester County, New Jersey

0.78

Broome County, New York

0.78

Boone County, Missouri

0.77

Midland County, Texas

0.77

Snohomish County, Washington

0.75

0.74

Lafayette Parish, Louisiana

0.74

Taylor County, Texas

0.73

Pasco County, Florida

0.72

Livingston County, Michigan

0.71

Honolulu County, Hawaii

0.7

Allegan County, Michigan

0.69

Allegheny County, Pennsylvania

0.68

Chester County, Pennsylvania

0.68

Chittenden County, Vermont

0.68

Brown County, Wisconsin

0.66

Peoria County, Illinois

0.65

Hawaii County, Hawaii

0.64

McHenry County, Illinois

0.64

Fresno County, California

0.62

Lackawanna County, Pennsylvania

0.62

Riverside County, California

0.61

Hampden County, Massachusetts

0.6

Jefferson County, Alabama

0.59

Northampton County, Pennsylvania

0.59

Cuyahoga County, Ohio

0.58

Fort Bend County, Texas

0.58

0.56

Lubbock County, Texas

0.56

Erie County, Pennsylvania

0.55

Harris County, Texas

0.55

Racine County, Wisconsin

0.54

0.52

Knox County, Indiana

0.52

Plymouth County, Massachusetts

0.52

0.52

St. Lucie County, Florida

0.5

Pennington County, South Dakota

0.5

Erie County, New York

0.48

San Joaquin County, California

0.45

Rockingham County, New Hampshire

0.45

Delaware County, Pennsylvania

0.45

Stark County, Ohio

0.44

Tarrant County, Texas

0.43

Johnson County, Kansas

0.42

Jefferson County, Kentucky

0.42

Hennepin County, Minnesota

0.41

Hamilton County, Ohio

0.41

Montgomery County, Pennsylvania

0.39

Monroe County, New York

0.38

Unknown Or Undefined, Georgia

0.37

Middlesex County, Massachusetts

0.37

Warren County, Ohio

0.37

Bexar County, Texas

0.37

El Paso County, Texas

0.35

Hillsborough County, New Hampshire

0.33

Utah County, Utah

0.33

Alameda County, California

0.32

Tazewell County, Illinois

0.32

Linn County, Oregon

0.32

Olmsted County, Minnesota

0.29

Cheshire County, New Hampshire

0.29

Montgomery County, Alabama

0.28

0.27

Baltimore County, Maryland

0.27

0.25

Contra Costa County, California

0.24

Jackson County, Missouri

0.2

Travis County, Texas

0.2

Norfolk County, Massachusetts

0.18

Macomb County, Michigan

0.18

Orange County, Florida

0.17

St. Louis County, Minnesota

0.17

Genesee County, Michigan

0.16

Palm Beach County, Florida

0.14

Greenville County, South Carolina

0.14

Los Angeles County, California

0.12

Milwaukee County, Wisconsin

0.11

Middlesex County, New Jersey

0.06

Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

Table 3. Occupations in which the nonmetallic mineral mining and quarrying industry is the largest employer, 2015
Occupation Percent of occupation in nonmetallic mineral mining and quarrying Total employment Employment in nonmetallic mineral mining and quarrying
Rock splitters, quarry 80.5 3,790 3,050
Dredge operators 46.5 1,850 860
Crushing, grinding, and polishing machine setters, operators, and tenders 12.2 31,140 3,800
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

View Chart Data

Chart 6. Areas with the highest location quotients for quarry rock splitters, 2015
Area Location Quotient

West Montana nonmetropolitan area

67.76

Northern Pennsylvania nonmetropolitan area

49.43

Prescott, Arizona

46.03

30.27

Athens-Clarke County, Georgia

24.84

Mountain North Carolina nonmetropolitan area

23.34

Fort Smith, AR-OK

12.69

Killeen-Temple, Texas

11.57

Washington-Arlington-Alexandria, DC-VA-MD-WV Metropolitan Division

1.55
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

District 3

Electronic goods manufacturing

Note: The North American Industry Classification System groups this industry under “computer and electronic product manufacturing.”

View Chart Data

Chart 7. Counties with the highest location quotients in the computer and electronic product manufacturing industry, 2015
County Location quotient

Santa Clara County, California

14.37

Washington County, Oregon

13.42

Waseca County, Minnesota

10.93

Huntington County, Indiana

9.12

Carver County, Minnesota

8.87

Winona County, Minnesota

8.27

Brevard County, Florida

8.1

Chippewa County, Minnesota

8

7.71

Dutchess County, New York

7.65
Source: U.S. Bureau of Labor Statistics, Quarterly Census on Employment and Wages.

View Chart Data

Map 4. Location quotients by county for the computer and electronic product manufacturing industry, 2015
County Location quotient

Santa Clara County, California

14.37

Washington County, Oregon

13.42

Waseca County, Minnesota

10.93

Huntington County, Indiana

9.12

Carver County, Minnesota

8.87

Winona County, Minnesota

8.27

Brevard County, Florida

8.1

Chippewa County, Minnesota

8

7.71

Dutchess County, New York

7.65

Chippewa County, Wisconsin

7.01

Hillsborough County, New Hampshire

6.94

Durham County, North Carolina

6.87

6.29

Benton County, Oregon

6.13

Ottawa County, Michigan

6.1

5.82

Anoka County, Minnesota

5.77

5.69

Wayne County, New York

5.55

5.53

Chittenden County, Vermont

5.27

Williamson County, Texas

5.18

Middlesex County, Massachusetts

5.05

Fairfield County, South Carolina

4.75

Broome County, New York

4.7

Collin County, Texas

4.6

Travis County, Texas

4.37

Palo Pinto County, Texas

4.35

Newport County, Rhode Island

4.04

Centre County, Pennsylvania

3.82

3.76

Scott County, Minnesota

3.7

Cache County, Utah

3.54

Ontario County, New York

3.51

3.4

Essex County, Massachusetts

3.22

3.12

Alameda County, California

3.09

Alcorn County, Mississippi

3.07

Burlington County, New Jersey

3.06

Forsyth County, Georgia

3.05

McLennan County, Texas

3.04

Unknown Or Undefined, Idaho

3.02

Loudoun County, Virginia

3

Charlevoix County, Michigan

2.99

Clackamas County, Oregon

2.94

Orange County, California

2.9

Ramsey County, Minnesota

2.9

Wake County, North Carolina

2.85

Ogle County, Illinois

2.84

Clark County, Washington

2.81

Canyon County, Idaho

2.79

Placer County, California

2.72

Pickens County, South Carolina

2.64

Snohomish County, Washington

2.61

Tolland County, Connecticut

2.6

Waukesha County, Wisconsin

2.58

Butler County, Pennsylvania

2.5

Neosho County, Kansas

2.48

Belknap County, New Hampshire

2.48

Monroe County, New York

2.48

Pinellas County, Florida

2.46

Hennepin County, Minnesota

2.46

San Diego County, California

2.43

Warren County, Ohio

2.33

Santa Barbara County, California

2.3

Ventura County, California

2.3

Greenbrier County, West Virginia

2.3

Dakota County, Minnesota

2.29

Albemarle County, Virginia

2.25

Worcester County, Massachusetts

2.22

Allen County, Indiana

2.19

Maricopa County, Arizona

2.14

San Benito County, California

2.11

Onondaga County, New York

2.04

1.99

San Mateo County, California

1.99

Washington County, New York

1.99

Fayette County, Georgia

1.98

Roanoke County, Virginia

1.97

Isanti County, Minnesota

1.96

Suffolk County, New York

1.96

Sonoma County, California

1.94

Strafford County, New Hampshire

1.94

Rockingham County, New Hampshire

1.92

Tompkins County, New York

1.9

Gwinnett County, Georgia

1.86

1.85

Dallas County, Texas

1.75

Santa Cruz County, California

1.74

Walworth County, Wisconsin

1.72

Whitman County, Washington

1.69

Anderson County, Tennessee

1.68

1.67

Lake County, Ohio

1.67

Fayette County, Kentucky

1.66

Chemung County, New York

1.64

Utah County, Utah

1.64

Marion County, Florida

1.63

Fayette County, Pennsylvania

1.61

Norfolk County, Massachusetts

1.6

Grafton County, New Hampshire

1.59

Lake County, Illinois

1.58

Chester County, Pennsylvania

1.57

1.55

1.54

Salt Lake County, Utah

1.54

Passaic County, New Jersey

1.53

1.51

Montgomery County, Maryland

1.5

DeKalb County, Illinois

1.48

Bedford County, Virginia

1.47

New Haven County, Connecticut

1.46

DuPage County, Illinois

1.42

Litchfield County, Connecticut

1.41

Johnson County, Indiana

1.41

Wicomico County, Maryland

1.4

Jefferson County, Wisconsin

1.4

Fort Bend County, Texas

1.37

Eau Claire County, Wisconsin

1.35

Niagara County, New York

1.34

Portage County, Ohio

1.34

Harford County, Maryland

1.29

Oneida County, New York

1.28

Bernalillo County, New Mexico

1.27

Milwaukee County, Wisconsin

1.27

New Castle County, Delaware

1.25

Williams County, Ohio

1.25

Payne County, Oklahoma

1.25

Blue Earth County, Minnesota

1.23

Westmoreland County, Pennsylvania

1.23

Volusia County, Florida

1.22

Los Angeles County, California

1.18

Nash County, North Carolina

1.17

Bucks County, Pennsylvania

1.15

Jackson County, Missouri

1.14

Josephine County, Oregon

1.13

Bergen County, New Jersey

1.12

Westchester County, New York

1.12

Outagamie County, Wisconsin

1.12

Kootenai County, Idaho

1.11

Boone County, Missouri

1.11

Kent County, Rhode Island

1.11

Fairfield County, Connecticut

1.1

Morris County, New Jersey

1.1

Delaware County, Ohio

1.1

Unknown Or Undefined, California

1.09

Bristol County, Massachusetts

1.07

Montgomery County, Pennsylvania

1.07

McHenry County, Illinois

1.06

Otsego County, New York

1.06

Guilford County, North Carolina

1.06

Kent County, Michigan

1.05

Elkhart County, Indiana

1.04

Erie County, Pennsylvania

1.04

Cattaraugus County, New York

1.03

Sedgwick County, Kansas

1.02

Montgomery County, Ohio

1.02

Martin County, Florida

1.01

Camden County, New Jersey

1.01

Middlesex County, Connecticut

1

Washington County, Tennessee

1

Cayuga County, New York

0.99

Somerset County, New Jersey

0.97

Hampton City, Virginia

0.97

Barnstable County, Massachusetts

0.96

Bartow County, Georgia

0.95

Kane County, Illinois

0.95

Cambria County, Pennsylvania

0.95

Cumberland County, Maine

0.93

Cass County, North Dakota

0.92

Washington County, Pennsylvania

0.92

Plymouth County, Massachusetts

0.91

Otter Tail County, Minnesota

0.91

Buncombe County, North Carolina

0.91

Johnson County, Kansas

0.9

Geauga County, Ohio

0.9

Denton County, Texas

0.88

Pima County, Arizona

0.87

Howard County, Maryland

0.87

St. Charles County, Missouri

0.87

Dane County, Wisconsin

0.87

Catawba County, North Carolina

0.85

Washington County, Utah

0.85

King County, Washington

0.85

0.84

0.84

Gregg County, Texas

0.84

Mille Lacs County, Minnesota

0.83

Lexington County, South Carolina

0.83

Saginaw County, Michigan

0.82

Kenosha County, Wisconsin

0.82

Chenango County, New York

0.81

Union County, North Carolina

0.81

Seminole County, Florida

0.8

Allegheny County, Pennsylvania

0.8

Will County, Illinois

0.79

Cuyahoga County, Ohio

0.79

Greene County, Ohio

0.78

Harris County, Texas

0.78

Hampshire County, Massachusetts

0.77

Rensselaer County, New York

0.77

Allegan County, Michigan

0.76

Merrimack County, New Hampshire

0.75

Lynchburg City, Virginia

0.75

Washtenaw County, Michigan

0.74

Waller County, Texas

0.74

Spokane County, Washington

0.73

Monmouth County, New Jersey

0.72

Greenville County, South Carolina

0.72

Racine County, Wisconsin

0.71

0.7

Miami County, Ohio

0.7

Cleveland County, Oklahoma

0.7

Dona Ana County, New Mexico

0.69

Erie County, New York

0.69

Jefferson County, Texas

0.69

Kenton County, Kentucky

0.68

Rice County, Minnesota

0.68

Summit County, Ohio

0.68

Grand Traverse County, Michigan

0.66

0.65

York County, Maine

0.65

Lehigh County, Pennsylvania

0.65

Washington County, Rhode Island

0.65

Greene County, Missouri

0.64

Middlesex County, New Jersey

0.64

Brazoria County, Texas

0.64

Grant County, Wisconsin

0.64

Gloucester County, New Jersey

0.63

York County, Pennsylvania

0.63

0.62

Hartford County, Connecticut

0.62

Franklin County, Missouri

0.62

Forsyth County, North Carolina

0.62

Multnomah County, Oregon

0.61

Orange County, Florida

0.6

Knox County, Tennessee

0.6

Contra Costa County, California

0.59

LaSalle County, Illinois

0.59

Winnebago County, Illinois

0.59

0.59

Tulsa County, Oklahoma

0.59

Unknown Or Undefined, South Carolina

0.59

Minnehaha County, South Dakota

0.59

Charlottesville City, Virginia

0.59

Sacramento County, California

0.58

Crow Wing County, Minnesota

0.58

Gallatin County, Montana

0.58

Butler County, Ohio

0.58

Jackson County, Oregon

0.58

Okaloosa County, Florida

0.57

Howard County, Indiana

0.57

Lafayette Parish, Louisiana

0.57

0.56

Unknown Or Undefined, Illinois

0.56

Washington County, Arkansas

0.55

Rowan County, North Carolina

0.55

Marion County, Oregon

0.55

Dauphin County, Pennsylvania

0.55

Ascension Parish, Louisiana

0.54

Hood River County, Oregon

0.54

Northampton County, Pennsylvania

0.54

Hays County, Texas

0.54

Yavapai County, Arizona

0.53

Riverside County, California

0.53

Frederick County, Maryland

0.53

Steuben County, New York

0.53

Yolo County, California

0.52

Cook County, Illinois

0.52

Mercer County, New Jersey

0.52

Lane County, Oregon

0.52

Providence County, Rhode Island

0.52

Weber County, Utah

0.52

San Francisco County, California

0.51

Marion County, Indiana

0.51

Lancaster County, Pennsylvania

0.51

Mercer County, Pennsylvania

0.51

Montgomery County, Texas

0.51

Broward County, Florida

0.5

St. Joseph County, Indiana

0.5

Warren County, New Jersey

0.5

Deschutes County, Oregon

0.5

Unknown Or Undefined, Arizona

0.49

0.49

Windham County, Connecticut

0.49

Unknown Or Undefined, Michigan

0.49

Berks County, Pennsylvania

0.49

Bastrop County, Texas

0.49

Palm Beach County, Florida

0.48

Sarasota County, Florida

0.48

Hamilton County, Indiana

0.48

Washington County, Minnesota

0.48

Davidson County, North Carolina

0.48

Wayne County, Ohio

0.48

Linn County, Oregon

0.48

Hampden County, Massachusetts

0.47

Oakland County, Michigan

0.47

Cumberland County, Pennsylvania

0.47

St. Croix County, Wisconsin

0.47

Nassau County, New York

0.46

Alachua County, Florida

0.45

St. Louis County, Missouri

0.45

Tippecanoe County, Indiana

0.44

St. Louis County, Minnesota

0.43

Essex County, New Jersey

0.43

Mecklenburg County, North Carolina

0.43

Ozaukee County, Wisconsin

0.43

Manatee County, Florida

0.41

Unknown Or Undefined, Florida

0.41

Brazos County, Texas

0.41

Whatcom County, Washington

0.41

Albany County, Wyoming

0.4

Fresno County, California

0.39

Jefferson Parish, Louisiana

0.39

0.39

Rockingham County, Virginia

0.39

Tuolumne County, California

0.38

Columbia County, New York

0.38

Johnson County, Texas

0.38

Morgan County, Alabama

0.37

Polk County, Iowa

0.37

Wayne County, Michigan

0.37

Rockland County, New York

0.37

Monterey County, California

0.36

New London County, Connecticut

0.36

Harrison County, Mississippi

0.36

Iredell County, North Carolina

0.36

Stafford County, Virginia

0.36

Mobile County, Alabama

0.35

0.35

Moore County, North Carolina

0.35

Tarrant County, Texas

0.35

0.34

Champaign County, Illinois

0.34

Porter County, Indiana

0.34

San Luis Obispo County, California

0.33

Hunterdon County, New Jersey

0.33

Franklin County, Ohio

0.33

Armstrong County, Pennsylvania

0.33

Santa Rosa County, Florida

0.32

Monroe County, Indiana

0.32

Prince George's County, Maryland

0.32

Wright County, Minnesota

0.31

Stark County, Ohio

0.31

Nueces County, Texas

0.31

Unknown Or Undefined, Texas

0.31

Saline County, Arkansas

0.3

Tazewell County, Illinois

0.3

Unknown Or Undefined, New Jersey

0.3

Clermont County, Ohio

0.3

Delaware County, Pennsylvania

0.3

Spartanburg County, South Carolina

0.3

York County, South Carolina

0.3

Bexar County, Texas

0.3

Newport News City, Virginia

0.3

Kern County, California

0.29

San Bernardino County, California

0.29

Hillsborough County, Florida

0.29

Oklahoma County, Oklahoma

0.29

Blount County, Tennessee

0.29

Benton County, Washington

0.29

Baltimore County, Maryland

0.28

Wilson County, Tennessee

0.28

Fairfax County, Virginia

0.28

Wayne County, Indiana

0.27

Albany County, New York

0.27

Queens County, New York

0.27

Alamance County, North Carolina

0.27

Columbiana County, Ohio

0.27

Hamilton County, Ohio

0.27

Mahoning County, Ohio

0.27

Unknown Or Undefined, Oklahoma

0.27

Carroll County, Maryland

0.26

Oswego County, New York

0.26

Frederick County, Virginia

0.26

Butte County, California

0.25

Jefferson County, Kentucky

0.25

0.25

Fairfield County, Ohio

0.25

Medina County, Ohio

0.25

Kaufman County, Texas

0.25

Cheshire County, New Hampshire

0.24

Unknown Or Undefined, New York

0.24

Lorain County, Ohio

0.24

Wichita County, Texas

0.24

Spotsylvania County, Virginia

0.24

Sussex County, Delaware

0.23

Macomb County, Michigan

0.23

Van Buren County, Michigan

0.23

Athens County, Ohio

0.23

Richland County, South Carolina

0.23

Prince William County, Virginia

0.23

Calaveras County, California

0.22

Shasta County, California

0.22

Cobb County, Georgia

0.22

Livingston County, Michigan

0.22

Horry County, South Carolina

0.22

El Paso County, Texas

0.22

Pasco County, Florida

0.21

Ionia County, Michigan

0.21

Unknown Or Undefined, New Mexico

0.21

Brookings County, South Dakota

0.21

Davidson County, Tennessee

0.21

Davis County, Utah

0.21

Pierce County, Washington

0.21

Skagit County, Washington

0.21

Marin County, California

0.2

Unknown Or Undefined, Maryland

0.2

Unknown Or Undefined, Wisconsin

0.2

0.19

McLean County, Illinois

0.19

Cameron County, Texas

0.19

Washington County, Vermont

0.19

Washington County, Wisconsin

0.19

Kendall County, Illinois

0.18

Douglas County, Kansas

0.18

Carroll County, New Hampshire

0.18

Ulster County, New York

0.18

Gaston County, North Carolina

0.18

Galveston County, Texas

0.18

San Joaquin County, California

0.17

Lake County, Florida

0.17

Polk County, Florida

0.17

Union County, New Jersey

0.17

Charleston County, South Carolina

0.17

Shelby County, Tennessee

0.17

Ector County, Texas

0.17

0.16

Lee County, Florida

0.16

East Baton Rouge Parish, Louisiana

0.16

Androscoggin County, Maine

0.16

Caroline County, Maryland

0.16

0.16

Rutherford County, Tennessee

0.16

Parker County, Texas

0.16

Rockwall County, Texas

0.16

Fairfax City, Virginia

0.16

0.15

Jefferson County, Alabama

0.14

Indian River County, Florida

0.14

Hall County, Georgia

0.14

Bartholomew County, Indiana

0.14

Scott County, Iowa

0.14

Kalamazoo County, Michigan

0.14

Muskegon County, Michigan

0.14

Unknown Or Undefined, Minnesota

0.14

Susquehanna County, Pennsylvania

0.14

Unknown Or Undefined, Tennessee

0.14

Fredericksburg City, Virginia

0.14

Stanislaus County, California

0.13

Clay County, Florida

0.13

Duval County, Florida

0.13

St. Johns County, Florida

0.13

Terrebonne Parish, Louisiana

0.13

Rankin County, Mississippi

0.13

Kings County, New York

0.13

Unknown Or Undefined, North Carolina

0.13

DeKalb County, Georgia

0.12

Ingham County, Michigan

0.12

Unknown Or Undefined, Washington

0.12

Marathon County, Wisconsin

0.12

Crawford County, Arkansas

0.11

Unknown Or Undefined, Georgia

0.11

Richmond County, New York

0.11

Beaufort County, South Carolina

0.11

Hamilton County, Tennessee

0.11

Taylor County, Texas

0.11

Arlington County, Virginia

0.11

Citrus County, Florida

0.1

Fulton County, Georgia

0.1

Unknown Or Undefined, Kentucky

0.1

Rogers County, Oklahoma

0.1

Yamhill County, Oregon

0.1

Augusta County, Virginia

0.1

Imperial County, California

0.09

Solano County, California

0.09

Pottawattamie County, Iowa

0.09

Queen Anne's County, Maryland

0.09

Washington County, Maryland

0.09

New York County, New York

0.09

Clark County, Ohio

0.09

Union County, Ohio

0.09

Montgomery County, Virginia

0.09

Virginia Beach City, Virginia

0.09

Bay County, Florida

0.08

0.08

Suffolk County, Massachusetts

0.08

0.08

Ocean County, New Jersey

0.08

Salem County, New Jersey

0.08

Lucas County, Ohio

0.08

Unknown Or Undefined, Oregon

0.08

Unknown Or Undefined, Alabama

0.07

0.07

Collier County, Florida

0.07

St. Tammany Parish, Louisiana

0.07

Unknown Or Undefined, Louisiana

0.07

Unknown Or Undefined, Virginia

0.07

Brown County, Wisconsin

0.07

Yuma County, Arizona

0.06

Leon County, Florida

0.06

Boone County, Kentucky

0.06

Missoula County, Montana

0.06

Cape May County, New Jersey

0.06

Knox County, Ohio

0.06

Unknown Or Undefined, Ohio

0.06

Franklin County, Pennsylvania

0.06

0.06

Hidalgo County, Texas

0.06

Chesterfield County, Virginia

0.06

Kitsap County, Washington

0.06

Thurston County, Washington

0.06

Kanawha County, West Virginia

0.06

Honolulu County, Hawaii

0.05

Dubuque County, Iowa

0.05

Charles County, Maryland

0.05

Baltimore City, Maryland

0.05

Orange County, North Carolina

0.05

Comanche County, Oklahoma

0.05

Kings County, California

0.04

0.04

Osceola County, Florida

0.04

0.04

Hudson County, New Jersey

0.04

Bronx County, New York

0.04

Cumberland County, North Carolina

0.04

Chesapeake City, Virginia

0.04

Richmond City, Virginia

0.04

San Juan Municipio, Puerto Rico

0.04

Chatham County, Georgia

0.03

Vanderburgh County, Indiana

0.03

Oldham County, Kentucky

0.03

St. Louis City, Missouri

0.03

San Juan County, New Mexico

0.03

Santa Fe County, New Mexico

0.03

Cabarrus County, North Carolina

0.03

Pennington County, South Dakota

0.03

Paulding County, Georgia

0.02

0.02

Unknown Or Undefined, Indiana

0.02

Lafourche Parish, Louisiana

0.02

St. Clair County, Michigan

0.02

Clay County, Missouri

0.02

Unknown Or Undefined, Missouri

0.02

Henrico County, Virginia

0.02

Norfolk City, Virginia

0.02

Cherokee County, Georgia

0.01

Houston County, Georgia

0.01

Peoria County, Illinois

0.01

0.01

New Hanover County, North Carolina

0.01

Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

Table 4. Occupations in which the computer and electronic product industry is the largest employer, 2015
Occupation Percent of occupation in computer and electronic products manufacturing Total employment Employment in computer and electronic products manufacturing
Semiconductor processors 93.1 24,230 22,570
Timing device assemblers and adjusters 46.2 1,190 550
Electrical and electronic equipment assemblers 45.8 212,170 97,200
Computer hardware engineers 37.4 75,870 28,370
Electromechanical equipment assemblers 30.3 46,400 14,060
Electrical and electronics engineering technicians 27.3 139,080 38,010
Electro-mechanical technicians 26.8 14,720 3,950
Industrial engineering technicians 20.4 62,290 12,730
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

View Chart Data

Chart 8. Areas with the highest location quotients for semiconductor processors, 2015
Area Location quotient

Portland-Vancouver-Hillsboro, OR-WA

19.38

San Jose-Sunnyvale-Santa Clara, CA

13.11

Austin-Round Rock, Texas

5.90

Dallas-Plano-Irving, Texas Metropolitan Division

5.36

Greensboro-High Point, North Carolina

4.81

Anaheim-Santa Ana-Irvine, California Metropolitan Division

4.53

Albuquerque, New Mexico

4.01

Oakland-Hayward-Berkeley, California Metropolitan Division

2.93

Providence-Warwick, RI-MA

2.89

Phoenix-Mesa-Scottsdale, Arizona

1.86
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

District 4

Fishing

Note : The OES survey excludes most of the agricultural sector, with the exception of logging, support activities for crop production, and support activities for animal production. The OES survey does not include the fishing industry; therefore, occupation location quotients cannot be calculated.

View Chart Data

Chart 9. Counties with the highest location quotients in the fishing industry, 2015
County Location quotient

Pacific County, Washington

891.83

Knox County, Maine

415.8

303.2

221.88

Northumberland County, Virginia

220.34

Del Norte County, California

219.79

138.59

Lincoln County, Oregon

128.72

Lincoln County, Maine

114.78

Curry County, Oregon

114.05
Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

View Chart Data

Map 5. Location quotients by county for the fishing industry, 2015
County Location quotient

Pacific County, Washington

891.83

Knox County, Maine

415.8

303.2

221.88

Northumberland County, Virginia

220.34

Del Norte County, California

219.79

138.59

Lincoln County, Oregon

128.72

Lincoln County, Maine

114.78

Curry County, Oregon

114.05

Bristol County, Massachusetts

101.65

87.84

Grays Harbor County, Washington

77.74

73.21

Hancock County, Maine

67.9

66.65

Coos County, Oregon

53.47

Clatsop County, Oregon

51.53

Washington County, Maine

50.55

49.91

Cape May County, New Jersey

44.31

Monroe County, Florida

38.17

Chippewa County, Michigan

34.68

Terrebonne Parish, Louisiana

34.03

Mendocino County, California

33.12

31.25

30.04

Humboldt County, California

29.81

Washington County, Rhode Island

25.45

King County, Washington

17.26

Barnstable County, Massachusetts

12.96

Essex County, Massachusetts

11.5

Newport County, Rhode Island

10.83

Chambers County, Texas

9.11

St. Tammany Parish, Louisiana

8.66

Unknown Or Undefined, Massachusetts

7.72

Cumberland County, Maine

7.53

Gloucester County, Virginia

7.49

Ocean County, New Jersey

7.29

Douglas County, Oregon

6.41

Honolulu County, Hawaii

5.99

Snohomish County, Washington

5.48

Citrus County, Florida

5.11

Monterey County, California

5.03

Newport News City, Virginia

3.33

Okaloosa County, Florida

2.62

Plymouth County, Massachusetts

2.49

Pierce County, Washington

2.12

Bay County, Florida

1.83

Thurston County, Washington

1.53

Virginia Beach City, Virginia

1.34

Ventura County, California

1.03

Lucas County, Ohio

1.01

Collier County, Florida

0.86

Pinellas County, Florida

0.85

Chatham County, Georgia

0.8

Hillsborough County, Florida

0.43

Broward County, Florida

0.37

Palm Beach County, Florida

0.29

0.13

Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

District 5

Power generation

Note: The North American Industry Classification System groups this industry under “electric power generation, transmission and distribution.”

View Chart Data

Chart 10. Counties with the highest location quotients in the electric power generation, transmission and distribution industry, 2015
County Location quotient

Robertson County, Texas

23.33

Camp County, Texas

16.64

Person County, North Carolina

15.73

Jefferson County, Ohio

13.55

Ontonagon County, Michigan

12.5

Choctaw County, Oklahoma

12.26

Morrow County, Oregon

11.55

Bamberg County, South Carolina

11.05

Inyo County, California

10.48

Beaver County, Pennsylvania

10.22
Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

View Chart Data

Map 6. Location quotients by county for the electric power generation, transmission, and distribution industry, 2015
County Location quotient

Robertson County, Texas

23.33

Camp County, Texas

16.64

Person County, North Carolina

15.73

Jefferson County, Ohio

13.55

Ontonagon County, Michigan

12.5

Choctaw County, Oklahoma

12.26

Morrow County, Oregon

11.55

Bamberg County, South Carolina

11.05

Inyo County, California

10.48

Beaver County, Pennsylvania

10.22

Citrus County, Florida

10.04

Coshocton County, Ohio

9.94

9.11

Childress County, Texas

9.07

Indiana County, Pennsylvania

8.91

Wilbarger County, Texas

8.87

Swift County, Minnesota

8.13

Grimes County, Texas

8.13

Itasca County, Minnesota

8.06

Shelby County, Alabama

7.88

Roger Mills County, Oklahoma

7.86

Fluvanna County, Virginia

7.84

Gibson County, Indiana

6.89

Bosque County, Texas

6.76

Columbia County, Washington

6.73

Hardee County, Florida

6.63

Lincoln County, Minnesota

6.54

Lexington County, South Carolina

6.37

6

Marion County, West Virginia

5.73

Knox County, Indiana

5.64

Lewis County, New York

5.54

Randolph County, Illinois

5.28

5.27

5.25

Harrison County, Texas

5

Scurry County, Texas

4.94

4.92

Tyler County, Texas

4.55

Geneva County, Alabama

4.52

4.43

Howard County, Texas

4.42

Campbell County, Wyoming

4.38

Linn County, Iowa

3.87

Fillmore County, Minnesota

3.86

Wicomico County, Maryland

3.81

White County, Indiana

3.78

Morgan County, Indiana

3.68

Franklin County, Iowa

3.65

Mecklenburg County, Virginia

3.61

Lake County, Ohio

3.57

New London County, Connecticut

3.54

Young County, Texas

3.5

Chilton County, Alabama

3.49

Richland County, Montana

3.48

Dearborn County, Indiana

3.46

3.41

Marquette County, Wisconsin

3.37

Hancock County, Iowa

3.34

Victoria County, Texas

3.29

Baltimore City, Maryland

3.23

Forrest County, Mississippi

3.23

Woodward County, Oklahoma

3.23

Lamar County, Texas

3.23

Warren County, Virginia

3.22

Coos County, New Hampshire

3.14

Jefferson County, Arkansas

3.12

Jackson County, Mississippi

3.12

Harrison County, West Virginia

3.11

Quay County, New Mexico

3.03

Fannin County, Texas

3

Jackson County, Florida

2.95

Washington County, Ohio

2.93

2.91

Shelby County, Kentucky

2.91

2.9

Tioga County, Pennsylvania

2.88

Hamilton County, Indiana

2.68

Palo Pinto County, Texas

2.68

Aiken County, South Carolina

2.64

Mitchell County, Iowa

2.51

2.42

York County, Pennsylvania

2.4

Sullivan County, New Hampshire

2.39

McKenzie County, North Dakota

2.39

2.35

Washington County, Maine

2.35

Mississippi County, Arkansas

2.34

Onondaga County, New York

2.31

Clarion County, Pennsylvania

2.31

2.3

2.3

Minidoka County, Idaho

2.3

Clearfield County, Pennsylvania

2.28

Luna County, New Mexico

2.27

Imperial County, California

2.26

St. John the Baptist Parish, Louisiana

2.24

2.23

Freeborn County, Minnesota

2.21

San Patricio County, Texas

2.21

Potter County, Texas

2.2

Pittsylvania County, Virginia

2.2

Wise County, Texas

2.16

Cherokee County, Texas

2.15

Anson County, North Carolina

2.13

Hawaii County, Hawaii

2.12

Unknown Or Undefined, New York

2.1

Lea County, New Mexico

2.09

2.08

Mohave County, Arizona

2.02

Jones County, Mississippi

2.02

Ford County, Kansas

2

Schuylkill County, Pennsylvania

1.95

Tangipahoa Parish, Louisiana

1.94

Maui + Kalawao County, Hawaii

1.93

Warren County, Pennsylvania

1.93

Cochise County, Arizona

1.92

Buena Vista County, Iowa

1.92

Plymouth County, Massachusetts

1.91

Williamson County, Texas

1.91

Rockingham County, New Hampshire

1.88

Pittsburg County, Oklahoma

1.88

Susquehanna County, Pennsylvania

1.81

Huron County, Michigan

1.8

Henderson County, Texas

1.77

Arkansas County, Arkansas

1.76

Cherokee County, South Carolina

1.75

Campbell County, Virginia

1.73

Stone County, Missouri

1.71

Ocean County, New Jersey

1.7

Muskingum County, Ohio

1.69

Seneca County, Ohio

1.68

Umatilla County, Oregon

1.68

Cassia County, Idaho

1.66

St. Lawrence County, New York

1.66

Merrimack County, New Hampshire

1.64

Hampden County, Massachusetts

1.6

Warren County, New Jersey

1.6

Nueces County, Texas

1.6

Niagara County, New York

1.59

Clermont County, Ohio

1.58

1.58

Pecos County, Texas

1.57

New Castle County, Delaware

1.53

Pima County, Arizona

1.52

Van Wert County, Ohio

1.51

Harris County, Texas

1.51

Walla Walla County, Washington

1.51

Nassau County, Florida

1.5

Sussex County, Delaware

1.49

Taylor County, Texas

1.48

Worcester County, Massachusetts

1.47

Rockingham County, North Carolina

1.47

Wayne County, North Carolina

1.47

Williams County, North Dakota

1.46

1.44

Queens County, New York

1.44

Kootenai County, Idaho

1.43

Calcasieu Parish, Louisiana

1.37

Seminole County, Florida

1.35

1.34

Montague County, Texas

1.33

Montgomery County, Pennsylvania

1.3

San Bernardino County, California

1.28

Orange County, New York

1.26

Pennington County, South Dakota

1.25

Palo Alto County, Iowa

1.23

Whitfield County, Georgia

1.21

Butler County, Kansas

1.2

Vigo County, Indiana

1.19

Sullivan County, New York

1.19

Ramsey County, Minnesota

1.17

Hancock County, West Virginia

1.17

Grand Traverse County, Michigan

1.16

Armstrong County, Pennsylvania

1.16

Tom Green County, Texas

1.16

McLennan County, Texas

1.15

Camden County, Missouri

1.14

Palm Beach County, Florida

1.13

Stoddard County, Missouri

1.13

Johnson County, Wyoming

1.13

Tulsa County, Oklahoma

1.12

1.12

Oklahoma County, Oklahoma

1.1

Waupaca County, Wisconsin

1.09

1.07

DeKalb County, Georgia

1.05

Somerset County, Pennsylvania

1.05

Fayette County, Pennsylvania

1.03

0.98

Burleigh County, North Dakota

0.98

Marshall County, Iowa

0.97

Eastland County, Texas

0.97

Vernon Parish, Louisiana

0.94

Nelson County, Kentucky

0.93

Licking County, Ohio

0.93

East Baton Rouge Parish, Louisiana

0.92

Ouachita Parish, Louisiana

0.92

New Haven County, Connecticut

0.91

Androscoggin County, Maine

0.91

Dakota County, Minnesota

0.91

Carroll County, New Hampshire

0.91

Johnson County, Texas

0.91

Ward County, North Dakota

0.9

Yellowstone County, Montana

0.89

Randolph County, North Carolina

0.89

Saratoga County, New York

0.88

Garrett County, Maryland

0.87

Mecklenburg County, North Carolina

0.87

0.86

Hernando County, Florida

0.86

Raleigh County, West Virginia

0.86

Crawford County, Wisconsin

0.86

Carbon County, Wyoming

0.86

Hennepin County, Minnesota

0.85

Union County, New Jersey

0.83

Ellis County, Texas

0.81

Hidalgo County, Texas

0.8

Deschutes County, Oregon

0.79

Penobscot County, Maine

0.78

Barnstable County, Massachusetts

0.78

Lubbock County, Texas

0.78

Fairfield County, Connecticut

0.77

Jefferson Parish, Louisiana

0.76

Hancock County, Maine

0.75

Berkshire County, Massachusetts

0.75

Dallas County, Texas

0.75

Floyd County, Indiana

0.74

Orleans County, New York

0.74

Buncombe County, North Carolina

0.74

Benton County, Arkansas

0.73

Washington County, Pennsylvania

0.73

Providence County, Rhode Island

0.73

Anne Arundel County, Maryland

0.72

Franklin County, Ohio

0.72

Monmouth County, New Jersey

0.71

0.69

Polk County, Florida

0.69

Allegheny County, Pennsylvania

0.69

Richmond City, Virginia

0.69

Clark County, Indiana

0.68

New Hanover County, North Carolina

0.68

Berks County, Pennsylvania

0.68

Bartholomew County, Indiana

0.67

Boone County, Kentucky

0.67

Bristol County, Massachusetts

0.67

Denton County, Texas

0.67

Ventura County, California

0.66

Hamilton County, Ohio

0.66

Galveston County, Texas

0.66

Windham County, Connecticut

0.65

Suffolk County, Massachusetts

0.65

Stark County, Ohio

0.65

Bucks County, Pennsylvania

0.65

Prince George's County, Maryland

0.64

Washington County, Rhode Island

0.64

Cumberland County, Maine

0.63

Oakland County, Michigan

0.63

Washtenaw County, Michigan

0.63

0.63

0.63

Livingston Parish, Louisiana

0.62

Morris County, New Jersey

0.62

Pocahontas County, Iowa

0.61

Craven County, North Carolina

0.61

Unknown Or Undefined, Texas

0.6

Orleans County, Vermont

0.6

Marion County, Florida

0.58

Erie County, New York

0.58

Unknown Or Undefined, Illinois

0.55

Stephens County, Oklahoma

0.54

Collin County, Texas

0.54

Montgomery County, Texas

0.54

Burlington County, New Jersey

0.53

Butler County, Ohio

0.53

Lancaster County, Pennsylvania

0.52

Webb County, Texas

0.51

Pinellas County, Florida

0.49

Lorain County, Ohio

0.48

Unknown Or Undefined, Louisiana

0.47

Tarrant County, Texas

0.47

Unknown Or Undefined, Minnesota

0.45

Unknown Or Undefined, Ohio

0.45

Cameron County, Texas

0.44

Middlesex County, Massachusetts

0.42

Cass County, North Dakota

0.42

Riverside County, California

0.4

Sacramento County, California

0.38

Gwinnett County, Georgia

0.38

Essex County, Massachusetts

0.37

Essex County, New Jersey

0.37

Brazoria County, Texas

0.37

Kern County, California

0.36

Multnomah County, Oregon

0.36

Spartanburg County, South Carolina

0.36

Ascension Parish, Louisiana

0.35

0.35

Bell County, Texas

0.35

Cook County, Illinois

0.34

Hartford County, Connecticut

0.33

Santa Fe County, New Mexico

0.33

Minnehaha County, South Dakota

0.33

Smith County, Texas

0.33

Pierce County, Washington

0.33

Franklin County, Pennsylvania

0.32

Middlesex County, New Jersey

0.3

Unknown Or Undefined, New Jersey

0.3

Greenville County, South Carolina

0.28

Spokane County, Washington

0.28

Hanover County, Virginia

0.26

Orleans Parish, Louisiana

0.25

Cumberland County, Pennsylvania

0.25

Travis County, Texas

0.25

Blount County, Tennessee

0.24

Orange County, Florida

0.23

Norfolk County, Massachusetts

0.23

Loudoun County, Virginia

0.23

San Diego County, California

0.22

Unknown Or Undefined, South Carolina

0.22

Fresno County, California

0.21

Lafayette Parish, Louisiana

0.21

Unknown Or Undefined, California

0.2

Cecil County, Maryland

0.2

Lane County, Oregon

0.2

Alachua County, Florida

0.18

Unknown Or Undefined, New Hampshire

0.18

Nassau County, New York

0.18

Unknown Or Undefined, Michigan

0.17

Suffolk County, New York

0.16

Unknown Or Undefined, Pennsylvania

0.16

Contra Costa County, California

0.15

San Francisco County, California

0.15

Solano County, California

0.13

Unknown Or Undefined, Indiana

0.13

Unknown Or Undefined, North Carolina

0.13

Bexar County, Texas

0.11

Placer County, California

0.09

Alameda County, California

0.08

Unknown Or Undefined, Massachusetts

0.06

Unknown Or Undefined, Florida

0.03

Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

Table 5. Selected occupations in which the electric power generation, transmission and distribution industry is the largest employer, 2015
Occupation Percent of occupation in electric power generation, transmission and distribution Total employment Employment in electric power generation, transmission and distribution
Power plant operators 70.0 37,510 26,240
Electrical and electronics repairers, powerhouse, substation, and relay 65.3 23,070 15,060
Nuclear technicians 64.9 6,500 4,220
Power distributors and dispatchers 61.3 11,540 7,070
Electrical power-line installers and repairers 48.8 115,380 56,270
Nuclear engineers 43.0 16,880 7,250
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

View Chart Data

Chart 11. Areas with the highest location quotients for power plant operators, 2015
Area Location quotient

20.07

Central-Southeast Wyoming nonmetropolitan area

13.92

Northeast Wyoming nonmetropolitan area

11.74

West Central North Dakota nonmetropolitan area

11.39

Southwest Alabama nonmetropolitan area

10.86

Eastern Utah nonmetropolitan area

10.01

Northern West Virginia nonmetropolitan area

9.29

Northeast Minnesota nonmetropolitan area

9.27

Western Pennsylvania nonmetropolitan area

9.08

Low Country South Carolina nonmetropolitan area

7.03

District 6

Transportation manufacturing

Note: The North American Industry Classification System groups this industry under “aerospace product and parts manufacturing.”

View Chart Data

Chart 12. Counties with the highest location quotients in the aerospace product and parts manufacturing industry, 2015
County Location quotient

Snohomish County, Washington

45.35

Sedgwick County, Kansas

31.38

Middlesex County, Connecticut

10.9

King County, Washington

9.98

Hartford County, Connecticut

8.55

7.48

Delaware County, Pennsylvania

7

Tarrant County, Texas

6.68

Essex County, Massachusetts

6.6

Bonner County, Idaho

6.18
Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

View Chart Data

Map 7. Location quotients by county for the aerospace product and parts manufacturing industry, 2015
County Location quotient

Snohomish County, Washington

45.35

Sedgwick County, Kansas

31.38

Middlesex County, Connecticut

10.9

King County, Washington

9.98

Hartford County, Connecticut

8.55

7.48

Delaware County, Pennsylvania

7

Tarrant County, Texas

6.68

Essex County, Massachusetts

6.6

Bonner County, Idaho

6.18

Okaloosa County, Florida

5.28

Harrison County, West Virginia

5.13

Butler County, Kansas

4.81

Miami County, Ohio

4.79

Davis County, Utah

4.65

Butler County, Ohio

4.41

Garland County, Arkansas

4.4

Hamilton County, Ohio

4.09

McLennan County, Texas

3.74

Muscogee County, Georgia

3.54

Lake County, Ohio

3.48

St. Charles County, Missouri

3.22

Brevard County, Florida

3.17

Tulsa County, Oklahoma

3.13

Santa Barbara County, California

2.62

Pierce County, Washington

2.6

Los Angeles County, California

2.58

San Diego County, California

2.39

Weber County, Utah

2.34

St. Joseph County, Indiana

2.29

2.25

Maricopa County, Arizona

2.2

Boone County, Kentucky

2.2

Orange County, California

2.15

Marion County, Indiana

2.06

Cambria County, Pennsylvania

1.99

Harvey County, Kansas

1.97

Lorain County, Ohio

1.91

Logan County, Oklahoma

1.72

Palm Beach County, Florida

1.59

Litchfield County, Connecticut

1.58

Spokane County, Washington

1.22

Johnson County, Texas

1.15

Dallas County, Texas

1.12

Bexar County, Texas

1.11

Summit County, Ohio

1.09

Pontotoc County, Oklahoma

1.05

0.96

Denton County, Texas

0.95

Salt Lake County, Utah

0.95

Houston County, Georgia

0.93

Deschutes County, Oregon

0.91

Belknap County, New Hampshire

0.86

Middlesex County, Massachusetts

0.84

Unknown Or Undefined, Kansas

0.81

Montgomery County, Alabama

0.77

New Haven County, Connecticut

0.75

San Bernardino County, California

0.72

Yavapai County, Arizona

0.71

Duval County, Florida

0.71

Suffolk County, New York

0.71

Ventura County, California

0.7

Kern County, California

0.59

Cuyahoga County, Ohio

0.58

Manatee County, Florida

0.56

Bucks County, Pennsylvania

0.53

Nassau County, New York

0.52

Mohave County, Arizona

0.5

Macomb County, Michigan

0.48

Broward County, Florida

0.45

Oakland County, Michigan

0.42

Utah County, Utah

0.42

Gillespie County, Texas

0.37

Bernalillo County, New Mexico

0.36

Riverside County, California

0.35

Montgomery County, Ohio

0.35

Santa Cruz County, California

0.34

Pinellas County, Florida

0.33

Winnebago County, Wisconsin

0.31

0.3

Escambia County, Florida

0.29

Lucas County, Ohio

0.29

Racine County, Wisconsin

0.28

Unknown Or Undefined, Florida

0.27

Unknown Or Undefined, California

0.26

Chittenden County, Vermont

0.26

Highlands County, Florida

0.24

Queens County, New York

0.24

Unknown Or Undefined, Oklahoma

0.21

Dakota County, Minnesota

0.19

Bergen County, New Jersey

0.19

Anoka County, Minnesota

0.17

Lane County, Oregon

0.16

Wayne County, Michigan

0.15

Harris County, Texas

0.15

Richmond County, Georgia

0.13

Unknown Or Undefined, Idaho

0.13

DuPage County, Illinois

0.13

Alameda County, California

0.12

0.12

New Castle County, Delaware

0.12

Unknown Or Undefined, South Carolina

0.11

0.09

Unknown Or Undefined, Texas

0.09

Seminole County, Florida

0.08

Kootenai County, Idaho

0.08

Volusia County, Florida

0.07

Unknown Or Undefined, Ohio

0.06

Milwaukee County, Wisconsin

0.06

Cook County, Illinois

0.05

Washtenaw County, Michigan

0.05

Fulton County, Georgia

0.04

Unknown Or Undefined, Michigan

0.04

Iredell County, North Carolina

0.04

Wake County, North Carolina

0.04

Polk County, Florida

0.03

Unknown Or Undefined, Georgia

0.03

0.02

Unknown Or Undefined, Illinois

0.02

Jefferson County, Alabama

0.01

Hennepin County, Minnesota

0.01

Unknown Or Undefined, New York

0.01

Arlington County, Virginia

0.01

Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

Table 6. Occupations in which the aerospace product and parts manufacturing industry is the largest employer, 2015
Occupation Percent of occupation in aerospace product and parts manufacturing Total employment Employment in aerospace product and parts manufacturing
Aircraft structure, surfaces, rigging, and systems assemblers 91.4 42,810 39,110
Aerospace engineers 40.1 66,980 26,840
Aerospace engineering and operations technicians 33.7 12,890 4,340
Avionics technicians 30.5 17,340 5,290
Materials engineers 13.1 27,040 3,530
Industrial engineers 8.3 247,570 20,470
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

View Chart Data

Chart 13. Areas with the highest location quotients for aircraft structure, surfaces, rigging, and systems assemblers, 2015
Area Location quotient

Fort Worth-Arlington, Texas Metropolitan Division

3.80

Jacksonville, Florida

1.67

Bend-Redmond, Oregon

1.54

Huntsville, Alabama

1.27

Phoenix-Mesa-Scottsdale, Arizona

1.11

San Jose-Sunnyvale-Santa Clara, California

0.91

Anaheim-Santa Ana-Irvine, California Metropolitan Division

0.84

Salt Lake City, Utah

0.80

Los Angeles-Long Beach-Glendale, California Metropolitan Division

0.70

Ogden-Clearfield, Utah

0.58
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

District 7

Lumber

Note: The North American Industry Classification System groups this industry under “wood product manufacturing.”

View Chart Data

Chart 14. Counties with the highest location quotients in the wood product manufacturing industry, 2015
County Location quotient

Winston County, Alabama

97.94

Smith County, Mississippi

89.69

Rusk County, Wisconsin

70.08

Wayne County, Kentucky

61.46

Pickens County, Alabama

60.08

Allendale County, South Carolina

58.93

Shannon County, Missouri

55.86

Florence County, Wisconsin

55.19

Reynolds County, Missouri

55.03

Sabine Parish, Louisiana

53.03
Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

View Chart Data

Map 8. Location quotients by county for the wood product manufacturing industry, 2015
County Location quotient

Winston County, Alabama

97.94

Smith County, Mississippi

89.69

Rusk County, Wisconsin

70.08

Wayne County, Kentucky

61.46

Pickens County, Alabama

60.08

Allendale County, South Carolina

58.93

Shannon County, Missouri

55.86

Florence County, Wisconsin

55.19

Reynolds County, Missouri

55.03

Sabine Parish, Louisiana

53.03

51.63

Lewis County, Idaho

50.37

Winn Parish, Louisiana

48.56

Jeff Davis County, Georgia

48.48

Monroe County, Kentucky

47.12

Dallas County, Arkansas

46.75

Calhoun County, Mississippi

45.42

Patrick County, Virginia

45.05

Webster County, West Virginia

44.25

Franklin County, Virginia

44.05

Clarke County, Alabama

42.1

Noxubee County, Mississippi

40.63

Charlotte County, Virginia

39.46

Iron County, Wisconsin

39.21

Montgomery County, North Carolina

38.6

Wilkinson County, Mississippi

38.22

Taylor County, Wisconsin

37.52

Clark County, Arkansas

37

Juniata County, Pennsylvania

36.84

Amite County, Mississippi

35.63

Boundary County, Idaho

35.34

Randolph County, West Virginia

33.84

Marion County, Alabama

32.53

Washington County, Idaho

32.48

Pocahontas County, West Virginia

31.39

Columbia County, Arkansas

31.16

Stone County, Mississippi

30.83

Turner County, Georgia

30.76

Marion County, Texas

30.49

Searcy County, Arkansas

30.37

Oregon County, Missouri

30.27

Crook County, Oregon

30.09

Douglas County, Oregon

30.02

Walthall County, Mississippi

29.95

Lake County, Oregon

29.75

Choctaw County, Mississippi

29.2

Snyder County, Pennsylvania

28.95

Price County, Wisconsin

28.09

Wayne County, Tennessee

27.59

Izard County, Arkansas

27.54

Vinton County, Ohio

27.01

Clarion County, Pennsylvania

26.64

Monroe County, Alabama

26.57

Lewis County, Washington

26.22

Bibb County, Alabama

26.1

Pierce County, Georgia

25.94

Carter County, Missouri

25.87

Warren County, North Carolina

25.65

Grant County, Arkansas

25.57

Macon County, Tennessee

25.11

Marion County, Kentucky

24.66

Lagrange County, Indiana

24.56

Bamberg County, South Carolina

24.24

McCurtain County, Oklahoma

24.11

Braxton County, West Virginia

24.11

Holmes County, Ohio

24

Wilkes County, Georgia

23.5

Ben Hill County, Georgia

23.32

Brantley County, Georgia

23.01

Wayne County, Mississippi

22.92

Hot Spring County, Arkansas

22.64

Amelia County, Virginia

22.61

Red River County, Texas

22.6

Missaukee County, Michigan

22.03

Pike County, Ohio

21.84

Forest County, Wisconsin

21.7

Lewis County, Kentucky

21.59

Lawrence County, Mississippi

21.54

Cass County, Michigan

21.15

Grant County, West Virginia

20.56

Casey County, Kentucky

20.41

Stevens County, Washington

20.17

Howell County, Missouri

19.69

Todd County, Kentucky

19.68

Pike County, Arkansas

19.67

Essex County, Virginia

19.62

Chatham County, North Carolina

19.57

Sawyer County, Wisconsin

19.31

Alexander County, Illinois

19.28

Nicholas County, West Virginia

19.13

Drew County, Arkansas

19.08

Lamar County, Alabama

19.02

18.78

Ashland County, Wisconsin

18.56

Oxford County, Maine

18.37

Klamath County, Oregon

18.36

Grays Harbor County, Washington

18.23

Fayette County, Alabama

18.17

Upshur County, West Virginia

18.13

Marengo County, Alabama

17.91

Mingo County, West Virginia

17.67

Richmond County, Virginia

17.59

Dent County, Missouri

17.37

Chilton County, Alabama

17.33

17.06

Bollinger County, Missouri

17.02

Mineral County, West Virginia

16.95

Pushmataha County, Oklahoma

16.89

Washburn County, Wisconsin

16.68

Lincoln County, Wisconsin

16.65

Cumberland County, Kentucky

16.51

Gogebic County, Michigan

16.39

Sanders County, Montana

16.14

Potter County, Pennsylvania

16.1

Douglas County, Illinois

16.01

Crawford County, Wisconsin

15.95

San Augustine County, Texas

15.77

Cherokee County, Texas

15.58

Washington County, Indiana

15.53

King William County, Virginia

15.36

Hardin County, Tennessee

15.34

Newberry County, South Carolina

15.12

Iron County, Michigan

15.04

Granite County, Montana

15.04

Tillamook County, Oregon

15.04

Galax City, Virginia

15.04

Coos County, Oregon

14.82

Ware County, Georgia

14.74

Ripley County, Missouri

14.74

Crawford County, Missouri

14.65

Washington County, North Carolina

14.58

Fleming County, Kentucky

14.54

14.5

Kewaunee County, Wisconsin

14.29

Dickinson County, Michigan

14.27

Ohio County, Kentucky

14.23

Caroline County, Virginia

14.11

Linn County, Oregon

13.89

Shawano County, Wisconsin

13.86

Redwood County, Minnesota

13.59

Menominee County, Michigan

13.53

Rusk County, Texas

13.49

13.46

Southampton County, Virginia

13.3

White County, Tennessee

13.21

Hardeman County, Tennessee

13.16

Richland County, North Dakota

12.96

Waldo County, Maine

12.94

Mifflin County, Pennsylvania

12.87

Putnam County, Georgia

12.57

Polk County, Arkansas

12.54

New Kent County, Virginia

12.51

Mason County, Washington

12.45

Escambia County, Alabama

12.44

Union County, Arkansas

12.44

Nottoway County, Virginia

12.19

McDowell County, North Carolina

12.1

Aroostook County, Maine

12.09

Wilkes County, North Carolina

11.77

Houston County, Tennessee

11.76

Orange County, Virginia

11.67

Barbour County, Alabama

11.54

Marathon County, Wisconsin

11.51

Bonner County, Idaho

11.47

Scott County, Tennessee

11.43

11.33

Stone County, Arkansas

11.24

Fulton County, Indiana

11.21

Union County, Pennsylvania

11.21

Brunswick County, Virginia

11.21

Lunenburg County, Virginia

10.95

Perry County, Missouri

10.88

Somerset County, Maine

10.81

Johnson County, Tennessee

10.72

Tucker County, West Virginia

10.68

Claiborne County, Mississippi

10.66

Carroll County, Missouri

10.65

Lincoln County, Mississippi

10.48

Preston County, West Virginia

10.31

Decatur County, Tennessee

10.27

Piscataquis County, Maine

10.21

Owen County, Indiana

10.2

Warren County, Mississippi

10.11

Stanly County, North Carolina

10.1

Benton County, Tennessee

10.07

Davidson County, North Carolina

10.03

Mckean County, Pennsylvania

10.03

Lincoln County, Kentucky

9.98

Colquitt County, Georgia

9.93

Jackson County, Florida

9.84

Presque Isle County, Michigan

9.83

Hardin County, Texas

9.79

Hart County, Kentucky

9.78

Hickman County, Tennessee

9.75

Columbia County, Oregon

9.64

Alleghany County, Virginia

9.64

Trigg County, Kentucky

9.63

Nacogdoches County, Texas

9.62

Harrison County, Indiana

9.54

Oscoda County, Michigan

9.5

McNairy County, Tennessee

9.43

Marinette County, Wisconsin

9.42

Jasper County, Texas

9.4

Greenup County, Kentucky

9.36

Schuylkill County, Pennsylvania

9.32

Clark County, Wisconsin

9.31

Jackson County, Oregon

9.29

Blackford County, Indiana

9.26

Thomas County, Georgia

9.25

Hubbard County, Minnesota

9.19

Pittsylvania County, Virginia

9.15

Upson County, Georgia

9.12

9.08

Josephine County, Oregon

9.08

Cowlitz County, Washington

9.01

Scotland County, Missouri

8.94

Jefferson County, Tennessee

8.92

Ouachita County, Arkansas

8.89

Scott County, Missouri

8.89

Elkhart County, Indiana

8.87

Jefferson County, Pennsylvania

8.82

Dubuque County, Iowa

8.78

Colleton County, South Carolina

8.77

Rockbridge County, Virginia

8.5

Hampshire County, West Virginia

8.36

Branch County, Michigan

8.31

Buckingham County, Virginia

8.3

Alpena County, Michigan

8.29

Lawrence County, Arkansas

8.26

Davie County, North Carolina

8.23

Smyth County, Virginia

8.23

Pike County, Mississippi

8.21

8.16

Dallas County, Alabama

8.15

Marion County, Tennessee

8.15

Lane County, Oregon

8.14

Warren County, Tennessee

8.12

Harrison County, Texas

8.07

Wilcox County, Alabama

8.04

8.04

Muhlenberg County, Kentucky

8.02

Rapides Parish, Louisiana

8

Dunn County, Wisconsin

7.93

Louisa County, Virginia

7.9

7.89

Barton County, Missouri

7.87

Clay County, Indiana

7.82

Lawrence County, South Dakota

7.82

Benton County, Iowa

7.81

Siskiyou County, California

7.79

7.75

Lincoln Parish, Louisiana

7.74

Franklin County, Maine

7.71

Rowan County, Kentucky

7.68

Yamhill County, Oregon

7.66

Clinton County, Missouri

7.65

Rutherford County, North Carolina

7.64

Washington County, Missouri

7.54

7.45

Alcona County, Michigan

7.4

Howard County, Texas

7.31

Wyoming County, Pennsylvania

7.29

Boone County, Illinois

7.27

Carroll County, Virginia

7.27

Marshall County, Indiana

7.23

Morrow County, Oregon

7.23

Crawford County, Pennsylvania

7.19

Franklin County, Alabama

7.12

Texas County, Missouri

7.04

Barron County, Wisconsin

7.03

Danville City, Virginia

7.02

Colbert County, Alabama

6.97

Tioga County, New York

6.92

Laurens County, South Carolina

6.9

Abbeville County, South Carolina

6.88

Wood County, Wisconsin

6.86

Columbia County, Florida

6.83

Clearfield County, Pennsylvania

6.83

Greenbrier County, West Virginia

6.82

Noble County, Indiana

6.79

Clark County, Indiana

6.64

Vilas County, Wisconsin

6.63

Giles County, Tennessee

6.62

Franklin County, North Carolina

6.59

Neosho County, Kansas

6.56

Hunt County, Texas

6.56

Daviess County, Indiana

6.53

Fentress County, Tennessee

6.52

Lincoln County, Tennessee

6.43

LaSalle Parish, Louisiana

6.35

Little River County, Arkansas

6.32

Isabella County, Michigan

6.32

Perry County, Pennsylvania

6.31

Garrett County, Maryland

6.29

Tuscarawas County, Ohio

6.23

Gilmer County, Georgia

6.2

Wilkinson County, Georgia

6.15

Houston County, Minnesota

6.12

Bedford County, Pennsylvania

6.1

Cass County, Minnesota

6.09

Yancey County, North Carolina

6.09

Okanogan County, Washington

6.04

5.98

Henry County, Tennessee

5.98

Clay County, Arkansas

5.97

Coffee County, Georgia

5.92

Fayette County, Illinois

5.89

Windsor County, Vermont

5.86

Halifax County, Virginia

5.84

Moultrie County, Illinois

5.81

Knox County, Kentucky

5.81

Wayne County, Ohio

5.81

Floyd County, Indiana

5.78

5.62

Morgan County, Indiana

5.62

Wayne County, Missouri

5.61

Alexander County, North Carolina

5.61

Skagit County, Washington

5.61

Angelina County, Texas

5.58

East Feliciana Parish, Louisiana

5.57

Cumberland County, Tennessee

5.57

Laurel County, Kentucky

5.55

Mendocino County, California

5.52

Moniteau County, Missouri

5.52

Macon County, Georgia

5.5

Waupaca County, Wisconsin

5.48

Graham County, North Carolina

5.47

Greenwood County, South Carolina

5.47

Davis County, Iowa

5.45

Ravalli County, Montana

5.42

Campbell County, Virginia

5.39

Johnson County, Texas

5.38

Fayette County, Tennessee

5.37

Canyon County, Idaho

5.35

Hamblen County, Tennessee

5.33

Chambers County, Alabama

5.29

Union County, North Carolina

5.29

Chenango County, New York

5.26

Humboldt County, California

5.25

Rush County, Indiana

5.25

Iowa County, Wisconsin

5.25

Shelby County, Texas

5.21

Cheatham County, Tennessee

5.18

Douglas County, Missouri

5.15

Effingham County, Georgia

5.14

Washington Parish, Louisiana

5.14

Caldwell County, North Carolina

5.05

Barbour County, West Virginia

5.04

Huntingdon County, Pennsylvania

5.03

Logan County, Kentucky

5

Lebanon County, Pennsylvania

4.99

Clallam County, Washington

4.97

Franklin County, Georgia

4.96

Delaware County, Iowa

4.96

Davison County, South Dakota

4.95

Prentiss County, Mississippi

4.92

Jackson County, Georgia

4.91

Itawamba County, Mississippi

4.91

Walker County, Texas

4.89

Overton County, Tennessee

4.88

Marion County, Arkansas

4.85

Union Parish, Louisiana

4.85

4.82

Jackson County, Alabama

4.77

Roanoke County, Virginia

4.76

Winston County, Mississippi

4.74

Crawford County, Indiana

4.73

Morgan County, Alabama

4.72

Whatcom County, Washington

4.69

Marlboro County, South Carolina

4.68

Green County, Kentucky

4.65

Clinton County, Illinois

4.64

Wyoming County, New York

4.64

Crittenden County, Kentucky

4.62

Graves County, Kentucky

4.62

Newton County, Arkansas

4.61

Lyon County, Minnesota

4.6

White County, Georgia

4.59

Trempealeau County, Wisconsin

4.59

Grundy County, Tennessee

4.57

Walker County, Alabama

4.53

Macon County, North Carolina

4.53

Deschutes County, Oregon

4.53

4.52

Wabasha County, Minnesota

4.48

Pope County, Arkansas

4.47

Juneau County, Wisconsin

4.46

Doniphan County, Kansas

4.43

4.42

Stewart County, Tennessee

4.42

Caldwell County, Kentucky

4.4

Delaware County, New York

4.37

Umatilla County, Oregon

4.37

Switzerland County, Indiana

4.31

Fayette County, Ohio

4.27

Windham County, Vermont

4.24

Sullivan County, New Hampshire

4.22

Hocking County, Ohio

4.2

Washington County, New York

4.19

Mercer County, Pennsylvania

4.19

Fulton County, Pennsylvania

4.17

Lincoln County, Montana

4.14

Ashtabula County, Ohio

4.11

Pasquotank County, North Carolina

4.06

Carroll County, Tennessee

4.05

Mecklenburg County, Virginia

4.01

Hamilton County, Illinois

3.98

Jackson County, Ohio

3.98

Northumberland County, Pennsylvania

3.98

Culpeper County, Virginia

3.96

Marshall County, Alabama

3.95

Yuba County, California

3.92

Buffalo County, Wisconsin

3.92

Osage County, Missouri

3.91

Pike County, Missouri

3.9

Montgomery County, Kentucky

3.87

Lake County, Michigan

3.87

Coos County, New Hampshire

3.86

Nassau County, Florida

3.85

Shasta County, California

3.84

Burnett County, Wisconsin

3.83

Elk County, Pennsylvania

3.82

3.81

Grant County, Wisconsin

3.77

Richland County, Wisconsin

3.76

Lycoming County, Pennsylvania

3.74

Manitowoc County, Wisconsin

3.74

Cullman County, Alabama

3.72

Cattaraugus County, New York

3.72

Johnson County, Indiana

3.69

Lancaster County, Pennsylvania

3.68

Dickson County, Tennessee

3.67

Beltrami County, Minnesota

3.66

Tuscaloosa County, Alabama

3.64

Randolph County, North Carolina

3.64

Dubois County, Indiana

3.61

Webster County, Missouri

3.61

Jasper County, Indiana

3.59

Ste. Genevieve County, Missouri

3.59

Washington County, Ohio

3.56

Catoosa County, Georgia

3.55

DeKalb County, Indiana

3.55

Henry County, Iowa

3.52

Halifax County, North Carolina

3.51

Polk County, Wisconsin

3.51

Greene County, Illinois

3.49

Kootenai County, Idaho

3.46

3.46

Saline County, Illinois

3.45

Williams County, Ohio

3.45

Butte County, South Dakota

3.43

Osceola County, Michigan

3.42

Wasco County, Oregon

3.41

Pontotoc County, Mississippi

3.4

Obion County, Tennessee

3.35

Hopkins County, Kentucky

3.33

Marion County, Oregon

3.33

Washington County, Iowa

3.32

Tishomingo County, Mississippi

3.32

Armstrong County, Pennsylvania

3.3

Florence County, South Carolina

3.29

Perry County, Indiana

3.28

Carroll County, Maryland

3.28

Seneca County, Ohio

3.26

Cass County, North Dakota

3.22

Augusta County, Virginia

3.2

Crawford County, Kansas

3.18

Hanover County, Virginia

3.17

Barren County, Kentucky

3.15

Clark County, Ohio

3.15

Oconto County, Wisconsin

3.15

Itasca County, Minnesota

3.14

Morgan County, Missouri

3.13

3.13

San Benito County, California

3.09

Lowndes County, Georgia

3.09

Freeborn County, Minnesota

3.07

Vernon Parish, Louisiana

3.06

Rutland County, Vermont

3.06

Monroe County, Mississippi

3.03

Chickasaw County, Iowa

3.02

Crow Wing County, Minnesota

3.02

Bulloch County, Georgia

3.01

Warren County, Pennsylvania

3

Franklin County, Pennsylvania

2.99

McLennan County, Texas

2.98

Dodge County, Wisconsin

2.98

Randolph County, Arkansas

2.92

Polk County, Florida

2.92

Surry County, North Carolina

2.92

Pennington County, South Dakota

2.92

Stephens County, Georgia

2.91

Ashe County, North Carolina

2.91

Burke County, North Carolina

2.9

Scott County, Mississippi

2.89

Carter County, Kentucky

2.87

Benton County, Oregon

2.87

Rowan County, North Carolina

2.86

Amherst County, Virginia

2.86

Clearwater County, Minnesota

2.85

Fayette County, Pennsylvania

2.85

Mercer County, West Virginia

2.85

2.84

Lake County, Montana

2.84

Herkimer County, New York

2.8

Simpson County, Kentucky

2.79

Georgetown County, South Carolina

2.79

Lincoln County, Missouri

2.78

Geauga County, Ohio

2.78

Macoupin County, Illinois

2.77

Benton County, Missouri

2.76

Gem County, Idaho

2.75

Jefferson County, Indiana

2.75

Orangeburg County, South Carolina

2.75

Independence County, Arkansas

2.74

Lapeer County, Michigan

2.74

Mackinac County, Michigan

2.73

Androscoggin County, Maine

2.7

Coshocton County, Ohio

2.7

Ogemaw County, Michigan

2.68

Calhoun County, Alabama

2.66

Cook County, Georgia

2.66

Spalding County, Georgia

2.65

Cheshire County, New Hampshire

2.65

Warrick County, Indiana

2.64

Bowie County, Texas

2.63

Sharp County, Arkansas

2.62

Clinton County, Indiana

2.61

Mille Lacs County, Minnesota

2.61

Essex County, New York

2.59

Uinta County, Wyoming

2.57

Franklin County, Indiana

2.55

Wright County, Minnesota

2.55

Gibson County, Tennessee

2.54

Cass County, Texas

2.54

Clarendon County, South Carolina

2.47

Lenawee County, Michigan

2.46

Barrow County, Georgia

2.44

2.44

Muskingum County, Ohio

2.43

Brown County, Indiana

2.42

Lamar County, Mississippi

2.42

Anderson County, Tennessee

2.41

Randolph County, Missouri

2.4

Warren County, New York

2.39

Perry County, Illinois

2.38

Van Wert County, Ohio

2.38

Edgefield County, South Carolina

2.37

Spotsylvania County, Virginia

2.35

Grafton County, New Hampshire

2.34

Licking County, Ohio

2.34

Brown County, Ohio

2.32

Allegany County, New York

2.31

Moore County, North Carolina

2.31

DeKalb County, Alabama

2.29

McLeod County, Minnesota

2.28

Wright County, Missouri

2.28

Clinton County, Pennsylvania

2.28

Floyd County, Georgia

2.26

Nash County, North Carolina

2.26

Vance County, North Carolina

2.26

Alcorn County, Mississippi

2.25

Bartow County, Georgia

2.24

Mason County, Michigan

2.23

Ripley County, Indiana

2.21

Hood River County, Oregon

2.2

Somerset County, Pennsylvania

2.2

2.19

Barry County, Michigan

2.19

Chippewa County, Wisconsin

2.19

York County, South Carolina

2.18

Humphreys County, Tennessee

2.18

Monroe County, Wisconsin

2.17

Outagamie County, Wisconsin

2.17

Pierce County, Washington

2.16

Wayne County, Illinois

2.13

Jackson County, Indiana

2.13

Screven County, Georgia

2.11

Jefferson County, Arkansas

2.1

Alamance County, North Carolina

2.1

Delta County, Michigan

2.09

Baldwin County, Alabama

2.08

Orange County, Vermont

2.08

Newton County, Mississippi

2.07

Missoula County, Montana

2.07

Jackson County, Wisconsin

2.07

Marion County, Florida

2.06

Lauderdale County, Alabama

2.05

Livingston Parish, Louisiana

2.05

Perry County, Ohio

2.05

Tioga County, Pennsylvania

2.05

Wayne County, Indiana

2.02

Natchitoches Parish, Louisiana

2.02

Richland County, Illinois

2.01

Eaton County, Michigan

2.01

Henry County, Virginia

2.01

Crockett County, Tennessee

2

La Crosse County, Wisconsin

1.99

Navajo County, Arizona

1.98

Susquehanna County, Pennsylvania

1.95

Orange County, Indiana

1.94

Greene County, Indiana

1.93

St. Lucie County, Florida

1.92

Carroll County, New Hampshire

1.91

Clackamas County, Oregon

1.9

Portage County, Wisconsin

1.89

Beauregard Parish, Louisiana

1.88

Lackawanna County, Pennsylvania

1.88

Sumter County, Florida

1.87

Hancock County, Indiana

1.85

Mahoning County, Ohio

1.85

Box Elder County, Utah

1.84

Penobscot County, Maine

1.83

Ottawa County, Michigan

1.83

Iron County, Missouri

1.83

1.82

Sullivan County, Indiana

1.82

1.82

St. Joseph County, Michigan

1.81

Newton County, Missouri

1.81

Edgecombe County, North Carolina

1.81

Blair County, Pennsylvania

1.81

Wayne County, Pennsylvania

1.81

Livingston County, Illinois

1.8

Venango County, Pennsylvania

1.8

Columbia County, Georgia

1.76

Pickens County, South Carolina

1.76

Haywood County, North Carolina

1.75

Pender County, North Carolina

1.74

Darke County, Ohio

1.74

Windham County, Connecticut

1.73

Christian County, Missouri

1.72

Shelby County, Ohio

1.72

Lee County, Virginia

1.72

Oneida County, Wisconsin

1.72

Greene County, Tennessee

1.71

Queen Anne's County, Maryland

1.68

Sheboygan County, Wisconsin

1.68

1.67

San Joaquin County, California

1.67

Mitchell County, Georgia

1.66

Lewis County, New York

1.66

Henderson County, Tennessee

1.65

Raleigh County, West Virginia

1.64

Bedford County, Virginia

1.63

Marion County, Mississippi

1.62

Pickaway County, Ohio

1.62

DeSoto County, Mississippi

1.61

Rockingham County, North Carolina

1.61

Rockingham County, Virginia

1.61

Fond Du Lac County, Wisconsin

1.61

Mitchell County, North Carolina

1.6

Yakima County, Washington

1.6

Reno County, Kansas

1.59

Allegan County, Michigan

1.59

Kent County, Michigan

1.59

Titus County, Texas

1.59

Walworth County, Wisconsin

1.59

Sutter County, California

1.57

Northampton County, Pennsylvania

1.57

Washington County, Tennessee

1.56

Jackson County, West Virginia

1.56

Columbia County, New York

1.55

Cleveland County, North Carolina

1.55

Ellis County, Texas

1.53

Clayton County, Iowa

1.52

Tattnall County, Georgia

1.51

Oceana County, Michigan

1.51

Merrimack County, New Hampshire

1.51

Chickasaw County, Mississippi

1.48

Barry County, Missouri

1.48

Winnebago County, Wisconsin

1.48

Lawrence County, Missouri

1.47

McDonald County, Missouri

1.47

Lee County, Alabama

1.46

Napa County, California

1.45

Cumberland County, New Jersey

1.44

Iosco County, Michigan

1.43

Bryan County, Oklahoma

1.43

1.43

Wayne County, West Virginia

1.43

Anson County, North Carolina

1.42

Campbell County, Tennessee

1.42

Habersham County, Georgia

1.41

Lincoln County, Oregon

1.41

Kosciusko County, Indiana

1.4

St. Francois County, Missouri

1.4

Johnston County, North Carolina

1.4

Glynn County, Georgia

1.39

Fannin County, Georgia

1.38

York County, Maine

1.38

Montgomery County, Virginia

1.37

Miami County, Ohio

1.36

Carbon County, Pennsylvania

1.36

Catawba County, North Carolina

1.34

Wood County, Texas

1.34

Levy County, Florida

1.33

Nelson County, Kentucky

1.33

Snohomish County, Washington

1.33

Mayes County, Oklahoma

1.32

Washington County, Oregon

1.32

Lawrence County, Tennessee

1.31

Washington County, Arkansas

1.3

Bullitt County, Kentucky

1.3

Phillips County, Arkansas

1.29

Troup County, Georgia

1.29

1.29

Oneida County, New York

1.28

Shenandoah County, Virginia

1.27

1.26

Douglas County, Wisconsin

1.26

Indiana County, Pennsylvania

1.25

Defiance County, Ohio

1.24

Washington County, Rhode Island

1.24

Wilson County, Tennessee

1.24

Cherokee County, Georgia

1.23

Butte County, California

1.22

Riverside County, California

1.22

Pittsburg County, Oklahoma

1.22

Placer County, California

1.21

Knox County, Indiana

1.21

1.19

Whiteside County, Illinois

1.19

Navarro County, Texas

1.19

Stanislaus County, California

1.18

Walton County, Florida

1.18

Marshall County, Kentucky

1.18

Albemarle County, Virginia

1.18

St. Joseph County, Indiana

1.17

Lincoln County, South Dakota

1.17

Apache County, Arizona

1.16

Sebastian County, Arkansas

1.16

LaPorte County, Indiana

1.16

Washington County, Utah

1.15

Clark County, Washington

1.15

Hall County, Georgia

1.14

Woodford County, Illinois

1.14

Harvey County, Kansas

1.14

Washington County, Pennsylvania

1.13

Sonoma County, California

1.12

Brown County, Wisconsin

1.12

Horry County, South Carolina

1.1

Crawford County, Arkansas

1.09

Lee County, Mississippi

1.09

1.09

Waushara County, Wisconsin

1.09

Bristol County, Massachusetts

1.08

Rock County, Wisconsin

1.08

Mobile County, Alabama

1.07

Warren County, Kentucky

1.07

Rensselaer County, New York

1.07

Lawrence County, Pennsylvania

1.07

Morrison County, Minnesota

1.06

Shelby County, Alabama

1.05

Newton County, Georgia

1.04

Bonneville County, Idaho

1.04

Union County, Ohio

1.04

Tulare County, California

1.03

Bibb County, Georgia

1.03

Cambria County, Pennsylvania

1.03

Cherokee County, Alabama

1.02

Putnam County, Florida

1.02

Twin Falls County, Idaho

1.02

Oswego County, New York

1.02

Wayne County, New York

1.02

1

Forsyth County, Georgia

1

Power County, Idaho

1

Westmoreland County, Pennsylvania

1

Wexford County, Michigan

0.99

York County, Pennsylvania

0.99

San Bernardino County, California

0.98

Tazewell County, Illinois

0.98

Ouachita Parish, Louisiana

0.98

Lowndes County, Mississippi

0.98

Yolo County, California

0.97

Nicollet County, Minnesota

0.97

Scioto County, Ohio

0.97

Kennebec County, Maine

0.96

Kaufman County, Texas

0.96

Lamoille County, Vermont

0.96

Clinton County, Iowa

0.95

Pearl River County, Mississippi

0.95

Gaston County, North Carolina

0.95

Bingham County, Idaho

0.94

Hampshire County, Massachusetts

0.94

Guernsey County, Ohio

0.94

Charlotte County, Florida

0.93

Jackson County, Iowa

0.93

Calcasieu Parish, Louisiana

0.93

Bay County, Michigan

0.93

Yuma County, Arizona

0.92

Decatur County, Indiana

0.92

San Juan County, Washington

0.92

Elmore County, Alabama

0.91

Oktibbeha County, Mississippi

0.91

Greene County, Missouri

0.91

Sullivan County, Tennessee

0.9

Allen County, Ohio

0.89

St. Croix County, Wisconsin

0.89

Richmond County, Georgia

0.88

Marion County, Illinois

0.88

Daviess County, Kentucky

0.88

Butler County, Pennsylvania

0.88

Spartanburg County, South Carolina

0.88

Robertson County, Tennessee

0.88

White County, Arkansas

0.87

Manatee County, Florida

0.87

Effingham County, Illinois

0.87

Miami County, Indiana

0.87

Polk County, Iowa

0.87

Craven County, North Carolina

0.87

McMinn County, Tennessee

0.87

Alachua County, Florida

0.86

Clermont County, Ohio

0.85

Oconee County, South Carolina

0.85

Kittitas County, Washington

0.84

Osceola County, Florida

0.83

Livingston County, New York

0.83

Stark County, Ohio

0.83

Litchfield County, Connecticut

0.81

Washington County, Wisconsin

0.81

Sussex County, Delaware

0.8

Sangamon County, Illinois

0.8

Shelby County, Indiana

0.8

Unknown Or Undefined, Louisiana

0.8

Franklin County, Massachusetts

0.8

Fauquier County, Virginia

0.8

DeSoto County, Florida

0.79

DeKalb County, Illinois

0.79

Muscatine County, Iowa

0.79

Cole County, Missouri

0.79

0.79

Tarrant County, Texas

0.79

Vernon County, Missouri

0.78

Utah County, Utah

0.78

St. Lawrence County, New York

0.77

Putnam County, Tennessee

0.77

Grayson County, Texas

0.77

Stearns County, Minnesota

0.76

Chautauqua County, New York

0.76

Cumberland County, North Carolina

0.76

0.76

Baxter County, Arkansas

0.75

Fresno County, California

0.75

Blaine County, Idaho

0.74

Bell County, Kentucky

0.74

Rankin County, Mississippi

0.74

Franklin County, Missouri

0.74

Erie County, New York

0.74

Brunswick County, North Carolina

0.74

Iredell County, North Carolina

0.74

Berks County, Pennsylvania

0.74

Anderson County, South Carolina

0.74

Washington County, Vermont

0.74

Dougherty County, Georgia

0.73

St. Louis County, Minnesota

0.73

Audrain County, Missouri

0.73

Gallatin County, Montana

0.73

Ontario County, New York

0.73

Guilford County, North Carolina

0.73

Chesapeake City, Virginia

0.73

Duval County, Florida

0.72

Christian County, Kentucky

0.72

Tangipahoa Parish, Louisiana

0.72

Cumberland County, Maine

0.72

Blount County, Tennessee

0.72

Santa Rosa County, Florida

0.71

Cecil County, Maryland

0.71

Maury County, Tennessee

0.71

New Hanover County, North Carolina

0.7

0.69

Anoka County, Minnesota

0.69

DeKalb County, Georgia

0.68

Wood County, Ohio

0.68

Erie County, Pennsylvania

0.68

Trumbull County, Ohio

0.67

Wasatch County, Utah

0.67

Montgomery County, Alabama

0.66

Franklin County, Arkansas

0.66

Union County, New Jersey

0.66

Sacramento County, California

0.65

0.65

Maricopa County, Arizona

0.64

Frederick County, Maryland

0.64

Saratoga County, New York

0.64

Lee County, North Carolina

0.64

Seminole County, Florida

0.63

Kane County, Illinois

0.63

Chester County, Pennsylvania

0.63

Weber County, Utah

0.63

Jefferson County, Wisconsin

0.63

Natrona County, Wyoming

0.63

Jefferson County, Kentucky

0.62

Chisago County, Minnesota

0.62

Hancock County, Ohio

0.62

Dorchester County, South Carolina

0.62

Rutherford County, Tennessee

0.62

St. Landry Parish, Louisiana

0.61

Knox County, Maine

0.61

Watauga County, North Carolina

0.61

Jasper County, Missouri

0.6

Franklin County, New York

0.6

0.59

Martin County, Florida

0.59

Lubbock County, Texas

0.59

Salt Lake County, Utah

0.59

0.58

Berrien County, Michigan

0.58

Dakota County, Minnesota

0.58

0.58

Bell County, Texas

0.58

Cache County, Utah

0.58

Nantucket County, Massachusetts

0.57

Worcester County, Massachusetts

0.57

Unknown Or Undefined, Arkansas

0.56

0.56

Gwinnett County, Georgia

0.56

Bernalillo County, New Mexico

0.56

Ashland County, Ohio

0.56

Cleburne County, Arkansas

0.55

Carroll County, Georgia

0.55

Cobb County, Georgia

0.55

Muscogee County, Georgia

0.55

Cumberland County, Pennsylvania

0.55

0.54

Lexington County, South Carolina

0.54

Coffee County, Tennessee

0.54

Bexar County, Texas

0.54

Jefferson County, New York

0.53

Minnehaha County, South Dakota

0.53

Berkshire County, Massachusetts

0.52

Broome County, New York

0.52

Orange County, New York

0.52

Davis County, Utah

0.52

Pinellas County, Florida

0.51

LaSalle County, Illinois

0.51

Payne County, Oklahoma

0.51

Henrico County, Virginia

0.51

Wythe County, Virginia

0.51

Spokane County, Washington

0.51

Jackson County, Mississippi

0.5

0.5

Niagara County, New York

0.5

Cabarrus County, North Carolina

0.5

Butler County, Ohio

0.5

Fulton County, Ohio

0.5

Tolland County, Connecticut

0.49

Yellowstone County, Montana

0.49

Rockingham County, New Hampshire

0.49

Forsyth County, North Carolina

0.49

Medina County, Ohio

0.49

Richland County, Ohio

0.49

Bucks County, Pennsylvania

0.49

Floyd County, Virginia

0.49

Carolina Municipio, Puerto Rico

0.49

Santa Cruz County, California

0.48

Hampden County, Massachusetts

0.48

Lewis and Clark County, Montana

0.48

Steuben County, New York

0.48

Coconino County, Arizona

0.47

Hillsborough County, Florida

0.47

Gloucester County, New Jersey

0.47

Columbia County, Pennsylvania

0.47

Roane County, Tennessee

0.47

Dallas County, Texas

0.47

Milwaukee County, Wisconsin

0.47

0.46

0.46

Webster Parish, Louisiana

0.46

Hinds County, Mississippi

0.46

Wyandotte County, Kansas

0.45

Scott County, Minnesota

0.45

Knox County, Tennessee

0.45

Unicoi County, Tennessee

0.45

Smith County, Texas

0.45

Stafford County, Virginia

0.45

0.44

Chatham County, Georgia

0.44

Fulton County, Georgia

0.44

Ingham County, Michigan

0.44

Luzerne County, Pennsylvania

0.44

Solano County, California

0.43

Bay County, Florida

0.43

Marion County, Indiana

0.42

Delaware County, Oklahoma

0.42

El Paso County, Texas

0.42

Summit County, Utah

0.42

Palm Beach County, Florida

0.41

Santa Cruz County, Arizona

0.4

Lake County, Indiana

0.4

Unknown Or Undefined, Michigan

0.4

Onondaga County, New York

0.4

Shelby County, Tennessee

0.4

Thurston County, Washington

0.4

Lee County, Florida

0.39

Hunterdon County, New Jersey

0.39

Wake County, North Carolina

0.39

Polk County, Oregon

0.39

Dauphin County, Pennsylvania

0.39

0.38

Mecklenburg County, North Carolina

0.38

Huron County, Ohio

0.38

0.37

Lake County, Florida

0.37

Huron County, Michigan

0.37

Burlington County, New Jersey

0.37

Loudoun County, Virginia

0.37

Polk County, Georgia

0.36

Cape Girardeau County, Missouri

0.36

Buncombe County, North Carolina

0.36

Portage County, Ohio

0.36

Bedford County, Tennessee

0.36

Davidson County, Tennessee

0.36

Harris County, Texas

0.36

Camden County, New Jersey

0.35

Cayuga County, New York

0.35

Kings County, New York

0.35

Unknown Or Undefined, North Carolina

0.35

Dane County, Wisconsin

0.35

Johnson County, Wyoming

0.35

0.34

Unknown Or Undefined, Alabama

0.34

Orange County, California

0.34

Black Hawk County, Iowa

0.34

Unknown Or Undefined, Kentucky

0.34

Unknown Or Undefined, Maryland

0.34

Ramsey County, Minnesota

0.34

0.34

Unknown Or Undefined, New Jersey

0.34

Montgomery County, Texas

0.34

Franklin County, Vermont

0.34

Sedgwick County, Kansas

0.33

St. Tammany Parish, Louisiana

0.33

Wicomico County, Maryland

0.33

Robeson County, North Carolina

0.33

Multnomah County, Oregon

0.33

Greenville County, South Carolina

0.33

Richland County, South Carolina

0.33

Kerr County, Texas

0.33

0.32

Pima County, Arizona

0.32

Howard County, Indiana

0.32

Carver County, Minnesota

0.32

St. Louis City, Missouri

0.32

Suffolk County, New York

0.32

Centre County, Pennsylvania

0.32

Beaufort County, South Carolina

0.32

New Haven County, Connecticut

0.31

Winnebago County, Illinois

0.31

Washington County, Virginia

0.31

Contra Costa County, California

0.3

0.3

Grundy County, Illinois

0.3

Jackson County, Missouri

0.3

0.3

Silver Bow County, Montana

0.3

Hillsborough County, New Hampshire

0.3

Dutchess County, New York

0.3

Sullivan County, New York

0.3

Burleigh County, North Dakota

0.3

Alameda County, California

0.29

McHenry County, Illinois

0.29

Vanderburgh County, Indiana

0.29

Cheboygan County, Michigan

0.29

Macomb County, Michigan

0.29

Butler County, Missouri

0.29

Delaware County, Pennsylvania

0.29

Galveston County, Texas

0.29

Washington County, Maryland

0.28

Cuyahoga County, Ohio

0.28

Hamilton County, Ohio

0.28

Providence County, Rhode Island

0.28

Faulkner County, Arkansas

0.27

Whitfield County, Georgia

0.27

Monroe County, Indiana

0.27

Charles County, Maryland

0.27

Mecosta County, Michigan

0.27

Oklahoma County, Oklahoma

0.27

Sevier County, Tennessee

0.27

Denton County, Texas

0.27

Richmond City, Virginia

0.27

Los Angeles County, California

0.26

Unknown Or Undefined, California

0.26

Hardin County, Kentucky

0.26

Saginaw County, Michigan

0.26

Passaic County, New Jersey

0.26

Ulster County, New York

0.26

Henderson County, North Carolina

0.26

Lucas County, Ohio

0.26

Travis County, Texas

0.26

Santa Clara County, California

0.25

0.25

Chaves County, New Mexico

0.25

Beaver County, Pennsylvania

0.25

Chittenden County, Vermont

0.25

Ventura County, California

0.24

Volusia County, Florida

0.24

Allen County, Indiana

0.24

Baltimore City, Maryland

0.24

Genesee County, Michigan

0.24

Grand Traverse County, Michigan

0.24

Monroe County, Pennsylvania

0.24

Prince George County, Virginia

0.24

Grant County, Washington

0.24

Wood County, West Virginia

0.24

Broward County, Florida

0.23

0.23

Albany County, New York

0.23

Newport County, Rhode Island

0.23

Brazos County, Texas

0.23

King County, Washington

0.23

Collier County, Florida

0.22

Hennepin County, Minnesota

0.22

Atlantic County, New Jersey

0.22

Collin County, Texas

0.22

Williamson County, Texas

0.22

Lake County, California

0.21

Will County, Illinois

0.21

East Baton Rouge Parish, Louisiana

0.21

Barnstable County, Massachusetts

0.21

Norfolk County, Massachusetts

0.21

Montgomery County, Ohio

0.21

Warren County, Ohio

0.21

Montgomery County, Pennsylvania

0.21

Gregg County, Texas

0.21

Prince William County, Virginia

0.21

Etowah County, Alabama

0.2

Hartford County, Connecticut

0.2

New Castle County, Delaware

0.2

Santa Fe County, New Mexico

0.2

0.19

Fairfield County, Connecticut

0.19

Rock Island County, Illinois

0.19

Johnson County, Kansas

0.19

Boone County, Kentucky

0.19

Plymouth County, Massachusetts

0.19

Middlesex County, New Jersey

0.19

Clinton County, New York

0.19

Lorain County, Ohio

0.19

Summit County, Ohio

0.19

Monongalia County, West Virginia

0.19

0.18

Brevard County, Florida

0.18

Sarasota County, Florida

0.18

Clay County, Missouri

0.18

Taney County, Missouri

0.18

Sandusky County, Ohio

0.18

Unknown Or Undefined, South Carolina

0.18

Waukesha County, Wisconsin

0.18

Jefferson County, Alabama

0.17

Hernando County, Florida

0.17

Orange County, Florida

0.17

Cook County, Illinois

0.17

Riley County, Kansas

0.17

Essex County, Massachusetts

0.17

0.17

0.17

Potter County, Texas

0.17

Harrison County, West Virginia

0.17

Washtenaw County, Michigan

0.16

0.16

Bronx County, New York

0.16

Allegheny County, Pennsylvania

0.16

Hamilton County, Tennessee

0.16

Brazoria County, Texas

0.16

Nueces County, Texas

0.16

Unknown Or Undefined, West Virginia

0.16

DuPage County, Illinois

0.15

0.15

Ocean County, New Jersey

0.15

Hidalgo County, Texas

0.15

Suffolk City, Virginia

0.15

Kitsap County, Washington

0.15

0.14

Cochise County, Arizona

0.14

0.14

Escambia County, Florida

0.14

Lake County, Illinois

0.14

Fayette County, Kentucky

0.14

Sherburne County, Minnesota

0.14

Charleston County, South Carolina

0.14

Midland County, Texas

0.14

Yavapai County, Arizona

0.13

Benton County, Arkansas

0.13

San Diego County, California

0.13

Santa Barbara County, California

0.13

Unknown Or Undefined, Florida

0.13

Unknown Or Undefined, Idaho

0.13

Unknown Or Undefined, Illinois

0.13

Shawnee County, Kansas

0.13

Bergen County, New Jersey

0.13

Franklin County, Ohio

0.13

Tulsa County, Oklahoma

0.13

Unknown Or Undefined, Virginia

0.13

Kern County, California

0.12

0.12

Pasco County, Florida

0.12

Unknown Or Undefined, Indiana

0.12

Scott County, Iowa

0.12

Jefferson Parish, Louisiana

0.12

Prince George's County, Maryland

0.12

Essex County, New Jersey

0.12

Nassau County, New York

0.12

Fort Bend County, Texas

0.12

San Juan Municipio, Puerto Rico

0.12

Hawaii County, Hawaii

0.11

Wayne County, Michigan

0.11

St. Louis County, Missouri

0.11

Cameron County, Texas

0.11

Terrebonne Parish, Louisiana

0.1

Baltimore County, Maryland

0.1

Calhoun County, Michigan

0.1

Kalamazoo County, Michigan

0.1

Cleveland County, Oklahoma

0.1

Monterey County, California

0.09

Unknown Or Undefined, Georgia

0.09

Honolulu County, Hawaii

0.09

Anne Arundel County, Maryland

0.09

Somerset County, New Jersey

0.09

Monroe County, New York

0.09

Kenosha County, Wisconsin

0.09

Middlesex County, Massachusetts

0.08

Valencia County, New Mexico

0.08

Queens County, New York

0.08

Rockland County, New York

0.08

0.08

Berkeley County, South Carolina

0.08

Clay County, Florida

0.07

Howard County, Maryland

0.07

Oakland County, Michigan

0.07

Jefferson County, Missouri

0.07

St. Charles County, Missouri

0.07

Monmouth County, New Jersey

0.07

Putnam County, New York

0.07

San Francisco County, California

0.06

San Mateo County, California

0.06

Suffolk County, Massachusetts

0.06

Boone County, Missouri

0.06

Unknown Or Undefined, Oklahoma

0.06

San Luis Obispo County, California

0.05

0.05

Leon County, Florida

0.05

Clarke County, Georgia

0.05

Hamilton County, Indiana

0.05

Orleans Parish, Louisiana

0.05

Ross County, Ohio

0.05

Kanawha County, West Virginia

0.05

Clayton County, Georgia

0.04

Unknown Or Undefined, Minnesota

0.04

Hudson County, New Jersey

0.04

Comal County, Texas

0.04

St. Clair County, Michigan

0.03

Unknown Or Undefined, New York

0.03

Unknown Or Undefined, Texas

0.03

Fairfax County, Virginia

0.03

Virginia Beach City, Virginia

0.03

Marin County, California

0.02

Morris County, New Jersey

0.02

Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

Table 7. Occupations in which the wood product manufacturing industry is the largest employer, 2015
Occupation Percent of occupation in wood product manufacturing Total employment Employment in wood product manufacturing
Sawing machine setters, operators, and tenders, wood 77.1 48,600 37,470
Log graders and scalers 75.2 2,740 2,060
Woodworking machine setters, operators, and tenders, except sawing 64.5 75,540 48,760
Woodworkers, all other 42.8 6,900 2,950
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

View Chart Data

Chart 15. Areas with the highest location quotients for wood sawing machine setters, operators, and tenders, 2015
Area Location quotient

Southwest Alabama nonmetropolitan area

29.39

Northwestern Wisconsin nonmetropolitan area

24.59

Panhandle of Idaho nonmetropolitan area

23.66

Southwest Washington nonmetropolitan area

17.58

Big Thicket Region of Texas nonmetropolitan area

17.56

Northwest Virginia nonmetropolitan area

15.58

Longview, Washington

15.19

East Georgia nonmetropolitan area

14.71

Grants Pass, Oregon

14.17

South Coast Oregon nonmetropolitan area

13.66
Source: U.S. Bureau of Labor Statistics, Occupational Employment Survey.

District 8

Textiles

Note: The North American Industry Classification System groups this industry under “fabric mills.”

View Chart Data

Chart 16. Counties with the highest location quotients in the fabric mills industry, 2015
County Location quotient

Piscataquis County, Maine

119.26

Chesterfield County, South Carolina

102.64

Anderson County, South Carolina

64.98

Grayson County, Virginia

52.91

Rockingham County, North Carolina

48.57

Pickens County, South Carolina

37.73

Alamance County, North Carolina

31.25

Henderson County, North Carolina

29.28

Strafford County, New Hampshire

28.7

Spartanburg County, South Carolina

26.84
Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

View Chart Data

Map 9. Location quotients by county for the fabric mills industry, 2015
County Location quotient

Piscataquis County, Maine

119.26

Chesterfield County, South Carolina

102.64

Anderson County, South Carolina

64.98

Grayson County, Virginia

52.91

Rockingham County, North Carolina

48.57

Pickens County, South Carolina

37.73

Alamance County, North Carolina

31.25

Henderson County, North Carolina

29.28

Strafford County, New Hampshire

28.7

Spartanburg County, South Carolina

26.84

Lincoln County, North Carolina

26.28

Edgecombe County, North Carolina

25.87

Iredell County, North Carolina

24.34

Cleveland County, North Carolina

23.59

Rutherford County, North Carolina

17.41

Gaston County, North Carolina

15.26

Catawba County, North Carolina

13.34

Caldwell County, North Carolina

12.35

Outagamie County, Wisconsin

11.18

Kennebec County, Maine

10.99

Greenville County, South Carolina

10.08

Providence County, Rhode Island

9.59

Guilford County, North Carolina

8.46

York County, South Carolina

6.31

Lexington County, South Carolina

6.04

Forsyth County, North Carolina

4.44

Mecklenburg County, North Carolina

2.12

Kent County, Rhode Island

1.11

Lake County, Illinois

0.98

Erie County, New York

0.93

Los Angeles County, California

0.77

Knox County, Tennessee

0.57

Passaic County, New Jersey

0.53

Allegheny County, Pennsylvania

0.52

Palm Beach County, Florida

0.48

0.47

Fulton County, Georgia

0.4

Queens County, New York

0.29

0.27

Hudson County, New Jersey

0.26

Middlesex County, Massachusetts

0.25

Kings County, New York

0.24

Unknown Or Undefined, Michigan

0.23

Unknown Or Undefined, South Carolina

0.15

Cook County, Illinois

0.13

Morris County, New Jersey

0.13

Monmouth County, New Jersey

0.12

Unknown Or Undefined, California

0.05

Wayne County, Michigan

0.05

King County, Washington

0.05

Cuyahoga County, Ohio

0.01

Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

Table 8. Occupations in which the fabric mills industry is a large employer, 2015
Occupation Percent of occupation in fabric mills Total employment Employment in fabric mills
Textile knitting and weaving machine setters, operators, and tenders 60.2 22,560 13,570
Textile winding, twisting, and drawing out machine setters, operators, and tenders 19.8 27,760 5,490
Fabric menders, except garment 17.7 620 110
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

View Chart Data

Chart 17. Areas with the highest location quotients for textile knitting and weaving machine setters, operators, and tenders, 2015
Area Location quotient

Dalton, Georgia

165.63

Burlington, North Carolina

71.22

North Georgia nonmetropolitan area

45.80

Northeast Alabama nonmetropolitan area

28.15

Bloomsburg-Berwick, Pennsylvania

28.06

Middle Georgia nonmetropolitan area

27.25

Piedmont North Carolina nonmetropolitan area

27.17

Spartanburg, South Carolina

24.49

Upper Savannah South Carolina nonmetropolitan area

23.42

Greenville-Anderson-Mauldin, South Carolina

22.63
Source: U.S. Bureau of Labor Statistics, Occupational Employment Statistics.

District 9

Grain

Note: The North American Industry Classification System groups this industry under “oilseed and grain farming.” The OES survey excludes most of the agricultural sector, with the exception of logging, support activities for crop production, and support activities for animal production. The OES survey does not include the oilseed and grain farming industry; therefore, occupation location quotients cannot be calculated.

View Chart Data

Chart 18. Counties with the highest location quotients in the oilseed and grain farming industry, 2015
County Location quotient

Sully County, South Dakota

363.58

Columbia County, Washington

214.56

Sharkey County, Mississippi

200.61

194.71

Hickman County, Kentucky

185.8

Lincoln County, Washington

173.86

Warren County, Indiana

173.59

Mississippi County, Missouri

165.25

Stanton County, Kansas

161.98

Tipton County, Indiana

148.74
Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

View Chart Data

Map 10. Location quotients by county for the oilseed and grain farming industry, 2015
County Location quotient

Sully County, South Dakota

363.58

Columbia County, Washington

214.56

Sharkey County, Mississippi

200.61

194.71

Hickman County, Kentucky

185.8

Lincoln County, Washington

173.86

Warren County, Indiana

173.59

Mississippi County, Missouri

165.25

Stanton County, Kansas

161.98

Tipton County, Indiana

148.74

East Carroll Parish, Louisiana

141.6

Tyrrell County, North Carolina

136.4

Lee County, Arkansas

135.21

Carlisle County, Kentucky

134.87

Hand County, South Dakota

133.31

Clay County, Arkansas

132.45

Dickey County, North Dakota

131.91

127.46

Sherman County, Texas

127.05

Colusa County, California

126.84

124.9

Quitman County, Mississippi

122.46

Traill County, North Dakota

115.82

LaMoure County, North Dakota

114.26

Traverse County, Minnesota

113.95

Norman County, Minnesota

111.62

Wilkin County, Minnesota

108.24

Liberty County, Montana

107.63

Pratt County, Kansas

107

Woodruff County, Arkansas

106.24

Poinsett County, Arkansas

104.14

Steele County, North Dakota

101.05

Stevens County, Kansas

100.98

98.56

Kiowa County, Kansas

98.4

Humphreys County, Mississippi

97.74

97.46

Kearny County, Kansas

97.17

Parmer County, Texas

93.94

Chicot County, Arkansas

92.9

92.46

Grant County, Minnesota

90.71

Chouteau County, Montana

88.75

Tallahatchie County, Mississippi

88.74

Monroe County, Arkansas

88.53

DeWitt County, Illinois

88.07

86.87

Edmunds County, South Dakota

86.55

Spink County, South Dakota

85.81

Phillips County, Arkansas

84.5

Prairie County, Arkansas

82.66

Pembina County, North Dakota

82.57

Desha County, Arkansas

82.5

Greeley County, Kansas

81.71

Nelson County, North Dakota

81.71

Hartley County, Texas

79.11

Stafford County, Kansas

76.41

Mason County, Illinois

76.27

Cheyenne County, Kansas

71.58

71.06

69.71

Dallam County, Texas

69.13

Carroll County, Missouri

69.12

Holt County, Missouri

69.05

Stoddard County, Missouri

69.02

68.68

Jackson County, Arkansas

67.82

McHenry County, North Dakota

66.8

Lawrence County, Arkansas

66.48

Washington County, Kansas

66.35

65.71

Gray County, Kansas

65.3

Lake County, Tennessee

65.29

Bolivar County, Mississippi

65.1

64.97

Kidder County, North Dakota

64.16

Walsh County, North Dakota

64

63.67

63.63

Lawrence County, Illinois

63.48

Hyde County, North Carolina

62.88

Hansford County, Texas

62.81

Sargent County, North Dakota

61.94

Camden County, North Carolina

61.92

Grundy County, Iowa

61.72

61.32

Osceola County, Iowa

61.31

Iowa County, Iowa

61

Kingsbury County, South Dakota

60.8

59.88

Richland County, North Dakota

59.82

59.61

Renville County, Minnesota

59.25

Tunica County, Mississippi

57.38

57.26

Sunflower County, Mississippi

54.75

Stanley County, South Dakota

54.32

54.26

Clark County, South Dakota

54.05

Lincoln County, Arkansas

53.65

Scott County, Kansas

53.46

Haakon County, South Dakota

53.18

52.5

Monona County, Iowa

52.3

Cross County, Arkansas

52.04

51.55

Todd County, Kentucky

51.14

Logan County, North Dakota

51.02

Jasper County, Indiana

50.58

Pemiscot County, Missouri

50.16

Castro County, Texas

50.15

Pike County, Illinois

49.84

Coahoma County, Mississippi

49.08

Whitman County, Washington

48.98

Glenn County, California

48.62

Smith County, Kansas

48.31

47.97

Marshall County, Minnesota

47.81

46.44

Lane County, Kansas

45.49

Randolph County, Arkansas

44.34

Knox County, Texas

44.07

Boone County, Iowa

43.93

43.59

Washington County, Mississippi

43.54

43.31

Menard County, Illinois

43.27

Faulk County, South Dakota

43

42.73

Hamlin County, South Dakota

42.36

Jerauld County, South Dakota

42.33

42.02

41.72

41.68

Union County, Kentucky

41.64

Wells County, North Dakota

41.41

Brule County, South Dakota

40.5

40.48

Leflore County, Mississippi

40.34

Ransom County, North Dakota

40.29

Logan County, Kansas

39.98

Cass County, Michigan

38.67

Atchison County, Missouri

37.87

Sheridan County, Montana

37.04

Lewis County, Missouri

36.53

36.39

Polk County, Minnesota

35.65

Barnes County, North Dakota

35.33

Butler County, Iowa

34.6

Chariton County, Missouri

34.55

Jewell County, Kansas

34.49

Henry County, Illinois

34.47

Gove County, Kansas

33.47

Fountain County, Indiana

32.94

Charles City County, Virginia

32.92

St. Francis County, Arkansas

32.69

Clarendon County, South Carolina

32.62

Lonoke County, Arkansas

32.46

Mississippi County, Arkansas

32.27

Teton County, Montana

31.64

Rice County, Kansas

31.12

Palo Alto County, Iowa

30.71

Pocahontas County, Iowa

30.68

Warren County, Illinois

30.47

Sutter County, California

30.37

Gooding County, Idaho

29.43

McCook County, South Dakota

29.37

Grant County, Oklahoma

29.25

Rush County, Kansas

28.69

Morehouse Parish, Louisiana

27.89

Huron County, Michigan

27.69

27.55

Perquimans County, North Carolina

27.23

Marshall County, South Dakota

27.09

Caldwell County, Missouri

26.86

Lamb County, Texas

26.63

Moore County, Texas

26.61

Drew County, Arkansas

26.5

Chippewa County, Minnesota

25.61

Crittenden County, Arkansas

25.59

Starke County, Indiana

25.39

Knox County, Indiana

25.32

Vermillion County, Indiana

25.08

Gregory County, South Dakota

24.52

24.42

24.36

24.36

Greene County, North Carolina

24.25

Caldwell County, Kentucky

24

Scott County, Missouri

23.94

Monroe County, Missouri

23.79

Washington County, North Carolina

23.45

Walla Walla County, Washington

23.44

Sac County, Iowa

23.06

22.98

Blackford County, Indiana

22.63

Wayne County, Illinois

22.36

22.19

Stutsman County, North Dakota

22.15

Jefferson County, Idaho

21.92

Dunklin County, Missouri

21.65

Clay County, Illinois

21.54

Phillips County, Kansas

21.39

Calhoun County, Georgia

21.37

21.35

Iroquois County, Illinois

21.31

Harper County, Kansas

21.31

Moody County, South Dakota

21.27

Cavalier County, North Dakota

21.24

Douglas County, Washington

21.15

21.05

Saline County, Missouri

20.89

Lewis County, Idaho

20.8

Douglas County, Illinois

20.69

Benton County, Iowa

20.41

Clark County, Illinois

20.4

Greene County, Iowa

20.21

Edgar County, Illinois

20.13

Turner County, South Dakota

19.93

Clark County, Missouri

19.84

Parke County, Indiana

19.76

Cloud County, Kansas

19.67

Benson County, North Dakota

19.45

Posey County, Indiana

19.42

Logan County, Kentucky

19.33

Graham County, Kansas

19.31

Lyon County, Iowa

19.07

White County, Indiana

18.76

Calhoun County, Iowa

18.74

Obrien County, Iowa

18.68

Finney County, Kansas

18.43

Sanilac County, Michigan

18.34

Clinton County, Indiana

18.22

Dickinson County, Kansas

18.08

Deaf Smith County, Texas

17.92

Kent County, Maryland

17.86

Bingham County, Idaho

17.81

Logan County, Illinois

17.54

Norton County, Kansas

17.52

Moultrie County, Illinois

17.39

Yuba County, California

17.27

Maui + Kalawao County, Hawaii

17.25

Holmes County, Mississippi

17.24

Wharton County, Texas

17.23

Grant County, Wisconsin

17.21

Cherokee County, Kansas

16.96

Woodford County, Illinois

16.91

Mitchell County, Kansas

16.82

DeKalb County, Illinois

16.55

Pointe Coupee Parish, Louisiana

16.48

Paulding County, Ohio

16.44

Cooper County, Missouri

16.39

Franklin Parish, Louisiana

16.34

16.33

Jackson County, Texas

16.31

16.29

Daviess County, Indiana

16.12

Wabash County, Indiana

15.91

Tuscola County, Michigan

15.85

Shelby County, Illinois

15.83

Beaver County, Oklahoma

15.55

Caribou County, Idaho

15.33

Lee County, Illinois

15.21

Reno County, Kansas

14.82

Lafayette County, Wisconsin

14.76

Dallas County, Iowa

14.74

Caroline County, Virginia

14.61

Washington County, Illinois

14.6

Grant County, Washington

14.54

Greene County, Illinois

14.41

Lagrange County, Indiana

14.25

Jackson County, Iowa

14.22

Jackson County, Oklahoma

14.07

Kauai County, Hawaii

14.06

Willacy County, Texas

14.05

Plymouth County, Iowa

13.99

Wabash County, Illinois

13.83

Dooly County, Georgia

13.73

Texas County, Oklahoma

13.72

Crawford County, Iowa

13.69

Buena Vista County, Iowa

13.36

Schuyler County, Illinois

13.23

Barton County, Kansas

13.22

Hardin County, Ohio

13.19

Hill County, Texas

13.01

Washington County, Iowa

12.98

Carroll County, Iowa

12.96

Butler County, Missouri

12.84

Marion County, Illinois

12.82

12.62

Northampton County, North Carolina

12.55

Big Horn County, Wyoming

12.42

Cass County, Iowa

12.32

11.91

Winnebago County, Iowa

11.9

Clay County, Minnesota

11.9

Crockett County, Tennessee

11.89

Shelby County, Iowa

11.85

Refugio County, Texas

11.69

Grant County, Kansas

11.56

Beaufort County, North Carolina

11.45

Jefferson County, Oklahoma

11.43

Clay County, Iowa

11.42

Atchison County, Kansas

11.42

Becker County, Minnesota

11.42

11.35

Bailey County, Texas

11.29

Greene County, Arkansas

11.25

Graves County, Kentucky

11.24

Jones County, Texas

11.22

11.17

11.13

11.1

Big Horn County, Montana

10.95

Goshen County, Wyoming

10.81

Clark County, Arkansas

10.69

Seward County, Kansas

10.68

Cottonwood County, Minnesota

10.66

Livingston County, Illinois

10.6

Boone County, Indiana

10.6

Kandiyohi County, Minnesota

10.5

Nobles County, Minnesota

10.48

Livingston County, Missouri

10.35

10.35

Dillon County, South Carolina

10.28

Asotin County, Washington

10.11

Butte County, California

10.1

Saline County, Illinois

10.02

Mercer County, Ohio

10.01

9.85

Canyon County, Idaho

9.79

Hertford County, North Carolina

9.78

Currituck County, North Carolina

9.62

McDonough County, Illinois

9.61

Wayne County, Iowa

9.61

Middlesex County, Virginia

9.58

Franklin County, Washington

9.58

Dorchester County, Maryland

9.49

Vermilion County, Illinois

9.42

Duplin County, North Carolina

9.3

Henry County, Ohio

9.3

Medina County, Texas

9.3

Callaway County, Missouri

9.22

Martin County, Minnesota

9.17

Toole County, Montana

9.06

Pope County, Minnesota

8.96

Twin Falls County, Idaho

8.86

8.84

Klickitat County, Washington

8.84

Cass County, Illinois

8.8

Decatur County, Iowa

8.77

Orleans County, New York

8.73

Ohio County, Kentucky

8.69

Ramsey County, North Dakota

8.48

Gibson County, Indiana

8.45

Gaines County, Texas

8.4

Tipton County, Tennessee

8.24

Fulton County, Ohio

8.23

Montgomery County, Indiana

8.19

Dunn County, Wisconsin

7.98

Butler County, Kentucky

7.97

Chaves County, New Mexico

7.94

Fayette County, Ohio

7.91

Carson County, Texas

7.9

7.89

Henry County, Indiana

7.86

Brown County, Illinois

7.82

Spencer County, Indiana

7.69

Gratiot County, Michigan

7.68

St. Joseph County, Michigan

7.67

Louisa County, Iowa

7.64

Pickaway County, Ohio

7.63

7.59

Livingston County, New York

7.59

Westmoreland County, Virginia

7.59

Sandusky County, Ohio

7.47

Bonneville County, Idaho

7.44

Carroll County, Tennessee

7.25

Brown County, Minnesota

7.24

Goodhue County, Minnesota

7.15

Wilson County, North Carolina

7.08

Decatur County, Indiana

7.02

Northumberland County, Pennsylvania

6.99

Crawford County, Ohio

6.95

Bremer County, Iowa

6.91

Floyd County, Iowa

6.91

Kosciusko County, Indiana

6.9

Miami County, Indiana

6.87

Panola County, Mississippi

6.87

Christian County, Kentucky

6.86

Fayette County, Iowa

6.76

Uvalde County, Texas

6.71

Nemaha County, Kansas

6.58

Montgomery County, Kansas

6.52

Frio County, Texas

6.51

Gibson County, Tennessee

6.42

Grand Forks County, North Dakota

6.38

Greene County, Indiana

6.36

Pottawatomie County, Kansas

6.25

Freeborn County, Minnesota

6.17

Dyer County, Tennessee

6.13

Wyandot County, Ohio

6.04

Henderson County, Kentucky

5.94

Latah County, Idaho

5.93

Fillmore County, Minnesota

5.91

Clay County, South Dakota

5.89

Lenawee County, Michigan

5.88

Malheur County, Oregon

5.8

Story County, Iowa

5.73

Ford County, Illinois

5.7

Sussex County, Delaware

5.65

5.64

Jefferson County, Wisconsin

5.57

Avoyelles Parish, Louisiana

5.53

Calumet County, Wisconsin

5.51

Mower County, Minnesota

5.5

Cass County, Indiana

5.49

Vernon County, Missouri

5.48

Preble County, Ohio

5.4

Harrison County, Indiana

5.34

Miller County, Arkansas

5.22

Yolo County, California

5.22

Union County, Oregon

5.21

Dawson County, Texas

5.2

Hale County, Texas

5.17

Imperial County, California

5.13

Marion County, Missouri

5.12

Davison County, South Dakota

5.12

Cayuga County, New York

5.11

Huron County, Ohio

5.05

Sangamon County, Illinois

5.04

Morton County, North Dakota

5.04

Merced County, California

4.98

Union County, South Dakota

4.94

Brazoria County, Texas

4.9

Chickasaw County, Iowa

4.87

Codington County, South Dakota

4.81

Washington County, Indiana

4.79

Ventura County, California

4.71

Jackson County, Indiana

4.63

Pennington County, Minnesota

4.63

Jackson County, Minnesota

4.59

Williamsburg County, South Carolina

4.59

Champaign County, Ohio

4.58

Waller County, Texas

4.56

Kings County, California

4.54

Bond County, Illinois

4.42

Accomack County, Virginia

4.37

Wasco County, Oregon

4.31

Delaware County, Indiana

4.26

Pottawattamie County, Iowa

4.26

Robertson County, Tennessee

4.24

4.22

Bourbon County, Kentucky

4.22

Darke County, Ohio

4.19

Blaine County, Idaho

4.15

Tippecanoe County, Indiana

4.15

Vermilion Parish, Louisiana

4.15

4.13

Arenac County, Michigan

4.05

Le Sueur County, Minnesota

4.02

Jo Daviess County, Illinois

3.99

3.98

Hillsdale County, Michigan

3.98

Cass County, North Dakota

3.96

Caroline County, Maryland

3.91

Yakima County, Washington

3.89

Jackson County, Illinois

3.79

Queen Anne's County, Maryland

3.73

Yankton County, South Dakota

3.66

Coles County, Illinois

3.62

Monroe County, Michigan

3.62

Green County, Wisconsin

3.57

Lee County, Iowa

3.55

Trempealeau County, Wisconsin

3.54

Lyon County, Minnesota

3.5

Peoria County, Illinois

3.46

San Joaquin County, California

3.43

Randolph County, Indiana

3.43

Robeson County, North Carolina

3.42

Indiana County, Pennsylvania

3.42

Liberty County, Texas

3.41

Clinton County, Iowa

3.39

Terry County, Texas

3.33

Keokuk County, Iowa

3.32

DeKalb County, Indiana

3.14

Johnson County, Indiana

3.12

Webster County, Iowa

3.11

Clayton County, Iowa

3.04

Blue Earth County, Minnesota

3.04

Clay County, Indiana

3.01

Wabasha County, Minnesota

2.95

Lapeer County, Michigan

2.93

Obion County, Tennessee

2.93

Tulare County, California

2.92

Licking County, Ohio

2.9

Clinton County, Michigan

2.88

Huntington County, Indiana

2.87

Monroe County, Illinois

2.85

Caldwell County, Texas

2.85

McKenzie County, North Dakota

2.84

Calloway County, Kentucky

2.81

Chowan County, North Carolina

2.81

Union County, North Carolina

2.76

2.76

Bee County, Texas

2.76

LaPorte County, Indiana

2.72

LaSalle County, Illinois

2.71

Kankakee County, Illinois

2.68

Curry County, New Mexico

2.68

Douglas County, Minnesota

2.67

Wayne County, New York

2.65

Dubois County, Indiana

2.64

Yuma County, Arizona

2.61

Shelby County, Kentucky

2.61

Laramie County, Wyoming

2.61

2.53

Benton County, Washington

2.46

Rock County, Wisconsin

2.44

McLean County, Illinois

2.42

Daviess County, Kentucky

2.34

2.33

Lubbock County, Texas

2.33

Woodbury County, Iowa

2.31

Sauk County, Wisconsin

2.31

Lowndes County, Mississippi

2.19

Black Hawk County, Iowa

2.14

Lycoming County, Pennsylvania

2.13

Barron County, Wisconsin

2.13

Jay County, Indiana

2.08

Clinton County, Ohio

2.08

Marion County, Ohio

2.03

Seneca County, Ohio

2.02

Cochise County, Arizona

2

Honolulu County, Hawaii

2

Otter Tail County, Minnesota

1.96

Manitowoc County, Wisconsin

1.92

Stanly County, North Carolina

1.91

Kent County, Delaware

1.89

Johnston County, North Carolina

1.85

Fannin County, Texas

1.81

Macon County, Illinois

1.77

1.73

St. Landry Parish, Louisiana

1.7

Kendall County, Illinois

1.69

Kay County, Oklahoma

1.69

Allen County, Indiana

1.68

Okanogan County, Washington

1.67

Vanderburgh County, Indiana

1.66

Calcasieu Parish, Louisiana

1.62

Stark County, North Dakota

1.62

1.61

Hidalgo County, Texas

1.61

Scott County, Minnesota

1.59

Ellis County, Texas

1.59

Hendricks County, Indiana

1.58

1.55

Kalamazoo County, Michigan

1.52

Cerro Gordo County, Iowa

1.5

1.49

White County, Arkansas

1.47

Porter County, Indiana

1.44

Bay County, Michigan

1.4

Tazewell County, Illinois

1.36

Fayette County, Texas

1.36

St. Clair County, Illinois

1.35

1.34

Sumter County, South Carolina

1.33

St. Croix County, Wisconsin

1.33

Champaign County, Illinois

1.32

Pettis County, Missouri

1.32

Grant County, Indiana

1.3

St. Joseph County, Indiana

1.28

Schuylkill County, Pennsylvania

1.28

Scott County, Iowa

1.24

Saginaw County, Michigan

1.23

Williams County, North Dakota

1.21

Jackson County, Michigan

1.18

Columbus County, North Carolina

1.16

Union County, Ohio

1.16

Dane County, Wisconsin

1.15

Salem County, New Jersey

1.12

Franklin County, Missouri

1.09

Lancaster County, Pennsylvania

1.07

McLeod County, Minnesota

1.04

Victoria County, Texas

1.04

Fairfield County, Ohio

1.03

Dakota County, Minnesota

1.02

Cape Girardeau County, Missouri

1.02

Unknown Or Undefined, Michigan

1.01

York County, Pennsylvania

0.99

Genesee County, Michigan

0.97

St. Charles County, Missouri

0.97

Racine County, Wisconsin

0.97

Columbia County, Wisconsin

0.96

Dodge County, Wisconsin

0.96

Miami County, Ohio

0.95

Solano County, California

0.94

Boone County, Missouri

0.92

Warren County, New Jersey

0.92

Grayson County, Texas

0.92

Skagit County, Washington

0.9

Hopkins County, Kentucky

0.88

0.88

Rowan County, North Carolina

0.88

Spokane County, Washington

0.81

Berrien County, Michigan

0.8

Stearns County, Minnesota

0.79

0.79

Brown County, Wisconsin

0.79

Des Moines County, Iowa

0.78

Eaton County, Michigan

0.76

Warren County, Ohio

0.76

Minnehaha County, South Dakota

0.75

Suffolk City, Virginia

0.72

Stanislaus County, California

0.71

Randall County, Texas

0.7

Linn County, Iowa

0.69

Harford County, Maryland

0.68

Platte County, Missouri

0.68

Bell County, Texas

0.67

Hardin County, Kentucky

0.66

Lorain County, Ohio

0.66

Jefferson County, Texas

0.66

Nueces County, Texas

0.66

Chester County, Pennsylvania

0.56

Frederick County, Maryland

0.55

Cameron County, Texas

0.54

McCracken County, Kentucky

0.53

Unknown Or Undefined, Illinois

0.52

McLennan County, Texas

0.52

Placer County, California

0.5

Wright County, Minnesota

0.5

Bowie County, Texas

0.5

Virginia Beach City, Virginia

0.49

Lake County, Indiana

0.47

Polk County, Iowa

0.46

Winnebago County, Illinois

0.44

Ontario County, New York

0.44

Northampton County, Pennsylvania

0.43

Wichita County, Texas

0.43

Clay County, Missouri

0.42

Marin County, California

0.41

Olmsted County, Minnesota

0.41

Craven County, North Carolina

0.4

Will County, Illinois

0.38

Hinds County, Mississippi

0.38

Unknown Or Undefined, Minnesota

0.34

Unknown Or Undefined, Missouri

0.34

Marathon County, Wisconsin

0.33

Tom Green County, Texas

0.32

Kern County, California

0.31

Sacramento County, California

0.31

Ingham County, Michigan

0.3

0.28

Fresno County, California

0.27

Delaware County, Ohio

0.27

Lucas County, Ohio

0.25

Fort Bend County, Texas

0.24

Unknown Or Undefined, Indiana

0.23

Baltimore County, Maryland

0.19

Howard County, Maryland

0.19

0.19

Westmoreland County, Pennsylvania

0.19

Unknown Or Undefined, Texas

0.19

Fayette County, Kentucky

0.18

Loudoun County, Virginia

0.18

Contra Costa County, California

0.17

Montgomery County, Maryland

0.16

Potter County, Texas

0.16

Kent County, Michigan

0.15

0.14

Berks County, Pennsylvania

0.14

Chesapeake City, Virginia

0.13

Shasta County, California

0.12

Shawnee County, Kansas

0.11

Maricopa County, Arizona

0.07

Hennepin County, Minnesota

0.02

Los Angeles County, California

0.01

Cook County, Illinois

0.01

Dallas County, Texas

0.01

Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

District 10

Livestock

Note: The North American Industry Classification System groups this industry under “animal production and aquaculture.” The OES survey excludes most of the agricultural sector, with the exception of logging, support activities for crop production, and support activities for animal production. The OES survey does not include the animal production and aquaculture industry; therefore, occupation location quotients cannot be calculated.

View Chart Data

Chart 19. Counties with the highest location quotients in the animal production and aquaculture industry, 2015
County Location quotient

258.91

Hamilton County, Kansas

220.31

195.29

Texas County, Oklahoma

190.32

171.75

Roberts County, Texas

167.59

Sherman County, Texas

166.75

Castro County, Texas

155.11

131.8

Gooding County, Idaho

131.42
Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages.

View Chart Data

Map 11. Location quotients by county for the animal production and aquaculture industry, 2015
County Location quotient

258.91

Hamilton County, Kansas

220.31

195.29

Texas County, Oklahoma

190.32

171.75

Roberts County, Texas

167.59

Sherman County, Texas

166.75

Castro County, Texas

155.11

131.8

Gooding County, Idaho

131.42

Jerome County, Idaho

121.01

Lincoln County, Idaho

116.32

Cimarron County, Oklahoma

114.96

Hartley County, Texas

105.48

Dallam County, Texas

104.81

99.48

Sibley County, Minnesota

99.27

Meagher County, Montana

97.76

Camp County, Texas

95.91

Scott County, Kansas

95.1

Wichita County, Kansas

93.31

Bailey County, Texas

89.65

Deaf Smith County, Texas

88.87

Audubon County, Iowa

88.32

Parmer County, Texas

84.55

Owyhee County, Idaho

83.26

Hodgeman County, Kansas

81.06

Roosevelt County, New Mexico

80.07

78.64

Gray County, Kansas

78.31

Hansford County, Texas

72.35

Marshall County, South Dakota

72.14

Osceola County, Iowa

70.72

Lamb County, Texas

68.83

68.44

67.66

Aurora County, South Dakota

67.5

Lane County, Kansas

67.34

Stevens County, Minnesota

64.66

Comanche County, Texas

63.69

63.53

59.86

Sterling County, Texas

58.62

Lafayette County, Florida

58.55

Moody County, South Dakota

58.47

Swisher County, Texas

58.14

56.52

Missaukee County, Michigan

56.35

Kewaunee County, Wisconsin

55.82

Paulding County, Ohio

55.05

53.94

51.18

Cassia County, Idaho

51.07

McLean County, Kentucky

50.34

Newton County, Indiana

49.66

Gilchrist County, Florida

48.6

Renville County, Minnesota

48.45

Lyon County, Iowa

48.14

47.05

46.81

Decatur County, Kansas

46.65

46.13

Motley County, Texas

46

45.95

Sampson County, North Carolina

45.85

Borden County, Texas

45.53

Cheyenne County, Kansas

44.74

44.2

Millard County, Utah

43.99

Curry County, New Mexico

43.84

43.52

Kenedy County, Texas

42.64

Hamilton County, Iowa

41.52

Okeechobee County, Florida

41.32

41.17

Kearny County, Kansas

40.78

Gonzales County, Texas

40.66

Hyde County, South Dakota

40.36

McMullen County, Texas

39.65

Lafayette County, Wisconsin

39.14

Lipscomb County, Texas

38.42

Pipestone County, Minnesota

38.27

Towner County, North Dakota

38.25

Duplin County, North Carolina

37.96

Edwards County, Texas

37.26

37

Hamlin County, South Dakota

36.87

Morrow County, Oregon

36.58

36.46

36.12

Sheridan County, Kansas

35.46

Grant County, Kansas

34.82

Winnebago County, Iowa

34.52

Hancock County, Illinois

34.44

Dickens County, Texas

34.36

Cottle County, Texas

34

33.98

33.97

Greeley County, Kansas

33.39

Donley County, Texas

33.31

Amelia County, Virginia

33.12

Hamilton County, Texas

33.08

33.04

Lake County, Oregon

33.03

Oldham County, Texas

32.86

Camuy Municipio, Puerto Rico

32.5

32.44

Franklin County, Idaho

31.9

Washington County, Kansas

31.62

Wright County, Iowa

31.45

Harmon County, Oklahoma

31.3

Moniteau County, Missouri

31.14

Gove County, Kansas

30.89

Wyoming County, New York

30.88

30.68

Tillman County, Oklahoma

30.55

Clinton County, Illinois

30.51

Brooks County, Georgia

30.45

Macon County, Georgia

30.33

Huron County, Michigan

29.93

Robertson County, Texas

29.66

Turner County, South Dakota

29.6

McPherson County, South Dakota

29.43

28.73

28.7

Hand County, South Dakota

28.14

27.97

Putnam County, Georgia

27.88

27.87

27.84

Stafford County, Kansas

27.68

Bledsoe County, Tennessee

27.56

Liberty County, Montana

27.42

Minidoka County, Idaho

27.27

Clark County, Wisconsin

27.13

Ionia County, Michigan

27.1

Jones County, North Carolina

27.09

Buffalo County, Wisconsin

26.69

Phillips County, Kansas

26.6

Chickasaw County, Iowa

26.27

Naguabo Municipio, Puerto Rico

26.24

Chaves County, New Mexico

25.82

Edmunds County, South Dakota

25.75

25.66

Pepin County, Wisconsin

25.41

Tillamook County, Oregon

25.32

Rice County, Kansas

25.11

25.09

Sioux County, Iowa

24.95

Socorro County, New Mexico

24.9

Saluda County, South Carolina

24.81

Lincoln County, Minnesota

24.8

Buena Vista County, Iowa

24.74

Clark County, South Dakota

24.72

Jasper County, Illinois

24.71

Bourbon County, Kentucky

24.69

Mason County, Texas

24.63

Hatillo Municipio, Puerto Rico

24.56

Edwards County, Kansas

24.38

Kings County, California

24.3

Oglethorpe County, Georgia

24.26

Harney County, Oregon

24.2

24.11

Cottonwood County, Minnesota

23.97

23.93

San Saba County, Texas

23.88

Erath County, Texas

23.85

23.71

Northampton County, Virginia

23.49

Hardeman County, Texas

23.45

23.44

Jeff Davis County, Texas

23.4

23.3

Taylor County, Iowa

23.28

Pawnee County, Kansas

23.19

Hardin County, Iowa

23.17

23.14

Pocahontas County, Iowa

23.08

Moore County, Texas

23.04

Elmore County, Idaho

22.9

Clarke County, Iowa

22.64

Allamakee County, Iowa

22.57

Merced County, California

22.4

Brown County, Minnesota

22.4

22.22

Union County, New Mexico

21.67

Benton County, Indiana

21.57

Oconto County, Wisconsin

21.39

McIntosh County, North Dakota

21.13

Blaine County, Montana

20.95

Hale County, Alabama

20.84

Martin County, Minnesota

20.84

Platte County, Wyoming

20.8

Nelson County, North Dakota

20.67

Hutchinson County, South Dakota

20.62

Mellette County, South Dakota

20.2

Archer County, Texas

20.14

Tulare County, California

20.11

Marquette County, Wisconsin

19.93

Mills County, Texas

19.79

Twin Falls County, Idaho

19.55

19.52

Lewis County, New York

19.43

Covington County, Mississippi

19.42

Dodge County, Minnesota

19.37

San Sebastian Municipio, Puerto Rico

19.37

Van Buren County, Iowa

19.36

19.35

Sierra County, New Mexico

19.28

Jasper County, Indiana

19.2

Prairie County, Arkansas

19.14

Grant County, South Dakota

19.07

McHenry County, North Dakota

19.06

Bandera County, Texas

19

18.87

18.81

Taylor County, Wisconsin

18.77

Kingsbury County, South Dakota

18.73

Fillmore County, Minnesota

18.62

18.57

Mora County, New Mexico

18.49

Modoc County, California

18.32

Kossuth County, Iowa

18.04

Brooks County, Texas

18.03

Levy County, Florida

17.78

Zavala County, Texas

17.71

Emmet County, Iowa

17.6

McDonald County, Missouri

17.57

Stonewall County, Texas

17.56

Lajas Municipio, Puerto Rico

17.41

Decatur County, Iowa

17.36

Wabasha County, Minnesota

17.36

17.35

Wabash County, Indiana

17.25

Clinton County, Michigan

17.13

Nemaha County, Kansas

17.09

16.82

Palo Alto County, Iowa

16.8

Calumet County, Wisconsin

16.77

Shawano County, Wisconsin

16.76

Hemphill County, Texas

16.74

Kandiyohi County, Minnesota

16.69

Fayette County, Iowa

16.6

Gratiot County, Michigan

16.44

Grant County, Oregon

16.41

16.4

16.4

Charles Mix County, South Dakota

16.37

Pope County, Minnesota

16.36

Wheeler County, Texas

16.33

Teton County, Montana

16.31

Sweet Grass County, Montana

16.2

Baylor County, Texas

16.17

Chouteau County, Montana

16.15

Jefferson County, Oklahoma

16.15

Darke County, Ohio

16.01

Hale County, Texas

15.91

Catron County, New Mexico

15.84

Barry County, Michigan

15.83

15.83

Sutton County, Texas

15.67

Blanco County, Texas

15.6

Custer County, Idaho

15.47

Clayton County, Iowa

15.46

15.38

Morrison County, Minnesota

15.34

Essex County, Vermont

15.28

Calhoun County, Georgia

15.25

Meeker County, Minnesota

15.16

Manitowoc County, Wisconsin

14.97

14.94

Sanilac County, Michigan

14.85

Grand Isle County, Vermont

14.81

14.76

Clay County, Texas

14.66

Grant County, Wisconsin

14.61

Douglas County, South Dakota

14.47

14.39

14.31

Real County, Texas

14.28

Gregory County, South Dakota

14.25

Fayette County, Texas

14.25

Franklin County, Vermont

14.25

Wharton County, Texas

14.19

Chase County, Kansas

14.1

Terrell County, Texas

14.06

Howard County, Iowa

13.96

Woodford County, Kentucky

13.94

Kinney County, Texas

13.92

Sharkey County, Mississippi

13.85

Washington County, Iowa

13.82

Thomas County, Kansas

13.82

13.74

13.66

Richland County, Wisconsin

13.66

Livingston County, New York

13.57

Pike County, Illinois

13.43

Rock County, Minnesota

13.37

McCook County, South Dakota

13.36

13.19

Hardee County, Florida

13.13

Jefferson County, Florida

13.12

Morris County, Kansas

13.09

Jefferson County, Idaho

13.08

Bosque County, Texas

13.06

Wallowa County, Oregon

12.97

12.9

Franklin County, Iowa

12.81

12.72

Genesee County, New York

12.7

Rusk County, Wisconsin

12.69

Bowman County, North Dakota

12.65

Powell County, Montana

12.64

Harrison County, Missouri

12.6

Knox County, Texas

12.58

Tripp County, South Dakota

12.56

Park County, Montana

12.52

12.45

12.4

Pinal County, Arizona

12.31

Buchanan County, Iowa

12.29

Nicollet County, Minnesota

12.27

Cayuga County, New York

12.24

Milam County, Texas

12.19

Winneshiek County, Iowa

12.17

Hancock County, Iowa

12.16

Todd County, Minnesota

12.13

Nobles County, Minnesota

12.07

Shelby County, Missouri

11.97

Mitchell County, Iowa

11.94

11.94

Potter County, South Dakota

11.9

Schuyler County, Illinois

11.89

Coal County, Oklahoma

11.89

Henry County, Tennessee

11.87

Lafayette County, Arkansas

11.83

Big Horn County, Montana

11.83

Columbia County, New York

11.74

11.73

Schuyler County, New York

11.71

11.7

Garfield County, Utah

11.7

White County, Indiana

11.69

Calhoun County, Iowa

11.65

Carbon County, Wyoming

11.63

Shelby County, Texas

11.6

Dimmit County, Texas

11.56

Schleicher County, Texas

11.55

Payette County, Idaho

11.53

Montgomery County, Iowa

11.48

Houston County, Minnesota

11.47

11.44

Greenwood County, Kansas

11.43

Faribault County, Minnesota

11.39

Concho County, Texas

11.39

Converse County, Wyoming

11.38

Keokuk County, Iowa

11.35

Sanpete County, Utah

11.28

Osceola County, Michigan

11.26

Monroe County, Missouri

11.25

Custer County, Montana

11.24

Vernon County, Wisconsin

11.24

Jay County, Indiana

11.22

Morovis Municipio, Puerto Rico

11.21

Newaygo County, Michigan

11.07

Franklin County, Texas

10.98

Carbon County, Montana

10.94

Allegan County, Michigan

10.93

Perry County, Pennsylvania

10.93

Live Oak County, Texas

10.92

Clay County, Iowa

10.9

Sierra County, California

10.86

Juniata County, Pennsylvania

10.81

Howard County, Arkansas

10.71

Hudspeth County, Texas

10.71

Torrance County, New Mexico

10.69

Iroquois County, Illinois

10.62

Morgan County, Utah

10.62

Obrien County, Iowa

10.52

Atchison County, Missouri

10.47

Goshen County, Wyoming

10.47

Phillips County, Montana

10.45

Pierce County, Wisconsin

10.45

Corson County, South Dakota

10.4

Clarke County, Virginia

10.38

Sublette County, Wyoming

10.36

Ogemaw County, Michigan

10.33

Waseca County, Minnesota

10.31

Suwannee County, Florida

10.25

Waushara County, Wisconsin

10.13

Shackelford County, Texas

10.12

Leon County, Texas

10.1

Benton County, Iowa

10.07

Clay County, Illinois

10.06

Yellow Medicine County, Minnesota

10

Rosebud County, Montana

9.97

Canyon County, Idaho

9.93

Smith County, Kansas

9.91

Humboldt County, Iowa

9.86

Stephenson County, Illinois

9.85

Woodford County, Illinois

9.85

Stanislaus County, California

9.83

Brookings County, South Dakota

9.83

Briscoe County, Texas

9.82

Fergus County, Montana

9.8

Finney County, Kansas

9.73

Iowa County, Wisconsin

9.7

9.69

Murray County, Minnesota

9.66

Barton County, Missouri

9.55

Orleans County, Vermont

9.55

Moca Municipio, Puerto Rico

9.52

9.51

Scott County, Arkansas

9.49

Plymouth County, Iowa

9.48

9.46

Greene County, Indiana

9.44

Jackson County, Minnesota

9.43

9.42

Gray County, Texas

9.41

Humphreys County, Mississippi

9.38

McCulloch County, Texas

9.37

Trempealeau County, Wisconsin

9.37

Mitchell County, Kansas

9.33

Presidio County, Texas

9.32

Ida County, Iowa

9.3

9.3

Roberts County, South Dakota

9.28

Carroll County, Arkansas

9.25

Winona County, Minnesota

9.25

Greene County, Alabama

9.16

9.16

Orange County, Vermont

9.07

9.06

Floyd County, Iowa

9.06

Burleson County, Texas

9.06

Washington County, New York

9.05

Cabo Rojo Municipio, Puerto Rico

9.04

Kimble County, Texas

9.02

La Salle County, Texas

8.98

8.96

Nottoway County, Virginia

8.93

Washington County, Illinois

8.92

Huntingdon County, Pennsylvania

8.91

Sunflower County, Mississippi

8.89

Randolph County, Indiana

8.88

Hopkins County, Texas

8.87

Warren County, North Carolina

8.83

Wayne County, North Carolina

8.8

Clinch County, Georgia

8.75

Pike County, Arkansas

8.73

Sac County, Iowa

8.68

8.67

Fall River County, South Dakota

8.67

Fulton County, Pennsylvania

8.64

Frio County, Texas

8.59

Grayson County, Virginia

8.59

Barry County, Missouri

8.58

Carroll County, Indiana

8.52

Mercer County, Ohio

8.51

Conway County, Arkansas

8.42

8.41

Caldwell County, Texas

8.39

Poweshiek County, Iowa

8.36

Red River County, Texas

8.34

Fond Du Lac County, Wisconsin

8.33

Cherokee County, Iowa

8.3

Stanley County, South Dakota

8.3

Caswell County, North Carolina

8.29

Monroe County, Kentucky

8.28

Price County, Wisconsin

8.28

Watonwan County, Minnesota

8.26

Kingman County, Kansas

8.18

Eastland County, Texas

8.17

Newberry County, South Carolina

8.12

Green County, Wisconsin

8.12

Bennett County, South Dakota

8.08

Waupaca County, Wisconsin

8.08

Ford County, Kansas

8.04

Wayne County, New York

7.98

Republic County, Kansas

7.97

Carroll County, Missouri

7.97

Crook County, Wyoming

7.97

Mitchell County, Georgia

7.96

Yakima County, Washington

7.91

Polk County, Wisconsin

7.9

Crawford County, Ohio

7.81

Washakie County, Wyoming

7.8

Somerset County, Maryland

7.74

Jones County, Iowa

7.67

Muhlenberg County, Kentucky

7.67

7.66

Cass County, Iowa

7.65

Johnson County, Wyoming

7.65

Johnson County, Arkansas

7.6

Park County, Wyoming

7.57

Mason County, Washington

7.55

Grimes County, Texas

7.54

Clay County, Mississippi

7.51

Fallon County, Montana

7.43

Luna County, New Mexico

7.43

Lee County, Georgia

7.41

Lea County, New Mexico

7.4

Nacogdoches County, Texas

7.39

Dubois County, Indiana

7.32

Van Wert County, Ohio

7.32

Grant County, Washington

7.31

Sheridan County, Wyoming

7.31

Baker County, Oregon

7.29

Fisher County, Texas

7.28

Dodge County, Wisconsin

7.27

Terry County, Texas

7.26

Lynn County, Texas

7.2

Valley County, Montana

7.19

Hardin County, Ohio

7.16

Anson County, North Carolina

7.09

Rice County, Minnesota

7.08

Pender County, North Carolina

7.07

7

Dunn County, Wisconsin

7

Pine County, Minnesota

6.98

Coleman County, Texas

6.94

Pondera County, Montana

6.91

Elk County, Kansas

6.9

Tuscola County, Michigan

6.88

Ottawa County, Kansas

6.87

Kershaw County, South Carolina

6.87

Green Lake County, Wisconsin

6.85

6.84

Refugio County, Texas

6.82

St. Lawrence County, New York

6.81

Falls County, Texas

6.79

6.76

Arecibo Municipio, Puerto Rico

6.76

Appling County, Georgia

6.75

Lemhi County, Idaho

6.74

Decatur County, Indiana

6.74

San Augustine County, Texas

6.69

Clinton County, New York

6.68

Van Zandt County, Texas

6.68

Goodhue County, Minnesota

6.66

Clinton County, Indiana

6.65

6.65

Marinette County, Wisconsin

6.61

Kent County, Maryland

6.57

Morton County, Kansas

6.56

Jefferson County, Oregon

6.54

Becker County, Minnesota

6.52

Jefferson County, Wisconsin

6.51

6.49

Gem County, Idaho

6.48

Willacy County, Texas

6.47

lsabela Municipio, Puerto Rico

6.47

Sullivan County, New York

6.45

Burke County, Georgia

6.43

Pecos County, Texas

6.4

DeSoto County, Florida

6.38

6.35

Weston County, Wyoming

6.32

Del Norte County, California

6.3

Lac Qui Parle County, Minnesota

6.26

Butte County, South Dakota

6.26

Hart County, Georgia

6.25

Jones County, Texas

6.24

Barron County, Wisconsin

6.09

Rush County, Indiana

6.05

Seward County, Kansas

6.05

6.05

Lonoke County, Arkansas

6.03

Montague County, Texas

5.94

Mercer County, Illinois

5.91

Yell County, Arkansas

5.9

Crook County, Oregon

5.88

Franklin County, New York

5.87

Todd County, Kentucky

5.84

Wells County, Indiana

5.8

5.79

Kosciusko County, Indiana

5.79

Brewster County, Texas

5.79

Hall County, Texas

5.79

Morgan County, Georgia

5.78

Benton County, Minnesota

5.78

Freeborn County, Minnesota

5.78

Callahan County, Texas

5.78

Tioga County, New York

5.75

Norton County, Kansas

5.73

Marathon County, Wisconsin

5.73

Richland County, Montana

5.72

5.72

Marion County, Kansas

5.69

Door County, Wisconsin

5.67

Ozark County, Missouri

5.66

Lavaca County, Texas

5.65

Sheboygan County, Wisconsin

5.64

Ashland County, Ohio

5.62

5.6

Santa Isabel Municipio, Puerto Rico

5.58

Cass County, Michigan

5.56

Stephens County, Texas

5.54

Quay County, New Mexico

5.53

Franklin County, Pennsylvania

5.52

Pittsylvania County, Virginia

5.52

Grundy County, Iowa

5.5

Tehama County, California

5.48

Pike County, Missouri

5.47

Matagorda County, Texas

5.47

Walworth County, South Dakota

5.46

Butler County, Iowa

5.44

Alexander County, North Carolina

5.44

Brown County, Indiana

5.42

Osage County, Kansas

5.38

Jackson County, Wisconsin

5.37

Stillwater County, Montana

5.34

Mitchell County, Texas

5.34

Dickinson County, Iowa

5.33

Bee County, Texas

5.33

Otter Tail County, Minnesota

5.32

Audrain County, Missouri

5.32

Franklin County, Virginia

5.31

Miami County, Indiana

5.29

Greene County, Iowa

5.29

Wyandot County, Ohio

5.29

Huntington County, Indiana

5.26

Jim Wells County, Texas

5.26

Cortland County, New York

5.23

Lincoln County, New Mexico

5.21

5.2

Monroe County, Wisconsin

5.16

Kiowa County, Oklahoma

5.14

Cullman County, Alabama

5.11

Jefferson County, New York

5.11

Valencia County, New Mexico

5.1

Barton County, Kansas

5.09

5.08

Fauquier County, Virginia

5.07

Licking County, Ohio

5.06

5.05

Whatcom County, Washington

5.05

5

4.97

4.96

Coke County, Texas

4.96

Livingston County, Illinois

4.93

Little River County, Arkansas

4.88

Pottawatomie County, Kansas

4.88

Reeves County, Texas

4.85

Sauk County, Wisconsin

4.85

Polk County, Arkansas

4.83

Arenac County, Michigan

4.83

DeWitt County, Texas

4.83

Juneau County, Wisconsin

4.82

Big Horn County, Wyoming

4.81

Jefferson County, Washington

4.79

Washburn County, Wisconsin

4.75

Dickinson County, Kansas

4.73

Hawaii County, Hawaii

4.72

Noble County, Indiana

4.72

Lake County, South Dakota

4.69

Pratt County, Kansas

4.67

Menominee County, Michigan

4.67

Dukes County, Massachusetts

4.66

Presque Isle County, Michigan

4.65

Pendleton County, West Virginia

4.64

Cleburne County, Arkansas

4.62

Atascosa County, Texas

4.62

4.61

Dawson County, Texas

4.58

4.56

Lamar County, Texas

4.56

Morgan County, Missouri

4.55

Delaware County, Iowa

4.5

Vermillion County, Indiana

4.47

Saline County, Missouri

4.47

Las Piedras Municipio, Puerto Rico

4.46

Walworth County, Wisconsin

4.45

Runnels County, Texas

4.44

Potter County, Pennsylvania

4.4

Carroll County, Iowa

4.37

Wayne County, Ohio

4.37

Macoupin County, Illinois

4.36

4.36

Chesterfield County, South Carolina

4.34

Branch County, Michigan

4.33

Brule County, South Dakota

4.33

Fulton County, Illinois

4.31

Isabella County, Michigan

4.3

Sherman County, Kansas

4.29

Stanly County, North Carolina

4.29

Marion County, Florida

4.28

4.27

4.26

Jackson County, Iowa

4.26

4.24

Rockingham County, Virginia

4.24

4.22

Mower County, Minnesota

4.21

Linn County, Kansas

4.2

Halifax County, North Carolina

4.2

4.19

Montgomery County, New York

4.19

Perry County, Alabama

4.18

Pierce County, Georgia

4.17

Lenawee County, Michigan

4.16

Klamath County, Oregon

4.16

Jerauld County, South Dakota

4.15

Wilson County, Texas

4.15

Bond County, Illinois

4.14

Stearns County, Minnesota

4.14

Culberson County, Texas

4.14

Martin County, Texas

4.13

Ashland County, Wisconsin

4.11

Sevier County, Utah

4.09

Putnam County, Ohio

4.08

Ceiba Municipio, Puerto Rico

4.06

Idaho County, Idaho

4.03

Dona Ana County, New Mexico

4.02

Lyon County, Minnesota

4

3.99

Jackson County, Texas

3.98

St. Croix County, Wisconsin

3.95

Columbia County, Wisconsin

3.93

Laclede County, Missouri

3.92

3.9

Umatilla County, Oregon

3.9

Medina County, Texas

3.87

Highlands County, Florida

3.85

Neosho County, Kansas

3.83

Carroll County, Illinois

3.82

Skagit County, Washington

3.8

Craig County, Oklahoma

3.79

Island County, Washington

3.77

Young County, Texas

3.76

Humboldt County, California

3.73

Wabaunsee County, Kansas

3.73

3.73

Washington County, Texas

3.73

Todd County, South Dakota

3.72

Woods County, Oklahoma

3.71

Rockbridge County, Virginia

3.71

Steuben County, New York

3.68

Ottawa County, Michigan

3.65

Fremont County, Iowa

3.64

Jo Daviess County, Illinois

3.63

Snyder County, Pennsylvania

3.63

Winkler County, Texas

3.62

Fayette County, Tennessee

3.59

Allegany County, New York

3.57

Richmond County, North Carolina

3.57

Lincoln County, Missouri

3.56

Lawrence County, Alabama

3.55

Freestone County, Texas

3.54

Shelby County, Illinois

3.5

Williams County, Ohio

3.49

Austin County, Texas

3.48

Greenbrier County, West Virginia

3.48

Lancaster County, Pennsylvania

3.46

Montgomery County, Illinois

3.44

Fresno County, California

3.42

Harrisonburg City, Virginia

3.42

Prince of Wales-Hyder Census Area, Alaska

3.41

McDonough County, Illinois

3.4

Miller County, Missouri

3.4

Codington County, South Dakota

3.4

Kerr County, Texas

3.4

Blue Earth County, Minnesota

3.37

McDuffie County, Georgia

3.34

Duval County, Texas

3.33

Wood County, Texas

3.33

Juncos Municipio, Puerto Rico

3.33

Alfalfa County, Oklahoma

3.31

Anderson County, Texas

3.31

DeKalb County, Illinois

3.29

Logan County, Illinois

3.27

Ontario County, New York

3.27

Wayne County, Indiana

3.26

Scurry County, Texas

3.24

Somerset County, Maine

3.22

Scott County, Kentucky

3.2

Kern County, California

3.19

Putnam County, Missouri

3.19

Clinton County, Pennsylvania

3.19

Caroline County, Maryland

3.17

3.17

Lewis County, Washington

3.16

3.14

3.1

Laramie County, Wyoming

3.1

Callaway County, Missouri

3.09

Iredell County, North Carolina

3.09

Morris County, Texas

3.09

Henry County, Iowa

3.08

Cattaraugus County, New York

3.08

Rains County, Texas

3.07

Le Flore County, Oklahoma

3.06

Cache County, Utah

3.06

Naranjito Municipio, Puerto Rico

3.06

DeKalb County, Alabama

3.05

Orange County, Virginia

3.05

Delaware County, New York

3.04

Okanogan County, Washington

3.04

Webster County, Missouri

3.03

Mason County, Michigan

3.02

Crawford County, Pennsylvania

3.02

Wright County, Missouri

3.01

3

Sullivan County, New Hampshire

3

Sawyer County, Wisconsin

3

Wythe County, Virginia

2.98

Louisa County, Iowa

2.97

Lee County, Texas

2.97

2.96

Lincoln County, Maine

2.96

Chippewa County, Wisconsin

2.96

McLean County, North Dakota

2.94

McClain County, Oklahoma

2.92

Dallas County, Iowa

2.91

Schoharie County, New York

2.91

2.91

Maverick County, Texas

2.88

Androscoggin County, Maine

2.86

Dillon County, South Carolina

2.85

Parker County, Texas

2.85

2.84

McLeod County, Minnesota

2.84

San Miguel County, New Mexico

2.84

Holmes County, Ohio

2.84

Osage County, Oklahoma

2.84

Augusta County, Virginia

2.84

Ogle County, Illinois

2.83

Le Sueur County, Minnesota

2.83

Oregon County, Missouri

2.83

Edgecombe County, North Carolina

2.83

Tioga County, Pennsylvania

2.82

Windsor County, Vermont

2.82

2.81

Wright County, Minnesota

2.81

Marion County, Ohio

2.79

Iron County, Utah

2.78

Greene County, Virginia

2.77

Hardy County, West Virginia

2.77

Beaufort County, North Carolina

2.76

Tom Green County, Texas

2.75

2.75

2.74

2.72

Karnes County, Texas

2.72

Cooke County, Texas

2.71

Gillespie County, Texas

2.71

Logan County, Ohio

2.7

Thurston County, Washington

2.7

Spencer County, Indiana

2.67

Henderson County, Texas

2.67

Butler County, Kansas

2.66

Woodward County, Oklahoma

2.66

Blount County, Alabama

2.65

Benton County, Arkansas

2.65

Henry County, Indiana

2.65

Ste. Genevieve County, Missouri

2.63

Stutsman County, North Dakota

2.63

Coryell County, Texas

2.63

Alleghany County, North Carolina

2.61

Wilkes County, North Carolina

2.61

Jones County, Mississippi

2.6

Chenango County, New York

2.6

Bates County, Missouri

2.59

Johnston County, Oklahoma

2.59

Knox County, Illinois

2.56

Upshur County, Texas

2.56

Greene County, Arkansas

2.55

Morton County, North Dakota

2.55

Yamhill County, Oregon

2.55

Cass County, Indiana

2.54

Ravalli County, Montana

2.54

Carson County, Texas

2.54

2.53

Northumberland County, Pennsylvania

2.53

Hoke County, North Carolina

2.52

Brown County, Wisconsin

2.52

Lebanon County, Pennsylvania

2.51

Brazos County, Texas

2.49

Hill County, Texas

2.49

Lincoln County, Wyoming

2.49

Garvin County, Oklahoma

2.48

Surry County, North Carolina

2.47

Wayne County, Georgia

2.46

Lagrange County, Indiana

2.46

Rio Grande Municipio, Puerto Rico

2.46

Wilkes County, Georgia

2.44

White County, Arkansas

2.43

Coos County, Oregon

2.43

Rensselaer County, New York

2.42

Washington County, Virginia

2.42

Blaine County, Idaho

2.4

Blair County, Pennsylvania

2.4

Hutchinson County, Texas

2.4

Rock County, Wisconsin

2.39

Sumter County, Alabama

2.37

Sonoma County, California

2.37

Redwood County, Minnesota

2.37

Glacier County, Montana

2.37

Shenandoah County, Virginia

2.37

Polk County, Minnesota

2.36

Eddy County, New Mexico

2.36

Union County, North Carolina

2.35

Oldham County, Kentucky

2.34

Lenoir County, North Carolina

2.34

Nolan County, Texas

2.34

Bedford County, Pennsylvania

2.33

Somerset County, Pennsylvania

2.33

Lincoln County, Wisconsin

2.33

Jack County, Texas

2.32

Sullivan County, Missouri

2.31

Washington County, Wisconsin

2.31

Wood County, Wisconsin

2.31

Rincon Municipio, Puerto Rico

2.31

Marshall County, Indiana

2.29

Waldo County, Maine

2.26

Hughes County, South Dakota

2.26

Goochland County, Virginia

2.26

Outagamie County, Wisconsin

2.26

Accomack County, Virginia

2.25

Trinity County, California

2.23

Brown County, South Dakota

2.23

Culpeper County, Virginia

2.22

San German Municipio, Puerto Rico

2.22

Unknown Or Undefined, Idaho

2.21

Grundy County, Missouri

2.2

Cheshire County, New Hampshire

2.19

Shiawassee County, Michigan

2.17

Campbell County, Virginia

2.17

New London County, Connecticut

2.16

Hopkins County, Kentucky

2.16

Yoakum County, Texas

2.16

Mecosta County, Michigan

2.15

Gallatin County, Montana

2.15

Pickaway County, Ohio

2.15

Crawford County, Wisconsin

2.15

Concordia Parish, Louisiana

2.14

Chautauqua County, New York

2.14

Jessamine County, Kentucky

2.13

Franklin County, Kansas

2.12

Bastrop County, Texas

2.12

Hockley County, Texas

2.12

Tate County, Mississippi

2.11

Fentress County, Tennessee

2.11

Montgomery County, Kansas

2.09

Fremont County, Wyoming

2.09

Bremer County, Iowa

2.08

Houston County, Texas

2.08

Portage County, Wisconsin

2.07

Ray County, Missouri

2.05

Frederick County, Maryland

2.04

Marshall County, Alabama

2.03

Jackson County, Georgia

2.02

Evans County, Georgia

2.01

Labette County, Kansas

2.01

Union County, Ohio

2.01

Fannin County, Texas

2.01

Randall County, Texas

2.01

Lewis and Clark County, Montana

2

2

De Soto Parish, Louisiana

1.97

Noxubee County, Mississippi

1.97

Orangeburg County, South Carolina

1.97

Washington County, Indiana

1.96

Kendall County, Texas

1.96

Brown County, Texas

1.93

Carter County, Oklahoma

1.92

Windham County, Vermont

1.92

Lincoln County, Tennessee

1.91

Tolland County, Connecticut

1.9

Benton County, Missouri

1.9

Val Verde County, Texas

1.9

Henry County, Kentucky

1.88

Vernon County, Missouri

1.88

Coos County, New Hampshire

1.88

Manati Municipio, Puerto Rico

1.88

Cedar County, Missouri

1.87

Pettis County, Missouri

1.87

Thomas County, Georgia

1.86

DeKalb County, Indiana

1.86

Hood County, Texas

1.86

1.85

Marshall County, Iowa

1.84

Kittitas County, Washington

1.84

Jackson County, Florida

1.83

Jefferson County, Kansas

1.82

Fayette County, Kentucky

1.82

Tompkins County, New York

1.82

Page County, Virginia

1.82

Effingham County, Illinois

1.81

Tuscarawas County, Ohio

1.81

Toa Alta Municipio, Puerto Rico

1.81

Yuma County, Arizona

1.8

Calhoun County, Texas

1.8

Ohio County, Kentucky

1.79

Pitt County, North Carolina

1.79

Nelson County, Virginia

1.79

Grays Harbor County, Washington

1.79

Clinton County, Iowa

1.78

Palo Pinto County, Texas

1.77

Lake County, Montana

1.74

Dallas County, Alabama

1.72

Mille Lacs County, Minnesota

1.72

Polk County, Missouri

1.72

Waller County, Texas

1.72

Harvey County, Kansas

1.71

Boone County, Indiana

1.7

Jasper County, Missouri

1.7

Herkimer County, New York

1.7

Champaign County, Ohio

1.7

Coshocton County, Ohio

1.7

Cidra Municipio, Puerto Rico

1.7

Santa Cruz County, Arizona

1.69

Franklin County, North Carolina

1.69

Knox County, Ohio

1.69

1.68

Windham County, Connecticut

1.67

Henry County, Missouri

1.67

Mariposa County, California

1.66

Woodbury County, Iowa

1.66

Lyon County, Kansas

1.66

Potter County, Texas

1.65

Cooper County, Missouri

1.64

Caledonia County, Vermont

1.64

Walla Walla County, Washington

1.64

Queen Anne's County, Maryland

1.63

Cherokee County, Texas

1.63

Winnebago County, Wisconsin

1.63

1.62

Cochise County, Arizona

1.6

Seneca County, New York

1.6

Nassau County, Florida

1.58

Fulton County, Indiana

1.58

Botetourt County, Virginia

1.57

Washington County, Arkansas

1.56

Berks County, Pennsylvania

1.56

Russell County, Virginia

1.56

Franklin County, Indiana

1.55

Grafton County, New Hampshire

1.55

Marshall County, Kansas

1.54

Uintah County, Utah

1.54

Calhoun County, Michigan

1.52

Hampshire County, West Virginia

1.51

Ozaukee County, Wisconsin

1.5

Sumter County, Florida

1.49

Dane County, Wisconsin

1.49

Niagara County, New York

1.48

Villalba Municipio, Puerto Rico

1.46

Vermilion Parish, Louisiana

1.45

Randolph County, North Carolina

1.45

Robeson County, North Carolina

1.45

Union County, Oregon

1.45

Titus County, Texas

1.45

Wilson County, Kansas

1.44

Garfield County, Oklahoma

1.44

Steuben County, Indiana

1.43

Warren County, Iowa

1.43

Polk County, North Carolina

1.43

Crawford County, Missouri

1.42

Whitman County, Washington

1.42

1.41

Kauai County, Hawaii

1.41

Mcpherson County, Kansas

1.41

Hubbard County, Minnesota

1.41

Franklin County, Missouri

1.41