For release 10:00 a.m. (ET) Friday, August 19, 2022 USDL-22-1682 

Technical information:

 Employment: (202) 691-6559 • sminfo@bls.gov • www.bls.gov/sae 

 Unemployment: (202) 691-6392 • lausinfo@bls.gov • www.bls.gov/lau 

Media contact: (202) 691-5902 • PressOffice@bls.gov

STATE EMPLOYMENT AND UNEMPLOYMENT — JULY 2022

Unemployment rates were lower in July in 14 states and the District of Columbia, higher in 3 states, and 

stable in 33 states, the U.S. Bureau of Labor Statistics reported today. All 50 states and the District had 

jobless rate decreases from a year earlier. The national unemployment rate edged down to 3.5 percent 

over the month and was 1.9 percentage points lower than in July 2021. 

Nonfarm payroll employment increased in 20 states, decreased in 2 states, and was essentially 

unchanged in 28 states and the District of Columbia in July 2022. Over the year, nonfarm payroll 

employment increased in 43 states and the District and was essentially unchanged in 7 states.

This news release presents statistics from two monthly programs. The civilian labor force and

unemployment data are modeled based largely on a survey of households. These data pertain to 

individuals by where they reside. The employment data are from an establishment survey that measures 

nonfarm employment, hours, and earnings by industry. These data pertain to jobs on payrolls defined by 

where the establishments are located. For more information about the concepts and statistical

methodologies used by these two programs, see the Technical Note. 

Unemployment

Minnesota had the lowest jobless rate in July, 1.8 percent. The next lowest rates were in Nebraska, New 

Hampshire, and Utah, 2.0 percent each. The rates in the following seven states set new series lows (all 

state series begin in 1976): Alaska (4.5 percent), California (3.9 percent), Georgia (2.8 percent), 

Louisiana (3.6 percent), Mississippi (3.6 percent), Missouri (2.5 percent), and Washington (3.7 percent). 

The District of Columbia had the highest unemployment rate, 5.2 percent, followed by Alaska and New 

Mexico, 4.5 percent each. In total, 17 states had unemployment rates lower than the U.S. figure of 3.5 

percent, 10 states and the District had higher rates, and 23 states had rates that were not appreciably 

different from that of the nation. (See tables A and 1 and map 1.) 

In July, 14 states and the District of Columbia had over-the-month unemployment rate decreases, the 

largest of which was in New Mexico (-0.4 percentage point). Three states had unemployment rate 

increases: Indiana (+0.2 percentage point) and Montana and Nebraska (+0.1 point each). Thirty-three

states had jobless rates that were not notably different from those of a month earlier, though some had 

changes that were at least as large numerically as the significant changes. (See table B.)
-2- 

The largest unemployment rate decreases from July 2021 occurred in California (-3.5 percentage points) 

and Rhode Island (-3.3 points). The smallest over-the-year jobless rate decline occurred in Nebraska 

(-0.5 percentage point). (See table C.)

Nonfarm Payroll Employment 

Nonfarm payroll employment increased in 20 states, decreased in 2 states, and was essentially 

unchanged in 28 states and the District of Columbia in July 2022. The largest job gains occurred in 

California (+84,800), Florida (+73,800), and Texas (+72,800). The largest percentage increase occurred 

in Hawaii (+1.3 percent), followed by Arkansas and Missouri (+0.9 percent each). Employment 

decreased in Tennessee (-12,400, or -0.4 percent) and Kentucky (-11,400, or -0.6 percent). (See tables D 

and 3.) 

Over the year, nonfarm payroll employment increased in 43 states and the District of Columbia and was 

essentially unchanged in 7 states. The largest job increases occurred in California (+740,000), Texas 

(+736,700), and Florida (+437,800). The largest percentage increases occurred in Texas (+5.8 percent), 

Nevada (+5.7 percent), and Florida (+4.9 percent). (See table E and map 2.) 

_____________ 

The Metropolitan Area Employment and Unemployment news release for July is scheduled to be 

released on Wednesday, August 31, 2022, at 10:00 a.m. (ET). The State Employment and 

Unemployment news release for August is scheduled to be released on Friday, September 16, 2022, 

at 10:00 a.m. (ET). 
-3- 

State Rate p

United States 1 ................................................ 3.5

Alabama ......................................................... 2.6

Alaska ............................................................ 4.5

California ......................................................... 3.9

Delaware ......................................................... 4.4

District of Columbia .......................................... 5.2

Florida ............................................................ 2.7

Georgia ........................................................... 2.8

Idaho .............................................................. 2.6

Illinois ............................................................. 4.4

Indiana ............................................................ 2.6

Iowa ................................................................ 2.5

Kansas ........................................................... 2.4

Michigan ......................................................... 4.2

Minnesota ....................................................... 1.8

Missouri .......................................................... 2.5

Montana .......................................................... 2.7

Nebraska ........................................................ 2.0

Nevada ............................................................ 4.4

New Hampshire ............................................... 2.0

New Mexico .................................................... 4.5

New York ........................................................ 4.4

North Dakota ................................................... 2.3

Pennsylvania ................................................... 4.3

South Dakota .................................................. 2.3

Texas ............................................................. 4.0

Utah ............................................................... 2.0

Vermont .......................................................... 2.1

Virginia ........................................................... 2.7

1

 Data are not preliminary.

p

 = preliminary.

Table A. States with unemployment rates significantly different from that

of the U.S., July 2022, seasonally adjusted
-4- 

Table B. States with statistically significant unemployment rate changes from June 2022

to July 2022, seasonally adjusted

June 2022 July 2022 p

California .................................... 4.2 3.9 -0.3

Connecticut ................................. 4.0 3.7 -.3

District of Columbia ..................... 5.5 5.2 -.3

Florida ........................................ 2.8 2.7 -.1

Indiana ....................................... 2.4 2.6 .2

Maine ......................................... 3.0 2.8 -.2

Maryland ..................................... 4.0 3.9 -.1

Massachusetts ............................. 3.7 3.5 -.2

Missouri ...................................... 2.8 2.5 -.3

Montana ...................................... 2.6 2.7 .1

Nebraska .................................... 1.9 2.0 .1

Nevada ....................................... 4.7 4.4 -.3

New Jersey ................................. 3.9 3.7 -.2

New Mexico ................................. 4.9 4.5 -.4

North Dakota ............................... 2.5 2.3 -.2

Pennsylvania ............................... 4.5 4.3 -.2

Virginia ....................................... 2.8 2.7 -.1

Washington ................................. 3.8 3.7 -.1

p

 = preliminary.

State

Rate Over-the-month 

change p
-5- 

Table C. States with statistically significant unemployment rate changes from July 2021

to July 2022, seasonally adjusted

July 2021 July 2022 p

Alabama ..................................... 3.4 2.6 -0.8

Alaska ........................................ 6.5 4.5 -2.0

Arizona ....................................... 4.9 3.3 -1.6

Arkansas .................................... 4.0 3.3 -.7

California .................................... 7.4 3.9 -3.5

Colorado ..................................... 5.6 3.3 -2.3

Connecticut ................................. 6.3 3.7 -2.6

Delaware .................................... 5.5 4.4 -1.1

District of Columbia ..................... 7.1 5.2 -1.9

Florida ........................................ 4.5 2.7 -1.8

Georgia ...................................... 3.9 2.8 -1.1

Hawaii ........................................ 5.5 4.1 -1.4

Idaho .......................................... 3.6 2.6 -1.0

Illinois ......................................... 6.2 4.4 -1.8

Indiana ....................................... 3.7 2.6 -1.1

Iowa ........................................... 4.4 2.5 -1.9

Kansas ....................................... 3.4 2.4 -1.0

Kentucky .................................... 4.8 3.7 -1.1

Louisiana .................................... 5.5 3.6 -1.9

Maine ......................................... 4.9 2.8 -2.1

Maryland ..................................... 6.1 3.9 -2.2

Massachusetts ............................. 5.7 3.5 -2.2

Michigan ..................................... 6.2 4.2 -2.0

Minnesota ................................... 3.3 1.8 -1.5

Mississippi .................................. 5.6 3.6 -2.0

Missouri ...................................... 4.3 2.5 -1.8

Montana ...................................... 3.5 2.7 -.8

Nebraska .................................... 2.5 2.0 -.5

Nevada ....................................... 6.6 4.4 -2.2

New Hampshire ........................... 3.5 2.0 -1.5

New Jersey ................................. 6.6 3.7 -2.9

New Mexico ................................. 7.0 4.5 -2.5

New York .................................... 6.9 4.4 -2.5

North Carolina ............................. 4.9 3.4 -1.5

North Dakota ............................... 3.4 2.3 -1.1

Ohio ........................................... 5.1 3.9 -1.2

Oklahoma .................................... 3.9 3.0 -.9

Oregon ....................................... 5.1 3.5 -1.6

Pennsylvania ............................... 6.4 4.3 -2.1

Rhode Island ............................... 6.0 2.7 -3.3

South Carolina ............................ 4.0 3.2 -.8

South Dakota .............................. 3.2 2.3 -.9

Tennessee .................................. 4.2 3.3 -.9

Texas .......................................... 5.6 4.0 -1.6

Utah ........................................... 2.7 2.0 -.7

Vermont ...................................... 3.3 2.1 -1.2

Virginia ....................................... 3.8 2.7 -1.1

Washington ................................. 5.2 3.7 -1.5

West Virginia .............................. 5.1 3.7 -1.4

Wisconsin ................................... 3.8 3.0 -.8

Wyoming .................................... 4.5 3.0 -1.5

p

 = preliminary.

State

Rate Over-the-year 

change p
-6- 

Table D. States with statistically significant employment changes from June 2022 to

July 2022, seasonally adjusted

June July

2022 2022 p Level Percent

Alaska ....................................... 310,400 312,800 2,400 0.8

Arizona ...................................... 3,060,300 3,083,200 22,900 .7

Arkansas ................................... 1,311,000 1,322,200 11,200 .9

California ................................... 17,533,300 17,618,100 84,800 .5

Florida ....................................... 9,359,600 9,433,400 73,800 .8

Hawaii ....................................... 604,600 612,200 7,600 1.3

Illinois ........................................ 6,029,100 6,060,300 31,200 .5

Kentucky ................................... 1,949,400 1,938,000 -11,400 -.6

Louisiana ................................... 1,908,500 1,922,200 13,700 .7

Maryland ................................... 2,717,300 2,729,300 12,000 .4

 

Massachusetts .......................... 3,666,600 3,680,100 13,500 .4

Michigan .................................... 4,323,800 4,349,400 25,600 .6

Minnesota .................................. 2,915,700 2,934,800 19,100 .7

Missouri .................................... 2,902,400 2,927,200 24,800 .9

New Mexico ............................... 846,800 852,200 5,400 .6

New York ................................... 9,451,300 9,492,300 41,000 .4

North Carolina ............................ 4,757,300 4,788,700 31,400 .7

Pennsylvania .............................. 5,948,500 5,979,500 31,000 .5

South Carolina ........................... 2,217,300 2,233,600 16,300 .7

Tennessee ................................. 3,247,700 3,235,300 -12,400 -.4

Texas ........................................ 13,440,300 13,513,100 72,800 .5

Virginia ...................................... 4,050,200 4,070,800 20,600 .5

p

 = preliminary.

State Over-the-month change p
-7- 

Table E. States with statistically significant employment changes from July 2021 to

July 2022, seasonally adjusted

July July

2021 2022 p Level Percent

Alabama .................................... 2,048,300 2,088,100 39,800 1.9

Arizona ...................................... 2,979,800 3,083,200 103,400 3.5

Arkansas ................................... 1,285,600 1,322,200 36,600 2.8

California ................................... 16,878,100 17,618,100 740,000 4.4

Colorado .................................... 2,762,600 2,862,900 100,300 3.6

Connecticut ............................... 1,626,600 1,658,800 32,200 2.0

Delaware ................................... 450,900 462,900 12,000 2.7

District of Columbia .................... 743,900 767,200 23,300 3.1

Florida ....................................... 8,995,600 9,433,400 437,800 4.9

Georgia ..................................... 4,597,800 4,812,100 214,300 4.7

 

Idaho ......................................... 799,400 823,000 23,600 3.0

Illinois ........................................ 5,823,700 6,060,300 236,600 4.1

Indiana ...................................... 3,113,900 3,188,300 74,400 2.4

Iowa .......................................... 1,541,300 1,575,200 33,900 2.2

Kentucky ................................... 1,892,600 1,938,000 45,400 2.4

Louisiana ................................... 1,886,100 1,922,200 36,100 1.9

Maine ........................................ 623,100 635,600 12,500 2.0

Maryland ................................... 2,650,700 2,729,300 78,600 3.0

Massachusetts .......................... 3,545,600 3,680,100 134,500 3.8

Michigan .................................... 4,216,600 4,349,400 132,800 3.1

 

Minnesota .................................. 2,865,600 2,934,800 69,200 2.4

Missouri .................................... 2,874,700 2,927,200 52,500 1.8

Montana .................................... 492,900 507,000 14,100 2.9

Nebraska ................................... 1,011,300 1,033,200 21,900 2.2

Nevada ...................................... 1,383,400 1,461,600 78,200 5.7

New Hampshire .......................... 669,200 682,300 13,100 2.0

New Jersey ................................ 4,038,400 4,218,300 179,900 4.5

New Mexico ............................... 821,500 852,200 30,700 3.7

New York ................................... 9,077,600 9,492,300 414,700 4.6

North Carolina ............................ 4,634,200 4,788,700 154,500 3.3

 

North Dakota .............................. 417,700 427,500 9,800 2.3

Ohio .......................................... 5,400,900 5,484,000 83,100 1.5

Oklahoma .................................. 1,646,300 1,691,100 44,800 2.7

Oregon ...................................... 1,899,100 1,960,200 61,100 3.2

Pennsylvania .............................. 5,775,700 5,979,500 203,800 3.5

Rhode Island .............................. 483,500 496,200 12,700 2.6

South Carolina ........................... 2,153,700 2,233,600 79,900 3.7

Tennessee ................................. 3,125,300 3,235,300 110,000 3.5

Texas ........................................ 12,776,400 13,513,100 736,700 5.8

Utah .......................................... 1,622,700 1,672,200 49,500 3.1

 

Virginia ...................................... 3,950,400 4,070,800 120,400 3.0

Washington ............................... 3,369,600 3,503,900 134,300 4.0

West Virginia ............................. 687,700 706,600 18,900 2.7

Wyoming ................................... 277,900 284,300 6,400 2.3

p

 = preliminary.

State Over-the-year change p
Technical Note

This news release presents civilian labor force and 

unemployment data for states and selected substate areas from 

the Local Area Unemployment Statistics (LAUS) program 

(tables 1 and 2). Also presented are nonfarm payroll 

employment estimates by state and industry supersector from 

the Current Employment Statistics (CES) program (tables 3 and 

4). The LAUS and CES programs are both federal-state 

cooperative endeavors.

Civilian labor force and unemployment—from the 

LAUS program

 Definitions. The civilian labor force and unemployment 

data are based on the same concepts and definitions as those 

used for the official national estimates obtained from the 

Current Population Survey (CPS), a sample survey of 

households that is conducted for the Bureau of Labor Statistics 

(BLS) by the U.S. Census Bureau. The LAUS program 

measures employed people and unemployed people on a placeof-residence basis. The universe for each is the civilian 

noninstitutional population 16 years of age and older. 

Employed people are those who did any work at all for pay or 

profit in the reference week (typically the week including the 

12th of the month) or worked 15 hours or more without pay in 

a family business or farm, plus those not working who had a job 

from which they were temporarily absent, whether or not paid, 

for such reasons as bad weather, labor-management dispute, 

illness, or vacation. 

 Unemployed people are those who were not employed during 

the reference week (based on the definition above), had actively 

looked for a job sometime in the 4-week period ending with the 

reference week, and were currently available for work; people

on layoff expecting recall need not be looking for work to be 

counted as unemployed. The civilian labor force is the sum of 

employed and unemployed people. The unemployment rate is 

the number of unemployed as a percent of the civilian labor 

force.

 Method of estimation. Estimates for 48 states, the District 

of Columbia, the Los Angeles-Long Beach-Glendale 

metropolitan division, New York City, and the balances of 

California and New York State are produced using time-series 

models. This method, which underwent substantial 

enhancement at the beginning of 2021, utilizes data from 

several sources, including the CPS, the CES, and state 

unemployment insurance (UI) programs. Estimates for the state 

of California are derived by summing the estimates for the Los 

Angeles-Long Beach-Glendale metropolitan division and the 

balance of California. Similarly, estimates for New York State

are derived by summing the estimates for New York City and 

the balance of New York State. Estimates for the five additional 

substate areas contained in this release (the Cleveland-Elyria 

and Detroit-Warren-Dearborn metropolitan areas and the 

Chicago-Naperville-Arlington Heights, Miami-Miami BeachKendall, and Seattle-Bellevue-Everett metropolitan divisions) 

and their respective balances of state are produced using a 

similar model-based approach.

 Each month, estimates for the nine census divisions first are

modeled using inputs from the CPS only and controlled to the 

national totals. State estimates then are controlled to their 

respective census division totals. Substate and balance-of-state 

estimates for the five areas noted above also are controlled to 

their respective state totals. This tiered process of controlling 

model-based estimates to the U.S. totals is called real-time 

benchmarking. Estimates for Puerto Rico are derived from a 

monthly household survey similar to the CPS. A more detailed 

description of the estimation procedures is available from BLS 

upon request.

 Annual revisions. Civilian labor force and unemployment 

data for prior years reflect adjustments made after the end of 

each year. The adjusted estimates reflect updated population 

data from the U.S. Census Bureau, any revisions in the other 

data sources, and model re-estimation. In most years, historical 

data for the most recent five years are revised near the 

beginning of each calendar year, prior to the release of January 

estimates. With the introduction of a new generation of timeseries models in 2021, historical data were re-estimated back to 

the series beginnings in 1976, 1990, or 1994.

 Seasonal adjustment. The LAUS models decompose the 

estimates of employed and unemployed people into trend, 

seasonal, and irregular components. The benchmarked signals 

of employed and unemployed people first are adjusted using an 

X-11 type of seasonal adjustment filter. The adjusted data then 

are smoothed using a Reproducing Kernel Hilbert Space 

(RKHS) filter. The smoothed-seasonally adjusted estimates of 

employed and unemployed people are summed to derive the 

civilian labor force, and the unemployment rate then is 

calculated as the unemployed percent of the civilian labor force. 

The resulting smoothed-seasonally adjusted unemployment 

rate estimates are analyzed in this news release and published 

on the BLS website. 

 During estimation for the current year, the smoothedseasonally adjusted estimates for a given month are created 

using an asymmetric filter that incorporates information from 

previous observations only. For annual revisions, historical data 

are smoothed using a two-sided filter.

 Area definitions. The substate area data published in this 

release reflect the delineations that were issued by the U.S. 

Office of Management and Budget on April 10, 2018. A 

detailed list of the geographic definitions is available online at 

www.bls.gov/lau/lausmsa.htm. 

Employment—from the CES program

 Definitions. Employment data refer to persons on 

establishment payrolls who receive pay for any part of the pay 

period that includes the 12th of the month. Persons are counted 

at their place of work rather than at their place of residence; 

those appearing on more than one payroll are counted on each 

payroll. Industries are classified on the basis of their principal 

activity in accordance with the 2017 version of the North 

American Industry Classification System.

 Method of estimation. CES State and Area employment 

data are produced using several estimation procedures. Where 
possible, these data are produced using a "weighted link 

relative" estimation technique in which a ratio of current-month 

weighted employment to that of the previous-month weighted 

employment is computed from a sample of establishments 

reporting for both months. The estimates of employment for the 

current month are then obtained by multiplying these ratios by 

the previous month’s employment estimates. The weighted link 

relative technique is utilized for data series where the sample 

size meets certain statistical criteria. For some employment 

series, the estimates are produced with a model that uses direct 

sample estimates (described above) combined with other 

regressors to decrease volatility in estimation.

 Annual revisions. Employment estimates are adjusted 

annually to a complete count of jobs, called benchmarks, 

derived principally from tax reports that are submitted by 

employers who are covered under state unemployment 

insurance (UI) laws. The benchmark information is used to 

adjust the monthly estimates between the new benchmark and 

the preceding one and also to establish the level of employment 

for the new benchmark month. Thus, the benchmarking process 

establishes the level of employment, and the sample is used to 

measure the month-to-month changes in the level for the 

subsequent months. Information on recent benchmark revisions 

is available online at www.bls.gov/web/laus/benchmark.pdf.

 Seasonal adjustment. Payroll employment data are 

seasonally adjusted at the statewide expanded supersector level. 

In some cases, the seasonally adjusted payroll employment total 

is computed by aggregating the independently adjusted 

supersector series. In other cases, the seasonally adjusted 

payroll employment total is independently adjusted. Revisions 

to historical data for the most recent five years are made once a 

year, coincident with annual benchmark adjustments.

 Payroll employment data are seasonally adjusted 

concurrently, using all available estimates, including those for 

the current month, to develop sample-based seasonal factors.

Concurrent sample-based factors are created every month for 

the current month’s preliminary estimate as well as the previous 

month’s final estimate.

 Caution on aggregating state data. State estimation 

procedures are designed to produce accurate data for each 

individual state. BLS independently develops a national

employment series; state estimates are not forced to sum to 

national totals. Each state series is subject to larger relative 

sampling and nonsampling errors than the national series.

Summing state estimates cumulates individual state-level errors

and can cause significant distortions at an aggregate level. Due 

to these statistical limitations, BLS does not compile a "sum-ofstates" employment series and cautions users that such a series 

is subject to a relatively large and volatile error structure.

Reliability of the estimates

 The estimates presented in this release are based on sample 

surveys, administrative data, and modeling and, thus, are 

subject to sampling and other types of errors. Sampling error is 

a measure of sampling variability—that is, variation that occurs 

by chance because a sample rather than the entire population is 

surveyed. Survey data also are subject to nonsampling errors, 

such as those which can be introduced into the data collection 

and processing operations. Estimates not directly derived from 

sample surveys are subject to additional errors resulting from 

the specific estimation processes used.

 Use of error measures. Changes in state unemployment 

rates and state nonfarm payroll employment are cited in the 

analysis of this release only if they have been determined to be 

statistically significant at the 90-percent confidence level. 

Furthermore, state unemployment rates for the current month 

generally are cited only if they have been determined to be 

significantly different from the U.S. rate at the 90-percent 

confidence level. The underlying model-based standard error 

measures for unemployment rates and over-the-month and 

over-the-year changes in rates are available at 

www.bls.gov/lau/lastderr.htm. The underlying standard error 

measures for 1-month, 3-month, and 12-month changes in 

payroll employment data at the total nonfarm and supersector 

levels for states, and total nonfarm level for metropolitan areas 

and divisions, are available at 

www.bls.gov/web/laus/790stderr.htm. Measures of 

nonsampling error are not available.

Additional information

 Estimates of civilian labor force and unemployment from the 

LAUS program, as well as nonfarm payroll employment from 

the CES program, for metropolitan areas and metropolitan 

divisions are available in the news release Metropolitan Area 

Employment and Unemployment. Estimates of civilian labor 

force, employed people, unemployed people, and 

unemployment rates for approximately 7,500 subnational areas 

are available online at www.bls.gov/lau/. Employment data 

from the CES program for states and metropolitan areas are 

available online at www.bls.gov/sae/. If you are deaf, hard of 

hearing, or have a speech disability, please dial 7-1-1 to access 

telecommunications relay services.
LABOR FORCE DATA

SEASONALLY ADJUSTED

Table 1. Civilian labor force and unemployment by state and selected area, seasonally adjusted

State and area

Civilian labor force Unemployed

July

2021

May

2022

June

2022

July

2022p

Number Percent of labor force

July

2021

May

2022

June

2022

July

2022p

July

2021

May

2022

June

2022

July

2022p

Alabama. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,244,144 2,284,510 2,288,580 2,291,962 77,076 61,585 60,307 59,419 3.4 2.7 2.6 2.6

Alaska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 354,921 362,486 362,564 361,997 23,015 16,796 16,543 16,424 6.5 4.6 4.6 4.5

Arizona. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,527,687 3,569,541 3,577,764 3,584,973 172,137 115,095 116,890 119,303 4.9 3.2 3.3 3.3

Arkansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,331,143 1,352,042 1,354,855 1,355,903 53,155 42,770 43,474 44,558 4.0 3.2 3.2 3.3

California. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19,016,323 19,298,832 19,350,182 19,326,842 1,406,696 829,323 805,466 758,660 7.4 4.3 4.2 3.9

Los Angeles-Long Beach-Glendale1. . . . 5,032,691 5,054,188 5,062,811 5,047,682 451,597 260,911 260,276 249,407 9.0 5.2 5.1 4.9

Colorado. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,169,069 3,240,564 3,248,779 3,250,525 177,371 114,509 111,682 107,694 5.6 3.5 3.4 3.3

Connecticut. . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,859,930 1,895,079 1,901,301 1,899,204 117,718 78,655 75,968 70,447 6.3 4.2 4.0 3.7

Delaware. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 497,824 500,101 500,430 500,476 27,269 22,621 22,696 22,220 5.5 4.5 4.5 4.4

District of Columbia. . . . . . . . . . . . . . . . . . . . . 384,615 386,366 386,265 385,641 27,171 21,895 21,125 19,883 7.1 5.7 5.5 5.2

Florida. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10,366,760 10,592,689 10,632,356 10,657,626 468,306 312,361 302,128 283,449 4.5 2.9 2.8 2.7

Miami-Miami Beach-Kendall1. . . . . . . . . . . 1,316,674 1,336,781 1,339,568 1,333,185 66,259 39,878 37,101 31,935 5.0 3.0 2.8 2.4

Georgia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5,186,449 5,281,662 5,289,456 5,285,565 200,079 157,516 154,905 150,191 3.9 3.0 2.9 2.8

Hawaii. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 673,359 675,608 676,640 677,026 37,191 27,995 28,315 27,487 5.5 4.1 4.2 4.1

Idaho. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 918,907 943,386 948,562 952,500 33,284 23,588 23,952 24,526 3.6 2.5 2.5 2.6

Illinois. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6,323,582 6,464,674 6,462,010 6,459,809 394,075 297,609 290,477 287,232 6.2 4.6 4.5 4.4

Chicago-Naperville-Arlington Heights1. . . 3,712,815 3,830,294 3,827,282 3,811,238 246,671 170,880 165,667 161,673 6.6 4.5 4.3 4.2

Indiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,325,483 3,364,701 3,378,537 3,393,868 122,616 74,038 79,940 87,889 3.7 2.2 2.4 2.6

Iowa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,682,722 1,704,079 1,709,232 1,710,552 74,095 46,791 43,877 43,322 4.4 2.7 2.6 2.5

Kansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,499,062 1,505,438 1,507,053 1,505,485 50,803 35,299 35,980 36,854 3.4 2.3 2.4 2.4

Kentucky. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,038,826 2,064,828 2,064,228 2,063,503 98,264 79,004 77,323 76,989 4.8 3.8 3.7 3.7

Louisiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,064,982 2,107,360 2,107,721 2,104,418 113,262 83,464 79,778 76,783 5.5 4.0 3.8 3.6

Maine. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 684,112 679,158 679,967 678,439 33,184 21,523 20,656 19,125 4.9 3.2 3.0 2.8

Maryland. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,185,455 3,203,096 3,215,074 3,212,780 193,719 127,562 129,738 124,849 6.1 4.0 4.0 3.9

Massachusetts. . . . . . . . . . . . . . . . . . . . . . . . . 3,757,242 3,775,559 3,773,063 3,765,572 212,659 146,119 139,218 130,945 5.7 3.9 3.7 3.5

Michigan. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,791,068 4,849,573 4,856,074 4,859,217 298,921 207,241 207,172 202,191 6.2 4.3 4.3 4.2

Detroit-Warren-Dearborn2. . . . . . . . . . . . . . 2,122,190 2,146,784 2,141,727 2,132,757 139,180 97,987 95,183 87,111 6.6 4.6 4.4 4.1

Minnesota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,019,776 3,086,812 3,092,148 3,088,162 100,190 61,562 57,168 55,502 3.3 2.0 1.8 1.8

Mississippi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,254,521 1,267,619 1,268,238 1,268,216 70,166 50,067 47,823 46,130 5.6 3.9 3.8 3.6

Missouri. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,059,425 3,087,946 3,074,357 3,056,259 130,593 96,461 84,911 77,925 4.3 3.1 2.8 2.5

Montana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 550,983 562,748 564,538 566,008 19,548 13,731 14,418 15,176 3.5 2.4 2.6 2.7

Nebraska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,049,460 1,062,659 1,063,518 1,063,273 26,542 19,922 20,237 21,093 2.5 1.9 1.9 2.0

Nevada. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,499,187 1,515,709 1,519,644 1,521,381 98,295 74,149 70,936 67,410 6.6 4.9 4.7 4.4

New Hampshire. . . . . . . . . . . . . . . . . . . . . . . . 755,645 762,367 764,631 766,658 26,363 16,277 15,541 14,972 3.5 2.1 2.0 2.0

New Jersey. . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,684,109 4,648,350 4,662,709 4,666,889 309,348 181,377 179,923 172,721 6.6 3.9 3.9 3.7

New Mexico. . . . . . . . . . . . . . . . . . . . . . . . . . . . 946,148 951,838 952,712 949,565 66,224 48,303 46,387 42,933 7.0 5.1 4.9 4.5

New York. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9,487,697 9,456,937 9,495,213 9,515,001 654,953 414,386 416,390 415,590 6.9 4.4 4.4 4.4

New York City. . . . . . . . . . . . . . . . . . . . . . . . 4,082,079 3,989,091 4,000,608 4,004,631 393,653 245,283 246,209 242,680 9.6 6.1 6.2 6.1

North Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . 4,971,983 5,087,349 5,101,330 5,114,988 242,421 170,891 172,269 171,711 4.9 3.4 3.4 3.4

North Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . 404,870 410,893 410,553 409,778 13,898 10,758 10,135 9,586 3.4 2.6 2.5 2.3

Ohio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5,753,858 5,791,977 5,794,721 5,794,891 294,640 226,287 224,008 223,546 5.1 3.9 3.9 3.9

Cleveland-Elyria2. . . . . . . . . . . . . . . . . . . . . 1,017,683 1,017,415 1,020,458 1,023,160 60,458 56,422 56,368 54,743 5.9 5.5 5.5 5.4

Oklahoma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,856,058 1,875,105 1,876,664 1,880,438 72,498 52,081 53,663 55,526 3.9 2.8 2.9 3.0

Oregon. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,146,514 2,202,391 2,205,177 2,205,412 109,299 78,150 77,323 77,050 5.1 3.5 3.5 3.5

Pennsylvania. . . . . . . . . . . . . . . . . . . . . . . . . . . 6,410,832 6,439,832 6,446,368 6,445,701 408,684 297,565 287,411 275,147 6.4 4.6 4.5 4.3

Rhode Island. . . . . . . . . . . . . . . . . . . . . . . . . . . 574,777 570,116 571,935 573,222 34,771 16,502 15,727 15,248 6.0 2.9 2.7 2.7

South Carolina. . . . . . . . . . . . . . . . . . . . . . . . . 2,368,671 2,401,098 2,404,186 2,399,637 95,396 79,129 77,941 75,685 4.0 3.3 3.2 3.2

South Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . 469,129 475,725 477,280 478,149 15,112 10,723 10,762 10,799 3.2 2.3 2.3 2.3

Tennessee. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,331,970 3,405,540 3,413,336 3,409,628 140,106 111,953 113,844 114,171 4.2 3.3 3.3 3.3

Texas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14,249,596 14,515,783 14,555,411 14,583,163 794,522 607,964 597,740 587,862 5.6 4.2 4.1 4.0

Utah. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,684,468 1,722,826 1,728,748 1,732,572 45,369 34,031 34,902 35,297 2.7 2.0 2.0 2.0

Vermont. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 328,436 333,577 334,725 335,585 10,981 7,559 7,245 6,976 3.3 2.3 2.2 2.1

Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,259,200 4,347,215 4,355,189 4,354,174 160,298 128,815 122,920 116,040 3.8 3.0 2.8 2.7

Washington. . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,916,761 4,036,014 4,038,939 4,030,754 203,792 158,623 155,355 149,318 5.2 3.9 3.8 3.7

Seattle-Bellevue-Everett1. . . . . . . . . . . . . . 1,713,217 1,776,085 1,782,196 1,783,313 74,439 48,260 46,411 45,144 4.3 2.7 2.6 2.5

West Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . 790,571 795,824 796,968 797,390 40,175 27,906 28,657 29,569 5.1 3.5 3.6 3.7

Wisconsin. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,140,115 3,149,172 3,144,351 3,135,416 120,271 89,900 91,693 93,398 3.8 2.9 2.9 3.0

Wyoming. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 290,132 290,847 290,622 290,141 12,922 9,217 8,950 8,813 4.5 3.2 3.1 3.0

Puerto Rico. . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,175,514 1,209,496 1,199,741 1,188,074 97,870 75,409 73,308 70,626 8.3 6.2 6.1 5.9

1 Metropolitan division.

2 Metropolitan statistical area.

p Preliminary

NOTE: Data refer to place of residence. Data for Puerto Rico are derived from a monthly household survey similar to the Current Population Survey. Area definitions are based on Office of Management

and Budget Bulletin No. 18-03, dated April 10, 2018, and are available on the BLS website at https://www.bls.gov/lau/lausmsa.htm. Estimates for the latest month are subject to revision the following

month.
LABOR FORCE DATA

NOT SEASONALLY ADJUSTED

Table 2. Civilian labor force and unemployment by state and selected area, not seasonally adjusted

State and area

Civilian labor force Unemployed

June July Number Percent of labor force

2021 2022 2021 2022p

June July June July

2021 2022 2021 2022p 2021 2022 2021 2022p

Alabama. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,256,639 2,302,045 2,255,528 2,309,606 97,147 75,826 85,891 73,630 4.3 3.3 3.8 3.2

Alaska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 359,386 365,168 362,453 365,650 25,352 16,801 21,759 15,640 7.1 4.6 6.0 4.3

Arizona. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,525,534 3,586,281 3,519,661 3,589,018 206,774 143,491 182,824 145,312 5.9 4.0 5.2 4.0

Arkansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,343,410 1,368,623 1,343,593 1,366,596 64,678 52,485 59,653 56,742 4.8 3.8 4.4 4.2

California. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18,920,161 19,116,438 19,081,613 19,237,135 1,552,753 768,615 1,480,069 750,783 8.2 4.0 7.8 3.9

Los Angeles-Long Beach-Glendale1. . . . 4,992,467 4,961,748 5,046,951 4,974,643 498,514 257,727 483,649 250,564 10.0 5.2 9.6 5.0

Colorado. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,169,313 3,245,503 3,177,549 3,246,530 196,553 106,151 176,942 106,350 6.2 3.3 5.6 3.3

Connecticut. . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,865,575 1,919,569 1,891,831 1,926,064 129,241 78,967 124,717 83,566 6.9 4.1 6.6 4.3

Delaware. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 501,349 501,731 501,925 503,515 30,615 24,342 29,243 23,009 6.1 4.9 5.8 4.6

District of Columbia. . . . . . . . . . . . . . . . . . . . . 385,643 384,260 392,284 390,346 31,121 20,820 29,775 20,903 8.1 5.4 7.6 5.4

Florida. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10,330,723 10,692,306 10,385,704 10,714,061 532,864 313,316 500,252 304,644 5.2 2.9 4.8 2.8

Miami-Miami Beach-Kendall1. . . . . . . . . . . 1,297,756 1,323,300 1,325,268 1,318,427 75,295 28,323 69,840 29,980 5.8 2.1 5.3 2.3

Georgia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5,181,408 5,282,321 5,192,025 5,259,205 235,614 172,444 209,567 153,136 4.5 3.3 4.0 2.9

Hawaii. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 670,831 669,043 674,113 675,387 43,329 27,742 38,032 25,364 6.5 4.1 5.6 3.8

Idaho. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 922,115 963,203 926,261 963,668 33,774 26,200 31,851 25,797 3.7 2.7 3.4 2.7

Illinois. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6,389,676 6,489,639 6,394,644 6,516,828 461,265 307,364 422,720 310,862 7.2 4.7 6.6 4.8

Chicago-Naperville-Arlington Heights1. . . 3,763,207 3,840,192 3,762,335 3,805,503 303,187 188,991 274,311 186,468 8.1 4.9 7.3 4.9

Indiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,367,464 3,423,679 3,349,919 3,447,247 146,962 110,210 124,616 119,464 4.4 3.2 3.7 3.5

Iowa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,685,419 1,717,542 1,699,347 1,712,283 81,608 45,627 73,198 46,925 4.8 2.7 4.3 2.7

Kansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,508,427 1,512,582 1,520,255 1,511,472 58,146 42,031 62,942 51,442 3.9 2.8 4.1 3.4

Kentucky. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,057,433 2,076,283 2,051,488 2,066,393 117,296 87,704 107,437 85,831 5.7 4.2 5.2 4.2

Louisiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,091,819 2,117,017 2,097,486 2,117,101 149,808 97,995 131,583 96,097 7.2 4.6 6.3 4.5

Maine. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 690,941 688,507 701,377 690,143 35,004 20,494 32,534 18,725 5.1 3.0 4.6 2.7

Maryland. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,198,354 3,250,112 3,227,749 3,240,257 213,267 153,110 196,691 135,399 6.7 4.7 6.1 4.2

Massachusetts. . . . . . . . . . . . . . . . . . . . . . . . . 3,782,883 3,780,537 3,800,680 3,783,193 235,098 132,870 224,291 131,543 6.2 3.5 5.9 3.5

Michigan. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,808,899 4,876,984 4,842,176 4,891,340 325,556 233,570 330,664 210,383 6.8 4.8 6.8 4.3

Detroit-Warren-Dearborn2. . . . . . . . . . . . . . 2,115,455 2,118,634 2,150,195 2,128,916 154,795 97,625 158,204 74,355 7.3 4.6 7.4 3.5

Minnesota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,028,163 3,098,242 3,047,417 3,094,184 115,238 68,974 96,546 63,773 3.8 2.2 3.2 2.1

Mississippi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,267,481 1,273,178 1,271,420 1,280,074 90,219 57,029 81,941 56,636 7.1 4.5 6.4 4.4

Missouri. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,098,490 3,062,971 3,088,737 3,075,458 154,623 71,898 140,485 90,294 5.0 2.3 4.5 2.9

Montana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 555,499 573,152 557,529 573,671 20,916 16,374 17,868 15,305 3.8 2.9 3.2 2.7

Nebraska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,055,919 1,071,071 1,060,328 1,068,991 31,072 27,219 28,718 26,866 2.9 2.5 2.7 2.5

Nevada. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,506,841 1,527,116 1,510,053 1,538,772 118,707 78,168 111,094 78,187 7.9 5.1 7.4 5.1

New Hampshire. . . . . . . . . . . . . . . . . . . . . . . . 758,434 772,501 765,883 778,997 28,184 15,434 26,733 14,898 3.7 2.0 3.5 1.9

New Jersey. . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,711,626 4,674,044 4,739,260 4,689,399 336,508 170,336 328,706 173,910 7.1 3.6 6.9 3.7

New Mexico. . . . . . . . . . . . . . . . . . . . . . . . . . . . 948,858 950,425 951,815 943,462 77,082 47,394 74,895 44,700 8.1 5.0 7.9 4.7

New York. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9,563,712 9,551,449 9,573,626 9,590,325 715,076 414,556 682,237 459,372 7.5 4.3 7.1 4.8

New York City. . . . . . . . . . . . . . . . . . . . . . . . 4,098,425 3,973,274 4,094,350 4,011,763 433,870 238,657 411,559 262,988 10.6 6.0 10.1 6.6

North Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . 4,988,863 5,144,736 5,007,308 5,157,162 273,309 209,191 255,432 190,340 5.5 4.1 5.1 3.7

North Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . 412,411 415,390 412,655 414,012 16,725 10,722 13,880 9,005 4.1 2.6 3.4 2.2

Ohio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5,798,905 5,810,517 5,833,043 5,843,626 346,297 259,820 317,399 254,589 6.0 4.5 5.4 4.4

Cleveland-Elyria2. . . . . . . . . . . . . . . . . . . . . 1,029,316 1,042,683 1,042,684 1,054,445 71,652 62,123 65,880 54,367 7.0 6.0 6.3 5.2

Oklahoma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,875,073 1,879,801 1,860,867 1,892,201 91,183 66,070 75,337 64,083 4.9 3.5 4.0 3.4

Oregon. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,154,123 2,199,147 2,160,021 2,211,382 125,636 80,036 111,470 87,337 5.8 3.6 5.2 3.9

Pennsylvania. . . . . . . . . . . . . . . . . . . . . . . . . . . 6,470,672 6,469,490 6,505,229 6,503,370 455,649 298,788 455,999 303,389 7.0 4.6 7.0 4.7

Rhode Island. . . . . . . . . . . . . . . . . . . . . . . . . . . 576,391 578,696 579,244 578,939 37,652 16,119 36,746 17,514 6.5 2.8 6.3 3.0

South Carolina. . . . . . . . . . . . . . . . . . . . . . . . . 2,389,262 2,419,805 2,396,502 2,388,657 107,824 82,890 103,670 76,981 4.5 3.4 4.3 3.2

South Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . 474,407 485,246 474,871 483,561 16,063 11,821 13,882 10,035 3.4 2.4 2.9 2.1

Tennessee. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,339,803 3,420,663 3,362,110 3,391,405 176,054 144,920 154,790 134,863 5.3 4.2 4.6 4.0

Texas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14,216,135 14,584,377 14,252,822 14,601,731 902,411 639,147 831,463 630,017 6.3 4.4 5.8 4.3

Utah. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,680,916 1,733,037 1,687,831 1,732,748 52,413 41,969 46,796 35,894 3.1 2.4 2.8 2.1

Vermont. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 330,722 340,584 333,090 341,189 12,786 8,614 10,877 7,102 3.9 2.5 3.3 2.1

Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,294,260 4,377,954 4,324,041 4,389,393 194,600 129,620 179,567 127,464 4.5 3.0 4.2 2.9

Washington. . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,905,358 4,012,645 3,935,387 3,998,918 217,160 155,195 209,591 142,971 5.6 3.9 5.3 3.6

Seattle-Bellevue-Everett1. . . . . . . . . . . . . . 1,703,500 1,777,844 1,716,356 1,773,220 84,610 49,007 80,444 52,890 5.0 2.8 4.7 3.0

West Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . 801,067 810,842 798,503 803,287 44,996 34,617 39,864 33,574 5.6 4.3 5.0 4.2

Wisconsin. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,176,463 3,153,693 3,183,068 3,142,564 143,460 109,625 123,757 105,072 4.5 3.5 3.9 3.3

Wyoming. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 294,347 292,219 293,611 290,758 14,732 9,773 12,652 8,789 5.0 3.3 4.3 3.0

Puerto Rico. . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,158,864 1,176,114 1,162,417 1,155,839 95,432 68,222 107,951 66,214 8.2 5.8 9.3 5.7

1 Metropolitan division.

2 Metropolitan statistical area.

p Preliminary

NOTE: Data refer to place of residence. Data for Puerto Rico are derived from a monthly household survey similar to the Current Population Survey. Area definitions are based on Office of Management

and Budget Bulletin No. 18-03, dated April 10, 2018, and are available on the BLS website at https://www.bls.gov/lau/lausmsa.htm. Estimates for the latest month are subject to revision the following

month.
ESTABLISHMENT DATA

SEASONALLY ADJUSTED

Table 3. Employees on nonfarm payrolls by state and selected industry sector, seasonally adjusted

[In thousands]

State

Total1 Construction Manufacturing

July

2021

May

2022

June

2022

July

2022p

July

2021

May

2022

June

2022

July

2022p

July

2021

May

2022

June

2022

July

2022p

Alabama. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,048.3 2,079.6 2,082.1 2,088.1 94.4 99.2 99.9 103.0 263.2 268.3 268.8 268.8

Alaska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 308.6 313.2 310.4 312.8 16.0 17.0 17.4 17.5 12.3 11.4 10.8 10.7

Arizona. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,979.8 3,048.7 3,060.3 3,083.2 178.0 181.5 182.4 182.5 180.5 189.3 190.8 192.6

Arkansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,285.6 1,305.4 1,311.0 1,322.2 55.6 53.3 54.6 55.1 157.1 162.9 163.2 164.2

California. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16,878.1 17,496.0 17,533.3 17,618.1 878.3 911.6 912.0 923.4 1,275.2 1,307.8 1,310.4 1,311.8

Colorado. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,762.6 2,852.9 2,860.7 2,862.9 176.7 185.2 185.2 185.0 148.6 154.9 154.4 153.1

Connecticut. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,626.6 1,649.3 1,652.3 1,658.8 59.2 61.1 59.2 60.7 153.3 159.2 159.0 159.7

Delaware2

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 450.9 458.8 461.0 462.9 23.2 23.9 23.6 23.7 24.7 26.4 26.4 26.4

District of Columbia2

. . . . . . . . . . . . . . . . . . . . . . . . . 743.9 764.9 764.9 767.2 14.9 15.4 15.5 15.0 1.1 1.1 1.1 1.1

Florida. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8,995.6 9,313.9 9,359.6 9,433.4 576.7 590.0 587.9 595.6 389.4 410.4 411.5 412.2

Georgia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,597.8 4,783.7 4,799.6 4,812.1 206.4 204.1 203.4 203.9 395.1 410.1 412.8 412.1

Hawaii2

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 601.5 603.4 604.6 612.2 36.7 35.5 35.5 35.2 12.4 12.4 12.4 12.3

Idaho. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 799.4 814.3 818.7 823.0 60.6 61.2 62.2 62.2 70.6 72.4 73.0 73.5

Illinois. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5,823.7 6,013.1 6,029.1 6,060.3 222.6 228.1 230.2 228.8 552.7 572.5 572.7 579.0

Indiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,113.9 3,189.7 3,180.9 3,188.3 150.2 159.0 158.9 157.8 525.8 543.3 542.0 540.2

Iowa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,541.3 1,567.7 1,571.4 1,575.2 78.2 79.4 79.6 79.3 218.8 224.8 226.0 226.5

Kansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,387.3 1,393.0 1,397.3 1,400.8 64.9 67.8 66.9 66.5 161.4 166.4 167.0 168.5

Kentucky. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,892.6 1,937.6 1,949.4 1,938.0 79.0 76.7 77.2 78.3 243.4 240.4 243.0 240.4

Louisiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,886.1 1,909.6 1,908.5 1,922.2 129.2 132.7 132.2 130.7 129.1 134.4 135.8 135.9

Maine. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 623.1 635.6 632.8 635.6 31.8 31.8 31.9 31.8 54.5 54.4 54.5 54.8

Maryland. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,650.7 2,714.4 2,717.3 2,729.3 159.7 162.6 162.2 162.4 108.7 111.2 111.2 112.2

Massachusetts. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,545.6 3,660.8 3,666.6 3,680.1 163.9 172.3 174.0 173.4 233.0 240.8 240.5 241.4

Michigan. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,216.6 4,317.0 4,323.8 4,349.4 177.5 176.3 175.6 177.8 577.8 601.7 604.8 605.7

Minnesota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,865.6 2,914.7 2,915.7 2,934.8 134.0 132.2 132.4 133.5 313.1 327.5 327.9 330.5

Mississippi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,142.7 1,157.1 1,159.6 1,160.1 44.8 47.2 47.4 47.9 144.1 150.4 150.3 149.8

Missouri. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,874.7 2,899.1 2,902.4 2,927.2 133.2 140.1 140.2 141.5 270.3 273.1 272.7 276.3

Montana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 492.9 503.5 508.1 507.0 33.4 33.7 33.8 33.9 21.3 22.5 22.7 22.7

Nebraska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,011.3 1,027.7 1,032.6 1,033.2 56.1 56.7 58.0 57.7 100.0 100.9 102.1 102.3

Nevada. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,383.4 1,444.9 1,454.5 1,461.6 98.4 100.3 101.4 103.6 61.0 64.9 65.6 65.9

New Hampshire. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 669.2 680.2 681.3 682.3 29.1 31.3 31.4 31.2 67.8 69.1 69.4 69.8

New Jersey. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,038.4 4,203.0 4,212.0 4,218.3 157.8 157.4 154.5 155.2 240.1 244.5 246.4 247.5

New Mexico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 821.5 846.0 846.8 852.2 48.2 53.1 54.1 54.7 27.4 29.6 29.5 29.7

New York. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9,077.6 9,422.1 9,451.3 9,492.3 371.5 373.7 372.8 370.8 406.8 418.9 418.5 420.0

North Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,634.2 4,731.4 4,757.3 4,788.7 238.5 241.8 244.1 245.3 462.8 476.5 474.8 475.9

North Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 417.7 424.7 427.7 427.5 26.0 25.9 26.8 27.8 26.5 27.0 26.8 26.6

Ohio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5,400.9 5,476.7 5,477.0 5,484.0 222.2 233.5 233.4 232.7 666.6 680.0 678.6 682.7

Oklahoma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,646.3 1,679.1 1,687.3 1,691.1 77.0 78.6 78.9 79.4 128.8 132.5 133.4 133.3

Oregon. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,899.1 1,949.4 1,956.0 1,960.2 110.8 116.4 119.2 118.9 187.3 196.4 196.5 197.8

Pennsylvania. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5,775.7 5,929.7 5,948.5 5,979.5 254.2 252.8 255.6 256.7 542.4 562.5 561.3 561.6

Rhode Island. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 483.5 496.4 496.1 496.2 20.1 21.8 21.9 21.9 39.4 40.1 40.3 40.5

South Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,153.7 2,209.2 2,217.3 2,233.6 104.8 103.7 103.2 103.6 249.4 258.4 259.1 257.1

South Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 442.4 449.1 447.9 450.3 25.0 26.9 26.8 27.1 44.2 43.7 43.6 43.2

Tennessee. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,125.3 3,214.9 3,247.7 3,235.3 136.5 147.7 147.6 147.7 350.9 358.2 359.0 358.1

Texas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12,776.4 13,348.6 13,440.3 13,513.1 736.2 782.9 782.3 785.4 874.2 915.6 921.4 924.8

Utah. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,622.7 1,661.8 1,665.9 1,672.2 122.7 130.0 129.5 129.6 146.5 149.8 150.0 151.1

Vermont. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 297.8 299.1 300.4 302.1 15.1 15.2 15.1 15.0 28.8 29.2 29.4 29.4

Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,950.4 4,047.8 4,050.2 4,070.8 206.1 205.0 205.7 206.1 236.4 237.2 237.6 237.4

Washington. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,369.6 3,492.3 3,497.3 3,503.9 223.1 232.7 234.6 236.2 257.8 267.1 269.2 269.7

West Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 687.7 711.7 703.6 706.6 30.2 33.1 32.7 32.4 45.9 46.7 46.8 46.8

Wisconsin. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,901.6 2,931.4 2,928.0 2,937.9 126.5 128.6 130.0 132.9 466.7 474.0 474.7 474.9

Wyoming. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 277.9 283.0 282.7 284.3 20.9 22.4 22.0 22.6 9.9 9.8 9.8 9.8

Puerto Rico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 883.2 916.6 913.9 920.8 28.3 31.0 31.0 31.5 77.3 82.8 83.5 83.4

Virgin Islands3

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34.5 35.3 35.7 36.0 2.3 2.4 2.4 2.5 – – – –

1

Includes mining and logging, information, and other services (except public administration), not shown separately.

2 Mining and logging is combined with construction.

3 Missing series (denoted by ’-’) are not published seasonally adjusted because the seasonal component, which is small relative to the trend-cycle and irregular components,

cannot be separated with sufficient precision.

p Preliminary

NOTE: Data are counts of jobs by place of work. Estimates are currently estimated from 2021 benchmark levels. Estimates subsequent to the current benchmarks are

preliminary and will be revised when new information becomes available.
ESTABLISHMENT DATA

SEASONALLY ADJUSTED

Table 3. Employees on nonfarm payrolls by state and selected industry sector, seasonally adjusted-Continued

[In thousands]

State

Trade, transportation, and utilities Financial activities Professional and business services

July

2021

May

2022

June

2022

July

2022p

July

2021

May

2022

June

2022

July

2022p

July

2021

May

2022

June

2022

July

2022p

Alabama. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 396.2 401.2 400.8 401.1 98.6 97.5 97.8 97.2 251.7 259.6 253.8 256.2

Alaska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 59.5 61.8 61.1 61.2 10.6 11.3 11.1 11.1 26.7 26.6 26.6 26.8

Arizona. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 584.8 603.2 603.1 608.5 246.9 244.8 245.9 247.0 443.9 453.4 451.7 456.0

Arkansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 255.6 264.3 266.0 267.6 66.1 67.5 68.3 68.1 146.3 149.1 148.7 149.5

California. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,040.4 3,145.7 3,153.5 3,157.6 828.0 836.1 836.2 834.3 2,708.2 2,823.5 2,826.4 2,846.9

Colorado. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 484.7 501.1 500.3 498.0 178.0 180.2 178.9 179.1 454.5 480.5 480.9 484.2

Connecticut. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 293.1 295.6 296.8 297.6 117.4 119.2 118.8 118.7 213.8 216.9 218.5 219.0

Delaware. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 80.7 83.0 83.1 83.3 47.5 47.5 47.1 46.9 62.8 63.4 64.6 64.9

District of Columbia. . . . . . . . . . . . . . . . . . . . . . . . . 29.2 29.9 30.3 30.4 28.1 27.3 27.1 26.9 166.8 172.6 173.3 175.2

Florida. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,849.1 1,934.7 1,939.3 1,945.0 627.8 650.9 653.6 655.4 1,468.4 1,534.5 1,542.1 1,558.5

Georgia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 964.5 1,012.3 1,015.7 1,019.5 259.4 269.0 270.3 271.0 743.0 788.4 790.1 789.5

Hawaii. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 111.6 111.1 111.2 111.9 27.4 26.0 26.0 26.2 68.3 68.9 69.4 70.2

Idaho. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 158.4 164.2 165.1 165.3 39.5 39.1 39.2 39.1 104.5 106.4 106.6 107.6

Illinois. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,178.9 1,215.8 1,217.8 1,223.5 405.8 407.6 406.0 408.2 916.7 961.9 963.4 973.4

Indiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 611.6 625.7 624.0 628.5 144.7 149.1 149.5 149.8 351.1 367.0 364.6 361.3

Iowa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 307.9 312.9 312.8 312.9 109.3 109.3 109.3 109.6 139.9 140.7 139.8 141.3

Kansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 265.3 269.8 270.0 271.0 75.9 72.5 72.2 73.0 172.2 172.8 172.6 172.0

Kentucky. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 410.7 420.4 422.0 423.8 95.9 96.8 97.2 96.9 220.3 231.0 233.2 234.0

Louisiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 366.0 369.9 368.8 369.4 89.3 89.0 88.6 88.5 212.5 220.3 221.0 227.7

Maine. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117.1 117.3 115.8 116.3 33.0 32.6 32.4 32.3 71.9 74.5 75.1 75.5

Maryland. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 467.6 479.4 478.3 477.7 138.3 135.5 135.8 135.8 456.5 470.5 471.9 476.6

Massachusetts. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 552.5 570.2 570.1 568.9 220.4 217.0 217.3 217.8 604.6 630.7 633.4 638.9

Michigan. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 778.2 799.1 798.6 803.0 233.2 234.7 237.5 237.3 630.2 654.3 661.2 664.4

Minnesota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 514.8 517.9 517.0 517.5 190.6 192.3 192.5 191.5 372.9 386.8 385.6 389.5

Mississippi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 235.6 238.5 238.4 237.9 42.4 44.0 44.3 43.8 116.2 116.1 117.1 118.1

Missouri. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 546.0 550.1 547.7 548.3 179.7 177.4 178.8 177.8 375.0 398.0 393.2 395.4

Montana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 96.2 99.2 99.4 98.9 27.1 27.3 27.7 27.6 47.4 48.4 48.8 49.1

Nebraska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 193.6 198.5 198.8 198.1 72.9 72.3 71.9 71.4 117.9 121.5 122.6 123.6

Nevada. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 276.3 290.8 293.6 291.9 71.2 73.1 73.9 74.0 191.3 203.5 206.2 207.7

New Hampshire. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139.4 139.7 139.1 139.0 34.7 35.0 34.8 34.7 88.2 93.5 93.6 94.7

New Jersey. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 867.2 903.9 906.3 908.8 252.2 262.1 259.6 259.9 688.8 711.5 710.5 715.4

New Mexico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 135.4 138.3 138.5 138.2 33.6 33.3 33.2 32.5 110.4 115.7 115.0 115.5

New York. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,423.0 1,471.6 1,472.0 1,477.5 701.9 709.7 711.5 711.7 1,274.8 1,349.7 1,359.8 1,369.4

North Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 892.2 898.7 903.5 905.3 275.1 285.8 287.4 288.1 679.4 715.3 720.8 725.9

North Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89.2 92.0 92.6 92.4 24.6 24.3 24.4 24.4 33.4 33.9 34.4 34.4

Ohio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,035.8 1,057.6 1,055.0 1,054.6 308.4 308.4 308.3 309.3 721.2 723.6 721.3 720.4

Oklahoma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 312.9 322.5 322.5 322.9 77.9 81.8 82.1 83.1 189.6 196.7 195.2 195.0

Oregon. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 360.5 368.7 369.5 369.0 103.7 106.8 106.7 106.7 251.7 259.3 258.4 258.2

Pennsylvania. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,103.9 1,149.1 1,157.6 1,164.4 327.5 330.2 329.7 329.3 801.0 819.4 819.9 830.9

Rhode Island. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 75.4 77.1 76.6 76.1 34.8 33.8 34.1 34.2 68.8 70.5 69.9 70.4

South Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 413.9 432.4 434.3 436.6 110.5 115.4 115.3 116.2 297.2 298.5 298.4 301.8

South Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 86.8 87.1 87.0 86.7 28.2 27.9 27.8 28.6 34.7 35.7 36.2 35.9

Tennessee. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 653.5 672.5 675.2 677.6 172.8 176.5 178.0 179.3 442.7 451.6 448.9 452.9

Texas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,575.5 2,686.1 2,694.2 2,706.7 835.5 889.4 894.9 898.3 1,899.5 2,007.4 2,017.5 2,030.2

Utah. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 307.7 314.7 318.3 319.9 98.4 97.3 97.0 96.9 235.2 232.9 233.2 231.2

Vermont. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51.4 50.7 50.4 50.7 11.7 12.0 12.0 11.9 30.1 30.0 30.0 29.6

Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 655.1 662.0 665.5 668.4 209.9 206.2 207.3 206.8 777.7 789.1 791.7 793.8

Washington. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 651.8 665.4 665.9 665.6 160.7 165.7 165.4 162.4 447.3 473.3 471.3 470.2

West Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 122.8 125.4 124.7 125.3 29.8 30.1 30.3 30.5 67.9 71.2 71.7 72.2

Wisconsin. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 536.3 541.7 540.5 539.2 154.7 153.3 152.0 152.5 318.0 325.4 327.7 328.8

Wyoming. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 50.8 51.3 51.2 51.0 11.2 11.1 11.1 11.0 19.6 20.4 20.1 20.6

Puerto Rico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 179.5 183.3 183.8 183.3 44.1 45.7 45.9 46.3 131.1 141.0 141.3 141.3

Virgin Islands1

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6.4 6.6 6.5 6.8 – – – – – – – –

1 Missing series (denoted by ’-’) are not published seasonally adjusted because the seasonal component, which is small relative to the trend-cycle and irregular

components, cannot be separated with sufficient precision.

p Preliminary

NOTE: Data are counts of jobs by place of work. Estimates are currently estimated from 2021 benchmark levels. Estimates subsequent to the current benchmarks are

preliminary and will be revised when new information becomes available.
ESTABLISHMENT DATA

SEASONALLY ADJUSTED

Table 3. Employees on nonfarm payrolls by state and selected industry sector, seasonally adjusted-Continued

[In thousands]

State

Education and health services Leisure and hospitality Government

July

2021

May

2022

June

2022

July

2022p

July

2021

May

2022

June

2022

July

2022p

July

2021

May

2022

June

2022

July

2022p

Alabama. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 239.6 243.0 246.0 247.2 189.9 193.3 193.2 192.5 390.5 390.8 394.3 395.6

Alaska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 50.7 50.9 51.0 51.4 28.9 31.7 31.4 31.9 77.5 75.8 74.0 74.9

Arizona. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 465.9 480.2 482.4 487.4 311.8 330.3 332.3 335.6 417.1 407.3 412.9 414.8

Arkansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 196.0 194.5 198.2 202.8 118.4 120.6 120.9 122.6 206.3 208.8 208.0 208.5

California. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,831.2 2,900.3 2,907.3 2,927.8 1,732.8 1,880.8 1,890.5 1,905.4 2,471.6 2,521.4 2,526.6 2,531.1

Colorado. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 349.0 351.5 352.4 352.7 314.3 339.0 344.5 345.2 446.3 442.7 443.9 445.9

Connecticut. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 335.4 335.1 337.1 337.5 138.2 147.6 148.1 147.5 226.9 222.7 223.8 227.7

Delaware. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77.9 76.6 77.2 76.4 45.9 49.0 50.8 52.4 66.3 66.7 66.3 66.6

District of Columbia. . . . . . . . . . . . . . . . . . . . . . . . . 119.9 122.9 122.8 122.7 52.1 66.3 66.7 66.6 241.1 237.3 235.7 236.7

Florida. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,349.0 1,363.6 1,375.9 1,388.7 1,155.8 1,223.1 1,238.8 1,258.3 1,097.4 1,099.9 1,097.9 1,101.7

Georgia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 607.5 626.1 629.6 631.1 457.8 490.5 489.9 495.4 671.7 674.4 678.1 680.3

Hawaii. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 85.3 85.0 85.0 86.8 102.6 110.3 110.8 112.9 124.8 120.0 120.4 122.8

Idaho. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117.0 117.8 118.0 121.1 84.7 86.9 87.8 87.4 125.6 126.9 128.5 129.1

Illinois. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 907.7 916.2 918.7 917.3 523.4 572.9 581.8 585.2 782.8 792.4 793.3 797.6

Indiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 465.8 464.9 463.6 466.1 288.1 293.3 299.0 299.0 423.6 429.0 416.5 421.0

Iowa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225.9 225.0 225.3 226.8 131.1 140.1 141.4 141.2 254.2 257.9 259.6 260.3

Kansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 198.9 197.0 198.5 199.1 123.3 124.0 123.8 123.9 255.0 249.4 252.3 251.8

Kentucky. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 282.2 287.0 287.8 290.1 182.6 195.5 199.4 199.9 286.9 298.0 298.0 283.3

Louisiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 319.8 318.2 320.7 323.4 206.6 213.6 213.1 214.4 312.6 307.6 304.8 308.6

Maine. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 126.3 126.9 126.3 126.5 60.6 67.9 66.0 66.6 98.0 98.1 99.1 100.3

Maryland. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 441.4 442.7 445.2 446.1 231.8 252.7 252.3 252.0 505.6 515.4 514.9 520.6

Massachusetts. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 790.6 813.6 815.6 820.8 307.4 350.1 350.4 338.1 455.0 439.8 437.7 450.5

Michigan. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 652.4 654.1 656.1 657.9 375.5 387.5 382.8 392.8 577.9 587.5 582.7 585.6

Minnesota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 542.5 547.7 548.5 550.1 234.7 247.8 246.9 253.6 408.5 403.1 404.1 408.6

Mississippi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 141.7 140.4 142.2 140.9 128.4 132.2 131.6 132.4 235.1 234.3 234.3 234.9

Missouri. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 485.0 483.3 485.2 483.5 281.1 288.2 290.2 293.6 441.2 421.6 426.2 440.5

Montana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 80.3 80.3 81.8 82.7 67.1 71.3 72.1 71.9 89.0 89.6 90.6 89.0

Nebraska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 156.8 161.6 161.7 161.6 88.3 89.8 91.5 93.4 170.3 169.9 170.0 169.0

Nevada. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 149.9 152.1 154.7 155.1 305.7 329.1 328.6 331.6 159.4 161.8 161.5 163.0

New Hampshire. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121.3 120.9 120.8 120.4 65.9 69.1 69.2 69.3 86.7 84.5 85.8 86.0

New Jersey. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 694.6 716.2 720.4 724.6 338.2 385.9 390.4 388.0 572.5 582.7 584.4 578.6

New Mexico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139.6 140.7 142.4 143.1 90.7 97.4 98.5 99.3 180.4 179.4 178.3 181.9

New York. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,062.5 2,105.4 2,118.0 2,135.0 746.2 844.3 844.6 848.2 1,438.1 1,459.1 1,459.9 1,462.0

North Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 631.5 644.4 650.5 654.1 471.1 495.9 498.9 502.5 738.7 717.2 721.5 734.4

North Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 66.4 65.5 65.6 65.5 37.2 37.5 38.3 37.7 80.7 82.9 83.1 82.9

Ohio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 899.8 891.5 895.4 897.2 515.9 537.8 539.5 541.3 755.0 758.3 758.4 758.5

Oklahoma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 236.7 234.6 237.7 238.6 167.8 171.0 175.4 176.4 347.0 349.4 350.3 350.9

Oregon. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 301.5 305.8 307.9 309.0 182.7 205.8 206.4 207.9 299.5 288.6 287.6 287.8

Pennsylvania. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,232.2 1,251.7 1,258.2 1,267.5 486.7 530.8 534.6 536.2 682.3 675.9 672.3 671.0

Rhode Island. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102.1 104.9 105.1 105.1 52.6 56.8 56.8 56.4 63.8 63.5 63.7 64.0

South Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 257.3 255.1 256.4 260.5 246.1 262.6 263.9 266.0 365.6 368.1 371.3 374.9

South Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 74.4 75.9 75.7 77.7 46.0 48.6 47.7 47.6 79.7 79.5 79.8 79.7

Tennessee. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 441.0 446.7 449.4 450.3 324.0 352.5 354.9 356.7 429.0 430.5 455.2 432.7

Texas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,746.8 1,777.3 1,812.1 1,826.4 1,320.2 1,433.7 1,447.4 1,457.8 1,981.6 1,979.1 1,976.8 1,983.0

Utah. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 217.0 223.9 223.6 225.4 150.0 160.6 160.9 163.5 252.9 252.9 253.7 254.5

Vermont. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 61.2 60.5 61.7 61.3 31.7 33.2 32.9 32.4 53.4 52.8 53.8 56.4

Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 539.0 556.6 561.8 566.6 366.4 407.7 411.9 415.9 703.1 719.9 705.7 712.5

Washington. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 496.1 504.6 504.6 504.3 295.6 325.3 325.6 330.4 561.6 565.9 565.7 568.9

West Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 128.0 127.5 127.9 127.9 67.0 71.6 71.7 72.2 148.1 155.4 147.3 148.1

Wisconsin. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 457.6 447.8 449.6 452.3 254.8 273.0 267.7 271.6 394.7 391.8 391.0 390.9

Wyoming. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 28.4 28.9 29.0 28.8 35.8 37.3 37.3 37.4 67.7 67.1 66.6 67.5

Puerto Rico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 115.7 118.0 118.7 119.2 78.3 86.4 87.3 88.8 195.6 194.6 188.6 193.0

Virgin Islands. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2.2 2.2 2.2 2.2 5.9 6.1 6.2 6.2 10.6 10.9 11.1 11.0

p Preliminary

NOTE: Data are counts of jobs by place of work. Estimates are currently estimated from 2021 benchmark levels. Estimates subsequent to the current benchmarks are

preliminary and will be revised when new information becomes available.
ESTABLISHMENT DATA

NOT SEASONALLY ADJUSTED

Table 4. Employees on nonfarm payrolls by state and selected industry sector, not seasonally adjusted

[In thousands]

State

Total Mining and logging Construction

June July June July June July

2021 2022 2021 2022p2021 2022 2021 2022p2021 2022 2021 2022p

Alabama. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,044.0 2,086.3 2,044.8 2,079.1 8.6 8.4 8.4 8.3 93.4 100.6 94.5 103.2

Alaska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 321.4 329.8 331.4 333.6 10.7 11.8 11.1 12.1 18.2 19.4 19.0 20.1

Arizona. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,903.4 3,007.4 2,908.0 3,025.7 12.1 12.6 12.2 12.8 178.2 183.6 178.9 184.0

Arkansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,275.4 1,315.1 1,268.6 1,312.2 5.4 5.1 5.3 5.1 55.9 55.3 56.5 56.0

California. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16,695.1 17,577.4 16,788.0 17,518.2 19.2 19.3 19.4 19.6 884.8 919.4 896.0 941.2

Colorado. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,763.3 2,885.4 2,779.3 2,882.2 19.8 20.3 19.8 20.7 180.4 190.5 181.7 190.7

Connecticut. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,623.1 1,668.9 1,621.3 1,657.4 0.5 0.5 0.5 0.5 61.3 62.4 62.0 63.6

Delaware1

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 453.8 467.0 458.1 469.9 – – – – 23.2 24.1 23.6 24.4

District of Columbia1. . . . . . . . . . . . . . . . . . . . . . . . 739.8 764.0 756.2 778.9 – – – – 15.0 15.6 15.3 15.4

Florida. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8,789.8 9,278.5 8,865.3 9,320.4 5.5 5.3 5.4 5.3 575.6 592.1 578.1 598.2

Georgia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,549.8 4,797.3 4,578.8 4,792.7 9.5 9.9 9.5 10.0 205.9 205.9 208.0 205.2

Hawaii1

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 588.4 605.6 594.1 607.0 – – – – 37.2 36.0 37.2 35.4

Idaho. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 804.9 829.9 808.3 832.8 4.3 4.5 4.4 4.6 62.5 64.7 63.3 64.6

Illinois. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5,839.9 6,083.2 5,842.3 6,080.4 6.8 6.6 6.8 6.6 234.2 245.8 236.4 246.5

Indiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,080.6 3,184.0 3,079.8 3,161.5 4.9 5.3 5.0 5.4 154.5 165.8 156.0 163.4

Iowa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,547.1 1,588.4 1,538.1 1,574.3 2.4 2.4 2.5 2.4 83.1 85.6 85.0 86.2

Kansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,378.2 1,405.1 1,371.7 1,385.7 5.9 6.2 6.0 6.2 66.3 69.7 67.4 69.5

Kentucky. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,898.4 1,956.2 1,883.9 1,929.6 7.6 7.7 7.6 7.9 81.2 78.9 81.8 81.3

Louisiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,867.1 1,908.5 1,868.9 1,911.4 29.7 30.9 30.5 30.5 127.8 132.5 129.7 130.2

Maine. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 633.4 651.5 642.2 660.8 2.0 2.0 2.2 2.1 32.8 33.9 33.5 34.5

Maryland. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,651.6 2,739.8 2,669.7 2,739.1 1.3 1.2 1.3 1.3 161.3 163.6 162.9 164.9

Massachusetts. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,553.8 3,723.7 3,581.7 3,733.7 1.0 1.0 1.0 1.0 169.1 181.0 171.4 182.2

Michigan. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,230.2 4,385.1 4,208.0 4,356.3 7.0 8.0 7.1 8.0 186.7 185.5 189.8 188.7

Minnesota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,879.0 2,969.3 2,888.5 2,967.0 6.7 6.5 6.8 6.6 143.1 143.6 147.3 147.3

Mississippi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,125.7 1,159.5 1,130.3 1,151.5 5.9 6.1 5.9 6.0 44.8 47.7 44.9 48.3

Missouri. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,855.5 2,924.9 2,849.4 2,913.5 4.4 4.7 4.5 4.6 136.5 142.6 138.0 146.3

Montana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 500.9 519.2 499.8 517.3 6.8 7.2 7.0 7.2 34.9 36.1 36.0 36.8

Nebraska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,017.0 1,042.2 1,013.8 1,033.5 1.1 1.1 1.1 1.0 58.7 61.2 59.0 60.8

Nevada. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,361.5 1,454.5 1,381.6 1,457.0 15.3 14.8 15.0 15.1 99.9 103.9 99.4 104.7

New Hampshire. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 665.4 688.0 671.0 688.2 1.0 1.0 1.0 1.0 29.8 32.3 30.4 32.7

New Jersey. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,077.1 4,304.3 4,057.6 4,259.4 1.3 1.4 1.3 1.4 160.7 160.6 162.6 160.4

New Mexico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 803.8 847.1 813.1 844.8 18.3 19.8 18.9 20.2 47.3 54.7 48.8 55.5

New York. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9,070.6 9,543.6 9,088.7 9,539.8 5.5 5.5 5.7 5.5 384.1 388.6 389.4 389.7

North Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4,595.4 4,769.8 4,570.8 4,742.1 5.7 5.4 5.6 5.4 241.5 248.4 241.5 248.6

North Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 420.7 434.2 417.7 429.4 13.8 15.5 14.1 15.7 28.1 29.9 29.6 31.6

Ohio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5,407.2 5,518.5 5,429.0 5,513.9 8.7 8.9 8.8 9.1 232.1 245.7 235.1 246.6

Oklahoma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,646.4 1,688.1 1,629.8 1,678.9 27.3 31.3 27.4 31.9 79.9 79.6 77.7 81.4

Oregon. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,877.9 1,972.3 1,890.6 1,958.4 6.7 6.3 6.8 6.4 111.5 121.8 114.5 122.9

Pennsylvania. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5,761.8 5,988.6 5,765.1 5,981.3 21.9 23.6 22.1 23.6 263.2 266.9 267.1 269.9

Rhode Island. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 485.9 503.3 486.3 502.1 0.2 0.2 0.2 0.2 20.8 23.0 21.1 23.1

South Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,148.7 2,229.6 2,157.9 2,236.4 4.3 4.7 4.4 4.7 105.0 103.3 105.8 104.3

South Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 448.4 458.6 446.7 456.7 1.2 1.2 1.2 1.3 27.5 29.3 27.7 30.1

Tennessee. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,096.0 3,235.8 3,096.9 3,216.6 4.3 4.6 4.3 4.5 136.7 150.7 138.6 149.9

Texas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12,677.6 13,470.6 12,726.5 13,469.7 177.7 213.8 181.4 221.1 736.2 785.4 739.9 785.1

Utah. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,610.0 1,666.5 1,607.7 1,664.3 8.8 9.8 9.2 9.7 123.6 133.4 125.7 134.6

Vermont. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 292.9 302.2 295.5 302.7 0.9 0.9 0.9 0.9 16.1 16.3 16.4 16.7

Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,949.1 4,077.8 3,958.2 4,076.4 7.1 7.4 7.0 7.5 208.4 208.8 210.0 212.1

Washington. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3,372.4 3,527.6 3,393.2 3,531.3 5.8 5.7 5.9 5.7 225.3 237.2 228.9 240.6

West Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 687.6 708.7 686.6 704.6 17.6 19.6 17.8 20.0 31.6 33.6 32.9 33.5

Wisconsin. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2,922.6 2,971.6 2,928.0 2,972.4 3.6 3.9 3.6 4.0 135.1 138.9 136.0 143.6

Wyoming. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 285.6 290.6 284.5 291.6 14.7 16.0 14.9 16.4 22.1 23.3 22.4 24.3

Puerto Rico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 869.7 913.3 871.2 911.0 0.6 0.7 0.6 0.6 29.1 30.9 28.1 31.4

Virgin Islands1

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 35.6 35.5 35.1 36.2 – – – – 2.6 2.4 2.3 2.5

1 Mining and logging is combined with construction.

p Preliminary

NOTE: Data are counts of jobs by place of work. Estimates are currently estimated from 2021 benchmark levels. Estimates subsequent to the current benchmarks are

preliminary and will be revised when new information becomes available.
ESTABLISHMENT DATA

NOT SEASONALLY ADJUSTED

Table 4. Employees on nonfarm payrolls by state and selected industry sector, not seasonally adjustedContinued

[In thousands]

State

Manufacturing Trade, transportation, and utilities Information

June July June July June July

2021 2022 2021 2022p

2021 2022 2021 2022p2021 2022 2021 2022p

Alabama. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 263.5 270.0 264.1 269.4 392.4 399.6 394.2 399.2 19.9 21.2 20.4 20.9

Alaska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14.9 13.9 21.8 18.7 62.2 65.2 63.6 65.6 4.9 4.7 4.9 4.7

Arizona. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 180.1 191.9 181.5 194.5 572.8 596.4 576.9 601.0 47.0 51.3 47.6 51.2

Arkansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 156.7 163.6 157.7 164.7 253.2 266.2 254.3 267.1 11.7 13.1 11.9 13.2

California. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,274.9 1,315.0 1,290.8 1,320.6 2,991.3 3,127.1 3,023.1 3,136.5 556.9 601.0 575.6 608.8

Colorado. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 149.3 155.0 149.6 153.9 483.6 501.0 484.2 497.3 76.3 79.4 77.1 79.3

Connecticut. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 153.8 159.8 154.5 161.2 289.6 297.3 288.1 294.5 30.0 30.6 30.3 30.2

Delaware. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24.5 26.6 24.9 26.6 80.9 83.1 80.9 83.0 3.5 3.7 3.8 3.7

District of Columbia. . . . . . . . . . . . . . . . . . . . . . . . . 1.1 1.1 1.1 1.1 29.1 30.3 29.2 30.4 19.7 19.4 19.7 19.6

Florida. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 386.5 414.7 390.1 412.2 1,814.1 1,926.3 1,829.3 1,930.1 137.6 147.3 139.9 150.7

Georgia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 392.1 413.1 395.7 412.6 950.3 1,007.9 959.1 1,010.4 123.1 138.5 123.8 138.4

Hawaii. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12.0 12.4 12.4 12.4 109.5 110.9 111.3 111.2 7.6 8.5 7.4 8.4

Idaho. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 70.9 73.1 71.0 74.2 158.1 165.4 159.3 166.6 8.2 8.2 8.4 8.4

Illinois. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 557.3 576.9 555.6 582.5 1,178.5 1,218.7 1,180.2 1,220.5 89.5 94.7 89.6 94.4

Indiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 525.5 547.6 527.1 542.9 605.6 625.3 610.5 630.5 26.0 26.5 26.6 26.4

Iowa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 218.9 228.2 220.7 229.2 308.2 313.9 308.8 313.6 18.8 19.1 19.2 19.0

Kansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 160.9 168.9 161.7 168.3 264.0 271.1 265.1 270.6 16.7 18.9 17.0 19.2

Kentucky. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 241.4 244.4 242.8 238.4 407.5 422.0 408.7 423.2 21.0 22.2 21.1 22.1

Louisiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 128.9 136.5 129.3 136.5 362.8 368.3 363.2 368.7 20.9 22.9 21.0 22.9

Maine. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 54.5 55.3 55.1 55.6 118.1 117.5 119.9 119.3 6.6 6.9 6.8 7.1

Maryland. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108.4 111.5 109.6 113.2 463.1 479.7 466.8 477.7 33.4 34.8 34.3 35.1

Massachusetts. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 233.4 241.6 234.3 243.5 556.4 576.1 557.1 570.7 93.1 99.9 96.3 101.6

Michigan. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 580.8 611.9 575.6 605.5 782.8 805.7 783.0 808.1 51.9 56.0 52.7 56.3

Minnesota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 313.5 331.3 318.0 335.3 513.7 519.1 516.7 518.9 42.3 44.0 43.0 44.2

Mississippi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 142.1 150.5 143.8 149.4 233.1 237.1 233.9 235.8 9.5 9.8 9.6 9.9

Missouri. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 270.5 273.9 270.2 275.8 541.1 547.4 544.5 546.6 46.8 47.0 47.2 47.1

Montana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21.3 22.7 21.5 22.8 97.1 100.1 96.9 99.5 5.8 5.5 5.6 5.5

Nebraska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 99.0 102.3 100.2 103.0 194.0 199.5 193.5 197.7 17.8 18.6 18.0 18.8

Nevada. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 60.7 66.2 61.3 66.6 272.5 290.8 274.9 289.2 14.9 15.7 15.3 15.7

New Hampshire. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 67.7 70.1 68.4 70.3 139.7 139.8 140.0 139.7 11.8 12.3 11.9 12.0

New Jersey. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 241.8 249.0 241.3 249.1 867.4 912.7 866.6 909.7 71.4 71.6 72.9 71.5

New Mexico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27.3 29.7 27.8 29.9 133.9 138.8 135.2 137.6 9.4 10.0 11.0 10.2

New York. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 409.4 421.2 411.8 422.4 1,422.0 1,479.5 1,412.8 1,464.8 279.9 303.8 282.5 306.3

North Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 463.5 475.2 464.4 477.4 890.7 904.7 891.0 906.4 77.0 82.1 78.2 82.9

North Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26.3 27.0 26.5 26.7 88.6 92.9 88.8 92.5 5.7 5.7 5.7 5.7

Ohio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 665.9 683.6 667.9 684.3 1,027.6 1,057.0 1,032.3 1,053.3 64.9 69.4 66.2 70.4

Oklahoma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129.8 133.8 128.6 133.3 311.0 322.2 309.2 321.2 18.1 16.9 18.0 16.8

Oregon. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 187.8 198.2 190.0 202.1 359.2 367.8 360.5 368.5 35.4 36.2 35.6 36.3

Pennsylvania. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 544.2 566.3 547.0 566.1 1,095.9 1,152.8 1,093.5 1,148.9 85.5 91.1 87.0 91.2

Rhode Island. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39.2 40.4 39.1 40.4 75.7 77.0 75.0 75.7 5.2 5.6 5.6 5.7

South Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 248.4 259.0 250.0 258.5 413.2 436.2 415.3 436.7 27.1 29.5 27.6 30.3

South Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 44.2 44.0 44.5 43.6 87.9 88.4 88.0 88.2 5.0 5.2 5.2 5.1

Tennessee. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 349.0 360.6 351.7 358.7 645.5 675.1 650.8 676.7 46.4 50.3 47.5 50.4

Texas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 873.8 925.0 877.5 929.0 2,544.2 2,675.4 2,560.5 2,687.6 208.4 234.8 211.4 236.4

Utah. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 145.4 150.8 147.1 152.3 305.1 317.8 306.5 320.1 41.1 46.5 41.5 46.6

Vermont. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 28.9 29.4 29.1 29.4 51.8 51.1 51.6 51.2 4.0 4.3 4.0 4.3

Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 234.3 238.1 237.6 238.5 654.7 665.9 656.9 669.0 66.6 69.1 66.9 70.1

Washington. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 258.7 270.8 261.8 273.2 650.0 667.9 655.1 669.8 156.5 172.5 158.2 175.4

West Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 45.7 47.4 46.1 47.3 122.0 124.1 122.6 124.5 7.1 7.7 7.2 7.5

Wisconsin. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 469.0 478.7 474.6 480.2 536.1 543.7 537.4 543.4 44.9 48.2 45.4 48.3

Wyoming. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9.8 9.9 10.0 9.9 51.7 51.8 52.0 52.0 3.0 3.0 3.0 3.0

Puerto Rico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77.3 83.4 77.1 83.1 177.2 184.2 177.4 182.8 15.0 15.3 15.7 15.4

Virgin Islands. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 0.8 0.8 0.8 0.8 6.5 6.5 6.3 6.7 0.5 0.5 0.5 0.5

p Preliminary

NOTE: Data are counts of jobs by place of work. Estimates are currently estimated from 2021 benchmark levels. Estimates subsequent to the current benchmarks are

preliminary and will be revised when new information becomes available.
ESTABLISHMENT DATA

NOT SEASONALLY ADJUSTED

Table 4. Employees on nonfarm payrolls by state and selected industry sector, not seasonally adjustedContinued

[In thousands]

State

Financial activities Professional and business services Education and health services

June July June July June July

2021 2022 2021 2022p

2021 2022 2021 2022p2021 2022 2021 2022p

Alabama. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 98.5 98.7 99.1 98.0 249.2 252.6 251.1 252.7 239.6 245.8 238.6 245.8

Alaska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11.0 11.6 11.1 11.6 27.4 28.0 27.9 28.5 50.6 51.1 50.9 51.2

Arizona. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 244.4 245.3 246.5 246.5 438.2 447.1 438.7 453.5 456.7 476.5 456.4 481.7

Arkansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 66.0 68.7 66.4 68.8 144.6 149.0 143.3 149.0 192.9 196.8 192.0 199.4

California. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 820.8 834.1 831.9 836.4 2,670.4 2,824.1 2,717.7 2,849.3 2,791.5 2,894.9 2,798.4 2,900.0

Colorado. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 177.6 178.8 179.3 180.4 454.4 487.4 463.2 493.1 347.9 352.2 347.8 352.3

Connecticut. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 118.0 119.8 118.7 119.7 215.6 221.3 216.6 221.7 330.1 335.4 329.7 333.0

Delaware. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47.8 47.1 47.8 47.3 63.3 65.6 64.2 65.6 77.7 77.1 77.5 76.1

District of Columbia. . . . . . . . . . . . . . . . . . . . . . . . . 28.3 27.1 28.4 27.1 166.4 174.1 168.3 177.5 116.7 120.2 116.1 120.4

Florida. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 618.4 654.1 627.6 657.6 1,438.9 1,532.2 1,463.8 1,547.5 1,327.2 1,365.2 1,328.9 1,376.3

Georgia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 257.2 269.9 259.3 271.5 728.2 789.5 740.7 787.9 596.7 623.3 602.7 623.6

Hawaii. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27.2 26.1 27.4 26.1 68.5 69.4 68.4 70.3 83.8 84.5 84.1 86.1

Idaho. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39.3 39.5 40.2 39.6 104.6 108.3 107.0 109.8 116.8 118.0 117.0 120.4

Illinois. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 408.5 408.8 410.0 411.9 922.3 971.6 929.5 983.4 901.0 911.4 895.8 903.2

Indiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 144.6 150.7 146.3 151.1 344.0 365.7 352.4 360.6 463.2 459.6 462.9 459.2

Iowa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109.5 110.1 110.4 110.2 140.9 141.6 142.6 143.7 220.1 220.8 217.7 220.1

Kansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 76.4 72.5 76.7 73.4 169.8 174.2 173.5 173.2 197.6 199.1 197.7 198.7

Kentucky. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 96.1 97.4 96.4 97.4 218.8 232.6 219.5 233.0 279.9 285.9 279.6 287.3

Louisiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88.2 88.3 89.4 88.7 210.4 221.2 212.0 226.8 317.5 318.9 316.2 322.2

Maine. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33.2 32.9 33.5 32.9 73.0 76.6 73.6 77.7 124.5 124.4 124.3 124.7

Maryland. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 138.4 137.2 139.8 136.7 457.8 475.8 463.5 480.3 438.3 441.9 440.5 441.1

Massachusetts. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 222.5 219.9 224.3 221.6 607.6 642.2 618.6 650.3 778.8 806.9 783.7 815.1

Michigan. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 235.1 240.9 236.5 240.5 636.2 670.9 623.5 657.2 650.5 653.7 646.8 652.1

Minnesota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 191.2 193.2 193.0 193.2 374.7 391.5 378.4 397.1 534.9 548.8 534.9 547.6

Mississippi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 42.3 44.5 42.6 44.0 111.3 116.7 113.7 117.4 138.0 140.0 138.6 138.0

Missouri. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 179.5 179.7 181.4 178.8 371.4 395.5 376.0 397.5 476.0 477.9 477.3 477.5

Montana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27.3 27.8 27.5 27.8 47.6 50.1 48.8 51.0 79.1 81.5 78.7 82.0

Nebraska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73.0 72.0 73.4 71.4 117.9 123.3 119.0 125.2 155.6 160.7 156.5 160.5

Nevada. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 69.8 73.9 71.2 74.0 185.3 205.6 191.0 206.6 147.4 154.7 149.0 154.1

New Hampshire. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34.9 35.0 35.2 35.2 87.9 94.5 89.8 95.8 116.3 119.4 115.8 118.5

New Jersey. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 253.1 261.6 254.5 262.4 690.1 722.9 695.2 726.1 695.8 723.2 682.4 717.4

New Mexico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33.2 33.3 33.7 32.6 109.6 115.4 110.9 116.3 136.6 140.7 135.6 140.7

New York. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 707.2 719.3 712.7 722.7 1,285.1 1,378.6 1,291.8 1,382.4 2,025.1 2,091.7 2,000.3 2,088.9

North Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 274.0 288.6 278.3 291.5 668.5 720.8 680.3 726.8 625.0 645.9 626.0 648.6

North Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24.6 24.6 24.7 24.5 33.5 35.4 34.4 35.7 66.2 65.6 65.8 65.6

Ohio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 309.6 310.8 311.4 312.5 718.4 731.8 729.7 732.3 893.8 883.7 894.3 885.4

Oklahoma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 78.1 81.7 78.4 83.5 191.1 197.5 190.9 197.3 236.3 236.4 236.3 236.6

Oregon. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103.0 106.6 105.1 107.8 248.6 259.0 253.3 260.1 297.2 306.2 295.8 304.8

Pennsylvania. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 329.1 331.8 331.3 332.7 800.3 825.5 804.1 835.8 1,208.9 1,239.8 1,202.3 1,241.7

Rhode Island. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34.6 34.6 34.9 34.7 68.9 69.7 69.7 71.0 100.4 103.2 99.2 102.8

South Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109.3 116.1 111.6 116.9 292.6 298.0 296.1 300.5 252.6 254.8 254.0 257.8

South Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 28.4 28.1 28.5 28.6 35.3 36.6 35.3 36.8 73.0 74.3 72.8 75.5

Tennessee. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 172.2 178.8 173.5 180.3 431.5 449.5 440.1 449.8 433.9 444.9 434.9 445.7

Texas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 828.5 898.9 838.4 904.0 1,876.0 2,021.4 1,906.8 2,038.4 1,725.4 1,795.7 1,736.2 1,812.5

Utah. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97.9 97.0 99.0 97.3 234.1 235.9 237.4 234.6 210.8 218.1 208.7 219.4

Vermont. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11.9 12.3 12.0 12.1 30.3 30.4 31.1 30.1 59.2 60.4 59.5 60.3

Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 210.8 208.1 211.9 208.2 776.4 797.2 784.2 802.2 525.3 557.6 530.7 562.6

Washington. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 160.6 165.6 162.3 164.1 445.8 474.5 452.3 475.8 497.0 504.5 489.2 498.8

West Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29.5 30.8 29.9 30.8 67.9 72.7 68.5 73.4 127.4 127.5 127.0 126.9

Wisconsin. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155.9 153.1 156.9 154.2 320.8 331.0 322.0 332.9 456.0 451.9 454.8 451.4

Wyoming. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11.2 11.2 11.3 11.1 20.2 20.9 20.5 21.6 28.1 28.6 27.6 28.3

Puerto Rico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 43.9 45.9 43.7 46.4 128.5 139.4 130.0 138.2 112.0 118.3 110.3 116.8

Virgin Islands. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1.9 1.8 1.8 1.8 3.3 3.0 3.1 3.0 2.2 2.2 2.2 2.2

p Preliminary

NOTE: Data are counts of jobs by place of work. Estimates are currently estimated from 2021 benchmark levels. Estimates subsequent to the current benchmarks are

preliminary and will be revised when new information becomes available.
ESTABLISHMENT DATA

NOT SEASONALLY ADJUSTED

Table 4. Employees on nonfarm payrolls by state and selected industry sector, not seasonally adjustedContinued

[In thousands]

State

Leisure and hospitality Other services Government

June July June July June July

2021 2022 2021 2022p

2021 2022 2021 2022p2021 2022 2021 2022p

Alabama. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 194.0 199.3 196.9 199.3 95.8 98.3 95.9 97.8 389.1 391.8 381.6 384.5

Alaska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34.5 38.3 36.9 40.1 10.8 11.1 11.0 11.3 76.2 74.7 73.2 69.7

Arizona. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 306.9 331.2 307.0 332.6 91.3 95.6 91.2 95.0 375.7 375.9 371.1 372.9

Arkansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 118.9 125.8 121.1 127.7 67.5 66.2 67.5 66.7 202.6 205.3 192.6 194.5

California. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,685.3 1,922.6 1,766.3 1,946.4 507.7 552.6 518.7 560.6 2,492.3 2,567.3 2,350.1 2,398.8

Colorado. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 321.6 358.1 332.5 363.2 114.8 122.1 116.2 122.0 437.6 440.6 427.9 429.3

Connecticut. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 144.6 159.8 151.9 161.7 59.0 62.0 60.0 61.8 220.6 220.0 209.0 209.5

Delaware. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49.4 56.5 52.2 60.0 18.2 18.5 18.5 18.9 65.3 64.7 64.7 64.3

District of Columbia. . . . . . . . . . . . . . . . . . . . . . . . . 50.5 67.2 54.1 67.8 71.8 73.9 71.7 74.3 241.2 235.1 252.3 245.3

Florida. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,126.8 1,248.5 1,145.7 1,254.7 333.1 362.1 336.5 363.8 1,026.1 1,030.7 1,020.0 1,024.0

Georgia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 466.6 501.1 471.2 507.8 159.6 166.8 161.4 165.3 660.6 671.4 647.4 660.0

Hawaii. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 98.8 112.2 103.1 114.2 23.9 25.5 24.7 25.5 119.9 120.1 118.1 117.4

Idaho. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88.2 93.0 91.7 95.3 26.6 25.9 27.0 25.6 125.4 129.3 119.0 123.7

Illinois. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 530.5 612.6 549.9 620.6 240.2 249.1 242.2 249.9 771.1 787.0 746.3 760.9

Indiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 292.9 311.3 299.7 311.8 123.3 132.8 124.1 134.8 396.1 393.4 369.2 375.4

Iowa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 135.2 151.0 139.2 152.2 55.2 57.0 55.5 57.1 254.8 258.7 236.5 240.6

Kansas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 124.4 128.2 127.4 128.2 46.8 48.6 47.8 49.6 249.4 247.7 231.4 228.8

Kentucky. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 188.4 207.9 192.2 207.0 63.2 62.7 63.2 61.9 293.3 294.5 271.0 270.1

Louisiana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 203.6 217.4 208.0 217.3 71.1 70.3 69.0 70.9 306.2 301.3 300.6 296.7

Maine. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 68.6 78.8 80.2 90.0 21.3 23.1 21.9 23.5 98.8 100.1 91.2 93.4

Maryland. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 245.6 272.9 254.9 276.1 106.0 111.3 107.8 111.3 498.0 509.9 488.3 501.4

Massachusetts. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 321.4 379.4 341.9 390.9 123.0 130.9 127.6 134.5 447.5 444.8 425.5 422.3

Michigan. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 382.0 417.6 400.8 430.4 156.0 163.7 157.7 164.1 561.2 571.2 534.5 545.4

Minnesota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 241.5 268.8 255.2 278.2 105.8 111.8 107.8 110.6 411.6 410.7 387.4 388.0

Mississippi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127.4 136.0 130.3 136.6 39.2 38.3 39.2 38.6 232.1 232.8 227.8 227.5

Missouri. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 289.4 308.8 295.0 312.8 112.7 118.1 113.5 120.3 427.2 429.3 401.8 406.2

Montana. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 71.0 78.5 74.3 80.6 19.0 19.1 19.0 19.2 91.0 90.6 84.5 84.9

Nebraska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 92.0 95.6 92.3 97.6 36.6 36.6 37.1 36.6 171.3 171.3 163.7 160.9

Nevada. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 301.3 333.1 313.6 338.3 39.8 39.2 40.4 38.6 154.6 156.6 150.5 154.1

New Hampshire. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 71.1 77.4 77.4 81.6 24.2 24.5 24.5 25.5 81.0 81.7 76.6 75.9

New Jersey. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 359.0 434.5 382.2 441.5 154.0 171.9 155.8 172.1 582.5 594.9 542.8 547.8

New Mexico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89.4 102.3 93.7 103.9 27.6 28.7 28.0 28.2 171.2 173.7 169.5 169.7

New York. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 758.5 896.8 800.8 918.4 364.4 392.4 366.9 395.1 1,429.4 1,466.2 1,414.0 1,443.6

North Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 477.1 525.8 490.3 530.4 163.3 170.5 165.3 171.2 709.1 702.4 649.9 652.9

North Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 38.3 40.0 39.0 39.7 14.3 14.7 14.4 14.5 81.3 82.9 74.7 77.2

Ohio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 535.5 574.1 551.8 581.3 203.7 213.3 205.4 210.9 747.0 740.2 726.1 727.8

Oklahoma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 170.9 180.9 170.8 180.7 64.6 64.2 64.2 63.7 339.3 343.6 328.3 332.5

Oregon. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 180.9 211.8 192.6 220.1 59.5 61.5 60.2 62.5 288.1 296.9 276.2 266.9

Pennsylvania. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 504.2 573.7 523.9 578.8 238.6 251.8 242.0 255.4 670.0 665.3 644.8 637.2

Rhode Island. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57.0 63.8 59.6 65.2 21.0 22.8 21.6 22.6 62.9 63.0 60.3 60.7

South Carolina. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 255.0 278.8 262.7 283.7 77.5 81.6 77.7 82.6 363.7 367.6 352.7 360.4

South Dakota. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49.6 52.7 51.1 54.0 17.4 17.6 17.6 18.1 78.9 81.2 74.8 75.4

Tennessee. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 325.9 368.3 333.5 371.6 124.4 126.9 124.6 126.5 426.2 426.1 397.4 402.5

Texas. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1,332.1 1,491.6 1,348.5 1,495.9 422.4 453.9 424.8 449.6 1,952.9 1,974.7 1,901.1 1,910.1

Utah. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 153.4 163.0 155.4 167.4 42.7 43.6 43.3 45.1 247.1 250.6 233.9 237.2

Vermont. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29.9 34.0 33.4 36.3 9.6 10.1 9.9 10.6 50.3 53.0 47.6 50.8

Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 372.6 431.5 389.4 436.5 185.1 189.3 187.1 189.9 707.8 704.8 676.5 679.8

Washington. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 291.8 336.2 308.3 343.6 114.5 119.6 116.0 120.1 566.4 573.1 555.2 564.2

West Virginia. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 69.0 75.3 70.1 75.8 23.5 24.0 23.7 24.0 146.3 146.0 140.8 140.9

Wisconsin. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 270.0 292.6 280.0 301.9 145.0 144.2 145.5 144.3 386.2 385.4 371.8 368.2

Wyoming. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 40.4 41.6 42.1 43.5 16.0 17.1 16.0 17.0 68.4 67.2 64.7 64.5

Puerto Rico. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 75.9 87.5 78.5 89.4 17.3 17.9 17.4 18.0 192.9 189.8 192.4 188.9

Virgin Islands. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5.9 6.3 5.9 6.3 1.3 1.1 1.2 1.1 10.6 10.9 11.0 11.3

p Preliminary

NOTE: Data are counts of jobs by place of work. Estimates are currently estimated from 2021 benchmark levels. Estimates subsequent to the current benchmarks are

preliminary and will be revised when new information becomes available.
TEXAS

N.M.

CALIF.

NEV.

MONT.

ARIZ.

ORE.

S.D.

WYO.

KAN. MO.

N.D.

COLO.

NEB.

GA.

UTAH ILL.

MINN.

LA.

PA.

IDAHO

FLA.

N.Y.

KY.

WIS.

N.C.

VA.

OKLA.

ALA.

ARK.

IOWA

WASH.

IND.

MISS.

OHIO

S.C.

MICH.

TENN.

MAINE

W.VA.

VT.

MD.

N.H.

Map 1. Unemployment rates by state, seasonally adjusted, 

July 2022

(U.S. rate = 3.5 percent)

HAWAII

ALASKA

D.C.

!

MASS.

! CONN.

!

R.I.

!

DEL.

!

N.J.

4.5% or higher

4.0% to 4.4%

3.5% to 3.9%

3.0% to 3.4%

2.9% or lower
WASH.

ORE.

CALIF.

IDAHO

NEV.

ARIZ.

MONT.

WYO.

COLO.

N.M.

N.D.

S.D.

NEB.

KAN.

OKLA.

TEXAS

MINN.

IOWA

MO.

ARK.

LA.

WIS.

ILL.

MICH.

IND. OHIO

KY.

TENN.

MISS. ALA. GA.

S.C.

N.C.

VA. W.VA.

PA.

N.Y.

MAINE

N.H.

VT.

MASS.

R.I.

N.J.

CONN.

DEL.

FLA.

MD. UTAH

ALASKA

HAWAII

D.C.

4.5% and above

3.5% to 4.4%

2.5% to 3.4%

1.5% to 2.4%

Below 1.5%

Map 2. Percentage change in nonfarm employment by state,

seasonally adjusted, July 2021 - July 2022