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USDL-21-1434

Technical information:
Household data:
(202) 691-6378 • cpsinfo@bls.gov • www.bls.gov/cps
Establishment data: (202) 691-6555 • cesinfo@bls.gov • www.bls.gov/ces
Media contact:

(202) 691-5902 • PressOffice@bls.gov

THE EMPLOYMENT SITUATION — JULY 2021
Total nonfarm payroll employment rose by 943,000 in July, and the unemployment rate declined by
0.5 percentage point to 5.4 percent, the U.S. Bureau of Labor Statistics reported today. Notable job gains
occurred in leisure and hospitality, in local government education, and in professional and business
services.
Chart 1. Unemployment rate, seasonally adjusted,
July 2019 – July 2021

Chart 2. Nonfarm payroll employment, seasonally adjusted,
July 2019 – July 2021

Percent

Thousands

16.0

160,000

14.0

155,000

12.0

150,000

10.0

145,000

8.0

140,000

6.0

135,000

4.0

130,000
125,000

2.0
Jul-19

Oct-19

Jan-20

Apr-20

Jul-20

Oct-20

Jan-21 Apr-21

Jul-21

Jul-19

Oct-19

Jan-20

Apr-20

Jul-20

Oct-20

Jan-21

Apr-21

Jul-21

This news release presents statistics from two monthly surveys. The household survey measures labor
force status, including unemployment, by demographic characteristics. The establishment survey
measures nonfarm employment, hours, and earnings by industry. For more information about the
concepts and statistical methodology used in these two surveys, see the Technical Note.
Household Survey Data
The unemployment rate declined by 0.5 percentage point to 5.4 percent in July, and the number of
unemployed persons fell by 782,000 to 8.7 million. These measures are down considerably from their
highs at the end of the February-April 2020 recession. However, they remain well above their levels
prior to the coronavirus (COVID-19) pandemic (3.5 percent and 5.7 million, respectively, in February

2020). (See table A-1. See the box note on page 6 for more information about how the household survey
and its measures were affected by the coronavirus pandemic.)
Among the major worker groups, the unemployment rates declined in July for adult men (5.4 percent),
adult women (5.0 percent), Whites (4.8 percent), Blacks (8.2 percent), and Hispanics (6.6 percent). The
jobless rates for teenagers (9.6 percent) and Asians (5.3 percent) showed little change over the month.
(See tables A-1, A-2, and A-3.)
Among the unemployed, the number of persons on temporary layoff fell by 572,000 to 1.2 million in
July. This measure is down considerably from the high of 18.0 million in April 2020 but is 489,000
above the February 2020 level. The number of permanent job losers declined by 257,000 to 2.9 million
in July but is 1.6 million higher than in February 2020. (See table A-11.)
The number of long-term unemployed (those jobless for 27 weeks or more) decreased by 560,000 in
July to 3.4 million but is 2.3 million higher than in February 2020. These long-term unemployed
accounted for 39.3 percent of the total unemployed in July. The number of persons jobless less than 5
weeks increased by 276,000 to 2.3 million. (See table A-12.)
The labor force participation rate was little changed at 61.7 percent in July and has remained within a
narrow range of 61.4 percent to 61.7 percent since June 2020. The participation rate is 1.6 percentage
points lower than in February 2020. The employment-population ratio increased by 0.4 percentage
point to 58.4 percent in July and is up by 1.0 percentage point since December 2020. However, this
measure is 2.7 percentage points below its February 2020 level. (See table A-1.)
In July, the number of persons employed part time for economic reasons, at 4.5 million, was about
unchanged. There were 4.4 million persons in this category in February 2020. These individuals, who
would have preferred full-time employment, were working part time because their hours had been
reduced or they were unable to find full-time jobs. (See table A-8.)
In July, the number of persons not in the labor force who currently want a job was 6.5 million, about
unchanged over the month but up by 1.5 million since February 2020. These individuals were not
counted as unemployed because they were not actively looking for work during the last 4 weeks or were
unavailable to take a job. (See table A-1.)
Among those not in the labor force who currently want a job, the number of persons marginally
attached to the labor force, at 1.9 million, was little changed in July but is up by 435,000 since
February 2020. These individuals wanted and were available for work and had looked for a job
sometime in the prior 12 months but had not looked for work in the 4 weeks preceding the survey. The
number of discouraged workers, a subset of the marginally attached who believed that no jobs were
available for them, was 507,000 in July, down by 110,000 from the previous month but 106,000 higher
than in February 2020. (See Summary table A.)
Household Survey Supplemental Data
In July, 13.2 percent of employed persons teleworked because of the coronavirus pandemic, down
from 14.4 percent in the prior month. These data refer to employed persons who teleworked or worked
at home for pay at some point in the last 4 weeks specifically because of the pandemic.
-2-

In July, 5.2 million persons reported that they had been unable to work because their employer closed
or lost business due to the pandemic—that is, they did not work at all or worked fewer hours at some
point in the last 4 weeks due to the pandemic. This measure is down from 6.2 million in June. Among
those who reported in July that they were unable to work because of pandemic-related closures or lost
business, 9.1 percent received at least some pay from their employer for the hours not worked, little
changed from the previous month.
Among those not in the labor force in July, 1.6 million persons were prevented from looking for work
due to the pandemic, essentially unchanged from June. (To be counted as unemployed, by definition,
individuals must be either actively looking for work or on temporary layoff.)
These supplemental data come from questions added to the household survey beginning in May 2020 to
help gauge the effects of the pandemic on the labor market. The data are not seasonally adjusted. Tables
with estimates from the supplemental questions for all months are available online at
www.bls.gov/cps/effects-of-the-coronavirus-covid-19-pandemic.htm.
Establishment Survey Data
Total nonfarm payroll employment rose by 943,000 in July, following a similar increase in June
(+938,000). Nonfarm payroll employment in July is up by 16.7 million since April 2020 but is down by
5.7 million, or 3.7 percent, from its pre-pandemic level in February 2020. In July, notable job gains
occurred in leisure and hospitality, in local government education, and in professional and business
services. (See table B-1. See the box note on page 6 for more information about how the establishment
survey and its measures were affected by the coronavirus pandemic.)
In July, employment in leisure and hospitality increased by 380,000. Two-thirds of the job gain was in
food services and drinking places (+253,000). Employment also continued to increase in
accommodation (+74,000) and in arts, entertainment, and recreation (+53,000). Despite recent growth,
employment in leisure and hospitality is down by 1.7 million, or 10.3 percent, from its level in February
2020.
In July, employment rose by 221,000 in local government education and by 40,000 in private
education. Staffing fluctuations in education due to the pandemic have distorted the normal seasonal
buildup and layoff patterns, likely contributing to the job gains in July. Without the typical seasonal
employment increases earlier, there were fewer layoffs at the end of the school year, resulting in job
gains after seasonal adjustment. These variations make it more challenging to discern the current
employment trends in these education industries. Since February 2020, employment is down by 205,000
in local government education and 207,000 in private education.
Employment in professional and business services rose by 60,000 in July. Within the industry,
employment in the professional and technical services component rose by 43,000 over the month and is
121,000 above its February 2020 level. (Professional and technical services includes industries such as
accounting and bookkeeping services, management and technical consulting services, and scientific
research and development services.) By contrast, employment in the administrative and waste services
component (which includes temporary help services) changed little over the month (+20,000) and is
577,000 lower than in February 2020. Employment in the management of companies and enterprises
component was also little changed over the month (-3,000) but is 100,000 lower than the level in
-3-

February 2020. Employment in professional and business services overall is down by 556,000 since
February 2020.
Transportation and warehousing added 50,000 jobs in July. Job growth occurred in transit and ground
passenger transportation (+19,000), warehousing and storage (+11,000), and couriers and messengers
(+8,000). Employment in transportation and warehousing has grown by 534,000 since April 2020; the
industry has recovered 92.9 percent of the jobs lost during the February-April 2020 recession
(-575,000).
The other services industry added 39,000 jobs in July, with gains in membership associations and
organizations (+17,000) and in personal and laundry services (+15,000). Employment in other services
is 236,000 lower than in February 2020.
Health care added 37,000 jobs in July. Job gains in ambulatory health care services (+32,000) and
hospitals (+18,000) more than offset a loss of 13,000 jobs in nursing and residential care facilities.
Health care employment is down by 502,000 since February 2020.
Employment in manufacturing increased by 27,000 in July, largely in durable goods manufacturing.
Within durable goods, job gains occurred in machinery (+7,000) and miscellaneous durable goods
manufacturing (+6,000). Manufacturing employment is 433,000 below its February 2020 level.
Employment in information increased by 24,000 over the month, with three-quarters of the gain in
motion picture and sound recording industries (+18,000). Employment in information is down by
172,000 since February 2020.
Employment in financial activities rose by 22,000 over the month, largely in real estate and rental and
leasing (+18,000). Employment in financial activities is down by 48,000 since February 2020.
Employment in mining increased by 7,000 in July, reflecting a gain in support activities for mining
(+6,000). Mining employment has risen by 49,000 since a trough in August 2020 but is 103,000 below a
peak in January 2019.
Employment in retail trade changed little in July (-6,000), following large increases in the prior 2
months. In July, job gains in gasoline stations (+14,000), miscellaneous store retailers (+7,000), and
nonstore retailers (+5,000) were more than offset by a loss in building material and garden supply stores
(-34,000). Since February 2020, employment in retail trade is down by 270,000.
In July, employment showed little change in construction and wholesale trade.
In July, average hourly earnings for all employees on private nonfarm payrolls increased by 11 cents
to $30.54, following increases in the prior 3 months. Average hourly earnings for private-sector
production and nonsupervisory employees also rose by 11 cents in July to $25.83. The data for recent
months suggest that the rising demand for labor associated with the recovery from the pandemic may
have put upward pressure on wages. However, because average hourly earnings vary widely across
industries, the large employment fluctuations since February 2020 complicate the analysis of recent
trends in average hourly earnings. (See tables B-3 and B-8.)

-4-

In July, the average workweek for all employees on private nonfarm payrolls was unchanged at 34.8
hours. In manufacturing, the average workweek increased by 0.2 hour to 40.5 hours, and overtime was
unchanged at 3.2 hours. The average workweek for production and nonsupervisory employees on
private nonfarm payrolls was unchanged at 34.2 hours. (See tables B-2 and B-7.)
The change in total nonfarm payroll employment for May was revised up by 31,000, from +583,000 to
+614,000, and the change for June was revised up by 88,000, from +850,000 to +938,000. With these
revisions, employment in May and June combined is 119,000 higher than previously reported. (Monthly
revisions result from additional reports received from businesses and government agencies since the last
published estimates and from the recalculation of seasonal factors.)
_____________
The Employment Situation for August is scheduled to be released on Friday, September 3, 2021, at
8:30 a.m. (ET).

-5-

Coronavirus (COVID-19) Impact on July 2021 Household and
Establishment Survey Data
Data collection for both surveys was affected by the pandemic. In the establishment survey, more data
continued to be collected by web than in months prior to the pandemic. In the household survey, for the
safety of both interviewers and respondents, in-person interviews were conducted only when telephone
interviews could not be done.
As in previous months, some workers affected by the pandemic who should have been classified as
unemployed on temporary layoff were instead misclassified as employed but not at work. However, the
share of responses that may have been misclassified was highest in the early months of the pandemic
and has been considerably lower in recent months. Since March 2020, BLS has published an estimate of
what the unemployment rate might have been had misclassified workers been included among the
unemployed. Repeating this same approach, the seasonally adjusted unemployment rate in July 2021
would have been 0.3 percentage point higher than reported. However, this represents the upper bound of
our estimate of misclassification and probably overstates the size of the misclassification error.
More information about the impact of the pandemic on the two surveys is available at
www.bls.gov/covid19/employment-situation-covid19-faq-july-2021.htm.

2021 Preliminary Benchmark Revision to Establishment Survey Data
to be released on August 18, 2021
Each year, the establishment survey estimates are benchmarked to comprehensive counts of employment
from the Quarterly Census of Employment and Wages (QCEW) for the month of March. These counts
are derived from state unemployment insurance (UI) tax records that nearly all employers are required to
file. At 10:00 a.m. (ET) on August 18, 2021, the Bureau of Labor Statistics (BLS) will release the
preliminary estimate of the upcoming annual benchmark revision to the establishment survey data. This
is the same day that the first-quarter 2021 data from QCEW will be issued. Preliminary benchmark
revisions for all major industry sectors, as well as total nonfarm and total private employment, will be
available at www.bls.gov/web/empsit/cesprelbmk.htm.
The final benchmark revision will be issued with the publication of the January 2022 Employment
Situation news release in February 2022.

-6-

HOUSEHOLD DATA
Summary table A. Household data, seasonally adjusted
[Numbers in thousands]
Category

July
2020

May
2021

June
2021

Change from:
June 2021July 2021

July
2021

Employment status
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Civilian labor force.......................................................... .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed.................................................................. .
Employment-population ratio......................................... .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

260,373
160,085
61.5
143,777
55.2
16,308
10.2
100,288

261,210
160,935
61.6
151,620
58.0
9,316
5.8
100,275

261,338
161,086
61.6
151,602
58.0
9,484
5.9
100,253

261,469
161,347
61.7
152,645
58.4
8,702
5.4
100,123

131
261
0.1
1,043
0.4
-782
-0.5
-130

Unemployment rates
Total, 16 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Adult men (20 years and over). . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Adult women (20 years and over). . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Teenagers (16 to 19 years). . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
White. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Black or African American. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Asian. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Hispanic or Latino ethnicity................................................ .

10.2
9.4
10.4
19.1
9.2
14.4
11.9
12.7

5.8
5.9
5.4
9.6
5.1
9.1
5.5
7.3

5.9
5.9
5.5
9.9
5.2
9.2
5.8
7.4

5.4
5.4
5.0
9.6
4.8
8.2
5.3
6.6

-0.5
-0.5
-0.5
-0.3
-0.4
-1.0
-0.5
-0.8

Total, 25 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Less than a high school diploma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
High school graduates, no college. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Some college or associate degree. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Bachelor’s degree and higher............................................. .

9.0
15.1
10.8
9.9
6.7

5.1
9.1
6.8
5.9
3.2

5.4
10.2
7.0
5.8
3.5

4.8
9.5
6.3
5.0
3.1

-0.6
-0.7
-0.7
-0.8
-0.4

Reason for unemployment
Job losers and persons who completed temporary jobs. . . . . . . . . . . . . . . . . .
Job leavers..................................................................... .
Reentrants...................................................................... .
New entrants................................................................... .

12,891
579
2,315
513

5,841
778
2,149
525

5,787
942
2,298
494

4,960
930
2,287
463

-827
-12
-11
-31

Duration of unemployment
Less than 5 weeks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5 to 14 weeks.................................................................. .
15 to 26 weeks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
27 weeks and over............................................................ .

3,188
5,175
6,488
1,483

2,023
2,126
1,262
3,752

1,981
2,166
1,329
3,985

2,257
1,861
1,174
3,425

276
-305
-155
-560

Employed persons at work part time
Part time for economic reasons. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Slack work or business conditions. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Could only find part-time work. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Part time for noneconomic reasons......................................... .

8,400
7,228
1,016
17,773

5,271
4,069
966
19,160

4,627
3,430
1,007
20,337

4,483
2,965
1,116
20,087

-144
-465
109
-250

Persons not in the labor force
Marginally attached to the labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Discouraged workers....................................................... .

1,979
660

1,955
600

1,830
617

1,872
507

42
-110

NOTE: Persons whose ethnicity is identified as Hispanic or Latino may be of any race. Detail for the seasonally adjusted data shown in this table will
not necessarily add to totals because of the independent seasonal adjustment of the various series. Updated population controls are introduced
annually with the release of January data.

ESTABLISHMENT DATA
Summary table B. Establishment data, seasonally adjusted
Category

May
2021

June
2021p

July
2021p

EMPLOYMENT BY SELECTED INDUSTRY
(Over-the-month change, in thousands)
Total nonfarm. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Total private. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Goods-producing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Mining and logging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Construction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Manufacturing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Durable goods1. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Motor vehicles and parts. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nondurable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Private service-providing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Wholesale trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Retail trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Transportation and warehousing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Utilities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Information. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Financial activities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Professional and business services1. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Temporary help services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Education and health services1. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Health care and social assistance. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Leisure and hospitality. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Other services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Government. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

1,726
1,523
60
-4
26
38
30
43.7
8
1,463
-19.5
240.1
49.5
0.5
-10
12
147
133.5
214
201.4
666
163
203

614
555
16
4
-24
36
27
29.1
9
539
14.8
59.9
15.0
-0.9
20
2
50
7.5
46
12.8
319
13
59

938
769
45
11
-5
39
37
2.7
2
724
27.2
72.5
19.6
-0.4
4
-1
75
35.0
60
7.3
394
73
169

943
703
44
6
11
27
20
0.8
7
659
2.8
-5.5
49.7
-0.1
24
22
60
9.7
87
46.8
380
39
240

(3-month average change, in thousands)
Total nonfarm. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Total private. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

3,135
3,225

556
502

607
517

832
676

WOMEN AND PRODUCTION AND NONSUPERVISORY EMPLOYEES
AS A PERCENT OF ALL EMPLOYEES2
Total nonfarm women employees. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Total private women employees. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Total private production and nonsupervisory employees. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
HOURS AND EARNINGS
ALL EMPLOYEES
Total private
Average weekly hours. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Average hourly earnings. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Average weekly earnings. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Index of aggregate weekly hours (2007=100)3. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Over-the-month percent change. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Index of aggregate weekly payrolls (2007=100)4. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Over-the-month percent change. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
DIFFUSION INDEX
(Over 1-month span)5
Total private (257 industries). . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Manufacturing (75 industries). . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
1

July
2020

49.7
48.2
81.3

34.6
$29.37
$1,016.20
102.5
1.3
143.9
1.3

61.9
47.3

49.8
48.4
81.4

34.8
$30.31
$1,054.79
107.7
0.2
156.1
0.6

64.0
59.3

49.8
48.4
81.3

34.8
$30.43
$1,058.96
108.4
0.6
157.7
1.0

68.5
66.0

49.9
48.4
81.4

34.8
$30.54
$1,062.79
109.0
0.6
159.1
0.9

67.5
68.0

Includes other industries, not shown separately.
Data relate to production employees in mining and logging and manufacturing, construction employees in construction, and nonsupervisory employees in the
service-providing industries.
3
The indexes of aggregate weekly hours are calculated by dividing the current month’s estimates of aggregate hours by the corresponding annual average aggregate
hours.
4
The indexes of aggregate weekly payrolls are calculated by dividing the current month’s estimates of aggregate weekly payrolls by the corresponding annual average
aggregate weekly payrolls.
5
Figures are the percent of industries with employment increasing plus one-half of the industries with unchanged employment, where 50 percent indicates an equal
balance between industries with increasing and decreasing employment.
p Preliminary
NOTE: Data have been revised to reflect March 2020 benchmark levels and updated seasonal adjustment factors.
2

Frequently Asked Questions about Employment and Unemployment Estimates
1. Why are there two monthly measures of employment?
The household survey and establishment survey both produce sample-based estimates of
employment, and both have strengths and limitations. The establishment survey employment series
has a smaller margin of error on the measurement of month-to-month change than the household
survey because of its much larger sample size. An over-the-month employment change of about
100,000 is statistically significant in the establishment survey, while the threshold for a statistically
significant change in the household survey is about 500,000. However, the household survey has a
more expansive scope than the establishment survey because it includes self-employed workers
whose businesses are unincorporated, unpaid family workers, agricultural workers, and private
household workers, who are excluded by the establishment survey. The household survey also
provides estimates of employment for demographic groups. For more information on the differences
between the two surveys, please visit www.bls.gov/web/empsit/ces_cps_trends.htm.
2. Are undocumented immigrants counted in the surveys?
It is likely that both surveys include at least some undocumented immigrants. However, neither the
establishment nor the household survey is designed to identify the legal status of workers. Therefore,
it is not possible to determine how many are counted in either survey. The establishment survey does
not collect data on the legal status of workers. The household survey does include questions which
identify the foreign and native born, but it does not include questions about the legal status of the
foreign born. Data on the foreign and native born are published each month in table A-7 of The
Employment Situation news release.
3. Why does the establishment survey have revisions?
The establishment survey revises published estimates to improve its data series by incorporating
additional information that was not available at the time of the initial publication of the estimates.
The establishment survey revises its initial monthly estimates twice, in the immediately succeeding
2 months, to incorporate additional sample receipts from respondents in the survey and recalculated
seasonal adjustment factors. For more information on the monthly revisions, please visit
www.bls.gov/web/empsit/cestn.htm#section7.
On an annual basis, the establishment survey incorporates a benchmark revision that re-anchors
estimates to nearly complete employment counts available from unemployment insurance tax
records. The benchmark helps to control for sampling and modeling errors in the estimates. For more
information on the annual benchmark revision, please visit www.bls.gov/web/empsit/cesbmart.htm.
4. Does the establishment survey sample include small firms?
Yes; about 40 percent of the establishment survey sample is comprised of business establishments
with fewer than 20 employees. The establishment survey sample is designed to maximize the
reliability of the statewide total nonfarm employment estimate; firms from all states, size classes, and
industries are appropriately sampled to achieve that goal.

5. Does the establishment survey account for employment from new businesses?
Yes; monthly establishment survey estimates include an adjustment to account for the net
employment change generated by business births and deaths. The adjustment comes from an
econometric model that forecasts the monthly net jobs impact of business births and deaths based
on the actual past values of the net impact that can be observed with a lag from the Quarterly Census
of Employment and Wages. The establishment survey uses modeling rather than sampling for this
purpose because the survey is not immediately able to bring new businesses into the sample. There
is an unavoidable lag between the birth of a new firm and its appearance on the sampling frame and
availability for selection. BLS adds new businesses to the survey twice a year.
6. Is the count of unemployed persons limited to just those people receiving unemployment
insurance benefits?
No; the estimate of unemployment is based on a monthly sample survey of households. All persons
who are without jobs and are actively seeking and available to work are included among the
unemployed. (People on temporary layoff are included even if they do not actively seek work.) There
is no requirement or question relating to unemployment insurance benefits in the monthly survey.
7. Does the official unemployment rate exclude people who want a job but are not currently
looking for work?
Yes; however, there are separate estimates of persons outside the labor force who want a job,
including those who are not currently looking because they believe no jobs are available (discouraged
workers). In addition, alternative measures of labor underutilization (some of which include
discouraged workers and other groups not officially counted as unemployed) are published each
month in table A-15 of The Employment Situation news release. For more information about these
alternative measures, please visit www.bls.gov/cps/lfcharacteristics.htm#altmeasures.
8. How can unusually severe weather affect employment and hours estimates?
In the establishment survey, the reference period is the pay period that includes the 12th of the
month. Unusually severe weather is more likely to have an impact on average weekly hours than
on employment. Average weekly hours are estimated for paid time during the pay period, including
pay for holidays, sick leave, or other time off. The impact of severe weather on hours estimates
typically, but not always, results in a reduction in average weekly hours. For example, some
employees may be off work for part of the pay period and not receive pay for the time missed,
while some workers, such as those dealing with cleanup or repair, may work extra hours.
Typically, it is not possible to precisely quantify the effect of extreme weather on payroll
employment estimates. In order for severe weather conditions to reduce employment estimates,
employees have to be off work without pay for the entire pay period. Employees
who receive pay for any part of the pay period, even 1 hour, are counted in the payroll
employment figures. For more information on how often employees are paid, please visit
www.bls.gov/opub/btn/volume-3/how-frequently-do-private-businesses-pay-workers.htm.
In the household survey, the reference period is generally the calendar week that includes the 12th
of the month. Persons who miss the entire week's work for weather-related events are counted as
employed whether or not they are paid for the time off. The household survey collects data on the
number of persons who had a job but were not at work due to bad weather. It also provides a measure
of the number of persons who usually work full time but had reduced hours due to bad weather.
Current and historical data are available on the household survey's most requested statistics page,
please visit data.bls.gov/cgi-bin/surveymost?ln.

Technical Note
This news release presents statistics from two major
surveys, the Current Population Survey (CPS; household
survey) and the Current Employment Statistics survey (CES;
establishment survey). The household survey provides
information on the labor force, employment, and
unemployment that appears in the "A" tables, marked
HOUSEHOLD DATA. It is a sample survey of about 60,000
eligible households conducted by the U.S. Census Bureau for
the U.S. Bureau of Labor Statistics (BLS).
The establishment survey provides information on
employment, hours, and earnings of employees on nonfarm
payrolls; the data appear in the "B" tables, marked
ESTABLISHMENT DATA. BLS collects these data each
month from the payroll records of a sample of
nonagricultural business establishments. Each month the
CES program surveys about 144,000 businesses and
government agencies, representing approximately 697,000
individual worksites, in order to provide detailed industry
data on employment, hours, and earnings of workers on
nonfarm payrolls. The active sample includes approximately
one-third of all nonfarm payroll jobs.
For both surveys, the data for a given month relate to a
particular week or pay period. In the household survey, the
reference period is generally the calendar week that contains
the 12th day of the month. In the establishment survey, the
reference period is the pay period including the 12th, which
may or may not correspond directly to the calendar week.

unemployment rate is the number unemployed as a percent
of the labor force. The labor force participation rate is the
labor force as a percent of the population, and
the employment-population ratio is the employed as a
percent of the population. Additional information
about the household survey can be found at
www.bls.gov/cps/documentation.htm.

Coverage, definitions, and differences between surveys

Differences in employment estimates. The numerous
conceptual and methodological differences between the
household and establishment surveys result in important
distinctions in the employment estimates derived from the
surveys. Among these are:

Household survey. The sample is selected to reflect
the entire civilian noninstitutional population. Based on
responses to a series of questions on work and job search
activities, each person 16 years and over in a sample
household is classified as employed, unemployed, or not in
the labor force.
People are classified as employed if they did any work
at all as paid employees during the reference week; worked
in their own business, profession, or on their own farm; or
worked without pay at least 15 hours in a family business or
farm. People are also counted as employed if they were
temporarily absent from their jobs because of illness, bad
weather, vacation, labor-management disputes, or personal
reasons.
People are classified as unemployed if they meet all of
the following criteria: they had no employment during the
reference week; they were available for work at that time;
and they made specific active efforts to find employment
sometime during the 4-week period ending with the
reference week. Persons laid off from a job and expecting
recall need not be looking for work to be counted as
unemployed. The unemployment data derived from the
household survey in no way depend upon the eligibility for
or receipt of unemployment insurance benefits.
The civilian labor force is the sum of employed and
unemployed persons. Those persons not classified as
employed or unemployed are not in the labor force. The

Establishment survey. The sample establishments are
drawn from private nonfarm businesses such as factories,
offices, and stores, as well as from federal, state, and local
government entities. Employees on nonfarm payrolls are
those who worked or received pay for any part of the
reference pay period, including persons on paid leave.
Persons are counted in each job they hold. Hours and
earnings data are produced for the private sector for all
employees and for production and nonsupervisory
employees. Production and nonsupervisory employees are
defined as production and related employees in
manufacturing and mining and logging, construction
workers in construction, and non-supervisory employees in
private service-providing industries.
Industries are classified on the basis of an
establishment's principal activity in accordance with the
2017 version of the North American Industry Classification
System. Additional information about the establishment
survey can be found at www.bls.gov/ces/.

•

The household survey includes agricultural
workers, self-employed workers whose businesses
are unincorporated, unpaid family workers, and
private household workers among the employed.
These groups are excluded from the establishment
survey.

•

The household survey includes people on unpaid
leave among the employed. The establishment
survey does not.

•

The household survey is limited to workers 16 years
of age and older. The establishment survey is not
limited by age.

•

The household survey has no duplication of
individuals, because individuals are counted only
once, even if they hold more than one job. In the
establishment survey, employees working at more
than one job and thus appearing on more than one
payroll are counted separately for each appearance.

Seasonal adjustment

Reliability of the estimates

Over the course of a year, the size of the nation's labor
force and the levels of employment and unemployment
undergo regularly occurring fluctuations. These events may
result from seasonal changes in weather, major holidays, and
the opening and closing of schools. The effect of such
seasonal variation can be very large.
Because these seasonal events follow a more or less
regular pattern each year, their influence on the level of a
series can be tempered by adjusting for regular seasonal
variation.
These
adjustments
make
nonseasonal
developments, such as declines in employment or increases
in the participation of women in the labor force, easier to
spot. For example, in the household survey, the large number
of youth entering the labor force each June is likely to
obscure any other changes that have taken place relative to
May, making it difficult to determine if the level of economic
activity has risen or declined. Similarly, in the establishment
survey, payroll employment in education declines by about
20 percent at the end of the spring term and later rises with
the start of the fall term, obscuring the underlying
employment trends in the industry. Because seasonal
employment changes at the end and beginning of the school
year can be estimated, the statistics can be adjusted to make
underlying employment patterns more discernable. The
seasonally adjusted figures provide a more useful tool with
which to analyze changes in month-to-month economic
activity.
Many seasonally adjusted series are independently
adjusted in both the household and establishment surveys.
However, the adjusted series for many major estimates, such
as total payroll employment, employment in most major
sectors, total employment, and unemployment are computed
by aggregating independently adjusted component series.
For example, total unemployment is derived by summing the
adjusted series for four major age-sex components; this
differs from the unemployment estimate that would be
obtained by directly adjusting the total or by combining the
duration, reasons, or more detailed age categories.
Percentage distributions of unemployment by reason and
duration are derived from the sum of the independently
seasonally adjusted component series, and will not
necessarily match calculations made using the seasonally
adjusted total unemployment level. Additional information
about seasonal adjustment in the household survey can be
found at www.bls.gov/cps/documentation.htm#sa.
For both the household and establishment surveys, a
concurrent seasonal adjustment methodology is used in
which new seasonal factors are calculated each month using
all relevant data, up to and including the data for the current
month. In the household survey, new seasonal factors are
used to adjust only the current month's data. In the
establishment survey, however, new seasonal factors are
used each month to adjust the three most recent monthly
estimates. The prior 2 months are routinely revised to
incorporate additional sample reports and recalculated
seasonal adjustment factors. In both surveys, 5-year
revisions to historical data are made once a year.

Statistics based on the household and establishment
surveys are subject to both sampling and nonsampling error.
When a sample, rather than the entire population, is
surveyed, there is a chance that the sample estimates may
differ from the true population values they represent. The
component of this difference that occurs because samples
differ by chance is known as sampling error, and its
variability is measured by the standard error of the estimate.
There is about a 90-percent chance, or level of confidence,
that an estimate based on a sample will differ by no more
than 1.6 standard errors from the true population value
because of sampling error. BLS analyses are generally
conducted at the 90-percent level of confidence.
For example, the confidence interval for the monthly
change in total nonfarm employment from the establishment
survey is on the order of plus or minus 110,000. Suppose the
estimate of nonfarm employment increases by 50,000 from
one month to the next. The 90-percent confidence interval on
the monthly change would range from -60,000 to +160,000
(50,000 +/- 110,000). These figures do not mean that the
sample results are off by these magnitudes, but rather that
there is about a 90-percent chance that the true over-themonth change lies within this interval. Since this range
includes values of less than zero, we could not say with
confidence that nonfarm employment had, in fact, increased
that month. If, however, the reported nonfarm employment
rise was 250,000, then all of the values within the 90-percent
confidence interval would be greater than zero. In this case,
it is likely (at least a 90-percent chance) that nonfarm
employment had, in fact, risen that month. At an
unemployment rate of around 6.0 percent, the 90-percent
confidence interval for the monthly change in unemployment
as measured by the household survey is about +/- 300,000,
and for the monthly change in the unemployment rate it is
about +/- 0.2 percentage point.
In general, estimates involving many individuals or
establishments have lower standard errors (relative to the
size of the estimate) than estimates which are based on a
small number of observations. The precision of estimates
also is improved when the data are cumulated over time, such
as for quarterly and annual averages.
The household and establishment surveys are also
affected by nonsampling error, which can occur for many
reasons, including the failure to sample a segment of the
population, inability to obtain information for all respondents
in the sample, inability or unwillingness of respondents to
provide correct information on a timely basis, mistakes made
by respondents, and errors made in the collection or
processing of the data.
For example, in the establishment survey, estimates for
the most recent 2 months are based on incomplete returns;
for this reason, these estimates are labeled preliminary in the
tables. It is only after two successive revisions to a monthly
estimate, when nearly all sample reports have been received,
that the estimate is considered final.
Another major source of nonsampling error in the
establishment survey is the inability to capture, on a timely

basis, employment generated by new firms. To correct for
this systematic underestimation of employment growth, an
estimation procedure with two components is used to
account for business births. The first component excludes
employment losses from business deaths from sample-based
estimation in order to offset the missing employment gains
from business births. This is incorporated into the samplebased estimation procedure by simply not reflecting sample
units going out of business, but imputing to them the same
employment trend as the other firms in the sample. This
procedure accounts for most of the net birth/death
employment.
The second component is an ARIMA time series model
designed to estimate the residual net birth/death employment
not accounted for by the imputation. The historical time
series used to create and test the ARIMA model was derived
from the unemployment insurance universe micro-level
database, and reflects the actual residual net of births and
deaths over the past 5 years.

The sample-based estimates from the establishment
survey are adjusted once a year (on a lagged basis) to
universe counts of payroll employment obtained from
administrative records of the unemployment insurance
program. The difference between the March sample-based
employment estimates and the March universe counts is
known as a benchmark revision, and serves as a rough proxy
for total survey error. The new benchmarks also incorporate
changes in the classification of industries. Over the past
decade, absolute benchmark revisions for total nonfarm
employment have averaged 0.2 percent, with a range from
-0.7 percent to 0.3 percent.
Other information
Information in this release will be made available to
sensory impaired individuals upon request. Voice phone:
(202) 691-5200; Federal Relay Service: (800) 877-8339.

HOUSEHOLD DATA
Table A-1. Employment status of the civilian population by sex and age
[Numbers in thousands]
Seasonally adjusted1

Not seasonally adjusted
Employment status, sex, and age

July
2020

June
2021

July
2021

July
2020

Mar.
2021

Apr.
2021

May
2021

June
2021

July
2021

TOTAL
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Persons who currently want a job. . . . . . . . . . . . . . . . . .

260,373
161,374
62.0
144,492
55.5
16,882
10.5
98,998
8,003

261,338
162,167
62.1
152,283
58.3
9,883
6.1
99,172
6,869

261,469
162,817
62.3
153,596
58.7
9,221
5.7
98,653
6,818

260,373
160,085
61.5
143,777
55.2
16,308
10.2
100,288
7,680

261,003
160,558
61.5
150,848
57.8
9,710
6.0
100,445
6,850

261,103
160,988
61.7
151,176
57.9
9,812
6.1
100,115
6,647

261,210
160,935
61.6
151,620
58.0
9,316
5.8
100,275
6,600

261,338
161,086
61.6
151,602
58.0
9,484
5.9
100,253
6,428

261,469
161,347
61.7
152,645
58.4
8,702
5.4
100,123
6,517

Men, 16 years and over
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

125,944
85,685
68.0
77,375
61.4
8,310
9.7
40,258

126,434
86,227
68.2
80,994
64.1
5,233
6.1
40,206

126,499
86,723
68.6
81,918
64.8
4,806
5.5
39,776

125,944
84,534
67.1
76,256
60.5
8,278
9.8
41,409

126,266
84,917
67.3
79,681
63.1
5,236
6.2
41,349

126,316
85,410
67.6
80,017
63.3
5,394
6.3
40,905

126,369
85,210
67.4
80,062
63.4
5,148
6.0
41,159

126,434
85,320
67.5
80,176
63.4
5,144
6.0
41,114

126,499
85,507
67.6
80,712
63.8
4,795
5.6
40,992

Men, 20 years and over
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

117,580
82,353
70.0
74,756
63.6
7,597
9.2
35,227

118,125
82,756
70.1
77,978
66.0
4,778
5.8
35,369

118,192
83,075
70.3
78,698
66.6
4,376
5.3
35,118

117,580
81,861
69.6
74,173
63.1
7,688
9.4
35,719

117,949
81,978
69.5
77,194
65.4
4,784
5.8
35,972

118,003
82,333
69.8
77,348
65.5
4,985
6.1
35,670

118,059
82,182
69.6
77,340
65.5
4,842
5.9
35,877

118,125
82,414
69.8
77,545
65.6
4,869
5.9
35,711

118,192
82,526
69.8
78,041
66.0
4,484
5.4
35,667

Women, 16 years and over
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

134,429
75,689
56.3
67,117
49.9
8,572
11.3
58,740

134,905
75,939
56.3
71,289
52.8
4,650
6.1
58,965

134,970
76,093
56.4
71,678
53.1
4,416
5.8
58,877

134,429
75,551
56.2
67,520
50.2
8,030
10.6
58,879

134,737
75,641
56.1
71,167
52.8
4,474
5.9
59,096

134,787
75,577
56.1
71,159
52.8
4,418
5.8
59,210

134,841
75,725
56.2
71,557
53.1
4,168
5.5
59,116

134,905
75,766
56.2
71,426
52.9
4,340
5.7
59,139

134,970
75,840
56.2
71,934
53.3
3,906
5.2
59,130

Women, 20 years and over
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

126,243
72,404
57.4
64,384
51.0
8,020
11.1
53,839

126,770
72,544
57.2
68,353
53.9
4,191
5.8
54,226

126,837
72,547
57.2
68,494
54.0
4,053
5.6
54,290

126,243
72,866
57.7
65,270
51.7
7,596
10.4
53,377

126,594
72,668
57.4
68,513
54.1
4,155
5.7
53,926

126,648
72,503
57.2
68,430
54.0
4,073
5.6
54,145

126,704
72,707
57.4
68,811
54.3
3,895
5.4
53,998

126,770
72,855
57.5
68,817
54.3
4,038
5.5
53,915

126,837
72,883
57.5
69,235
54.6
3,648
5.0
53,954

Both sexes, 16 to 19 years
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

16,550
6,618
40.0
5,353
32.3
1,265
19.1
9,932

16,443
6,867
41.8
5,952
36.2
915
13.3
9,577

16,440
7,195
43.8
6,403
38.9
792
11.0
9,245

16,550
5,358
32.4
4,333
26.2
1,024
19.1
11,192

16,460
5,913
35.9
5,142
31.2
771
13.0
10,547

16,451
6,152
37.4
5,398
32.8
754
12.3
10,300

16,446
6,046
36.8
5,468
33.2
578
9.6
10,400

16,443
5,817
35.4
5,240
31.9
577
9.9
10,626

16,440
5,938
36.1
5,369
32.7
569
9.6
10,502

1
The population figures are not adjusted for seasonal variation; therefore, identical numbers appear in the unadjusted and seasonally adjusted columns.
NOTE: Updated population controls are introduced annually with the release of January data.

HOUSEHOLD DATA
Table A-2. Employment status of the civilian population by race, sex, and age
[Numbers in thousands]
Seasonally adjusted1

Not seasonally adjusted
Employment status, race, sex, and age

WHITE
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Men, 20 years and over
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Women, 20 years and over
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Both sexes, 16 to 19 years
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BLACK OR AFRICAN AMERICAN
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Men, 20 years and over
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Women, 20 years and over
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Both sexes, 16 to 19 years
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

See footnotes at end of table.

July
2020

June
2021

July
2021

July
2020

Mar.
2021

Apr.
2021

May
2021

June
2021

July
2021

201,319
124,664
61.9
112,913
56.1
11,752
9.4
76,655

201,814
124,582
61.7
117,832
58.4
6,750
5.4
77,231

201,888
125,285
62.1
118,974
58.9
6,311
5.0
76,602

201,319
123,748
61.5
112,372
55.8
11,376
9.2
77,571

201,642
123,819
61.4
117,166
58.1
6,653
5.4
77,823

201,687
123,964
61.5
117,358
58.2
6,606
5.3
77,723

201,743
123,897
61.4
117,553
58.3
6,344
5.1
77,845

201,814
123,800
61.3
117,320
58.1
6,480
5.2
78,013

201,888
124,413
61.6
118,428
58.7
5,985
4.8
77,475

64,672
70.1
59,432
64.4
5,240
8.1

64,695
69.9
61,446
66.4
3,250
5.0

65,140
70.3
62,093
67.0
3,048
4.7

64,412
69.8
59,077
64.0
5,335
8.3

64,289
69.5
60,935
65.9
3,353
5.2

64,593
69.8
61,155
66.1
3,439
5.3

64,492
69.7
61,182
66.1
3,311
5.1

64,478
69.6
61,122
66.0
3,357
5.2

64,858
70.0
61,701
66.6
3,157
4.9

54,843
56.6
49,214
50.8
5,629
10.3

54,558
56.1
51,697
53.2
2,860
5.2

54,594
56.2
51,831
53.3
2,763
5.1

55,186
57.0
49,880
51.5
5,306
9.6

54,911
56.6
52,155
53.7
2,756
5.0

54,603
56.2
51,965
53.5
2,638
4.8

54,698
56.3
52,079
53.6
2,618
4.8

54,800
56.4
52,084
53.6
2,716
5.0

54,993
56.6
52,538
54.0
2,455
4.5

5,150
42.4
4,266
35.1
884
17.2

5,329
44.2
4,689
38.9
640
12.0

5,551
46.0
5,050
41.9
501
9.0

4,150
34.2
3,415
28.1
735
17.7

4,619
38.2
4,076
33.7
543
11.8

4,768
39.5
4,238
35.1
530
11.1

4,707
39.0
4,292
35.6
415
8.8

4,522
37.5
4,114
34.1
408
9.0

4,562
37.8
4,189
34.7
373
8.2

33,353
20,321
60.9
17,283
51.8
3,038
15.0
13,031

33,595
20,846
62.1
18,881
56.2
1,966
9.4
12,749

33,619
20,692
61.6
18,883
56.2
1,809
8.7
12,926

33,353
20,065
60.2
17,182
51.5
2,883
14.4
13,288

33,530
20,362
60.7
18,412
54.9
1,951
9.6
13,168

33,551
20,544
61.2
18,546
55.3
1,998
9.7
13,007

33,572
20,439
60.9
18,584
55.4
1,854
9.1
13,133

33,595
20,679
61.6
18,769
55.9
1,910
9.2
12,916

33,619
20,430
60.8
18,757
55.8
1,673
8.2
13,189

9,319
66.3
7,923
56.4
1,396
15.0

9,678
68.2
8,733
61.5
945
9.8

9,503
66.9
8,699
61.2
804
8.5

9,222
65.6
7,838
55.8
1,384
15.0

9,430
66.6
8,501
60.0
928
9.8

9,465
66.8
8,498
59.9
967
10.2

9,460
66.7
8,533
60.1
927
9.8

9,607
67.7
8,648
60.9
958
10.0

9,402
66.2
8,609
60.6
793
8.4

10,136
60.0
8,702
51.6
1,433
14.1

10,335
60.8
9,445
55.5
889
8.6

10,284
60.4
9,426
55.4
858
8.3

10,140
60.1
8,794
52.1
1,346
13.3

10,181
60.0
9,294
54.8
887
8.7

10,315
60.7
9,429
55.5
887
8.6

10,293
60.6
9,448
55.6
844
8.2

10,358
60.9
9,473
55.7
886
8.5

10,293
60.5
9,511
55.9
782
7.6

866
35.9
657
27.2
209
24.2

833
34.9
702
29.4
131
15.7

905
37.9
758
31.8
147
16.3

703
29.1
550
22.8
153
21.8

752
31.4
616
25.7
136
18.1

764
32.0
620
25.9
144
18.9

686
28.7
603
25.2
83
12.1

714
29.9
648
27.1
67
9.3

735
30.8
637
26.7
98
13.3

HOUSEHOLD DATA
Table A-2. Employment status of the civilian population by race, sex, and age — Continued
[Numbers in thousands]
Seasonally adjusted1

Not seasonally adjusted
Employment status, race, sex, and age
ASIAN
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

July
2020
16,420
10,481
63.8
9,207
56.1
1,274
12.2
5,939

June
2021
16,428
10,465
63.7
9,851
60.0
613
5.9
5,964

July
2021
16,514
10,703
64.8
10,118
61.3
585
5.5
5,811

July
2020
16,420
10,470
63.8
9,220
56.2
1,250
11.9
5,950

Mar.
2021
16,532
10,422
63.0
9,799
59.3
623
6.0
6,110

Apr.
2021
16,532
10,375
62.8
9,786
59.2
589
5.7
6,157

May
2021
16,529
10,471
63.4
9,890
59.8
581
5.5
6,057

June
2021
16,428
10,387
63.2
9,789
59.6
598
5.8
6,042

1
The population figures are not adjusted for seasonal variation; therefore, identical numbers appear in the unadjusted and seasonally adjusted columns.
NOTE: Estimates for the above race groups will not sum to totals shown in table A-1 because data are not presented for all races. Updated population controls are
introduced annually with the release of January data.

July
2021
16,514
10,654
64.5
10,094
61.1
559
5.3
5,861

HOUSEHOLD DATA
Table A-3. Employment status of the Hispanic or Latino population by sex and age
[Numbers in thousands]
Seasonally adjusted1

Not seasonally adjusted
Employment status, sex, and age

HISPANIC OR LATINO ETHNICITY
Civilian noninstitutional population. . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio.............. .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Men, 20 years and over
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio.............. .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . .
Women, 20 years and over
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio.............. .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . .
Both sexes, 16 to 19 years
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio.............. .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . .
1

July
2020

June
2021

July
2021

July
2020

Mar.
2021

Apr.
2021

May
2021

June
2021

July
2021

44,212
28,737
65.0
24,998
56.5
3,739
13.0
15,475

44,857
29,442
65.6
27,280
60.8
2,162
7.3
15,415

44,927
29,607
65.9
27,652
61.5
1,955
6.6
15,320

44,212
28,586
64.7
24,942
56.4
3,644
12.7
15,626

44,651
29,273
65.6
26,975
60.4
2,298
7.9
15,378

44,719
29,199
65.3
26,889
60.1
2,310
7.9
15,520

44,786
29,243
65.3
27,110
60.5
2,133
7.3
15,543

44,857
29,367
65.5
27,183
60.6
2,184
7.4
15,490

44,927
29,529
65.7
27,576
61.4
1,953
6.6
15,398

15,538
77.8
13,832
69.3
1,706
11.0

16,034
79.1
15,060
74.3
974
6.1

16,209
79.8
15,316
75.4
893
5.5

15,488
77.6
13,755
68.9
1,733
11.2

16,007
79.3
14,804
73.4
1,203
7.5

16,086
79.6
14,882
73.6
1,204
7.5

16,079
79.5
15,006
74.1
1,073
6.7

16,068
79.3
15,005
74.0
1,063
6.6

16,228
79.9
15,225
75.0
1,003
6.2

11,825
58.5
10,124
50.0
1,701
14.4

12,067
58.7
11,099
54.0
968
8.0

11,939
58.0
11,087
53.9
851
7.1

11,904
58.8
10,248
50.7
1,656
13.9

11,909
58.3
11,035
54.0
874
7.3

11,790
57.6
10,909
53.3
881
7.5

11,928
58.2
11,043
53.8
884
7.4

12,071
58.8
11,111
54.1
959
7.9

12,020
58.4
11,209
54.5
811
6.7

1,374
34.2
1,042
25.9
332
24.2

1,341
33.2
1,121
27.7
220
16.4

1,459
36.0
1,248
30.8
211
14.5

1,194
29.7
939
23.4
255
21.4

1,356
33.6
1,135
28.2
221
16.3

1,323
32.8
1,098
27.2
225
17.0

1,236
30.6
1,061
26.3
175
14.2

1,228
30.4
1,066
26.4
162
13.2

1,280
31.6
1,142
28.2
138
10.8

The population figures are not adjusted for seasonal variation; therefore, identical numbers appear in the unadjusted and seasonally adjusted
columns.
NOTE: Persons whose ethnicity is identified as Hispanic or Latino may be of any race. Updated population controls are introduced annually with the
release of January data.

HOUSEHOLD DATA
Table A-4. Employment status of the civilian population 25 years and over by educational attainment
[Numbers in thousands]
Not seasonally adjusted
Educational attainment

July
2020

June
2021

July
2021

Seasonally adjusted
July
2020

Mar.
2021

Apr.
2021

May
2021

June
2021

July
2021

Less than a high school diploma
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . .

8,093
44.0
6,884
37.4
1,209
14.9

9,286
44.8
8,404
40.5
882
9.5

9,046
45.7
8,214
41.5
832
9.2

8,290
45.1
7,035
38.3
1,256
15.1

8,936
44.4
8,204
40.8
731
8.2

9,020
44.2
8,185
40.1
835
9.3

8,790
42.8
7,993
38.9
797
9.1

9,142
44.1
8,210
39.6
932
10.2

9,254
46.7
8,377
42.3
877
9.5

High school graduates, no college1
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . .

33,934
55.4
30,274
49.4
3,660
10.8

34,644
55.4
32,306
51.7
2,338
6.7

34,895
55.2
32,721
51.7
2,175
6.2

34,099
55.6
30,416
49.6
3,683
10.8

34,278
54.8
31,984
51.1
2,295
6.7

34,704
55.3
32,307
51.5
2,397
6.9

34,930
55.5
32,543
51.7
2,388
6.8

34,972
55.9
32,517
52.0
2,455
7.0

34,947
55.3
32,735
51.8
2,211
6.3

Some college or associate degree
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . .

36,459
63.4
32,755
57.0
3,704
10.2

36,103
63.1
34,000
59.4
2,103
5.8

35,827
62.9
33,955
59.6
1,872
5.2

36,600
63.7
32,978
57.4
3,622
9.9

35,771
63.3
33,677
59.6
2,094
5.9

35,485
63.0
33,422
59.3
2,063
5.8

35,917
63.4
33,808
59.7
2,108
5.9

36,079
63.1
33,970
59.4
2,109
5.8

35,896
63.0
34,111
59.9
1,785
5.0

Bachelor’s degree and higher2
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . .

61,410
71.6
57,072
66.6
4,338
7.1

60,014
71.8
57,872
69.2
2,142
3.6

60,526
71.9
58,438
69.4
2,089
3.5

61,810
72.1
57,671
67.3
4,139
6.7

60,835
72.0
58,612
69.4
2,224
3.7

60,804
72.2
58,662
69.6
2,142
3.5

60,727
72.5
58,802
70.2
1,925
3.2

60,483
72.3
58,392
69.8
2,091
3.5

60,927
72.4
59,027
70.1
1,900
3.1

1

Includes persons with a high school diploma or equivalent.
Includes persons with bachelor’s, master’s, professional, and doctoral degrees.
NOTE: Detail for the seasonally adjusted data shown in this table will not necessarily add to totals for those 25 years and over because of the
independent seasonal adjustment of the various series. Updated population controls are introduced annually with the release of January data.

2

HOUSEHOLD DATA
Table A-5. Employment status of the civilian population 18 years and over by veteran status, period of service,
and sex, not seasonally adjusted
[Numbers in thousands]
Total
Employment status, veteran status, and period of service

July
2020

Men
July
2021

July
2020

Women
July
2021

July
2020

July
2021

VETERANS, 18 years and over
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

18,450
8,853
48.0
8,153
44.2
699
7.9
9,597

18,793
8,991
47.8
8,635
45.9
356
4.0
9,802

16,546
7,838
47.4
7,247
43.8
591
7.5
8,708

16,778
7,886
47.0
7,562
45.1
324
4.1
8,892

1,904
1,015
53.3
906
47.6
108
10.7
889

2,015
1,105
54.8
1,073
53.2
32
2.9
910

Gulf War-era II veterans
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

4,572
3,600
78.7
3,304
72.3
296
8.2
972

4,816
3,792
78.7
3,637
75.5
155
4.1
1,024

3,806
3,132
82.3
2,873
75.5
259
8.3
674

3,979
3,219
80.9
3,080
77.4
138
4.3
761

765
468
61.1
431
56.2
37
7.9
298

836
573
68.5
557
66.6
16
2.9
263

Gulf War-era I veterans
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

2,993
2,257
75.4
2,099
70.1
158
7.0
736

3,175
2,329
73.3
2,255
71.0
74
3.2
846

2,495
1,924
77.1
1,810
72.5
114
5.9
571

2,672
2,014
75.4
1,950
73.0
65
3.2
657

499
333
66.8
289
58.0
44
13.2
166

504
315
62.5
305
60.6
10
3.0
189

World War II, Korean War, and Vietnam-era veterans
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

6,809
1,189
17.5
1,091
16.0
98
8.3
5,620

6,674
1,054
15.8
992
14.9
62
5.9
5,620

6,571
1,159
17.6
1,074
16.3
85
7.4
5,412

6,415
999
15.6
938
14.6
62
6.2
5,416

238
31
12.8
18
7.4
13
–
207

259
54
20.9
54
20.9
0
–
205

Veterans of other service periods
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

4,076
1,807
44.3
1,660
40.7
147
8.1
2,269

4,128
1,817
44.0
1,752
42.4
65
3.6
2,311

3,674
1,623
44.2
1,490
40.6
133
8.2
2,051

3,712
1,654
44.6
1,595
43.0
59
3.6
2,058

402
184
45.7
169
42.1
14
7.9
218

416
163
39.3
157
37.8
6
3.9
253

NONVETERANS, 18 years and over
Civilian noninstitutional population. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployed. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployment rate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not in labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

233,036
149,881
64.3
134,215
57.6
15,667
10.5
83,154

234,219
151,066
64.5
142,554
60.9
8,512
5.6
83,153

104,921
76,557
73.0
69,143
65.9
7,414
9.7
28,364

105,435
77,486
73.5
73,184
69.4
4,303
5.6
27,949

128,115
73,325
57.2
65,072
50.8
8,252
11.3
54,790

128,784
73,580
57.1
69,370
53.9
4,210
5.7
55,204

NOTE: Veterans served on active duty in the U.S. Armed Forces and were not on active duty at the time of the survey. Nonveterans never served on active duty in the
U.S. Armed Forces. Veterans could have served anywhere in the world during these periods of service: Gulf War era II (September 2001-present), Gulf War era I (August
1990-August 2001), Vietnam era (August 1964-April 1975), Korean War (July 1950-January 1955), World War II (December 1941-December 1946), and other service
periods (all other time periods). Veterans who served in more than one wartime period are classified only in the most recent one. Veterans who served during one of the
selected wartime periods and another period are classified only in the wartime period. Dash indicates no data or data that do not meet publication criteria (values not
shown where base is less than 75,000). Updated population controls introduced with the release of January 2021 data.

HOUSEHOLD DATA
Table A-6. Employment status of the civilian population by sex, age, and disability status, not seasonally
adjusted
[Numbers in thousands]
Persons with a disability
Employment status, sex, and age

July
2020

July
2021

Persons with no disability
July
2020

July
2021

TOTAL, 16 years and over
Civilian noninstitutional population..................................................... .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate.................................................................... .
Employed............................................................................ .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployed......................................................................... .
Unemployment rate.............................................................. .
Not in labor force...................................................................... .

28,980
5,862
20.2
5,025
17.3
837
14.3
23,118

31,650
6,743
21.3
5,925
18.7
819
12.1
24,907

231,392
155,512
67.2
139,467
60.3
16,045
10.3
75,880

229,819
156,074
67.9
147,671
64.3
8,403
5.4
73,745

Men, 16 to 64 years
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate.................................................................... .
Employed............................................................................ .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployed......................................................................... .
Unemployment rate.............................................................. .
Not in labor force...................................................................... .

2,589
35.5
2,256
31.0
334
12.9
4,698

2,928
37.5
2,587
33.1
342
11.7
4,890

77,256
82.1
69,751
74.1
7,505
9.7
16,822

77,987
83.5
73,816
79.1
4,171
5.3
15,388

Women, 16 to 64 years
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate.................................................................... .
Employed............................................................................ .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployed......................................................................... .
Unemployment rate.............................................................. .
Not in labor force...................................................................... .

2,180
30.4
1,807
25.2
372
17.1
4,985

2,692
33.0
2,325
28.5
367
13.6
5,461

68,841
70.8
61,163
62.9
7,678
11.2
28,374

68,907
71.8
65,107
67.9
3,799
5.5
27,023

Both sexes, 65 years and over
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate.................................................................... .
Employed............................................................................ .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployed......................................................................... .
Unemployment rate.............................................................. .
Not in labor force...................................................................... .

1,093
7.5
962
6.6
131
12.0
13,435

1,123
7.2
1,013
6.5
110
9.8
14,555

9,415
23.5
8,553
21.3
863
9.2
30,684

9,180
22.7
8,748
21.6
433
4.7
31,335

NOTE: A person with a disability has at least one of the following conditions: is deaf or has serious difficulty hearing; is blind or has serious difficulty
seeing even when wearing glasses; has serious difficulty concentrating, remembering, or making decisions because of a physical, mental, or
emotional condition; has serious difficulty walking or climbing stairs; has difficulty dressing or bathing; or has difficulty doing errands alone such as
visiting a doctor’s office or shopping because of a physical, mental, or emotional condition. Updated population controls are introduced annually with
the release of January data.

HOUSEHOLD DATA
Table A-7. Employment status of the civilian population by nativity and sex, not seasonally adjusted
[Numbers in thousands]
Total
Employment status and nativity

July
2020

Men
July
2021

July
2020

Women
July
2021

July
2020

July
2021

Foreign born, 16 years and over
Civilian noninstitutional population.................................. .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate................................................. .
Employed......................................................... .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployed...................................................... .
Unemployment rate........................................... .
Not in labor force................................................... .

42,079
27,349
65.0
23,946
56.9
3,404
12.4
14,730

42,818
27,712
64.7
26,216
61.2
1,496
5.4
15,106

20,322
15,532
76.4
13,867
68.2
1,666
10.7
4,789

20,769
15,885
76.5
15,053
72.5
831
5.2
4,884

21,757
11,817
54.3
10,079
46.3
1,738
14.7
9,940

22,049
11,827
53.6
11,163
50.6
665
5.6
10,222

Native born, 16 years and over
Civilian noninstitutional population.................................. .
Civilian labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Participation rate................................................. .
Employed......................................................... .
Employment-population ratio. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Unemployed...................................................... .
Unemployment rate........................................... .
Not in labor force................................................... .

218,294
134,025
61.4
120,546
55.2
13,479
10.1
84,269

218,651
135,105
61.8
127,380
58.3
7,725
5.7
83,546

105,622
70,153
66.4
63,508
60.1
6,644
9.5
35,469

105,730
70,839
67.0
66,865
63.2
3,974
5.6
34,891

112,672
63,872
56.7
57,038
50.6
6,834
10.7
48,799

112,921
64,266
56.9
60,515
53.6
3,751
5.8
48,655

NOTE: The foreign born are those residing in the United States who were not U.S. citizens at birth. That is, they were born outside the United States
or one of its outlying areas such as Puerto Rico or Guam, to parents neither of whom was a U.S. citizen. The native born are persons who were born
in the United States or one of its outlying areas such as Puerto Rico or Guam or who were born abroad of at least one parent who was a U.S. citizen.
Updated population controls are introduced annually with the release of January data.

HOUSEHOLD DATA
Table A-8. Employed persons by class of worker and part-time status
[In thousands]
Not seasonally adjusted
Category

CLASS OF WORKER
Agriculture and related industries. . . . . . . . . . . . . . . . .
Wage and salary workers1. . . . . . . . . . . . . . . . . . . . . .
Self-employed workers, unincorporated. . . . . . .
Unpaid family workers. . . . . . . . . . . . . . . . . . . . . . . . . . .
Nonagricultural industries. . . . . . . . . . . . . . . . . . . . . . . . . .
Wage and salary workers1. . . . . . . . . . . . . . . . . . . . . .
Government.................................... .
Private industries.............................. .
Private households. . . . . . . . . . . . . . . . . . . . . . . . . .
Other industries............................. .
Self-employed workers, unincorporated. . . . . . .
Unpaid family workers. . . . . . . . . . . . . . . . . . . . . . . . . . .
PERSONS AT WORK PART TIME2
All industries
Part time for economic reasons3. . . . . . . . . . . . . . . . . .
Slack work or business conditions. . . . . . . . . . . . .
Could only find part-time work. . . . . . . . . . . . . . . . . .
Part time for noneconomic reasons4. . . . . . . . . . . . . .
Nonagricultural industries
Part time for economic reasons3. . . . . . . . . . . . . . . . . .
Slack work or business conditions. . . . . . . . . . . . .
Could only find part-time work. . . . . . . . . . . . . . . . . .
Part time for noneconomic reasons4. . . . . . . . . . . . . .
1

Seasonally adjusted

July
2020

June
2021

July
2021

July
2020

Mar.
2021

Apr.
2021

May
2021

June
2021

July
2021

2,271
1,518
714
39
142,221
133,575
19,614
113,961
708
113,253
8,564
82

2,399
1,637
730
31
149,885
140,511
20,280
120,230
654
119,576
9,303
71

2,401
1,636
740
24
151,195
141,412
19,923
121,489
679
120,810
9,716
67

2,158
1,470
682
–
141,455
132,763
20,479
112,420
–
111,741
8,462
–

2,228
1,518
635
–
148,598
139,382
20,644
118,616
–
117,896
9,241
–

2,292
1,527
688
–
148,942
139,825
20,410
119,548
–
118,995
8,962
–

2,293
1,534
737
–
149,397
139,799
20,454
119,449
–
118,901
9,265
–

2,318
1,604
692
–
149,329
139,873
20,578
119,460
–
118,948
9,146
–

2,305
1,584
708
–
150,481
140,487
20,761
119,955
–
119,334
9,571
–

8,572
7,280
1,034
16,384

4,837
3,513
1,051
19,453

4,605
2,997
1,149
18,660

8,400
7,228
1,016
17,773

5,826
4,629
984
19,102

5,243
3,997
974
19,057

5,271
4,069
966
19,160

4,627
3,430
1,007
20,337

4,483
2,965
1,116
20,087

8,521
7,239
1,026
15,998

4,776
3,474
1,037
19,113

4,526
2,953
1,127
18,310

8,336
7,177
1,013
17,383

5,804
4,592
982
18,726

5,178
3,949
970
18,713

5,231
4,039
963
18,774

4,544
3,381
996
19,982

4,351
2,908
1,099
19,736

Includes self-employed workers whose businesses are incorporated.
Refers to those who worked 1 to 34 hours during the survey reference week and excludes employed persons who were absent from their jobs for
the entire week.
3
Refers to those who worked 1 to 34 hours during the reference week for an economic reason such as slack work or unfavorable business
conditions, inability to find full-time work, or seasonal declines in demand.
4
Refers to persons who usually work part time for noneconomic reasons such as childcare problems, family or personal obligations, school or
training, retirement or Social Security limits on earnings, and other reasons. This excludes persons who usually work full time but worked only 1 to
34 hours during the reference week for reasons such as vacations, holidays, illness, and bad weather.
- Data not available.
NOTE: Detail for the seasonally adjusted data shown in this table will not necessarily add to totals because of the independent seasonal adjustment
of the various series. Updated population controls are introduced annually with the release of January data.
2

HOUSEHOLD DATA
Table A-9. Selected employment indicators
[Numbers in thousands]
Not seasonally adjusted
Characteristic

Seasonally adjusted

July
2020

June
2021

July
2021

July
2020

Mar.
2021

Apr.
2021

May
2021

June
2021

July
2021

AGE AND SEX
Total, 16 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16 to 19 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16 to 17 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18 to 19 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
20 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
20 to 24 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 to 54 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 to 34 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
35 to 44 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
45 to 54 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
55 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

144,492
5,353
2,124
3,229
139,139
12,154
126,985
92,504
31,962
31,215
29,327
34,481

152,283
5,952
2,197
3,755
146,331
13,749
132,582
97,028
34,196
32,528
30,305
35,554

153,596
6,403
2,407
3,996
147,193
13,865
133,327
97,586
34,421
32,740
30,426
35,741

143,777
4,333
1,687
2,621
139,443
11,643
127,880
93,158
32,168
31,429
29,561
34,722

150,848
5,142
1,923
3,256
145,706
13,150
132,492
96,856
34,099
32,406
30,351
35,636

151,176
5,398
2,057
3,337
145,778
13,118
132,540
96,952
34,319
32,407
30,226
35,588

151,620
5,468
2,080
3,380
146,151
13,157
132,898
97,172
34,406
32,491
30,275
35,726

151,602
5,240
1,952
3,287
146,362
13,399
133,068
97,331
34,284
32,612
30,436
35,737

152,645
5,369
1,971
3,378
147,277
13,342
134,135
98,131
34,589
32,923
30,620
36,003

Men, 16 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16 to 19 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16 to 17 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18 to 19 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
20 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
20 to 24 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 to 54 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 to 34 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
35 to 44 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
45 to 54 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
55 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

77,375
2,619
985
1,634
74,756
6,347
68,409
49,744
17,062
16,911
15,771
18,665

80,994
3,016
1,107
1,909
77,978
6,956
71,022
51,861
18,162
17,664
16,035
19,161

81,918
3,220
1,172
2,047
78,698
7,074
71,624
52,327
18,507
17,750
16,069
19,297

76,256
2,083
752
1,313
74,173
5,975
68,333
49,698
17,054
16,882
15,762
18,634

79,681
2,488
879
1,632
77,194
6,711
70,499
51,542
18,229
17,468
15,845
18,957

80,017
2,669
970
1,680
77,348
6,770
70,562
51,616
18,339
17,477
15,801
18,946

80,062
2,722
1,013
1,707
77,340
6,719
70,798
51,664
18,352
17,525
15,787
19,134

80,176
2,631
942
1,679
77,545
6,737
70,955
51,804
18,167
17,616
16,021
19,150

80,712
2,670
944
1,720
78,041
6,713
71,479
52,220
18,472
17,707
16,041
19,259

Women, 16 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16 to 19 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16 to 17 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18 to 19 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
20 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
20 to 24 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 to 54 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 to 34 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
35 to 44 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
45 to 54 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
55 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

67,117
2,734
1,139
1,595
64,384
5,807
58,577
42,761
14,900
14,304
13,557
15,816

71,289
2,936
1,091
1,845
68,353
6,793
61,560
45,167
16,034
14,864
14,269
16,393

71,678
3,183
1,235
1,949
68,494
6,791
61,703
45,259
15,913
14,990
14,356
16,444

67,520
2,250
935
1,308
65,270
5,668
59,548
43,460
15,114
14,547
13,799
16,088

71,167
2,654
1,044
1,624
68,513
6,440
61,993
45,314
15,870
14,938
14,506
16,679

71,159
2,729
1,087
1,656
68,430
6,348
61,978
45,336
15,980
14,930
14,425
16,642

71,557
2,746
1,067
1,673
68,811
6,438
62,100
45,508
16,054
14,966
14,488
16,592

71,426
2,609
1,010
1,608
68,817
6,662
62,113
45,527
16,117
14,995
14,415
16,587

71,934
2,698
1,027
1,658
69,235
6,629
62,655
45,911
16,116
15,216
14,579
16,744

MARITAL STATUS
Married men, spouse present1. . . . . . . . . . . . . . . . . . . . . . . . . .
Married women, spouse present1. . . . . . . . . . . . . . . . . . . . . . .
Women who maintain families2. . . . . . . . . . . . . . . . . . . . . . . . .

43,615
33,934
8,602

43,533
34,400
9,635

43,622
34,394
9,520

43,817
34,775
–

43,695
34,910
–

43,805
35,013
–

43,647
34,950
–

43,533
34,891
–

43,823
35,208
–

FULL- OR PART-TIME STATUS
Full-time workers3. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Part-time workers4. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

121,198
23,294

127,156
25,127

128,863
24,732

119,962
23,941

125,803
25,078

126,161
25,024

126,384
25,202

126,201
25,610

127,466
25,360

MULTIPLE JOBHOLDERS
Total multiple jobholders. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Percent of total employed. . . . . . . . . . . . . . . . . . . . . . . . . . . . .

6,569
4.5

6,987
4.6

7,013
4.6

6,597
4.6

6,817
4.5

6,916
4.6

7,269
4.8

7,109
4.7

7,026
4.6

SELF-EMPLOYMENT
Self-employed workers, incorporated. . . . . . . . . . . . . . . . . . .
Self-employed workers, unincorporated. . . . . . . . . . . . . . . . .

6,279
9,278

6,210
10,033

6,144
10,456

–
9,143

–
9,876

–
9,651

–
10,002

–
9,837

–
10,279

1

Beginning with data for January 2020, refers to persons in both opposite-sex and same-sex married couples. Prior to January 2020, referred to persons in opposite-sex
married couples only.
2
Beginning with data for January 2020, refers to female householders residing with one or more family members, but not a spouse of either sex. Prior to January 2020,
referred to female householders residing with one or more family members, but not an opposite-sex spouse.
3
Employed full-time workers are persons who usually work 35 hours or more per week.
4
Employed part-time workers are persons who usually work less than 35 hours per week.
- Data not available.
NOTE: Detail for the seasonally adjusted data shown in this table will not necessarily add to totals because of the independent seasonal adjustment of the various series.
Updated population controls are introduced annually with the release of January data.

HOUSEHOLD DATA
Table A-10. Selected unemployment indicators, seasonally adjusted
Characteristic

Number of
unemployed persons
(in thousands)

Unemployment rates

July
2020

June
2021

July
2021

July
2020

Mar.
2021

Apr.
2021

May
2021

June
2021

July
2021

AGE AND SEX
Total, 16 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . .
16 to 19 years.................................... .
16 to 17 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18 to 19 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
20 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
20 to 24 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 years and over............................. .
25 to 54 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 to 34 years............................ .
35 to 44 years............................ .
45 to 54 years............................ .
55 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . .

16,308
1,024
363
655
15,284
2,572
12,667
9,319
4,097
2,738
2,484
3,319

9,484
577
208
367
8,907
1,339
7,525
5,662
2,370
1,816
1,476
1,853

8,702
569
211
352
8,132
1,331
6,768
5,077
2,252
1,610
1,215
1,649

10.2
19.1
17.7
20.0
9.9
18.1
9.0
9.1
11.3
8.0
7.8
8.7

6.0
13.0
12.6
13.3
5.8
10.3
5.3
5.5
6.7
5.1
4.5
4.5

6.1
12.3
11.3
13.0
5.8
10.5
5.3
5.5
6.4
4.9
4.9
5.0

5.8
9.6
8.9
9.5
5.6
10.1
5.1
5.2
5.8
5.0
4.8
4.9

5.9
9.9
9.6
10.1
5.7
9.1
5.4
5.5
6.5
5.3
4.6
4.9

5.4
9.6
9.7
9.4
5.2
9.1
4.8
4.9
6.1
4.7
3.8
4.4

Men, 16 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . .
16 to 19 years.................................... .
16 to 17 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18 to 19 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
20 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
20 to 24 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 years and over............................. .
25 to 54 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 to 34 years............................ .
35 to 44 years............................ .
45 to 54 years............................ .
55 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . .

8,278
590
225
356
7,688
1,267
6,380
4,791
2,240
1,418
1,132
1,589

5,144
275
111
162
4,869
769
4,069
3,095
1,372
937
786
974

4,795
311
106
201
4,484
778
3,661
2,778
1,231
867
680
883

9.8
22.1
23.0
21.3
9.4
17.5
8.5
8.8
11.6
7.8
6.7
7.9

6.2
15.4
14.0
16.1
5.8
10.9
5.2
5.5
6.7
5.1
4.5
4.5

6.3
13.3
11.5
14.1
6.1
11.5
5.5
5.5
6.7
4.6
5.2
5.2

6.0
10.1
8.0
11.2
5.9
10.9
5.3
5.5
6.2
5.2
5.0
4.6

6.0
9.5
10.5
8.8
5.9
10.2
5.4
5.6
7.0
5.0
4.7
4.8

5.6
10.4
10.1
10.5
5.4
10.4
4.9
5.1
6.2
4.7
4.1
4.4

Women, 16 years and over. . . . . . . . . . . . . . . . . . . . . . . .
16 to 19 years.................................... .
16 to 17 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18 to 19 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
20 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
20 to 24 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 years and over............................. .
25 to 54 years. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
25 to 34 years............................ .
35 to 44 years............................ .
45 to 54 years............................ .
55 years and over. . . . . . . . . . . . . . . . . . . . . . . . . . .

8,030
434
138
298
7,596
1,304
6,287
4,529
1,857
1,320
1,352
1,712

4,340
302
98
205
4,038
570
3,456
2,567
998
879
690
874

3,906
258
105
151
3,648
553
3,107
2,300
1,021
743
535
749

10.6
16.2
12.8
18.6
10.4
18.7
9.5
9.4
10.9
8.3
8.9
9.6

5.9
10.7
11.5
10.3
5.7
9.5
5.3
5.5
6.8
5.2
4.5
4.6

5.8
11.2
11.1
11.8
5.6
9.3
5.2
5.4
6.2
5.3
4.5
4.9

5.5
9.0
9.7
7.7
5.4
9.2
4.9
4.9
5.4
4.7
4.5
5.0

5.7
10.4
8.8
11.3
5.5
7.9
5.3
5.3
5.8
5.5
4.6
5.0

5.2
8.7
9.3
8.3
5.0
7.7
4.7
4.8
6.0
4.7
3.5
4.3

MARITAL STATUS
Married men, spouse present1. . . . . . . . . . . . . . . . . . . .
Married women, spouse present1. . . . . . . . . . . . . . . . .
Women who maintain families2. . . . . . . . . . . . . . . . . . . .

2,870
3,279
1,216

1,705
1,339
848

1,547
1,197
886

6.1
8.6
12.4

3.2
3.8
8.0

3.8
3.8
7.3

3.5
3.7
6.6

3.8
3.7
8.1

3.4
3.3
8.5

FULL- OR PART-TIME STATUS
Full-time workers3. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Part-time workers4. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

12,880
3,436

8,025
1,464

7,367
1,343

9.7
12.6

6.1
5.8

6.1
5.7

5.8
5.1

6.0
5.4

5.5
5.0

1

Beginning with data for January 2020, refers to persons in both opposite-sex and same-sex married couples. Prior to January 2020, referred to
persons in opposite-sex married couples only.
2
Data are not seasonally adjusted. Beginning with data for January 2020, refers to female householders residing with one or more family members,
but not a spouse of either sex. Prior to January 2020, referred to female householders residing with one or more family members, but not an
opposite-sex spouse.
3
Full-time workers are unemployed persons who have expressed a desire to work full time (35 hours or more per week) or are on layoff from full-time
jobs.
4
Part-time workers are unemployed persons who have expressed a desire to work part time (less than 35 hours per week) or are on layoff from
part-time jobs.
NOTE: Detail for the seasonally adjusted data shown in this table will not necessarily add to totals because of the independent seasonal adjustment
of the various series. Updated population controls are introduced annually with the release of January data.

HOUSEHOLD DATA
Table A-11. Unemployed persons by reason for unemployment
[Numbers in thousands]
Not seasonally adjusted
Reason

July
2020

June
2021

Seasonally adjusted

July
2021

July
2020

Mar.
2021

Apr.
2021

May
2021

June
2021

July
2021

NUMBER OF UNEMPLOYED
Job losers and persons who completed
temporary jobs. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
On temporary layoff. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not on temporary layoff. . . . . . . . . . . . . . . . . . . . . . . . . .
Permanent job losers. . . . . . . . . . . . . . . . . . . . . . . . . .
Persons who completed temporary jobs. . . .
Job leavers. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Reentrants........................................... .
New entrants........................................ .

13,079
9,444
3,635
2,862
773
614
2,448
741

5,706
1,796
3,910
3,159
751
919
2,499
760

5,135
1,455
3,680
2,927
753
967
2,447
672

12,891
9,230
3,662
2,843
818
579
2,315
513

6,226
2,026
4,200
3,432
768
777
2,253
497

6,387
2,114
4,273
3,529
744
824
2,072
625

5,841
1,823
4,019
3,234
785
778
2,149
525

5,787
1,811
3,976
3,187
789
942
2,298
494

4,960
1,239
3,721
2,930
791
930
2,287
463

PERCENT DISTRIBUTION
Job losers and persons who completed
temporary jobs. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
On temporary layoff. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Not on temporary layoff. . . . . . . . . . . . . . . . . . . . . . . . . .
Job leavers. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Reentrants........................................... .
New entrants........................................ .

77.5
55.9
21.5
3.6
14.5
4.4

57.7
18.2
39.6
9.3
25.3
7.7

55.7
15.8
39.9
10.5
26.5
7.3

79.1
56.6
22.5
3.6
14.2
3.1

63.8
20.8
43.1
8.0
23.1
5.1

64.5
21.3
43.1
8.3
20.9
6.3

62.9
19.6
43.2
8.4
23.1
5.7

60.8
19.0
41.8
9.9
24.1
5.2

57.4
14.3
43.1
10.8
26.5
5.4

UNEMPLOYED AS A PERCENT OF THE
CIVILIAN LABOR FORCE
Job losers and persons who completed
temporary jobs. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Job leavers. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Reentrants........................................... .
New entrants........................................ .

8.1
0.4
1.5
0.5

3.5
0.6
1.5
0.5

3.2
0.6
1.5
0.4

8.1
0.4
1.4
0.3

3.9
0.5
1.4
0.3

4.0
0.5
1.3
0.4

3.6
0.5
1.3
0.3

3.6
0.6
1.4
0.3

3.1
0.6
1.4
0.3

NOTE: Detail for the seasonally adjusted data shown in this table will not necessarily add to total unemployed in table A-1 because of the
independent seasonal adjustment of the various series. Updated population controls are introduced annually with the release of January data.

HOUSEHOLD DATA
Table A-12. Unemployed persons by duration of unemployment
[Numbers in thousands]
Not seasonally adjusted
Duration

July
2020

June
2021

July
2021

Seasonally adjusted
July
2020

Mar.
2021

Apr.
2021

May
2021

June
2021

July
2021

NUMBER OF UNEMPLOYED
Less than 5 weeks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5 to 14 weeks....................................... .
15 weeks and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
15 to 26 weeks................................... .
27 weeks and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

3,430
5,556
7,896
6,328
1,569

2,709
1,980
5,195
1,276
3,918

2,534
2,165
4,522
1,019
3,503

3,188
5,175
7,971
6,488
1,483

2,177
1,941
5,609
1,391
4,218

2,414
1,939
5,386
1,203
4,183

2,023
2,126
5,013
1,262
3,752

1,981
2,166
5,314
1,329
3,985

2,257
1,861
4,599
1,174
3,425

Average (mean) duration, in weeks. . . . . . . . . . . . . . .
Median duration, in weeks. . . . . . . . . . . . . . . . . . . . . . . . .

16.1
13.7

29.8
17.6

28.3
13.9

17.3
15.1

29.7
19.7

28.8
19.8

29.9
19.3

31.6
19.8

29.5
15.2

PERCENT DISTRIBUTION
Less than 5 weeks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5 to 14 weeks....................................... .
15 weeks and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
15 to 26 weeks................................... .
27 weeks and over. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

20.3
32.9
46.8
37.5
9.3

27.4
20.0
52.6
12.9
39.6

27.5
23.5
49.0
11.1
38.0

19.5
31.7
48.8
39.7
9.1

22.4
20.0
57.7
14.3
43.4

24.8
19.9
55.3
12.4
43.0

22.1
23.2
54.7
13.8
40.9

20.9
22.9
56.2
14.0
42.1

25.9
21.3
52.8
13.5
39.3

NOTE: Detail for the seasonally adjusted data shown in this table will not necessarily add to total unemployed in table A-1 because of the
independent seasonal adjustment of the various series. Updated population controls are introduced annually with the release of January data.

HOUSEHOLD DATA
Table A-13. Employed and unemployed persons by occupation, not seasonally adjusted
[Numbers in thousands]
Employed
Occupation

Total, 16 years and over1............................................ .
Management, professional, and related occupations. . . . . . . . . . .
Management, business, and financial operations
occupations.................................................... .
Professional and related occupations......................... .
Service occupations. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Sales and office occupations. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Sales and related occupations................................. .
Office and administrative support occupations. . . . . . . . . . . . . . .
Natural resources, construction, and maintenance
occupations....................................................... .
Farming, fishing, and forestry occupations. . . . . . . . . . . . . . . . . . . .
Construction and extraction occupations. . . . . . . . . . . . . . . . . . . . . .
Installation, maintenance, and repair occupations. . . . . . . . . . .
Production, transportation, and material moving
occupations....................................................... .
Production occupations. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Transportation and material moving occupations. . . . . . . . . . . .
1

Unemployment
rates

Unemployed

July
2020

July
2021

July
2020

July
2021

July
2020

July
2021

144,492
62,494

153,596
64,179

16,882
4,400

9,221
2,203

10.5
6.6

5.7
3.3

26,928
35,566
21,929
29,472
14,234
15,238

28,000
36,180
25,695
29,527
14,378
15,149

1,460
2,940
4,249
3,384
1,734
1,650

753
1,450
2,053
1,748
916
832

5.1
7.6
16.2
10.3
10.9
9.8

2.6
3.9
7.4
5.6
6.0
5.2

13,183
983
7,675
4,524

14,549
1,129
8,312
5,107

1,339
78
876
386

957
116
660
180

9.2
7.3
10.2
7.9

6.2
9.3
7.4
3.4

17,414
7,315
10,100

19,646
8,254
11,392

2,753
928
1,825

1,559
490
1,070

13.7
11.3
15.3

7.4
5.6
8.6

Persons with no previous work experience and persons whose last job was in the U.S. Armed Forces are included in the unemployed total.
NOTE: Updated population controls are introduced annually with the release of January data. Effective with January 2020 data, occupations reflect
the introduction of the 2018 Census occupational classification system into the Current Population Survey, or household survey. This classification
system is derived from the 2018 Standard Occupational Classification (SOC). No historical data have been revised. Data for 2020 are not strictly
comparable with earlier years.

HOUSEHOLD DATA
Table A-14. Unemployed persons by industry and class of worker, not seasonally adjusted

Industry and class of worker

Total, 16 years and over1............................................................... .
Nonagricultural private wage and salary workers. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Mining, quarrying, and oil and gas extraction................................... .
Construction......................................................................... .
Manufacturing....................................................................... .
Durable goods.................................................................... .
Nondurable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Wholesale and retail trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Transportation and utilities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Information........................................................................... .
Financial activities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Professional and business services.............................................. .
Education and health services.................................................... .
Leisure and hospitality. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Other services....................................................................... .
Agriculture and related private wage and salary workers. . . . . . . . . . . . . . . . . . . . . . . . .
Government workers.................................................................. .
Self-employed workers, unincorporated, and unpaid family workers. . . . . . . . . . . .
1

Number of
unemployed
persons
(in thousands)

Unemployment
rates

July
2020

July
2021

July
2020

July
2021

16,882
13,460
110
870
1,306
796
510
1,924
1,067
311
463
1,340
1,920
3,456
691
88
1,792
800

9,221
7,019
68
592
613
355
259
1,216
543
146
295
910
1,067
1,250
319
131
853
546

10.5
10.6
15.6
8.9
8.6
8.4
9.0
9.7
13.8
12.3
4.7
7.6
8.0
25.0
10.6
5.7
8.4
7.8

5.7
5.5
8.9
6.1
4.2
3.8
4.8
6.0
6.8
5.6
3.0
5.1
4.4
9.0
4.9
7.6
4.1
4.9

Persons with no previous work experience and persons whose last job was in the U.S. Armed Forces are included in the unemployed total.
NOTE: Updated population controls are introduced annually with the release of January data. Effective with January 2020 data, industries reflect the
introduction of the 2017 Census industry classification system into the Current Population Survey. This industry classification system is derived from
the 2017 North American Industry Classification System (NAICS). No historical data have been revised.

HOUSEHOLD DATA
Table A-15. Alternative measures of labor underutilization
[Percent]
Not seasonally adjusted
Measure

U-1 Persons unemployed 15 weeks or longer,
as a percent of the civilian labor force. . . . . . . . .
U-2 Job losers and persons who completed
temporary jobs, as a percent of the civilian
labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
U-3 Total unemployed, as a percent of the
civilian labor force (official unemployment
rate). . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
U-4 Total unemployed plus discouraged
workers, as a percent of the civilian labor
force plus discouraged workers. . . . . . . . . . . . . . . . .
U-5 Total unemployed, plus discouraged
workers, plus all other persons marginally
attached to the labor force, as a percent of
the civilian labor force plus all persons
marginally attached to the labor force. . . . . . . . .
U-6 Total unemployed, plus all persons
marginally attached to the labor force, plus
total employed part time for economic
reasons, as a percent of the civilian labor
force plus all persons marginally attached to
the labor force.................................... .

Seasonally adjusted

July
2020

June
2021

July
2021

July
2020

Mar.
2021

Apr.
2021

May
2021

June
2021

July
2021

4.9

3.2

2.8

5.0

3.5

3.3

3.1

3.3

2.9

8.1

3.5

3.2

8.1

3.9

4.0

3.6

3.6

3.1

10.5

6.1

5.7

10.2

6.0

6.1

5.8

5.9

5.4

10.8

6.5

6.0

10.6

6.4

6.4

6.1

6.2

5.7

11.6

7.2

6.8

11.3

7.1

7.2

6.9

6.9

6.5

16.8

10.1

9.6

16.5

10.7

10.4

10.2

9.8

9.2

NOTE: Persons marginally attached to the labor force are those who currently are neither working nor looking for work but indicate that they want and
are available for a job and have looked for work sometime in the past 12 months. Discouraged workers, a subset of the marginally attached, have
given a job-market related reason for not currently looking for work. Persons employed part time for economic reasons are those who want and are
available for full-time work but have had to settle for a part-time schedule. Updated population controls are introduced annually with the release of
January data.

HOUSEHOLD DATA
Table A-16. Persons not in the labor force and multiple jobholders by sex, not seasonally adjusted
[Numbers in thousands]
Total
Category

July
2020

Men
July
2021

July
2020

Women
July
2021

July
2020

July
2021

NOT IN THE LABOR FORCE
Total not in the labor force. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Persons who currently want a job. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Marginally attached to the labor force1. . . . . . . . . . . . . . . . . . . . . . . .
Discouraged workers2........................................ .
Other persons marginally attached to the labor force3. . .

98,998
8,003
2,027
701
1,326

98,653
6,818
1,923
539
1,383

40,258
3,728
1,088
426
662

39,776
3,178
1,040
339
701

58,740
4,275
938
274
664

58,877
3,639
883
200
683

MULTIPLE JOBHOLDERS
Total multiple jobholders4............................................ .
Percent of total employed......................................... .
Primary job full time, secondary job part time. . . . . . . . . . . . . . . . . . .
Primary and secondary jobs both part time. . . . . . . . . . . . . . . . . . . . .
Primary and secondary jobs both full time...................... .
Hours vary on primary or secondary job. . . . . . . . . . . . . . . . . . . . . . . . .

6,569
4.5
3,702
1,495
330
981

7,013
4.6
3,904
1,631
401
1,023

3,353
4.3
2,136
485
206
507

3,481
4.2
2,093
558
248
550

3,215
4.8
1,567
1,010
125
474

3,532
4.9
1,811
1,073
153
473

1

Data refer to persons who want a job, have searched for work during the prior 12 months, and were available to take a job during the reference
week, but had not looked for work in the past 4 weeks.
2
Includes those who did not actively look for work in the prior 4 weeks for reasons such as thinks no work available, could not find work, lacks
schooling or training, employer thinks too young or old, and other types of discrimination.
3
Includes those who did not actively look for work in the prior 4 weeks for such reasons as school or family responsibilities, ill health, and
transportation problems, as well as a number for whom reason for nonparticipation was not determined.
4
Includes a small number of persons who work part time on their primary job and full time on their secondary job(s), not shown separately.
NOTE: Updated population controls are introduced annually with the release of January data.

ESTABLISHMENT DATA
Table B-1. Employees on nonfarm payrolls by industry sector and selected industry detail
[In thousands]
Not seasonally adjusted
Industry

Total nonfarm. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Total private. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Goods-producing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

Seasonally adjusted

July
2020

May
2021

June
2021p

July
2021p

July
2020

May
2021

June
2021p

July
2021p

139,107
118,797
20,130

145,355
123,406
20,370

146,603
124,915
20,634

146,470
125,694
20,724

139,566
118,010
19,827

144,940
123,296
20,335

145,878
124,065
20,380

146,821
124,768
20,424

Change
from:
June2021
July2021p
943
703
44

Mining and logging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Logging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Mining. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Oil and gas extraction. . . . . . . . . . . . . . . . . . . . . . .
Mining, except oil and gas. . . . . . . . . . . . . . . . . . .
Coal mining. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Metal ore mining. . . . . . . . . . . . . . . . . . . . . . . . . .
Nonmetallic mineral mining and
quarrying. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Support activities for mining. . . . . . . . . . . . . . . . .

599
46.1
552.9
135.5
179.5
40.8
41.9

619
41.8
577.6
135.4
181.9
42.0
42.0

633
44.7
588.1
137.3
183.1
41.2
42.7

642
45.5
596.4
139.6
185.9
41.2
42.9

593
45.2
548.1
133.7
176.2
40.5
41.9

620
43.4
576.1
137.0
180.9
42.3
42.0

631
44.8
586.0
137.4
181.3
41.6
42.6

637
44.6
592.8
138.1
181.9
41.0
42.9

6
-0.2
6.8
0.7
0.6
-0.6
0.3

96.8
237.9

97.9
260.3

99.2
267.7

101.8
270.9

93.9
238.2

96.6
258.2

97.1
267.3

98.0
272.8

0.9
5.5

Construction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Construction of buildings. . . . . . . . . . . . . . . . . . . . . . .
Residential building. . . . . . . . . . . . . . . . . . . . . . . . . .
Nonresidential building. . . . . . . . . . . . . . . . . . . . . .
Heavy and civil engineering construction. . . . . .
Specialty trade contractors. . . . . . . . . . . . . . . . . . . .
Residential specialty trade contractors. . . . . .
Nonresidential specialty trade contractors. . .

7,424
1,640.6
829.8
810.8
1,083.1
4,699.9
2,113.1
2,586.8

7,476
1,683.8
869.6
814.2
1,084.0
4,708.5
2,168.6
2,539.9

7,592
1,714.6
884.0
830.6
1,098.2
4,779.2
2,208.3
2,570.9

7,641
1,736.5
899.2
837.3
1,097.0
4,807.8
2,213.6
2,594.2

7,197
1,599.9
814.2
785.7
1,029.0
4,568.1
2,053.8
2,514.3

7,415
1,684.0
869.7
814.3
1,058.7
4,672.4
2,147.9
2,524.5

7,410
1,690.1
874.2
815.9
1,045.2
4,674.5
2,157.2
2,517.3

7,421
1,695.9
882.5
813.4
1,043.1
4,682.0
2,157.2
2,524.8

11
5.8
8.3
-2.5
-2.1
7.5
0.0
7.5

Manufacturing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Durable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Wood products. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nonmetallic mineral products. . . . . . . . . . . . . . . .
Primary metals. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Fabricated metal products. . . . . . . . . . . . . . . . . . .
Machinery. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Computer and electronic products. . . . . . . . . . .
Computer and peripheral equipment. . . . . .
Communications equipment. . . . . . . . . . . . . . .
Semiconductors and electronic
components. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Electronic instruments. . . . . . . . . . . . . . . . . . . . .
Miscellaneous computer and electronic
products. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Electrical equipment and appliances. . . . . . . .
Transportation equipment1. . . . . . . . . . . . . . . . . .
Motor vehicles and parts2. . . . . . . . . . . . . . . . .
Furniture and related products. . . . . . . . . . . . . .
Miscellaneous durable goods
manufacturing. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nondurable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Food manufacturing. . . . . . . . . . . . . . . . . . . . . . . . .
Textile mills. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Textile product mills. . . . . . . . . . . . . . . . . . . . . . . . .
Apparel. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Paper and paper products. . . . . . . . . . . . . . . . . . .
Printing and related support activities. . . . . . .
Petroleum and coal products. . . . . . . . . . . . . . . .
Chemicals. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Plastics and rubber products. . . . . . . . . . . . . . . .
Miscellaneous nondurable goods
manufacturing. . . . . . . . . . . . . . . . . . . . . . . . . . . . .

12,107

12,275

12,409

12,441

12,037

12,300

12,339

12,366

27

7,523
390.5
401.8
345.6
1,370.5
1,047.0
1,071.9
161.7
84.9

7,628
399.7
396.8
350.1
1,401.2
1,069.1
1,082.5
164.6
85.6

7,719
405.6
401.5
354.9
1,416.1
1,074.6
1,089.6
165.6
86.5

7,710
409.0
403.1
354.9
1,416.6
1,079.4
1,089.5
165.7
86.3

7,502
387.3
395.0
345.3
1,362.7
1,042.0
1,066.9
162.2
85.0

7,632
400.8
393.0
350.1
1,399.7
1,069.1
1,085.0
164.8
85.9

7,669
403.6
394.1
352.0
1,405.1
1,067.6
1,085.1
165.1
86.2

7,689
405.0
395.9
353.9
1,409.6
1,074.4
1,084.6
165.6
86.4

20
1.4
1.8
1.9
4.5
6.8
-0.5
0.5
0.2

371.6
420.0

370.5
427.9

374.7
428.4

374.2
428.8

368.2
418.1

372.1
428.0

371.9
427.7

371.1
427.2

-0.8
-0.5

33.7
375.8
1,579.0
875.6
348.5

33.9
376.5
1,576.0
884.2
352.6

34.4
382.1
1,604.2
901.1
361.0

34.5
383.6
1,581.2
879.7
361.9

33.5
373.9
1,591.8
894.7
345.8

34.2
377.9
1,579.0
891.5
353.2

34.2
381.5
1,595.0
894.2
360.8

34.3
381.7
1,593.5
895.0
360.4

0.1
0.2
-1.5
0.8
-0.4

592.2

623.9

629.2

630.9

591.4

624.3

624.3

629.8

5.5

4,584
1,623.7
91.1
102.4
84.8
356.5
367.7
106.6
841.4
708.1

4,647
1,615.7
96.6
107.2
92.6
350.6
373.6
101.9
853.3
729.9

4,690
1,635.2
97.9
107.0
94.1
353.4
375.2
102.2
859.6
730.0

4,731
1,664.2
98.6
107.7
92.1
354.2
374.5
103.2
862.5
731.6

4,535
1,597.0
91.1
101.1
85.3
353.7
367.3
102.8
838.3
702.5

4,668
1,636.8
96.3
107.1
92.3
351.1
374.8
100.8
854.1
727.9

4,670
1,633.6
97.5
107.1
92.9
352.3
374.6
100.0
856.2
725.9

4,677
1,637.6
97.9
106.6
92.2
351.7
374.0
99.6
858.8
726.2

7
4.0
0.4
-0.5
-0.7
-0.6
-0.6
-0.4
2.6
0.3

302.1

325.7

335.1

342.3

295.5

326.6

329.5

332.7

3.2

Private service-providing. . . . . . . . . . . . . . . . . . . . . . . . . . .

98,667

103,036

104,281

104,970

98,183

102,961

103,685

104,344

659

Trade, transportation, and utilities. . . . . . . . . . . . . . . .

26,154

27,029

27,305

27,315

26,205

27,205

27,324

27,371

47

Wholesale trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Durable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nondurable goods. . . . . . . . . . . . . . . . . . . . . . . . . . .

See footnotes at end of table.

5,563.3
3,050.3
2,037.9

5,680.5
3,117.7
2,085.9

5,728.7
3,143.2
2,110.3

5,734.2
3,146.8
2,107.3

5,537.4
3,038.0
2,025.7

5,679.7
3,120.5
2,081.7

5,706.9
3,133.2
2,098.2

5,709.7
3,135.3
2,097.8

2.8
2.1
-0.4

ESTABLISHMENT DATA
Table B-1. Employees on nonfarm payrolls by industry sector and selected industry detail
— Continued
[In thousands]
Not seasonally adjusted
Industry

July
2020

May
2021

June
2021p

Seasonally adjusted
July
2021p

July
2020

May
2021

June
2021p

July
2021p

Change
from:
June2021
July2021p

Wholesale trade - Continued
Electronic markets and agents and
brokers. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

475.1

476.9

475.2

480.1

473.7

477.5

475.5

476.6

1.1

Retail trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Motor vehicle and parts dealers. . . . . . . . . . . . .
Automobile dealers. . . . . . . . . . . . . . . . . . . . . . . .
Other motor vehicle dealers. . . . . . . . . . . . . . .
Auto parts, accessories, and tire stores. . .
Furniture and home furnishings stores. . . . . .
Electronics and appliance stores. . . . . . . . . . . .
Building material and garden supply
stores. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Food and beverage stores. . . . . . . . . . . . . . . . . .
Health and personal care stores. . . . . . . . . . . .
Gasoline stations. . . . . . . . . . . . . . . . . . . . . . . . . . . .
Clothing and clothing accessories stores. . . .
Sporting goods, hobby, book, and music
stores. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
General merchandise stores. . . . . . . . . . . . . . . .
Department stores. . . . . . . . . . . . . . . . . . . . . . . .
General merchandise stores, including
warehouse clubs and supercenters. . . . .
Miscellaneous store retailers. . . . . . . . . . . . . . . .
Nonstore retailers. . . . . . . . . . . . . . . . . . . . . . . . . . .

14,748.0
1,888.9
1,190.1
153.5
545.3
394.6
392.1

15,164.0
1,979.9
1,248.3
169.4
562.2
442.9
414.3

15,325.7
1,991.3
1,255.1
172.7
563.5
444.9
407.2

15,343.1
1,992.2
1,254.3
172.3
565.6
442.9
409.4

14,742.9
1,873.0
1,186.3
144.5
542.1
399.5
403.4

15,272.5
1,973.3
1,248.3
162.9
562.1
448.3
419.7

15,345.0
1,980.9
1,254.5
163.2
563.2
448.7
418.5

15,339.5
1,977.0
1,250.9
163.2
562.9
447.9
420.8

-5.5
-3.9
-3.6
0.0
-0.3
-0.8
2.3

1,401.7
3,128.9
924.9
932.3
915.8

1,434.3
3,092.3
1,005.6
939.2
991.3

1,462.6
3,112.7
1,001.5
956.9
1,016.6

1,402.5
3,115.2
998.7
970.5
1,050.6

1,361.9
3,106.5
929.0
921.7
921.0

1,384.7
3,102.3
1,007.3
939.4
1,030.9

1,398.9
3,095.7
1,003.4
944.5
1,045.0

1,365.1
3,093.7
1,002.0
958.9
1,051.0

-33.8
-2.0
-1.4
14.4
6.0

435.6
3,008.1
920.5

471.0
2,975.1
948.1

479.0
3,011.9
962.0

486.0
3,014.0
965.1

445.3
3,062.8
959.5

484.2
3,060.7
989.9

488.9
3,084.0
1,002.2

491.3
3,083.8
1,002.4

2.4
-0.2
0.2

2,087.6
748.3
576.8

2,027.0
813.2
604.9

2,049.9
830.6
610.5

2,048.9
843.2
617.9

2,103.3
735.7
583.1

2,070.8
806.9
614.8

2,081.8
817.4
619.1

2,081.4
824.0
624.0

-0.4
6.6
4.9

Transportation and warehousing. . . . . . . . . . . . . . .
Air transportation. . . . . . . . . . . . . . . . . . . . . . . . . . . .
Rail transportation. . . . . . . . . . . . . . . . . . . . . . . . . . .
Water transportation. . . . . . . . . . . . . . . . . . . . . . . . .
Truck transportation. . . . . . . . . . . . . . . . . . . . . . . . .
Transit and ground passenger
transportation. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Pipeline transportation. . . . . . . . . . . . . . . . . . . . . . .
Scenic and sightseeing transportation. . . . . . .
Support activities for transportation. . . . . . . . . .
Couriers and messengers. . . . . . . . . . . . . . . . . . .
Warehousing and storage. . . . . . . . . . . . . . . . . . .

5,300.6
403.9
144.9
60.3
1,455.1

5,646.3
426.6
143.4
60.4
1,479.2

5,709.2
436.7
143.8
62.0
1,503.1

5,695.8
441.4
143.8
62.0
1,512.8

5,385.2
399.4
144.8
58.0
1,435.6

5,713.2
425.2
143.9
59.7
1,482.0

5,732.8
432.8
144.4
60.0
1,488.4

5,782.5
436.4
143.6
59.7
1,491.8

49.7
3.6
-0.8
-0.3
3.4

265.0
50.9
27.0
675.3
915.5
1,302.7

403.7
49.1
30.3
702.2
956.5
1,394.9

382.4
49.3
38.1
711.3
974.0
1,408.5

341.9
49.4
39.3
718.6
969.1
1,417.5

328.7
50.9
20.7
674.3
960.0
1,312.8

385.9
49.1
27.9
704.9
1,020.1
1,414.5

387.2
49.2
30.2
711.2
998.3
1,431.1

406.0
49.3
30.1
717.4
1,006.4
1,441.8

18.8
0.1
-0.1
6.2
8.1
10.7

Utilities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

542.5

538.0

540.9

541.9

539.5

539.3

538.9

538.8

-0.1

Information. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Publishing industries, except Internet. . . . . . . . . .
Motion picture and sound recording
industries. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Broadcasting, except Internet. . . . . . . . . . . . . . . . . .
Telecommunications. . . . . . . . . . . . . . . . . . . . . . . . . . .
Data processing, hosting and related
services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Other information services. . . . . . . . . . . . . . . . . . . . .

2,606
750.1

2,706
768.2

2,722
775.8

2,760
780.0

2,592
744.6

2,714
773.7

2,718
772.0

2,742
773.9

24
1.9

215.9
238.9
689.7

291.9
239.9
672.5

296.1
236.3
669.2

316.2
234.7
673.5

210.7
239.5
688.8

288.7
240.6
676.1

290.7
238.0
673.1

308.5
236.8
673.3

17.8
-1.2
0.2

356.0
355.8

361.6
371.9

369.7
375.2

373.9
381.5

355.1
353.3

361.7
373.2

369.9
374.1

371.7
378.1

1.8
4.0

Financial activities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Finance and insurance. . . . . . . . . . . . . . . . . . . . . . . . .
Monetary authorities - central bank. . . . . . . . . .
Credit intermediation and related
activities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Depository credit intermediation1. . . . . . . . . .
Commercial banking. . . . . . . . . . . . . . . . . . . .
Nondepository credit intermediation. . . . . . .
Activities related to credit intermediation.. .
Securities, commodity contracts,
investments, and funds and trusts. . . . . . . .
Insurance carriers and related activities. . . . .
Real estate and rental and leasing. . . . . . . . . . . .
Real estate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

8,709
6,499.9
20.6

8,784
6,520.4
20.1

8,843
6,540.2
20.3

8,887
6,553.1
20.7

8,646
6,480.3
20.3

8,806
6,539.6
20.2

8,805
6,534.9
20.3

8,827
6,539.2
20.3

22
4.3
0.0

2,652.0
1,774.0
1,389.4
574.6
303.4

2,659.0
1,731.0
1,344.8
608.1
319.9

2,664.6
1,734.2
1,346.1
611.8
318.6

2,671.7
1,733.7
1,344.3
614.4
323.6

2,643.4
1,765.3
1,382.4
573.6
304.5

2,664.0
1,731.7
1,343.5
609.8
322.5

2,662.3
1,727.5
1,341.8
613.2
321.6

2,667.6
1,726.6
1,339.0
616.0
325.0

5.3
-0.9
-2.8
2.8
3.4

971.3
2,856.0
2,208.7
1,694.9

985.5
2,855.8
2,263.1
1,734.9

992.7
2,862.6
2,303.0
1,763.5

998.3
2,862.4
2,333.5
1,777.8

964.8
2,851.8
2,165.2
1,670.5

990.3
2,865.1
2,266.5
1,740.1

990.2
2,862.1
2,269.8
1,747.1

990.7
2,860.6
2,287.6
1,752.5

0.5
-1.5
17.8
5.4

See footnotes at end of table.

ESTABLISHMENT DATA
Table B-1. Employees on nonfarm payrolls by industry sector and selected industry detail
— Continued
[In thousands]
Not seasonally adjusted
Industry

July
2020

May
2021

June
2021p

Seasonally adjusted
July
2021p

July
2020

May
2021

June
2021p

July
2021p

Change
from:
June2021
July2021p

Real estate and rental and leasing Continued
Rental and leasing services. . . . . . . . . . . . . . . . .
Lessors of nonfinancial intangible assets. . . .

490.8
23.0

506.2
22.0

516.9
22.6

533.1
22.6

472.3
22.4

504.2
22.2

500.5
22.2

513.0
22.1

12.5
-0.1

Professional and business services. . . . . . . . . . . . . .
Professional and technical services. . . . . . . . . . . .
Legal services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Accounting and bookkeeping services. . . . . .
Architectural and engineering services. . . . . .
Specialized design services. . . . . . . . . . . . . . . . .
Computer systems design and related
services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Management and technical consulting
services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Scientific research and development
services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Advertising and related services. . . . . . . . . . . . .
Other professional and technical services. . .
Management of companies and enterprises. . .
Administrative and waste services. . . . . . . . . . . . .
Administrative and support services. . . . . . . . .
Office administrative services. . . . . . . . . . . . .
Facilities support services. . . . . . . . . . . . . . . . .
Employment services1. . . . . . . . . . . . . . . . . . . .
Temporary help services. . . . . . . . . . . . . . . .
Business support services. . . . . . . . . . . . . . . .
Travel arrangement and reservation
services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Investigation and security services. . . . . . . .
Services to buildings and dwellings. . . . . . .
Other support services. . . . . . . . . . . . . . . . . . . .
Waste management and remediation
services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

19,856
9,314.6
1,117.0
934.4
1,510.6
129.4

20,759
9,699.0
1,128.7
1,013.0
1,551.4
138.6

20,943
9,772.7
1,144.4
1,000.8
1,575.1
140.5

21,084
9,882.9
1,147.1
1,010.3
1,593.9
143.4

19,715
9,292.5
1,108.7
996.1
1,481.8
129.5

20,778
9,753.1
1,131.5
1,051.8
1,553.9
138.2

20,853
9,786.5
1,135.1
1,054.6
1,556.6
139.6

20,913
9,829.2
1,138.4
1,063.0
1,561.2
141.7

60
42.7
3.3
8.4
4.6
2.1

2,175.1

2,239.3

2,248.8

2,287.5

2,149.7

2,243.6

2,248.9

2,254.1

5.2

1,508.5

1,605.2

1,616.4

1,635.0

1,501.6

1,609.8

1,615.6

1,623.9

8.3

764.2
439.8
735.6
2,329.9
8,211.6
7,766.7
523.1
156.7
2,798.0
2,230.7
769.5

807.9
440.4
774.5
2,327.3
8,733.0
8,286.1
551.4
151.8
3,245.3
2,615.4
775.5

823.0
445.2
778.5
2,345.4
8,825.2
8,372.3
553.9
148.5
3,285.2
2,644.5
768.6

831.0
446.4
788.3
2,347.3
8,853.3
8,397.5
557.2
148.6
3,289.8
2,649.2
765.8

754.4
437.4
733.5
2,308.4
8,114.4
7,677.9
522.2
156.9
2,828.4
2,280.6
780.5

809.8
440.7
773.8
2,329.1
8,696.1
8,249.4
550.1
151.6
3,275.6
2,647.3
785.8

816.3
443.9
775.9
2,328.8
8,738.1
8,290.9
550.2
149.3
3,318.3
2,682.3
780.2

822.0
443.9
781.0
2,325.4
8,758.3
8,310.8
554.2
148.9
3,324.7
2,692.0
776.5

5.7
0.0
5.1
-3.4
20.2
19.9
4.0
-0.4
6.4
9.7
-3.7

157.4
883.9
2,191.2
286.9

152.4
905.2
2,204.6
299.9

155.3
910.3
2,243.8
306.7

159.3
906.7
2,261.1
309.0

155.3
885.4
2,061.5
287.7

151.1
904.5
2,131.5
299.2

152.6
910.4
2,128.2
301.7

157.1
908.3
2,129.7
311.4

4.5
-2.1
1.5
9.7

444.9

446.9

452.9

455.8

436.5

446.7

447.2

447.5

0.3

Education and health services. . . . . . . . . . . . . . . . . . .
Educational services. . . . . . . . . . . . . . . . . . . . . . . . . . .
Health care and social assistance. . . . . . . . . . . . .
Health care3. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Ambulatory health care services. . . . . . . . . .
Offices of physicians. . . . . . . . . . . . . . . . . . . .
Offices of dentists. . . . . . . . . . . . . . . . . . . . . . .
Offices of other health practitioners. . . . .
Outpatient care centers. . . . . . . . . . . . . . . . .
Medical and diagnostic laboratories. . . .
Home health care services. . . . . . . . . . . . .
Other ambulatory health care
services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Hospitals. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nursing and residential care facilities. . . . .
Nursing care facilities. . . . . . . . . . . . . . . . . . .
Residential mental health facilities. . . . . .
Community care facilities for the
elderly. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Other residential care facilities. . . . . . . . . .
Social assistance. . . . . . . . . . . . . . . . . . . . . . . . . . . .
Individual and family services. . . . . . . . . . . . .
Emergency and other relief services. . . . . .
Vocational rehabilitation services. . . . . . . . .
Child day care services. . . . . . . . . . . . . . . . . . .

22,590
3,102.6
19,487.4
15,703.5
7,430.9
2,590.6
936.8
898.3
959.7
276.3
1,467.7

23,525
3,514.9
20,010.2
15,948.2
7,799.8
2,691.4
1,011.5
976.6
1,003.2
295.5
1,505.9

23,343
3,333.9
20,009.4
15,974.2
7,815.9
2,696.0
1,017.0
979.5
1,006.0
294.3
1,505.3

23,308
3,288.9
20,019.5
16,011.9
7,844.8
2,708.0
1,018.2
996.6
1,005.6
293.6
1,504.2

22,885
3,371.6
19,512.9
15,686.2
7,427.0
2,590.2
936.8
896.0
959.4
276.5
1,467.3

23,465
3,479.3
19,985.7
15,959.6
7,796.5
2,694.3
1,010.0
974.9
1,002.8
295.4
1,503.6

23,525
3,532.1
19,993.0
15,953.7
7,805.8
2,697.5
1,012.0
977.1
1,005.4
294.1
1,502.6

23,612
3,572.1
20,039.8
15,990.5
7,837.7
2,707.6
1,014.7
994.2
1,005.3
294.2
1,503.8

87
40.0
46.8
36.8
31.9
10.1
2.7
17.1
-0.1
0.1
1.2

301.5
5,105.4
3,167.2
1,473.7
612.9

315.7
5,129.9
3,018.5
1,371.9
603.1

317.8
5,136.5
3,021.8
1,374.1
602.0

318.6
5,152.3
3,014.8
1,374.8
597.9

300.8
5,105.9
3,153.3
1,469.7
608.6

315.5
5,140.2
3,022.9
1,375.0
603.6

317.1
5,132.8
3,015.1
1,372.4
599.5

317.9
5,151.1
3,001.7
1,370.9
593.8

0.8
18.3
-13.4
-1.5
-5.7

921.8
158.8
3,783.9
2,546.9
184.4
276.7
775.9

893.1
150.4
4,062.0
2,663.9
185.7
282.7
929.7

895.2
150.5
4,035.2
2,652.3
184.0
286.5
912.4

892.4
149.7
4,007.6
2,657.6
184.8
287.3
877.9

917.9
157.1
3,826.7
2,540.7
184.4
273.1
828.4

893.3
151.0
4,026.1
2,653.1
185.9
281.1
906.0

893.9
149.3
4,039.3
2,643.9
184.0
282.7
928.7

888.9
148.1
4,049.3
2,651.5
184.8
283.4
929.6

-5.0
-1.2
10.0
7.6
0.8
0.7
0.9

Leisure and hospitality. . . . . . . . . . . . . . . . . . . . . . . . . . .
Arts, entertainment, and recreation. . . . . . . . . . . .
Performing arts and spectator sports. . . . . . . .

13,364
1,865.6
291.8

14,625
2,029.0
399.6

15,395
2,287.3
424.9

15,834
2,398.1
428.8

12,824
1,626.5
277.7

14,404
1,973.0
377.9

14,798
2,045.7
398.9

15,178
2,098.7
407.9

380
53.0
9.0

See footnotes at end of table.

ESTABLISHMENT DATA
Table B-1. Employees on nonfarm payrolls by industry sector and selected industry detail
— Continued
[In thousands]
Not seasonally adjusted

Seasonally adjusted

July
2020

May
2021

June
2021p

July
2021p

July
2020

May
2021

June
2021p

July
2021p

Change
from:
June2021
July2021p

Museums, historical sites, and similar
institutions. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Amusements, gambling, and recreation. . . . .
Accommodation and food services. . . . . . . . . . . .
Accommodation. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Food services and drinking places. . . . . . . . . .

137.7
1,436.1
11,498.2
1,452.1
10,046.1

138.2
1,491.2
12,596.0
1,579.4
11,016.6

151.0
1,711.4
13,107.2
1,760.6
11,346.6

157.4
1,811.9
13,435.6
1,864.7
11,570.9

124.6
1,224.2
11,197.7
1,355.2
9,842.5

134.4
1,460.7
12,430.6
1,579.2
10,851.4

138.7
1,508.1
12,751.9
1,666.9
11,085.0

142.5
1,548.3
13,078.8
1,740.6
11,338.2

3.8
40.2
326.9
73.7
253.2

Other services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Repair and maintenance. . . . . . . . . . . . . . . . . . . . . . .
Personal and laundry services. . . . . . . . . . . . . . . . .
Membership associations and organizations. . .

5,388
1,270.9
1,269.9
2,847.2

5,608
1,341.7
1,374.4
2,891.7

5,730
1,355.8
1,405.6
2,968.1

5,782
1,369.0
1,419.4
2,993.2

5,316
1,262.7
1,257.6
2,795.8

5,589
1,339.0
1,361.3
2,889.0

5,662
1,347.3
1,390.5
2,923.9

5,701
1,353.9
1,405.6
2,941.0

39
6.6
15.1
17.1

Government. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Federal. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Federal, except U.S. Postal Service. . . . . . . . . . . . .
U.S. Postal Service. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
State government. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
State government education. . . . . . . . . . . . . . . . . . . . .
State government, excluding education. . . . . . . . . .
Local government. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Local government education. . . . . . . . . . . . . . . . . . . . .
Local government, excluding education. . . . . . . . . .

20,310
2,919
2,325.7
593.5
4,703
1,998.0
2,705.0
12,688
6,326.5
6,361.2

21,949
2,882
2,282.1
599.9
5,013
2,343.4
2,669.5
14,054
7,766.0
6,287.6

21,688
2,887
2,289.0
597.8
4,812
2,135.7
2,676.4
13,989
7,540.3
6,448.8

20,776
2,898
2,295.8
601.9
4,734
2,074.5
2,659.8
13,144
6,639.1
6,504.9

21,556
2,897
2,305.3
591.5
5,039
2,350.1
2,689.1
13,620
7,492.3
6,128.1

21,644
2,883
2,280.4
602.5
5,018
2,346.4
2,671.1
13,743
7,457.0
6,285.8

21,813
2,870
2,278.5
591.9
5,082
2,417.2
2,664.7
13,861
7,603.5
6,257.3

22,053
2,888
2,278.1
610.0
5,074
2,427.1
2,646.9
14,091
7,824.2
6,266.3

240
18
-0.4
18.1
-8
9.9
-17.8
230
220.7
9.0

Industry

Arts, entertainment, and recreation Continued

1

Includes other industries, not shown separately.
Includes motor vehicles, motor vehicle bodies and trailers, and motor vehicle parts.
3
Includes ambulatory health care services, hospitals, and nursing and residential care facilities.
p Preliminary
NOTE: Data have been revised to reflect March 2020 benchmark levels and updated seasonal adjustment factors.
2

ESTABLISHMENT DATA
Table B-2. Average weekly hours and overtime of all employees on private nonfarm payrolls by industry
sector, seasonally adjusted
July
2020

May
2021

June
2021p

July
2021p

AVERAGE WEEKLY HOURS
Total private............................................................................ .
Goods-producing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Mining and logging............................................................... .
Construction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Manufacturing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Durable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nondurable goods............................................................. .
Private service-providing........................................................... .
Trade, transportation, and utilities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Wholesale trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Retail trade..................................................................... .
Transportation and warehousing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Utilities.......................................................................... .
Information........................................................................ .
Financial activities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Professional and business services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Education and health services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Leisure and hospitality. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Other services.................................................................... .

34.6
39.6
44.1
38.9
39.8
40.0
39.4
33.5
34.2
38.4
30.7
38.4
42.6
36.3
37.6
36.4
33.4
25.5
32.1

34.8
40.1
45.2
39.0
40.4
40.6
40.2
33.8
34.7
39.1
31.0
39.3
42.7
37.3
37.6
36.7
33.3
26.5
32.3

34.8
39.9
45.4
38.6
40.3
40.4
40.1
33.8
34.6
39.1
30.9
39.1
42.7
37.2
37.6
36.7
33.3
26.5
32.2

34.8
40.1
45.1
38.9
40.5
40.7
40.2
33.7
34.5
39.3
30.8
38.7
42.8
37.3
37.6
36.7
33.3
26.6
32.1

AVERAGE OVERTIME HOURS
Manufacturing.......................................................................... .
Durable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nondurable goods.................................................................. .

2.9
2.7
3.1

3.2
3.1
3.4

3.2
3.0
3.4

3.2
3.0
3.4

Industry

p Preliminary
NOTE: Data have been revised to reflect March 2020 benchmark levels and updated seasonal adjustment factors.

ESTABLISHMENT DATA
Table B-3. Average hourly and weekly earnings of all employees on private nonfarm payrolls by industry
sector, seasonally adjusted
Average hourly earnings

Average weekly earnings

Industry

July
2020

May
2021

June
2021p

July
2021p

July
2020

May
2021

June
2021p

July
2021p

Total private. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Goods-producing...................................... .
Mining and logging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Construction......................................... .
Manufacturing....................................... .
Durable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nondurable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Private service-providing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Trade, transportation, and utilities................ .
Wholesale trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Retail trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Transportation and warehousing. . . . . . . . . . . . . . .
Utilities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Information. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Financial activities.................................. .
Professional and business services. . . . . . . . . . . . . .
Education and health services.................... .
Leisure and hospitality............................. .
Other services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

$29.37
30.05
34.84
31.74
28.81
30.22
26.42
29.20
25.30
32.42
20.99
25.36
43.62
44.09
37.77
35.13
28.55
16.92
26.72

$30.31
30.87
34.99
32.75
29.54
31.06
27.04
30.18
26.16
33.45
21.85
26.15
44.61
44.16
40.11
36.46
29.49
18.06
27.21

$30.43
30.96
35.14
32.86
29.62
31.15
27.09
30.31
26.35
33.49
21.96
26.65
44.58
44.24
40.21
36.60
29.64
18.39
27.29

$30.54
31.08
35.27
32.93
29.77
31.31
27.22
30.42
26.45
33.69
21.92
26.88
44.82
44.25
40.33
36.80
29.76
18.55
27.34

$1,016.20
1,189.98
1,536.44
1,234.69
1,146.64
1,208.80
1,040.95
978.20
865.26
1,244.93
644.39
973.82
1,858.21
1,600.47
1,420.15
1,278.73
953.57
431.46
857.71

$1,054.79
1,237.89
1,581.55
1,277.25
1,193.42
1,261.04
1,087.01
1,020.08
907.75
1,307.90
677.35
1,027.70
1,904.85
1,647.17
1,508.14
1,338.08
982.02
478.59
878.88

$1,058.96
1,235.30
1,595.36
1,268.40
1,193.69
1,258.46
1,086.31
1,024.48
911.71
1,309.46
678.56
1,042.02
1,903.57
1,645.73
1,511.90
1,343.22
987.01
487.34
878.74

$1,062.79
1,246.31
1,590.68
1,280.98
1,205.69
1,274.32
1,094.24
1,025.15
912.53
1,324.02
675.14
1,040.26
1,918.30
1,650.53
1,516.41
1,350.56
991.01
493.43
877.61

p Preliminary
NOTE: Data have been revised to reflect March 2020 benchmark levels and updated seasonal adjustment factors.

ESTABLISHMENT DATA
Table B-4. Indexes of aggregate weekly hours and payrolls for all employees on private nonfarm payrolls by
industry sector, seasonally adjusted
[2007=100]
Index of aggregate weekly hours1

Index of aggregate weekly payrolls2

Industry

July
2020

May
2021

June
2021p

July
2021p

Percent
change
from:
June
2021 July
2021p

Total private. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Goods-producing. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Mining and logging. . . . . . . . . . . . . . . . . . . . . . . .
Construction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Manufacturing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Durable goods.......................... .
Nondurable goods. . . . . . . . . . . . . . . . . . . . . .
Private service-providing. . . . . . . . . . . . . . . . . . . .
Trade, transportation, and utilities. . . . . . .
Wholesale trade. . . . . . . . . . . . . . . . . . . . . . . . .
Retail trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Transportation and warehousing. . . . . .
Utilities................................... .
Information. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Financial activities. . . . . . . . . . . . . . . . . . . . . . . . .
Professional and business services. . . . .
Education and health services. . . . . . . . . . .
Leisure and hospitality. . . . . . . . . . . . . . . . . . . .
Other services. . . . . . . . . . . . . . . . . . . . . . . . . . . . .

102.5
89.5
82.2
96.5
86.2
84.5
89.2
105.9
97.8
93.8
91.9
118.8
99.4
85.9
106.5
112.5
124.8
93.3
98.4

107.7
92.9
88.1
99.7
89.4
87.2
93.7
112.0
103.0
98.0
96.1
129.0
99.6
92.5
108.5
119.6
127.6
108.9
104.1

108.4
92.6
90.0
98.6
89.5
87.2
93.5
112.8
103.2
98.4
96.3
128.8
99.6
92.3
108.5
120.0
127.9
111.9
105.1

109.0
93.3
90.3
99.5
90.1
88.1
93.8
113.2
103.0
99.0
95.9
128.6
99.8
93.4
108.7
120.3
128.4
115.2
105.5

0.6
0.8
0.3
0.9
0.7
1.0
0.3
0.4
-0.2
0.6
-0.4
-0.2
0.2
1.2
0.2
0.3
0.4
2.9
0.4

1

July
2020

May
2021

June
2021p

July
2021p

Percent
change
from:
June
2021 July
2021p

143.9
121.5
114.9
133.1
115.5
113.4
119.6
150.3
133.4
127.2
127.5
153.3
143.3
134.9
156.9
160.1
171.4
127.4
144.1

156.1
129.6
123.7
141.9
122.8
120.3
128.5
164.4
145.3
137.1
138.8
171.6
146.8
145.4
169.7
176.5
181.0
158.7
155.2

157.7
129.6
127.0
140.8
123.2
120.7
128.5
166.2
146.6
137.9
139.7
174.6
146.6
145.5
170.1
177.8
182.4
166.0
157.2

159.1
131.1
127.8
142.4
124.7
122.5
129.6
167.4
147.0
139.5
139.0
175.8
147.8
147.2
171.1
179.3
183.8
172.4
158.1

0.9
1.2
0.6
1.1
1.2
1.5
0.9
0.7
0.3
1.2
-0.5
0.7
0.8
1.2
0.6
0.8
0.8
3.9
0.6

The indexes of aggregate weekly hours are calculated by dividing the current month’s estimates of aggregate hours by the corresponding 2007
annual average aggregate hours. Aggregate hours estimates are the product of estimates of average weekly hours and employment.
2
The indexes of aggregate weekly payrolls are calculated by dividing the current month’s estimates of aggregate weekly payrolls by the
corresponding 2007 annual average aggregate weekly payrolls. Aggregate payrolls estimates are the product of estimates of average hourly
earnings, average weekly hours, and employment.
p Preliminary
NOTE: Data have been revised to reflect March 2020 benchmark levels and updated seasonal adjustment factors.

ESTABLISHMENT DATA
Table B-5. Employment of women on nonfarm payrolls by industry sector, seasonally adjusted
Women employees (in thousands)

Percent of all employees

Industry

July
2020

May
2021

June
2021p

July
2021p

July
2020

May
2021

June
2021p

July
2021p

Total nonfarm. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Total private. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Goods-producing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Mining and logging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Construction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Manufacturing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Durable goods................................. .
Nondurable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Private service-providing. . . . . . . . . . . . . . . . . . . . . . . . . . .
Trade, transportation, and utilities. . . . . . . . . . . . . .
Wholesale trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Retail trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Transportation and warehousing. . . . . . . . . . . . .
Utilities.......................................... .
Information........................................ .
Financial activities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Professional and business services. . . . . . . . . . . .
Education and health services. . . . . . . . . . . . . . . . . .
Leisure and hospitality. . . . . . . . . . . . . . . . . . . . . . . . . . .
Other services.................................... .
Government............................................ .

69,374
56,932
4,464
86
954
3,424
1,821
1,603
52,468
10,243
1,652.9
7,145.4
1,311.6
133.0
1,029
4,884
9,020
17,679
6,797
2,816
12,442

72,129
59,665
4,624
84
1,008
3,532
1,867
1,665
55,041
10,689
1,709.8
7,391.6
1,453.8
134.2
1,075
4,949
9,594
18,117
7,649
2,968
12,464

72,594
60,011
4,626
83
1,011
3,532
1,868
1,664
55,385
10,756
1,725.3
7,425.0
1,471.9
134.2
1,082
4,945
9,597
18,162
7,836
3,007
12,583

73,243
60,441
4,623
82
1,014
3,527
1,862
1,665
55,818
10,770
1,726.4
7,418.1
1,491.5
134.2
1,086
4,951
9,681
18,249
8,041
3,040
12,802

49.7
48.2
22.5
14.5
13.3
28.4
24.3
35.3
53.4
39.1
29.8
48.5
24.4
24.7
39.7
56.5
45.8
77.3
53.0
53.0
57.7

49.8
48.4
22.7
13.5
13.6
28.7
24.5
35.7
53.5
39.3
30.1
48.4
25.4
24.9
39.6
56.2
46.2
77.2
53.1
53.1
57.6

49.8
48.4
22.7
13.2
13.6
28.6
24.4
35.6
53.4
39.4
30.2
48.4
25.7
24.9
39.8
56.2
46.0
77.2
53.0
53.1
57.7

49.9
48.4
22.6
12.9
13.7
28.5
24.2
35.6
53.5
39.3
30.2
48.4
25.8
24.9
39.6
56.1
46.3
77.3
53.0
53.3
58.1

p Preliminary
NOTE: Data have been revised to reflect March 2020 benchmark levels and updated seasonal adjustment factors.

ESTABLISHMENT DATA
Table B-6. Employment of production and nonsupervisory employees on private nonfarm payrolls by industry
sector, seasonally adjusted1
[In thousands]
Industry

July
2020

May
2021

June
2021p

July
2021p

Total private. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Goods-producing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Mining and logging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Construction......................................................................... .
Manufacturing....................................................................... .
Durable goods.................................................................... .
Nondurable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Private service-providing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Trade, transportation, and utilities. . . . . . . . . . . . . . . . . . . . . . .......................... .
Wholesale trade.................................................................. .
Retail trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Transportation and warehousing............................................... .
Utilities............................................................................. .
Information........................................................................... .
Financial activities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Professional and business services.............................................. .
Education and health services.................................................... .
Leisure and hospitality. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Other services....................................................................... .

95,920
14,149
421
5,374
8,354
5,096
3,258
81,771
22,032
4,393.6
12,548.4
4,661.2
428.9
2,058
6,586
15,764
20,049
10,963
4,319

100,315
14,463
455
5,482
8,526
5,186
3,340
85,852
22,933
4,513.0
12,997.3
4,992.8
429.4
2,145
6,648
16,649
20,548
12,403
4,526

100,913
14,535
465
5,498
8,572
5,229
3,343
86,378
23,009
4,531.8
13,044.9
5,004.3
428.1
2,156
6,623
16,662
20,591
12,747
4,590

101,582
14,605
474
5,529
8,602
5,252
3,350
86,977
23,015
4,537.2
13,036.5
5,011.9
429.0
2,182
6,638
16,736
20,654
13,105
4,647

1

Data relate to production employees in mining and logging and manufacturing, construction employees in construction, and nonsupervisory
employees in the service-providing industries. These groups account for approximately four-fifths of the total employment on private nonfarm
payrolls.
p Preliminary
NOTE: Data have been revised to reflect March 2020 benchmark levels and updated seasonal adjustment factors.

ESTABLISHMENT DATA
Table B-7. Average weekly hours and overtime of production and nonsupervisory employees on private
nonfarm payrolls by industry sector, seasonally adjusted1
July
2020

May
2021

June
2021p

July
2021p

AVERAGE WEEKLY HOURS
Total private............................................................................ .
Goods-producing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Mining and logging............................................................... .
Construction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Manufacturing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Durable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nondurable goods............................................................. .
Private service-providing........................................................... .
Trade, transportation, and utilities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Wholesale trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Retail trade..................................................................... .
Transportation and warehousing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Utilities.......................................................................... .
Information........................................................................ .
Financial activities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Professional and business services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Education and health services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Leisure and hospitality. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Other services.................................................................... .

34.0
40.3
44.3
39.3
40.7
41.0
40.4
32.9
34.2
38.1
30.9
38.6
42.5
35.9
37.1
35.9
32.6
24.0
31.2

34.3
41.0
46.8
39.5
41.6
41.6
41.5
33.2
34.5
38.8
31.0
38.9
42.6
37.3
37.4
36.4
32.6
25.1
31.3

34.2
40.7
47.1
39.2
41.4
41.3
41.6
33.1
34.3
38.8
30.8
38.7
42.9
36.8
37.4
36.3
32.6
25.1
31.3

34.2
40.9
46.2
39.4
41.5
41.5
41.6
33.1
34.4
39.1
30.8
38.6
42.7
36.6
37.4
36.4
32.7
25.3
31.2

AVERAGE OVERTIME HOURS
Manufacturing.......................................................................... .
Durable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nondurable goods.................................................................. .

3.7
3.7
3.7

4.2
4.2
4.2

4.0
3.9
4.1

4.2
4.2
4.1

Industry

1

Data relate to production employees in mining and logging and manufacturing, construction employees in construction, and nonsupervisory
employees in the service-providing industries. These groups account for approximately four-fifths of the total employment on private nonfarm
payrolls.
p Preliminary
NOTE: Data have been revised to reflect March 2020 benchmark levels and updated seasonal adjustment factors.

ESTABLISHMENT DATA
Table B-8. Average hourly and weekly earnings of production and nonsupervisory employees on private
nonfarm payrolls by industry sector, seasonally adjusted1
Average hourly earnings

Average weekly earnings

Industry

July
2020

May
2021

June
2021p

July
2021p

July
2020

May
2021

June
2021p

July
2021p

Total private. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Goods-producing...................................... .
Mining and logging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Construction......................................... .
Manufacturing....................................... .
Durable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Nondurable goods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Private service-providing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Trade, transportation, and utilities................ .
Wholesale trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Retail trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Transportation and warehousing. . . . . . . . . . . . . . .
Utilities. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Information. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Financial activities.................................. .
Professional and business services. . . . . . . . . . . . . .
Education and health services.................... .
Leisure and hospitality............................. .
Other services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

$24.67
25.48
30.54
29.30
22.84
23.82
21.28
24.50
21.29
26.86
17.50
22.50
38.62
36.03
29.17
29.30
25.37
14.58
22.61

$25.60
26.32
30.94
30.32
23.60
24.62
22.00
25.45
22.20
27.51
18.42
23.60
39.70
36.83
30.44
30.40
26.56
15.84
23.13

$25.72
26.50
31.01
30.51
23.78
24.83
22.14
25.56
22.34
27.57
18.58
23.75
39.69
37.13
30.35
30.49
26.71
16.24
23.17

$25.83
26.59
31.25
30.60
23.86
24.87
22.28
25.68
22.48
27.81
18.62
23.96
39.78
37.18
30.50
30.61
26.89
16.47
23.20

$838.78
1,026.84
1,352.92
1,151.49
929.59
976.62
859.71
806.05
728.12
1,023.37
540.75
868.50
1,641.35
1,293.48
1,082.21
1,051.87
827.06
349.92
705.43

$878.08
1,079.12
1,447.99
1,197.64
981.76
1,024.19
913.00
844.94
765.90
1,067.39
571.02
918.04
1,691.22
1,373.76
1,138.46
1,106.56
865.86
397.58
723.97

$879.62
1,078.55
1,460.57
1,195.99
984.49
1,025.48
921.02
846.04
766.26
1,069.72
572.26
919.13
1,702.70
1,366.38
1,135.09
1,106.79
870.75
407.62
725.22

$883.39
1,087.53
1,443.75
1,205.64
990.19
1,032.11
926.85
850.01
773.31
1,087.37
573.50
924.86
1,698.61
1,360.79
1,140.70
1,114.20
879.30
416.69
723.84

1

Data relate to production employees in mining and logging and manufacturing, construction employees in construction, and nonsupervisory
employees in the service-providing industries. These groups account for approximately four-fifths of the total employment on private nonfarm
payrolls.
p Preliminary
NOTE: Data have been revised to reflect March 2020 benchmark levels and updated seasonal adjustment factors.

ESTABLISHMENT DATA
Table B-9. Indexes of aggregate weekly hours and payrolls for production and nonsupervisory employees on
private nonfarm payrolls by industry sector, seasonally adjusted1
[2002=100]
Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Industry

July
2020

May
2021

June
2021p

July
2021p

Percent
change
from:
June
2021 July
2021p

Total private. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Goods-producing. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Mining and logging. . . . . . . . . . . . . . . . . . . . . . . .
Construction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Manufacturing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Durable goods.......................... .
Nondurable goods. . . . . . . . . . . . . . . . . . . . . .
Private service-providing. . . . . . . . . . . . . . . . . . . .
Trade, transportation, and utilities. . . . . . .
Wholesale trade. . . . . . . . . . . . . . . . . . . . . . . . .
Retail trade. . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Transportation and warehousing. . . . . .
Utilities................................... .
Information. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Financial activities. . . . . . . . . . . . . . . . . . . . . . . . .
Professional and business services. . . . .
Education and health services. . . . . . . . . . .
Leisure and hospitality. . . . . . . . . . . . . . . . . . . .
Other services. . . . . . . . . . . . . . . . . . . . . . . . . . . . .

108.7
87.1
99.1
105.7
78.1
78.5
77.6
114.6
105.4
99.3
98.1
136.2
93.2
84.3
115.0
126.5
139.4
96.4
94.5

114.7
90.6
113.2
108.4
81.4
81.0
81.7
121.4
110.6
103.9
102.0
147.0
93.5
91.3
117.0
135.5
142.8
114.0
99.4

115.0
90.4
116.4
107.9
81.5
81.1
81.9
121.8
110.4
104.4
101.7
146.6
93.9
90.6
116.6
135.2
143.1
117.2
100.8

115.8
91.3
116.4
109.1
81.9
81.9
82.1
122.7
110.7
105.3
101.6
146.4
93.7
91.1
116.8
136.2
144.0
121.4
101.7

0.7
1.0
0.0
1.1
0.5
1.0
0.2
0.7
0.3
0.9
-0.1
-0.1
-0.2
0.6
0.2
0.7
0.6
3.6
0.9

1

July
2020

May
2021

June
2021p

July
2021p

Percent
change
from:
June
2021 July
2021p

179.2
135.9
176.0
167.3
116.6
116.7
116.6
192.6
160.3
157.5
147.1
195.0
150.3
150.4
206.4
220.5
233.4
159.6
155.7

196.2
146.0
203.6
177.5
125.7
124.6
127.0
212.0
175.5
168.7
160.9
220.8
155.0
166.5
219.1
245.0
250.4
205.1
167.4

197.7
146.7
209.9
177.8
126.7
125.8
128.2
213.6
176.2
169.8
161.9
221.6
155.6
166.5
217.7
245.2
252.3
216.1
170.1

199.9
148.6
211.5
180.2
127.9
127.1
129.3
216.1
177.9
172.8
162.1
223.3
155.5
167.8
219.3
247.9
255.6
227.2
171.9

1.1
1.3
0.8
1.3
0.9
1.0
0.9
1.2
1.0
1.8
0.1
0.8
-0.1
0.8
0.7
1.1
1.3
5.1
1.1

Data relate to production employees in mining and logging and manufacturing, construction employees in construction, and nonsupervisory
employees in the service-providing industries. These groups account for approximately four-fifths of the total employment on private nonfarm
payrolls.
2
The indexes of aggregate weekly hours are calculated by dividing the current month’s estimates of aggregate hours by the corresponding 2002
annual average aggregate hours. Aggregate hours estimates are the product of estimates of average weekly hours and employment.
3
The indexes of aggregate weekly payrolls are calculated by dividing the current month’s estimates of aggregate weekly payrolls by the
corresponding 2002 annual average aggregate weekly payrolls. Aggregate payrolls estimates are the product of estimates of average hourly
earnings, average weekly hours, and employment.
p Preliminary
NOTE: Data have been revised to reflect March 2020 benchmark levels and updated seasonal adjustment factors.