Table Data - All Employees: Professional and Business Services: Employment Services in Riverside-San Bernardino-Ontario, CA (MSA)

Title All Employees: Professional and Business Services: Employment Services in Riverside-San Bernardino-Ontario, CA (MSA)
Series ID SMU06401406056130001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-07-01
Last Updated 2026-08-21 7:23 PM CDT
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 7.85861328408849
1990-02-01 7.96161021600683
1990-03-01 8.09962869815349
1990-04-01 8.04542625690182
1990-05-01 7.88255514897218
1990-06-01 8.09175134628767
1990-07-01 8.19144783377568
1990-08-01 7.96907987384235
1990-09-01 8.07008231291691
1990-10-01 8.11210188733602
1990-11-01 8.42497621767668
1990-12-01 8.87531325436134
1991-01-01 9.23141123266809
1991-02-01 8.78943056380987
1991-03-01 8.92357087358812
1991-04-01 9.58029945359679
1991-05-01 9.19108321854064
1991-06-01 9.08896400724089
1991-07-01 8.98130769384260
1991-08-01 9.12600472072012
1991-09-01 9.11189332016163
1991-10-01 9.46172226246727
1991-11-01 9.39213165188237
1991-12-01 9.37749742316888
1992-01-01 9.89804644938634
1992-02-01 9.82987886652889
1992-03-01 9.94546072102931
1992-04-01 10.31483397554250
1992-05-01 10.68386428485380
1992-06-01 10.57581535230880
1992-07-01 11.47102460587310
1992-08-01 12.01400244327630
1992-09-01 12.15628548780300
1992-10-01 12.44546932189170
1992-11-01 12.50534287521620
1992-12-01 12.82210786696660
1993-01-01 12.99655952457130
1993-02-01 13.46967185968110
1993-03-01 13.21730898139600
1993-04-01 13.30900344092560
1993-05-01 13.38944762631470
1993-06-01 13.34527239134280
1993-07-01 13.33247113684440
1993-08-01 13.77554174392020
1993-09-01 14.04817466561310
1993-10-01 13.92847745030570
1993-11-01 13.95566233281190
1993-12-01 13.88198156858130
1994-01-01 11.50115478346540
1994-02-01 11.82062824574930
1994-03-01 12.23678639655220
1994-04-01 13.14250893737600
1994-05-01 12.77456348185850
1994-06-01 13.02517835719480
1994-07-01 13.40311938166030
1994-08-01 13.22700438583110
1994-09-01 13.45804478077400
1994-10-01 13.48828097931520
1994-11-01 13.94908270953660
1994-12-01 14.52300996213120
1995-01-01 14.12471639455560
1995-02-01 13.69873157052000
1995-03-01 14.43753165048230
1995-04-01 14.29504417569940
1995-05-01 14.48841696691220
1995-06-01 14.69486119077100
1995-07-01 14.44261119858470
1995-08-01 14.03503071640270
1995-09-01 14.33263104933020
1995-10-01 14.41115651930810
1995-11-01 14.53298439603310
1995-12-01 14.63000402963560
1996-01-01 14.49857805390750
1996-02-01 14.44403167793650
1996-03-01 15.00000124015170
1996-04-01 14.31942098755530
1996-05-01 14.18839774842410
1996-06-01 14.28234707178710
1996-07-01 16.29622953757700
1996-08-01 16.27493433792900
1996-09-01 16.85259075063430
1996-10-01 17.23712689033790
1996-11-01 17.19189643208100
1996-12-01 18.22777432328500
1997-01-01 19.31728188279300
1997-02-01 19.26407164649820
1997-03-01 19.68687260888560
1997-04-01 20.11262212185860
1997-05-01 20.60668852342160
1997-06-01 21.02525950217060
1997-07-01 22.90650635729250
1997-08-01 22.54785279660040
1997-09-01 22.70556530101020
1997-10-01 22.98124220310850
1997-11-01 22.89700118589700
1997-12-01 22.87922303426490
1998-01-01 23.38858975133810
1998-02-01 24.41279355223980
1998-03-01 24.52428902980130
1998-04-01 25.42510133967160
1998-05-01 26.01275975041230
1998-06-01 26.38617969569780
1998-07-01 26.55628998957120
1998-08-01 27.09348234673590
1998-09-01 26.87279622215400
1998-10-01 27.37465869011220
1998-11-01 27.94103691808020
1998-12-01 28.43621461750950
1999-01-01 28.66117526128870
1999-02-01 28.52750799781360
1999-03-01 29.33456118714090
1999-04-01 28.68456338100750
1999-05-01 28.47400645919820
1999-06-01 28.86063910659170
1999-07-01 29.00229364030490
1999-08-01 29.00103704767700
1999-09-01 29.55789117846020
1999-10-01 30.49771274923990
1999-11-01 30.48139344868970
1999-12-01 31.55413124475810
2000-01-01 31.66263678749370
2000-02-01 31.52075108955610
2000-03-01 32.09754990691290
2000-04-01 33.83234692093520
2000-05-01 33.17887663176170
2000-06-01 32.69146062296130
2000-07-01 32.49769468323410
2000-08-01 32.95455492963300
2000-09-01 33.66295852732650
2000-10-01 33.21176167650050
2000-11-01 33.61643330096020
2000-12-01 33.33389402692540
2001-01-01 32.81754242583710
2001-02-01 33.12822915924290
2001-03-01 32.94313546258240
2001-04-01 33.00154097897500
2001-05-01 33.04613929436680
2001-06-01 34.52997046973290
2001-07-01 33.67201581350700
2001-08-01 33.31884707743050
2001-09-01 33.51939461927650
2001-10-01 31.71975942405450
2001-11-01 30.55215409768980
2001-12-01 29.93688041699990
2002-01-01 31.38162339480550
2002-02-01 32.04126931818180
2002-03-01 31.87256250764470
2002-04-01 31.36192379871240
2002-05-01 32.28199255501590
2002-06-01 32.45280688179240
2002-07-01 32.97352568382390
2002-08-01 33.44110853006810
2002-09-01 33.74724397747210
2002-10-01 33.37486433256940
2002-11-01 34.57060118794990
2002-12-01 34.51490231083340
2003-01-01 35.22497118952210
2003-02-01 34.74653324861060
2003-03-01 35.41621180810390
2003-04-01 35.74716948567510
2003-05-01 36.42359030970770
2003-06-01 37.25397388754370
2003-07-01 40.19965453988880
2003-08-01 39.02071663832140
2003-09-01 40.65547931937900
2003-10-01 41.82776238979390
2003-11-01 42.24812068187400
2003-12-01 43.03020799200540
2004-01-01 41.28458242622120
2004-02-01 41.48903820368620
2004-03-01 42.96125573679210
2004-04-01 44.31855582216940
2004-05-01 44.74460161870680
2004-06-01 45.02334875298370
2004-07-01 43.88797659073390
2004-08-01 44.28608829455680
2004-09-01 43.56649626469990
2004-10-01 44.06241471722260
2004-11-01 43.89945270962800
2004-12-01 44.53320654351290
2005-01-01 44.84387114363990
2005-02-01 46.34495072825940
2005-03-01 47.50210718845070
2005-04-01 47.39488014981410
2005-05-01 46.30707414063890
2005-06-01 46.57816932463970
2005-07-01 47.00137939575140
2005-08-01 47.80075506569320
2005-09-01 47.96972314163270
2005-10-01 47.42814403377300
2005-11-01 47.59235158528790
2005-12-01 47.33046957587870
2006-01-01 49.26591689068920
2006-02-01 48.95678575265070
2006-03-01 49.21279116261890
2006-04-01 49.65168587547690
2006-05-01 49.53828008596000
2006-06-01 49.75209082303310
2006-07-01 50.59215663948770
2006-08-01 50.11879429071160
2006-09-01 50.80992086768030
2006-10-01 51.64267566233680
2006-11-01 51.83966472600530
2006-12-01 51.81626182095950
2007-01-01 53.37335022491430
2007-02-01 53.58334538342880
2007-03-01 54.29473345266770
2007-04-01 53.44175337475240
2007-05-01 54.18189836140490
2007-06-01 53.36377712887150
2007-07-01 53.38903530854240
2007-08-01 52.99279974320120
2007-09-01 52.76456796951160
2007-10-01 52.91722521580530
2007-11-01 52.56010941006190
2007-12-01 52.62797966108780
2008-01-01 48.73034129515810
2008-02-01 48.46870677965260
2008-03-01 46.65827587892100
2008-04-01 46.15160017352900
2008-05-01 45.47165732529420
2008-06-01 47.34220189066860
2008-07-01 46.55954000050510
2008-08-01 45.60591943861320
2008-09-01 45.17220961425110
2008-10-01 44.47492970112250
2008-11-01 43.93122467186470
2008-12-01 43.52148815758050
2009-01-01 41.88562527327520
2009-02-01 40.59707472844910
2009-03-01 40.33979742376000
2009-04-01 39.14746599575170
2009-05-01 37.73533693231910
2009-06-01 36.57983411991450
2009-07-01 35.33791118186550
2009-08-01 34.69088597318220
2009-09-01 34.02842988482530
2009-10-01 33.49610798550630
2009-11-01 32.95043021848380
2009-12-01 33.40341957933540
2010-01-01 33.98824683270360
2010-02-01 34.30512020978040
2010-03-01 34.86013228812570
2010-04-01 35.86561658605260
2010-05-01 36.67014663160840
2010-06-01 37.52963306803540
2010-07-01 37.44978258099640
2010-08-01 37.70817639632990
2010-09-01 38.00090124363590
2010-10-01 38.83448459564860
2010-11-01 39.36182173375030
2010-12-01 40.27337258108430
2011-01-01 37.43649420796030
2011-02-01 37.80349701686780
2011-03-01 38.07124806708630
2011-04-01 37.90377185378770
2011-05-01 37.21893828698180
2011-06-01 36.76513071094390
2011-07-01 37.49115621779980
2011-08-01 38.96615070737120
2011-09-01 39.45108822210340
2011-10-01 38.03504456652250
2011-11-01 38.50265896103790
2011-12-01 38.55023531672150
2012-01-01 39.40155168043960
2012-02-01 39.57724352237940
2012-03-01 39.27051633882310
2012-04-01 37.59856873281290
2012-05-01 37.67066185202250
2012-06-01 37.65784597253600
2012-07-01 37.08822449065680
2012-08-01 35.87778687114080
2012-09-01 34.80863497338680
2012-10-01 34.99000503946310
2012-11-01 34.42328621313460
2012-12-01 32.77750794670400
2013-01-01 35.17839610684730
2013-02-01 36.65061218585350
2013-03-01 35.92016147317710
2013-04-01 37.21407552343420
2013-05-01 37.87171731494390
2013-06-01 38.02385784104010
2013-07-01 39.07509443732480
2013-08-01 39.82950374392680
2013-09-01 39.91141753356880
2013-10-01 37.95469548690720
2013-11-01 37.66989615005790
2013-12-01 37.14523347928100
2014-01-01 36.06346766455560
2014-02-01 37.09867012778090
2014-03-01 38.30528097054490
2014-04-01 40.61620875593920
2014-05-01 40.03374254091330
2014-06-01 40.21592918737440
2014-07-01 40.37836170077800
2014-08-01 41.05747176022280
2014-09-01 41.71049360467020
2014-10-01 43.80308223597730
2014-11-01 50.43211732604210
2014-12-01 53.33858477332320
2015-01-01 49.62977118568880
2015-02-01 45.86207215420420
2015-03-01 45.65926270847230
2015-04-01 47.84046552899880
2015-05-01 48.01457935309510
2015-06-01 48.37069975874850
2015-07-01 47.21208321734140
2015-08-01 46.20779937410180
2015-09-01 45.47822961818650
2015-10-01 49.67381682852330
2015-11-01 57.67291719858990
2015-12-01 61.62908442835920
2016-01-01 51.79959719082250
2016-02-01 47.47889540109420
2016-03-01 44.39182167646090
2016-04-01 44.28617716245510
2016-05-01 43.76554916987790
2016-06-01 43.32192802391160
2016-07-01 43.98467210825200
2016-08-01 44.05809060266930
2016-09-01 44.52849352673350
2016-10-01 43.20481074013320
2016-11-01 42.65674775038220
2016-12-01 43.42139925588730
2017-01-01 45.61806610900430
2017-02-01 44.96266494168320
2017-03-01 46.44257848525300
2017-04-01 41.81769319543210
2017-05-01 43.01125743686870
2017-06-01 43.55332928541530
2017-07-01 43.13694077845110
2017-08-01 43.56174396686260
2017-09-01 43.23521837347640
2017-10-01 42.66594345423050
2017-11-01 43.50217342078470
2017-12-01 43.69686348727410
2018-01-01 42.87813984834860
2018-02-01 43.48249109823600
2018-03-01 44.21209765232120
2018-04-01 43.16223530101490
2018-05-01 42.81231266694780
2018-06-01 43.01673638583660
2018-07-01 43.04271302746510
2018-08-01 43.24871688180740
2018-09-01 43.07320666291080
2018-10-01 42.78079427180610
2018-11-01 43.05295966812000
2018-12-01 42.90040380366410
2019-01-01 41.72642259092130
2019-02-01 41.20643973413160
2019-03-01 42.92898382024350
2019-04-01 44.00952831017490
2019-05-01 44.31495373844700
2019-06-01 44.98853797269310
2019-07-01 45.15843863922220
2019-08-01 45.66680874928520
2019-09-01 44.74843594449870
2019-10-01 47.72370013847040
2019-11-01 49.11513724317110
2019-12-01 48.38594489265830
2020-01-01 47.44122532633550
2020-02-01 47.86061148628200
2020-03-01 47.32250601069900
2020-04-01 35.40529986662380
2020-05-01 38.16805863322130
2020-06-01 40.41941489331480
2020-07-01 42.23671577318210
2020-08-01 44.09472506855350
2020-09-01 45.27060430111710
2020-10-01 46.86676031318440
2020-11-01 47.15776614472630
2020-12-01 47.51811387337420
2021-01-01 51.44794144792610
2021-02-01 52.98904217866810
2021-03-01 53.49852111999780
2021-04-01 54.80285036184020
2021-05-01 55.67629167792980
2021-06-01 54.30728940373860
2021-07-01 55.35711034619630
2021-08-01 54.70669656998290
2021-09-01 53.36492208232730
2021-10-01 56.20618700170010
2021-11-01 57.24564937323280
2021-12-01 57.15897108482920
2022-01-01 58.93226040981020
2022-02-01 59.23549613372050
2022-03-01 59.03278657098160
2022-04-01 59.18935085716190
2022-05-01 58.29919915299790
2022-06-01 57.66354428814960
2022-07-01 57.29475782166300
2022-08-01 56.64425831944410
2022-09-01 55.32161321289170
2022-10-01 53.83138283660000
2022-11-01 53.32728076477510
2022-12-01 52.62559865978960
2023-01-01 51.18529194387220
2023-02-01 50.71832838609510
2023-03-01 50.88504505677560
2023-04-01 49.73705189445670
2023-05-01 49.97066910654130
2023-06-01 49.48200613578600
2023-07-01 47.55113830212860
2023-08-01 48.86594793657180
2023-09-01 48.46369914171740
2023-10-01 48.09819995431250
2023-11-01 48.49088756021700
2023-12-01 47.23738500703850
2024-01-01 47.48111301279120
2024-02-01 46.55063262542140
2024-03-01 46.86112140443550
2024-04-01 46.02686095667490
2024-05-01 45.65490882045690
2024-06-01 45.86796784913840
2024-07-01 45.88784845257460
2024-08-01 45.65331994088980
2024-09-01 46.17123940381110
2024-10-01 46.44524688764880
2024-11-01 46.37292375791210
2024-12-01 46.68012689865970
2025-01-01 46.16260577427970
2025-02-01 46.39968414332020
2025-03-01 46.18475790798760
2025-04-01 45.76198415914960
2025-05-01 44.98259771891990
2025-06-01 44.57020208896580
2025-07-01 43.35676332002190
2025-08-01 44.70316427615490
2025-09-01 45.00771422127470
2025-10-01 44.02982090229730
2025-11-01 43.10124838192270
2025-12-01 43.75784012020750
2026-01-01 44.06523903993730
2026-02-01 44.02110751332790
2026-03-01 43.90503096277370
2026-04-01 44.28638992229880
2026-05-01 44.37001781266550
2026-06-01 44.44942555452740
2026-07-01 43.69784475481030

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