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 2026-05-01
Last Updated 2026-06-24 10:46 AM 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 7.85861667740559
1990-02-01 7.96162109958228
1990-03-01 8.09963623070938
1990-04-01 8.04543424250662
1990-05-01 7.88256235389008
1990-06-01 8.09175609654353
1990-07-01 8.19145042262632
1990-08-01 7.96908012662926
1990-09-01 8.07008037558513
1990-10-01 8.11209811260560
1990-11-01 8.42497077412369
1990-12-01 8.87527311110215
1991-01-01 9.23141866966697
1991-02-01 8.78944440163286
1991-03-01 8.92357942214629
1991-04-01 9.58030880470451
1991-05-01 9.19109131975829
1991-06-01 9.08896904853054
1991-07-01 8.98131000891427
1991-08-01 9.12600426859986
1991-09-01 9.11189029705464
1991-10-01 9.46171682720743
1991-11-01 9.39212390776680
1991-12-01 9.37745447894220
1992-01-01 9.89805858131403
1992-02-01 9.82989790910601
1992-03-01 9.94547091026323
1992-04-01 10.31484418133890
1992-05-01 10.68387284212950
1992-06-01 10.57581962152650
1992-07-01 11.47102602281380
1992-08-01 12.01400226289280
1992-09-01 12.15627933120810
1992-10-01 12.44545930683530
1992-11-01 12.50532839205260
1992-12-01 12.82205551518980
1993-01-01 12.99658066101350
1993-02-01 13.46970105612400
1993-03-01 13.21732355637610
1993-04-01 13.30901591471770
1993-05-01 13.38945624172500
1993-06-01 13.34527421803480
1993-07-01 13.33247110909360
1993-08-01 13.77554250961780
1993-09-01 14.04816586160660
1993-10-01 13.92846447432930
1993-11-01 13.95564436679110
1993-12-01 13.88193666712280
1994-01-01 11.50117332310750
1994-02-01 11.82065432444570
1994-03-01 12.23679941006320
1994-04-01 13.14251971567730
1994-05-01 12.77456931198640
1994-06-01 13.02517665865890
1994-07-01 13.40311827809920
1994-08-01 13.22700691942320
1994-09-01 13.45803641230890
1994-10-01 13.48826884384150
1994-11-01 13.94906455870170
1994-12-01 14.52297459116630
1995-01-01 14.12473881974690
1995-02-01 13.69875802258270
1995-03-01 14.43754480310430
1995-04-01 14.29505279286610
1995-05-01 14.48842077206690
1995-06-01 14.69485613200470
1995-07-01 14.44260965451970
1995-08-01 14.03503423572740
1995-09-01 14.33262411919300
1995-10-01 14.41114707972090
1995-11-01 14.53297097955970
1995-12-01 14.62997933855520
1996-01-01 14.49859478801490
1996-02-01 14.44405270100720
1996-03-01 15.00001077544810
1996-04-01 14.31942645533090
1996-05-01 14.18839927635730
1996-06-01 14.28234070251670
1996-07-01 16.29622782453740
1996-08-01 16.27493998016400
1996-09-01 16.85258554464930
1996-10-01 17.23712014640070
1996-11-01 17.19188731079940
1996-12-01 18.22775729072290
1997-01-01 19.31729382240600
1997-02-01 19.26408835648610
1997-03-01 19.68688010485580
1997-04-01 20.11262594062800
1997-05-01 20.60668822526880
1997-06-01 21.02525124398460
1997-07-01 22.90650524976360
1997-08-01 22.54785933707530
1997-09-01 22.70556222638390
1997-10-01 22.98123827469860
1997-11-01 22.89699642079680
1997-12-01 22.87921723101930
1998-01-01 23.38859100542180
1998-02-01 24.41280349761500
1998-03-01 24.52429289356740
1998-04-01 25.42510283375010
1998-05-01 26.01275829761390
1998-06-01 26.38617365359370
1998-07-01 26.55629006305850
1998-08-01 27.09348733603510
1998-09-01 26.87279582113320
1998-10-01 27.37465761242750
1998-11-01 27.94103428503100
1998-12-01 28.43621308302560
1999-01-01 28.66117449160080
1999-02-01 28.52751290359210
1999-03-01 29.33456198964660
1999-04-01 28.68456301216200
1999-05-01 28.47400486745000
1999-06-01 28.86063687820630
1999-07-01 29.00229429484960
1999-08-01 29.00103809867440
1999-09-01 29.55789225678270
1999-10-01 30.49771328491710
1999-11-01 30.48139269870170
1999-12-01 31.55413050827010
2000-01-01 31.66263601865710
2000-02-01 31.52075379895050
2000-03-01 32.09754928022700
2000-04-01 33.83234615077230
2000-05-01 33.17887592573410
2000-06-01 32.69146008541180
2000-07-01 32.49769457697830
2000-08-01 32.95455534000320
2000-09-01 33.66295906990570
2000-10-01 33.21176187196270
2000-11-01 33.61643326513750
2000-12-01 33.33389372833970
2001-01-01 32.81754211627380
2001-02-01 33.12823064903330
2001-03-01 32.94313518112100
2001-04-01 33.00154062288280
2001-05-01 33.04613903795030
2001-06-01 34.52997015141930
2001-07-01 33.67201568456620
2001-08-01 33.31884708805380
2001-09-01 33.51939475816670
2001-10-01 31.71975943646730
2001-11-01 30.55215418800890
2001-12-01 29.93688045177440
2002-01-01 31.38162350367880
2002-02-01 32.04126947614400
2002-03-01 31.87256259991620
2002-04-01 31.36192369956590
2002-05-01 32.28199246504510
2002-06-01 32.45280669193420
2002-07-01 32.97352562878840
2002-08-01 33.44110849272100
2002-09-01 33.74724401760140
2002-10-01 33.37486433503090
2002-11-01 34.57060132625000
2002-12-01 34.51490236362760
2003-01-01 35.22497123270180
2003-02-01 34.74653328660390
2003-03-01 35.41621183922910
2003-04-01 35.74716934716430
2003-05-01 36.42359025619430
2003-06-01 37.25397377271700
2003-07-01 40.19965452905370
2003-08-01 39.02071664192990
2003-09-01 40.65547940291070
2003-10-01 41.82776244738660
2003-11-01 42.24812081494980
2003-12-01 43.03020804247970
2004-01-01 41.28458241382570
2004-02-01 41.48903816583330
2004-03-01 42.96125572273550
2004-04-01 44.31855565100740
2004-05-01 44.74460153623920
2004-06-01 45.02334861879610
2004-07-01 43.88797658667720
2004-08-01 44.28608835946660
2004-09-01 43.56649639272710
2004-10-01 44.06241484081550
2004-11-01 43.89945290461690
2004-12-01 44.53320691737480
2005-01-01 44.84387041224470
2005-02-01 46.34495089114760
2005-03-01 47.50210722820450
2005-04-01 47.39488013698240
2005-05-01 46.30707366505720
2005-06-01 46.57816898165300
2005-07-01 47.00137953253670
2005-08-01 47.80075527818350
2005-09-01 47.96972341764810
2005-10-01 47.42814433216740
2005-11-01 47.59235190351100
2005-12-01 47.33047052412720
2006-01-01 49.26591523053470
2006-02-01 48.95678608599080
2006-03-01 49.21279114832280
2006-04-01 49.65168579984520
2006-05-01 49.53827870605470
2006-06-01 49.75208979216560
2006-07-01 50.59215695164770
2006-08-01 50.11879516558330
2006-09-01 50.80992211922280
2006-10-01 51.64267681243830
2006-11-01 51.83966540064380
2006-12-01 51.81626317985950
2007-01-01 53.37334706217750
2007-02-01 53.58334557511310
2007-03-01 54.29473294595600
2007-04-01 53.44175267552560
2007-05-01 54.18189501933620
2007-06-01 53.36377465365530
2007-07-01 53.38903616303030
2007-08-01 52.99280282636000
2007-09-01 52.76457191160650
2007-10-01 52.91722835295810
2007-11-01 52.56011070112220
2007-12-01 52.62798067949430
2008-01-01 48.73033394156250
2008-02-01 48.46870733948820
2008-03-01 46.65827508600880
2008-04-01 46.15159864467960
2008-05-01 45.47165418210510
2008-06-01 47.34219657193210
2008-07-01 46.55953995037750
2008-08-01 45.60592127243870
2008-09-01 45.17222946555440
2008-10-01 44.47492913225370
2008-11-01 43.93122303191820
2008-12-01 43.52148666286280
2009-01-01 41.88561425721510
2009-02-01 40.59707528579450
2009-03-01 40.33979764527830
2009-04-01 39.14746556196210
2009-05-01 37.73533454800010
2009-06-01 36.57982755163470
2009-07-01 35.33791017104830
2009-08-01 34.69088630192330
2009-09-01 34.02845749878410
2009-10-01 33.49610682137450
2009-11-01 32.95043049625390
2009-12-01 33.40340799370640
2010-01-01 33.98823755928910
2010-02-01 34.30512207425930
2010-03-01 34.86013312369970
2010-04-01 35.86561545052630
2010-05-01 36.67014143792930
2010-06-01 37.52961972792930
2010-07-01 37.44977600681790
2010-08-01 37.70817656236030
2010-09-01 38.00095604351830
2010-10-01 38.83449331367300
2010-11-01 39.36182906382650
2010-12-01 40.27334214489930
2011-01-01 37.43650151886020
2011-02-01 37.80347599232290
2011-03-01 38.07122185222190
2011-04-01 37.90379645820850
2011-05-01 37.21890830993750
2011-06-01 36.76510115437390
2011-07-01 37.49114507442200
2011-08-01 38.96616304611040
2011-09-01 39.45117718726090
2011-10-01 38.03508932768280
2011-11-01 38.50271306783280
2011-12-01 38.55016171417670
2012-01-01 39.40159671294950
2012-02-01 39.57716015242850
2012-03-01 39.27039608657560
2012-04-01 37.59862444765100
2012-05-01 37.67061640276100
2012-06-01 37.65779939783780
2012-07-01 37.08819548887940
2012-08-01 35.87777086731140
2012-09-01 34.80888909947590
2012-10-01 34.99001686743170
2012-11-01 34.42347263825610
2012-12-01 32.77734975738300
2013-01-01 35.17845383386970
2013-02-01 36.65045897294730
2013-03-01 35.91986088877450
2013-04-01 37.21418160191640
2013-05-01 37.87168054860070
2013-06-01 38.02382053524190
2013-07-01 39.07506612685040
2013-08-01 39.82947991773020
2013-09-01 39.91191753629460
2013-10-01 37.95469224687090
2013-11-01 37.67025139644920
2013-12-01 37.14493935639410
2014-01-01 36.06351803388240
2014-02-01 37.09839760580230
2014-03-01 38.30467066022710
2014-04-01 40.61642629973690
2014-05-01 40.03377328309190
2014-06-01 40.21593548463750
2014-07-01 40.37835820568210
2014-08-01 41.05745577897770
2014-09-01 41.71122578059270
2014-10-01 43.80303581005300
2014-11-01 50.43272778968370
2014-12-01 53.33801489522540
2015-01-01 49.62975107002520
2015-02-01 45.86159007937220
2015-03-01 45.65824875377450
2015-04-01 47.84085308681630
2015-05-01 48.01473186533330
2015-06-01 48.37081247479920
2015-07-01 47.21216639168700
2015-08-01 46.20785989908590
2015-09-01 45.47905611140530
2015-10-01 49.67377477483160
2015-11-01 57.67356509246400
2015-12-01 61.62834553298810
2016-01-01 51.79940994613400
2016-02-01 47.47825218253190
2016-03-01 44.39073818752340
2016-04-01 44.28664114777770
2016-05-01 43.76583599583400
2016-06-01 43.32214774742020
2016-07-01 43.98483879391810
2016-08-01 44.05820399791890
2016-09-01 44.52928879292680
2016-10-01 43.20471509345430
2016-11-01 42.65712902036430
2016-12-01 43.42083688946790
2017-01-01 45.61766156425550
2017-02-01 44.96185540732010
2017-03-01 46.44176273023850
2017-04-01 41.81817315805570
2017-05-01 43.01169256360430
2017-06-01 43.55369881551700
2017-07-01 43.13722259095000
2017-08-01 43.56192838443600
2017-09-01 43.23573864426960
2017-10-01 42.66579026448870
2017-11-01 43.50224780234510
2017-12-01 43.69629857540390
2018-01-01 42.87759477627700
2018-02-01 43.48165963760180
2018-03-01 44.21192965306970
2018-04-01 43.16288663916910
2018-05-01 42.81289049435820
2018-06-01 43.01713056331790
2018-07-01 43.04293896948470
2018-08-01 43.24880486660260
2018-09-01 43.07339935880600
2018-10-01 42.78050426850590
2018-11-01 43.05266900395540
2018-12-01 42.89984770371080
2019-01-01 41.72588939722990
2019-02-01 41.20586472205900
2019-03-01 42.92975964773180
2019-04-01 44.01051070031470
2019-05-01 44.31565236702240
2019-06-01 44.98871153806640
2019-07-01 45.15828122216640
2019-08-01 45.66661050802710
2019-09-01 44.74828972828280
2019-10-01 47.72264840299550
2019-11-01 49.11460940595530
2019-12-01 48.38535844706490
2020-01-01 47.44081856916070
2020-02-01 47.86045203689890
2020-03-01 47.32608832701280
2020-04-01 35.40629292532830
2020-05-01 38.16892375610620
2020-06-01 40.41991217684210
2020-07-01 42.23231161543030
2020-08-01 44.09495834294650
2020-09-01 45.27088137469610
2020-10-01 46.86510391341900
2020-11-01 47.15646689976880
2020-12-01 47.51695816221630
2021-01-01 51.44709183928810
2021-02-01 52.98938102744340
2021-03-01 53.50735637255010
2021-04-01 54.80809883181220
2021-05-01 55.68090849783550
2021-06-01 54.30931394308100
2021-07-01 55.34431501450520
2021-08-01 54.70467720662240
2021-09-01 53.36315072049690
2021-10-01 56.20171752949160
2021-11-01 57.24148962267350
2021-12-01 57.15463985404530
2022-01-01 58.92937528096820
2022-02-01 59.23717457162580
2022-03-01 59.05072921572380
2022-04-01 59.20664696483360
2022-05-01 58.31763206214710
2022-06-01 57.67603138418160
2022-07-01 57.25831738660480
2022-08-01 56.63824085261220
2022-09-01 55.31730719614920
2022-10-01 53.81902301510120
2022-11-01 53.32007680980440
2022-12-01 52.61294773718590
2023-01-01 51.17758970384730
2023-02-01 50.72119074770800
2023-03-01 50.90743369097530
2023-04-01 49.76449195588350
2023-05-01 50.02231957390530
2023-06-01 49.52593819664000
2023-07-01 47.48218489528080
2023-08-01 48.84336917223900
2023-09-01 48.45472224613670
2023-10-01 48.07519594937350
2023-11-01 48.47838202238140
2023-12-01 47.21678976271740
2024-01-01 47.47122211945250
2024-02-01 46.56081363364440
2024-03-01 46.89127681891030
2024-04-01 46.05341947477820
2024-05-01 45.75483945270380
2024-06-01 45.95684355762360
2024-07-01 45.74848567517830
2024-08-01 45.61598457496670
2024-09-01 46.16042905941760
2024-10-01 46.41175258592380
2024-11-01 46.35589398509460
2024-12-01 46.65203113092110
2025-01-01 46.15193898740590
2025-02-01 46.41878757975920
2025-03-01 46.22265141322320
2025-04-01 45.78501833573330
2025-05-01 45.13909406957830
2025-06-01 44.70643852729860
2025-07-01 43.15089138259240
2025-08-01 44.64799967823570
2025-09-01 44.99417832668320
2025-10-01 43.99033672790540
2025-11-01 43.08112085634820
2025-12-01 43.72869451336810
2026-01-01 44.05849284762570
2026-02-01 44.05070273261450
2026-03-01 43.94975695667170
2026-04-01 44.30235312713210
2026-05-01 44.36586031232260

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