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

Title All Employees: Professional and Business Services: Services to Buildings and Dwellings in Riverside-San Bernardino-Ontario, CA (MSA)
Series ID SMU06401406056170001SA
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 9.04990214578158
1990-02-01 9.22041911875736
1990-03-01 9.40360328300063
1990-04-01 9.48711861666655
1990-05-01 9.64343518513597
1990-06-01 9.75696337491468
1990-07-01 9.54878416438896
1990-08-01 9.58826264095410
1990-09-01 9.77694479688221
1990-10-01 10.46909473579090
1990-11-01 10.43966707930720
1990-12-01 10.49394526456160
1991-01-01 10.60148738150010
1991-02-01 10.66598435545960
1991-03-01 10.61754060532790
1991-04-01 10.57711165395360
1991-05-01 10.63177453338500
1991-06-01 10.74309850600880
1991-07-01 10.92961338341100
1991-08-01 10.95558222349260
1991-09-01 11.03953222136550
1991-10-01 11.46653598180460
1991-11-01 11.24525667958850
1991-12-01 11.20332013122550
1992-01-01 11.74859908133620
1992-02-01 11.60411458382500
1992-03-01 11.63027872700120
1992-04-01 11.06509756374640
1992-05-01 11.01978432097180
1992-06-01 11.03636301201930
1992-07-01 11.03463475667330
1992-08-01 11.05532663866580
1992-09-01 11.02903628578040
1992-10-01 10.96513727639460
1992-11-01 10.95008043965070
1992-12-01 10.88392365032180
1993-01-01 10.94276293705350
1993-02-01 10.89543038299250
1993-03-01 11.02513120555740
1993-04-01 11.25383733938500
1993-05-01 11.40322479230210
1993-06-01 11.42941080637860
1993-07-01 11.55119414343710
1993-08-01 11.55345962523320
1993-09-01 11.60392780180880
1993-10-01 11.16555985950340
1993-11-01 11.24259245348470
1993-12-01 11.25870767654960
1994-01-01 11.27089380970970
1994-02-01 11.31179751367270
1994-03-01 11.43232393987960
1994-04-01 11.46116968228740
1994-05-01 11.38955920276530
1994-06-01 11.43133425432690
1994-07-01 11.47584965238570
1994-08-01 11.56594758094410
1994-09-01 11.70450259086200
1994-10-01 11.66376510740130
1994-11-01 11.72397873297510
1994-12-01 11.71425434600760
1995-01-01 11.80216462341640
1995-02-01 11.81523565798320
1995-03-01 11.83892651887240
1995-04-01 11.78542553741330
1995-05-01 11.78548210902690
1995-06-01 11.83179405736900
1995-07-01 11.70826151207880
1995-08-01 11.68642144541320
1995-09-01 11.81340090443980
1995-10-01 11.95269210673650
1995-11-01 11.97759210285980
1995-12-01 12.05612418516770
1996-01-01 11.80405161306540
1996-02-01 12.20062424917150
1996-03-01 11.94569724411770
1996-04-01 12.03829453790130
1996-05-01 12.09998919207420
1996-06-01 11.94482648693280
1996-07-01 11.93355611605530
1996-08-01 12.00678214866970
1996-09-01 12.02990327136620
1996-10-01 11.92196382862520
1996-11-01 12.01616636889550
1996-12-01 12.09671086935240
1997-01-01 12.00169511245930
1997-02-01 12.06931262782390
1997-03-01 12.17661619923610
1997-04-01 12.08934418175610
1997-05-01 12.22709098683450
1997-06-01 12.26884683417270
1997-07-01 12.35787738106880
1997-08-01 12.31695762406000
1997-09-01 12.04519683069910
1997-10-01 11.87554543890220
1997-11-01 11.65105815473440
1997-12-01 11.95117223453430
1998-01-01 11.99116036444760
1998-02-01 12.06149083253140
1998-03-01 12.11714188353320
1998-04-01 12.23432482440630
1998-05-01 12.35425394287770
1998-06-01 12.59545979236520
1998-07-01 12.65891931021500
1998-08-01 12.81214167187010
1998-09-01 13.04357120317990
1998-10-01 13.30111787546660
1998-11-01 13.36120799263230
1998-12-01 13.51097785551030
1999-01-01 13.64184999508090
1999-02-01 13.81338280197070
1999-03-01 13.90621375823020
1999-04-01 13.77147840930470
1999-05-01 13.46844901426930
1999-06-01 13.51682197248210
1999-07-01 14.25638787419510
1999-08-01 14.17825039723740
1999-09-01 14.32739898890100
1999-10-01 14.42384239893540
1999-11-01 14.58720545207780
1999-12-01 14.49030349366030
2000-01-01 14.58088668324140
2000-02-01 14.56337107324050
2000-03-01 14.35902742924080
2000-04-01 14.08136844458500
2000-05-01 14.37043367609980
2000-06-01 14.33047031705510
2000-07-01 14.34539771886250
2000-08-01 14.45197489597430
2000-09-01 14.53286357522660
2000-10-01 14.67256413507270
2000-11-01 14.76418533808650
2000-12-01 14.79286832668980
2001-01-01 15.94009538923580
2001-02-01 15.51955391262960
2001-03-01 15.82703260462610
2001-04-01 16.30127513762450
2001-05-01 16.35789899453370
2001-06-01 16.53174821916830
2001-07-01 16.61994043631990
2001-08-01 16.38032230620740
2001-09-01 16.20651723504720
2001-10-01 16.50240714103970
2001-11-01 16.53998974093150
2001-12-01 16.60061877588410
2002-01-01 16.37679036346010
2002-02-01 16.27065647737480
2002-03-01 16.54531040873220
2002-04-01 16.70030976000370
2002-05-01 16.84976855369970
2002-06-01 16.72314061856880
2002-07-01 16.67336123585760
2002-08-01 17.03924049846770
2002-09-01 16.98877034294300
2002-10-01 16.88378218242650
2002-11-01 16.98350298592160
2002-12-01 16.93583742665120
2003-01-01 16.91271318636410
2003-02-01 16.90051422937680
2003-03-01 16.93744930831220
2003-04-01 16.90694053639580
2003-05-01 16.84546585061060
2003-06-01 16.70078527035200
2003-07-01 16.63959788826810
2003-08-01 16.61735858549340
2003-09-01 16.47635264989510
2003-10-01 16.49897029604440
2003-11-01 16.35650363608590
2003-12-01 16.38178470030430
2004-01-01 16.71560136013700
2004-02-01 16.59830995177290
2004-03-01 16.49432474647950
2004-04-01 16.31001148586750
2004-05-01 16.24759369217500
2004-06-01 16.38200756869930
2004-07-01 16.50854345883100
2004-08-01 16.50045919732780
2004-09-01 16.53800791485460
2004-10-01 16.80987935857940
2004-11-01 16.90070584897420
2004-12-01 17.03616915091920
2005-01-01 17.12514736792420
2005-02-01 17.31941182401090
2005-03-01 17.48943681569050
2005-04-01 17.94101715323600
2005-05-01 17.73802436164140
2005-06-01 17.86049023564030
2005-07-01 17.98055841646140
2005-08-01 17.84718324695210
2005-09-01 18.16280038028020
2005-10-01 18.20090979164860
2005-11-01 18.11600269968410
2005-12-01 18.28836128646970
2006-01-01 18.46616416657970
2006-02-01 18.56853737803590
2006-03-01 18.48601016827760
2006-04-01 18.54074286525200
2006-05-01 18.42480026998630
2006-06-01 18.94940691441100
2006-07-01 18.76494067632100
2006-08-01 18.92215698139730
2006-09-01 19.20729033750770
2006-10-01 18.70775138779090
2006-11-01 18.72430379190920
2006-12-01 18.73451783831410
2007-01-01 18.13759548792550
2007-02-01 18.27085037990680
2007-03-01 18.47292770152450
2007-04-01 18.41905239840230
2007-05-01 18.40337439022680
2007-06-01 18.35598013521980
2007-07-01 18.38695596589650
2007-08-01 18.33660524865370
2007-09-01 18.22752810393730
2007-10-01 17.84444536670030
2007-11-01 17.92357807422500
2007-12-01 17.64369008423800
2008-01-01 17.60547872583480
2008-02-01 17.45787952256620
2008-03-01 17.45368334443270
2008-04-01 17.37392424812610
2008-05-01 17.39682396933760
2008-06-01 17.17880768183850
2008-07-01 17.10471700484700
2008-08-01 17.17689059129030
2008-09-01 17.16537463413120
2008-10-01 17.16390725291960
2008-11-01 17.02031133876810
2008-12-01 16.95106503814310
2009-01-01 16.85266036813080
2009-02-01 16.83893964500520
2009-03-01 16.75513358431500
2009-04-01 16.43573580506690
2009-05-01 16.20549671845670
2009-06-01 16.29909305615340
2009-07-01 15.81693241690230
2009-08-01 15.44040836750810
2009-09-01 15.34286626926340
2009-10-01 15.67587871637900
2009-11-01 15.61866605624520
2009-12-01 15.62737936394420
2010-01-01 15.79223852276430
2010-02-01 15.80406371138060
2010-03-01 15.85720657662140
2010-04-01 15.90082269007970
2010-05-01 16.13189420029370
2010-06-01 16.01972355901370
2010-07-01 15.90431545738110
2010-08-01 15.86534728062990
2010-09-01 15.66731168040490
2010-10-01 15.83834940013820
2010-11-01 16.00046540228440
2010-12-01 16.01764857361730
2011-01-01 15.85860832372660
2011-02-01 15.90248965460610
2011-03-01 15.77482705895730
2011-04-01 15.97239193683390
2011-05-01 16.06893544140030
2011-06-01 16.13171183666120
2011-07-01 16.39786302001330
2011-08-01 16.38189086264290
2011-09-01 16.40154955638100
2011-10-01 16.19996705049420
2011-11-01 15.98026890818800
2011-12-01 16.09862124211060
2012-01-01 16.24051974756420
2012-02-01 16.30360995942580
2012-03-01 16.38787832129240
2012-04-01 16.54329691882360
2012-05-01 16.80842762519980
2012-06-01 16.94235861640890
2012-07-01 17.09895985505100
2012-08-01 17.19023103751560
2012-09-01 17.33388860504440
2012-10-01 17.65011818694900
2012-11-01 17.74831609948990
2012-12-01 17.91012605713760
2013-01-01 17.84843778053900
2013-02-01 17.61775735428690
2013-03-01 17.69013479399520
2013-04-01 17.70034111765330
2013-05-01 17.52444175212180
2013-06-01 17.54950716297440
2013-07-01 17.32801571017990
2013-08-01 17.61405788979030
2013-09-01 17.79139341240380
2013-10-01 17.85476434730100
2013-11-01 17.95536857775840
2013-12-01 18.01630490397020
2014-01-01 17.50905362127000
2014-02-01 17.56719884775570
2014-03-01 17.62764655562600
2014-04-01 17.64619510836940
2014-05-01 17.62043130627730
2014-06-01 17.74694197371730
2014-07-01 17.87345401305180
2014-08-01 18.05860276503650
2014-09-01 17.95072276347120
2014-10-01 18.18453271523710
2014-11-01 18.38282314558390
2014-12-01 18.33292103524020
2015-01-01 18.49089838869170
2015-02-01 18.62007852811260
2015-03-01 18.66788001060060
2015-04-01 18.48486269137840
2015-05-01 18.49976988968080
2015-06-01 18.54106175244570
2015-07-01 18.42780592111120
2015-08-01 18.50794848432700
2015-09-01 18.50360547955780
2015-10-01 18.54996102148100
2015-11-01 18.51865566108640
2015-12-01 18.64597548951180
2016-01-01 18.74771555247750
2016-02-01 18.82958062472170
2016-03-01 18.88658496821160
2016-04-01 19.23287589604070
2016-05-01 19.28472662733370
2016-06-01 19.25194863418290
2016-07-01 19.38363662963900
2016-08-01 19.34925672822450
2016-09-01 19.43218014431490
2016-10-01 19.41824336025380
2016-11-01 19.05401100849360
2016-12-01 19.34517287748720
2017-01-01 18.99387983534660
2017-02-01 19.24339715271800
2017-03-01 19.31283054706620
2017-04-01 19.81122514576280
2017-05-01 19.48585439728030
2017-06-01 19.59547949043990
2017-07-01 19.32167705932020
2017-08-01 19.28833466909450
2017-09-01 19.45842840233560
2017-10-01 19.66389671912510
2017-11-01 19.86714536350730
2017-12-01 20.02525427720670
2018-01-01 20.15174930280590
2018-02-01 20.27794564389190
2018-03-01 20.25786989618790
2018-04-01 20.73151774111900
2018-05-01 20.31492684201290
2018-06-01 20.34795215270470
2018-07-01 20.33844673854890
2018-08-01 20.40826592195270
2018-09-01 20.47721450478770
2018-10-01 20.15984882500040
2018-11-01 20.26048350834130
2018-12-01 20.09221697544150
2019-01-01 20.70411410781560
2019-02-01 20.93136354396180
2019-03-01 21.13900326024720
2019-04-01 21.39498656490980
2019-05-01 21.26013578548070
2019-06-01 21.40859337449900
2019-07-01 21.62063079788930
2019-08-01 21.99506252215740
2019-09-01 22.07935201156990
2019-10-01 22.00122990446400
2019-11-01 22.23101237951290
2019-12-01 22.38864222870930
2020-01-01 22.28514981841490
2020-02-01 22.91957286039010
2020-03-01 22.45454267051240
2020-04-01 20.37892023328750
2020-05-01 21.50990457388910
2020-06-01 21.94100068046930
2020-07-01 22.07133383112890
2020-08-01 21.86936456675550
2020-09-01 22.16385516419910
2020-10-01 22.63620592079540
2020-11-01 22.91949242440180
2020-12-01 22.98693295886060
2021-01-01 22.38075422230500
2021-02-01 22.33125326095290
2021-03-01 22.21121341771970
2021-04-01 22.13658443748090
2021-05-01 22.33901761480550
2021-06-01 22.45474359263380
2021-07-01 22.50072541873090
2021-08-01 22.42610333069260
2021-09-01 22.24590051412140
2021-10-01 22.66353460995830
2021-11-01 22.82076842731600
2021-12-01 23.00634706914720
2022-01-01 23.31926568178160
2022-02-01 23.38187958416040
2022-03-01 23.40477171605440
2022-04-01 23.56386921205090
2022-05-01 23.73922061979980
2022-06-01 23.73000697378530
2022-07-01 23.72415220480370
2022-08-01 23.67837914556940
2022-09-01 23.62957447620970
2022-10-01 23.21029387305270
2022-11-01 23.02692083451850
2022-12-01 22.92471821316920
2023-01-01 22.96526303141260
2023-02-01 23.33297590735690
2023-03-01 23.09066886648270
2023-04-01 22.74618457869020
2023-05-01 22.79709182852830
2023-06-01 22.98187468173370
2023-07-01 23.08562241776970
2023-08-01 22.94823876372680
2023-09-01 23.11433759940850
2023-10-01 23.01132077704120
2023-11-01 22.93743242882400
2023-12-01 22.64218593337410
2024-01-01 23.22852752263040
2024-02-01 22.97493724528100
2024-03-01 22.84220413620530
2024-04-01 23.20710230398370
2024-05-01 23.06085420797840
2024-06-01 23.03935136656580
2024-07-01 23.16212140704050
2024-08-01 23.42027260846150
2024-09-01 23.30248264039780
2024-10-01 23.72247745028400
2024-11-01 23.83744102853830
2024-12-01 23.54500223940510
2025-01-01 23.28329271671740
2025-02-01 23.41491036997800
2025-03-01 23.37891061538820
2025-04-01 23.86210121039030
2025-05-01 23.52521045529150
2025-06-01 23.41717613348110
2025-07-01 23.25904851639140
2025-08-01 23.11200590261010
2025-09-01 23.01396782293900
2025-10-01 22.85230823568060
2025-11-01 22.93761319663800
2025-12-01 23.03486374474000
2026-01-01 22.91513152467200
2026-02-01 23.02967065179170
2026-03-01 23.08479211601400
2026-04-01 23.03950473044740
2026-05-01 23.09700794833880

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