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 2026-07-01
Last Updated 2026-08-21 7:24 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 9.04989890796543
1990-02-01 9.22041545868465
1990-03-01 9.40359973951965
1990-04-01 9.48712257760801
1990-05-01 9.64343890002490
1990-06-01 9.75696642682073
1990-07-01 9.54878585685464
1990-08-01 9.58826357122187
1990-09-01 9.77694483790394
1990-10-01 10.46909414724980
1990-11-01 10.43966608783550
1990-12-01 10.49394343771030
1991-01-01 10.60148385161260
1991-02-01 10.66598036358140
1991-03-01 10.61753705039610
1991-04-01 10.57711567074400
1991-05-01 10.63177836888070
1991-06-01 10.74310170271630
1991-07-01 10.92961523124890
1991-08-01 10.95558318438930
1991-09-01 11.03953215415860
1991-10-01 11.46653527765210
1991-11-01 11.24525563561810
1991-12-01 11.20331830145400
1992-01-01 11.74859584835870
1992-02-01 11.60411072627070
1992-03-01 11.63027537633330
1992-04-01 11.06510124657550
1992-05-01 11.01978781307510
1992-06-01 11.03636590034130
1992-07-01 11.03463646689080
1992-08-01 11.05532747838880
1992-09-01 11.02903603208790
1992-10-01 10.96513647722300
1992-11-01 10.95007943271060
1992-12-01 10.88392213684700
1993-01-01 10.94276070572660
1993-02-01 10.89542742201390
1993-03-01 11.02512842915520
1993-04-01 11.25384062342180
1993-05-01 11.40322818648890
1993-06-01 11.42941316492140
1993-07-01 11.55119563921270
1993-08-01 11.55346035271070
1993-09-01 11.60392735049860
1993-10-01 11.16555843710220
1993-11-01 11.24259146077770
1993-12-01 11.25870647391990
1994-01-01 11.27089236372070
1994-02-01 11.31179537689620
1994-03-01 11.43232213059870
1994-04-01 11.46117201783960
1994-05-01 11.38956227969300
1994-06-01 11.43133609406840
1994-07-01 11.47585096367550
1994-08-01 11.56594795127190
1994-09-01 11.70450267406010
1994-10-01 11.66376210360120
1994-11-01 11.72397698615820
1994-12-01 11.71425403970200
1995-01-01 11.80216394449530
1995-02-01 11.81523443415220
1995-03-01 11.83892579969910
1995-04-01 11.78542722043090
1995-05-01 11.78548547949880
1995-06-01 11.83179602821850
1995-07-01 11.70826301833310
1995-08-01 11.68642136691650
1995-09-01 11.81340084525080
1995-10-01 11.95268617999860
1995-11-01 11.97758827645340
1995-12-01 12.05612424165080
1996-01-01 11.80405224330280
1996-02-01 12.20062539516440
1996-03-01 11.94569772996970
1996-04-01 12.03829723667250
1996-05-01 12.09999348585740
1996-06-01 11.94482945095820
1996-07-01 11.93355794458250
1996-08-01 12.00678169275730
1996-09-01 12.02990176196730
1996-10-01 11.92195319474080
1996-11-01 12.01615766760320
1996-12-01 12.09671017967580
1997-01-01 12.00169764496480
1997-02-01 12.06931781903740
1997-03-01 12.17661947101410
1997-04-01 12.08934946765460
1997-05-01 12.22709790193190
1997-06-01 12.26885266200570
1997-07-01 12.35788046198570
1997-08-01 12.31695629642480
1997-09-01 12.04519289974540
1997-10-01 11.87552959020440
1997-11-01 11.65103890708680
1997-12-01 11.95115449677340
1998-01-01 11.99118377528560
1998-02-01 12.06150341049960
1998-03-01 12.11714415631300
1998-04-01 12.23433694230100
1998-05-01 12.35426558247840
1998-06-01 12.59546788587740
1998-07-01 12.65892117323420
1998-08-01 12.81213643469480
1998-09-01 13.04357104266210
1998-10-01 13.30109048142090
1998-11-01 13.36117104888760
1998-12-01 13.51093793589580
1999-01-01 13.64190072022530
1999-02-01 13.81340556040120
1999-03-01 13.90621770306510
1999-04-01 13.77149979836370
1999-05-01 13.46846619177040
1999-06-01 13.51683175839800
1999-07-01 14.25638960267470
1999-08-01 14.17823955193230
1999-09-01 14.32740283935790
1999-10-01 14.42380475405240
1999-11-01 14.58715171785420
1999-12-01 14.49023912006300
2000-01-01 14.58096606915220
2000-02-01 14.56340286295350
2000-03-01 14.35903125538260
2000-04-01 14.08139768476920
2000-05-01 14.37045452928450
2000-06-01 14.33047894956430
2000-07-01 14.34539722430680
2000-08-01 14.45195930440640
2000-09-01 14.53287272749100
2000-10-01 14.67252127640740
2000-11-01 14.76412700656130
2000-12-01 14.79279897705600
2001-01-01 15.94018526031790
2001-02-01 15.51959190114330
2001-03-01 15.82703972910860
2001-04-01 16.30130888915750
2001-05-01 16.35792121023320
2001-06-01 16.53175551114140
2001-07-01 16.61993989554500
2001-08-01 16.38030333120280
2001-09-01 16.20652780587190
2001-10-01 16.50236349091960
2001-11-01 16.53992855696900
2001-12-01 16.60053982728220
2002-01-01 16.37688390847100
2002-02-01 16.27069612321820
2002-03-01 16.54531443937670
2002-04-01 16.70034105496000
2002-05-01 16.84978694590240
2002-06-01 16.72314290700050
2002-07-01 16.67335781803680
2002-08-01 17.03922152708420
2002-09-01 16.98878459056950
2002-10-01 16.88374483497420
2002-11-01 16.98345510667990
2002-12-01 16.93577977619020
2003-01-01 16.91278362174510
2003-02-01 16.90054853513040
2003-03-01 16.93745362304590
2003-04-01 16.90696255693220
2003-05-01 16.84547687980820
2003-06-01 16.70078255012600
2003-07-01 16.63959561143990
2003-08-01 16.61734532093740
2003-09-01 16.47636116967410
2003-10-01 16.49894644927780
2003-11-01 16.35647594673210
2003-12-01 16.38175352738050
2004-01-01 16.71564238423830
2004-02-01 16.59833422744130
2004-03-01 16.49432754471120
2004-04-01 16.31002379425910
2004-05-01 16.24759787537700
2004-06-01 16.38200138200640
2004-07-01 16.50854113188660
2004-08-01 16.50045248514650
2004-09-01 16.53801086497580
2004-10-01 16.80986671736180
2004-11-01 16.90069446875760
2004-12-01 17.03616173009470
2005-01-01 17.12515998132820
2005-02-01 17.31942810703720
2005-03-01 17.48943998550690
2005-04-01 17.94102083612780
2005-05-01 17.73802449969570
2005-06-01 17.86048300463310
2005-07-01 17.98055794369550
2005-08-01 17.84718211525610
2005-09-01 18.16279743971290
2005-10-01 18.20090656271650
2005-11-01 18.11599899974950
2005-12-01 18.28835778375700
2006-01-01 18.46617314474400
2006-02-01 18.56854755181220
2006-03-01 18.48600970716550
2006-04-01 18.54074363032460
2006-05-01 18.42479968049630
2006-06-01 18.94939983347040
2006-07-01 18.76493911241470
2006-08-01 18.92215763432480
2006-09-01 19.20728935113280
2006-10-01 18.70775071484450
2006-11-01 18.72430305614760
2006-12-01 18.73451702143370
2007-01-01 18.13760071292290
2007-02-01 18.27085512241790
2007-03-01 18.47292692434640
2007-04-01 18.41905254452280
2007-05-01 18.40337422840220
2007-06-01 18.35597400830160
2007-07-01 18.38695536791790
2007-08-01 18.33660610755160
2007-09-01 18.22752764042640
2007-10-01 17.84444523164890
2007-11-01 17.92357834332830
2007-12-01 17.64369080919600
2008-01-01 17.60548070478920
2008-02-01 17.45788065149730
2008-03-01 17.45368405481450
2008-04-01 17.37392464315100
2008-05-01 17.39682389516480
2008-06-01 17.17880382465500
2008-07-01 17.10471671894940
2008-08-01 17.17689088563450
2008-09-01 17.16537409141360
2008-10-01 17.16390722983220
2008-11-01 17.02031225318590
2008-12-01 16.95106534748120
2009-01-01 16.85266138398860
2009-02-01 16.83894021256030
2009-03-01 16.75513424071010
2009-04-01 16.43573589490250
2009-05-01 16.20549670020830
2009-06-01 16.29909108121980
2009-07-01 15.81693210735740
2009-08-01 15.44040796955060
2009-09-01 15.34286547520290
2009-10-01 15.67587861577880
2009-11-01 15.61866742566580
2009-12-01 15.62737969062270
2010-01-01 15.79223856764320
2010-02-01 15.80406575763640
2010-03-01 15.85720665408160
2010-04-01 15.90082232314390
2010-05-01 16.13189411602840
2010-06-01 16.01972258173310
2010-07-01 15.90431462368760
2010-08-01 15.86534626074020
2010-09-01 15.66731027886390
2010-10-01 15.83834887799180
2010-11-01 16.00046805337910
2010-12-01 16.01765032721210
2011-01-01 15.85860693716140
2011-02-01 15.90249343756200
2011-03-01 15.77482647792550
2011-04-01 15.97239083538770
2011-05-01 16.06893504225260
2011-06-01 16.13171005763810
2011-07-01 16.39786177157800
2011-08-01 16.38188965310570
2011-09-01 16.40154853968540
2011-10-01 16.19996702148300
2011-11-01 15.98027572302040
2011-12-01 16.09862376385150
2012-01-01 16.24051563974240
2012-02-01 16.30361331263120
2012-03-01 16.38787465138790
2012-04-01 16.54329348262540
2012-05-01 16.80842672927380
2012-06-01 16.94235682435180
2012-07-01 17.09895956431880
2012-08-01 17.19023102121550
2012-09-01 17.33389013987280
2012-10-01 17.65012147677600
2012-11-01 17.74833060898180
2012-12-01 17.91013111181540
2013-01-01 17.84843007590080
2013-02-01 17.61775364215310
2013-03-01 17.69012079012080
2013-04-01 17.70032943729460
2013-05-01 17.52443788624780
2013-06-01 17.54950741253140
2013-07-01 17.32802262181820
2013-08-01 17.61406639354790
2013-09-01 17.79139968648030
2013-10-01 17.85477444485640
2013-11-01 17.95540034258180
2013-12-01 18.01632350302880
2014-01-01 17.50900059304770
2014-02-01 17.56720497123980
2014-03-01 17.62763621931750
2014-04-01 17.64611957630120
2014-05-01 17.62042135248250
2014-06-01 17.74699114304800
2014-07-01 17.87346199758940
2014-08-01 18.05861895364640
2014-09-01 17.95073995831660
2014-10-01 18.18455973379340
2014-11-01 18.38287718490700
2014-12-01 18.33295648681310
2015-01-01 18.49079680942160
2015-02-01 18.62009845289870
2015-03-01 18.66788676654310
2015-04-01 18.48461465347920
2015-05-01 18.49976965893190
2015-06-01 18.54117868919690
2015-07-01 18.42782567712300
2015-08-01 18.50797837178440
2015-09-01 18.50364689207090
2015-10-01 18.55003172465480
2015-11-01 18.51877277207900
2015-12-01 18.64598173630110
2016-01-01 18.74760642189050
2016-02-01 18.82961613973820
2016-03-01 18.88657454763290
2016-04-01 19.23239096619720
2016-05-01 19.28468626342700
2016-06-01 19.25210828917350
2016-07-01 19.38367409004860
2016-08-01 19.34934521091110
2016-09-01 19.43231048725240
2016-10-01 19.41841475597620
2016-11-01 19.05422170991140
2016-12-01 19.34516373024680
2017-01-01 18.99386246872960
2017-02-01 19.24332495795770
2017-03-01 19.31281653539430
2017-04-01 19.81029261296980
2017-05-01 19.48574293140550
2017-06-01 19.59560547071890
2017-07-01 19.32173056591330
2017-08-01 19.28860028054390
2017-09-01 19.45874461860770
2017-10-01 19.66425506585130
2017-11-01 19.86752703120760
2017-12-01 20.02538536628830
2018-01-01 20.15176298058800
2018-02-01 20.27767821409770
2018-03-01 20.25767523316400
2018-04-01 20.72997945785080
2018-05-01 20.31461221627910
2018-06-01 20.34796704437710
2018-07-01 20.33833779471480
2018-08-01 20.40839594643400
2018-09-01 20.47928474551110
2018-10-01 20.16012006107050
2018-11-01 20.26089632063380
2018-12-01 20.09257011839140
2019-01-01 20.70414187264140
2019-02-01 20.93062249765790
2019-03-01 21.13834781038050
2019-04-01 21.39272439121710
2019-05-01 21.25952255214100
2019-06-01 21.40846897016540
2019-07-01 21.62049723053350
2019-08-01 21.99522892516920
2019-09-01 22.08354534114210
2019-10-01 22.00146065270470
2019-11-01 22.23158494516730
2019-12-01 22.38941515634420
2020-01-01 22.28555488153600
2020-02-01 22.91748568733340
2020-03-01 22.45427089716460
2020-04-01 20.37412749377530
2020-05-01 21.50962369433310
2020-06-01 21.94107436634640
2020-07-01 22.07151593809960
2020-08-01 21.86981172144690
2020-09-01 22.17011429346400
2020-10-01 22.63637263045880
2020-11-01 22.92043160022330
2020-12-01 22.98904358517910
2021-01-01 22.37935731965400
2021-02-01 22.32815731753400
2021-03-01 22.21240449710350
2021-04-01 22.12627364077770
2021-05-01 22.33936404703110
2021-06-01 22.45594612171550
2021-07-01 22.50214284179240
2021-08-01 22.42782335694350
2021-09-01 22.25367033496230
2021-10-01 22.66466975112640
2021-11-01 22.81948585249740
2021-12-01 23.00953702440660
2022-01-01 23.31900312334080
2022-02-01 23.37612955243950
2022-03-01 23.40677396447890
2022-04-01 23.54434538875210
2022-05-01 23.74126558394010
2022-06-01 23.73357818641420
2022-07-01 23.72807052893830
2022-08-01 23.68232910706260
2022-09-01 23.63992493821320
2022-10-01 23.21291320558660
2022-11-01 23.02336613839660
2022-12-01 22.92871673799650
2023-01-01 22.96618060383440
2023-02-01 23.32481064199860
2023-03-01 23.08903080952900
2023-04-01 22.71483091990460
2023-05-01 22.80946488444130
2023-06-01 22.98261712210950
2023-07-01 23.09507849714820
2023-08-01 22.95627725382390
2023-09-01 23.12550651277820
2023-10-01 23.01526851229880
2023-11-01 22.93129909057150
2023-12-01 22.64613869676710
2024-01-01 23.23309486234570
2024-02-01 22.96382746686150
2024-03-01 22.83441966058510
2024-04-01 23.16202628008790
2024-05-01 23.08841701145240
2024-06-01 23.03007879792410
2024-07-01 23.17976241416890
2024-08-01 23.43345520822810
2024-09-01 23.31460693557190
2024-10-01 23.72767927831540
2024-11-01 23.83080153938490
2024-12-01 23.54963504679790
2025-01-01 23.28817296540030
2025-02-01 23.40207601799800
2025-03-01 23.36318798603240
2025-04-01 23.80409315304160
2025-05-01 23.57083638799940
2025-06-01 23.39362205100370
2025-07-01 23.28702760025520
2025-08-01 23.12959424745240
2025-09-01 23.02667665507550
2025-10-01 22.85796202297610
2025-11-01 22.92988340466220
2025-12-01 23.03944510999170
2026-01-01 22.92288535980990
2026-02-01 23.01603464094690
2026-03-01 23.06331156433420
2026-04-01 22.97820390832860
2026-05-01 22.85301630471030
2026-06-01 22.96594667592990
2026-07-01 22.80150641137350

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