Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in San Francisco-San Mateo-Redwood City, CA (MD)

Title All Employees: Professional and Business Services: Services to Buildings and Dwellings in San Francisco-San Mateo-Redwood City, CA (MD)
Series ID SMU06418846056170001SA
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 2025-12-01
Last Updated 2026-01-28 3:26 AM CST
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 9.12512498395541
1990-02-01 9.20281749389601
1990-03-01 9.07252984064857
1990-04-01 9.03807927972917
1990-05-01 8.94872583419273
1990-06-01 8.92138421514141
1990-07-01 8.94404568912132
1990-08-01 8.71083845239319
1990-09-01 8.98279120904355
1990-10-01 8.96617322263850
1990-11-01 8.77690549206091
1990-12-01 8.80289884388622
1991-01-01 8.93347228529456
1991-02-01 9.10980814041818
1991-03-01 9.07455010762026
1991-04-01 8.93054330832430
1991-05-01 8.93922629288728
1991-06-01 8.61838726766374
1991-07-01 9.25311619598538
1991-08-01 9.11880706778171
1991-09-01 9.08045772729729
1991-10-01 9.06579297516148
1991-11-01 9.16493521972926
1991-12-01 9.49928513114413
1992-01-01 8.34636949426262
1992-02-01 8.32115676837184
1992-03-01 8.37459642255723
1992-04-01 8.72150276456120
1992-05-01 8.61781421399749
1992-06-01 8.31421333832220
1992-07-01 8.77213216491802
1992-08-01 8.93259592630182
1992-09-01 8.98863426947427
1992-10-01 8.36653992210274
1992-11-01 8.44462167200959
1992-12-01 8.38390710889866
1993-01-01 9.06038324165960
1993-02-01 9.03098966358059
1993-03-01 9.06943535248578
1993-04-01 9.21378993885655
1993-05-01 9.30131024872596
1993-06-01 9.31293488663415
1993-07-01 10.49367535182330
1993-08-01 10.56051289587550
1993-09-01 10.48611300563060
1993-10-01 9.15183995367829
1993-11-01 9.32790771213032
1993-12-01 9.27444864762112
1994-01-01 9.27950779198635
1994-02-01 9.34162035569074
1994-03-01 9.36008011360131
1994-04-01 9.60270286594136
1994-05-01 9.38491644947266
1994-06-01 9.41795247910332
1994-07-01 9.30246761848299
1994-08-01 9.29016936682503
1994-09-01 9.39463867168701
1994-10-01 9.23996314799556
1994-11-01 9.21283628639467
1994-12-01 9.16271805880517
1995-01-01 9.09003310080425
1995-02-01 9.14790139711349
1995-03-01 9.05010782026432
1995-04-01 8.98811276570952
1995-05-01 9.08628129772145
1995-06-01 9.12869475271524
1995-07-01 8.79957130949711
1995-08-01 8.71980163875369
1995-09-01 8.89222294195478
1995-10-01 9.02719549679167
1995-11-01 9.01277781650952
1995-12-01 9.15348959055140
1996-01-01 9.19645030536920
1996-02-01 9.45227751719104
1996-03-01 9.34394780674256
1996-04-01 9.16826645713198
1996-05-01 9.18611845808648
1996-06-01 9.34246413243108
1996-07-01 9.38685133107014
1996-08-01 9.33552727772345
1996-09-01 9.51016620226635
1996-10-01 9.53202482785376
1996-11-01 9.42472261101040
1996-12-01 9.44496541235659
1997-01-01 9.47454525029311
1997-02-01 9.53816554136889
1997-03-01 9.63702884664126
1997-04-01 9.74961452174813
1997-05-01 9.80384282877839
1997-06-01 9.76054859144093
1997-07-01 9.88717709313909
1997-08-01 9.84242437220334
1997-09-01 9.81498110548416
1997-10-01 9.84166576651452
1997-11-01 9.93908224807164
1997-12-01 9.84193054928184
1998-01-01 9.85204001360347
1998-02-01 9.71396224000201
1998-03-01 9.72539603300060
1998-04-01 9.83017154715085
1998-05-01 9.82334218711189
1998-06-01 9.88789537566924
1998-07-01 9.98976839100453
1998-08-01 10.04057281540470
1998-09-01 10.02721224316840
1998-10-01 10.06061922577210
1998-11-01 10.34556800660880
1998-12-01 10.24426188543500
1999-01-01 10.02097345250320
1999-02-01 9.97756024582820
1999-03-01 10.10736164996230
1999-04-01 10.31622183858520
1999-05-01 10.45267000473420
1999-06-01 10.71314533666960
1999-07-01 10.51214705284670
1999-08-01 10.54879351314830
1999-09-01 10.52634698562240
1999-10-01 10.67008640529830
1999-11-01 10.73941110092930
1999-12-01 10.82982062955050
2000-01-01 11.20756802713940
2000-02-01 11.34721773292970
2000-03-01 11.49478213920380
2000-04-01 11.20961486452450
2000-05-01 11.17081480723690
2000-06-01 11.23609658773570
2000-07-01 11.14095990325430
2000-08-01 11.35903169923790
2000-09-01 11.52644001954930
2000-10-01 11.47484687678750
2000-11-01 11.53035378132430
2000-12-01 11.61165965601890
2001-01-01 11.69191586008130
2001-02-01 12.02350717730110
2001-03-01 11.97783288964470
2001-04-01 11.81175859085800
2001-05-01 11.79102234280810
2001-06-01 11.84533972556910
2001-07-01 12.08701397536580
2001-08-01 11.97829657026800
2001-09-01 11.92110501302590
2001-10-01 11.85986392672880
2001-11-01 11.80604651138290
2001-12-01 11.78060173289610
2002-01-01 11.00155761193550
2002-02-01 11.02424791295030
2002-03-01 10.86829317867920
2002-04-01 11.21033126008980
2002-05-01 11.30719113429210
2002-06-01 11.34817642466440
2002-07-01 10.61519097777010
2002-08-01 10.58822886753480
2002-09-01 10.32625195142480
2002-10-01 10.94722508100480
2002-11-01 10.97648006557410
2002-12-01 10.95749276816890
2003-01-01 10.80802227116310
2003-02-01 10.73867403191910
2003-03-01 10.57912350328280
2003-04-01 10.59695765027170
2003-05-01 10.61118426235410
2003-06-01 10.54498331560330
2003-07-01 10.54253957677480
2003-08-01 10.59881184751970
2003-09-01 10.63478585776380
2003-10-01 10.42929273139230
2003-11-01 10.43989688811020
2003-12-01 10.53374896230330
2004-01-01 10.51937403595660
2004-02-01 10.45900991261420
2004-03-01 10.60491496609480
2004-04-01 10.48604817192290
2004-05-01 10.51360473749660
2004-06-01 10.54888719858010
2004-07-01 10.34478357928270
2004-08-01 10.38649890791770
2004-09-01 10.34372916072430
2004-10-01 10.52247736765390
2004-11-01 10.52612702408710
2004-12-01 10.53852786350720
2005-01-01 10.40841325785080
2005-02-01 10.55911343705280
2005-03-01 10.62171970597740
2005-04-01 10.68409905873820
2005-05-01 10.62569107109670
2005-06-01 10.75404473534700
2005-07-01 10.75348963576160
2005-08-01 10.77319211993650
2005-09-01 10.74438314340630
2005-10-01 10.80033891375100
2005-11-01 10.91393294720950
2005-12-01 10.95311523216610
2006-01-01 11.09501485879800
2006-02-01 11.15899139674280
2006-03-01 11.13311593497470
2006-04-01 11.39999766311050
2006-05-01 11.44876282202630
2006-06-01 11.36532843750270
2006-07-01 11.43806436975770
2006-08-01 11.45567225599280
2006-09-01 11.64487358183730
2006-10-01 11.47244441466060
2006-11-01 11.50240419620250
2006-12-01 11.46979988996620
2007-01-01 11.48134484944090
2007-02-01 11.46460629997510
2007-03-01 11.75467769199200
2007-04-01 11.32330152245980
2007-05-01 11.56232228781480
2007-06-01 11.56698468339010
2007-07-01 11.92015456354580
2007-08-01 11.95707246177780
2007-09-01 11.83749878090350
2007-10-01 11.93620813337730
2007-11-01 11.98199334280730
2007-12-01 11.97805853543820
2008-01-01 12.47620564915040
2008-02-01 12.48516826958930
2008-03-01 12.48344545904850
2008-04-01 12.15626336706370
2008-05-01 12.26219338374810
2008-06-01 12.36323031282010
2008-07-01 12.18767346185750
2008-08-01 12.26151694129790
2008-09-01 12.22875159879080
2008-10-01 12.21260174625190
2008-11-01 12.06667774939910
2008-12-01 11.98956350929530
2009-01-01 11.98000640827980
2009-02-01 11.79993194847650
2009-03-01 11.80651206743570
2009-04-01 11.78423734313960
2009-05-01 11.85815431187460
2009-06-01 11.83699182964340
2009-07-01 11.86305019900080
2009-08-01 11.86672119102200
2009-09-01 11.91802612947190
2009-10-01 12.10951178064740
2009-11-01 12.16223373232510
2009-12-01 12.20443408602660
2010-01-01 11.99533023307250
2010-02-01 12.00872136053790
2010-03-01 12.02507073075920
2010-04-01 12.09069925162460
2010-05-01 12.13541790512090
2010-06-01 12.20526748031990
2010-07-01 12.24070486561370
2010-08-01 12.16921136867450
2010-09-01 12.22439621001260
2010-10-01 12.23632805635630
2010-11-01 12.27202971796730
2010-12-01 12.32382315646490
2011-01-01 12.40438724965360
2011-02-01 12.39039287877520
2011-03-01 12.53814415844000
2011-04-01 12.57300144508490
2011-05-01 12.71230168101520
2011-06-01 12.68252975807530
2011-07-01 12.82932952175550
2011-08-01 12.76506857937930
2011-09-01 13.02999221209120
2011-10-01 12.58965014529770
2011-11-01 13.19839868914680
2011-12-01 13.03777673541030
2012-01-01 13.20078684725620
2012-02-01 13.26519012723680
2012-03-01 13.24035930870870
2012-04-01 13.23792549940550
2012-05-01 13.18393035873760
2012-06-01 13.49051709678200
2012-07-01 13.52324399853280
2012-08-01 13.65022694194600
2012-09-01 13.65066045700830
2012-10-01 13.54750113507170
2012-11-01 13.62454886428280
2012-12-01 13.74755236040900
2013-01-01 13.78246168414440
2013-02-01 14.02885342815540
2013-03-01 14.12919658679070
2013-04-01 14.50569736879570
2013-05-01 14.58064393532060
2013-06-01 14.50735897749190
2013-07-01 14.43461914965040
2013-08-01 14.52948064913090
2013-09-01 14.36690307747610
2013-10-01 14.59109353723150
2013-11-01 14.64259801938040
2013-12-01 14.73722492033690
2014-01-01 15.06475886154040
2014-02-01 15.00886830276720
2014-03-01 15.11660503787150
2014-04-01 14.88429228181470
2014-05-01 14.78317666068040
2014-06-01 14.73396888227490
2014-07-01 14.75079880947040
2014-08-01 14.71592599462750
2014-09-01 14.78680009763130
2014-10-01 14.80158923394150
2014-11-01 14.84359238676610
2014-12-01 14.91956047254110
2015-01-01 14.84525883930960
2015-02-01 14.79651904096710
2015-03-01 14.79929170516630
2015-04-01 14.99208900454400
2015-05-01 15.00641992813120
2015-06-01 14.85902574804440
2015-07-01 15.06886354415540
2015-08-01 15.11012210049200
2015-09-01 14.98991506434060
2015-10-01 14.87730593361350
2015-11-01 15.03265006894040
2015-12-01 14.99598188581820
2016-01-01 15.03387301127570
2016-02-01 15.00978561011730
2016-03-01 15.09055696585510
2016-04-01 15.11168855589270
2016-05-01 15.12918602929320
2016-06-01 15.18689603466160
2016-07-01 14.88056544170640
2016-08-01 14.80085589864000
2016-09-01 15.07900544354190
2016-10-01 15.04009341281490
2016-11-01 15.02239807705000
2016-12-01 14.98562549025130
2017-01-01 14.81626038868970
2017-02-01 14.83083317310400
2017-03-01 14.98663662880180
2017-04-01 14.54803545009730
2017-05-01 14.54669721320290
2017-06-01 14.59416855019870
2017-07-01 14.58385773487550
2017-08-01 14.50210161445210
2017-09-01 14.46035262284960
2017-10-01 14.50670210876220
2017-11-01 14.42032173915400
2017-12-01 14.37907291125100
2018-01-01 14.40664839834790
2018-02-01 14.45257858466080
2018-03-01 14.38260051791260
2018-04-01 14.16924065206510
2018-05-01 14.15668462197970
2018-06-01 14.10072576786360
2018-07-01 13.97948974827350
2018-08-01 14.01168559506670
2018-09-01 13.94389770537480
2018-10-01 14.58346829843410
2018-11-01 14.42941577392700
2018-12-01 14.28363309266810
2019-01-01 13.88531516099220
2019-02-01 14.06966900445670
2019-03-01 14.07924677987820
2019-04-01 14.17918874223000
2019-05-01 14.15483953832350
2019-06-01 14.19871648569700
2019-07-01 14.27236889344960
2019-08-01 14.53005866373980
2019-09-01 14.54649452183930
2019-10-01 14.46730904788930
2019-11-01 14.53942242294820
2019-12-01 14.68734939811750
2020-01-01 14.76313064806070
2020-02-01 14.68252690671730
2020-03-01 14.68531731091540
2020-04-01 12.36964077916630
2020-05-01 12.55343373567640
2020-06-01 13.20116408203890
2020-07-01 13.05890592171750
2020-08-01 12.63473850723180
2020-09-01 12.45643687602740
2020-10-01 12.56756368514940
2020-11-01 12.55730696254790
2020-12-01 12.49385595621990
2021-01-01 12.43776530406090
2021-02-01 12.48597423581930
2021-03-01 12.49406300915760
2021-04-01 12.36015157075580
2021-05-01 12.14662326427440
2021-06-01 11.99329415928800
2021-07-01 12.14326041838910
2021-08-01 12.14113141198310
2021-09-01 11.78212142182400
2021-10-01 12.56758877736020
2021-11-01 12.37423455305430
2021-12-01 12.29963357257610
2022-01-01 12.22693181965070
2022-02-01 12.07384680332430
2022-03-01 12.08733625381440
2022-04-01 12.14664565316250
2022-05-01 12.45250740440780
2022-06-01 12.10217413637070
2022-07-01 11.93496822191960
2022-08-01 12.04635189363830
2022-09-01 11.69494148300920
2022-10-01 11.45939574541880
2022-11-01 11.78826628572030
2022-12-01 11.80071836343300
2023-01-01 11.92719039797660
2023-02-01 11.96108352115830
2023-03-01 11.87843862434300
2023-04-01 11.94081739354230
2023-05-01 12.05267131113680
2023-06-01 12.20899541950150
2023-07-01 12.23875592585250
2023-08-01 12.24676252042520
2023-09-01 12.20974389113260
2023-10-01 12.14895167026120
2023-11-01 12.09251725382910
2023-12-01 12.09782238667400
2024-01-01 12.13385147320310
2024-02-01 12.14834310397520
2024-03-01 12.06905530758220
2024-04-01 12.03944642446230
2024-05-01 11.95459692790580
2024-06-01 11.92261906552120
2024-07-01 11.94798233407250
2024-08-01 11.94462434078730
2024-09-01 11.90482670911700
2024-10-01 12.04568749104510
2024-11-01 11.89557089744310
2024-12-01 11.88964611749900
2025-01-01 11.84047669795430
2025-02-01 11.84145455184770
2025-03-01 11.96502795099050
2025-04-01 11.94369432978120
2025-05-01 11.94957250464500
2025-06-01 11.83002437121460
2025-07-01 11.75349198977480
2025-08-01 11.94881460194330
2025-09-01 12.10187534426220
2025-10-01 12.14741477168300
2025-11-01 12.19302304674450
2025-12-01 12.28305741012070

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