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Table Data - All Employees: Professional and Business Services: Office Administrative Services in California

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

Title All Employees: Professional and Business Services: Office Administrative Services in California
Series ID SMU06000006056110001SA
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 2024-05-01
Last Updated 2024-06-26 6:37 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 30.053813292553897
1990-02-01 30.548150058557000
1990-03-01 30.897730138000696
1990-04-01 31.216393081983600
1990-05-01 31.711234833991497
1990-06-01 31.898231617700300
1990-07-01 31.723141690828100
1990-08-01 31.868485959709100
1990-09-01 31.729837888989100
1990-10-01 31.541627332067600
1990-11-01 31.737896994337000
1990-12-01 32.066769140313504
1991-01-01 30.251306353832300
1991-02-01 30.051096985949800
1991-03-01 29.808213858368397
1991-04-01 31.117342747873600
1991-05-01 30.640274705519800
1991-06-01 30.516683592178502
1991-07-01 29.592377814805600
1991-08-01 29.426271056650800
1991-09-01 29.304212622731200
1991-10-01 29.640360830734302
1991-11-01 29.656084308177200
1991-12-01 29.970909419231702
1992-01-01 30.378402330126000
1992-02-01 30.360653931775698
1992-03-01 30.415834144499100
1992-04-01 30.436885008420100
1992-05-01 30.073943185591503
1992-06-01 29.931716590469500
1992-07-01 30.429098768532100
1992-08-01 30.250185172743100
1992-09-01 30.532403107815000
1992-10-01 30.648377863962104
1992-11-01 30.516038587609600
1992-12-01 30.905193681359002
1993-01-01 31.427468304717003
1993-02-01 31.400372017909998
1993-03-01 31.315234873889200
1993-04-01 30.739937438581800
1993-05-01 30.296728325040498
1993-06-01 30.346607951094104
1993-07-01 31.735572571113100
1993-08-01 31.356263200641700
1993-09-01 31.352145909142397
1993-10-01 31.354037323566605
1993-11-01 31.482493722179500
1993-12-01 31.852022784921900
1994-01-01 30.295822937782198
1994-02-01 30.971820464643802
1994-03-01 30.925417051241897
1994-04-01 31.658662580399900
1994-05-01 31.381849824918397
1994-06-01 31.512891556572300
1994-07-01 31.657129226355100
1994-08-01 31.843053973012400
1994-09-01 31.889305507234802
1994-10-01 32.084853522982700
1994-11-01 32.020371604518600
1994-12-01 32.415177847737695
1995-01-01 32.161897526467700
1995-02-01 32.657856052327700
1995-03-01 32.572382750303200
1995-04-01 32.035395646652304
1995-05-01 32.347125306794400
1995-06-01 32.364406330554500
1995-07-01 32.298338820539800
1995-08-01 32.341703630652000
1995-09-01 32.472164199745500
1995-10-01 31.804223921355500
1995-11-01 31.924474245526000
1995-12-01 31.965728838600400
1996-01-01 32.417120257833700
1996-02-01 32.747375697929000
1996-03-01 33.547012254730400
1996-04-01 33.590799649888700
1996-05-01 33.881669942572400
1996-06-01 34.587934022751200
1996-07-01 34.093276651498700
1996-08-01 33.976027346085500
1996-09-01 34.078094131221000
1996-10-01 34.461674703179400
1996-11-01 34.819378451376900
1996-12-01 33.999667407617900
1997-01-01 32.716641884985500
1997-02-01 33.017341911103200
1997-03-01 33.010665066543304
1997-04-01 33.170279026802100
1997-05-01 33.241222423153000
1997-06-01 33.233465930065800
1997-07-01 32.805916803988296
1997-08-01 32.897315677617300
1997-09-01 32.542410268479800
1997-10-01 32.597740372527700
1997-11-01 33.038817656209900
1997-12-01 33.209461989069200
1998-01-01 33.643728556699800
1998-02-01 33.919573648324600
1998-03-01 33.549378428124400
1998-04-01 33.336726473039604
1998-05-01 33.511249690933106
1998-06-01 33.694906938899700
1998-07-01 34.250519597068200
1998-08-01 34.384088500155200
1998-09-01 34.650519448139600
1998-10-01 34.170091298209200
1998-11-01 33.763806404549000
1998-12-01 33.198177746876800
1999-01-01 32.022051485922300
1999-02-01 32.430782428080800
1999-03-01 32.452586514326500
1999-04-01 32.676149798676300
1999-05-01 32.594214031135900
1999-06-01 32.491759531984100
1999-07-01 32.631354075114004
1999-08-01 33.052483860448400
1999-09-01 33.399159224800300
1999-10-01 33.127712117550600
1999-11-01 33.480842428715500
1999-12-01 33.640895909712400
2000-01-01 33.276565000543606
2000-02-01 33.282918893555305
2000-03-01 33.624218134984700
2000-04-01 34.055296954487100
2000-05-01 33.782571301572900
2000-06-01 34.129404348456200
2000-07-01 33.839950031434200
2000-08-01 33.841483532194900
2000-09-01 34.044188355332100
2000-10-01 34.383321112205900
2000-11-01 34.276354217308196
2000-12-01 34.827633781465800
2001-01-01 35.631019150895500
2001-02-01 36.036571687428605
2001-03-01 36.165942569676794
2001-04-01 36.186028448547200
2001-05-01 36.707920331041706
2001-06-01 37.208868347278795
2001-07-01 37.837218145246396
2001-08-01 37.912454543375100
2001-09-01 38.111606717387794
2001-10-01 38.274587460920000
2001-11-01 38.125628743817500
2001-12-01 38.367732476574500
2002-01-01 39.194662397419800
2002-02-01 39.624364799032400
2002-03-01 40.434200559444800
2002-04-01 40.189658626862300
2002-05-01 40.391169994614800
2002-06-01 40.124899208967500
2002-07-01 39.684160648173396
2002-08-01 39.806078219893706
2002-09-01 39.646885350312900
2002-10-01 40.809202537333400
2002-11-01 42.347216892503500
2002-12-01 43.010138680716295
2003-01-01 42.896094472654795
2003-02-01 43.446265843286200
2003-03-01 43.744501188019505
2003-04-01 44.368933300882205
2003-05-01 44.816837412935900
2003-06-01 45.245965507042900
2003-07-01 45.679198992536110
2003-08-01 46.214184075492796
2003-09-01 46.608508986149300
2003-10-01 47.215091011189200
2003-11-01 47.251712852064100
2003-12-01 47.655515785245000
2004-01-01 47.790104613939400
2004-02-01 47.927423403245605
2004-03-01 48.475290100695000
2004-04-01 48.805536832626295
2004-05-01 49.569664819629200
2004-06-01 50.237869905003390
2004-07-01 51.313487432476904
2004-08-01 52.230178631346995
2004-09-01 52.459039198754100
2004-10-01 53.424713020018200
2004-11-01 54.309310842456290
2004-12-01 54.948272099213600
2005-01-01 55.472889394455700
2005-02-01 55.854134503612900
2005-03-01 56.521559099899996
2005-04-01 57.244997879496400
2005-05-01 57.196058921180200
2005-06-01 57.600940574268800
2005-07-01 57.985854855742396
2005-08-01 58.185894976198600
2005-09-01 58.749667538946106
2005-10-01 59.475199156441300
2005-11-01 59.704707159189205
2005-12-01 59.898069297907110
2006-01-01 60.828766532204600
2006-02-01 61.107284374631206
2006-03-01 61.272590595091100
2006-04-01 61.248571803736105
2006-05-01 62.252200942578796
2006-06-01 62.926177203740800
2006-07-01 63.230612451032490
2006-08-01 63.660923982485800
2006-09-01 64.209669550185700
2006-10-01 64.735261222040500
2006-11-01 65.161809952026200
2006-12-01 65.929001745304090
2007-01-01 65.583521332091000
2007-02-01 66.351142889169400
2007-03-01 66.834674135720900
2007-04-01 66.290352822972410
2007-05-01 66.624415896821100
2007-06-01 67.051932930429000
2007-07-01 66.805088567782490
2007-08-01 66.951264964540400
2007-09-01 67.011450505372400
2007-10-01 66.221804088867000
2007-11-01 66.305837108043290
2007-12-01 65.942131142689000
2008-01-01 66.850062313201800
2008-02-01 67.311236671895100
2008-03-01 67.365245877765400
2008-04-01 67.696251765678900
2008-05-01 67.865574854657000
2008-06-01 67.959891220837100
2008-07-01 68.917145501081890
2008-08-01 68.995061793062200
2008-09-01 69.061825661393300
2008-10-01 68.706302784992700
2008-11-01 68.726216855140400
2008-12-01 68.267978001844900
2009-01-01 67.762185598275300
2009-02-01 67.254692027308600
2009-03-01 67.173390186352790
2009-04-01 67.681848452298700
2009-05-01 67.809689411580200
2009-06-01 68.002680100459600
2009-07-01 67.170586238361210
2009-08-01 66.845915493759700
2009-09-01 67.371345987916000
2009-10-01 67.802202656316100
2009-11-01 67.680683269011200
2009-12-01 68.286002728768500
2010-01-01 69.739312553042100
2010-02-01 69.395312971829700
2010-03-01 69.640768840890500
2010-04-01 70.075341038013000
2010-05-01 70.168171564359300
2010-06-01 70.304818906141600
2010-07-01 70.681708948049900
2010-08-01 71.169649124285500
2010-09-01 70.683382499342100
2010-10-01 71.302680768432100
2010-11-01 71.120364716070600
2010-12-01 71.431494356140500
2011-01-01 71.060737477929700
2011-02-01 70.878838825251300
2011-03-01 71.086889565400800
2011-04-01 68.971375774094100
2011-05-01 69.048491710729110
2011-06-01 69.302413833219200
2011-07-01 69.539044962008900
2011-08-01 69.221667264700000
2011-09-01 69.402656170232100
2011-10-01 69.600911427131790
2011-11-01 70.166062636764200
2011-12-01 70.055538154874900
2012-01-01 70.173625174507110
2012-02-01 70.329575651581300
2012-03-01 70.510556972601990
2012-04-01 69.992033288737500
2012-05-01 70.846534985509500
2012-06-01 71.060061171525290
2012-07-01 71.397618684757200
2012-08-01 72.333810272946790
2012-09-01 72.596108441474410
2012-10-01 72.807214421978400
2012-11-01 73.335444725327100
2012-12-01 73.495187067039300
2013-01-01 74.054531573409210
2013-02-01 74.355518052823500
2013-03-01 74.768374001475200
2013-04-01 74.579580588490900
2013-05-01 75.038964994343400
2013-06-01 75.447329349066100
2013-07-01 75.335701670554410
2013-08-01 75.535837137597410
2013-09-01 75.493356595291200
2013-10-01 74.898061294562710
2013-11-01 74.951877970051800
2013-12-01 74.741288288119900
2014-01-01 74.405926327337100
2014-02-01 74.492495046299500
2014-03-01 75.171203953052700
2014-04-01 74.454126298532200
2014-05-01 74.115793928051500
2014-06-01 73.596227807161600
2014-07-01 72.861638766199400
2014-08-01 72.725403593822590
2014-09-01 72.780321805131300
2014-10-01 72.908290154847100
2014-11-01 72.617118627614200
2014-12-01 72.693972269355600
2015-01-01 72.531670350501400
2015-02-01 72.640122821446000
2015-03-01 72.317957569101200
2015-04-01 72.199544844765800
2015-05-01 72.082046872178900
2015-06-01 72.183876576532600
2015-07-01 72.352354818184900
2015-08-01 72.238679678801920
2015-09-01 72.207411543394400
2015-10-01 73.318273261692410
2015-11-01 73.581943031256590
2015-12-01 73.247205030232590
2016-01-01 73.230195340184300
2016-02-01 73.118749452946500
2016-03-01 73.292682345252400
2016-04-01 73.595082001305200
2016-05-01 73.766368421965300
2016-06-01 73.856200341347700
2016-07-01 74.311160108958900
2016-08-01 74.395298519126400
2016-09-01 74.523502400650090
2016-10-01 74.961890444631010
2016-11-01 74.798005900328290
2016-12-01 75.194077769397910
2017-01-01 75.314801882660800
2017-02-01 75.336859478803600
2017-03-01 76.087298398661000
2017-04-01 75.143142143079200
2017-05-01 74.679820830467700
2017-06-01 74.554266588804910
2017-07-01 73.444962335349400
2017-08-01 73.195232418688010
2017-09-01 72.743335146782600
2017-10-01 71.571950274367910
2017-11-01 71.155772113962800
2017-12-01 70.631128959707000
2018-01-01 72.035582444641700
2018-02-01 71.992677425850000
2018-03-01 71.758777836549410
2018-04-01 71.941483171417400
2018-05-01 71.931294193099790
2018-06-01 71.544789040218900
2018-07-01 72.086892233813700
2018-08-01 72.281384404675590
2018-09-01 72.133784901341000
2018-10-01 72.271038274313600
2018-11-01 72.576703306828010
2018-12-01 72.231792243544090
2019-01-01 72.818230548428900
2019-02-01 72.662326038425600
2019-03-01 72.800861585610000
2019-04-01 72.921070083634500
2019-05-01 73.503247968734800
2019-06-01 73.793529622100800
2019-07-01 73.716003737773590
2019-08-01 73.800942429378300
2019-09-01 73.729895259852600
2019-10-01 73.408894736513400
2019-11-01 73.593820605945600
2019-12-01 73.812392786905200
2020-01-01 74.035743050446000
2020-02-01 73.647866317517910
2020-03-01 73.301857807888700
2020-04-01 65.777776147342000
2020-05-01 66.066097006068790
2020-06-01 67.033552820369000
2020-07-01 66.983567047087000
2020-08-01 67.177937230048600
2020-09-01 67.513020112782300
2020-10-01 68.232115195391700
2020-11-01 68.442114855422500
2020-12-01 68.274221548387700
2021-01-01 68.073172704830300
2021-02-01 68.520014960600100
2021-03-01 69.071833298963500
2021-04-01 69.381552150278990
2021-05-01 69.511693032674400
2021-06-01 69.576343719214900
2021-07-01 70.075870449501200
2021-08-01 70.196267633769790
2021-09-01 69.614987448575290
2021-10-01 70.544343113648500
2021-11-01 70.624873009256090
2021-12-01 71.147780003078300
2022-01-01 70.135512291798900
2022-02-01 70.072113324276000
2022-03-01 69.708470834292400
2022-04-01 69.335659742382500
2022-05-01 68.719176928790290
2022-06-01 68.195946163195600
2022-07-01 68.107914195678500
2022-08-01 67.729195517215900
2022-09-01 67.415612722885700
2022-10-01 66.805704946223200
2022-11-01 66.341011100503210
2022-12-01 66.536115485063200
2023-01-01 66.594149203257000
2023-02-01 66.077719552688700
2023-03-01 66.145997819634290
2023-04-01 66.065253649785500
2023-05-01 66.204065812767200
2023-06-01 66.225112221897600
2023-07-01 65.836872583041100
2023-08-01 65.854197215605900
2023-09-01 66.023346787609200
2023-10-01 66.898055998537100
2023-11-01 66.667520872642900
2023-12-01 65.146220511096100
2024-01-01 64.617152103314800
2024-02-01 66.077270368138800
2024-03-01 66.800762561346900
2024-04-01 67.118213666371000
2024-05-01 66.171060035309110

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