Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in California

Title All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in California
Series ID SMU06000006054120001SA
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 2026-02-01
Last Updated 2026-04-23 12:52 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
1990-01-01 104.2846663080110
1990-02-01 105.6796542207300
1990-03-01 105.7492166065650
1990-04-01 107.1856371907950
1990-05-01 107.9839054223600
1990-06-01 107.3366569519930
1990-07-01 106.5555768775640
1990-08-01 106.1397244649270
1990-09-01 106.0360810123820
1990-10-01 108.9253891764900
1990-11-01 107.4541593230720
1990-12-01 107.1211596257090
1991-01-01 118.0946235304570
1991-02-01 116.9802129504620
1991-03-01 116.0203631506790
1991-04-01 112.7614415968140
1991-05-01 114.8130370887260
1991-06-01 112.7203131269530
1991-07-01 120.1345360688510
1991-08-01 122.0067718959010
1991-09-01 121.2272531215990
1991-10-01 116.3168136727080
1991-11-01 114.3806512325500
1991-12-01 113.0730358543460
1992-01-01 108.9899682628450
1992-02-01 111.0517056020410
1992-03-01 110.5879987915700
1992-04-01 110.4597330354990
1992-05-01 108.5410416898050
1992-06-01 110.1850285930470
1992-07-01 108.5787578034630
1992-08-01 106.8910223690940
1992-09-01 106.1820748266180
1992-10-01 106.1672973694360
1992-11-01 106.2859705022220
1992-12-01 104.8636846697290
1993-01-01 103.9458546392590
1993-02-01 103.1981240239380
1993-03-01 101.2700781714720
1993-04-01 102.9460472263450
1993-05-01 106.1765938603200
1993-06-01 100.6961840625030
1993-07-01 102.0091901837240
1993-08-01 101.9471039628380
1993-09-01 102.6234726808180
1993-10-01 102.4442925905880
1993-11-01 101.8187405385610
1993-12-01 101.9528042215490
1994-01-01 101.9845619178430
1994-02-01 102.2584410465090
1994-03-01 102.5887518420020
1994-04-01 101.6447356300930
1994-05-01 99.7980240559250
1994-06-01 101.0244746689430
1994-07-01 102.2089976460890
1994-08-01 102.3549969482380
1994-09-01 102.3788965769960
1994-10-01 101.9484834994890
1994-11-01 102.0393772691330
1994-12-01 103.7140266105320
1995-01-01 104.1709295726120
1995-02-01 104.5998030818810
1995-03-01 104.4807797759620
1995-04-01 103.5782335361330
1995-05-01 105.8577985632020
1995-06-01 104.3513987430270
1995-07-01 103.7216389616830
1995-08-01 104.3811704882620
1995-09-01 104.7329063174210
1995-10-01 103.8584611287960
1995-11-01 103.9471497585790
1995-12-01 103.9458718813060
1996-01-01 106.4357526813460
1996-02-01 106.2924163592920
1996-03-01 105.7885525070120
1996-04-01 105.4761626220630
1996-05-01 111.9837578478250
1996-06-01 107.0950445354910
1996-07-01 106.1224043616250
1996-08-01 106.8950440268520
1996-09-01 106.7589187600650
1996-10-01 108.0222109553090
1996-11-01 107.7710551852990
1996-12-01 107.2174340693240
1997-01-01 107.4306044699740
1997-02-01 109.0940259101300
1997-03-01 109.0607353542360
1997-04-01 110.8221984301950
1997-05-01 112.0258560540230
1997-06-01 112.8402626670800
1997-07-01 112.0117108435530
1997-08-01 110.9749130855960
1997-09-01 112.0919526381950
1997-10-01 114.3942299614710
1997-11-01 112.7499871827490
1997-12-01 112.2851696864080
1998-01-01 111.0385784024510
1998-02-01 110.8053133618880
1998-03-01 111.4595737409540
1998-04-01 109.8362629290200
1998-05-01 107.6164843350500
1998-06-01 107.4548689797620
1998-07-01 106.7516580773780
1998-08-01 106.6526519344130
1998-09-01 108.2731411573130
1998-10-01 103.1347546318450
1998-11-01 104.1129057230350
1998-12-01 101.5815290504850
1999-01-01 104.5777060115760
1999-02-01 98.7370157007674
1999-03-01 96.5584515471740
1999-04-01 101.2292596253530
1999-05-01 100.6630174928970
1999-06-01 101.3913702717080
1999-07-01 104.7930517227220
1999-08-01 104.7961519086140
1999-09-01 106.4633638310480
1999-10-01 100.8793801625150
1999-11-01 101.1529131911190
1999-12-01 104.2263724850040
2000-01-01 100.9353820299680
2000-02-01 100.8763668319400
2000-03-01 98.9955577162122
2000-04-01 97.8234868124106
2000-05-01 97.6588967441868
2000-06-01 97.3027901856134
2000-07-01 98.0793328344305
2000-08-01 98.4685140929227
2000-09-01 99.5936794309516
2000-10-01 100.7624855363640
2000-11-01 100.7251154603700
2000-12-01 103.0004529226800
2001-01-01 102.8112599008860
2001-02-01 101.4606886172660
2001-03-01 102.3111763860520
2001-04-01 103.4538632706640
2001-05-01 107.0982947735490
2001-06-01 103.7320851572410
2001-07-01 104.5750296238830
2001-08-01 104.4814986571380
2001-09-01 104.5830507336860
2001-10-01 106.7194060043650
2001-11-01 105.4959100299050
2001-12-01 105.6330161502140
2002-01-01 105.6392178728520
2002-02-01 106.4336237190210
2002-03-01 106.9084346267170
2002-04-01 105.6874801419480
2002-05-01 105.1837720475690
2002-06-01 105.5619895351080
2002-07-01 103.0033731441080
2002-08-01 102.9168095840800
2002-09-01 102.9499031503760
2002-10-01 101.3582208757630
2002-11-01 102.6094173557330
2002-12-01 101.5966058086180
2003-01-01 104.1477064251730
2003-02-01 104.7244774341210
2003-03-01 106.7052878886060
2003-04-01 106.0215525980320
2003-05-01 105.0109696157170
2003-06-01 104.6405414458420
2003-07-01 104.2331662139110
2003-08-01 103.9861789740630
2003-09-01 103.6280013720250
2003-10-01 103.8568549918200
2003-11-01 104.7890009521710
2003-12-01 103.7899131505800
2004-01-01 101.4318574994910
2004-02-01 102.2001681109440
2004-03-01 102.5477558571870
2004-04-01 102.1574349297490
2004-05-01 103.1932415816690
2004-06-01 103.0442516828270
2004-07-01 103.3194335204990
2004-08-01 103.8484745034760
2004-09-01 104.9223451363430
2004-10-01 104.2382173333730
2004-11-01 105.3020731710430
2004-12-01 105.9851089547600
2005-01-01 107.6734921852770
2005-02-01 107.8650171758420
2005-03-01 107.1894660521020
2005-04-01 108.2625885813210
2005-05-01 108.7784007936900
2005-06-01 109.3040111638280
2005-07-01 110.6330340689450
2005-08-01 110.8365359471100
2005-09-01 111.4447364273090
2005-10-01 112.3045307297170
2005-11-01 112.2387170734940
2005-12-01 113.5744397046640
2006-01-01 115.1467205289470
2006-02-01 116.6677113399490
2006-03-01 116.7180543326790
2006-04-01 117.0547496905950
2006-05-01 116.6082284128630
2006-06-01 120.2151010149870
2006-07-01 123.6511949713350
2006-08-01 123.9207500276410
2006-09-01 125.3491780806770
2006-10-01 126.3491016328650
2006-11-01 126.3250060591460
2006-12-01 128.9484247780920
2007-01-01 124.4289835570480
2007-02-01 124.2540129726820
2007-03-01 124.4588300594740
2007-04-01 124.6455713344830
2007-05-01 126.0953194894630
2007-06-01 126.4852657618770
2007-07-01 124.8300904237230
2007-08-01 125.9008064294610
2007-09-01 124.6932645447510
2007-10-01 124.8501678194650
2007-11-01 123.8907497469570
2007-12-01 126.6121529228100
2008-01-01 120.2269932048000
2008-02-01 120.9499919844200
2008-03-01 120.7351473485300
2008-04-01 121.9264589212560
2008-05-01 121.3947661564510
2008-06-01 120.5985987661800
2008-07-01 119.9329530630820
2008-08-01 118.4664414196550
2008-09-01 118.3029815319280
2008-10-01 116.6743813560510
2008-11-01 116.8578011722480
2008-12-01 118.2781373524200
2009-01-01 118.2215161180670
2009-02-01 116.9576967664480
2009-03-01 116.6901251084350
2009-04-01 116.0667099389300
2009-05-01 112.9892962994910
2009-06-01 112.0848620333030
2009-07-01 111.1847624182730
2009-08-01 110.0477256472850
2009-09-01 110.2873430601000
2009-10-01 111.0475502359660
2009-11-01 114.7433730260240
2009-12-01 111.1791653122300
2010-01-01 112.1220470704510
2010-02-01 113.0800470125850
2010-03-01 112.7320091474440
2010-04-01 114.5082758811470
2010-05-01 111.9909583103870
2010-06-01 111.8619428995490
2010-07-01 112.8042061062920
2010-08-01 113.0169235658470
2010-09-01 110.8002995005330
2010-10-01 114.0110700942020
2010-11-01 112.7983821675550
2010-12-01 111.1215255552560
2011-01-01 113.1516718032820
2011-02-01 113.9233898599510
2011-03-01 113.7694652004690
2011-04-01 113.3411105229400
2011-05-01 113.9112166019230
2011-06-01 115.2101458567560
2011-07-01 115.1014343528020
2011-08-01 115.4696137337840
2011-09-01 115.8259574993960
2011-10-01 116.2114471164760
2011-11-01 118.0631393520220
2011-12-01 118.4397864183670
2012-01-01 118.1684494469280
2012-02-01 118.2818403895370
2012-03-01 118.9211073905860
2012-04-01 118.6897530637470
2012-05-01 119.3170067949060
2012-06-01 120.9886021700380
2012-07-01 121.0020637541830
2012-08-01 121.7818759352390
2012-09-01 122.4213031297450
2012-10-01 122.0352143963660
2012-11-01 120.8736179955300
2012-12-01 121.3213927829920
2013-01-01 119.6936010309930
2013-02-01 121.5944410348950
2013-03-01 123.0722082683400
2013-04-01 124.0739418451310
2013-05-01 124.8180097658750
2013-06-01 124.0715731982160
2013-07-01 124.9537089697990
2013-08-01 125.4665092334590
2013-09-01 125.6243233056620
2013-10-01 124.9842995988680
2013-11-01 122.7351237641360
2013-12-01 124.2220961502310
2014-01-01 127.3237568673310
2014-02-01 127.0344853900370
2014-03-01 126.8842682518050
2014-04-01 125.3383241521450
2014-05-01 126.7126950943410
2014-06-01 125.4550297171400
2014-07-01 123.9576258144550
2014-08-01 124.8007270616070
2014-09-01 123.5822150669410
2014-10-01 125.2405849119400
2014-11-01 125.3129083503020
2014-12-01 126.2244493550020
2015-01-01 127.2067511690170
2015-02-01 127.1720504097930
2015-03-01 128.0292173077200
2015-04-01 128.3094645606270
2015-05-01 127.3590214586290
2015-06-01 127.9464264165760
2015-07-01 129.5204670074030
2015-08-01 128.1467200852250
2015-09-01 127.5391957715270
2015-10-01 129.2428342595720
2015-11-01 131.9013323331240
2015-12-01 129.3540060848000
2016-01-01 127.6823899675470
2016-02-01 128.2142426542090
2016-03-01 125.9149474381170
2016-04-01 123.5812603384190
2016-05-01 124.6914391372270
2016-06-01 124.2511748709200
2016-07-01 124.6295654831790
2016-08-01 123.7499510079650
2016-09-01 124.2699930930890
2016-10-01 122.6040940582600
2016-11-01 125.6165281738040
2016-12-01 122.1787778262020
2017-01-01 122.4037744654170
2017-02-01 121.8953548422960
2017-03-01 122.3611359884580
2017-04-01 124.6113736457880
2017-05-01 125.1170051716750
2017-06-01 125.5690777457340
2017-07-01 125.9247255623690
2017-08-01 126.9305616240010
2017-09-01 126.2703102620930
2017-10-01 125.4329872034340
2017-11-01 126.8277650326960
2017-12-01 126.9019003333160
2018-01-01 130.2762777366910
2018-02-01 127.4174344651330
2018-03-01 128.7667165930600
2018-04-01 129.6698728962910
2018-05-01 128.2188084213580
2018-06-01 129.7685059727610
2018-07-01 128.5152160597800
2018-08-01 128.4726068992230
2018-09-01 129.5330428984320
2018-10-01 129.6606138144040
2018-11-01 129.4820389251670
2018-12-01 130.2640814580610
2019-01-01 131.7001966244300
2019-02-01 133.5273098826450
2019-03-01 132.9971269614360
2019-04-01 132.0680610599110
2019-05-01 129.8781510412890
2019-06-01 132.1494070177150
2019-07-01 131.5119278892430
2019-08-01 132.9034065768650
2019-09-01 132.8057090036090
2019-10-01 129.4503954359710
2019-11-01 132.9923953523040
2019-12-01 132.4519300617920
2020-01-01 133.8517924680800
2020-02-01 136.8590712069190
2020-03-01 135.6677052353600
2020-04-01 119.3794284820240
2020-05-01 122.2038897222190
2020-06-01 122.2805907788650
2020-07-01 123.2957604617170
2020-08-01 122.1605142512170
2020-09-01 122.5899037143540
2020-10-01 125.8556267968240
2020-11-01 125.5145795465960
2020-12-01 127.6783983274160
2021-01-01 126.6845656560150
2021-02-01 125.2590938216020
2021-03-01 127.1540591918250
2021-04-01 128.5924413693200
2021-05-01 134.1951610206230
2021-06-01 129.7510143915620
2021-07-01 131.9364242107080
2021-08-01 132.4714198383600
2021-09-01 133.3817757424600
2021-10-01 136.5626078156610
2021-11-01 138.0527139310060
2021-12-01 137.2227119693350
2022-01-01 135.2018187324890
2022-02-01 137.7809600128980
2022-03-01 143.0120935847390
2022-04-01 144.6923456193420
2022-05-01 145.5234785037660
2022-06-01 145.0447496119710
2022-07-01 146.5838485646790
2022-08-01 147.7667438380480
2022-09-01 147.7069127288230
2022-10-01 144.9587330389810
2022-11-01 145.9812827138840
2022-12-01 148.1848653870410
2023-01-01 143.7351599535550
2023-02-01 143.5742070020380
2023-03-01 144.0238261278640
2023-04-01 144.3950007822460
2023-05-01 145.4388052864720
2023-06-01 145.9926456115620
2023-07-01 144.5306240493030
2023-08-01 145.5534983093440
2023-09-01 146.4350486134680
2023-10-01 145.4479645093160
2023-11-01 144.6276280881030
2023-12-01 147.6648606897420
2024-01-01 148.1103657106320
2024-02-01 147.8379201112080
2024-03-01 147.2552676887310
2024-04-01 144.5811239251370
2024-05-01 145.8062689315090
2024-06-01 146.4319674440540
2024-07-01 146.4615790483220
2024-08-01 144.7611383342440
2024-09-01 144.4074879659780
2024-10-01 145.8114623370320
2024-11-01 144.6319116660310
2024-12-01 143.3823754570520
2025-01-01 142.8592242944600
2025-02-01 144.2496144323640
2025-03-01 143.1590471737950
2025-04-01 143.7973594050660
2025-05-01 144.1283078530530
2025-06-01 144.0361754816920
2025-07-01 144.0845796730720
2025-08-01 146.5399539413360
2025-09-01 143.8627635197710
2025-10-01 142.9990867370760
2025-11-01 143.2838002316280
2025-12-01 142.3029356274530
2026-01-01 144.0503737060970
2026-02-01 143.1828592895970

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