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 |