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 2026-05-01 |
| Last Updated | 2026-06-24 10:50 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 | 104.2861745583130 |
| 1990-02-01 | 105.6804825369800 |
| 1990-03-01 | 105.7497195248780 |
| 1990-04-01 | 107.1858420115680 |
| 1990-05-01 | 107.9837072522070 |
| 1990-06-01 | 107.3358490626410 |
| 1990-07-01 | 106.5556916545330 |
| 1990-08-01 | 106.1395462900220 |
| 1990-09-01 | 106.0358523693040 |
| 1990-10-01 | 108.9252570568390 |
| 1990-11-01 | 107.4534491100460 |
| 1990-12-01 | 107.1201625489760 |
| 1991-01-01 | 118.0961558240590 |
| 1991-02-01 | 116.9810497984250 |
| 1991-03-01 | 116.0208877355090 |
| 1991-04-01 | 112.7616532757770 |
| 1991-05-01 | 114.8128280147380 |
| 1991-06-01 | 112.7194991127810 |
| 1991-07-01 | 120.1346604660090 |
| 1991-08-01 | 122.0066122384180 |
| 1991-09-01 | 121.2270502924430 |
| 1991-10-01 | 116.3167188906910 |
| 1991-11-01 | 114.3800137927480 |
| 1991-12-01 | 113.0721378164350 |
| 1992-01-01 | 108.9911340241390 |
| 1992-02-01 | 111.0523585539280 |
| 1992-03-01 | 110.5884332216770 |
| 1992-04-01 | 110.4599221055440 |
| 1992-05-01 | 108.5408210474580 |
| 1992-06-01 | 110.1842778450870 |
| 1992-07-01 | 108.5788719117710 |
| 1992-08-01 | 106.8909325455870 |
| 1992-09-01 | 106.1819727754300 |
| 1992-10-01 | 106.1672371199890 |
| 1992-11-01 | 106.2856065422450 |
| 1992-12-01 | 104.8631853657380 |
| 1993-01-01 | 103.9465937193290 |
| 1993-02-01 | 103.1985046549920 |
| 1993-03-01 | 101.2703586240040 |
| 1993-04-01 | 102.9461824191230 |
| 1993-05-01 | 106.1763910458310 |
| 1993-06-01 | 100.6956374233110 |
| 1993-07-01 | 102.0092630800440 |
| 1993-08-01 | 101.9470662151770 |
| 1993-09-01 | 102.6234365520090 |
| 1993-10-01 | 102.4442700205880 |
| 1993-11-01 | 101.8185918502290 |
| 1993-12-01 | 101.9526019903690 |
| 1994-01-01 | 101.9849390178640 |
| 1994-02-01 | 102.2586303418280 |
| 1994-03-01 | 102.5889307296930 |
| 1994-04-01 | 101.6448252377170 |
| 1994-05-01 | 99.7978404573232 |
| 1994-06-01 | 101.0240691701820 |
| 1994-07-01 | 102.2090491250290 |
| 1994-08-01 | 102.3550005228100 |
| 1994-09-01 | 102.3789113936050 |
| 1994-10-01 | 101.9484904662330 |
| 1994-11-01 | 102.0393844854890 |
| 1994-12-01 | 103.7140403963430 |
| 1995-01-01 | 104.1710289141760 |
| 1995-02-01 | 104.5998501873760 |
| 1995-03-01 | 104.4808606748140 |
| 1995-04-01 | 103.5782777894810 |
| 1995-05-01 | 105.8576482261110 |
| 1995-06-01 | 104.3511930670180 |
| 1995-07-01 | 103.7216508938510 |
| 1995-08-01 | 104.3811893054580 |
| 1995-09-01 | 104.7329314689210 |
| 1995-10-01 | 103.8584954391840 |
| 1995-11-01 | 103.9471815365580 |
| 1995-12-01 | 103.9458985881640 |
| 1996-01-01 | 106.4357722881790 |
| 1996-02-01 | 106.2924392801160 |
| 1996-03-01 | 105.7885864521040 |
| 1996-04-01 | 105.4761764954540 |
| 1996-05-01 | 111.9836199109460 |
| 1996-06-01 | 107.0949663995650 |
| 1996-07-01 | 106.1224133658280 |
| 1996-08-01 | 106.8950596710650 |
| 1996-09-01 | 106.7589413338570 |
| 1996-10-01 | 108.0222441896800 |
| 1996-11-01 | 107.7710797956230 |
| 1996-12-01 | 107.2174499142660 |
| 1997-01-01 | 107.4306102261750 |
| 1997-02-01 | 109.0940315533810 |
| 1997-03-01 | 109.0607367761070 |
| 1997-04-01 | 110.8221962065380 |
| 1997-05-01 | 112.0257767401670 |
| 1997-06-01 | 112.8402592831340 |
| 1997-07-01 | 112.0117112317080 |
| 1997-08-01 | 110.9749189525960 |
| 1997-09-01 | 112.0919640143030 |
| 1997-10-01 | 114.3942505433580 |
| 1997-11-01 | 112.7499990798480 |
| 1997-12-01 | 112.2851758848870 |
| 1998-01-01 | 111.0385789680710 |
| 1998-02-01 | 110.8053136899590 |
| 1998-03-01 | 111.4595723528470 |
| 1998-04-01 | 109.8362608264550 |
| 1998-05-01 | 107.6164537898230 |
| 1998-06-01 | 107.4548680934200 |
| 1998-07-01 | 106.7516590272300 |
| 1998-08-01 | 106.6526549967120 |
| 1998-09-01 | 108.2731463022920 |
| 1998-10-01 | 103.1347658232720 |
| 1998-11-01 | 104.1129099164370 |
| 1998-12-01 | 101.5815299916070 |
| 1999-01-01 | 104.5777046042700 |
| 1999-02-01 | 98.7370139913767 |
| 1999-03-01 | 96.5584491038817 |
| 1999-04-01 | 101.2292569165740 |
| 1999-05-01 | 100.6630148106280 |
| 1999-06-01 | 101.3913685612740 |
| 1999-07-01 | 104.7930511963410 |
| 1999-08-01 | 104.7961526084320 |
| 1999-09-01 | 106.4633656531490 |
| 1999-10-01 | 100.8793855071570 |
| 1999-11-01 | 101.1529146271500 |
| 1999-12-01 | 104.2263722618150 |
| 2000-01-01 | 100.9353814011360 |
| 2000-02-01 | 100.8763655988830 |
| 2000-03-01 | 98.9955565301767 |
| 2000-04-01 | 97.8234859552124 |
| 2000-05-01 | 97.6588961036950 |
| 2000-06-01 | 97.3027897644387 |
| 2000-07-01 | 98.0793327466737 |
| 2000-08-01 | 98.4685143611779 |
| 2000-09-01 | 99.5936800606770 |
| 2000-10-01 | 100.7624879013880 |
| 2000-11-01 | 100.7251160085070 |
| 2000-12-01 | 103.0004526514430 |
| 2001-01-01 | 102.8112594541920 |
| 2001-02-01 | 101.4606879181110 |
| 2001-03-01 | 102.3111758144580 |
| 2001-04-01 | 103.4538630021950 |
| 2001-05-01 | 107.0982946719720 |
| 2001-06-01 | 103.7320851327300 |
| 2001-07-01 | 104.5750297225450 |
| 2001-08-01 | 104.4814989030230 |
| 2001-09-01 | 104.5830511223900 |
| 2001-10-01 | 106.7194062530830 |
| 2001-11-01 | 105.4959104101050 |
| 2001-12-01 | 105.6330161647990 |
| 2002-01-01 | 105.6392177282720 |
| 2002-02-01 | 106.4336234152070 |
| 2002-03-01 | 106.9084343707160 |
| 2002-04-01 | 105.6874800226030 |
| 2002-05-01 | 105.1837719971410 |
| 2002-06-01 | 105.5619895360470 |
| 2002-07-01 | 103.0033732151020 |
| 2002-08-01 | 102.9168097281970 |
| 2002-09-01 | 102.9499032726710 |
| 2002-10-01 | 101.3582210007080 |
| 2002-11-01 | 102.6094173787050 |
| 2002-12-01 | 101.5966058445740 |
| 2003-01-01 | 104.1477063508260 |
| 2003-02-01 | 104.7244773544510 |
| 2003-03-01 | 106.7052878039040 |
| 2003-04-01 | 106.0215525633540 |
| 2003-05-01 | 105.0109696024130 |
| 2003-06-01 | 104.6405414648160 |
| 2003-07-01 | 104.2331662200590 |
| 2003-08-01 | 103.9861790222960 |
| 2003-09-01 | 103.6280014126340 |
| 2003-10-01 | 103.8568550041690 |
| 2003-11-01 | 104.7890009577570 |
| 2003-12-01 | 103.7899131819720 |
| 2004-01-01 | 101.4318574565640 |
| 2004-02-01 | 102.2001680915030 |
| 2004-03-01 | 102.5477558389880 |
| 2004-04-01 | 102.1574349466690 |
| 2004-05-01 | 103.1932415793620 |
| 2004-06-01 | 103.0442516951650 |
| 2004-07-01 | 103.3194334704880 |
| 2004-08-01 | 103.8484745281630 |
| 2004-09-01 | 104.9223451572570 |
| 2004-10-01 | 104.2382173415770 |
| 2004-11-01 | 105.3020731845830 |
| 2004-12-01 | 105.9851090041290 |
| 2005-01-01 | 107.6734920480620 |
| 2005-02-01 | 107.8650171931810 |
| 2005-03-01 | 107.1894660681630 |
| 2005-04-01 | 108.2625886285180 |
| 2005-05-01 | 108.7784007954840 |
| 2005-06-01 | 109.3040111802500 |
| 2005-07-01 | 110.6330339778530 |
| 2005-08-01 | 110.8365359767510 |
| 2005-09-01 | 111.4447364565370 |
| 2005-10-01 | 112.3045307551730 |
| 2005-11-01 | 112.2387171044650 |
| 2005-12-01 | 113.5744397687520 |
| 2006-01-01 | 115.1467202615890 |
| 2006-02-01 | 116.6677113741480 |
| 2006-03-01 | 116.7180543685730 |
| 2006-04-01 | 117.0547497512210 |
| 2006-05-01 | 116.6082284330420 |
| 2006-06-01 | 120.2151010797480 |
| 2006-07-01 | 123.6511949462670 |
| 2006-08-01 | 123.9207498467230 |
| 2006-09-01 | 125.3491782123610 |
| 2006-10-01 | 126.3491017488190 |
| 2006-11-01 | 126.3250060604810 |
| 2006-12-01 | 128.9484248627270 |
| 2007-01-01 | 124.4289831496740 |
| 2007-02-01 | 124.2540130384910 |
| 2007-03-01 | 124.4588301375610 |
| 2007-04-01 | 124.6455713715990 |
| 2007-05-01 | 126.0953195395860 |
| 2007-06-01 | 126.4852658537130 |
| 2007-07-01 | 124.8300903826540 |
| 2007-08-01 | 125.9008058542170 |
| 2007-09-01 | 124.6932650682880 |
| 2007-10-01 | 124.8501680610320 |
| 2007-11-01 | 123.8907496442110 |
| 2007-12-01 | 126.6121524370130 |
| 2008-01-01 | 120.2269930111520 |
| 2008-02-01 | 120.9499924087910 |
| 2008-03-01 | 120.7351479215400 |
| 2008-04-01 | 121.9264593862190 |
| 2008-05-01 | 121.3947665015970 |
| 2008-06-01 | 120.5985987226080 |
| 2008-07-01 | 119.9329521563890 |
| 2008-08-01 | 118.4664390808060 |
| 2008-09-01 | 118.3029810100090 |
| 2008-10-01 | 116.6743809971250 |
| 2008-11-01 | 116.8578013218610 |
| 2008-12-01 | 118.2781376719120 |
| 2009-01-01 | 118.2215179541390 |
| 2009-02-01 | 116.9576992376920 |
| 2009-03-01 | 116.6901272451430 |
| 2009-04-01 | 116.0667109919730 |
| 2009-05-01 | 112.9892961943090 |
| 2009-06-01 | 112.0848604680080 |
| 2009-07-01 | 111.1847584783130 |
| 2009-08-01 | 110.0477193229990 |
| 2009-09-01 | 110.2873392846340 |
| 2009-10-01 | 111.0475484149650 |
| 2009-11-01 | 114.7433744730710 |
| 2009-12-01 | 111.1791687545970 |
| 2010-01-01 | 112.1220583062680 |
| 2010-02-01 | 113.0800531985900 |
| 2010-03-01 | 112.7320122586950 |
| 2010-04-01 | 114.5082749957540 |
| 2010-05-01 | 111.9909546110380 |
| 2010-06-01 | 111.8619380674720 |
| 2010-07-01 | 112.8041976679680 |
| 2010-08-01 | 113.0169115614920 |
| 2010-09-01 | 110.8002909598930 |
| 2010-10-01 | 114.0110619398450 |
| 2010-11-01 | 112.7983777453770 |
| 2010-12-01 | 111.1215202196270 |
| 2011-01-01 | 113.1517640978390 |
| 2011-02-01 | 113.9233818022530 |
| 2011-03-01 | 113.7694540740500 |
| 2011-04-01 | 113.3410964844820 |
| 2011-05-01 | 113.9112013837820 |
| 2011-06-01 | 115.2101329842400 |
| 2011-07-01 | 115.1014225288970 |
| 2011-08-01 | 115.4696025625830 |
| 2011-09-01 | 115.8259466345770 |
| 2011-10-01 | 116.2114391553110 |
| 2011-11-01 | 118.0631332017500 |
| 2011-12-01 | 118.4397732438970 |
| 2012-01-01 | 118.1686314726970 |
| 2012-02-01 | 118.2818190578660 |
| 2012-03-01 | 118.9210806379360 |
| 2012-04-01 | 118.6897209646580 |
| 2012-05-01 | 119.3169724500810 |
| 2012-06-01 | 120.9885648032670 |
| 2012-07-01 | 121.0020189024180 |
| 2012-08-01 | 121.7818256259260 |
| 2012-09-01 | 122.4214361605020 |
| 2012-10-01 | 122.0351698457660 |
| 2012-11-01 | 120.8736061428860 |
| 2012-12-01 | 121.3213656997400 |
| 2013-01-01 | 119.6938698600650 |
| 2013-02-01 | 121.5944044229290 |
| 2013-03-01 | 123.0721544584630 |
| 2013-04-01 | 124.0738877292800 |
| 2013-05-01 | 124.8179199784050 |
| 2013-06-01 | 124.0714797790440 |
| 2013-07-01 | 124.9536177185170 |
| 2013-08-01 | 125.4664487266000 |
| 2013-09-01 | 125.6246764126300 |
| 2013-10-01 | 124.9842999013500 |
| 2013-11-01 | 122.7351837763260 |
| 2013-12-01 | 124.2220711607070 |
| 2014-01-01 | 127.3240001865650 |
| 2014-02-01 | 127.0343596744270 |
| 2014-03-01 | 126.8840933474400 |
| 2014-04-01 | 125.3381625919030 |
| 2014-05-01 | 126.7125024560390 |
| 2014-06-01 | 125.4549021921770 |
| 2014-07-01 | 123.9575735747460 |
| 2014-08-01 | 124.8008323532920 |
| 2014-09-01 | 123.5830164855420 |
| 2014-10-01 | 125.2408212260270 |
| 2014-11-01 | 125.3130548978170 |
| 2014-12-01 | 126.2242029708390 |
| 2015-01-01 | 127.2072049395580 |
| 2015-02-01 | 127.1713558689630 |
| 2015-03-01 | 128.0285128096480 |
| 2015-04-01 | 128.3089617597330 |
| 2015-05-01 | 127.3587024104600 |
| 2015-06-01 | 127.9463913889120 |
| 2015-07-01 | 129.5206597504120 |
| 2015-08-01 | 128.1474176430660 |
| 2015-09-01 | 127.5408870579410 |
| 2015-10-01 | 129.2439096591940 |
| 2015-11-01 | 131.9021655738780 |
| 2015-12-01 | 129.3541524566940 |
| 2016-01-01 | 127.6836074513500 |
| 2016-02-01 | 128.2077622653050 |
| 2016-03-01 | 125.9143507347860 |
| 2016-04-01 | 123.5809621997880 |
| 2016-05-01 | 124.6917002400880 |
| 2016-06-01 | 124.2516415140260 |
| 2016-07-01 | 124.6303874005420 |
| 2016-08-01 | 123.7516380611950 |
| 2016-09-01 | 124.2730044527100 |
| 2016-10-01 | 122.6068429821010 |
| 2016-11-01 | 125.6184826652270 |
| 2016-12-01 | 122.1798140629620 |
| 2017-01-01 | 122.4061035850190 |
| 2017-02-01 | 121.8773147541700 |
| 2017-03-01 | 122.3605203432460 |
| 2017-04-01 | 124.6127024247440 |
| 2017-05-01 | 125.1190054367900 |
| 2017-06-01 | 125.5710175563060 |
| 2017-07-01 | 125.9271023527700 |
| 2017-08-01 | 126.9340841579340 |
| 2017-09-01 | 126.2750477088120 |
| 2017-10-01 | 125.4378296750430 |
| 2017-11-01 | 126.8311153525270 |
| 2017-12-01 | 126.9042640559390 |
| 2018-01-01 | 130.2799290009630 |
| 2018-02-01 | 127.3792095764830 |
| 2018-03-01 | 128.7671028833820 |
| 2018-04-01 | 129.6741241687350 |
| 2018-05-01 | 128.2245061774460 |
| 2018-06-01 | 129.7733368067430 |
| 2018-07-01 | 128.5205827741840 |
| 2018-08-01 | 128.4788396974230 |
| 2018-09-01 | 129.5396194438690 |
| 2018-10-01 | 129.6669399392630 |
| 2018-11-01 | 129.4856148072930 |
| 2018-12-01 | 130.2667000757260 |
| 2019-01-01 | 131.7013632200650 |
| 2019-02-01 | 133.4672962731980 |
| 2019-03-01 | 132.9998402627060 |
| 2019-04-01 | 132.0769258616470 |
| 2019-05-01 | 129.8887215751440 |
| 2019-06-01 | 132.1585558522020 |
| 2019-07-01 | 131.5216327805290 |
| 2019-08-01 | 132.9130346688430 |
| 2019-09-01 | 132.8146668321730 |
| 2019-10-01 | 129.4586636184500 |
| 2019-11-01 | 132.9981462514200 |
| 2019-12-01 | 132.4324483327780 |
| 2020-01-01 | 133.8525322011040 |
| 2020-02-01 | 136.7874150511510 |
| 2020-03-01 | 135.6761098473880 |
| 2020-04-01 | 119.3927939331470 |
| 2020-05-01 | 122.2202435816430 |
| 2020-06-01 | 122.2949208388120 |
| 2020-07-01 | 123.3104676539180 |
| 2020-08-01 | 122.1738594907730 |
| 2020-09-01 | 122.6011510677300 |
| 2020-10-01 | 125.8633901884510 |
| 2020-11-01 | 125.5106756096370 |
| 2020-12-01 | 127.6298811786350 |
| 2021-01-01 | 126.6746744028950 |
| 2021-02-01 | 125.1874230120880 |
| 2021-03-01 | 127.1583357006730 |
| 2021-04-01 | 128.6535997650180 |
| 2021-05-01 | 134.2171972634840 |
| 2021-06-01 | 129.7739094364170 |
| 2021-07-01 | 131.9613405922400 |
| 2021-08-01 | 132.4932182725380 |
| 2021-09-01 | 133.3954476522150 |
| 2021-10-01 | 136.5630523131540 |
| 2021-11-01 | 138.0252653503230 |
| 2021-12-01 | 137.1219843104510 |
| 2022-01-01 | 135.1681345606300 |
| 2022-02-01 | 137.7006548630810 |
| 2022-03-01 | 143.0142216412820 |
| 2022-04-01 | 144.8229196089020 |
| 2022-05-01 | 145.5670289175490 |
| 2022-06-01 | 145.0950862729260 |
| 2022-07-01 | 146.6357714428710 |
| 2022-08-01 | 147.8044779903030 |
| 2022-09-01 | 147.7312559758430 |
| 2022-10-01 | 144.9482471832650 |
| 2022-11-01 | 145.9128994850670 |
| 2022-12-01 | 148.0175272588140 |
| 2023-01-01 | 143.6148640215230 |
| 2023-02-01 | 143.4009058858120 |
| 2023-03-01 | 144.0772429052610 |
| 2023-04-01 | 144.6435615600160 |
| 2023-05-01 | 145.5476914850590 |
| 2023-06-01 | 146.0847258561380 |
| 2023-07-01 | 144.6093831929020 |
| 2023-08-01 | 145.5982305101920 |
| 2023-09-01 | 146.4577150397340 |
| 2023-10-01 | 145.4151349160110 |
| 2023-11-01 | 144.5145454953680 |
| 2023-12-01 | 147.4235178658800 |
| 2024-01-01 | 147.8829807025440 |
| 2024-02-01 | 147.5444745083060 |
| 2024-03-01 | 147.3806510679450 |
| 2024-04-01 | 144.9365893362070 |
| 2024-05-01 | 146.0224587635980 |
| 2024-06-01 | 146.5731301516900 |
| 2024-07-01 | 146.5704685680390 |
| 2024-08-01 | 144.8100820029280 |
| 2024-09-01 | 144.4271721412640 |
| 2024-10-01 | 145.7547412579450 |
| 2024-11-01 | 144.4690797988560 |
| 2024-12-01 | 143.0961719387020 |
| 2025-01-01 | 142.5245369230070 |
| 2025-02-01 | 143.8121946358590 |
| 2025-03-01 | 143.3584728644190 |
| 2025-04-01 | 144.2860302948280 |
| 2025-05-01 | 144.4607328300080 |
| 2025-06-01 | 144.2126394278990 |
| 2025-07-01 | 144.2087771111980 |
| 2025-08-01 | 146.5858895070530 |
| 2025-09-01 | 143.8668602661600 |
| 2025-10-01 | 142.9150669123840 |
| 2025-11-01 | 143.0849012464930 |
| 2025-12-01 | 141.9896080376250 |
| 2026-01-01 | 143.6411060805630 |
| 2026-02-01 | 142.6633754053760 |
| 2026-03-01 | 141.1741895337930 |
| 2026-04-01 | 140.6706787826750 |
| 2026-05-01 | 140.2583979651490 |