NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Business Support Services in California Series ID: SMU06000006056140001SA 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 2024-04-01 Last Updated: 2024-05-18 5:29 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU06000006056140001). 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 48.529527871492604 1990-02-01 49.076666342365290 1990-03-01 49.168380478549610 1990-04-01 50.080949922089395 1990-05-01 50.223489600597800 1990-06-01 49.656393186983394 1990-07-01 49.725967050087010 1990-08-01 49.980623899717210 1990-09-01 49.822559565360900 1990-10-01 50.454672800059210 1990-11-01 50.994195793491200 1990-12-01 49.283933195461210 1991-01-01 50.162800181988295 1991-02-01 49.866323054070210 1991-03-01 49.394767557334795 1991-04-01 49.923917750488100 1991-05-01 49.824792971184800 1991-06-01 50.138001601721110 1991-07-01 49.926031364377394 1991-08-01 49.793114754560200 1991-09-01 49.533590367829800 1991-10-01 48.910113211553790 1991-11-01 48.978856269361600 1991-12-01 48.892813867808200 1992-01-01 49.198884390941400 1992-02-01 48.908615193535496 1992-03-01 48.980219888536205 1992-04-01 48.388870320151900 1992-05-01 47.930797968987100 1992-06-01 47.782746138922995 1992-07-01 48.242174030746300 1992-08-01 48.017971616179800 1992-09-01 48.950792218980204 1992-10-01 48.430160712727606 1992-11-01 48.130733682519400 1992-12-01 48.294077303059105 1993-01-01 49.075767067741005 1993-02-01 48.043049189100800 1993-03-01 48.415483555002700 1993-04-01 48.437468076914705 1993-05-01 49.009561568991700 1993-06-01 49.743156940732500 1993-07-01 49.289700995078704 1993-08-01 49.432162483465100 1993-09-01 49.446677021696700 1993-10-01 49.976738319729000 1993-11-01 49.980280643438300 1993-12-01 50.428721977855900 1994-01-01 49.376485418674800 1994-02-01 49.977592332853100 1994-03-01 50.189774464563400 1994-04-01 49.444344952229500 1994-05-01 49.316332645280400 1994-06-01 49.011502746313106 1994-07-01 49.813882509809600 1994-08-01 49.659563678619605 1994-09-01 49.966957572887710 1994-10-01 49.941823157029200 1994-11-01 50.435171129504700 1994-12-01 50.146110687540290 1995-01-01 51.395371043279800 1995-02-01 52.319042559771006 1995-03-01 52.175559364754704 1995-04-01 53.009539997215400 1995-05-01 53.205669875309800 1995-06-01 53.301347842410200 1995-07-01 52.549772679035705 1995-08-01 53.692876497994000 1995-09-01 53.644723574737604 1995-10-01 54.095355792465200 1995-11-01 54.409791543836200 1995-12-01 54.095327922291204 1996-01-01 52.770775165769500 1996-02-01 53.246966084871396 1996-03-01 53.446939016544600 1996-04-01 53.368914433941200 1996-05-01 53.516830804304800 1996-06-01 53.444940547533400 1996-07-01 53.583958079453900 1996-08-01 54.006357076782890 1996-09-01 53.930334064862500 1996-10-01 53.641315628052205 1996-11-01 53.791217494745500 1996-12-01 53.939129028951900 1997-01-01 54.391641737343400 1997-02-01 54.878410735615900 1997-03-01 55.302492980415295 1997-04-01 55.764234208760700 1997-05-01 56.109760888050005 1997-06-01 56.362233738263290 1997-07-01 55.872142650901100 1997-08-01 56.219867281363000 1997-09-01 56.684938794219000 1997-10-01 57.204372493398600 1997-11-01 57.483833041304210 1997-12-01 59.057052762924606 1998-01-01 58.583702293795994 1998-02-01 58.915197716419500 1998-03-01 59.316031425740604 1998-04-01 59.488199476439200 1998-05-01 60.462248852727300 1998-06-01 59.908210855060204 1998-07-01 59.998529081968000 1998-08-01 59.822203749334000 1998-09-01 60.892962243666800 1998-10-01 59.979490564597210 1998-11-01 60.178005406329000 1998-12-01 59.933816299665295 1999-01-01 58.644926946614700 1999-02-01 59.584170313731390 1999-03-01 60.526354890498894 1999-04-01 59.220270773251000 1999-05-01 59.373099135226600 1999-06-01 59.674502601811700 1999-07-01 59.434322970692500 1999-08-01 59.623785708458210 1999-09-01 57.804560523110300 1999-10-01 55.798434975049000 1999-11-01 55.246463130089290 1999-12-01 55.503991683436496 2000-01-01 56.006315874794396 2000-02-01 56.384585164635496 2000-03-01 56.280763108211900 2000-04-01 56.033340654260996 2000-05-01 55.961187854171900 2000-06-01 55.883597634366204 2000-07-01 55.626191190187600 2000-08-01 55.900290060195296 2000-09-01 56.441587191608500 2000-10-01 57.321839727324710 2000-11-01 57.422449867415800 2000-12-01 58.001973214000100 2001-01-01 57.665851838792500 2001-02-01 57.923558176213400 2001-03-01 57.593787160674890 2001-04-01 57.983679241240200 2001-05-01 57.995335749514600 2001-06-01 58.448388636258294 2001-07-01 59.028508192717200 2001-08-01 59.012389353370800 2001-09-01 58.797987478185700 2001-10-01 58.932198426817500 2001-11-01 58.694849487709290 2001-12-01 58.683295292822900 2002-01-01 58.958186034090500 2002-02-01 58.577662089367100 2002-03-01 58.223960143923500 2002-04-01 59.882352236702100 2002-05-01 59.279798784524100 2002-06-01 59.591342676155300 2002-07-01 60.130610356638606 2002-08-01 60.446059021385500 2002-09-01 60.554507655858710 2002-10-01 60.879769382976800 2002-11-01 61.222309490082296 2002-12-01 61.191475737356800 2003-01-01 61.241930118297006 2003-02-01 61.206112754450906 2003-03-01 61.407624412648000 2003-04-01 61.247177460703000 2003-05-01 61.635957794949400 2003-06-01 61.429033872729600 2003-07-01 61.082857285763104 2003-08-01 61.037417931445400 2003-09-01 61.304867763270210 2003-10-01 60.826340960645894 2003-11-01 60.019837376678000 2003-12-01 60.189299565685790 2004-01-01 61.935228525916900 2004-02-01 62.102638087422000 2004-03-01 61.910306021551200 2004-04-01 61.854148777375705 2004-05-01 61.603091316200000 2004-06-01 61.208306269677490 2004-07-01 61.274198371337000 2004-08-01 61.010535260106000 2004-09-01 60.508362782504300 2004-10-01 60.697928599100510 2004-11-01 60.536258083050896 2004-12-01 60.212065507220400 2005-01-01 59.701545095689404 2005-02-01 59.568751863462200 2005-03-01 59.298095370846600 2005-04-01 59.713982995230210 2005-05-01 59.488714604858210 2005-06-01 59.552391548782000 2005-07-01 59.941097496267900 2005-08-01 59.798859352958100 2005-09-01 59.826490807392500 2005-10-01 59.202277041886100 2005-11-01 59.285398534287610 2005-12-01 59.765972335596890 2006-01-01 59.844450516736600 2006-02-01 60.059549981777600 2006-03-01 59.970793632314994 2006-04-01 59.752491881255500 2006-05-01 59.611948533021895 2006-06-01 59.257490699527200 2006-07-01 59.128363699825110 2006-08-01 58.947894959934000 2006-09-01 59.121720169982990 2006-10-01 59.178892996673600 2006-11-01 59.219939993168600 2006-12-01 59.134683649123900 2007-01-01 59.127802134179000 2007-02-01 59.277528706027695 2007-03-01 59.656340786096400 2007-04-01 58.842120363634100 2007-05-01 58.347411457136495 2007-06-01 58.258153124882500 2007-07-01 58.446983470227394 2007-08-01 57.678565830287000 2007-09-01 57.323405332508706 2007-10-01 56.638483454345600 2007-11-01 56.183451124718104 2007-12-01 56.001004857132700 2008-01-01 55.106162763232795 2008-02-01 55.512757013948600 2008-03-01 55.788414398364000 2008-04-01 55.634936483435496 2008-05-01 56.581951993987396 2008-06-01 56.562097104740296 2008-07-01 56.057740902651700 2008-08-01 55.979609649087400 2008-09-01 55.688798075668790 2008-10-01 55.539158548971500 2008-11-01 55.183917526141000 2008-12-01 55.007868119579200 2009-01-01 54.175618947955400 2009-02-01 53.419024856545000 2009-03-01 52.979922887151100 2009-04-01 52.594209747039606 2009-05-01 52.645313250454706 2009-06-01 53.118055994946100 2009-07-01 52.221569188973895 2009-08-01 52.655125213184206 2009-09-01 52.986066320053396 2009-10-01 53.770295403784196 2009-11-01 54.194403694078396 2009-12-01 54.387729957310704 2010-01-01 55.283640997881800 2010-02-01 55.473873492745106 2010-03-01 55.859828912977804 2010-04-01 56.121575312966900 2010-05-01 56.352128980686600 2010-06-01 56.519120805201794 2010-07-01 56.528191441959400 2010-08-01 56.611255762027100 2010-09-01 56.688609296571800 2010-10-01 56.628636129758206 2010-11-01 56.763300248639794 2010-12-01 57.187461577965400 2011-01-01 55.201909782294706 2011-02-01 54.480639870732300 2011-03-01 55.564786345754800 2011-04-01 56.132996182491400 2011-05-01 56.080078767499200 2011-06-01 55.845592151207896 2011-07-01 55.614730856627000 2011-08-01 55.500049266497790 2011-09-01 55.622402792049100 2011-10-01 55.182977011121500 2011-11-01 55.025986961825000 2011-12-01 55.149168435438206 2012-01-01 55.653736500799290 2012-02-01 55.868809229742400 2012-03-01 56.063838799341710 2012-04-01 56.143668350140710 2012-05-01 55.893208253923100 2012-06-01 56.080695790282405 2012-07-01 56.685275358199400 2012-08-01 57.010944104151000 2012-09-01 56.769788425664200 2012-10-01 56.744373078969600 2012-11-01 56.811512749863300 2012-12-01 57.097536885974400 2013-01-01 56.787474122988700 2013-02-01 57.174624673086605 2013-03-01 57.625673859672006 2013-04-01 56.463968462943605 2013-05-01 56.703355663224000 2013-06-01 57.118845695839900 2013-07-01 57.351048314360600 2013-08-01 57.532612768338005 2013-09-01 57.536554851679400 2013-10-01 57.598037743594205 2013-11-01 57.682350339683104 2013-12-01 57.720042830232295 2014-01-01 57.835526477646106 2014-02-01 57.795383533279704 2014-03-01 58.207939301814000 2014-04-01 58.294903389846600 2014-05-01 58.565407039333100 2014-06-01 58.730806730452300 2014-07-01 58.152608968427900 2014-08-01 58.375512972538395 2014-09-01 58.584483872020800 2014-10-01 59.064447567162300 2014-11-01 58.926409226284505 2014-12-01 58.863626861341600 2015-01-01 58.784452713786790 2015-02-01 58.650782497241494 2015-03-01 58.378938551442100 2015-04-01 58.406559524298900 2015-05-01 58.912096553466995 2015-06-01 58.221930601843400 2015-07-01 58.508953972330210 2015-08-01 58.421605531905200 2015-09-01 58.394813094066400 2015-10-01 58.729962822320395 2015-11-01 58.914447973238900 2015-12-01 59.227036766561900 2016-01-01 59.358545373032705 2016-02-01 59.237534138177700 2016-03-01 59.291497479811300 2016-04-01 59.308350886160000 2016-05-01 59.119326180459900 2016-06-01 59.301875220319790 2016-07-01 59.888475270844600 2016-08-01 59.860441405181795 2016-09-01 59.784908340506500 2016-10-01 59.716199654546000 2016-11-01 59.489217044528890 2016-12-01 59.556983847213495 2017-01-01 59.919914518804290 2017-02-01 60.247981364156296 2017-03-01 60.324071980105800 2017-04-01 60.521383484763100 2017-05-01 60.886629212597896 2017-06-01 60.675974613050100 2017-07-01 60.360196406412300 2017-08-01 60.161853274258300 2017-09-01 60.374560901877096 2017-10-01 59.973466284808396 2017-11-01 60.146251372128106 2017-12-01 60.170938850996900 2018-01-01 59.977627988247605 2018-02-01 60.364802919250900 2018-03-01 60.710555442497395 2018-04-01 60.472340060940000 2018-05-01 60.359549615205005 2018-06-01 60.413410703521800 2018-07-01 60.191058657393400 2018-08-01 60.562431759331000 2018-09-01 60.606302600838700 2018-10-01 60.232596319638100 2018-11-01 60.324375554153210 2018-12-01 59.635794211409000 2019-01-01 59.738464070983300 2019-02-01 59.487445255625800 2019-03-01 59.590349167592000 2019-04-01 59.453770074632700 2019-05-01 59.439695781437100 2019-06-01 59.016919813557610 2019-07-01 59.015664954328095 2019-08-01 58.934522525279895 2019-09-01 58.835128562560500 2019-10-01 59.003192823288900 2019-11-01 58.950530309428100 2019-12-01 59.231877930779895 2020-01-01 58.997609904592200 2020-02-01 58.821239088199796 2020-03-01 58.662582341416290 2020-04-01 50.717819473070900 2020-05-01 51.057671168840900 2020-06-01 51.808297993830610 2020-07-01 51.980676991558106 2020-08-01 52.206417858587600 2020-09-01 52.384273208530600 2020-10-01 52.942215873901500 2020-11-01 52.769643134754894 2020-12-01 53.644923134444290 2021-01-01 51.949896549339600 2021-02-01 50.642116949846404 2021-03-01 50.393397184705200 2021-04-01 49.651527522620400 2021-05-01 49.658828065069100 2021-06-01 49.379307505591790 2021-07-01 49.323491450034300 2021-08-01 48.661346738628500 2021-09-01 48.198879636809900 2021-10-01 48.513600978351604 2021-11-01 48.358977704602600 2021-12-01 48.648898829281400 2022-01-01 48.421266616692200 2022-02-01 48.761010338031504 2022-03-01 48.786075864674200 2022-04-01 48.226752875456400 2022-05-01 48.308237704818000 2022-06-01 48.134773413116600 2022-07-01 47.748045819059705 2022-08-01 48.043716283934790 2022-09-01 47.812449941838890 2022-10-01 47.017977395240900 2022-11-01 46.883936445932210 2022-12-01 46.783019269491100 2023-01-01 46.523723494220800 2023-02-01 46.358212852206790 2023-03-01 46.421880063365300 2023-04-01 46.383195263182500 2023-05-01 46.155153625896794 2023-06-01 45.797463275324105 2023-07-01 45.622063521112300 2023-08-01 45.219182379760290 2023-09-01 45.087475926394700 2023-10-01 44.608518293443396 2023-11-01 44.183669353313290 2023-12-01 44.444649158232700 2024-01-01 44.739447969465700 2024-02-01 44.470040562175100 2024-03-01 44.354367801179510 2024-04-01 44.420411916552105