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: Services to Buildings and Dwellings in Los Angeles-Long Beach-Anaheim, CA (MSA) Series ID: SMU06310806056170001SA 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 2024-03-01 Last Updated: 2024-04-20 6:02 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/SMU06310806056170001). 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 55.185424831413094 1990-02-01 55.262684306077400 1990-03-01 55.602877018451610 1990-04-01 55.503613010690700 1990-05-01 55.385747949677900 1990-06-01 55.384177737171500 1990-07-01 55.779077466424106 1990-08-01 55.159719684263400 1990-09-01 55.847500202438205 1990-10-01 54.794694854338800 1990-11-01 54.996821352025100 1990-12-01 55.108267347779000 1991-01-01 55.828306145304790 1991-02-01 55.670910386203900 1991-03-01 54.487743285871300 1991-04-01 54.075896219428100 1991-05-01 53.243112220683500 1991-06-01 52.439482617827300 1991-07-01 53.076044642777994 1991-08-01 53.197824636379500 1991-09-01 52.826420413174300 1991-10-01 53.672828703784700 1991-11-01 53.916483874063800 1991-12-01 53.691672559629794 1992-01-01 52.486570103808600 1992-02-01 51.863331554492100 1992-03-01 52.158142636967106 1992-04-01 52.099501782996600 1992-05-01 52.439370274439106 1992-06-01 52.715533827366800 1992-07-01 52.194081751835000 1992-08-01 51.793096801598300 1992-09-01 51.115119696131600 1992-10-01 52.377488591380210 1992-11-01 52.416045131073396 1992-12-01 52.133247829153206 1993-01-01 50.760250289155700 1993-02-01 51.364588038692000 1993-03-01 51.519294616472800 1993-04-01 51.601079129722000 1993-05-01 51.791055451940096 1993-06-01 51.022673131396395 1993-07-01 55.013582874483600 1993-08-01 55.501035061841000 1993-09-01 55.084593913850000 1993-10-01 50.997536039834394 1993-11-01 50.936552191774396 1993-12-01 50.970650391410295 1994-01-01 51.879359033663704 1994-02-01 52.056569450057204 1994-03-01 52.245218989127600 1994-04-01 51.894424083998096 1994-05-01 51.493287099638700 1994-06-01 51.965886806778500 1994-07-01 52.212690080079206 1994-08-01 52.267664218900900 1994-09-01 52.560372262603800 1994-10-01 52.002018230992896 1994-11-01 52.426232968159000 1994-12-01 52.388822935884800 1995-01-01 54.190522378241994 1995-02-01 55.356260278783000 1995-03-01 55.422820345603895 1995-04-01 55.832836509825500 1995-05-01 56.030053244395106 1995-06-01 56.647262114531095 1995-07-01 56.479519393406804 1995-08-01 56.672135178164500 1995-09-01 57.209262032708000 1995-10-01 56.382284598117500 1995-11-01 57.106742143869496 1995-12-01 57.315514390541495 1996-01-01 58.809005187589290 1996-02-01 58.469278429949290 1996-03-01 58.570732866288200 1996-04-01 58.725165538905100 1996-05-01 58.716827532373200 1996-06-01 58.597307529189500 1996-07-01 58.128400156144900 1996-08-01 58.286361373580000 1996-09-01 58.283075230105700 1996-10-01 58.994976021334200 1996-11-01 59.057397849384500 1996-12-01 59.165182523306996 1997-01-01 58.728773793073500 1997-02-01 58.227084118532890 1997-03-01 59.332973790042400 1997-04-01 60.968020718374994 1997-05-01 61.072372064871500 1997-06-01 61.389221028595400 1997-07-01 62.367160388439100 1997-08-01 62.627379040041290 1997-09-01 62.472320043517900 1997-10-01 62.455142374749094 1997-11-01 62.505763313114800 1997-12-01 62.854290961019710 1998-01-01 63.580489460368400 1998-02-01 63.021607158092700 1998-03-01 62.680056961143600 1998-04-01 63.129476128771100 1998-05-01 63.578486081028790 1998-06-01 63.712064915029494 1998-07-01 63.875447852629100 1998-08-01 64.342970418367900 1998-09-01 64.767200175381790 1998-10-01 65.032176636416300 1998-11-01 65.482823919801900 1998-12-01 65.583527043988100 1999-01-01 65.851047587168300 1999-02-01 66.106900220084800 1999-03-01 66.451140316540900 1999-04-01 68.989974381340000 1999-05-01 69.156411006744010 1999-06-01 69.843242331439300 1999-07-01 69.062125414204900 1999-08-01 68.967243687492600 1999-09-01 69.253069705042200 1999-10-01 69.425912119419900 1999-11-01 69.822290134670800 1999-12-01 70.071932038481210 2000-01-01 69.468445393739100 2000-02-01 69.686560964653710 2000-03-01 69.643968446139800 2000-04-01 69.812860660071500 2000-05-01 69.661242364586000 2000-06-01 69.534156654983390 2000-07-01 69.949757087070600 2000-08-01 70.124994353497300 2000-09-01 70.353899325539200 2000-10-01 70.435457754863210 2000-11-01 70.555478166002900 2000-12-01 70.418682845818800 2001-01-01 70.114854841668900 2001-02-01 70.319634774772700 2001-03-01 70.380474009857510 2001-04-01 70.585205436083300 2001-05-01 70.667852535367700 2001-06-01 70.942617792148800 2001-07-01 70.470784603365400 2001-08-01 70.417199952665910 2001-09-01 69.888527662896500 2001-10-01 69.517708626651100 2001-11-01 69.321298189147900 2001-12-01 68.762984569227710 2002-01-01 69.550807787189600 2002-02-01 69.014919425317800 2002-03-01 68.804107518578700 2002-04-01 68.243658365471100 2002-05-01 68.261903493805600 2002-06-01 68.155882069445200 2002-07-01 68.705404778535000 2002-08-01 68.740440164243410 2002-09-01 68.856680932621900 2002-10-01 68.907300135790100 2002-11-01 68.801710962660600 2002-12-01 68.601303565549200 2003-01-01 68.228507037647290 2003-02-01 68.646516202173200 2003-03-01 68.925812686377400 2003-04-01 69.243155603222000 2003-05-01 69.941673996506800 2003-06-01 69.789727234477000 2003-07-01 68.286318534709990 2003-08-01 69.105969010695490 2003-09-01 70.022626960322300 2003-10-01 68.975765150007700 2003-11-01 68.634584008028900 2003-12-01 68.610752450277390 2004-01-01 69.496412296160500 2004-02-01 69.870988002825500 2004-03-01 70.279747210115000 2004-04-01 70.682846176775210 2004-05-01 70.502201866371000 2004-06-01 70.624826389801700 2004-07-01 70.475367342841710 2004-08-01 70.687797542260410 2004-09-01 70.774768626315210 2004-10-01 70.942236024619090 2004-11-01 70.835831237305300 2004-12-01 71.213870562314700 2005-01-01 70.771950974180910 2005-02-01 70.977528492722700 2005-03-01 71.192172684051580 2005-04-01 71.330699140005500 2005-05-01 71.521104302062300 2005-06-01 71.982749405318500 2005-07-01 72.993354399566500 2005-08-01 73.449491144861710 2005-09-01 74.100059345904500 2005-10-01 74.773819732756300 2005-11-01 75.518966227293300 2005-12-01 75.810511277086200 2006-01-01 76.494308230646710 2006-02-01 76.927975925454400 2006-03-01 76.852567800415910 2006-04-01 76.364358572257700 2006-05-01 76.479634406754410 2006-06-01 76.632402377511300 2006-07-01 75.514244028145410 2006-08-01 75.795723522394410 2006-09-01 75.819847845415710 2006-10-01 75.909150501849300 2006-11-01 76.291415855320710 2006-12-01 76.558586868091000 2007-01-01 76.624811030679710 2007-02-01 76.290213685971100 2007-03-01 76.433228817446400 2007-04-01 76.369983458099500 2007-05-01 76.778976489006600 2007-06-01 77.258407515394600 2007-07-01 78.064300964356100 2007-08-01 78.841449077298100 2007-09-01 78.843758785917300 2007-10-01 77.958277967449800 2007-11-01 77.971257154459500 2007-12-01 77.596040692267700 2008-01-01 78.385961167623210 2008-02-01 78.701034603998300 2008-03-01 78.499576086911200 2008-04-01 78.915113906404200 2008-05-01 78.951416416956500 2008-06-01 78.676601735553900 2008-07-01 78.713791225647000 2008-08-01 78.680687231978710 2008-09-01 78.095530734916600 2008-10-01 77.556914095894100 2008-11-01 76.156424050669600 2008-12-01 75.229466696175010 2009-01-01 74.267157718200790 2009-02-01 73.503847000050100 2009-03-01 73.035105817511000 2009-04-01 72.516862323259900 2009-05-01 72.024185244596500 2009-06-01 72.176374932199500 2009-07-01 70.277969666075890 2009-08-01 70.208357805277200 2009-09-01 69.587451713715710 2009-10-01 70.691194135534900 2009-11-01 71.065553841821600 2009-12-01 70.837523239245090 2010-01-01 71.139331990724500 2010-02-01 71.094187678450700 2010-03-01 70.929036429144700 2010-04-01 71.309519217379500 2010-05-01 70.744031754253200 2010-06-01 70.578139435502510 2010-07-01 69.807928100316400 2010-08-01 69.835957279994700 2010-09-01 69.808837339020300 2010-10-01 69.580761533567300 2010-11-01 69.562233482021000 2010-12-01 69.755627026537300 2011-01-01 69.462546779772210 2011-02-01 69.533238823827600 2011-03-01 69.595137423214000 2011-04-01 69.659522436474500 2011-05-01 69.628777659599300 2011-06-01 69.658794649925100 2011-07-01 69.811927982706500 2011-08-01 70.345849972149110 2011-09-01 70.512035848662210 2011-10-01 70.803465332893410 2011-11-01 70.988787939125000 2011-12-01 71.065987220297600 2012-01-01 70.547268445000710 2012-02-01 70.544337200979700 2012-03-01 70.959378851943700 2012-04-01 70.952052755073800 2012-05-01 71.276163176148500 2012-06-01 71.254138176413490 2012-07-01 71.675104229074210 2012-08-01 71.333575880135800 2012-09-01 71.184658380151800 2012-10-01 71.412734783892500 2012-11-01 71.526369264015000 2012-12-01 71.598505160280300 2013-01-01 72.316391520261500 2013-02-01 72.634740039321100 2013-03-01 72.750066690542910 2013-04-01 73.268409712594790 2013-05-01 73.252064764397790 2013-06-01 73.477095025352400 2013-07-01 73.714566108497300 2013-08-01 73.697132046683900 2013-09-01 73.698136385664090 2013-10-01 73.695997312889500 2013-11-01 73.883084412213300 2013-12-01 73.951687912475010 2014-01-01 74.102852276071300 2014-02-01 74.038601160836100 2014-03-01 74.151417165221400 2014-04-01 73.771286894547800 2014-05-01 74.029728961726800 2014-06-01 74.324024368687500 2014-07-01 74.048294373264000 2014-08-01 74.775485556658500 2014-09-01 75.002403588196590 2014-10-01 74.925924927316400 2014-11-01 75.128440370152700 2014-12-01 75.402183925000590 2015-01-01 75.621212962265300 2015-02-01 75.953735688339590 2015-03-01 76.026689379718500 2015-04-01 76.198886058821200 2015-05-01 76.509550092522700 2015-06-01 76.787527331474300 2015-07-01 76.801534897421800 2015-08-01 76.950454797669700 2015-09-01 77.261151674246700 2015-10-01 77.942707052121800 2015-11-01 78.157466465061200 2015-12-01 78.322322606353300 2016-01-01 78.900833698613000 2016-02-01 79.001190055176300 2016-03-01 78.785932949678400 2016-04-01 79.331754190119500 2016-05-01 79.170758880960500 2016-06-01 79.258023257959300 2016-07-01 79.582638825700600 2016-08-01 79.623131662363500 2016-09-01 79.827360877316000 2016-10-01 79.224123222475400 2016-11-01 79.545917947801000 2016-12-01 79.520276092961410 2017-01-01 78.722973750823100 2017-02-01 79.355396139393900 2017-03-01 79.844865004735000 2017-04-01 80.692817032888100 2017-05-01 80.734218105070410 2017-06-01 80.929604338350000 2017-07-01 81.474711658622500 2017-08-01 81.583658917555510 2017-09-01 81.702489696721200 2017-10-01 82.679595074267800 2017-11-01 82.492293022178710 2017-12-01 82.502162032991410 2018-01-01 83.586937197038900 2018-02-01 84.042361263776600 2018-03-01 84.314274813737100 2018-04-01 83.820720430106700 2018-05-01 83.788986110795790 2018-06-01 83.804897732026300 2018-07-01 82.958192186484100 2018-08-01 83.872126338896100 2018-09-01 84.029027435870800 2018-10-01 83.581531454309800 2018-11-01 83.729354179406700 2018-12-01 83.691271714237910 2019-01-01 83.786123443825600 2019-02-01 83.783825739235600 2019-03-01 84.155602943223700 2019-04-01 84.368258361491910 2019-05-01 84.736556083926300 2019-06-01 84.859957401127400 2019-07-01 84.766499946063000 2019-08-01 84.984318794478090 2019-09-01 85.047969783353100 2019-10-01 84.376238373029210 2019-11-01 84.884775775313600 2019-12-01 84.799157781054900 2020-01-01 85.698897030985300 2020-02-01 85.731642026243590 2020-03-01 84.509631296485100 2020-04-01 76.765575868646900 2020-05-01 77.318855428268900 2020-06-01 78.076582530213910 2020-07-01 78.701931254382200 2020-08-01 79.120328109459490 2020-09-01 79.076832051561400 2020-10-01 80.385365364854900 2020-11-01 80.698445232870700 2020-12-01 80.945115743598790 2021-01-01 80.910020323875200 2021-02-01 80.860078945383310 2021-03-01 81.248514027650400 2021-04-01 82.122029532149200 2021-05-01 81.664230204581090 2021-06-01 81.657423646643000 2021-07-01 82.342868978114210 2021-08-01 82.356833001903710 2021-09-01 82.011034468192100 2021-10-01 83.538650378733100 2021-11-01 84.159000398468100 2021-12-01 83.903981463041290 2022-01-01 83.895659327997210 2022-02-01 84.648127574435210 2022-03-01 84.479080423407910 2022-04-01 83.815980504987900 2022-05-01 83.875247553534900 2022-06-01 83.729177094563210 2022-07-01 83.675473831372500 2022-08-01 83.591917000671900 2022-09-01 83.848511184295500 2022-10-01 83.724324826017000 2022-11-01 83.657281895613100 2022-12-01 83.671997949054700 2023-01-01 83.870300093903100 2023-02-01 83.824154677768900 2023-03-01 83.572550934768420 2023-04-01 83.940400556549300 2023-05-01 84.297441432137920 2023-06-01 84.289323512406800 2023-07-01 83.907419821200290 2023-08-01 84.215837950649600 2023-09-01 84.160232066009600 2023-10-01 84.146382253151200 2023-11-01 83.842258593769090 2023-12-01 84.527815692170000 2024-01-01 84.792629425448910 2024-02-01 84.624811521894000 2024-03-01 86.202712767262500