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-Glendale, CA (MD) Series ID: SMU06310846056170001SA 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 5:56 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/SMU06310846056170001). 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 38.012197658648205 1990-02-01 37.959786363364294 1990-03-01 38.355336640048500 1990-04-01 37.978385466972206 1990-05-01 38.049253265968600 1990-06-01 38.130738916669000 1990-07-01 38.433706026466204 1990-08-01 38.335092331145400 1990-09-01 38.412937542480300 1990-10-01 37.599810670581796 1990-11-01 37.616430358936300 1990-12-01 37.703788234902400 1991-01-01 37.554576099266210 1991-02-01 37.765635438143500 1991-03-01 36.955824232406100 1991-04-01 36.863261047220100 1991-05-01 36.126060230360200 1991-06-01 35.412712686110000 1991-07-01 35.924267426561400 1991-08-01 35.889781669905710 1991-09-01 35.683463768607000 1991-10-01 36.431896705497200 1991-11-01 36.681127221216300 1991-12-01 36.553746518725500 1992-01-01 34.728749918985600 1992-02-01 34.452807962243300 1992-03-01 34.362136661298700 1992-04-01 34.220649517334200 1992-05-01 34.454867999125900 1992-06-01 34.538979131294000 1992-07-01 34.228899046989795 1992-08-01 33.737993438368896 1992-09-01 33.153568911801200 1992-10-01 33.981101251966700 1992-11-01 33.781872359898700 1992-12-01 33.531445646186110 1993-01-01 32.520117890325400 1993-02-01 32.837594605955800 1993-03-01 32.756295962607005 1993-04-01 33.084151568823900 1993-05-01 33.154801072766500 1993-06-01 32.524016327819000 1993-07-01 35.928306947494400 1993-08-01 36.302127300968500 1993-09-01 36.005776102366100 1993-10-01 32.840137066089895 1993-11-01 32.691883420175900 1993-12-01 32.600982242633100 1994-01-01 33.048201383651400 1994-02-01 33.244257679286700 1994-03-01 33.463678774267700 1994-04-01 33.228356471327300 1994-05-01 33.022124081879600 1994-06-01 33.430965892044505 1994-07-01 33.625384606577300 1994-08-01 33.645134874956696 1994-09-01 33.786548266890605 1994-10-01 33.387447958938900 1994-11-01 33.481760914831200 1994-12-01 33.261610010378400 1995-01-01 34.054627380575000 1995-02-01 34.742773217144900 1995-03-01 34.570641489046100 1995-04-01 34.616077574505700 1995-05-01 34.833140483391105 1995-06-01 35.163803392659600 1995-07-01 34.893444443929800 1995-08-01 35.116970042239900 1995-09-01 35.461534159467400 1995-10-01 35.107937658828800 1995-11-01 35.424782434001300 1995-12-01 35.161393769350900 1996-01-01 36.651272756010300 1996-02-01 36.462682489854100 1996-03-01 36.512615969371400 1996-04-01 36.720930927110500 1996-05-01 36.682447437503290 1996-06-01 36.523277236828200 1996-07-01 36.250488987307100 1996-08-01 36.205845912020900 1996-09-01 36.172357179332100 1996-10-01 36.491181913428000 1996-11-01 36.496000281176290 1996-12-01 36.330671637321700 1997-01-01 36.206114985422600 1997-02-01 36.289636277618800 1997-03-01 36.891731848181100 1997-04-01 37.854076384022800 1997-05-01 37.672494945360200 1997-06-01 37.801019600846200 1997-07-01 38.303028848743900 1997-08-01 38.508630874927200 1997-09-01 38.287931232869504 1997-10-01 38.513168031751110 1997-11-01 38.527517713554900 1997-12-01 38.504011463413400 1998-01-01 38.457674602558896 1998-02-01 38.457760922591100 1998-03-01 37.888405336176700 1998-04-01 37.578977754227000 1998-05-01 37.782198046394704 1998-06-01 37.601001296830100 1998-07-01 37.621539937717600 1998-08-01 37.542564881592895 1998-09-01 37.904145719553900 1998-10-01 38.059221013053396 1998-11-01 38.495070670476200 1998-12-01 38.348489084011504 1999-01-01 38.165488151661500 1999-02-01 38.199082838884200 1999-03-01 38.567871742175605 1999-04-01 40.393731293251800 1999-05-01 40.524098996298896 1999-06-01 40.806643461323300 1999-07-01 40.818127530119100 1999-08-01 40.636225395609294 1999-09-01 40.866726066161796 1999-10-01 40.845174264862300 1999-11-01 41.230122575916100 1999-12-01 41.140266885161000 2000-01-01 40.988883960483605 2000-02-01 41.056368958511290 2000-03-01 40.898674046778600 2000-04-01 40.865680203354295 2000-05-01 40.759965948986505 2000-06-01 40.683318852538704 2000-07-01 40.504141587927900 2000-08-01 40.834173168543000 2000-09-01 40.805190912553100 2000-10-01 41.190761482065000 2000-11-01 41.114794762517210 2000-12-01 41.155895853416000 2001-01-01 41.395483410432796 2001-02-01 41.494945238217700 2001-03-01 41.406142645364500 2001-04-01 41.501073008615300 2001-05-01 41.477184353512900 2001-06-01 41.565070592324100 2001-07-01 41.631677261389605 2001-08-01 41.661764366477200 2001-09-01 41.147336470782600 2001-10-01 41.131587637271600 2001-11-01 40.991919731103500 2001-12-01 40.532165071814300 2002-01-01 41.002442054991400 2002-02-01 40.732150282426296 2002-03-01 40.711814112593295 2002-04-01 40.649059924630300 2002-05-01 40.689150544970495 2002-06-01 40.555797549413100 2002-07-01 40.758990139000600 2002-08-01 40.746356091486895 2002-09-01 40.643244430073500 2002-10-01 39.953968656504400 2002-11-01 39.926966288721000 2002-12-01 39.543541560738400 2003-01-01 39.778279425766600 2003-02-01 40.022144662164294 2003-03-01 40.425058699266800 2003-04-01 40.553263947346600 2003-05-01 41.097365103088606 2003-06-01 40.971396027828895 2003-07-01 39.628814504759600 2003-08-01 40.099376409869706 2003-09-01 40.358479398269200 2003-10-01 40.253808256261200 2003-11-01 39.810502516914894 2003-12-01 39.674570616966000 2004-01-01 40.527454113191000 2004-02-01 40.596122059017700 2004-03-01 40.843622699837205 2004-04-01 41.108472636217800 2004-05-01 41.022526007963100 2004-06-01 41.201860926833400 2004-07-01 41.013735988943296 2004-08-01 41.194960923898600 2004-09-01 41.082792658184710 2004-10-01 40.926667720994296 2004-11-01 41.051942007738205 2004-12-01 41.096936656675600 2005-01-01 40.952375349384900 2005-02-01 40.957339193273400 2005-03-01 40.883187108889100 2005-04-01 41.274441414607395 2005-05-01 41.844327783267396 2005-06-01 42.460877865168500 2005-07-01 43.222676597286900 2005-08-01 43.549181496086100 2005-09-01 43.905570220801900 2005-10-01 44.975669400219200 2005-11-01 45.296006979135704 2005-12-01 45.560414213295200 2006-01-01 45.267990371206700 2006-02-01 45.515017025697794 2006-03-01 45.333823049238600 2006-04-01 44.746674864225290 2006-05-01 44.578013630050705 2006-06-01 44.712178429923700 2006-07-01 43.306106727291400 2006-08-01 43.250885987176890 2006-09-01 43.245162326145800 2006-10-01 43.316284449293000 2006-11-01 43.548911901283800 2006-12-01 43.793795784921210 2007-01-01 44.011033409652100 2007-02-01 43.785956174423400 2007-03-01 43.776402010326000 2007-04-01 43.563944363348400 2007-05-01 43.684013625320000 2007-06-01 43.741416802071000 2007-07-01 43.886817681761510 2007-08-01 44.531949072226710 2007-09-01 44.270550477155700 2007-10-01 43.897500038907500 2007-11-01 44.046801802562900 2007-12-01 44.061353604625700 2008-01-01 44.375601886233000 2008-02-01 44.570469998665104 2008-03-01 44.587466581319400 2008-04-01 45.530405854930600 2008-05-01 45.773625071558900 2008-06-01 45.650023702540700 2008-07-01 46.068243422692010 2008-08-01 46.227291855014000 2008-09-01 45.904021915234395 2008-10-01 45.694973820243600 2008-11-01 44.849946345889600 2008-12-01 44.327283619063700 2009-01-01 44.076184574453400 2009-02-01 43.775991615145905 2009-03-01 43.491880295890000 2009-04-01 42.643136573603600 2009-05-01 42.628929234536500 2009-06-01 42.849610043692710 2009-07-01 40.951767753202100 2009-08-01 41.150207630559700 2009-09-01 40.858535518654100 2009-10-01 41.211421154527600 2009-11-01 41.567415393535290 2009-12-01 41.466200775088600 2010-01-01 41.564609973085600 2010-02-01 41.554997429649795 2010-03-01 41.373503611955705 2010-04-01 41.687613119856500 2010-05-01 41.301765449047900 2010-06-01 41.240869668241000 2010-07-01 40.346364969753500 2010-08-01 40.497928818011600 2010-09-01 40.645792472884800 2010-10-01 40.232436946163205 2010-11-01 40.143179292605100 2010-12-01 40.358299806904300 2011-01-01 40.353142889841600 2011-02-01 40.421720535225504 2011-03-01 40.541211551832500 2011-04-01 40.668924534939400 2011-05-01 40.790876310520204 2011-06-01 40.627828409060100 2011-07-01 40.353920192967600 2011-08-01 40.951929518726200 2011-09-01 41.095855205207100 2011-10-01 41.686424431803495 2011-11-01 41.750706139446800 2011-12-01 41.829052787939500 2012-01-01 41.598753942619794 2012-02-01 41.659670980999300 2012-03-01 41.899633802065296 2012-04-01 42.100984586656790 2012-05-01 42.314026935848396 2012-06-01 42.223731467877606 2012-07-01 42.572086763375395 2012-08-01 42.272322142112706 2012-09-01 42.314141094411700 2012-10-01 42.439309366698600 2012-11-01 42.445584012167004 2012-12-01 42.510823525668300 2013-01-01 42.845256647845900 2013-02-01 43.017746531952895 2013-03-01 42.982653094468404 2013-04-01 43.041470207098210 2013-05-01 43.040295598568605 2013-06-01 43.133762743739300 2013-07-01 43.063328264043996 2013-08-01 43.237582736360700 2013-09-01 43.286455957306500 2013-10-01 43.392903056566105 2013-11-01 43.490111822471505 2013-12-01 43.637602438980400 2014-01-01 43.200438901437210 2014-02-01 43.061081900065900 2014-03-01 43.171648300617400 2014-04-01 42.770579596934795 2014-05-01 42.777798694415200 2014-06-01 43.046122001331206 2014-07-01 42.659702248091300 2014-08-01 43.271048893847900 2014-09-01 43.372078600165700 2014-10-01 43.111225379168500 2014-11-01 43.219975588805504 2014-12-01 43.591937339931500 2015-01-01 43.666693554657900 2015-02-01 43.828449245179390 2015-03-01 43.767328315592610 2015-04-01 43.884668766468900 2015-05-01 44.000960955412104 2015-06-01 44.262659370701290 2015-07-01 44.268345105652900 2015-08-01 44.298620202904610 2015-09-01 44.520966657578300 2015-10-01 44.826376180736700 2015-11-01 45.181530373601895 2015-12-01 45.241499200869704 2016-01-01 45.548223278889210 2016-02-01 45.597462015918000 2016-03-01 45.364968453968004 2016-04-01 45.971578440507400 2016-05-01 46.116785262941600 2016-06-01 45.997505193507300 2016-07-01 46.188437655068704 2016-08-01 46.054318134366206 2016-09-01 46.290415587137794 2016-10-01 45.709156486513500 2016-11-01 45.693113358240990 2016-12-01 45.778060712466896 2017-01-01 45.741665578054890 2017-02-01 46.058692377277005 2017-03-01 46.272834311107700 2017-04-01 46.774555682863905 2017-05-01 46.931637893133605 2017-06-01 47.177443444461900 2017-07-01 47.596599808386600 2017-08-01 47.915006158108900 2017-09-01 47.984657496928500 2017-10-01 48.657743664377700 2017-11-01 48.463432007110900 2017-12-01 48.471581477719000 2018-01-01 48.982417395857000 2018-02-01 48.818917233508610 2018-03-01 48.995810947455700 2018-04-01 48.750720665660400 2018-05-01 48.861612696269700 2018-06-01 48.769064876165600 2018-07-01 48.209534765617100 2018-08-01 48.508848505525506 2018-09-01 48.841371850123300 2018-10-01 48.363244383944300 2018-11-01 48.269538835467300 2018-12-01 48.541738554929196 2019-01-01 48.654622274717504 2019-02-01 48.555215732181900 2019-03-01 48.887453904911396 2019-04-01 48.963119262306996 2019-05-01 48.999509856943900 2019-06-01 49.347621181326800 2019-07-01 49.343165076151600 2019-08-01 49.335668716114100 2019-09-01 49.584601214996300 2019-10-01 49.068492772570900 2019-11-01 49.485159714577900 2019-12-01 49.489258538045505 2020-01-01 50.349709267915400 2020-02-01 50.305491197446900 2020-03-01 49.671641816556500 2020-04-01 44.551569174535295 2020-05-01 44.905252372257800 2020-06-01 44.973300654994000 2020-07-01 45.882515382497800 2020-08-01 46.300182756629200 2020-09-01 46.040847614118700 2020-10-01 47.006877793221600 2020-11-01 47.134036258505205 2020-12-01 47.268762077770994 2021-01-01 46.718573730020800 2021-02-01 46.562256342972795 2021-03-01 46.911348216875000 2021-04-01 47.635755466636700 2021-05-01 47.474040271623295 2021-06-01 47.577980437286700 2021-07-01 47.821030535761004 2021-08-01 47.865931525822710 2021-09-01 47.784609825526000 2021-10-01 48.478713588429700 2021-11-01 48.838676206255900 2021-12-01 48.663617623753990 2022-01-01 48.268669073430900 2022-02-01 48.874104852026605 2022-03-01 48.743800301571895 2022-04-01 48.168842509784900 2022-05-01 48.110869801654610 2022-06-01 48.247541639787210 2022-07-01 48.059628142359600 2022-08-01 47.927426696616294 2022-09-01 48.533072774248800 2022-10-01 48.281990704576300 2022-11-01 48.284896172586200 2022-12-01 48.391539919638900 2023-01-01 48.678992655280894 2023-02-01 48.784807574897900 2023-03-01 48.640597826693200 2023-04-01 48.825451504787200 2023-05-01 49.156299583572400 2023-06-01 49.005184489479504 2023-07-01 48.805544621618600 2023-08-01 48.980409904606400 2023-09-01 48.929671616504400 2023-10-01 49.011585585531904 2023-11-01 48.951314255599100 2023-12-01 49.318698460771890 2024-01-01 49.753273533589110 2024-02-01 49.704539074610300 2024-03-01 50.571204798804910