Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Los Angeles-Long Beach-Anaheim, CA (MSA)
| 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 2024-11-01 |
| Last Updated | 2024-12-21 6:04 AM CST |
| 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 | 55.185515794337206 |
| 1990-02-01 | 55.262822417823600 |
| 1990-03-01 | 55.602939316212600 |
| 1990-04-01 | 55.503573503807900 |
| 1990-05-01 | 55.385602114644300 |
| 1990-06-01 | 55.383944051757400 |
| 1990-07-01 | 55.779009802494290 |
| 1990-08-01 | 55.159654135555705 |
| 1990-09-01 | 55.846414016516704 |
| 1990-10-01 | 54.795212838363600 |
| 1990-11-01 | 54.997391611861204 |
| 1990-12-01 | 55.108535613693704 |
| 1991-01-01 | 55.828403893368204 |
| 1991-02-01 | 55.671054056854494 |
| 1991-03-01 | 54.487805720203400 |
| 1991-04-01 | 54.075848525692390 |
| 1991-05-01 | 53.242950289037104 |
| 1991-06-01 | 52.439227234273005 |
| 1991-07-01 | 53.075965190738790 |
| 1991-08-01 | 53.197712823555900 |
| 1991-09-01 | 52.825366130779900 |
| 1991-10-01 | 53.673435537701500 |
| 1991-11-01 | 53.917051209495000 |
| 1991-12-01 | 53.691938759078596 |
| 1992-01-01 | 52.486688123816300 |
| 1992-02-01 | 51.863456007635200 |
| 1992-03-01 | 52.158199363802700 |
| 1992-04-01 | 52.099436755915700 |
| 1992-05-01 | 52.439189400485200 |
| 1992-06-01 | 52.715248772826700 |
| 1992-07-01 | 52.193966641859205 |
| 1992-08-01 | 51.792896182028400 |
| 1992-09-01 | 51.114212775376394 |
| 1992-10-01 | 52.378191893542300 |
| 1992-11-01 | 52.416588377416000 |
| 1992-12-01 | 52.133501085019290 |
| 1993-01-01 | 50.760391035641696 |
| 1993-02-01 | 51.364665911090100 |
| 1993-03-01 | 51.519321809979800 |
| 1993-04-01 | 51.600988062673500 |
| 1993-05-01 | 51.790863979532900 |
| 1993-06-01 | 51.022388667665794 |
| 1993-07-01 | 55.013438122335900 |
| 1993-08-01 | 55.500803516246000 |
| 1993-09-01 | 55.083894694995095 |
| 1993-10-01 | 50.998274314777000 |
| 1993-11-01 | 50.937014288700500 |
| 1993-12-01 | 50.970880096125300 |
| 1994-01-01 | 51.879492504474400 |
| 1994-02-01 | 52.056575915752795 |
| 1994-03-01 | 52.245211470203294 |
| 1994-04-01 | 51.894335429568300 |
| 1994-05-01 | 51.493105543457496 |
| 1994-06-01 | 51.965630714652210 |
| 1994-07-01 | 52.212561605960800 |
| 1994-08-01 | 52.267425604247510 |
| 1994-09-01 | 52.559877424529600 |
| 1994-10-01 | 52.002758998218600 |
| 1994-11-01 | 52.426598172211100 |
| 1994-12-01 | 52.388989936603200 |
| 1995-01-01 | 54.190618402696200 |
| 1995-02-01 | 55.356199221462500 |
| 1995-03-01 | 55.422703157075500 |
| 1995-04-01 | 55.832777891961500 |
| 1995-05-01 | 56.029930209849300 |
| 1995-06-01 | 56.647100324994604 |
| 1995-07-01 | 56.479439426195500 |
| 1995-08-01 | 56.671986133140706 |
| 1995-09-01 | 57.208977968633100 |
| 1995-10-01 | 56.382901133721700 |
| 1995-11-01 | 57.106965995856400 |
| 1995-12-01 | 57.315600632874094 |
| 1996-01-01 | 58.809037150839700 |
| 1996-02-01 | 58.469121855046500 |
| 1996-03-01 | 58.570437045064494 |
| 1996-04-01 | 58.725253398104200 |
| 1996-05-01 | 58.716829372854800 |
| 1996-06-01 | 58.597245428766500 |
| 1996-07-01 | 58.128394767432100 |
| 1996-08-01 | 58.286311671290210 |
| 1996-09-01 | 58.282985298747500 |
| 1996-10-01 | 58.995387269443600 |
| 1996-11-01 | 59.057491254091000 |
| 1996-12-01 | 59.165182296369710 |
| 1997-01-01 | 58.728726637953300 |
| 1997-02-01 | 58.226861550530100 |
| 1997-03-01 | 59.332509874795600 |
| 1997-04-01 | 60.968255986682500 |
| 1997-05-01 | 61.072514334465890 |
| 1997-06-01 | 61.389250362485704 |
| 1997-07-01 | 62.367231179581395 |
| 1997-08-01 | 62.627435043606994 |
| 1997-09-01 | 62.472370137865400 |
| 1997-10-01 | 62.455321442617900 |
| 1997-11-01 | 62.505754015705904 |
| 1997-12-01 | 62.854235307222794 |
| 1998-01-01 | 63.580363549958600 |
| 1998-02-01 | 63.021333355658400 |
| 1998-03-01 | 62.679506456095600 |
| 1998-04-01 | 63.129847435613605 |
| 1998-05-01 | 63.578733890757704 |
| 1998-06-01 | 63.712137028693896 |
| 1998-07-01 | 63.875590719391695 |
| 1998-08-01 | 64.343074871292900 |
| 1998-09-01 | 64.767259553474500 |
| 1998-10-01 | 65.032234170386200 |
| 1998-11-01 | 65.482774221484500 |
| 1998-12-01 | 65.583442396255500 |
| 1999-01-01 | 65.850858975469000 |
| 1999-02-01 | 66.106647146017300 |
| 1999-03-01 | 66.450604047939900 |
| 1999-04-01 | 68.990362164374800 |
| 1999-05-01 | 69.156698555136200 |
| 1999-06-01 | 69.843335218033100 |
| 1999-07-01 | 69.062292998620790 |
| 1999-08-01 | 68.967358293021010 |
| 1999-09-01 | 69.253123268448200 |
| 1999-10-01 | 69.425907901995300 |
| 1999-11-01 | 69.822231995039200 |
| 1999-12-01 | 70.071846587654290 |
| 2000-01-01 | 69.468222615075500 |
| 2000-02-01 | 69.686334959447690 |
| 2000-03-01 | 69.643520110898500 |
| 2000-04-01 | 69.813228269409200 |
| 2000-05-01 | 69.661517703503700 |
| 2000-06-01 | 69.534240409641100 |
| 2000-07-01 | 69.949910446251610 |
| 2000-08-01 | 70.125088542294210 |
| 2000-09-01 | 70.353927716892500 |
| 2000-10-01 | 70.435436626569300 |
| 2000-11-01 | 70.555428748002400 |
| 2000-12-01 | 70.418614737601800 |
| 2001-01-01 | 70.114623003448200 |
| 2001-02-01 | 70.319480436474600 |
| 2001-03-01 | 70.380201190267000 |
| 2001-04-01 | 70.585450573948490 |
| 2001-05-01 | 70.668059439594710 |
| 2001-06-01 | 70.942689224891300 |
| 2001-07-01 | 70.470903852222700 |
| 2001-08-01 | 70.417264625086000 |
| 2001-09-01 | 69.888540952805800 |
| 2001-10-01 | 69.517687910086790 |
| 2001-11-01 | 69.321269922007400 |
| 2001-12-01 | 68.762935145968800 |
| 2002-01-01 | 69.550594160161300 |
| 2002-02-01 | 69.014831808484000 |
| 2002-03-01 | 68.804002667637000 |
| 2002-04-01 | 68.243784191858910 |
| 2002-05-01 | 68.262026032323890 |
| 2002-06-01 | 68.155943212268900 |
| 2002-07-01 | 68.705482046409700 |
| 2002-08-01 | 68.740473124519700 |
| 2002-09-01 | 68.856682855814200 |
| 2002-10-01 | 68.907286585590000 |
| 2002-11-01 | 68.801704164300600 |
| 2002-12-01 | 68.601267547820800 |
| 2003-01-01 | 68.228337181752700 |
| 2003-02-01 | 68.646498118301790 |
| 2003-03-01 | 68.925812681794100 |
| 2003-04-01 | 69.243179635659500 |
| 2003-05-01 | 69.941725606255200 |
| 2003-06-01 | 69.789781124113400 |
| 2003-07-01 | 68.286360315676300 |
| 2003-08-01 | 69.105980621854000 |
| 2003-09-01 | 70.022628502585490 |
| 2003-10-01 | 68.975762972532300 |
| 2003-11-01 | 68.634590072338000 |
| 2003-12-01 | 68.610729235636610 |
| 2004-01-01 | 69.496292193742600 |
| 2004-02-01 | 69.870993050980900 |
| 2004-03-01 | 70.279755012470800 |
| 2004-04-01 | 70.682857744015410 |
| 2004-05-01 | 70.502225695795300 |
| 2004-06-01 | 70.624865272805700 |
| 2004-07-01 | 70.475387886067710 |
| 2004-08-01 | 70.687798581245700 |
| 2004-09-01 | 70.774767860782500 |
| 2004-10-01 | 70.942235450476590 |
| 2004-11-01 | 70.835838438253300 |
| 2004-12-01 | 71.213855096678420 |
| 2005-01-01 | 70.771881206032590 |
| 2005-02-01 | 70.977534518316700 |
| 2005-03-01 | 71.192178883768210 |
| 2005-04-01 | 71.330705694980710 |
| 2005-05-01 | 71.521116923611710 |
| 2005-06-01 | 71.982771638447500 |
| 2005-07-01 | 72.993367732181700 |
| 2005-08-01 | 73.449489952802410 |
| 2005-09-01 | 74.100058132940700 |
| 2005-10-01 | 74.773818659242700 |
| 2005-11-01 | 75.518968697376500 |
| 2005-12-01 | 75.810497664670200 |
| 2006-01-01 | 76.494280012535600 |
| 2006-02-01 | 76.927975630655400 |
| 2006-03-01 | 76.852569864793210 |
| 2006-04-01 | 76.364363122532600 |
| 2006-05-01 | 76.479642489413990 |
| 2006-06-01 | 76.632414660180900 |
| 2006-07-01 | 75.514252935132500 |
| 2006-08-01 | 75.795722106339500 |
| 2006-09-01 | 75.819846054675710 |
| 2006-10-01 | 75.909148680215410 |
| 2006-11-01 | 76.291415221145500 |
| 2006-12-01 | 76.558574618636090 |
| 2007-01-01 | 76.624807460988410 |
| 2007-02-01 | 76.290211824165910 |
| 2007-03-01 | 76.433229122457400 |
| 2007-04-01 | 76.369986670436400 |
| 2007-05-01 | 76.778980477077600 |
| 2007-06-01 | 77.258410653857300 |
| 2007-07-01 | 78.064305978331090 |
| 2007-08-01 | 78.841448992432200 |
| 2007-09-01 | 78.843757707090900 |
| 2007-10-01 | 77.958276846912400 |
| 2007-11-01 | 77.971255913758500 |
| 2007-12-01 | 77.596034457194990 |
| 2008-01-01 | 78.385960775281700 |
| 2008-02-01 | 78.701034956633500 |
| 2008-03-01 | 78.499576778905490 |
| 2008-04-01 | 78.915115379146800 |
| 2008-05-01 | 78.951417733088400 |
| 2008-06-01 | 78.676602805293000 |
| 2008-07-01 | 78.713792779124300 |
| 2008-08-01 | 78.680687265494300 |
| 2008-09-01 | 78.095530340527400 |
| 2008-10-01 | 77.556913549123790 |
| 2008-11-01 | 76.156422848120200 |
| 2008-12-01 | 75.229463035100500 |
| 2009-01-01 | 74.267158157087790 |
| 2009-02-01 | 73.503848264896700 |
| 2009-03-01 | 73.035106730474800 |
| 2009-04-01 | 72.516863578135910 |
| 2009-05-01 | 72.024186110483000 |
| 2009-06-01 | 72.176375708196300 |
| 2009-07-01 | 70.277968142236300 |
| 2009-08-01 | 70.208358127753400 |
| 2009-09-01 | 69.587451799416000 |
| 2009-10-01 | 70.691193936311900 |
| 2009-11-01 | 71.065552761564900 |
| 2009-12-01 | 70.837518795346000 |
| 2010-01-01 | 71.139332754064100 |
| 2010-02-01 | 71.094189597060210 |
| 2010-03-01 | 70.929038022691100 |
| 2010-04-01 | 71.309521403994900 |
| 2010-05-01 | 70.744033550523800 |
| 2010-06-01 | 70.578140646971500 |
| 2010-07-01 | 69.807923932923700 |
| 2010-08-01 | 69.835957579348200 |
| 2010-09-01 | 69.808837665713300 |
| 2010-10-01 | 69.580761093037210 |
| 2010-11-01 | 69.562231639058300 |
| 2010-12-01 | 69.755621324513100 |
| 2011-01-01 | 69.462547042102900 |
| 2011-02-01 | 69.533239566650610 |
| 2011-03-01 | 69.595136652426500 |
| 2011-04-01 | 69.659535248239690 |
| 2011-05-01 | 69.628778303390200 |
| 2011-06-01 | 69.658796538425700 |
| 2011-07-01 | 69.811923605303200 |
| 2011-08-01 | 70.345852053110500 |
| 2011-09-01 | 70.512036315928100 |
| 2011-10-01 | 70.803462689776300 |
| 2011-11-01 | 70.988781818743400 |
| 2011-12-01 | 71.065974109547200 |
| 2012-01-01 | 70.547261863769900 |
| 2012-02-01 | 70.544334387565910 |
| 2012-03-01 | 70.959379548160300 |
| 2012-04-01 | 70.952084297243910 |
| 2012-05-01 | 71.276171612040200 |
| 2012-06-01 | 71.254149162790910 |
| 2012-07-01 | 71.675106136587700 |
| 2012-08-01 | 71.333579031368700 |
| 2012-09-01 | 71.184652722479410 |
| 2012-10-01 | 71.412718321430800 |
| 2012-11-01 | 71.526345593682590 |
| 2012-12-01 | 71.598472476360090 |
| 2013-01-01 | 72.316371120856200 |
| 2013-02-01 | 72.634735748797800 |
| 2013-03-01 | 72.750079476187600 |
| 2013-04-01 | 73.268478161447700 |
| 2013-05-01 | 73.252098561921090 |
| 2013-06-01 | 73.477124993134500 |
| 2013-07-01 | 73.714578536031800 |
| 2013-08-01 | 73.697139736129500 |
| 2013-09-01 | 73.698128480765700 |
| 2013-10-01 | 73.695908732553500 |
| 2013-11-01 | 73.883038794945790 |
| 2013-12-01 | 73.951644288029000 |
| 2014-01-01 | 74.102779822359100 |
| 2014-02-01 | 74.038585932367910 |
| 2014-03-01 | 74.151410336940300 |
| 2014-04-01 | 73.771558175610300 |
| 2014-05-01 | 74.029763990336290 |
| 2014-06-01 | 74.324065434813010 |
| 2014-07-01 | 74.048328059253900 |
| 2014-08-01 | 74.775514421613410 |
| 2014-09-01 | 75.002414497364090 |
| 2014-10-01 | 74.925567843698400 |
| 2014-11-01 | 75.128417254451100 |
| 2014-12-01 | 75.402112098360300 |
| 2015-01-01 | 75.621107953813410 |
| 2015-02-01 | 75.953732571730000 |
| 2015-03-01 | 76.026695305362410 |
| 2015-04-01 | 76.199393305514900 |
| 2015-05-01 | 76.509619692392090 |
| 2015-06-01 | 76.787629153072400 |
| 2015-07-01 | 76.801584813526090 |
| 2015-08-01 | 76.950534567783790 |
| 2015-09-01 | 77.261149565841500 |
| 2015-10-01 | 77.941975463188710 |
| 2015-11-01 | 78.157332190917900 |
| 2015-12-01 | 78.322061519962090 |
| 2016-01-01 | 78.900604781544000 |
| 2016-02-01 | 79.001288067229000 |
| 2016-03-01 | 78.786183676227900 |
| 2016-04-01 | 79.332755607573400 |
| 2016-05-01 | 79.171040749955600 |
| 2016-06-01 | 79.258196964543000 |
| 2016-07-01 | 79.582688670054990 |
| 2016-08-01 | 79.623298352634590 |
| 2016-09-01 | 79.827416148581800 |
| 2016-10-01 | 79.222334215781710 |
| 2016-11-01 | 79.545377612597700 |
| 2016-12-01 | 79.519482982379700 |
| 2017-01-01 | 78.722591733802400 |
| 2017-02-01 | 79.356005185745420 |
| 2017-03-01 | 79.845425876985800 |
| 2017-04-01 | 80.695528417694500 |
| 2017-05-01 | 80.734763164415500 |
| 2017-06-01 | 80.929688193565210 |
| 2017-07-01 | 81.474566920423000 |
| 2017-08-01 | 81.583792722928410 |
| 2017-09-01 | 81.702767936654300 |
| 2017-10-01 | 82.676398006808910 |
| 2017-11-01 | 82.490413050744700 |
| 2017-12-01 | 82.500611299594400 |
| 2018-01-01 | 83.586431463017090 |
| 2018-02-01 | 84.042814809898800 |
| 2018-03-01 | 84.313661927556910 |
| 2018-04-01 | 83.832596714025000 |
| 2018-05-01 | 83.789030414850000 |
| 2018-06-01 | 83.800821655904500 |
| 2018-07-01 | 82.958368010138500 |
| 2018-08-01 | 83.872154866679900 |
| 2018-09-01 | 84.029365984621590 |
| 2018-10-01 | 83.577664586346290 |
| 2018-11-01 | 83.720342803733700 |
| 2018-12-01 | 83.690935598249100 |
| 2019-01-01 | 83.787423060874400 |
| 2019-02-01 | 83.787454168332800 |
| 2019-03-01 | 84.155215705295900 |
| 2019-04-01 | 84.389521888036400 |
| 2019-05-01 | 84.735094130801410 |
| 2019-06-01 | 84.850098499858800 |
| 2019-07-01 | 84.766016409807920 |
| 2019-08-01 | 84.983961781708500 |
| 2019-09-01 | 85.047732599430590 |
| 2019-10-01 | 84.370637961237290 |
| 2019-11-01 | 84.866126059503200 |
| 2019-12-01 | 84.798900260031800 |
| 2020-01-01 | 85.703984500638000 |
| 2020-02-01 | 85.742946860717710 |
| 2020-03-01 | 84.514687160346800 |
| 2020-04-01 | 76.796880916269700 |
| 2020-05-01 | 77.314274120780300 |
| 2020-06-01 | 78.057646629602400 |
| 2020-07-01 | 78.698372282710000 |
| 2020-08-01 | 79.119207750919900 |
| 2020-09-01 | 79.075964450964210 |
| 2020-10-01 | 80.376125921108710 |
| 2020-11-01 | 80.663875214447800 |
| 2020-12-01 | 80.944868526268990 |
| 2021-01-01 | 80.923514529485400 |
| 2021-02-01 | 80.882115430693290 |
| 2021-03-01 | 81.275611641723700 |
| 2021-04-01 | 82.171951465434400 |
| 2021-05-01 | 81.635853745875900 |
| 2021-06-01 | 81.623514575275410 |
| 2021-07-01 | 82.318168966574590 |
| 2021-08-01 | 82.378128076424290 |
| 2021-09-01 | 82.005220976550500 |
| 2021-10-01 | 83.525762462058800 |
| 2021-11-01 | 84.107868969647410 |
| 2021-12-01 | 83.905353152246190 |
| 2022-01-01 | 83.925636309828090 |
| 2022-02-01 | 84.690442760074200 |
| 2022-03-01 | 84.543350063883100 |
| 2022-04-01 | 83.874408625165400 |
| 2022-05-01 | 83.803391196655000 |
| 2022-06-01 | 83.654729415411600 |
| 2022-07-01 | 83.624033169138400 |
| 2022-08-01 | 83.637890035270600 |
| 2022-09-01 | 83.847688126674600 |
| 2022-10-01 | 83.725675865840500 |
| 2022-11-01 | 83.595491820846090 |
| 2022-12-01 | 83.677546815105800 |
| 2023-01-01 | 83.918403039939590 |
| 2023-02-01 | 83.887128877531410 |
| 2023-03-01 | 83.678688739597500 |
| 2023-04-01 | 84.000944089027000 |
| 2023-05-01 | 84.166976204447690 |
| 2023-06-01 | 84.165151954352800 |
| 2023-07-01 | 83.827683327793900 |
| 2023-08-01 | 84.291656514482100 |
| 2023-09-01 | 84.165416031732500 |
| 2023-10-01 | 84.172233059696910 |
| 2023-11-01 | 83.787689297644200 |
| 2023-12-01 | 84.539571781306800 |
| 2024-01-01 | 84.859574733643210 |
| 2024-02-01 | 84.711528866032300 |
| 2024-03-01 | 86.446556708524100 |
| 2024-04-01 | 87.027089271267410 |
| 2024-05-01 | 87.749406021949000 |
| 2024-06-01 | 88.580067822469290 |
| 2024-07-01 | 88.444941967970900 |
| 2024-08-01 | 88.308092802442910 |
| 2024-09-01 | 88.870401972181500 |
| 2024-10-01 | 89.246272889233600 |
| 2024-11-01 | 89.858388819822100 |
