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 2024-09-01 |
| Last Updated | 2024-10-23 5:42 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 | 55.185500127572496 |
| 1990-02-01 | 55.262799949035000 |
| 1990-03-01 | 55.602929750961900 |
| 1990-04-01 | 55.503581037494900 |
| 1990-05-01 | 55.385627334038105 |
| 1990-06-01 | 55.383987286884796 |
| 1990-07-01 | 55.779018847989100 |
| 1990-08-01 | 55.159662980434895 |
| 1990-09-01 | 55.846587621399095 |
| 1990-10-01 | 54.795128110125894 |
| 1990-11-01 | 54.997299309278000 |
| 1990-12-01 | 55.108491410429790 |
| 1991-01-01 | 55.828386972330900 |
| 1991-02-01 | 55.671030673479200 |
| 1991-03-01 | 54.487796136209205 |
| 1991-04-01 | 54.075857445570705 |
| 1991-05-01 | 53.242978296116895 |
| 1991-06-01 | 52.439273938171794 |
| 1991-07-01 | 53.075975871454894 |
| 1991-08-01 | 53.197729116437300 |
| 1991-09-01 | 52.825534777040610 |
| 1991-10-01 | 53.673336692094790 |
| 1991-11-01 | 53.916959408353500 |
| 1991-12-01 | 53.691894862055600 |
| 1992-01-01 | 52.486668081704906 |
| 1992-02-01 | 51.863434574925200 |
| 1992-03-01 | 52.158191076182390 |
| 1992-04-01 | 52.099448761958290 |
| 1992-05-01 | 52.439220677495390 |
| 1992-06-01 | 52.715300118074296 |
| 1992-07-01 | 52.193982774351900 |
| 1992-08-01 | 51.792926804645994 |
| 1992-09-01 | 51.114357940817900 |
| 1992-10-01 | 52.378077971813600 |
| 1992-11-01 | 52.416500797410400 |
| 1992-12-01 | 52.133459765203800 |
| 1993-01-01 | 50.760366001481800 |
| 1993-02-01 | 51.364651062488605 |
| 1993-03-01 | 51.519318693814500 |
| 1993-04-01 | 51.601004527071300 |
| 1993-05-01 | 51.790897137523400 |
| 1993-06-01 | 51.022438989659700 |
| 1993-07-01 | 55.013459529983210 |
| 1993-08-01 | 55.500839602340406 |
| 1993-09-01 | 55.084007024011400 |
| 1993-10-01 | 50.998155519330900 |
| 1993-11-01 | 50.936940182318494 |
| 1993-12-01 | 50.970842890272500 |
| 1994-01-01 | 51.879466678232000 |
| 1994-02-01 | 52.056570712924206 |
| 1994-03-01 | 52.245213580621900 |
| 1994-04-01 | 51.894352534216900 |
| 1994-05-01 | 51.493137285201705 |
| 1994-06-01 | 51.965676253931600 |
| 1994-07-01 | 52.212581277779900 |
| 1994-08-01 | 52.267463697417200 |
| 1994-09-01 | 52.559957720143004 |
| 1994-10-01 | 52.002640828283100 |
| 1994-11-01 | 52.426539910003210 |
| 1994-12-01 | 52.388962605774495 |
| 1995-01-01 | 54.190595961274500 |
| 1995-02-01 | 55.356204061323500 |
| 1995-03-01 | 55.422718596138600 |
| 1995-04-01 | 55.832792159855900 |
| 1995-05-01 | 56.029953751882000 |
| 1995-06-01 | 56.647130924835300 |
| 1995-07-01 | 56.479453511157890 |
| 1995-08-01 | 56.672011469830890 |
| 1995-09-01 | 57.209025699890600 |
| 1995-10-01 | 56.382803932443200 |
| 1995-11-01 | 57.106930114876700 |
| 1995-12-01 | 57.315585229040394 |
| 1996-01-01 | 58.809023274847895 |
| 1996-02-01 | 58.469138567672005 |
| 1996-03-01 | 58.570471494795800 |
| 1996-04-01 | 58.725251140926890 |
| 1996-05-01 | 58.716836359767000 |
| 1996-06-01 | 58.597260382933996 |
| 1996-07-01 | 58.128399669003200 |
| 1996-08-01 | 58.286323066994896 |
| 1996-09-01 | 58.283002626521100 |
| 1996-10-01 | 58.995323193775100 |
| 1996-11-01 | 59.057475408048800 |
| 1996-12-01 | 59.165179705849700 |
| 1997-01-01 | 58.728722951713600 |
| 1997-02-01 | 58.226886511127300 |
| 1997-03-01 | 59.332561636852500 |
| 1997-04-01 | 60.968236373700200 |
| 1997-05-01 | 61.072503156023295 |
| 1997-06-01 | 61.389250890343000 |
| 1997-07-01 | 62.367226948820104 |
| 1997-08-01 | 62.627431358795796 |
| 1997-09-01 | 62.472365567323900 |
| 1997-10-01 | 62.455294068138900 |
| 1997-11-01 | 62.505753281318796 |
| 1997-12-01 | 62.854240146252600 |
| 1998-01-01 | 63.580371389572000 |
| 1998-02-01 | 63.021363525556100 |
| 1998-03-01 | 62.679565785719010 |
| 1998-04-01 | 63.129811370454995 |
| 1998-05-01 | 63.578709523089200 |
| 1998-06-01 | 63.712130878803210 |
| 1998-07-01 | 63.875576829563800 |
| 1998-08-01 | 64.343064395106110 |
| 1998-09-01 | 64.767253212744800 |
| 1998-10-01 | 65.032225200133000 |
| 1998-11-01 | 65.482778933052100 |
| 1998-12-01 | 65.583450788399200 |
| 1999-01-01 | 65.850876159025290 |
| 1999-02-01 | 66.106674601107600 |
| 1999-03-01 | 66.450660936544510 |
| 1999-04-01 | 68.990322955854800 |
| 1999-05-01 | 69.156669007412500 |
| 1999-06-01 | 69.843325851249700 |
| 1999-07-01 | 69.062275660019800 |
| 1999-08-01 | 68.967346189686700 |
| 1999-09-01 | 69.253117408612200 |
| 1999-10-01 | 69.425908043172600 |
| 1999-11-01 | 69.822237842443000 |
| 1999-12-01 | 70.071854981873500 |
| 2000-01-01 | 69.468245383177800 |
| 2000-02-01 | 69.686358834969500 |
| 2000-03-01 | 69.643567154369790 |
| 2000-04-01 | 69.813190377902200 |
| 2000-05-01 | 69.661489123064900 |
| 2000-06-01 | 69.534231691144300 |
| 2000-07-01 | 69.949894464324400 |
| 2000-08-01 | 70.125078683045100 |
| 2000-09-01 | 70.353924714835200 |
| 2000-10-01 | 70.435438816782410 |
| 2000-11-01 | 70.555433948755210 |
| 2000-12-01 | 70.418621387895910 |
| 2001-01-01 | 70.114646971084200 |
| 2001-02-01 | 70.319496696263900 |
| 2001-03-01 | 70.380229840950100 |
| 2001-04-01 | 70.585425096008100 |
| 2001-05-01 | 70.668037948028200 |
| 2001-06-01 | 70.942681744796500 |
| 2001-07-01 | 70.470891419476200 |
| 2001-08-01 | 70.417257873748800 |
| 2001-09-01 | 69.888539585559900 |
| 2001-10-01 | 69.517690109624200 |
| 2001-11-01 | 69.321272945435400 |
| 2001-12-01 | 68.762939931875200 |
| 2002-01-01 | 69.550616431515890 |
| 2002-02-01 | 69.014841012708200 |
| 2002-03-01 | 68.804013693100100 |
| 2002-04-01 | 68.243771099818600 |
| 2002-05-01 | 68.262013289571500 |
| 2002-06-01 | 68.155936792999400 |
| 2002-07-01 | 68.705473996024400 |
| 2002-08-01 | 68.740469701026500 |
| 2002-09-01 | 68.856682680958200 |
| 2002-10-01 | 68.907288034212500 |
| 2002-11-01 | 68.801704952242500 |
| 2002-12-01 | 68.601271035870400 |
| 2003-01-01 | 68.228354881968600 |
| 2003-02-01 | 68.646500050869700 |
| 2003-03-01 | 68.925812723289300 |
| 2003-04-01 | 69.243177166686200 |
| 2003-05-01 | 69.941720257135400 |
| 2003-06-01 | 69.789775472646900 |
| 2003-07-01 | 68.286355950380400 |
| 2003-08-01 | 69.105979423099100 |
| 2003-09-01 | 70.022628355778600 |
| 2003-10-01 | 68.975763212028210 |
| 2003-11-01 | 68.634589488258300 |
| 2003-12-01 | 68.610731531064900 |
| 2004-01-01 | 69.496304689641290 |
| 2004-02-01 | 69.870992550531910 |
| 2004-03-01 | 70.279754225915500 |
| 2004-04-01 | 70.682856563810200 |
| 2004-05-01 | 70.502223228820910 |
| 2004-06-01 | 70.624861214197100 |
| 2004-07-01 | 70.475385711732800 |
| 2004-08-01 | 70.687798473600710 |
| 2004-09-01 | 70.774767943533790 |
| 2004-10-01 | 70.942235511468710 |
| 2004-11-01 | 70.835837722477300 |
| 2004-12-01 | 71.213856662327800 |
| 2005-01-01 | 70.771888462814600 |
| 2005-02-01 | 70.977533908613410 |
| 2005-03-01 | 71.192178259545100 |
| 2005-04-01 | 71.330705035909700 |
| 2005-05-01 | 71.521115621264000 |
| 2005-06-01 | 71.982769311296700 |
| 2005-07-01 | 72.993366286921090 |
| 2005-08-01 | 73.449490066980090 |
| 2005-09-01 | 74.100058252953800 |
| 2005-10-01 | 74.773818763888200 |
| 2005-11-01 | 75.518968451430500 |
| 2005-12-01 | 75.810499110411500 |
| 2006-01-01 | 76.494282949308400 |
| 2006-02-01 | 76.927975681969500 |
| 2006-03-01 | 76.852569676214200 |
| 2006-04-01 | 76.364362676172090 |
| 2006-05-01 | 76.479641663426100 |
| 2006-06-01 | 76.632413382160100 |
| 2006-07-01 | 75.514251845529700 |
| 2006-08-01 | 75.795722259638910 |
| 2006-09-01 | 75.819846252282000 |
| 2006-10-01 | 75.909148885873210 |
| 2006-11-01 | 76.291415266599000 |
| 2006-12-01 | 76.558575946379700 |
| 2007-01-01 | 76.624807837752700 |
| 2007-02-01 | 76.290212044186400 |
| 2007-03-01 | 76.433229121551100 |
| 2007-04-01 | 76.369986384207410 |
| 2007-05-01 | 76.778980095453400 |
| 2007-06-01 | 77.258410361295590 |
| 2007-07-01 | 78.064305110521910 |
| 2007-08-01 | 78.841449060584100 |
| 2007-09-01 | 78.843757886914900 |
| 2007-10-01 | 77.958277026293700 |
| 2007-11-01 | 77.971255986185710 |
| 2007-12-01 | 77.596035134070090 |
| 2008-01-01 | 78.385960776260700 |
| 2008-02-01 | 78.701034898119700 |
| 2008-03-01 | 78.499576718059600 |
| 2008-04-01 | 78.915115305971700 |
| 2008-05-01 | 78.951417696753300 |
| 2008-06-01 | 78.676602873103400 |
| 2008-07-01 | 78.713792313844900 |
| 2008-08-01 | 78.680687627300500 |
| 2008-09-01 | 78.095530612376100 |
| 2008-10-01 | 77.556913540425600 |
| 2008-11-01 | 76.156422458537900 |
| 2008-12-01 | 75.229462697775090 |
| 2009-01-01 | 74.267157167863800 |
| 2009-02-01 | 73.503847979314200 |
| 2009-03-01 | 73.035107480357200 |
| 2009-04-01 | 72.516864707542500 |
| 2009-05-01 | 72.024187082293790 |
| 2009-06-01 | 72.176376318822900 |
| 2009-07-01 | 70.277967692424600 |
| 2009-08-01 | 70.208358496793610 |
| 2009-09-01 | 69.587451939873000 |
| 2009-10-01 | 70.691193303702200 |
| 2009-11-01 | 71.065551284089300 |
| 2009-12-01 | 70.837515937112900 |
| 2010-01-01 | 71.139329933083900 |
| 2010-02-01 | 71.094189348899400 |
| 2010-03-01 | 70.929041111628590 |
| 2010-04-01 | 71.309525802548500 |
| 2010-05-01 | 70.744037102031100 |
| 2010-06-01 | 70.578142161444400 |
| 2010-07-01 | 69.807922953299000 |
| 2010-08-01 | 69.835957437537800 |
| 2010-09-01 | 69.808838010956210 |
| 2010-10-01 | 69.580759011570790 |
| 2010-11-01 | 69.562226720821300 |
| 2010-12-01 | 69.755613953365100 |
| 2011-01-01 | 69.462538717204200 |
| 2011-02-01 | 69.533232734092700 |
| 2011-03-01 | 69.595134299345500 |
| 2011-04-01 | 69.659575517704200 |
| 2011-05-01 | 69.628784334758210 |
| 2011-06-01 | 69.658805502095700 |
| 2011-07-01 | 69.811926588456300 |
| 2011-08-01 | 70.345846809862600 |
| 2011-09-01 | 70.512019185001490 |
| 2011-10-01 | 70.803439981857900 |
| 2011-11-01 | 70.988764136514300 |
| 2011-12-01 | 71.065966121308290 |
| 2012-01-01 | 70.547259728592790 |
| 2012-02-01 | 70.544330164447300 |
| 2012-03-01 | 70.959374401241400 |
| 2012-04-01 | 70.952163742036800 |
| 2012-05-01 | 71.276188877233900 |
| 2012-06-01 | 71.254185926164410 |
| 2012-07-01 | 71.675129038731910 |
| 2012-08-01 | 71.333562927236910 |
| 2012-09-01 | 71.184584487260600 |
| 2012-10-01 | 71.412631678937900 |
| 2012-11-01 | 71.526288504952900 |
| 2012-12-01 | 71.598471143957200 |
| 2013-01-01 | 72.316404998951900 |
| 2013-02-01 | 72.634759335255100 |
| 2013-03-01 | 72.750071515721000 |
| 2013-04-01 | 73.268599738222190 |
| 2013-05-01 | 73.252144703188700 |
| 2013-06-01 | 73.477202610609300 |
| 2013-07-01 | 73.714638486097300 |
| 2013-08-01 | 73.697159998248710 |
| 2013-09-01 | 73.698105061052500 |
| 2013-10-01 | 73.695347214939910 |
| 2013-11-01 | 73.883004288603420 |
| 2013-12-01 | 73.951628439662300 |
| 2014-01-01 | 74.103093885602000 |
| 2014-02-01 | 74.038600528193700 |
| 2014-03-01 | 74.151438843772000 |
| 2014-04-01 | 73.771618689357910 |
| 2014-05-01 | 74.029919359979420 |
| 2014-06-01 | 74.324233573393000 |
| 2014-07-01 | 74.048449287756800 |
| 2014-08-01 | 74.775564265894700 |
| 2014-09-01 | 75.002400792715590 |
| 2014-10-01 | 74.924198631522800 |
| 2014-11-01 | 75.128426624059300 |
| 2014-12-01 | 75.402045716660200 |
| 2015-01-01 | 75.621859357998700 |
| 2015-02-01 | 75.953884358309500 |
| 2015-03-01 | 76.026854729891410 |
| 2015-04-01 | 76.199435730580400 |
| 2015-05-01 | 76.509936638822500 |
| 2015-06-01 | 76.787959207863600 |
| 2015-07-01 | 76.801731392940910 |
| 2015-08-01 | 76.950493362388580 |
| 2015-09-01 | 77.260893740256990 |
| 2015-10-01 | 77.939513719397800 |
| 2015-11-01 | 78.157233499968000 |
| 2015-12-01 | 78.321994156098090 |
| 2016-01-01 | 78.902020023368990 |
| 2016-02-01 | 79.001880443872600 |
| 2016-03-01 | 78.786755395890800 |
| 2016-04-01 | 79.332945298116800 |
| 2016-05-01 | 79.171667890072400 |
| 2016-06-01 | 79.258706221656600 |
| 2016-07-01 | 79.582600314431400 |
| 2016-08-01 | 79.622708283124510 |
| 2016-09-01 | 79.826675867670790 |
| 2016-10-01 | 79.218147492322600 |
| 2016-11-01 | 79.545225389345200 |
| 2016-12-01 | 79.519021131897400 |
| 2017-01-01 | 78.725981708867790 |
| 2017-02-01 | 79.358227102180790 |
| 2017-03-01 | 79.845706195237210 |
| 2017-04-01 | 80.695901737018700 |
| 2017-05-01 | 80.735769261256410 |
| 2017-06-01 | 80.930247996585300 |
| 2017-07-01 | 81.474097582475100 |
| 2017-08-01 | 81.582974636669400 |
| 2017-09-01 | 81.698539996965700 |
| 2017-10-01 | 82.671723023145090 |
| 2017-11-01 | 82.490971953997910 |
| 2017-12-01 | 82.500451578766910 |
| 2018-01-01 | 83.591940374689900 |
| 2018-02-01 | 84.046369632614000 |
| 2018-03-01 | 84.312862307435990 |
| 2018-04-01 | 83.835690604112400 |
| 2018-05-01 | 83.789047782018700 |
| 2018-06-01 | 83.801171089859300 |
| 2018-07-01 | 82.957143805188900 |
| 2018-08-01 | 83.870966212552200 |
| 2018-09-01 | 84.018454674156900 |
| 2018-10-01 | 83.571423327180200 |
| 2018-11-01 | 83.729991069467200 |
| 2018-12-01 | 83.689157262134900 |
| 2019-01-01 | 83.793724832755800 |
| 2019-02-01 | 83.792275518333410 |
| 2019-03-01 | 84.153506437932700 |
| 2019-04-01 | 84.395312032507590 |
| 2019-05-01 | 84.734002037095410 |
| 2019-06-01 | 84.849930866588700 |
| 2019-07-01 | 84.762842584470200 |
| 2019-08-01 | 84.980871705240400 |
| 2019-09-01 | 85.029043121370400 |
| 2019-10-01 | 84.364409303396900 |
| 2019-11-01 | 84.886322318626800 |
| 2019-12-01 | 84.798068681930200 |
| 2020-01-01 | 85.711117086125300 |
| 2020-02-01 | 85.748604263682800 |
| 2020-03-01 | 84.512925656727800 |
| 2020-04-01 | 76.805462663782410 |
| 2020-05-01 | 77.311320421107600 |
| 2020-06-01 | 78.055515533198500 |
| 2020-07-01 | 78.691157263066000 |
| 2020-08-01 | 79.111083564143580 |
| 2020-09-01 | 79.049828577246200 |
| 2020-10-01 | 80.367309613815690 |
| 2020-11-01 | 80.701812806556090 |
| 2020-12-01 | 80.946011610227600 |
| 2021-01-01 | 80.933666293012410 |
| 2021-02-01 | 80.888914973146500 |
| 2021-03-01 | 81.275684080002700 |
| 2021-04-01 | 82.180439521427200 |
| 2021-05-01 | 81.630485620189500 |
| 2021-06-01 | 81.620002660329900 |
| 2021-07-01 | 82.304428433457800 |
| 2021-08-01 | 82.361527086423000 |
| 2021-09-01 | 81.967529175056000 |
| 2021-10-01 | 83.512097982751300 |
| 2021-11-01 | 84.165436162795590 |
| 2021-12-01 | 83.916698162259590 |
| 2022-01-01 | 83.940705212817200 |
| 2022-02-01 | 84.698232188441200 |
| 2022-03-01 | 84.546567772095600 |
| 2022-04-01 | 83.883866607401200 |
| 2022-05-01 | 83.796574394106200 |
| 2022-06-01 | 83.650635549429300 |
| 2022-07-01 | 83.604522166685800 |
| 2022-08-01 | 83.612187173891600 |
| 2022-09-01 | 83.799763526926700 |
| 2022-10-01 | 83.691379477056000 |
| 2022-11-01 | 83.672575417816900 |
| 2022-12-01 | 83.700211697871800 |
| 2023-01-01 | 83.939906583111100 |
| 2023-02-01 | 83.897873815041700 |
| 2023-03-01 | 83.688149615353600 |
| 2023-04-01 | 84.010345012761290 |
| 2023-05-01 | 84.161214916069600 |
| 2023-06-01 | 84.162819990015410 |
| 2023-07-01 | 83.804021807559900 |
| 2023-08-01 | 84.258027343514200 |
| 2023-09-01 | 84.110568836823900 |
| 2023-10-01 | 84.112571048940600 |
| 2023-11-01 | 83.868762247416300 |
| 2023-12-01 | 84.577142549921700 |
| 2024-01-01 | 84.888743223442700 |
| 2024-02-01 | 84.726884015523410 |
| 2024-03-01 | 86.462692937624000 |
| 2024-04-01 | 87.038126144232500 |
| 2024-05-01 | 87.747250808089290 |
| 2024-06-01 | 88.580234653937300 |
| 2024-07-01 | 88.420712357968100 |
| 2024-08-01 | 88.270593575965800 |
| 2024-09-01 | 88.815015864064200 |
