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: Financial Activities: Offices of Real Estate Agents and Brokers in Los Angeles-Long Beach-Glendale, CA (MD) Series ID: SMU06310845553120001SA 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 5:26 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/SMU06310845553120001). 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 12.258505669566500 1990-02-01 12.205306212265198 1990-03-01 12.064216043259098 1990-04-01 12.022310464905901 1990-05-01 11.787564046861400 1990-06-01 11.702311198330701 1990-07-01 11.626299442493501 1990-08-01 11.622839919387000 1990-09-01 11.614465544491699 1990-10-01 11.961028289389901 1990-11-01 11.500773503438802 1990-12-01 11.487586398954100 1991-01-01 10.519579122312100 1991-02-01 10.376225603562700 1991-03-01 10.436623325290600 1991-04-01 10.499408728766600 1991-05-01 10.575386609878200 1991-06-01 10.604881725227800 1991-07-01 10.738217778824199 1991-08-01 10.635927627945499 1991-09-01 10.817159189570100 1991-10-01 10.490954335564400 1991-11-01 10.438930201782199 1991-12-01 10.332959615200400 1992-01-01 10.195605934478600 1992-02-01 9.851803942404109 1992-03-01 10.002956876421600 1992-04-01 9.973536372585840 1992-05-01 9.957980062179770 1992-06-01 9.996135688975610 1992-07-01 10.363236452561999 1992-08-01 10.256797924617300 1992-09-01 10.234738834304200 1992-10-01 10.622791764529400 1992-11-01 10.561907531026700 1992-12-01 10.546230149146500 1993-01-01 10.380838224845900 1993-02-01 10.635063678000900 1993-03-01 10.565906992996400 1993-04-01 10.441299930493699 1993-05-01 10.533388327017400 1993-06-01 10.472750564062500 1993-07-01 10.283718483683000 1993-08-01 10.170387163332501 1993-09-01 10.465285463463600 1993-10-01 10.250194922320300 1993-11-01 10.197935229643600 1993-12-01 10.277363429554400 1994-01-01 10.364008366073600 1994-02-01 10.325442467039501 1994-03-01 10.338274905477000 1994-04-01 10.204417383848000 1994-05-01 10.116456730825400 1994-06-01 9.955060061507980 1994-07-01 9.774860867582610 1994-08-01 9.877364311346340 1994-09-01 9.871678974565910 1994-10-01 9.773078212748999 1994-11-01 9.938716473512770 1994-12-01 10.007261456628400 1995-01-01 10.256572047706198 1995-02-01 10.239250734912900 1995-03-01 10.229457205086700 1995-04-01 10.270675000103400 1995-05-01 10.098333054531802 1995-06-01 10.136233694425801 1995-07-01 9.952123047459699 1995-08-01 9.967744844274160 1995-09-01 9.868602017260500 1995-10-01 9.990351410989890 1995-11-01 9.976737552625990 1995-12-01 9.834665420308580 1996-01-01 9.649235893892110 1996-02-01 9.663172510492300 1996-03-01 9.643891946256860 1996-04-01 9.452381827736390 1996-05-01 9.889998923354119 1996-06-01 9.931309676132770 1996-07-01 9.702217234571020 1996-08-01 9.647751800881501 1996-09-01 9.450824565180190 1996-10-01 9.589860675576590 1996-11-01 9.507744606582240 1996-12-01 9.559779002194698 1997-01-01 9.664139697419780 1997-02-01 9.483371641198980 1997-03-01 9.562572060362270 1997-04-01 9.544545817505690 1997-05-01 9.486475889010759 1997-06-01 9.547331604032580 1997-07-01 9.649698957797750 1997-08-01 9.826042293525180 1997-09-01 9.641557205190480 1997-10-01 9.476903686483460 1997-11-01 9.532680673631720 1997-12-01 9.576186006052920 1998-01-01 9.575513658930490 1998-02-01 9.694140550649301 1998-03-01 9.681987467489849 1998-04-01 10.037222673889600 1998-05-01 10.275029390987200 1998-06-01 10.351886379018700 1998-07-01 10.409964153385800 1998-08-01 10.517828001686200 1998-09-01 10.627405679233000 1998-10-01 10.677465748601302 1998-11-01 10.653776163964599 1998-12-01 10.678327724317802 1999-01-01 10.601659415047301 1999-02-01 10.902191581210001 1999-03-01 10.692055684722100 1999-04-01 10.526475175685000 1999-05-01 10.769616746120200 1999-06-01 10.771094001892600 1999-07-01 10.787644865401699 1999-08-01 10.810777736587100 1999-09-01 10.826122103976900 1999-10-01 10.765461637707900 1999-11-01 10.761414754707500 1999-12-01 10.792157323742700 2000-01-01 10.903792809334400 2000-02-01 10.887661437608500 2000-03-01 10.801937681012301 2000-04-01 10.315397582465199 2000-05-01 10.486015524762300 2000-06-01 10.387080505163400 2000-07-01 10.483988405231500 2000-08-01 10.505247885660500 2000-09-01 10.529763348235900 2000-10-01 10.655935922204900 2000-11-01 10.658298650185500 2000-12-01 10.808492721855302 2001-01-01 10.689221447089400 2001-02-01 10.675914830452000 2001-03-01 10.709409456096100 2001-04-01 10.896701998771801 2001-05-01 10.902726294122200 2001-06-01 10.883605304163499 2001-07-01 10.885313053019500 2001-08-01 10.795723140677600 2001-09-01 10.840413765814200 2001-10-01 10.841137210025899 2001-11-01 10.960048619966800 2001-12-01 10.916206562417200 2002-01-01 10.982742129660000 2002-02-01 11.082321619251900 2002-03-01 11.226467696414302 2002-04-01 11.275658194497600 2002-05-01 11.324084086688800 2002-06-01 11.364622896054600 2002-07-01 11.484445061905598 2002-08-01 11.591475636252100 2002-09-01 11.541332123763800 2002-10-01 11.739589118975001 2002-11-01 11.764946785931098 2002-12-01 11.809134348285301 2003-01-01 11.687191276016600 2003-02-01 11.997166884819200 2003-03-01 11.939578719120501 2003-04-01 11.860960890638600 2003-05-01 11.942880937552600 2003-06-01 12.041647447693698 2003-07-01 11.990290553602900 2003-08-01 12.088517569133801 2003-09-01 12.144066292942400 2003-10-01 12.029332737740400 2003-11-01 12.065670413185199 2003-12-01 12.083684734769400 2004-01-01 12.303823429316800 2004-02-01 12.200324493068900 2004-03-01 12.345991509460800 2004-04-01 12.563628077919700 2004-05-01 12.557935839295800 2004-06-01 12.721983456602098 2004-07-01 12.804341410861001 2004-08-01 12.894428559231400 2004-09-01 12.942385031679699 2004-10-01 12.927001972439301 2004-11-01 12.862966050275901 2004-12-01 12.834858211988400 2005-01-01 12.813640411291198 2005-02-01 12.699911359792500 2005-03-01 12.835718896116500 2005-04-01 13.183684509899500 2005-05-01 13.381056365099198 2005-06-01 13.325330433972000 2005-07-01 13.426927364362399 2005-08-01 13.405681884389000 2005-09-01 13.548314316100700 2005-10-01 13.708853636591101 2005-11-01 13.839504028707900 2005-12-01 13.859887686447400 2006-01-01 14.550381353377400 2006-02-01 14.407466762150301 2006-03-01 14.427803476263700 2006-04-01 14.417092305276300 2006-05-01 14.500098241439700 2006-06-01 14.531441531172400 2006-07-01 14.554583077543000 2006-08-01 14.625119743416500 2006-09-01 14.659971871084599 2006-10-01 14.685493386376601 2006-11-01 14.695172115154300 2006-12-01 14.788412829652500 2007-01-01 14.551431368450400 2007-02-01 14.496621934572598 2007-03-01 14.516781981549500 2007-04-01 14.068635075141100 2007-05-01 14.322215260381698 2007-06-01 14.168426191221700 2007-07-01 14.072042788762000 2007-08-01 13.932767047575199 2007-09-01 13.766758951123800 2007-10-01 13.551715049291900 2007-11-01 13.450579354327900 2007-12-01 13.382499150626302 2008-01-01 13.224576115226600 2008-02-01 13.181699105480599 2008-03-01 13.117367987201300 2008-04-01 12.920899579648099 2008-05-01 12.733339172441099 2008-06-01 12.507654381733198 2008-07-01 12.567130460773900 2008-08-01 12.532968917288999 2008-09-01 12.462463017233400 2008-10-01 12.428240158177900 2008-11-01 12.326180355535700 2008-12-01 12.388375663302600 2009-01-01 11.892989999173200 2009-02-01 11.672359965522900 2009-03-01 11.527536399303100 2009-04-01 11.345526191965302 2009-05-01 11.342189074276400 2009-06-01 11.237048895322198 2009-07-01 11.052228545094100 2009-08-01 11.026379601341200 2009-09-01 10.955321858878000 2009-10-01 10.914256123249500 2009-11-01 10.916462184632199 2009-12-01 10.815197562156200 2010-01-01 11.075037329805400 2010-02-01 10.976330883661802 2010-03-01 10.948786139879598 2010-04-01 11.058951533550400 2010-05-01 11.045807567289500 2010-06-01 11.051485740442901 2010-07-01 11.137183999358198 2010-08-01 11.123301116157000 2010-09-01 11.259333928320197 2010-10-01 11.097749310681698 2010-11-01 11.006439093323800 2010-12-01 10.997498326436900 2011-01-01 11.073248735752001 2011-02-01 10.982013551732700 2011-03-01 11.074859222403100 2011-04-01 10.860385881485800 2011-05-01 10.849386425915300 2011-06-01 10.867910128980698 2011-07-01 10.923637480950802 2011-08-01 10.816719418129000 2011-09-01 10.860418739650500 2011-10-01 10.887974594764800 2011-11-01 10.799603414777200 2011-12-01 10.973647075058100 2012-01-01 10.971384124831701 2012-02-01 11.098277284033400 2012-03-01 11.202052528069300 2012-04-01 11.263612630768700 2012-05-01 11.353242830587002 2012-06-01 11.385352486863600 2012-07-01 11.411773312381499 2012-08-01 11.511619670774200 2012-09-01 11.371808207759301 2012-10-01 11.567300713292400 2012-11-01 11.674658989528300 2012-12-01 11.715824208532199 2013-01-01 11.689087820200000 2013-02-01 11.723155405064098 2013-03-01 11.738509721438300 2013-04-01 11.762752130626000 2013-05-01 11.758399365804800 2013-06-01 11.807651696919600 2013-07-01 11.806739036443600 2013-08-01 11.803276214624699 2013-09-01 11.783434863701197 2013-10-01 11.745652995203800 2013-11-01 11.746052695718602 2013-12-01 11.774268288488901 2014-01-01 11.900134886543698 2014-02-01 11.949448054244499 2014-03-01 11.983318893051300 2014-04-01 11.961405127380099 2014-05-01 11.962032779413500 2014-06-01 12.029645261687800 2014-07-01 11.904301959273800 2014-08-01 12.096671058515300 2014-09-01 12.195947857593800 2014-10-01 12.110615306508600 2014-11-01 12.108177297483302 2014-12-01 12.126558805757899 2015-01-01 12.109349369106699 2015-02-01 12.075191908387700 2015-03-01 12.134060177099700 2015-04-01 12.154167518058697 2015-05-01 12.270769848193000 2015-06-01 12.249301184538801 2015-07-01 12.506649445440200 2015-08-01 12.394741387441401 2015-09-01 12.408518818661802 2015-10-01 12.759102583382699 2015-11-01 12.665258464001200 2015-12-01 12.662776351739799 2016-01-01 12.630175975975100 2016-02-01 12.610040541863900 2016-03-01 12.583312410484000 2016-04-01 12.652526585027400 2016-05-01 12.681480420960500 2016-06-01 12.567531485853300 2016-07-01 12.907018517501399 2016-08-01 12.805541680743001 2016-09-01 12.633800706582600 2016-10-01 12.511191747002599 2016-11-01 12.529868317662402 2016-12-01 12.520647752164500 2017-01-01 12.858372909952000 2017-02-01 12.832981784777699 2017-03-01 12.826534063492200 2017-04-01 12.951451777928300 2017-05-01 12.986891015114100 2017-06-01 13.080788007339098 2017-07-01 13.221635112838301 2017-08-01 13.325505346261500 2017-09-01 13.472235329847699 2017-10-01 13.430867784924400 2017-11-01 13.464240247532802 2017-12-01 13.510495674947801 2018-01-01 13.716727981642801 2018-02-01 13.663309502976801 2018-03-01 13.781541830475000 2018-04-01 13.954758664726802 2018-05-01 13.998103453235400 2018-06-01 14.198968620221601 2018-07-01 14.238054813369502 2018-08-01 14.360793965410700 2018-09-01 14.419661952946301 2018-10-01 14.528228325337300 2018-11-01 14.585886903410099 2018-12-01 14.677895565915800 2019-01-01 14.584326681033302 2019-02-01 14.598822629359699 2019-03-01 14.742758576171500 2019-04-01 14.556619664223700 2019-05-01 14.608262934380400 2019-06-01 14.600220945047500 2019-07-01 14.662373376381199 2019-08-01 14.594949448784302 2019-09-01 14.549871843751399 2019-10-01 14.656929266727500 2019-11-01 14.734113223805599 2019-12-01 14.787789912053599 2020-01-01 15.155342535830600 2020-02-01 15.142083760021100 2020-03-01 15.073283328494000 2020-04-01 13.165880765397699 2020-05-01 13.608430035941200 2020-06-01 13.688557308831500 2020-07-01 13.765542208551901 2020-08-01 14.011104934355600 2020-09-01 13.956947918671000 2020-10-01 14.417751305376502 2020-11-01 14.590896110033200 2020-12-01 14.731568916199901 2021-01-01 14.788638360432000 2021-02-01 14.970277883914001 2021-03-01 15.094682626284700 2021-04-01 15.307963112375901 2021-05-01 15.328395294608600 2021-06-01 15.181888025633700 2021-07-01 15.576867675735700 2021-08-01 15.522288299126698 2021-09-01 15.279112214982600 2021-10-01 15.933148163287001 2021-11-01 15.906825113621700 2021-12-01 16.195035318699500 2022-01-01 15.959261421860900 2022-02-01 16.032649074295800 2022-03-01 16.033424009823502 2022-04-01 16.257914374287600 2022-05-01 16.146630096060200 2022-06-01 16.172078181707498 2022-07-01 15.962502317737300 2022-08-01 15.912153716791700 2022-09-01 15.874883699876198 2022-10-01 15.832568626371800 2022-11-01 15.691537262381301 2022-12-01 15.719416916742802 2023-01-01 15.452627191139900 2023-02-01 15.239388159689900 2023-03-01 15.210286793922501 2023-04-01 14.980740402447600 2023-05-01 14.944707160910198 2023-06-01 14.949225095998500 2023-07-01 14.846508686695900 2023-08-01 14.786053334134300 2023-09-01 14.739821447934801 2023-10-01 14.206101020294600 2023-11-01 14.240224453532500 2023-12-01 13.939302244573500 2024-01-01 15.144920181882900 2024-02-01 15.056499501970599 2024-03-01 14.993858249000900 2024-04-01 14.709650910873801