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: Other Services: Personal and Laundry Services in Los Angeles-Long Beach-Glendale, CA (MD) Series ID: SMU06310848081200001SA 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 5:25 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/SMU06310848081200001). 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 42.835645218931300 1990-02-01 42.821486763300290 1990-03-01 42.806054634666000 1990-04-01 42.431465733842295 1990-05-01 42.271988305638500 1990-06-01 41.476538811205700 1990-07-01 42.423626570295400 1990-08-01 42.334351323704600 1990-09-01 42.687359444802496 1990-10-01 42.557399010286204 1990-11-01 42.503276010507100 1990-12-01 42.143674077612600 1991-01-01 42.248353103338104 1991-02-01 41.933878627123100 1991-03-01 41.702422260781700 1991-04-01 41.535736853048896 1991-05-01 41.366122542784794 1991-06-01 41.267973116793100 1991-07-01 41.401471740118204 1991-08-01 41.511905686119000 1991-09-01 41.482023699898400 1991-10-01 41.774012130438600 1991-11-01 42.225837808900900 1991-12-01 41.766240998505104 1992-01-01 39.754921610097500 1992-02-01 39.952518664875800 1992-03-01 39.926164080616200 1992-04-01 40.522963523348600 1992-05-01 40.328559044782600 1992-06-01 40.251466596837900 1992-07-01 39.858341050804206 1992-08-01 39.765587915311100 1992-09-01 39.680739430759000 1992-10-01 39.717893117006100 1992-11-01 39.870621278113300 1992-12-01 40.093613330326400 1993-01-01 39.881459732979400 1993-02-01 39.776906134695500 1993-03-01 39.760177762836500 1993-04-01 39.496731620955100 1993-05-01 39.253920599663200 1993-06-01 39.323762291360600 1993-07-01 39.318763980175300 1993-08-01 39.310227659754500 1993-09-01 39.367621633901210 1993-10-01 38.387533259304900 1993-11-01 38.316381789609710 1993-12-01 38.537440636193104 1994-01-01 38.311674602416500 1994-02-01 38.312408535524000 1994-03-01 38.400969423669600 1994-04-01 38.045492887849000 1994-05-01 38.072332020640800 1994-06-01 38.208855393632000 1994-07-01 38.370629066130000 1994-08-01 38.434833352459100 1994-09-01 38.655369380992600 1994-10-01 38.854763585108790 1994-11-01 38.969076710960200 1994-12-01 38.996779005485600 1995-01-01 39.459483066377100 1995-02-01 39.540577311224496 1995-03-01 39.521965435788900 1995-04-01 39.897028047928200 1995-05-01 40.090468586029600 1995-06-01 40.086262476999295 1995-07-01 40.345423748429300 1995-08-01 39.782363763377000 1995-09-01 40.136371298772104 1995-10-01 40.098870391158000 1995-11-01 40.308942070063600 1995-12-01 40.470050610457200 1996-01-01 40.092993570215995 1996-02-01 40.455756718345604 1996-03-01 40.536965139236000 1996-04-01 40.646212310889204 1996-05-01 40.836029594742900 1996-06-01 40.673211783407300 1996-07-01 40.521615909047300 1996-08-01 40.755390857201100 1996-09-01 41.123878326589896 1996-10-01 40.620136866562000 1996-11-01 40.846884936657600 1996-12-01 40.824529647316700 1997-01-01 42.126864243294705 1997-02-01 42.146848625161205 1997-03-01 42.232866681549600 1997-04-01 42.509389096911505 1997-05-01 42.416080545705206 1997-06-01 42.340451296401895 1997-07-01 42.633642159883790 1997-08-01 42.854087356923600 1997-09-01 42.706661642997105 1997-10-01 42.937035473946295 1997-11-01 42.871272951700604 1997-12-01 42.853205135799500 1998-01-01 43.144543957386595 1998-02-01 43.319658766581710 1998-03-01 43.007095629126300 1998-04-01 43.686847856459710 1998-05-01 44.058513457832795 1998-06-01 44.227636438542010 1998-07-01 44.129040705850500 1998-08-01 44.264232655152600 1998-09-01 43.893455444628710 1998-10-01 44.433433444646504 1998-11-01 44.288714376640800 1998-12-01 44.565482702858300 1999-01-01 43.941740231409600 1999-02-01 44.092644714514600 1999-03-01 44.064756525795600 1999-04-01 43.501499164067710 1999-05-01 43.822425713649300 1999-06-01 43.825064512065000 1999-07-01 43.935344149894110 1999-08-01 43.771972468700596 1999-09-01 44.070485287798300 1999-10-01 44.114904194487600 1999-11-01 44.295008120909800 1999-12-01 44.560571084610300 2000-01-01 44.725658893656300 2000-02-01 44.970736679720400 2000-03-01 45.035831031842500 2000-04-01 45.234566527180995 2000-05-01 45.095405541925600 2000-06-01 45.346772957789200 2000-07-01 45.120064102428890 2000-08-01 45.177811542726296 2000-09-01 45.242840777063210 2000-10-01 44.892629291818710 2000-11-01 45.186186788135790 2000-12-01 45.142819254734796 2001-01-01 45.617863042981206 2001-02-01 45.470677456373300 2001-03-01 45.414573671636200 2001-04-01 45.474628651448796 2001-05-01 45.448068002978400 2001-06-01 45.564692699736500 2001-07-01 45.822022110068000 2001-08-01 45.758634272832700 2001-09-01 45.812223920076796 2001-10-01 46.083912915890600 2001-11-01 46.178623023158500 2001-12-01 46.207053268470105 2002-01-01 46.432927441759100 2002-02-01 46.282373768668500 2002-03-01 46.604221441474800 2002-04-01 46.407167958478205 2002-05-01 46.978033195486300 2002-06-01 46.874473767704900 2002-07-01 47.112439103364004 2002-08-01 47.435517907930205 2002-09-01 47.702899299558794 2002-10-01 47.469738823326000 2002-11-01 47.375147326792295 2002-12-01 47.682384115372000 2003-01-01 47.357921848160494 2003-02-01 47.308600046062900 2003-03-01 47.103484151082400 2003-04-01 47.032312795625295 2003-05-01 46.975740808103104 2003-06-01 47.048714388403400 2003-07-01 47.118479663400500 2003-08-01 47.109981951295600 2003-09-01 47.198411174960000 2003-10-01 47.164879841482400 2003-11-01 47.184943891146794 2003-12-01 46.954362467394300 2004-01-01 46.900992389468800 2004-02-01 46.928456287286700 2004-03-01 47.014124178865096 2004-04-01 46.857498131865604 2004-05-01 46.760253632594700 2004-06-01 46.492177188422700 2004-07-01 46.818693750417296 2004-08-01 46.802844582894295 2004-09-01 46.788894169263706 2004-10-01 46.763005204369000 2004-11-01 46.786286326185400 2004-12-01 47.139786734670600 2005-01-01 47.055525300698700 2005-02-01 47.160050461856095 2005-03-01 47.244784509756500 2005-04-01 47.267388836427200 2005-05-01 47.329074510730200 2005-06-01 47.225888361100200 2005-07-01 47.011339376909200 2005-08-01 46.895841266252900 2005-09-01 46.765576733473000 2005-10-01 46.874551429290000 2005-11-01 46.893136630395100 2005-12-01 46.828090717821894 2006-01-01 47.196058050099900 2006-02-01 47.297143193829200 2006-03-01 47.708044604711000 2006-04-01 47.477420736332995 2006-05-01 47.379529468058300 2006-06-01 47.664599080927400 2006-07-01 47.598097365457605 2006-08-01 47.685370589405400 2006-09-01 47.745084183928390 2006-10-01 47.474506201091790 2006-11-01 47.990986936521104 2006-12-01 48.034195998868704 2007-01-01 48.108650047263495 2007-02-01 48.255578341723100 2007-03-01 48.303325598097600 2007-04-01 48.063322681696400 2007-05-01 47.925036601817204 2007-06-01 48.337424228209600 2007-07-01 48.365449664825400 2007-08-01 48.563759835961000 2007-09-01 48.724005459401205 2007-10-01 48.769253193331790 2007-11-01 48.794466348985100 2007-12-01 48.757906022332400 2008-01-01 48.500381324901300 2008-02-01 48.492643436925000 2008-03-01 48.503375539617100 2008-04-01 49.345993313184200 2008-05-01 49.278364911531000 2008-06-01 49.142695317487100 2008-07-01 49.226705279675890 2008-08-01 48.944582301261796 2008-09-01 48.805949273576400 2008-10-01 48.354218496784200 2008-11-01 48.098532410586000 2008-12-01 47.897182169261505 2009-01-01 47.583134409932000 2009-02-01 47.010918963281100 2009-03-01 46.590483085304300 2009-04-01 46.201204225355100 2009-05-01 46.047788369008210 2009-06-01 45.787171041272600 2009-07-01 45.172597357151100 2009-08-01 45.243651692118900 2009-09-01 44.995630622485900 2009-10-01 45.033723409890200 2009-11-01 45.113367038359605 2009-12-01 45.146174251576100 2010-01-01 45.148424925811400 2010-02-01 44.995852459116790 2010-03-01 45.049658745516005 2010-04-01 45.454294925565996 2010-05-01 45.430925989305294 2010-06-01 45.543528572316596 2010-07-01 45.856577692299204 2010-08-01 45.641734661824100 2010-09-01 45.595066104047500 2010-10-01 45.607517066364900 2010-11-01 45.519772134736700 2010-12-01 45.400316524116400 2011-01-01 45.509039849122710 2011-02-01 45.860568319138004 2011-03-01 46.079864800566600 2011-04-01 45.600813082498700 2011-05-01 45.652796085033800 2011-06-01 45.611007776608710 2011-07-01 45.859682369840790 2011-08-01 45.837665742673210 2011-09-01 45.985453879220800 2011-10-01 46.076323503797700 2011-11-01 46.204254067052710 2011-12-01 46.539127026076400 2012-01-01 46.798504582347604 2012-02-01 47.020686692251000 2012-03-01 47.165997034265500 2012-04-01 47.485891579071290 2012-05-01 47.691112038593000 2012-06-01 47.886400970896700 2012-07-01 48.185266548174106 2012-08-01 48.212494843996600 2012-09-01 48.279654160145206 2012-10-01 49.028569158934400 2012-11-01 49.155267946547600 2012-12-01 49.251154042346000 2013-01-01 49.527220647840300 2013-02-01 49.607991585284005 2013-03-01 49.747553412769605 2013-04-01 50.078819489600896 2013-05-01 50.221231089483600 2013-06-01 50.373560062328394 2013-07-01 50.209399449609700 2013-08-01 50.584844659470400 2013-09-01 50.673233339919210 2013-10-01 50.669541209228704 2013-11-01 50.888050282044710 2013-12-01 51.022042748736710 2014-01-01 51.584243851493100 2014-02-01 51.824969723810400 2014-03-01 51.939901277003600 2014-04-01 51.988526483946510 2014-05-01 52.038158201797200 2014-06-01 52.455036638593400 2014-07-01 52.522792353791700 2014-08-01 53.128395833100605 2014-09-01 53.103048086407000 2014-10-01 52.814162437371294 2014-11-01 52.921108757004100 2014-12-01 53.069887302798000 2015-01-01 52.846211345438604 2015-02-01 52.849289159147204 2015-03-01 53.060502056728794 2015-04-01 52.785930264069606 2015-05-01 52.943563465943200 2015-06-01 53.028424466484395 2015-07-01 53.514197216015700 2015-08-01 53.278333287048100 2015-09-01 53.247475545488605 2015-10-01 53.674522790487394 2015-11-01 53.758108011472800 2015-12-01 53.504331016306000 2016-01-01 53.611672004258600 2016-02-01 53.768677465519600 2016-03-01 53.486630122092100 2016-04-01 54.397041004770400 2016-05-01 54.435415417858600 2016-06-01 54.185647873447100 2016-07-01 54.185193827624290 2016-08-01 54.227064588609600 2016-09-01 54.507443018257700 2016-10-01 54.555938584889300 2016-11-01 54.506177626631100 2016-12-01 54.674100217080000 2017-01-01 54.456921787202700 2017-02-01 53.964846812763300 2017-03-01 54.519607370370100 2017-04-01 54.599088037919600 2017-05-01 54.709608381302700 2017-06-01 55.011685756182700 2017-07-01 55.570228545105100 2017-08-01 55.703219405770504 2017-09-01 55.541598429395290 2017-10-01 55.864771090860800 2017-11-01 55.977211771582600 2017-12-01 56.570089425922795 2018-01-01 57.177667243705700 2018-02-01 56.952160960946890 2018-03-01 56.936641783091400 2018-04-01 57.200180651182200 2018-05-01 57.181326833381206 2018-06-01 57.101782002477400 2018-07-01 57.074711632877296 2018-08-01 56.778424409289100 2018-09-01 56.961634196025706 2018-10-01 57.504605590607994 2018-11-01 57.478086252645596 2018-12-01 57.207566090978005 2019-01-01 57.180662195404200 2019-02-01 57.119478746862896 2019-03-01 57.131848602625595 2019-04-01 56.977107847864200 2019-05-01 57.350601517141705 2019-06-01 57.458511158229000 2019-07-01 57.609381570547505 2019-08-01 57.882803288645704 2019-09-01 58.052531619872894 2019-10-01 58.065422917166800 2019-11-01 58.296261659898210 2019-12-01 58.259639959433606 2020-01-01 61.270576418961106 2020-02-01 61.600967378174600 2020-03-01 58.997481092643600 2020-04-01 28.041463402312303 2020-05-01 27.119028152272100 2020-06-01 32.799631239697106 2020-07-01 36.954121457486800 2020-08-01 29.406809254545003 2020-09-01 33.143941576286700 2020-10-01 39.225936462151700 2020-11-01 41.216556574884900 2020-12-01 36.228205690772100 2021-01-01 30.750247252761900 2021-02-01 38.785461855617900 2021-03-01 41.258064947528300 2021-04-01 43.783159614470996 2021-05-01 45.287210526620210 2021-06-01 46.846318045153296 2021-07-01 49.696141528713596 2021-08-01 50.253101075362800 2021-09-01 50.739365288720500 2021-10-01 53.876461602168100 2021-11-01 54.745638897834100 2021-12-01 55.672926072880200 2022-01-01 55.820263973011706 2022-02-01 56.580821019543706 2022-03-01 57.120600212504904 2022-04-01 57.726710503785704 2022-05-01 58.266022733973210 2022-06-01 58.408785424500100 2022-07-01 58.622875139591600 2022-08-01 58.793269246241600 2022-09-01 59.252447971295500 2022-10-01 59.015572117805900 2022-11-01 59.073536961325200 2022-12-01 59.193298027683106 2023-01-01 59.494684776541400 2023-02-01 59.571371275197500 2023-03-01 60.098416898966896 2023-04-01 60.176310197011006 2023-05-01 60.355811888555600 2023-06-01 60.588861018911000 2023-07-01 60.633060135840700 2023-08-01 60.727518855700000 2023-09-01 60.573153163546600 2023-10-01 61.237200051720900 2023-11-01 61.588098416656800 2023-12-01 61.700295190967800 2024-01-01 61.971578321766200 2024-02-01 62.268168078196496 2024-03-01 61.886760299159405 2024-04-01 61.650804197754404