Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality: Accommodation in Los Angeles-Long Beach-Glendale, CA (MD)

Title All Employees: Leisure and Hospitality: Accommodation in Los Angeles-Long Beach-Glendale, CA (MD)
Series ID SMU06310847072100001SA
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 2024-12-01
Last Updated 2025-01-29 7:17 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 45.549540312671600
1990-02-01 45.448720953198205
1990-03-01 45.907082432917100
1990-04-01 45.967197053428900
1990-05-01 45.714275211438206
1990-06-01 45.717458428064600
1990-07-01 45.055438895465606
1990-08-01 44.503052138690800
1990-09-01 44.214588184298705
1990-10-01 44.971868066529300
1990-11-01 44.836117765855704
1990-12-01 44.235090688555495
1991-01-01 43.834023391069294
1991-02-01 43.723145181869604
1991-03-01 43.697406473601205
1991-04-01 43.375718947087094
1991-05-01 43.705494429584600
1991-06-01 43.651793546802800
1991-07-01 43.789041029039000
1991-08-01 43.514731359270200
1991-09-01 43.183700947743596
1991-10-01 41.983469858117600
1991-11-01 42.509740879970800
1991-12-01 42.919711554857900
1992-01-01 40.933842009624290
1992-02-01 40.691949603483500
1992-03-01 39.984919027698700
1992-04-01 40.586134965187200
1992-05-01 40.100374430274290
1992-06-01 39.721489720098300
1992-07-01 39.844870793151000
1992-08-01 39.619128287868100
1992-09-01 39.149807995993600
1992-10-01 38.188574634330500
1992-11-01 38.960553707060100
1992-12-01 38.799818548940500
1993-01-01 38.717021666854500
1993-02-01 38.761961672088400
1993-03-01 39.067963862010700
1993-04-01 37.779932185526600
1993-05-01 37.719564450644896
1993-06-01 37.924740354006600
1993-07-01 37.329489168608000
1993-08-01 37.532946454355900
1993-09-01 37.421842422447500
1993-10-01 37.054026809881800
1993-11-01 37.158184043854700
1993-12-01 37.248902559640800
1994-01-01 38.138792740358205
1994-02-01 38.152941922152294
1994-03-01 37.744447869866704
1994-04-01 39.191062418021005
1994-05-01 39.054681562326800
1994-06-01 38.688126147275206
1994-07-01 39.149489682357896
1994-08-01 38.947122950694500
1994-09-01 39.391464949899200
1994-10-01 39.093514750515105
1994-11-01 39.152687249208000
1994-12-01 39.010957368318500
1995-01-01 38.244583027406100
1995-02-01 38.169232346221500
1995-03-01 38.526781671696895
1995-04-01 38.803357020387004
1995-05-01 38.992306884987200
1995-06-01 39.348217970118400
1995-07-01 39.554200026952294
1995-08-01 39.766131242560400
1995-09-01 39.962853036809200
1995-10-01 40.497385915971500
1995-11-01 40.830585429952800
1995-12-01 40.738292665636100
1996-01-01 41.316269006389400
1996-02-01 41.443935312183210
1996-03-01 41.234125259393900
1996-04-01 40.836034774024100
1996-05-01 40.609448891292700
1996-06-01 40.728276364486300
1996-07-01 40.808280910616800
1996-08-01 41.065231289440400
1996-09-01 41.064292358954400
1996-10-01 41.313264458829100
1996-11-01 41.252937277554900
1996-12-01 41.487431471150295
1997-01-01 41.091091843660600
1997-02-01 41.018185517336400
1997-03-01 41.073993100434900
1997-04-01 41.354111716241604
1997-05-01 41.221094109760300
1997-06-01 42.788024317852100
1997-07-01 40.600115931287100
1997-08-01 40.520944288974900
1997-09-01 40.573019282278900
1997-10-01 40.445499627931795
1997-11-01 39.625126772383396
1997-12-01 40.650085886142000
1998-01-01 41.401277834709600
1998-02-01 41.716910907141300
1998-03-01 41.636537091920100
1998-04-01 40.869269916561200
1998-05-01 41.387912836590790
1998-06-01 41.261568723697600
1998-07-01 41.577802643267496
1998-08-01 41.762939344386600
1998-09-01 41.777633784364795
1998-10-01 42.326039997886504
1998-11-01 41.442344300720100
1998-12-01 41.184930088369500
1999-01-01 40.173091638812400
1999-02-01 40.188582216719600
1999-03-01 40.285504404843294
1999-04-01 40.387058794514000
1999-05-01 40.740780997390600
1999-06-01 40.945730250148000
1999-07-01 40.834031880550300
1999-08-01 40.518576482757900
1999-09-01 40.475036956542894
1999-10-01 40.709528898588710
1999-11-01 41.162388573186000
1999-12-01 41.442472867053900
2000-01-01 41.127557981994200
2000-02-01 41.364016112236290
2000-03-01 41.323696216576790
2000-04-01 41.507164644400200
2000-05-01 41.082604852607496
2000-06-01 41.002890962037796
2000-07-01 42.307684792380290
2000-08-01 42.108162167805700
2000-09-01 42.195014129905100
2000-10-01 40.621464221718895
2000-11-01 41.078216938966500
2000-12-01 41.218575624771900
2001-01-01 41.403704206049206
2001-02-01 41.486660158060396
2001-03-01 41.533702867010900
2001-04-01 41.520359847769605
2001-05-01 41.670503462909700
2001-06-01 41.309965899120300
2001-07-01 40.605811555641900
2001-08-01 40.429087238371295
2001-09-01 39.902188728059700
2001-10-01 39.330124932666400
2001-11-01 38.895294732651500
2001-12-01 38.490543239264600
2002-01-01 38.114426344492600
2002-02-01 38.002225701518796
2002-03-01 37.924646241531000
2002-04-01 37.818282254851700
2002-05-01 37.974160096250500
2002-06-01 38.156321938386796
2002-07-01 38.331212800314900
2002-08-01 38.364476757034105
2002-09-01 38.601111384848100
2002-10-01 39.155786830213300
2002-11-01 39.212539779595204
2002-12-01 38.841909016484706
2003-01-01 39.001385944574200
2003-02-01 39.001888048608500
2003-03-01 38.802800908284500
2003-04-01 38.594936899868100
2003-05-01 38.713303699055900
2003-06-01 38.767233928035900
2003-07-01 38.633046057382394
2003-08-01 38.798652550257900
2003-09-01 38.796218655407294
2003-10-01 38.751845739311100
2003-11-01 39.003386976248500
2003-12-01 39.503344148991900
2004-01-01 39.605429474045295
2004-02-01 39.929662420625400
2004-03-01 39.502925859006300
2004-04-01 39.057712933603796
2004-05-01 39.646595437599004
2004-06-01 39.682105566758790
2004-07-01 39.505923210427800
2004-08-01 39.415162594493395
2004-09-01 39.778818762110895
2004-10-01 39.645455951816700
2004-11-01 39.911938980491290
2004-12-01 40.048567374798004
2005-01-01 40.366043096950500
2005-02-01 40.269483159378400
2005-03-01 40.534931813885706
2005-04-01 40.303021107869206
2005-05-01 39.955091087779900
2005-06-01 39.784210244459000
2005-07-01 40.158276993075000
2005-08-01 40.214539136213800
2005-09-01 40.055189799112000
2005-10-01 40.133204282210900
2005-11-01 40.026386410382800
2005-12-01 40.211013858114800
2006-01-01 39.969139262313206
2006-02-01 40.208989169703000
2006-03-01 40.288243849334606
2006-04-01 40.469678646346700
2006-05-01 40.409924887283800
2006-06-01 40.449711652918790
2006-07-01 41.223949959715000
2006-08-01 40.896874436764200
2006-09-01 40.625361152163100
2006-10-01 41.830928377853496
2006-11-01 41.260143592899700
2006-12-01 40.964359627222000
2007-01-01 41.325755911378600
2007-02-01 41.112965436755400
2007-03-01 41.052706073011100
2007-04-01 41.957646333740705
2007-05-01 41.726470594762000
2007-06-01 41.992556576788900
2007-07-01 42.299854561555904
2007-08-01 42.282532969697800
2007-09-01 42.726643215186100
2007-10-01 42.733944110920795
2007-11-01 42.471540909508704
2007-12-01 42.619966496611795
2008-01-01 42.475655028011800
2008-02-01 43.085894935758400
2008-03-01 43.317512118789000
2008-04-01 43.366774261228510
2008-05-01 43.540790730907204
2008-06-01 43.544179178352000
2008-07-01 43.197864590652510
2008-08-01 43.080658792715795
2008-09-01 42.719090902108100
2008-10-01 42.541141968305500
2008-11-01 42.490686876432290
2008-12-01 42.340915915128996
2009-01-01 41.713143525846300
2009-02-01 41.342133163689105
2009-03-01 40.870320603145100
2009-04-01 40.479234249282300
2009-05-01 40.576333113587800
2009-06-01 40.320653443872000
2009-07-01 39.908893742341400
2009-08-01 39.882651014780200
2009-09-01 40.034165231844796
2009-10-01 39.854761679965800
2009-11-01 39.985302376591800
2009-12-01 40.027181148909800
2010-01-01 40.213341917721000
2010-02-01 40.607553077338096
2010-03-01 40.596512125648200
2010-04-01 40.701920240932495
2010-05-01 40.759473012481500
2010-06-01 40.734452720858500
2010-07-01 41.011877728164100
2010-08-01 40.692858513707500
2010-09-01 40.456450100440705
2010-10-01 40.441326373803210
2010-11-01 40.470309555329706
2010-12-01 40.602636641380700
2011-01-01 40.794493384128900
2011-02-01 40.984385152989100
2011-03-01 41.002236606138600
2011-04-01 41.126688141759200
2011-05-01 41.084328279039795
2011-06-01 41.068623060291500
2011-07-01 41.299894344169296
2011-08-01 41.490723660469400
2011-09-01 41.906128945857700
2011-10-01 41.811054081448205
2011-11-01 42.030541641443800
2011-12-01 41.685533989929205
2012-01-01 41.442812819407600
2012-02-01 41.489456380026700
2012-03-01 41.592380218078105
2012-04-01 41.968976171509400
2012-05-01 42.030287144068900
2012-06-01 42.208324102136700
2012-07-01 42.483642293886500
2012-08-01 42.694077256588800
2012-09-01 42.833233184468796
2012-10-01 42.974288241305000
2012-11-01 43.097739554223790
2012-12-01 43.259599267423404
2013-01-01 43.385355027956706
2013-02-01 43.410659533505495
2013-03-01 43.483876904718600
2013-04-01 43.514354863658000
2013-05-01 43.684068976050206
2013-06-01 43.846423139759700
2013-07-01 43.957624812043896
2013-08-01 43.788964657664300
2013-09-01 44.052653947492400
2013-10-01 44.553480189864100
2013-11-01 44.663720815767896
2013-12-01 44.918083427867400
2014-01-01 45.335417691210500
2014-02-01 45.533695320972300
2014-03-01 45.783714991706600
2014-04-01 45.578609850720100
2014-05-01 46.036938428970790
2014-06-01 46.271354661299700
2014-07-01 46.222363028774500
2014-08-01 46.387530048482500
2014-09-01 46.348077680166995
2014-10-01 46.436599375037204
2014-11-01 46.450927438988100
2014-12-01 46.167428208972500
2015-01-01 46.303410427643300
2015-02-01 46.345463622429600
2015-03-01 46.706562989485290
2015-04-01 46.528512711072000
2015-05-01 46.793293749885400
2015-06-01 46.781123115653490
2015-07-01 46.796044328860596
2015-08-01 47.082974282989795
2015-09-01 47.120952963761400
2015-10-01 47.113828824829206
2015-11-01 47.432100474003200
2015-12-01 47.830906020646600
2016-01-01 47.902796597454300
2016-02-01 48.148120937042800
2016-03-01 47.449461464374500
2016-04-01 47.865549692817400
2016-05-01 47.647883183754500
2016-06-01 47.389205536277295
2016-07-01 47.676182955452994
2016-08-01 47.474371063500904
2016-09-01 47.582688552266000
2016-10-01 47.062882886947900
2016-11-01 47.517841482672395
2016-12-01 47.490402164197900
2017-01-01 47.529149464210704
2017-02-01 47.555631253523700
2017-03-01 47.716673120243600
2017-04-01 47.885728395039800
2017-05-01 48.195235907652204
2017-06-01 48.699966622980604
2017-07-01 49.267542745752100
2017-08-01 49.861539674015000
2017-09-01 49.528643777363210
2017-10-01 49.373574038306800
2017-11-01 49.686423778379300
2017-12-01 50.180845991041295
2018-01-01 50.288173791565290
2018-02-01 50.390044514882500
2018-03-01 50.478180568395500
2018-04-01 50.623539394795294
2018-05-01 50.614002957444110
2018-06-01 50.681763773993900
2018-07-01 50.157241393676394
2018-08-01 50.147752665465500
2018-09-01 50.175683806946104
2018-10-01 49.971206744099900
2018-11-01 50.166792399118100
2018-12-01 49.980463310306206
2019-01-01 50.071753760737600
2019-02-01 50.349272333102704
2019-03-01 50.238625914555904
2019-04-01 50.551915003914900
2019-05-01 50.498097315864290
2019-06-01 50.635392614808700
2019-07-01 50.950427664412004
2019-08-01 51.020205528447400
2019-09-01 51.011907843818996
2019-10-01 51.509117540359000
2019-11-01 51.532837589622495
2019-12-01 51.733761717200295
2020-01-01 52.566704327573100
2020-02-01 52.639350852241705
2020-03-01 51.279182062068700
2020-04-01 24.954478850799305
2020-05-01 24.041164506382900
2020-06-01 24.871716478655300
2020-07-01 23.004924721623897
2020-08-01 23.393117173593502
2020-09-01 24.175740006896100
2020-10-01 26.810197001446700
2020-11-01 26.733233843738798
2020-12-01 23.391183967436298
2021-01-01 21.343016510833300
2021-02-01 23.820384120448104
2021-03-01 24.816851994548898
2021-04-01 28.325854821172700
2021-05-01 29.553162698218998
2021-06-01 31.508106632267200
2021-07-01 33.835165755420300
2021-08-01 34.470829619160200
2021-09-01 35.359146502975400
2021-10-01 35.966820725414200
2021-11-01 36.656689349242300
2021-12-01 37.472636614498210
2022-01-01 37.692218416599104
2022-02-01 38.484700738449100
2022-03-01 39.028887741694206
2022-04-01 39.882708777774894
2022-05-01 40.458190902664704
2022-06-01 41.230270277968900
2022-07-01 42.948857554310706
2022-08-01 42.668310567551500
2022-09-01 43.073921281808396
2022-10-01 43.157621272039390
2022-11-01 43.717260197139304
2022-12-01 43.629607346511200
2023-01-01 44.217905295233900
2023-02-01 44.305677615873000
2023-03-01 44.841105588673490
2023-04-01 45.225556271678705
2023-05-01 45.277818603650104
2023-06-01 45.761255589823100
2023-07-01 45.582807824513296
2023-08-01 45.365084869555290
2023-09-01 45.399200556667500
2023-10-01 45.558786219274104
2023-11-01 45.768508234092100
2023-12-01 46.092689543058604
2024-01-01 46.317392961135000
2024-02-01 46.501950485161900
2024-03-01 46.437472504658395
2024-04-01 46.566406736389700
2024-05-01 46.828376751958500
2024-06-01 46.718684237226200
2024-07-01 46.629021192887400
2024-08-01 46.673851368914500
2024-09-01 46.740430651494705
2024-10-01 46.926461621709390
2024-11-01 47.013768360073996
2024-12-01 47.222676059667300

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