Table Data - All Employees: Leisure and Hospitality: Accommodation in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Leisure and Hospitality: Accommodation in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310807072100001SA |
| 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 2025-08-01 |
| Last Updated | 2025-09-20 6:08 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 | 67.854443272333900 |
| 1990-02-01 | 68.032945382005790 |
| 1990-03-01 | 68.497849123533400 |
| 1990-04-01 | 68.596068918877900 |
| 1990-05-01 | 68.228636610144200 |
| 1990-06-01 | 67.979462075963600 |
| 1990-07-01 | 67.519218810307300 |
| 1990-08-01 | 67.043907530240200 |
| 1990-09-01 | 66.607906067815700 |
| 1990-10-01 | 68.202453515331900 |
| 1990-11-01 | 67.924558856003400 |
| 1990-12-01 | 67.356521923683800 |
| 1991-01-01 | 67.039090953597890 |
| 1991-02-01 | 66.767727023721290 |
| 1991-03-01 | 66.486771950626490 |
| 1991-04-01 | 66.171182758766790 |
| 1991-05-01 | 66.532442366691700 |
| 1991-06-01 | 66.622116740036500 |
| 1991-07-01 | 66.479239189114800 |
| 1991-08-01 | 66.278673013159100 |
| 1991-09-01 | 65.810245602627500 |
| 1991-10-01 | 65.273862802926900 |
| 1991-11-01 | 64.736729693209100 |
| 1991-12-01 | 64.957457331196900 |
| 1992-01-01 | 63.500294765694290 |
| 1992-02-01 | 62.771772231124100 |
| 1992-03-01 | 61.668298576702995 |
| 1992-04-01 | 62.543694965635005 |
| 1992-05-01 | 62.249155024615405 |
| 1992-06-01 | 61.790888907379596 |
| 1992-07-01 | 61.878503192697900 |
| 1992-08-01 | 61.520506447766294 |
| 1992-09-01 | 61.029588873471300 |
| 1992-10-01 | 60.707088700375100 |
| 1992-11-01 | 60.949813682372100 |
| 1992-12-01 | 60.975972857070210 |
| 1993-01-01 | 61.127430000152600 |
| 1993-02-01 | 61.366250828359696 |
| 1993-03-01 | 61.924623343228290 |
| 1993-04-01 | 60.497364048127096 |
| 1993-05-01 | 60.294958755832205 |
| 1993-06-01 | 60.298041030650900 |
| 1993-07-01 | 59.802989837437100 |
| 1993-08-01 | 59.869367197154700 |
| 1993-09-01 | 59.753332613279600 |
| 1993-10-01 | 59.400674589813500 |
| 1993-11-01 | 59.043719381878795 |
| 1993-12-01 | 59.165553537582596 |
| 1994-01-01 | 60.066529303085700 |
| 1994-02-01 | 59.683771521014800 |
| 1994-03-01 | 58.983072496212905 |
| 1994-04-01 | 59.976876784362204 |
| 1994-05-01 | 59.861093721842900 |
| 1994-06-01 | 59.170746180285100 |
| 1994-07-01 | 59.531962633698500 |
| 1994-08-01 | 59.293945966669290 |
| 1994-09-01 | 59.970702038871096 |
| 1994-10-01 | 60.066901028745390 |
| 1994-11-01 | 60.044322674329500 |
| 1994-12-01 | 60.170056792235100 |
| 1995-01-01 | 59.317894416440800 |
| 1995-02-01 | 59.047684177049000 |
| 1995-03-01 | 59.244325276192896 |
| 1995-04-01 | 59.473863483774200 |
| 1995-05-01 | 59.732881343431300 |
| 1995-06-01 | 60.139049654951500 |
| 1995-07-01 | 60.195763370536795 |
| 1995-08-01 | 60.298380516802204 |
| 1995-09-01 | 60.478625880923600 |
| 1995-10-01 | 61.125697825593100 |
| 1995-11-01 | 61.526276190184205 |
| 1995-12-01 | 61.637709280373900 |
| 1996-01-01 | 62.528913301965300 |
| 1996-02-01 | 62.705783546460104 |
| 1996-03-01 | 62.436054439857294 |
| 1996-04-01 | 61.931705883982800 |
| 1996-05-01 | 61.374510277411700 |
| 1996-06-01 | 61.617689272959204 |
| 1996-07-01 | 61.574837494435500 |
| 1996-08-01 | 61.955932234313710 |
| 1996-09-01 | 62.105209488851200 |
| 1996-10-01 | 62.125933056452894 |
| 1996-11-01 | 61.911954180818100 |
| 1996-12-01 | 62.140451845127400 |
| 1997-01-01 | 61.575444390149300 |
| 1997-02-01 | 61.490683134457505 |
| 1997-03-01 | 61.658150197449295 |
| 1997-04-01 | 62.089102082180990 |
| 1997-05-01 | 61.982502418341400 |
| 1997-06-01 | 63.377554913507005 |
| 1997-07-01 | 61.466062126549794 |
| 1997-08-01 | 61.479459799117300 |
| 1997-09-01 | 61.318848502456895 |
| 1997-10-01 | 61.182601312260500 |
| 1997-11-01 | 60.321129529272400 |
| 1997-12-01 | 61.364064234603400 |
| 1998-01-01 | 62.476282415480390 |
| 1998-02-01 | 62.798126910602210 |
| 1998-03-01 | 62.808302868138110 |
| 1998-04-01 | 62.620066431363895 |
| 1998-05-01 | 62.832111556578290 |
| 1998-06-01 | 62.479348017684295 |
| 1998-07-01 | 63.728616528574705 |
| 1998-08-01 | 63.783308357779700 |
| 1998-09-01 | 63.836976834145100 |
| 1998-10-01 | 64.401407283750600 |
| 1998-11-01 | 63.553256878193600 |
| 1998-12-01 | 63.660461098765204 |
| 1999-01-01 | 62.385262367423000 |
| 1999-02-01 | 62.559101394208500 |
| 1999-03-01 | 62.749550614325294 |
| 1999-04-01 | 62.423560931882200 |
| 1999-05-01 | 62.752618210165100 |
| 1999-06-01 | 62.883469050624896 |
| 1999-07-01 | 62.593100765426996 |
| 1999-08-01 | 62.516408199380706 |
| 1999-09-01 | 62.441433946111100 |
| 1999-10-01 | 62.727299510016000 |
| 1999-11-01 | 63.197140883084200 |
| 1999-12-01 | 63.572420917007896 |
| 2000-01-01 | 62.887650002656400 |
| 2000-02-01 | 63.015730708203900 |
| 2000-03-01 | 62.585864995459500 |
| 2000-04-01 | 63.209768629396200 |
| 2000-05-01 | 63.061802297109900 |
| 2000-06-01 | 62.945734904747000 |
| 2000-07-01 | 63.413529965115900 |
| 2000-08-01 | 63.357999507233200 |
| 2000-09-01 | 63.765267307175600 |
| 2000-10-01 | 61.778202347554206 |
| 2000-11-01 | 62.037024749479900 |
| 2000-12-01 | 62.299257573662500 |
| 2001-01-01 | 63.437339511843010 |
| 2001-02-01 | 63.514615289660100 |
| 2001-03-01 | 63.828711339534210 |
| 2001-04-01 | 64.082909122945610 |
| 2001-05-01 | 64.100166640794900 |
| 2001-06-01 | 63.919341937597196 |
| 2001-07-01 | 61.889937197266900 |
| 2001-08-01 | 61.725260405213604 |
| 2001-09-01 | 61.150962781083400 |
| 2001-10-01 | 60.730703981565505 |
| 2001-11-01 | 60.397355022571300 |
| 2001-12-01 | 59.989999982625100 |
| 2002-01-01 | 59.636382539770004 |
| 2002-02-01 | 59.630680134719110 |
| 2002-03-01 | 59.866588218080000 |
| 2002-04-01 | 59.531774134140210 |
| 2002-05-01 | 59.772483880223290 |
| 2002-06-01 | 59.823568052203505 |
| 2002-07-01 | 59.787038835614600 |
| 2002-08-01 | 59.890767230569900 |
| 2002-09-01 | 60.221130061621500 |
| 2002-10-01 | 60.686521160893790 |
| 2002-11-01 | 60.763014593978504 |
| 2002-12-01 | 60.750452574388895 |
| 2003-01-01 | 61.013899595265800 |
| 2003-02-01 | 61.352838223010700 |
| 2003-03-01 | 61.282056080029790 |
| 2003-04-01 | 61.384907503340210 |
| 2003-05-01 | 61.589727725698790 |
| 2003-06-01 | 61.966500288915300 |
| 2003-07-01 | 61.862749723303395 |
| 2003-08-01 | 62.491598997148710 |
| 2003-09-01 | 62.488488521176000 |
| 2003-10-01 | 62.693709063764000 |
| 2003-11-01 | 63.002954829698400 |
| 2003-12-01 | 63.885606760299100 |
| 2004-01-01 | 63.669080137506896 |
| 2004-02-01 | 64.118770956053710 |
| 2004-03-01 | 63.606816798695604 |
| 2004-04-01 | 63.250235234933500 |
| 2004-05-01 | 64.329447185908790 |
| 2004-06-01 | 64.528850317188900 |
| 2004-07-01 | 64.215049814540990 |
| 2004-08-01 | 64.308922050355500 |
| 2004-09-01 | 64.466552305551900 |
| 2004-10-01 | 64.165858160160900 |
| 2004-11-01 | 64.508235672572700 |
| 2004-12-01 | 64.790456322447610 |
| 2005-01-01 | 64.758232845165400 |
| 2005-02-01 | 64.478947909985110 |
| 2005-03-01 | 64.755582710593000 |
| 2005-04-01 | 64.635340557153000 |
| 2005-05-01 | 64.252035358426400 |
| 2005-06-01 | 64.100107487765000 |
| 2005-07-01 | 64.572779480626610 |
| 2005-08-01 | 64.448904221195010 |
| 2005-09-01 | 64.559200665669790 |
| 2005-10-01 | 64.314595679227600 |
| 2005-11-01 | 64.065571455970900 |
| 2005-12-01 | 64.378379736705400 |
| 2006-01-01 | 64.549205996754600 |
| 2006-02-01 | 64.949299912301300 |
| 2006-03-01 | 65.415223085445200 |
| 2006-04-01 | 65.661705571885990 |
| 2006-05-01 | 65.550746870360600 |
| 2006-06-01 | 65.775739338907300 |
| 2006-07-01 | 66.636130755402700 |
| 2006-08-01 | 66.290094590216600 |
| 2006-09-01 | 66.249249952321300 |
| 2006-10-01 | 67.548491716967200 |
| 2006-11-01 | 66.912724402804800 |
| 2006-12-01 | 66.558777224840500 |
| 2007-01-01 | 67.183374435813290 |
| 2007-02-01 | 66.694451561441600 |
| 2007-03-01 | 67.074227421902110 |
| 2007-04-01 | 68.124068773851390 |
| 2007-05-01 | 67.812947726924000 |
| 2007-06-01 | 68.233651385191210 |
| 2007-07-01 | 68.624653818433900 |
| 2007-08-01 | 68.515018786039400 |
| 2007-09-01 | 68.969189666555210 |
| 2007-10-01 | 69.189342697193000 |
| 2007-11-01 | 69.139133341658300 |
| 2007-12-01 | 69.339492711518400 |
| 2008-01-01 | 69.303451153489400 |
| 2008-02-01 | 70.028011960571700 |
| 2008-03-01 | 70.157842685719000 |
| 2008-04-01 | 70.002683724314690 |
| 2008-05-01 | 70.158654458243200 |
| 2008-06-01 | 70.089451433545600 |
| 2008-07-01 | 69.621842371557000 |
| 2008-08-01 | 69.812703656004200 |
| 2008-09-01 | 69.476023754853600 |
| 2008-10-01 | 69.457219098337900 |
| 2008-11-01 | 69.785030786135000 |
| 2008-12-01 | 69.323146389276800 |
| 2009-01-01 | 68.440017101090290 |
| 2009-02-01 | 67.643422582356790 |
| 2009-03-01 | 66.936322420469790 |
| 2009-04-01 | 66.264721988254010 |
| 2009-05-01 | 66.095154923543390 |
| 2009-06-01 | 65.751921200764800 |
| 2009-07-01 | 64.829743058853400 |
| 2009-08-01 | 64.873844206216400 |
| 2009-09-01 | 65.100168972825800 |
| 2009-10-01 | 64.858471460226710 |
| 2009-11-01 | 64.748455355851010 |
| 2009-12-01 | 64.695211962962100 |
| 2010-01-01 | 64.849352371519390 |
| 2010-02-01 | 65.082611111008100 |
| 2010-03-01 | 65.182519846189490 |
| 2010-04-01 | 65.509233477712400 |
| 2010-05-01 | 65.648947476435100 |
| 2010-06-01 | 65.748953518567100 |
| 2010-07-01 | 66.108934178350110 |
| 2010-08-01 | 65.944105818567700 |
| 2010-09-01 | 65.707605545446700 |
| 2010-10-01 | 65.655335083490000 |
| 2010-11-01 | 65.747203786136510 |
| 2010-12-01 | 65.991000664940600 |
| 2011-01-01 | 66.149332169129610 |
| 2011-02-01 | 66.321310130429500 |
| 2011-03-01 | 66.282392492040800 |
| 2011-04-01 | 66.424374231929110 |
| 2011-05-01 | 66.418591946361600 |
| 2011-06-01 | 66.486377940763800 |
| 2011-07-01 | 66.680095192454700 |
| 2011-08-01 | 66.914588657323000 |
| 2011-09-01 | 67.442319499654900 |
| 2011-10-01 | 66.939827156094000 |
| 2011-11-01 | 67.249597040654600 |
| 2011-12-01 | 67.088304370918510 |
| 2012-01-01 | 67.114032973027290 |
| 2012-02-01 | 67.259811661451100 |
| 2012-03-01 | 67.548871980187800 |
| 2012-04-01 | 68.047176433493600 |
| 2012-05-01 | 68.206197364258900 |
| 2012-06-01 | 68.845544374358700 |
| 2012-07-01 | 68.867043498892300 |
| 2012-08-01 | 69.115188526224300 |
| 2012-09-01 | 69.258152134791800 |
| 2012-10-01 | 69.620360338519790 |
| 2012-11-01 | 69.654503219996800 |
| 2012-12-01 | 69.865687765796000 |
| 2013-01-01 | 70.073130400820700 |
| 2013-02-01 | 70.269753737510300 |
| 2013-03-01 | 70.507129385393300 |
| 2013-04-01 | 70.567158717474600 |
| 2013-05-01 | 70.805644527527290 |
| 2013-06-01 | 71.421484526285200 |
| 2013-07-01 | 71.080914245673000 |
| 2013-08-01 | 71.043308383362200 |
| 2013-09-01 | 71.161480673028590 |
| 2013-10-01 | 71.607141111494600 |
| 2013-11-01 | 71.551722763801790 |
| 2013-12-01 | 71.706365929943800 |
| 2014-01-01 | 72.023321458168000 |
| 2014-02-01 | 72.047957415443590 |
| 2014-03-01 | 72.275944309258290 |
| 2014-04-01 | 72.315904786642000 |
| 2014-05-01 | 72.621540208320800 |
| 2014-06-01 | 72.488821992735600 |
| 2014-07-01 | 72.791590166581100 |
| 2014-08-01 | 73.096691793502090 |
| 2014-09-01 | 73.238020973567800 |
| 2014-10-01 | 73.502169516140700 |
| 2014-11-01 | 73.561931363533790 |
| 2014-12-01 | 73.536195129130790 |
| 2015-01-01 | 73.589376185417700 |
| 2015-02-01 | 73.596366643360410 |
| 2015-03-01 | 74.078521034431800 |
| 2015-04-01 | 73.939042075045300 |
| 2015-05-01 | 74.150741452090090 |
| 2015-06-01 | 74.324757469491600 |
| 2015-07-01 | 74.393867105081300 |
| 2015-08-01 | 74.855659159575000 |
| 2015-09-01 | 74.913739903238590 |
| 2015-10-01 | 75.006766165214500 |
| 2015-11-01 | 75.263964184417200 |
| 2015-12-01 | 75.690182351907300 |
| 2016-01-01 | 75.897718806906500 |
| 2016-02-01 | 76.529091599221900 |
| 2016-03-01 | 75.786784986296300 |
| 2016-04-01 | 76.049798093192100 |
| 2016-05-01 | 75.887391957545920 |
| 2016-06-01 | 75.610702063512790 |
| 2016-07-01 | 75.790757581387600 |
| 2016-08-01 | 75.489387688572100 |
| 2016-09-01 | 76.011719613505200 |
| 2016-10-01 | 75.796496500407300 |
| 2016-11-01 | 76.078849529806920 |
| 2016-12-01 | 76.083009763868090 |
| 2017-01-01 | 76.526131384150400 |
| 2017-02-01 | 76.281144986480800 |
| 2017-03-01 | 76.217879964020410 |
| 2017-04-01 | 76.018710813255210 |
| 2017-05-01 | 76.214993278826580 |
| 2017-06-01 | 76.953904760218490 |
| 2017-07-01 | 77.678092829379990 |
| 2017-08-01 | 78.441344525910800 |
| 2017-09-01 | 78.008335140308200 |
| 2017-10-01 | 78.166444148532800 |
| 2017-11-01 | 78.163904694147400 |
| 2017-12-01 | 78.712031397776500 |
| 2018-01-01 | 78.582084366369000 |
| 2018-02-01 | 78.885379384590900 |
| 2018-03-01 | 78.831756798927300 |
| 2018-04-01 | 78.992760539028300 |
| 2018-05-01 | 78.834129406390800 |
| 2018-06-01 | 79.094338154835600 |
| 2018-07-01 | 78.357112986347590 |
| 2018-08-01 | 78.672468869571500 |
| 2018-09-01 | 78.698011212167300 |
| 2018-10-01 | 78.705705206964500 |
| 2018-11-01 | 78.931168438433700 |
| 2018-12-01 | 78.748237550482400 |
| 2019-01-01 | 78.836544507815800 |
| 2019-02-01 | 79.263815416001790 |
| 2019-03-01 | 79.272585738527600 |
| 2019-04-01 | 79.348561678002910 |
| 2019-05-01 | 79.547921845041090 |
| 2019-06-01 | 79.734549640570100 |
| 2019-07-01 | 79.745279669015700 |
| 2019-08-01 | 80.091172496439200 |
| 2019-09-01 | 79.748826503883200 |
| 2019-10-01 | 80.452114015423790 |
| 2019-11-01 | 80.244139267989410 |
| 2019-12-01 | 80.700837930084590 |
| 2020-01-01 | 81.492420633858910 |
| 2020-02-01 | 81.802941722768800 |
| 2020-03-01 | 79.810851795426700 |
| 2020-04-01 | 42.018606777013105 |
| 2020-05-01 | 35.642999683263400 |
| 2020-06-01 | 37.890772496223605 |
| 2020-07-01 | 36.134815368685500 |
| 2020-08-01 | 35.994290801129104 |
| 2020-09-01 | 36.686443088823600 |
| 2020-10-01 | 41.205770364652710 |
| 2020-11-01 | 41.965256882482100 |
| 2020-12-01 | 38.134615266732700 |
| 2021-01-01 | 32.721192580797200 |
| 2021-02-01 | 36.554084210414710 |
| 2021-03-01 | 37.771658581315705 |
| 2021-04-01 | 42.585707040412900 |
| 2021-05-01 | 45.634441849098800 |
| 2021-06-01 | 49.040079876401300 |
| 2021-07-01 | 54.219369305055196 |
| 2021-08-01 | 56.123742182422895 |
| 2021-09-01 | 57.417598475787790 |
| 2021-10-01 | 58.901902831226200 |
| 2021-11-01 | 59.580669854675100 |
| 2021-12-01 | 60.832886775396500 |
| 2022-01-01 | 60.274088916915595 |
| 2022-02-01 | 61.557398463327296 |
| 2022-03-01 | 62.317989609609210 |
| 2022-04-01 | 63.773316245685100 |
| 2022-05-01 | 64.701751485194790 |
| 2022-06-01 | 65.995650047428100 |
| 2022-07-01 | 68.018704262113700 |
| 2022-08-01 | 68.454064928921400 |
| 2022-09-01 | 69.182462373143900 |
| 2022-10-01 | 69.613589406537000 |
| 2022-11-01 | 70.241206566504790 |
| 2022-12-01 | 70.498616513061200 |
| 2023-01-01 | 71.423803419881600 |
| 2023-02-01 | 71.694247556045100 |
| 2023-03-01 | 72.358858957577800 |
| 2023-04-01 | 72.856926967572700 |
| 2023-05-01 | 73.374116885342500 |
| 2023-06-01 | 74.032190935226910 |
| 2023-07-01 | 73.637936711883100 |
| 2023-08-01 | 73.384529964913090 |
| 2023-09-01 | 73.780937810216090 |
| 2023-10-01 | 73.944365217640710 |
| 2023-11-01 | 74.226926660841290 |
| 2023-12-01 | 74.571666212576800 |
| 2024-01-01 | 74.875810441530500 |
| 2024-02-01 | 74.969679255240790 |
| 2024-03-01 | 75.169017283137000 |
| 2024-04-01 | 75.048687288768700 |
| 2024-05-01 | 74.923856727589800 |
| 2024-06-01 | 75.277302439276710 |
| 2024-07-01 | 75.171128951991000 |
| 2024-08-01 | 74.423829685308400 |
| 2024-09-01 | 75.113315798561200 |
| 2024-10-01 | 75.262364895622910 |
| 2024-11-01 | 75.350671166041000 |
| 2024-12-01 | 75.452975243449910 |
| 2025-01-01 | 74.793043918571800 |
| 2025-02-01 | 75.220760116751900 |
| 2025-03-01 | 74.857361035283090 |
| 2025-04-01 | 74.944428866127210 |
| 2025-05-01 | 75.094969486423000 |
| 2025-06-01 | 74.936033553921790 |
| 2025-07-01 | 74.597904115806000 |
| 2025-08-01 | 74.964376573442300 |