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 2026-07-01 |
| Last Updated | 2026-08-21 7:21 PM 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 | 67.8544336783873 |
| 1990-02-01 | 68.0329321488132 |
| 1990-03-01 | 68.4978322561104 |
| 1990-04-01 | 68.5960590109579 |
| 1990-05-01 | 68.2286470105092 |
| 1990-06-01 | 67.9794799792157 |
| 1990-07-01 | 67.5192354567830 |
| 1990-08-01 | 67.0439162376759 |
| 1990-09-01 | 66.6079030886271 |
| 1990-10-01 | 68.2024475922605 |
| 1990-11-01 | 67.9245780966506 |
| 1990-12-01 | 67.3565113521055 |
| 1991-01-01 | 67.0390768461009 |
| 1991-02-01 | 66.7677148467482 |
| 1991-03-01 | 66.4867504393165 |
| 1991-04-01 | 66.1711657159782 |
| 1991-05-01 | 66.5324371548427 |
| 1991-06-01 | 66.6221829928637 |
| 1991-07-01 | 66.4792414102727 |
| 1991-08-01 | 66.2786830776875 |
| 1991-09-01 | 65.8102414641548 |
| 1991-10-01 | 65.2738587825189 |
| 1991-11-01 | 64.7367485559049 |
| 1991-12-01 | 64.9574349111156 |
| 1992-01-01 | 63.5002796953700 |
| 1992-02-01 | 62.7717598304104 |
| 1992-03-01 | 61.6682684487725 |
| 1992-04-01 | 62.5436688227229 |
| 1992-05-01 | 62.2491376543598 |
| 1992-06-01 | 61.7910106066368 |
| 1992-07-01 | 61.8784979696700 |
| 1992-08-01 | 61.5205216883209 |
| 1992-09-01 | 61.0295833780171 |
| 1992-10-01 | 60.7070831150531 |
| 1992-11-01 | 60.9498250784636 |
| 1992-12-01 | 60.9759375523794 |
| 1993-01-01 | 61.1274081443461 |
| 1993-02-01 | 61.3662413428758 |
| 1993-03-01 | 61.9245862008314 |
| 1993-04-01 | 60.4973479245322 |
| 1993-05-01 | 60.2948747609238 |
| 1993-06-01 | 60.2982479382358 |
| 1993-07-01 | 59.8029947761267 |
| 1993-08-01 | 59.8693907582778 |
| 1993-09-01 | 59.7533212373782 |
| 1993-10-01 | 59.4006657436027 |
| 1993-11-01 | 59.0437257164716 |
| 1993-12-01 | 59.1654997745289 |
| 1994-01-01 | 60.0664956070727 |
| 1994-02-01 | 59.6837627215729 |
| 1994-03-01 | 58.9830259287707 |
| 1994-04-01 | 59.9768492637635 |
| 1994-05-01 | 59.8609068929404 |
| 1994-06-01 | 59.1711627936257 |
| 1994-07-01 | 59.5319446211636 |
| 1994-08-01 | 59.2939531761667 |
| 1994-09-01 | 59.9706827027123 |
| 1994-10-01 | 60.0668858336107 |
| 1994-11-01 | 60.0443209198640 |
| 1994-12-01 | 60.1699843004792 |
| 1995-01-01 | 59.3178585763049 |
| 1995-02-01 | 59.0476758065674 |
| 1995-03-01 | 59.2442690002628 |
| 1995-04-01 | 59.4738181771149 |
| 1995-05-01 | 59.7325753287509 |
| 1995-06-01 | 60.1397217441980 |
| 1995-07-01 | 60.1956994254696 |
| 1995-08-01 | 60.2983492909659 |
| 1995-09-01 | 60.4785787643117 |
| 1995-10-01 | 61.1257268679893 |
| 1995-11-01 | 61.5262592231073 |
| 1995-12-01 | 61.6376156994845 |
| 1996-01-01 | 62.5288927392428 |
| 1996-02-01 | 62.7057703965298 |
| 1996-03-01 | 62.4359837993362 |
| 1996-04-01 | 61.9316224920171 |
| 1996-05-01 | 61.3741489555570 |
| 1996-06-01 | 61.6185342003802 |
| 1996-07-01 | 61.5747221626875 |
| 1996-08-01 | 61.9558569693569 |
| 1996-09-01 | 62.1051453925224 |
| 1996-10-01 | 62.1260217281295 |
| 1996-11-01 | 61.9119431931018 |
| 1996-12-01 | 62.1403396320337 |
| 1997-01-01 | 61.5754610419108 |
| 1997-02-01 | 61.4906717845754 |
| 1997-03-01 | 61.6580620434258 |
| 1997-04-01 | 62.0889958626769 |
| 1997-05-01 | 61.9821156860049 |
| 1997-06-01 | 63.3783826963008 |
| 1997-07-01 | 61.4659358663713 |
| 1997-08-01 | 61.4793555225440 |
| 1997-09-01 | 61.3187371410809 |
| 1997-10-01 | 61.1828255658330 |
| 1997-11-01 | 60.3211647766168 |
| 1997-12-01 | 61.3639684973753 |
| 1998-01-01 | 62.4763210622948 |
| 1998-02-01 | 62.7981175099427 |
| 1998-03-01 | 62.8081925157901 |
| 1998-04-01 | 62.6199080954215 |
| 1998-05-01 | 62.8317158183266 |
| 1998-06-01 | 62.4799668310978 |
| 1998-07-01 | 63.7285661436774 |
| 1998-08-01 | 63.7832254107646 |
| 1998-09-01 | 63.8368558652505 |
| 1998-10-01 | 64.4017360191829 |
| 1998-11-01 | 63.5533685555365 |
| 1998-12-01 | 63.6603964974783 |
| 1999-01-01 | 62.3853166621603 |
| 1999-02-01 | 62.5590886440918 |
| 1999-03-01 | 62.7494238937926 |
| 1999-04-01 | 62.4233555107318 |
| 1999-05-01 | 62.7522321924669 |
| 1999-06-01 | 62.8837451974970 |
| 1999-07-01 | 62.5931623776291 |
| 1999-08-01 | 62.5163846901914 |
| 1999-09-01 | 62.4413181625510 |
| 1999-10-01 | 62.7277357919656 |
| 1999-11-01 | 63.1973186381461 |
| 1999-12-01 | 63.5724088122559 |
| 2000-01-01 | 62.8876943951540 |
| 2000-02-01 | 63.0157065136673 |
| 2000-03-01 | 62.5857285129987 |
| 2000-04-01 | 63.2095253463726 |
| 2000-05-01 | 63.0614465051789 |
| 2000-06-01 | 62.9456219926242 |
| 2000-07-01 | 63.4137379313772 |
| 2000-08-01 | 63.3580676077490 |
| 2000-09-01 | 63.7652184768381 |
| 2000-10-01 | 61.7786297786011 |
| 2000-11-01 | 62.0372426593336 |
| 2000-12-01 | 62.2992846823188 |
| 2001-01-01 | 63.4373595552318 |
| 2001-02-01 | 63.5145961044752 |
| 2001-03-01 | 63.8285787897743 |
| 2001-04-01 | 64.0826678360026 |
| 2001-05-01 | 64.0998498970258 |
| 2001-06-01 | 63.9189612327805 |
| 2001-07-01 | 61.8902279789796 |
| 2001-08-01 | 61.7253911963433 |
| 2001-09-01 | 61.1509583641068 |
| 2001-10-01 | 60.7310958510244 |
| 2001-11-01 | 60.3975730914055 |
| 2001-12-01 | 59.9900718052129 |
| 2002-01-01 | 59.6363584859813 |
| 2002-02-01 | 59.6306709939350 |
| 2002-03-01 | 59.8664713205316 |
| 2002-04-01 | 59.5315448612795 |
| 2002-05-01 | 59.7721943091462 |
| 2002-06-01 | 59.8231140890763 |
| 2002-07-01 | 59.7873631987828 |
| 2002-08-01 | 59.8909297702064 |
| 2002-09-01 | 60.2211847993229 |
| 2002-10-01 | 60.6867913990744 |
| 2002-11-01 | 60.7631855155475 |
| 2002-12-01 | 60.7505310287333 |
| 2003-01-01 | 61.0138537957380 |
| 2003-02-01 | 61.3528405639725 |
| 2003-03-01 | 61.2819657865736 |
| 2003-04-01 | 61.3847139210343 |
| 2003-05-01 | 61.5895154107175 |
| 2003-06-01 | 61.9661426361375 |
| 2003-07-01 | 61.8629962110395 |
| 2003-08-01 | 62.4917325640959 |
| 2003-09-01 | 62.4885602450145 |
| 2003-10-01 | 62.6938850185640 |
| 2003-11-01 | 63.0030488145278 |
| 2003-12-01 | 63.8856771993805 |
| 2004-01-01 | 63.6690332283024 |
| 2004-02-01 | 64.1187809291250 |
| 2004-03-01 | 63.6067549387955 |
| 2004-04-01 | 63.2500997580419 |
| 2004-05-01 | 64.3293225014011 |
| 2004-06-01 | 64.5286180259180 |
| 2004-07-01 | 64.2152077183596 |
| 2004-08-01 | 64.3090092245535 |
| 2004-09-01 | 64.4666273943436 |
| 2004-10-01 | 64.1659352739977 |
| 2004-11-01 | 64.5082680402552 |
| 2004-12-01 | 64.7904980573746 |
| 2005-01-01 | 64.7582008645604 |
| 2005-02-01 | 64.4789757248474 |
| 2005-03-01 | 64.7555470152325 |
| 2005-04-01 | 64.6352625784049 |
| 2005-05-01 | 64.2519933752887 |
| 2005-06-01 | 64.0999973380750 |
| 2005-07-01 | 64.5728327314435 |
| 2005-08-01 | 64.4489314172954 |
| 2005-09-01 | 64.5592346040507 |
| 2005-10-01 | 64.3146378649571 |
| 2005-11-01 | 64.0655857562817 |
| 2005-12-01 | 64.3784076893957 |
| 2006-01-01 | 64.5491877344655 |
| 2006-02-01 | 64.9493330388023 |
| 2006-03-01 | 65.4152091215727 |
| 2006-04-01 | 65.6616735675636 |
| 2006-05-01 | 65.5507367747942 |
| 2006-06-01 | 65.7756742716816 |
| 2006-07-01 | 66.6361351096142 |
| 2006-08-01 | 66.2901016186709 |
| 2006-09-01 | 66.2492590804730 |
| 2006-10-01 | 67.5485096446065 |
| 2006-11-01 | 66.9127398320022 |
| 2006-12-01 | 66.5587967839858 |
| 2007-01-01 | 67.1833652011326 |
| 2007-02-01 | 66.6944768159701 |
| 2007-03-01 | 67.0742284094488 |
| 2007-04-01 | 68.1240616046144 |
| 2007-05-01 | 67.8129541905812 |
| 2007-06-01 | 68.2336287529106 |
| 2007-07-01 | 68.6245970175419 |
| 2007-08-01 | 68.5150212868178 |
| 2007-09-01 | 68.9691905530584 |
| 2007-10-01 | 69.1893496873086 |
| 2007-11-01 | 69.1391593511026 |
| 2007-12-01 | 69.3395114685107 |
| 2008-01-01 | 69.3034555653793 |
| 2008-02-01 | 70.0280251414215 |
| 2008-03-01 | 70.1578480034222 |
| 2008-04-01 | 70.0026846604755 |
| 2008-05-01 | 70.1586567350805 |
| 2008-06-01 | 70.0894484052141 |
| 2008-07-01 | 69.6217227761060 |
| 2008-08-01 | 69.8127214438265 |
| 2008-09-01 | 69.4760230554175 |
| 2008-10-01 | 69.4572656915189 |
| 2008-11-01 | 69.7850928658363 |
| 2008-12-01 | 69.3231731938428 |
| 2009-01-01 | 68.4400082193866 |
| 2009-02-01 | 67.6434099010649 |
| 2009-03-01 | 66.9363037319761 |
| 2009-04-01 | 66.2646963495955 |
| 2009-05-01 | 66.0951269957961 |
| 2009-06-01 | 65.7519603037423 |
| 2009-07-01 | 64.8295552494328 |
| 2009-08-01 | 64.8738748173491 |
| 2009-09-01 | 65.1002062551159 |
| 2009-10-01 | 64.8586238015703 |
| 2009-11-01 | 64.7486001736836 |
| 2009-12-01 | 64.6952486455760 |
| 2010-01-01 | 64.8492917433302 |
| 2010-02-01 | 65.0825212205318 |
| 2010-03-01 | 65.1824518506519 |
| 2010-04-01 | 65.5091361169940 |
| 2010-05-01 | 65.6488283932563 |
| 2010-06-01 | 65.7491235586520 |
| 2010-07-01 | 66.1086785947040 |
| 2010-08-01 | 65.9440129612851 |
| 2010-09-01 | 65.7074143842413 |
| 2010-10-01 | 65.6565580850151 |
| 2010-11-01 | 65.7471736186973 |
| 2010-12-01 | 65.9908918231982 |
| 2011-01-01 | 66.1491412940227 |
| 2011-02-01 | 66.3210977356569 |
| 2011-03-01 | 66.2821789383027 |
| 2011-04-01 | 66.4241078507761 |
| 2011-05-01 | 66.4182738138642 |
| 2011-06-01 | 66.4871707767638 |
| 2011-07-01 | 66.6796591785843 |
| 2011-08-01 | 66.9142791831712 |
| 2011-09-01 | 67.4418933867069 |
| 2011-10-01 | 66.9421172764774 |
| 2011-11-01 | 67.2494011792580 |
| 2011-12-01 | 67.0881066655486 |
| 2012-01-01 | 67.1137848097336 |
| 2012-02-01 | 67.2595077725738 |
| 2012-03-01 | 67.5483680119238 |
| 2012-04-01 | 68.0467254381756 |
| 2012-05-01 | 68.2056932133842 |
| 2012-06-01 | 68.8469174474327 |
| 2012-07-01 | 68.8664736180350 |
| 2012-08-01 | 69.1146632836584 |
| 2012-09-01 | 69.2574140184460 |
| 2012-10-01 | 69.6235946438957 |
| 2012-11-01 | 69.6541412860782 |
| 2012-12-01 | 69.8656170242554 |
| 2013-01-01 | 70.0732064293538 |
| 2013-02-01 | 70.2689105267558 |
| 2013-03-01 | 70.5064875523924 |
| 2013-04-01 | 70.5665323972469 |
| 2013-05-01 | 70.8049271098376 |
| 2013-06-01 | 71.4233354842493 |
| 2013-07-01 | 71.0801496494877 |
| 2013-08-01 | 71.0429389296116 |
| 2013-09-01 | 71.1606010056249 |
| 2013-10-01 | 71.6101925999298 |
| 2013-11-01 | 71.5510469992748 |
| 2013-12-01 | 71.7058423674072 |
| 2014-01-01 | 72.0263947942484 |
| 2014-02-01 | 72.0458876835615 |
| 2014-03-01 | 72.2749523530657 |
| 2014-04-01 | 72.3150698647016 |
| 2014-05-01 | 72.6204634618226 |
| 2014-06-01 | 72.4906017154868 |
| 2014-07-01 | 72.7907370123012 |
| 2014-08-01 | 73.0967739107494 |
| 2014-09-01 | 73.2367936958968 |
| 2014-10-01 | 73.5048219845920 |
| 2014-11-01 | 73.5609199627159 |
| 2014-12-01 | 73.5354332757156 |
| 2015-01-01 | 73.5957736538910 |
| 2015-02-01 | 73.5933538945710 |
| 2015-03-01 | 74.0773776006175 |
| 2015-04-01 | 73.9377714893484 |
| 2015-05-01 | 74.1488957629335 |
| 2015-06-01 | 74.3259105928785 |
| 2015-07-01 | 74.3931135218562 |
| 2015-08-01 | 74.8562007461573 |
| 2015-09-01 | 74.9125420108480 |
| 2015-10-01 | 75.0083726970845 |
| 2015-11-01 | 75.2632377448833 |
| 2015-12-01 | 75.6896519861367 |
| 2016-01-01 | 75.9076804666689 |
| 2016-02-01 | 76.5258928300404 |
| 2016-03-01 | 75.7851634569338 |
| 2016-04-01 | 76.0473530751253 |
| 2016-05-01 | 75.8837833140831 |
| 2016-06-01 | 75.6097475994759 |
| 2016-07-01 | 75.7900066342980 |
| 2016-08-01 | 75.4907397858077 |
| 2016-09-01 | 76.0108804817618 |
| 2016-10-01 | 75.7988039039061 |
| 2016-11-01 | 76.0803348360739 |
| 2016-12-01 | 76.0845318017082 |
| 2017-01-01 | 76.5375671299963 |
| 2017-02-01 | 76.2784308659205 |
| 2017-03-01 | 76.2144533526555 |
| 2017-04-01 | 76.0130943374066 |
| 2017-05-01 | 76.2087092132748 |
| 2017-06-01 | 76.9473489292999 |
| 2017-07-01 | 77.6770606349144 |
| 2017-08-01 | 78.4471230193605 |
| 2017-09-01 | 78.0082859496017 |
| 2017-10-01 | 78.1716624536352 |
| 2017-11-01 | 78.1708913503183 |
| 2017-12-01 | 78.7172624631244 |
| 2018-01-01 | 78.5935897036302 |
| 2018-02-01 | 78.8823553536523 |
| 2018-03-01 | 78.8250149269013 |
| 2018-04-01 | 78.9809223631467 |
| 2018-05-01 | 78.8218619012174 |
| 2018-06-01 | 79.0793826652160 |
| 2018-07-01 | 78.3576475603005 |
| 2018-08-01 | 78.6834907665780 |
| 2018-09-01 | 78.6987308007790 |
| 2018-10-01 | 78.7234698044794 |
| 2018-11-01 | 78.9413091175857 |
| 2018-12-01 | 78.7634664136903 |
| 2019-01-01 | 78.8448894451578 |
| 2019-02-01 | 79.2655217193630 |
| 2019-03-01 | 79.2443755143148 |
| 2019-04-01 | 79.3341791323236 |
| 2019-05-01 | 79.5299320477018 |
| 2019-06-01 | 79.7093089723819 |
| 2019-07-01 | 79.7461894671044 |
| 2019-08-01 | 80.1086639600337 |
| 2019-09-01 | 79.7537022764092 |
| 2019-10-01 | 80.4855038131335 |
| 2019-11-01 | 80.2605682786770 |
| 2019-12-01 | 80.7290297876149 |
| 2020-01-01 | 81.4987054407614 |
| 2020-02-01 | 81.8061387244509 |
| 2020-03-01 | 79.7578001554828 |
| 2020-04-01 | 42.0011641939160 |
| 2020-05-01 | 35.6227080049665 |
| 2020-06-01 | 37.8278944884812 |
| 2020-07-01 | 36.1442112087380 |
| 2020-08-01 | 36.0226516921712 |
| 2020-09-01 | 36.7042650071810 |
| 2020-10-01 | 41.2624832908562 |
| 2020-11-01 | 41.9940056017502 |
| 2020-12-01 | 38.1786410156260 |
| 2021-01-01 | 32.7253305114096 |
| 2021-02-01 | 36.5519735473249 |
| 2021-03-01 | 37.6818900407255 |
| 2021-04-01 | 42.5624242924468 |
| 2021-05-01 | 45.6098717600258 |
| 2021-06-01 | 48.9261928178299 |
| 2021-07-01 | 54.2388263107507 |
| 2021-08-01 | 56.1764820604054 |
| 2021-09-01 | 57.4504535307464 |
| 2021-10-01 | 58.9886097166484 |
| 2021-11-01 | 59.6400554069633 |
| 2021-12-01 | 60.9082252374037 |
| 2022-01-01 | 60.2504777108792 |
| 2022-02-01 | 61.5502693655133 |
| 2022-03-01 | 62.1845279467938 |
| 2022-04-01 | 63.7356353037651 |
| 2022-05-01 | 64.6522588792416 |
| 2022-06-01 | 65.8262686093386 |
| 2022-07-01 | 68.0413901066031 |
| 2022-08-01 | 68.5560600546846 |
| 2022-09-01 | 69.2490250710022 |
| 2022-10-01 | 69.7504684678437 |
| 2022-11-01 | 70.3448778153218 |
| 2022-12-01 | 70.5940998444122 |
| 2023-01-01 | 71.3535281630098 |
| 2023-02-01 | 71.6653619015955 |
| 2023-03-01 | 72.1806347098083 |
| 2023-04-01 | 72.8019395389391 |
| 2023-05-01 | 73.2678028131069 |
| 2023-06-01 | 73.8206552899189 |
| 2023-07-01 | 73.6755694830103 |
| 2023-08-01 | 73.5454738345357 |
| 2023-09-01 | 73.9041333761781 |
| 2023-10-01 | 74.1383445651345 |
| 2023-11-01 | 74.3917897452322 |
| 2023-12-01 | 74.6735682221450 |
| 2024-01-01 | 74.7444160292914 |
| 2024-02-01 | 74.8978127783709 |
| 2024-03-01 | 74.9547925901859 |
| 2024-04-01 | 74.7625798418270 |
| 2024-05-01 | 74.4545273977828 |
| 2024-06-01 | 74.8380963743838 |
| 2024-07-01 | 74.7237350542646 |
| 2024-08-01 | 74.1476220300787 |
| 2024-09-01 | 74.8088700037113 |
| 2024-10-01 | 74.7146087279036 |
| 2024-11-01 | 74.6753582527132 |
| 2024-12-01 | 74.5359630649268 |
| 2025-01-01 | 74.0147108020885 |
| 2025-02-01 | 74.5871836314906 |
| 2025-03-01 | 74.7179700139858 |
| 2025-04-01 | 75.3244819939106 |
| 2025-05-01 | 75.0638922727448 |
| 2025-06-01 | 74.6934847317954 |
| 2025-07-01 | 74.1732525633074 |
| 2025-08-01 | 74.5346583484759 |
| 2025-09-01 | 74.6034711215231 |
| 2025-10-01 | 74.8736529356619 |
| 2025-11-01 | 75.1451281311935 |
| 2025-12-01 | 75.7999458079579 |
| 2026-01-01 | 75.9937579209367 |
| 2026-02-01 | 76.1931443551293 |
| 2026-03-01 | 75.9751286561803 |
| 2026-04-01 | 76.0938634713554 |
| 2026-05-01 | 76.3958115087857 |
| 2026-06-01 | 76.3036679389237 |
| 2026-07-01 | 76.2078837043696 |