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 2026-09-01 |
| Last Updated | 2026-10-20 9:53 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 | 67.8548557665 |
| 1990-02-01 | 68.0331192438 |
| 1990-03-01 | 68.4961904164 |
| 1990-04-01 | 68.5961558284 |
| 1990-05-01 | 68.2288156227 |
| 1990-06-01 | 67.9797916905 |
| 1990-07-01 | 67.5196437285 |
| 1990-08-01 | 67.0443923126 |
| 1990-09-01 | 66.6080880144 |
| 1990-10-01 | 68.2027441390 |
| 1990-11-01 | 67.9232019423 |
| 1990-12-01 | 67.3570858280 |
| 1991-01-01 | 67.0394521149 |
| 1991-02-01 | 66.7680078378 |
| 1991-03-01 | 66.4847153259 |
| 1991-04-01 | 66.1713610576 |
| 1991-05-01 | 66.5326403351 |
| 1991-06-01 | 66.6225158001 |
| 1991-07-01 | 66.4795473744 |
| 1991-08-01 | 66.2794639733 |
| 1991-09-01 | 65.8103606794 |
| 1991-10-01 | 65.2740971112 |
| 1991-11-01 | 64.7355293235 |
| 1991-12-01 | 64.9580397034 |
| 1992-01-01 | 63.5005419517 |
| 1992-02-01 | 62.7721192627 |
| 1992-03-01 | 61.6658339873 |
| 1992-04-01 | 62.5439674052 |
| 1992-05-01 | 62.2493823190 |
| 1992-06-01 | 61.7913748670 |
| 1992-07-01 | 61.8787137434 |
| 1992-08-01 | 61.5215667275 |
| 1992-09-01 | 61.0296052264 |
| 1992-10-01 | 60.7071674316 |
| 1992-11-01 | 60.9490398299 |
| 1992-12-01 | 60.9764041922 |
| 1993-01-01 | 61.1274756507 |
| 1993-02-01 | 61.3668285912 |
| 1993-03-01 | 61.9218742062 |
| 1993-04-01 | 60.4976125911 |
| 1993-05-01 | 60.2953729829 |
| 1993-06-01 | 60.2985514452 |
| 1993-07-01 | 59.8030371091 |
| 1993-08-01 | 59.8706474784 |
| 1993-09-01 | 59.7531786303 |
| 1993-10-01 | 59.4005167877 |
| 1993-11-01 | 59.0432393031 |
| 1993-12-01 | 59.1658758423 |
| 1994-01-01 | 60.0664947217 |
| 1994-02-01 | 59.6845701766 |
| 1994-03-01 | 58.9805092239 |
| 1994-04-01 | 59.9770381178 |
| 1994-05-01 | 59.8616585972 |
| 1994-06-01 | 59.1711775699 |
| 1994-07-01 | 59.5319342353 |
| 1994-08-01 | 59.2950599071 |
| 1994-09-01 | 59.9703791395 |
| 1994-10-01 | 60.0665023683 |
| 1994-11-01 | 60.0439467374 |
| 1994-12-01 | 60.1699908739 |
| 1995-01-01 | 59.3182962454 |
| 1995-02-01 | 59.0491076578 |
| 1995-03-01 | 59.2420424396 |
| 1995-04-01 | 59.4738257515 |
| 1995-05-01 | 59.7335810910 |
| 1995-06-01 | 60.1392232846 |
| 1995-07-01 | 60.1955711551 |
| 1995-08-01 | 60.2993479856 |
| 1995-09-01 | 60.4781934791 |
| 1995-10-01 | 61.1247576003 |
| 1995-11-01 | 61.5257770341 |
| 1995-12-01 | 61.6374447274 |
| 1996-01-01 | 62.5301031781 |
| 1996-02-01 | 62.7076074651 |
| 1996-03-01 | 62.4345108725 |
| 1996-04-01 | 61.9314709839 |
| 1996-05-01 | 61.3750807944 |
| 1996-06-01 | 61.6175105593 |
| 1996-07-01 | 61.5746040737 |
| 1996-08-01 | 61.9564351500 |
| 1996-09-01 | 62.1047717039 |
| 1996-10-01 | 62.1245897429 |
| 1996-11-01 | 61.9114748437 |
| 1996-12-01 | 62.1397504539 |
| 1997-01-01 | 61.5775511136 |
| 1997-02-01 | 61.4929741698 |
| 1997-03-01 | 61.6572411001 |
| 1997-04-01 | 62.0886209320 |
| 1997-05-01 | 61.9828907731 |
| 1997-06-01 | 63.3769767145 |
| 1997-07-01 | 61.4657550884 |
| 1997-08-01 | 61.4795523211 |
| 1997-09-01 | 61.3184863716 |
| 1997-10-01 | 61.1810276184 |
| 1997-11-01 | 60.3208241997 |
| 1997-12-01 | 61.3631566816 |
| 1998-01-01 | 62.4791818433 |
| 1998-02-01 | 62.8002486076 |
| 1998-03-01 | 62.8079675917 |
| 1998-04-01 | 62.6195021134 |
| 1998-05-01 | 62.8320695933 |
| 1998-06-01 | 62.4783993393 |
| 1998-07-01 | 63.7284612859 |
| 1998-08-01 | 63.7830913182 |
| 1998-09-01 | 63.8367181428 |
| 1998-10-01 | 64.4000813092 |
| 1998-11-01 | 63.5531388355 |
| 1998-12-01 | 63.6593028676 |
| 1999-01-01 | 62.3886097623 |
| 1999-02-01 | 62.5609884462 |
| 1999-03-01 | 62.7493296136 |
| 1999-04-01 | 62.4229412976 |
| 1999-05-01 | 62.7522051819 |
| 1999-06-01 | 62.8822901111 |
| 1999-07-01 | 62.5930394337 |
| 1999-08-01 | 62.5163181055 |
| 1999-09-01 | 62.4413162201 |
| 1999-10-01 | 62.7262387916 |
| 1999-11-01 | 63.1972526650 |
| 1999-12-01 | 63.5714837348 |
| 2000-01-01 | 62.8907791389 |
| 2000-02-01 | 63.0168457152 |
| 2000-03-01 | 62.5858322457 |
| 2000-04-01 | 63.2091932083 |
| 2000-05-01 | 63.0610525970 |
| 2000-06-01 | 62.9445247849 |
| 2000-07-01 | 63.4136855292 |
| 2000-08-01 | 63.3580548077 |
| 2000-09-01 | 63.7652474498 |
| 2000-10-01 | 61.7776870059 |
| 2000-11-01 | 62.0372810687 |
| 2000-12-01 | 62.2985219512 |
| 2001-01-01 | 63.4396662614 |
| 2001-02-01 | 63.5151907608 |
| 2001-03-01 | 63.8287866021 |
| 2001-04-01 | 64.0823286697 |
| 2001-05-01 | 64.0994180615 |
| 2001-06-01 | 63.9182682291 |
| 2001-07-01 | 61.8901925908 |
| 2001-08-01 | 61.7254076339 |
| 2001-09-01 | 61.1510093818 |
| 2001-10-01 | 60.7306475302 |
| 2001-11-01 | 60.3976188883 |
| 2001-12-01 | 59.9896395246 |
| 2002-01-01 | 59.6378441573 |
| 2002-02-01 | 59.6307289830 |
| 2002-03-01 | 59.8667097491 |
| 2002-04-01 | 59.5313096011 |
| 2002-05-01 | 59.7718361240 |
| 2002-06-01 | 59.8226811141 |
| 2002-07-01 | 59.7874089579 |
| 2002-08-01 | 59.8909500132 |
| 2002-09-01 | 60.2211857374 |
| 2002-10-01 | 60.6867787763 |
| 2002-11-01 | 60.7631566082 |
| 2002-12-01 | 60.7502684676 |
| 2003-01-01 | 61.0146682226 |
| 2003-02-01 | 61.3528463660 |
| 2003-03-01 | 61.2820562311 |
| 2003-04-01 | 61.3845444679 |
| 2003-05-01 | 61.5893069703 |
| 2003-06-01 | 61.9658623746 |
| 2003-07-01 | 61.8630655854 |
| 2003-08-01 | 62.4917766766 |
| 2003-09-01 | 62.4885932134 |
| 2003-10-01 | 62.6938957443 |
| 2003-11-01 | 63.0030212810 |
| 2003-12-01 | 63.8856350956 |
| 2004-01-01 | 63.6693948647 |
| 2004-02-01 | 64.1187740619 |
| 2004-03-01 | 63.6067384657 |
| 2004-04-01 | 63.2500074447 |
| 2004-05-01 | 64.3292141852 |
| 2004-06-01 | 64.5284541627 |
| 2004-07-01 | 64.2152733087 |
| 2004-08-01 | 64.3090481777 |
| 2004-09-01 | 64.4666539992 |
| 2004-10-01 | 64.1659516136 |
| 2004-11-01 | 64.5082839738 |
| 2004-12-01 | 64.7905256095 |
| 2005-01-01 | 64.7582227982 |
| 2005-02-01 | 64.4790256807 |
| 2005-03-01 | 64.7555500980 |
| 2005-04-01 | 64.6352055885 |
| 2005-05-01 | 64.2519463775 |
| 2005-06-01 | 64.0999309693 |
| 2005-07-01 | 64.5728620934 |
| 2005-08-01 | 64.4489435315 |
| 2005-09-01 | 64.5592524009 |
| 2005-10-01 | 64.3146509251 |
| 2005-11-01 | 64.0655930978 |
| 2005-12-01 | 64.3784162012 |
| 2006-01-01 | 64.5491910689 |
| 2006-02-01 | 64.9493586223 |
| 2006-03-01 | 65.4152022214 |
| 2006-04-01 | 65.6616501792 |
| 2006-05-01 | 65.5507233810 |
| 2006-06-01 | 65.7756405613 |
| 2006-07-01 | 66.6361575117 |
| 2006-08-01 | 66.2901069499 |
| 2006-09-01 | 66.2492666800 |
| 2006-10-01 | 67.5485146136 |
| 2006-11-01 | 66.9127411290 |
| 2006-12-01 | 66.5587953700 |
| 2007-01-01 | 67.1833623517 |
| 2007-02-01 | 66.6944877699 |
| 2007-03-01 | 67.0742266432 |
| 2007-04-01 | 68.1240546348 |
| 2007-05-01 | 67.8129530667 |
| 2007-06-01 | 68.2336150685 |
| 2007-07-01 | 68.6246079220 |
| 2007-08-01 | 68.5150221974 |
| 2007-09-01 | 68.9691917742 |
| 2007-10-01 | 69.1893503435 |
| 2007-11-01 | 69.1391600257 |
| 2007-12-01 | 69.3395095368 |
| 2008-01-01 | 69.3034565732 |
| 2008-02-01 | 70.0280269958 |
| 2008-03-01 | 70.1578482099 |
| 2008-04-01 | 70.0026825020 |
| 2008-05-01 | 70.1586540889 |
| 2008-06-01 | 70.0894457239 |
| 2008-07-01 | 69.6217287260 |
| 2008-08-01 | 69.8127210130 |
| 2008-09-01 | 69.4760232875 |
| 2008-10-01 | 69.4572662583 |
| 2008-11-01 | 69.7850930336 |
| 2008-12-01 | 69.3231711884 |
| 2009-01-01 | 68.4400083484 |
| 2009-02-01 | 67.6434104406 |
| 2009-03-01 | 66.9363036064 |
| 2009-04-01 | 66.2646954258 |
| 2009-05-01 | 66.0951263221 |
| 2009-06-01 | 65.7519596363 |
| 2009-07-01 | 64.8295589951 |
| 2009-08-01 | 64.8738746047 |
| 2009-09-01 | 65.1002060230 |
| 2009-10-01 | 64.8586237302 |
| 2009-11-01 | 64.7486001256 |
| 2009-12-01 | 64.6952471774 |
| 2010-01-01 | 64.8492915574 |
| 2010-02-01 | 65.0825212345 |
| 2010-03-01 | 65.1824516166 |
| 2010-04-01 | 65.5091359132 |
| 2010-05-01 | 65.6488288458 |
| 2010-06-01 | 65.7491239807 |
| 2010-07-01 | 66.1086799842 |
| 2010-08-01 | 65.9440133981 |
| 2010-09-01 | 65.7074143063 |
| 2010-10-01 | 65.6565566141 |
| 2010-11-01 | 65.7471736114 |
| 2010-12-01 | 65.9908914395 |
| 2011-01-01 | 66.1491411367 |
| 2011-02-01 | 66.3210975508 |
| 2011-03-01 | 66.2821787912 |
| 2011-04-01 | 66.4241077319 |
| 2011-05-01 | 66.4182738093 |
| 2011-06-01 | 66.4871725183 |
| 2011-07-01 | 66.6796597734 |
| 2011-08-01 | 66.9142789422 |
| 2011-09-01 | 67.4418927304 |
| 2011-10-01 | 66.9421145317 |
| 2011-11-01 | 67.2494020123 |
| 2011-12-01 | 67.0881084705 |
| 2012-01-01 | 67.1137870657 |
| 2012-02-01 | 67.2595087713 |
| 2012-03-01 | 67.5483668569 |
| 2012-04-01 | 68.0467223670 |
| 2012-05-01 | 68.2056900801 |
| 2012-06-01 | 68.8469193963 |
| 2012-07-01 | 68.8664737246 |
| 2012-08-01 | 69.1146633483 |
| 2012-09-01 | 69.2574129637 |
| 2012-10-01 | 69.6235905367 |
| 2012-11-01 | 69.6541438242 |
| 2012-12-01 | 69.8656238676 |
| 2013-01-01 | 70.0732152440 |
| 2013-02-01 | 70.2689162401 |
| 2013-03-01 | 70.5064834459 |
| 2013-04-01 | 70.5665220173 |
| 2013-05-01 | 70.8049154548 |
| 2013-06-01 | 71.4233330451 |
| 2013-07-01 | 71.0801441817 |
| 2013-08-01 | 71.0429514101 |
| 2013-09-01 | 71.1605961116 |
| 2013-10-01 | 71.6101867146 |
| 2013-11-01 | 71.5510505374 |
| 2013-12-01 | 71.7058497694 |
| 2014-01-01 | 72.0264351506 |
| 2014-02-01 | 72.0458985501 |
| 2014-03-01 | 72.2749579760 |
| 2014-04-01 | 72.3150257998 |
| 2014-05-01 | 72.6204245964 |
| 2014-06-01 | 72.4906024711 |
| 2014-07-01 | 72.7907268544 |
| 2014-08-01 | 73.0967972911 |
| 2014-09-01 | 73.2367831661 |
| 2014-10-01 | 73.5048151213 |
| 2014-11-01 | 73.5609272281 |
| 2014-12-01 | 73.5354481342 |
| 2015-01-01 | 73.5958584341 |
| 2015-02-01 | 73.5933834914 |
| 2015-03-01 | 74.0773969874 |
| 2015-04-01 | 73.9376868566 |
| 2015-05-01 | 74.1488158588 |
| 2015-06-01 | 74.3259004576 |
| 2015-07-01 | 74.3930432300 |
| 2015-08-01 | 74.8562360786 |
| 2015-09-01 | 74.9125405651 |
| 2015-10-01 | 75.0083933286 |
| 2015-11-01 | 75.2632828229 |
| 2015-12-01 | 75.6897062333 |
| 2016-01-01 | 75.9078287813 |
| 2016-02-01 | 76.5259445786 |
| 2016-03-01 | 75.7851874908 |
| 2016-04-01 | 76.0472010897 |
| 2016-05-01 | 75.8836124130 |
| 2016-06-01 | 75.6096573627 |
| 2016-07-01 | 75.7898182442 |
| 2016-08-01 | 75.4907519293 |
| 2016-09-01 | 76.0109137665 |
| 2016-10-01 | 75.7989587823 |
| 2016-11-01 | 76.0805745571 |
| 2016-12-01 | 76.0847648476 |
| 2017-01-01 | 76.5378010893 |
| 2017-02-01 | 76.2784797592 |
| 2017-03-01 | 76.2143202206 |
| 2017-04-01 | 76.0127344095 |
| 2017-05-01 | 76.2082964833 |
| 2017-06-01 | 76.9470418878 |
| 2017-07-01 | 77.6767972294 |
| 2017-08-01 | 78.4470714849 |
| 2017-09-01 | 78.0085199647 |
| 2017-10-01 | 78.1721506992 |
| 2017-11-01 | 78.1716711533 |
| 2017-12-01 | 78.7178899636 |
| 2018-01-01 | 78.5938585778 |
| 2018-02-01 | 78.8821148618 |
| 2018-03-01 | 78.8244659605 |
| 2018-04-01 | 78.9801186870 |
| 2018-05-01 | 78.8209965148 |
| 2018-06-01 | 79.0788266089 |
| 2018-07-01 | 78.3574507092 |
| 2018-08-01 | 78.6834608253 |
| 2018-09-01 | 78.6993633290 |
| 2018-10-01 | 78.7245719777 |
| 2018-11-01 | 78.9425459455 |
| 2018-12-01 | 78.7646602308 |
| 2019-01-01 | 78.8457345731 |
| 2019-02-01 | 79.2656472990 |
| 2019-03-01 | 79.2404260146 |
| 2019-04-01 | 79.3339499244 |
| 2019-05-01 | 79.5293412555 |
| 2019-06-01 | 79.7072360797 |
| 2019-07-01 | 79.7464239379 |
| 2019-08-01 | 80.1099815146 |
| 2019-09-01 | 79.7544668217 |
| 2019-10-01 | 80.4870173650 |
| 2019-11-01 | 80.2622949103 |
| 2019-12-01 | 80.7307284574 |
| 2020-01-01 | 81.4998221071 |
| 2020-02-01 | 81.8063331230 |
| 2020-03-01 | 79.7503341868 |
| 2020-04-01 | 42.0016150566 |
| 2020-05-01 | 35.6227461772 |
| 2020-06-01 | 37.8247125123 |
| 2020-07-01 | 36.1450551904 |
| 2020-08-01 | 36.0253448693 |
| 2020-09-01 | 36.7049098121 |
| 2020-10-01 | 41.2641401629 |
| 2020-11-01 | 41.9958645240 |
| 2020-12-01 | 38.1806716660 |
| 2021-01-01 | 32.7266798840 |
| 2021-02-01 | 36.5525652679 |
| 2021-03-01 | 37.6713179191 |
| 2021-04-01 | 42.5638342275 |
| 2021-05-01 | 45.6108335950 |
| 2021-06-01 | 48.9222580143 |
| 2021-07-01 | 54.2408370658 |
| 2021-08-01 | 56.1766701266 |
| 2021-09-01 | 57.4516471892 |
| 2021-10-01 | 58.9908330665 |
| 2021-11-01 | 59.6424612361 |
| 2021-12-01 | 60.9108993040 |
| 2022-01-01 | 60.2520360685 |
| 2022-02-01 | 61.5515910348 |
| 2022-03-01 | 62.1741109450 |
| 2022-04-01 | 63.7354774802 |
| 2022-05-01 | 64.6568459192 |
| 2022-06-01 | 65.8182427769 |
| 2022-07-01 | 68.0456579878 |
| 2022-08-01 | 68.5495400375 |
| 2022-09-01 | 69.2501355831 |
| 2022-10-01 | 69.7541132700 |
| 2022-11-01 | 70.3490089606 |
| 2022-12-01 | 70.5986129829 |
| 2023-01-01 | 71.3565730907 |
| 2023-02-01 | 71.6693694287 |
| 2023-03-01 | 72.1721269630 |
| 2023-04-01 | 72.8005193864 |
| 2023-05-01 | 73.2750069836 |
| 2023-06-01 | 73.8053959569 |
| 2023-07-01 | 73.6817010474 |
| 2023-08-01 | 73.5193474563 |
| 2023-09-01 | 73.9125947781 |
| 2023-10-01 | 74.1472602986 |
| 2023-11-01 | 74.3996861826 |
| 2023-12-01 | 74.6808847820 |
| 2024-01-01 | 74.7490685668 |
| 2024-02-01 | 74.9036448726 |
| 2024-03-01 | 74.9498005038 |
| 2024-04-01 | 74.7554987135 |
| 2024-05-01 | 74.4592115424 |
| 2024-06-01 | 74.8151829259 |
| 2024-07-01 | 74.7360524814 |
| 2024-08-01 | 74.0956886384 |
| 2024-09-01 | 74.8420799611 |
| 2024-10-01 | 74.7278739970 |
| 2024-11-01 | 74.6856111371 |
| 2024-12-01 | 74.5443960924 |
| 2025-01-01 | 74.0196261599 |
| 2025-02-01 | 74.5932670528 |
| 2025-03-01 | 74.7155285186 |
| 2025-04-01 | 75.3116146027 |
| 2025-05-01 | 75.0615193942 |
| 2025-06-01 | 74.6646877700 |
| 2025-07-01 | 74.1915980937 |
| 2025-08-01 | 74.4535647029 |
| 2025-09-01 | 74.6729351137 |
| 2025-10-01 | 74.8911928106 |
| 2025-11-01 | 75.1565450272 |
| 2025-12-01 | 75.8081158382 |
| 2026-01-01 | 75.9976938506 |
| 2026-02-01 | 76.1973399907 |
| 2026-03-01 | 75.9723587882 |
| 2026-04-01 | 76.0723692614 |
| 2026-05-01 | 76.3853839875 |
| 2026-06-01 | 76.2681788910 |
| 2026-07-01 | 76.1324724424 |
| 2026-08-01 | 76.4930866410 |
| 2026-09-01 | 76.2692989596 |