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 2026-02-01 |
| Last Updated | 2026-04-23 12:56 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 | 67.8544371783355 |
| 1990-02-01 | 68.0329369606581 |
| 1990-03-01 | 68.4978383835833 |
| 1990-04-01 | 68.5960626796300 |
| 1990-05-01 | 68.2286433530887 |
| 1990-06-01 | 67.9794734886878 |
| 1990-07-01 | 67.5192292677922 |
| 1990-08-01 | 67.0439128031309 |
| 1990-09-01 | 66.6079037725362 |
| 1990-10-01 | 68.2024497155506 |
| 1990-11-01 | 67.9245716206764 |
| 1990-12-01 | 67.3565153144917 |
| 1991-01-01 | 67.0390819387111 |
| 1991-02-01 | 66.7677191618952 |
| 1991-03-01 | 66.4867582639571 |
| 1991-04-01 | 66.1711719673837 |
| 1991-05-01 | 66.5324392141995 |
| 1991-06-01 | 66.6221594083939 |
| 1991-07-01 | 66.4792405616022 |
| 1991-08-01 | 66.2786784472885 |
| 1991-09-01 | 65.8102427940138 |
| 1991-10-01 | 65.2738603140379 |
| 1991-11-01 | 64.7367420351068 |
| 1991-12-01 | 64.9574437059504 |
| 1992-01-01 | 63.5002846830783 |
| 1992-02-01 | 62.7717637088641 |
| 1992-03-01 | 61.6682792201261 |
| 1992-04-01 | 62.5436785065655 |
| 1992-05-01 | 62.2491445145853 |
| 1992-06-01 | 61.7909677087384 |
| 1992-07-01 | 61.8785000933669 |
| 1992-08-01 | 61.5205144618310 |
| 1992-09-01 | 61.0295854151534 |
| 1992-10-01 | 60.7070852641208 |
| 1992-11-01 | 60.9498209126438 |
| 1992-12-01 | 60.9759515086678 |
| 1993-01-01 | 61.1274153793116 |
| 1993-02-01 | 61.3662418960488 |
| 1993-03-01 | 61.9245993251194 |
| 1993-04-01 | 60.4973536389146 |
| 1993-05-01 | 60.2949094028743 |
| 1993-06-01 | 60.2981745395711 |
| 1993-07-01 | 59.8029935610111 |
| 1993-08-01 | 59.8693798316663 |
| 1993-09-01 | 59.7533252587508 |
| 1993-10-01 | 59.4006683960420 |
| 1993-11-01 | 59.0437224796027 |
| 1993-12-01 | 59.1655205787124 |
| 1994-01-01 | 60.0665067115747 |
| 1994-02-01 | 59.6837611748158 |
| 1994-03-01 | 58.9830427314560 |
| 1994-04-01 | 59.9768588392253 |
| 1994-05-01 | 59.8609817280717 |
| 1994-06-01 | 59.1710174108942 |
| 1994-07-01 | 59.5319509423019 |
| 1994-08-01 | 59.2939472749950 |
| 1994-09-01 | 59.9706884254441 |
| 1994-10-01 | 60.0668895356907 |
| 1994-11-01 | 60.0443183760442 |
| 1994-12-01 | 60.1700128949439 |
| 1995-01-01 | 59.3178685983054 |
| 1995-02-01 | 59.0476725440800 |
| 1995-03-01 | 59.2442892327160 |
| 1995-04-01 | 59.4738352343130 |
| 1995-05-01 | 59.7327002806167 |
| 1995-06-01 | 60.1394788099619 |
| 1995-07-01 | 60.1957278684111 |
| 1995-08-01 | 60.2983628567343 |
| 1995-09-01 | 60.4785993262312 |
| 1995-10-01 | 61.1256955166698 |
| 1995-11-01 | 61.5262648520008 |
| 1995-12-01 | 61.6376554171647 |
| 1996-01-01 | 62.5288932266005 |
| 1996-02-01 | 62.7057679891153 |
| 1996-03-01 | 62.4360064567123 |
| 1996-04-01 | 61.9316503210493 |
| 1996-05-01 | 61.3742942741682 |
| 1996-06-01 | 61.6182252498761 |
| 1996-07-01 | 61.5747812887613 |
| 1996-08-01 | 61.9559024478064 |
| 1996-09-01 | 62.1051829916263 |
| 1996-10-01 | 62.1259481920559 |
| 1996-11-01 | 61.9119411501286 |
| 1996-12-01 | 62.1404031765729 |
| 1997-01-01 | 61.5754351359877 |
| 1997-02-01 | 61.4906598198495 |
| 1997-03-01 | 61.6580851994431 |
| 1997-04-01 | 62.0890171985410 |
| 1997-05-01 | 61.9822633920051 |
| 1997-06-01 | 63.3780711551061 |
| 1997-07-01 | 61.4660199988878 |
| 1997-08-01 | 61.4794503850061 |
| 1997-09-01 | 61.3188459600265 |
| 1997-10-01 | 61.1826548247045 |
| 1997-11-01 | 60.3211304225736 |
| 1997-12-01 | 61.3640400440810 |
| 1998-01-01 | 62.4762798490770 |
| 1998-02-01 | 62.7980904021477 |
| 1998-03-01 | 62.8082143431827 |
| 1998-04-01 | 62.6199280246802 |
| 1998-05-01 | 62.8318348385712 |
| 1998-06-01 | 62.4796905216645 |
| 1998-07-01 | 63.7286886042105 |
| 1998-08-01 | 63.7833711122724 |
| 1998-09-01 | 63.8370257390408 |
| 1998-10-01 | 64.4014992290901 |
| 1998-11-01 | 63.5532846240171 |
| 1998-12-01 | 63.6604609375375 |
| 1999-01-01 | 62.3852558023527 |
| 1999-02-01 | 62.5590420583914 |
| 1999-03-01 | 62.7494447330187 |
| 1999-04-01 | 62.4233668098481 |
| 1999-05-01 | 62.7523127319088 |
| 1999-06-01 | 62.8835472730791 |
| 1999-07-01 | 62.5933119389496 |
| 1999-08-01 | 62.5165691924411 |
| 1999-09-01 | 62.4415485655525 |
| 1999-10-01 | 62.7274385657333 |
| 1999-11-01 | 63.1971971947696 |
| 1999-12-01 | 63.5724398303863 |
| 2000-01-01 | 62.8876303137428 |
| 2000-02-01 | 63.0156484282425 |
| 2000-03-01 | 62.5857466317103 |
| 2000-04-01 | 63.2095315419083 |
| 2000-05-01 | 63.0614804823452 |
| 2000-06-01 | 62.9455260417478 |
| 2000-07-01 | 63.4138966766359 |
| 2000-08-01 | 63.3582528775692 |
| 2000-09-01 | 63.7654417399774 |
| 2000-10-01 | 61.7783623147998 |
| 2000-11-01 | 62.0370998123065 |
| 2000-12-01 | 62.2992842195383 |
| 2001-01-01 | 63.4372931376916 |
| 2001-02-01 | 63.5145297326706 |
| 2001-03-01 | 63.8285946988894 |
| 2001-04-01 | 64.0826616482162 |
| 2001-05-01 | 64.0998600254114 |
| 2001-06-01 | 63.9189581254078 |
| 2001-07-01 | 61.8903627585211 |
| 2001-08-01 | 61.7255529578601 |
| 2001-09-01 | 61.1511676417957 |
| 2001-10-01 | 60.7308676103944 |
| 2001-11-01 | 60.3974337215004 |
| 2001-12-01 | 59.9900314729109 |
| 2002-01-01 | 59.6363150655110 |
| 2002-02-01 | 59.6306102076998 |
| 2002-03-01 | 59.8664838749996 |
| 2002-04-01 | 59.5315438711672 |
| 2002-05-01 | 59.7721983449321 |
| 2002-06-01 | 59.8231382750904 |
| 2002-07-01 | 59.7874753478771 |
| 2002-08-01 | 59.8910453262408 |
| 2002-09-01 | 60.2213220350067 |
| 2002-10-01 | 60.6866571383531 |
| 2002-11-01 | 60.7630786738608 |
| 2002-12-01 | 60.7504717047094 |
| 2003-01-01 | 61.0138233330552 |
| 2003-02-01 | 61.3527949801118 |
| 2003-03-01 | 61.2819771835223 |
| 2003-04-01 | 61.3847188333014 |
| 2003-05-01 | 61.5895206668628 |
| 2003-06-01 | 61.9661671174821 |
| 2003-07-01 | 61.8630743502528 |
| 2003-08-01 | 62.4918014971134 |
| 2003-09-01 | 62.4886343272422 |
| 2003-10-01 | 62.6938136446568 |
| 2003-11-01 | 63.0029925474728 |
| 2003-12-01 | 63.8856158231416 |
| 2004-01-01 | 63.6690177771096 |
| 2004-02-01 | 64.1187557144544 |
| 2004-03-01 | 63.6067629961079 |
| 2004-04-01 | 63.2501091629552 |
| 2004-05-01 | 64.3293271551665 |
| 2004-06-01 | 64.5286377201498 |
| 2004-07-01 | 64.2152529878165 |
| 2004-08-01 | 64.3090350276230 |
| 2004-09-01 | 64.4666390355505 |
| 2004-10-01 | 64.1659226739684 |
| 2004-11-01 | 64.5082500292655 |
| 2004-12-01 | 64.7904599805681 |
| 2005-01-01 | 64.7581887160408 |
| 2005-02-01 | 64.4789619183769 |
| 2005-03-01 | 64.7555526620445 |
| 2005-04-01 | 64.6352691836978 |
| 2005-05-01 | 64.2519961472769 |
| 2005-06-01 | 64.1000151657733 |
| 2005-07-01 | 64.5728492786751 |
| 2005-08-01 | 64.4489380767578 |
| 2005-09-01 | 64.5592385788158 |
| 2005-10-01 | 64.3146301542087 |
| 2005-11-01 | 64.0655807894767 |
| 2005-12-01 | 64.3783878948717 |
| 2006-01-01 | 64.5491856264231 |
| 2006-02-01 | 64.9493258609239 |
| 2006-03-01 | 65.4152114158337 |
| 2006-04-01 | 65.6616790232913 |
| 2006-05-01 | 65.5507385273838 |
| 2006-06-01 | 65.7756842679570 |
| 2006-07-01 | 66.6361416171565 |
| 2006-08-01 | 66.2901020426076 |
| 2006-09-01 | 66.2492592951954 |
| 2006-10-01 | 67.5485048749772 |
| 2006-11-01 | 66.9127390432251 |
| 2006-12-01 | 66.5587867609782 |
| 2007-01-01 | 67.1833660614301 |
| 2007-02-01 | 66.6944732406180 |
| 2007-03-01 | 67.0742296682416 |
| 2007-04-01 | 68.1240645989426 |
| 2007-05-01 | 67.8129555423545 |
| 2007-06-01 | 68.2336344853944 |
| 2007-07-01 | 68.6245992207913 |
| 2007-08-01 | 68.5150217375928 |
| 2007-09-01 | 68.9691904351359 |
| 2007-10-01 | 69.1893467693260 |
| 2007-11-01 | 69.1391580565572 |
| 2007-12-01 | 69.3395060680329 |
| 2008-01-01 | 69.3034560185262 |
| 2008-02-01 | 70.0280243784447 |
| 2008-03-01 | 70.1578488954144 |
| 2008-04-01 | 70.0026861971291 |
| 2008-05-01 | 70.1586581498943 |
| 2008-06-01 | 70.0894497393573 |
| 2008-07-01 | 69.6217244495917 |
| 2008-08-01 | 69.8127215564014 |
| 2008-09-01 | 69.4760231026822 |
| 2008-10-01 | 69.4572648566714 |
| 2008-11-01 | 69.7850916981095 |
| 2008-12-01 | 69.3231695806537 |
| 2009-01-01 | 68.4400091282755 |
| 2009-02-01 | 67.6434100123956 |
| 2009-03-01 | 66.9363046641867 |
| 2009-04-01 | 66.2646972818059 |
| 2009-05-01 | 66.0951274650791 |
| 2009-06-01 | 65.7519600813785 |
| 2009-07-01 | 64.8295553591372 |
| 2009-08-01 | 64.8738746338942 |
| 2009-09-01 | 65.1002069374266 |
| 2009-10-01 | 64.8586233291350 |
| 2009-11-01 | 64.7485993179350 |
| 2009-12-01 | 64.6952469370774 |
| 2010-01-01 | 64.8492931082022 |
| 2010-02-01 | 65.0825226332288 |
| 2010-03-01 | 65.1824533257121 |
| 2010-04-01 | 65.5091364030564 |
| 2010-05-01 | 65.6488271075326 |
| 2010-06-01 | 65.7491220487732 |
| 2010-07-01 | 66.1086765863057 |
| 2010-08-01 | 65.9440124843356 |
| 2010-09-01 | 65.7074165901097 |
| 2010-10-01 | 65.6565572887394 |
| 2010-11-01 | 65.7471741274122 |
| 2010-12-01 | 65.9908931250788 |
| 2011-01-01 | 66.1491436361013 |
| 2011-02-01 | 66.3210991931941 |
| 2011-03-01 | 66.2821790960010 |
| 2011-04-01 | 66.4241063430912 |
| 2011-05-01 | 66.4182721320562 |
| 2011-06-01 | 66.4871518216462 |
| 2011-07-01 | 66.6796633133161 |
| 2011-08-01 | 66.9142883084443 |
| 2011-09-01 | 67.4419079948058 |
| 2011-10-01 | 66.9421247095544 |
| 2011-11-01 | 67.2494039482212 |
| 2011-12-01 | 67.0881006653793 |
| 2012-01-01 | 67.1137719884986 |
| 2012-02-01 | 67.2594941980188 |
| 2012-03-01 | 67.5483608670205 |
| 2012-04-01 | 68.0467253365427 |
| 2012-05-01 | 68.2056991079090 |
| 2012-06-01 | 68.8468898837737 |
| 2012-07-01 | 68.8664932993734 |
| 2012-08-01 | 69.1146921169348 |
| 2012-09-01 | 69.2574554035691 |
| 2012-10-01 | 69.6236204185601 |
| 2012-11-01 | 69.6541418961295 |
| 2012-12-01 | 69.8655867238712 |
| 2013-01-01 | 70.0731547446165 |
| 2013-02-01 | 70.2688395121394 |
| 2013-03-01 | 70.5064704221642 |
| 2013-04-01 | 70.5665517721868 |
| 2013-05-01 | 70.8049618758426 |
| 2013-06-01 | 71.4233028174288 |
| 2013-07-01 | 71.0801850349228 |
| 2013-08-01 | 71.0430453744856 |
| 2013-09-01 | 71.1606503882678 |
| 2013-10-01 | 71.6102422001416 |
| 2013-11-01 | 71.5510830653099 |
| 2013-12-01 | 71.7058531127912 |
| 2014-01-01 | 72.0260088839288 |
| 2014-02-01 | 72.0458407111073 |
| 2014-03-01 | 72.2749558053370 |
| 2014-04-01 | 72.3149930646700 |
| 2014-05-01 | 72.6207579050759 |
| 2014-06-01 | 72.4905454557640 |
| 2014-07-01 | 72.7907639018555 |
| 2014-08-01 | 73.0969230043681 |
| 2014-09-01 | 73.2368845893783 |
| 2014-10-01 | 73.5049246237861 |
| 2014-11-01 | 73.5610156738216 |
| 2014-12-01 | 73.5354894186923 |
| 2015-01-01 | 73.5950047889114 |
| 2015-02-01 | 73.5932336087502 |
| 2015-03-01 | 74.0773111436949 |
| 2015-04-01 | 73.9375874678307 |
| 2015-05-01 | 74.1495294977809 |
| 2015-06-01 | 74.3259456757903 |
| 2015-07-01 | 74.3931733676070 |
| 2015-08-01 | 74.8564241965660 |
| 2015-09-01 | 74.9126719686680 |
| 2015-10-01 | 75.0085292449016 |
| 2015-11-01 | 75.2633964346004 |
| 2015-12-01 | 75.6897224993956 |
| 2016-01-01 | 75.9063977830897 |
| 2016-02-01 | 76.5255176734931 |
| 2016-03-01 | 75.7848908621816 |
| 2016-04-01 | 76.0471277944051 |
| 2016-05-01 | 75.8850071286406 |
| 2016-06-01 | 75.6101894882828 |
| 2016-07-01 | 75.7902578094052 |
| 2016-08-01 | 75.4909336247266 |
| 2016-09-01 | 76.0108146183825 |
| 2016-10-01 | 75.7989921526496 |
| 2016-11-01 | 76.0805261358315 |
| 2016-12-01 | 76.0844614915319 |
| 2017-01-01 | 76.5359959221176 |
| 2017-02-01 | 76.2778555948119 |
| 2017-03-01 | 76.2131504685619 |
| 2017-04-01 | 76.0121826764174 |
| 2017-05-01 | 76.2113968567904 |
| 2017-06-01 | 76.9497299896819 |
| 2017-07-01 | 77.6778344949917 |
| 2017-08-01 | 78.4459966777004 |
| 2017-09-01 | 78.0079390810962 |
| 2017-10-01 | 78.1719608768187 |
| 2017-11-01 | 78.1708327735748 |
| 2017-12-01 | 78.7168421101333 |
| 2018-01-01 | 78.5917192785537 |
| 2018-02-01 | 78.8816957281796 |
| 2018-03-01 | 78.8222651083683 |
| 2018-04-01 | 78.9787316811309 |
| 2018-05-01 | 78.8277636338424 |
| 2018-06-01 | 79.0849807177314 |
| 2018-07-01 | 78.3580539749202 |
| 2018-08-01 | 78.6803727963298 |
| 2018-09-01 | 78.6978583395273 |
| 2018-10-01 | 78.7236085847038 |
| 2018-11-01 | 78.9407876831744 |
| 2018-12-01 | 78.7625540081630 |
| 2019-01-01 | 78.8434569696789 |
| 2019-02-01 | 79.2653415610608 |
| 2019-03-01 | 79.2387893465397 |
| 2019-04-01 | 79.3315228829893 |
| 2019-05-01 | 79.5392022382170 |
| 2019-06-01 | 79.7182011932718 |
| 2019-07-01 | 79.7468616585062 |
| 2019-08-01 | 80.1027735067781 |
| 2019-09-01 | 79.7522662834784 |
| 2019-10-01 | 80.4851376766254 |
| 2019-11-01 | 80.2593070695027 |
| 2019-12-01 | 80.7275119080847 |
| 2020-01-01 | 81.4975368022420 |
| 2020-02-01 | 81.8062084282683 |
| 2020-03-01 | 79.7505220141397 |
| 2020-04-01 | 41.9996910516989 |
| 2020-05-01 | 35.6352828711119 |
| 2020-06-01 | 37.8391775190037 |
| 2020-07-01 | 36.1446103595681 |
| 2020-08-01 | 36.0143912147804 |
| 2020-09-01 | 36.7011866200544 |
| 2020-10-01 | 41.2606054912167 |
| 2020-11-01 | 41.9917589265970 |
| 2020-12-01 | 38.1766626272582 |
| 2021-01-01 | 32.7242503494261 |
| 2021-02-01 | 36.5523048570490 |
| 2021-03-01 | 37.6745319990838 |
| 2021-04-01 | 42.5648521664014 |
| 2021-05-01 | 45.6263512952120 |
| 2021-06-01 | 48.9401286439145 |
| 2021-07-01 | 54.2394881465888 |
| 2021-08-01 | 56.1617395535638 |
| 2021-09-01 | 57.4447561458820 |
| 2021-10-01 | 58.9847785289262 |
| 2021-11-01 | 59.6348443204960 |
| 2021-12-01 | 60.9023640125073 |
| 2022-01-01 | 60.2564396492596 |
| 2022-02-01 | 61.5476322635818 |
| 2022-03-01 | 62.1759372409515 |
| 2022-04-01 | 63.7389840931428 |
| 2022-05-01 | 64.6992656670364 |
| 2022-06-01 | 65.8357402468249 |
| 2022-07-01 | 68.0342918006921 |
| 2022-08-01 | 68.5322851214106 |
| 2022-09-01 | 69.2360857248846 |
| 2022-10-01 | 69.7410720223826 |
| 2022-11-01 | 70.3352045362648 |
| 2022-12-01 | 70.5836904371277 |
| 2023-01-01 | 71.3691175258388 |
| 2023-02-01 | 71.6695833139124 |
| 2023-03-01 | 72.1631536163787 |
| 2023-04-01 | 72.8000524656828 |
| 2023-05-01 | 73.3680144922933 |
| 2023-06-01 | 73.8386219970350 |
| 2023-07-01 | 73.6442282042210 |
| 2023-08-01 | 73.5035446052561 |
| 2023-09-01 | 73.8793332448503 |
| 2023-10-01 | 74.1195557603707 |
| 2023-11-01 | 74.3750552028522 |
| 2023-12-01 | 74.6602391874010 |
| 2024-01-01 | 74.7720547978443 |
| 2024-02-01 | 74.9079778903322 |
| 2024-03-01 | 74.9359584810517 |
| 2024-04-01 | 74.7623139210581 |
| 2024-05-01 | 74.6182725492660 |
| 2024-06-01 | 74.8525666377270 |
| 2024-07-01 | 74.6666855498247 |
| 2024-08-01 | 74.0862628925609 |
| 2024-09-01 | 74.7688927928989 |
| 2024-10-01 | 74.6841654511877 |
| 2024-11-01 | 74.6517656969512 |
| 2024-12-01 | 74.5220630265786 |
| 2025-01-01 | 74.0494567116949 |
| 2025-02-01 | 74.6075791444269 |
| 2025-03-01 | 74.7033205537897 |
| 2025-04-01 | 75.3298478796985 |
| 2025-05-01 | 75.2803645809349 |
| 2025-06-01 | 74.7081263666171 |
| 2025-07-01 | 74.0899321532838 |
| 2025-08-01 | 74.4520350448049 |
| 2025-09-01 | 74.5503347602108 |
| 2025-10-01 | 74.8333723026944 |
| 2025-11-01 | 75.1142831673561 |
| 2025-12-01 | 75.7848907820665 |
| 2026-01-01 | 76.0360777875069 |
| 2026-02-01 | 76.2151773331285 |