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 2026-08-01 |
| Last Updated | 2026-09-18 10:57 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 | 67.8544359877 |
| 1990-02-01 | 68.0329353238 |
| 1990-03-01 | 68.4978362963 |
| 1990-04-01 | 68.5960612309 |
| 1990-05-01 | 68.2286444965 |
| 1990-06-01 | 67.9794756887 |
| 1990-07-01 | 67.5192314978 |
| 1990-08-01 | 67.0439142022 |
| 1990-09-01 | 66.6079039543 |
| 1990-10-01 | 68.2024491088 |
| 1990-11-01 | 67.9245736281 |
| 1990-12-01 | 67.3565136631 |
| 1991-01-01 | 67.0390801745 |
| 1991-02-01 | 66.7677175745 |
| 1991-03-01 | 66.4867555960 |
| 1991-04-01 | 66.1711696460 |
| 1991-05-01 | 66.5324384369 |
| 1991-06-01 | 66.6221672644 |
| 1991-07-01 | 66.4792408794 |
| 1991-08-01 | 66.2786809078 |
| 1991-09-01 | 65.8102426193 |
| 1991-10-01 | 65.2738599109 |
| 1991-11-01 | 64.7367441482 |
| 1991-12-01 | 64.9574401505 |
| 1992-01-01 | 63.5002828756 |
| 1992-02-01 | 62.7717621053 |
| 1992-03-01 | 61.6682755553 |
| 1992-04-01 | 62.5436750656 |
| 1992-05-01 | 62.2491421779 |
| 1992-06-01 | 61.7909819653 |
| 1992-07-01 | 61.8784991951 |
| 1992-08-01 | 61.5205184046 |
| 1992-09-01 | 61.0295848616 |
| 1992-10-01 | 60.7070847518 |
| 1992-11-01 | 60.9498225219 |
| 1992-12-01 | 60.9759462900 |
| 1993-01-01 | 61.1274133306 |
| 1993-02-01 | 61.3662402187 |
| 1993-03-01 | 61.9245951111 |
| 1993-04-01 | 60.4973513120 |
| 1993-05-01 | 60.2948981721 |
| 1993-06-01 | 60.2981978830 |
| 1993-07-01 | 59.8029926968 |
| 1993-08-01 | 59.8693854548 |
| 1993-09-01 | 59.7533245096 |
| 1993-10-01 | 59.4006689624 |
| 1993-11-01 | 59.0437252145 |
| 1993-12-01 | 59.1655138081 |
| 1994-01-01 | 60.0665038259 |
| 1994-02-01 | 59.6837585444 |
| 1994-03-01 | 58.9830368416 |
| 1994-04-01 | 59.9768543141 |
| 1994-05-01 | 59.8609567998 |
| 1994-06-01 | 59.1710619312 |
| 1994-07-01 | 59.5319461085 |
| 1994-08-01 | 59.2939516624 |
| 1994-09-01 | 59.9706891688 |
| 1994-10-01 | 60.0668917763 |
| 1994-11-01 | 60.0443255713 |
| 1994-12-01 | 60.1700028564 |
| 1995-01-01 | 59.3178690052 |
| 1995-02-01 | 59.0476661579 |
| 1995-03-01 | 59.2442841935 |
| 1995-04-01 | 59.4738280449 |
| 1995-05-01 | 59.7326564546 |
| 1995-06-01 | 60.1395509261 |
| 1995-07-01 | 60.1957092761 |
| 1995-08-01 | 60.2983536075 |
| 1995-09-01 | 60.4785882002 |
| 1995-10-01 | 61.1257409467 |
| 1995-11-01 | 61.5262685930 |
| 1995-12-01 | 61.6376390868 |
| 1996-01-01 | 62.5289035064 |
| 1996-02-01 | 62.7057600036 |
| 1996-03-01 | 62.4360029655 |
| 1996-04-01 | 61.9316395030 |
| 1996-05-01 | 61.3742385357 |
| 1996-06-01 | 61.6183090342 |
| 1996-07-01 | 61.5747388196 |
| 1996-08-01 | 61.9558672820 |
| 1996-09-01 | 62.1051580698 |
| 1996-10-01 | 62.1260480696 |
| 1996-11-01 | 61.9119641474 |
| 1996-12-01 | 62.1403558634 |
| 1997-01-01 | 61.5754750344 |
| 1997-02-01 | 61.4906606855 |
| 1997-03-01 | 61.6580904631 |
| 1997-04-01 | 62.0890084257 |
| 1997-05-01 | 61.9821980150 |
| 1997-06-01 | 63.3781420583 |
| 1997-07-01 | 61.4659486037 |
| 1997-08-01 | 61.4793638925 |
| 1997-09-01 | 61.3187430812 |
| 1997-10-01 | 61.1828760951 |
| 1997-11-01 | 60.3211993129 |
| 1997-12-01 | 61.3639761894 |
| 1998-01-01 | 62.4763409798 |
| 1998-02-01 | 62.7981099831 |
| 1998-03-01 | 62.8082254042 |
| 1998-04-01 | 62.6199147600 |
| 1998-05-01 | 62.8317649378 |
| 1998-06-01 | 62.4797258388 |
| 1998-07-01 | 63.7285876311 |
| 1998-08-01 | 63.7832356077 |
| 1998-09-01 | 63.8368550037 |
| 1998-10-01 | 64.4018052849 |
| 1998-11-01 | 63.5534179236 |
| 1998-12-01 | 63.6603946629 |
| 1999-01-01 | 62.3853402653 |
| 1999-02-01 | 62.5590821146 |
| 1999-03-01 | 62.7494596239 |
| 1999-04-01 | 62.4233497085 |
| 1999-05-01 | 62.7522408245 |
| 1999-06-01 | 62.8835359061 |
| 1999-07-01 | 62.5931889264 |
| 1999-08-01 | 62.5163931348 |
| 1999-09-01 | 62.4413091291 |
| 1999-10-01 | 62.7278198583 |
| 1999-11-01 | 63.1973741553 |
| 1999-12-01 | 63.5724064540 |
| 2000-01-01 | 62.8877189863 |
| 2000-02-01 | 63.0157027766 |
| 2000-03-01 | 62.5857558443 |
| 2000-04-01 | 63.2095066909 |
| 2000-05-01 | 63.0614130735 |
| 2000-06-01 | 62.9454660442 |
| 2000-07-01 | 63.4137684433 |
| 2000-08-01 | 63.3580765351 |
| 2000-09-01 | 63.7652107490 |
| 2000-10-01 | 61.7787101430 |
| 2000-11-01 | 62.0372976113 |
| 2000-12-01 | 62.2992811867 |
| 2001-01-01 | 63.4373814701 |
| 2001-02-01 | 63.5145936144 |
| 2001-03-01 | 63.8285978239 |
| 2001-04-01 | 64.0826340572 |
| 2001-05-01 | 64.0998007272 |
| 2001-06-01 | 63.9188657812 |
| 2001-07-01 | 61.8902510504 |
| 2001-08-01 | 61.7253971322 |
| 2001-09-01 | 61.1509500103 |
| 2001-10-01 | 60.7311673123 |
| 2001-11-01 | 60.3976179331 |
| 2001-12-01 | 59.9900745578 |
| 2002-01-01 | 59.6363761115 |
| 2002-02-01 | 59.6306708013 |
| 2002-03-01 | 59.8664766508 |
| 2002-04-01 | 59.5315098479 |
| 2002-05-01 | 59.7721482471 |
| 2002-06-01 | 59.8230430251 |
| 2002-07-01 | 59.7873911236 |
| 2002-08-01 | 59.8909403202 |
| 2002-09-01 | 60.2211835797 |
| 2002-10-01 | 60.6868390548 |
| 2002-11-01 | 60.7632162445 |
| 2002-12-01 | 60.7505397944 |
| 2003-01-01 | 61.0138620128 |
| 2003-02-01 | 61.3528420590 |
| 2003-03-01 | 61.2819638818 |
| 2003-04-01 | 61.3846856743 |
| 2003-05-01 | 61.5894841986 |
| 2003-06-01 | 61.9660899307 |
| 2003-07-01 | 61.8630203583 |
| 2003-08-01 | 62.4917436912 |
| 2003-09-01 | 62.4885639010 |
| 2003-10-01 | 62.6939130873 |
| 2003-11-01 | 63.0030643291 |
| 2003-12-01 | 63.8856904624 |
| 2004-01-01 | 63.6690345795 |
| 2004-02-01 | 64.1187843037 |
| 2004-03-01 | 63.6067474900 |
| 2004-04-01 | 63.2500811801 |
| 2004-05-01 | 64.3293048342 |
| 2004-06-01 | 64.5285842105 |
| 2004-07-01 | 64.2152242180 |
| 2004-08-01 | 64.3090185379 |
| 2004-09-01 | 64.4666361604 |
| 2004-10-01 | 64.1659460454 |
| 2004-11-01 | 64.5082736038 |
| 2004-12-01 | 64.7905072707 |
| 2005-01-01 | 64.7581982562 |
| 2005-02-01 | 64.4789807825 |
| 2005-03-01 | 64.7555422802 |
| 2005-04-01 | 64.6352512190 |
| 2005-05-01 | 64.2519871527 |
| 2005-06-01 | 64.0999812742 |
| 2005-07-01 | 64.5728388441 |
| 2005-08-01 | 64.4489349228 |
| 2005-09-01 | 64.5592390750 |
| 2005-10-01 | 64.3146440297 |
| 2005-11-01 | 64.0655871868 |
| 2005-12-01 | 64.3784131053 |
| 2006-01-01 | 64.5491858409 |
| 2006-02-01 | 64.9493372469 |
| 2006-03-01 | 65.4152064170 |
| 2006-04-01 | 65.6616680831 |
| 2006-05-01 | 65.5507347821 |
| 2006-06-01 | 65.7756647676 |
| 2006-07-01 | 66.6361396096 |
| 2006-08-01 | 66.2901028510 |
| 2006-09-01 | 66.2492604995 |
| 2006-10-01 | 67.5485123610 |
| 2006-11-01 | 66.9127399995 |
| 2006-12-01 | 66.5587995810 |
| 2007-01-01 | 67.1833641492 |
| 2007-02-01 | 66.6944793379 |
| 2007-03-01 | 67.0742275075 |
| 2007-04-01 | 68.1240592038 |
| 2007-05-01 | 67.8129535023 |
| 2007-06-01 | 68.2336239450 |
| 2007-07-01 | 68.6245995209 |
| 2007-08-01 | 68.5150212918 |
| 2007-09-01 | 68.9691907849 |
| 2007-10-01 | 69.1893509144 |
| 2007-11-01 | 69.1391598385 |
| 2007-12-01 | 69.3395127495 |
| 2008-01-01 | 69.3034556382 |
| 2008-02-01 | 70.0280254810 |
| 2008-03-01 | 70.1578476941 |
| 2008-04-01 | 70.0026836025 |
| 2008-05-01 | 70.1586556927 |
| 2008-06-01 | 70.0894473524 |
| 2008-07-01 | 69.6217239328 |
| 2008-08-01 | 69.8127212467 |
| 2008-09-01 | 69.4760232294 |
| 2008-10-01 | 69.4572660111 |
| 2008-11-01 | 69.7850932332 |
| 2008-12-01 | 69.3231739332 |
| 2009-01-01 | 68.4400081118 |
| 2009-02-01 | 67.6434099553 |
| 2009-03-01 | 66.9363035025 |
| 2009-04-01 | 66.2646957932 |
| 2009-05-01 | 66.0951265690 |
| 2009-06-01 | 65.7519597955 |
| 2009-07-01 | 64.8295558427 |
| 2009-08-01 | 64.8738747462 |
| 2009-09-01 | 65.1002063743 |
| 2009-10-01 | 64.8586239659 |
| 2009-11-01 | 64.7486005147 |
| 2009-12-01 | 64.6952490382 |
| 2010-01-01 | 64.8492916363 |
| 2010-02-01 | 65.0825212324 |
| 2010-03-01 | 65.1824517475 |
| 2010-04-01 | 65.5091357925 |
| 2010-05-01 | 65.6488280940 |
| 2010-06-01 | 65.7491232252 |
| 2010-07-01 | 66.1086783825 |
| 2010-08-01 | 65.9440128700 |
| 2010-09-01 | 65.7074143720 |
| 2010-10-01 | 65.6565594460 |
| 2010-11-01 | 65.7471737810 |
| 2010-12-01 | 65.9908918972 |
| 2011-01-01 | 66.1491412766 |
| 2011-02-01 | 66.3210976627 |
| 2011-03-01 | 66.2821788131 |
| 2011-04-01 | 66.4241075948 |
| 2011-05-01 | 66.4182734563 |
| 2011-06-01 | 66.4871694868 |
| 2011-07-01 | 66.6796588050 |
| 2011-08-01 | 66.9142790179 |
| 2011-09-01 | 67.4418935349 |
| 2011-10-01 | 66.9421204950 |
| 2011-11-01 | 67.2494017561 |
| 2011-12-01 | 67.0881071351 |
| 2012-01-01 | 67.1137847806 |
| 2012-02-01 | 67.2595070351 |
| 2012-03-01 | 67.5483667314 |
| 2012-04-01 | 68.0467238911 |
| 2012-05-01 | 68.2056919272 |
| 2012-06-01 | 68.8469151589 |
| 2012-07-01 | 68.8664737188 |
| 2012-08-01 | 69.1146641690 |
| 2012-09-01 | 69.2574158665 |
| 2012-10-01 | 69.6236014221 |
| 2012-11-01 | 69.6541437634 |
| 2012-12-01 | 69.8656190957 |
| 2013-01-01 | 70.0732064789 |
| 2013-02-01 | 70.2689037729 |
| 2013-03-01 | 70.5064809141 |
| 2013-04-01 | 70.5665253477 |
| 2013-05-01 | 70.8049237190 |
| 2013-06-01 | 71.4233350836 |
| 2013-07-01 | 71.0801563178 |
| 2013-08-01 | 71.0429469211 |
| 2013-09-01 | 71.1606065046 |
| 2013-10-01 | 71.6102021600 |
| 2013-11-01 | 71.5510526745 |
| 2013-12-01 | 71.7058467375 |
| 2014-01-01 | 72.0263850595 |
| 2014-02-01 | 72.0458765067 |
| 2014-03-01 | 72.2749417725 |
| 2014-04-01 | 72.3150278573 |
| 2014-05-01 | 72.6204675865 |
| 2014-06-01 | 72.4906133040 |
| 2014-07-01 | 72.7907579985 |
| 2014-08-01 | 73.0968079545 |
| 2014-09-01 | 73.2368034417 |
| 2014-10-01 | 73.5048297395 |
| 2014-11-01 | 73.5609226814 |
| 2014-12-01 | 73.5354362689 |
| 2015-01-01 | 73.5957451543 |
| 2015-02-01 | 73.5933278003 |
| 2015-03-01 | 74.0773625104 |
| 2015-04-01 | 73.9376941201 |
| 2015-05-01 | 74.1488948673 |
| 2015-06-01 | 74.3259049664 |
| 2015-07-01 | 74.3932719735 |
| 2015-08-01 | 74.8562304901 |
| 2015-09-01 | 74.9125424058 |
| 2015-10-01 | 75.0083780568 |
| 2015-11-01 | 75.2632395156 |
| 2015-12-01 | 75.6896444064 |
| 2016-01-01 | 75.9076183305 |
| 2016-02-01 | 76.5258379930 |
| 2016-03-01 | 75.7851216887 |
| 2016-04-01 | 76.0472218908 |
| 2016-05-01 | 75.8837730376 |
| 2016-06-01 | 75.6097428453 |
| 2016-07-01 | 75.7903395635 |
| 2016-08-01 | 75.4908119999 |
| 2016-09-01 | 76.0108865463 |
| 2016-10-01 | 75.7988318979 |
| 2016-11-01 | 76.0803280576 |
| 2016-12-01 | 76.0844910592 |
| 2017-01-01 | 76.5374458035 |
| 2017-02-01 | 76.2782749048 |
| 2017-03-01 | 76.2143064547 |
| 2017-04-01 | 76.0129165315 |
| 2017-05-01 | 76.2087649175 |
| 2017-06-01 | 76.9472531705 |
| 2017-07-01 | 77.6777164409 |
| 2017-08-01 | 78.4472981274 |
| 2017-09-01 | 78.0083317932 |
| 2017-10-01 | 78.1717619111 |
| 2017-11-01 | 78.1708239206 |
| 2017-12-01 | 78.7171379592 |
| 2018-01-01 | 78.5933705110 |
| 2018-02-01 | 78.8821080363 |
| 2018-03-01 | 78.8246258471 |
| 2018-04-01 | 78.9806320526 |
| 2018-05-01 | 78.8219483495 |
| 2018-06-01 | 79.0792001508 |
| 2018-07-01 | 78.3587763337 |
| 2018-08-01 | 78.6840088108 |
| 2018-09-01 | 78.6988668922 |
| 2018-10-01 | 78.7235858305 |
| 2018-11-01 | 78.9411234518 |
| 2018-12-01 | 78.7632098167 |
| 2019-01-01 | 78.8443745613 |
| 2019-02-01 | 79.2649153058 |
| 2019-03-01 | 79.2443730232 |
| 2019-04-01 | 79.3335946878 |
| 2019-05-01 | 79.5297777287 |
| 2019-06-01 | 79.7086817228 |
| 2019-07-01 | 79.7489649757 |
| 2019-08-01 | 80.1090232032 |
| 2019-09-01 | 79.7538404577 |
| 2019-10-01 | 80.4857394758 |
| 2019-11-01 | 80.2603882180 |
| 2019-12-01 | 80.7286194008 |
| 2020-01-01 | 81.4977872095 |
| 2020-02-01 | 81.8050144126 |
| 2020-03-01 | 79.7578297724 |
| 2020-04-01 | 41.9999866218 |
| 2020-05-01 | 35.6223101024 |
| 2020-06-01 | 37.8274062085 |
| 2020-07-01 | 36.1489898202 |
| 2020-08-01 | 36.0232831552 |
| 2020-09-01 | 36.7045329683 |
| 2020-10-01 | 41.2626903285 |
| 2020-11-01 | 41.9936927340 |
| 2020-12-01 | 38.1779084950 |
| 2021-01-01 | 32.7235808974 |
| 2021-02-01 | 36.5497361015 |
| 2021-03-01 | 37.6812919351 |
| 2021-04-01 | 42.5601888101 |
| 2021-05-01 | 45.6097029225 |
| 2021-06-01 | 48.9273520883 |
| 2021-07-01 | 54.2472721999 |
| 2021-08-01 | 56.1768377253 |
| 2021-09-01 | 57.4511978148 |
| 2021-10-01 | 58.9882611252 |
| 2021-11-01 | 59.6389384781 |
| 2021-12-01 | 60.9070405658 |
| 2022-01-01 | 60.2472821399 |
| 2022-02-01 | 61.5463376672 |
| 2022-03-01 | 62.1825883001 |
| 2022-04-01 | 63.7310569279 |
| 2022-05-01 | 64.6516769602 |
| 2022-06-01 | 65.8258816034 |
| 2022-07-01 | 68.0691211114 |
| 2022-08-01 | 68.5523758266 |
| 2022-09-01 | 69.2477445474 |
| 2022-10-01 | 69.7483315324 |
| 2022-11-01 | 70.3422463012 |
| 2022-12-01 | 70.5912652727 |
| 2023-01-01 | 71.3478153192 |
| 2023-02-01 | 71.6589413906 |
| 2023-03-01 | 72.1767395422 |
| 2023-04-01 | 72.7945240435 |
| 2023-05-01 | 73.2669005044 |
| 2023-06-01 | 73.8199434732 |
| 2023-07-01 | 73.7319113504 |
| 2023-08-01 | 73.5352985745 |
| 2023-09-01 | 73.8992185325 |
| 2023-10-01 | 74.1332957406 |
| 2023-11-01 | 74.3866448753 |
| 2023-12-01 | 74.6679608950 |
| 2024-01-01 | 74.7349939448 |
| 2024-02-01 | 74.8876633897 |
| 2024-03-01 | 74.9467829535 |
| 2024-04-01 | 74.7502539055 |
| 2024-05-01 | 74.4524831749 |
| 2024-06-01 | 74.8407276775 |
| 2024-07-01 | 74.8185453942 |
| 2024-08-01 | 74.1314198516 |
| 2024-09-01 | 74.7981809985 |
| 2024-10-01 | 74.7052628467 |
| 2024-11-01 | 74.6664526713 |
| 2024-12-01 | 74.5261066593 |
| 2025-01-01 | 74.0010010316 |
| 2025-02-01 | 74.5731048221 |
| 2025-03-01 | 74.7051419021 |
| 2025-04-01 | 75.3074819222 |
| 2025-05-01 | 75.0611770081 |
| 2025-06-01 | 74.7034685944 |
| 2025-07-01 | 74.2994221341 |
| 2025-08-01 | 74.5155581051 |
| 2025-09-01 | 74.5881625311 |
| 2025-10-01 | 74.8600111325 |
| 2025-11-01 | 75.1320647845 |
| 2025-12-01 | 75.7861022597 |
| 2026-01-01 | 75.9761020035 |
| 2026-02-01 | 76.1753078339 |
| 2026-03-01 | 75.9576652656 |
| 2026-04-01 | 76.0714778620 |
| 2026-05-01 | 76.3909339109 |
| 2026-06-01 | 76.3181982772 |
| 2026-07-01 | 76.2634042805 |
| 2026-08-01 | 76.6727042321 |