Table Data - All Employees: Leisure and Hospitality: Accommodation in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Leisure and Hospitality: Accommodation in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310847072100001SA |
| 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 10:58 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 | 47.8469698254 |
| 1990-02-01 | 47.7074231466 |
| 1990-03-01 | 48.0182252646 |
| 1990-04-01 | 48.0695568883 |
| 1990-05-01 | 47.7806484514 |
| 1990-06-01 | 47.6956638211 |
| 1990-07-01 | 47.0637541127 |
| 1990-08-01 | 46.5828579323 |
| 1990-09-01 | 46.2020794684 |
| 1990-10-01 | 47.6177557961 |
| 1990-11-01 | 46.8344012129 |
| 1990-12-01 | 46.5053123836 |
| 1991-01-01 | 46.3411243565 |
| 1991-02-01 | 46.1674292101 |
| 1991-03-01 | 46.0078194243 |
| 1991-04-01 | 45.6590579977 |
| 1991-05-01 | 45.9720942331 |
| 1991-06-01 | 45.9326821867 |
| 1991-07-01 | 46.0052496917 |
| 1991-08-01 | 45.8122580948 |
| 1991-09-01 | 45.3978786143 |
| 1991-10-01 | 44.7857606544 |
| 1991-11-01 | 44.6414058250 |
| 1991-12-01 | 45.4841952490 |
| 1992-01-01 | 43.6379510516 |
| 1992-02-01 | 43.2150636586 |
| 1992-03-01 | 42.4897428111 |
| 1992-04-01 | 43.0490632598 |
| 1992-05-01 | 42.6647426933 |
| 1992-06-01 | 42.3014683117 |
| 1992-07-01 | 42.3827237698 |
| 1992-08-01 | 42.1478941299 |
| 1992-09-01 | 41.7116445684 |
| 1992-10-01 | 41.2056474428 |
| 1992-11-01 | 41.4431734235 |
| 1992-12-01 | 41.5564332326 |
| 1993-01-01 | 41.6154467585 |
| 1993-02-01 | 41.6584030558 |
| 1993-03-01 | 41.8582264951 |
| 1993-04-01 | 40.5314123138 |
| 1993-05-01 | 40.4771104668 |
| 1993-06-01 | 40.6065893188 |
| 1993-07-01 | 40.0921784652 |
| 1993-08-01 | 40.1995725137 |
| 1993-09-01 | 40.1391677715 |
| 1993-10-01 | 39.9689647528 |
| 1993-11-01 | 39.8241582545 |
| 1993-12-01 | 39.9896624956 |
| 1994-01-01 | 41.1909293756 |
| 1994-02-01 | 41.0208313112 |
| 1994-03-01 | 40.5283498111 |
| 1994-04-01 | 41.9409938380 |
| 1994-05-01 | 42.0093106607 |
| 1994-06-01 | 41.5820294328 |
| 1994-07-01 | 42.0375500309 |
| 1994-08-01 | 41.8502789858 |
| 1994-09-01 | 42.2578804279 |
| 1994-10-01 | 42.1053692634 |
| 1994-11-01 | 42.0904180773 |
| 1994-12-01 | 42.0388403161 |
| 1995-01-01 | 41.3495338884 |
| 1995-02-01 | 41.1102370974 |
| 1995-03-01 | 41.4018904664 |
| 1995-04-01 | 41.6682925770 |
| 1995-05-01 | 41.9476003591 |
| 1995-06-01 | 42.3617041878 |
| 1995-07-01 | 42.4567284706 |
| 1995-08-01 | 42.6937824254 |
| 1995-09-01 | 42.8551223228 |
| 1995-10-01 | 43.5449733156 |
| 1995-11-01 | 43.8274700020 |
| 1995-12-01 | 43.7560044696 |
| 1996-01-01 | 44.3513932165 |
| 1996-02-01 | 44.4695811208 |
| 1996-03-01 | 44.2099655892 |
| 1996-04-01 | 43.7268565334 |
| 1996-05-01 | 43.5717586180 |
| 1996-06-01 | 43.6627989896 |
| 1996-07-01 | 43.8197543582 |
| 1996-08-01 | 44.1010770200 |
| 1996-09-01 | 44.0572319477 |
| 1996-10-01 | 44.3342481511 |
| 1996-11-01 | 44.1643233183 |
| 1996-12-01 | 44.4067147697 |
| 1997-01-01 | 44.0852604591 |
| 1997-02-01 | 43.9388324683 |
| 1997-03-01 | 44.0431094695 |
| 1997-04-01 | 44.3781010088 |
| 1997-05-01 | 44.1978081027 |
| 1997-06-01 | 45.6256784748 |
| 1997-07-01 | 43.5143340046 |
| 1997-08-01 | 43.4498250274 |
| 1997-09-01 | 43.5540279179 |
| 1997-10-01 | 43.3680151907 |
| 1997-11-01 | 42.6456920156 |
| 1997-12-01 | 43.5709156342 |
| 1998-01-01 | 44.3671859352 |
| 1998-02-01 | 44.6367933050 |
| 1998-03-01 | 44.6085204171 |
| 1998-04-01 | 43.8080061441 |
| 1998-05-01 | 44.1825082120 |
| 1998-06-01 | 43.9936653132 |
| 1998-07-01 | 44.3909268589 |
| 1998-08-01 | 44.4813665502 |
| 1998-09-01 | 44.5491518100 |
| 1998-10-01 | 45.0567614240 |
| 1998-11-01 | 44.1627080408 |
| 1998-12-01 | 43.9072574317 |
| 1999-01-01 | 42.8429032525 |
| 1999-02-01 | 42.8964145023 |
| 1999-03-01 | 42.9631759426 |
| 1999-04-01 | 43.1276533118 |
| 1999-05-01 | 43.4539600409 |
| 1999-06-01 | 43.5646845571 |
| 1999-07-01 | 43.5439710693 |
| 1999-08-01 | 43.2247568072 |
| 1999-09-01 | 43.2473041282 |
| 1999-10-01 | 43.4516662699 |
| 1999-11-01 | 43.8814230932 |
| 1999-12-01 | 44.1631822330 |
| 2000-01-01 | 43.8091627204 |
| 2000-02-01 | 44.0581801062 |
| 2000-03-01 | 44.0098790929 |
| 2000-04-01 | 44.2380860931 |
| 2000-05-01 | 43.8091342294 |
| 2000-06-01 | 43.6132315037 |
| 2000-07-01 | 45.0162268628 |
| 2000-08-01 | 44.7065378079 |
| 2000-09-01 | 44.8752053534 |
| 2000-10-01 | 43.3672655928 |
| 2000-11-01 | 43.7933638050 |
| 2000-12-01 | 43.9359132445 |
| 2001-01-01 | 44.1018402425 |
| 2001-02-01 | 44.1639065047 |
| 2001-03-01 | 44.2283071265 |
| 2001-04-01 | 44.2448747066 |
| 2001-05-01 | 44.4048184919 |
| 2001-06-01 | 44.0168772570 |
| 2001-07-01 | 43.3145747104 |
| 2001-08-01 | 43.1219100489 |
| 2001-09-01 | 42.5904852635 |
| 2001-10-01 | 42.0711295937 |
| 2001-11-01 | 41.7087085540 |
| 2001-12-01 | 41.3029851470 |
| 2002-01-01 | 41.0250237530 |
| 2002-02-01 | 40.9709806436 |
| 2002-03-01 | 40.8283483366 |
| 2002-04-01 | 40.7316857199 |
| 2002-05-01 | 40.9098496160 |
| 2002-06-01 | 41.0736313366 |
| 2002-07-01 | 41.3365723625 |
| 2002-08-01 | 41.3622154847 |
| 2002-09-01 | 41.5885765971 |
| 2002-10-01 | 42.0870873911 |
| 2002-11-01 | 42.1226511434 |
| 2002-12-01 | 41.7533406113 |
| 2003-01-01 | 41.8187407721 |
| 2003-02-01 | 41.8630514625 |
| 2003-03-01 | 41.7166827554 |
| 2003-04-01 | 41.4047972256 |
| 2003-05-01 | 41.4425738412 |
| 2003-06-01 | 41.5028391779 |
| 2003-07-01 | 41.3348737187 |
| 2003-08-01 | 41.5104972169 |
| 2003-09-01 | 41.4643794234 |
| 2003-10-01 | 41.4742120365 |
| 2003-11-01 | 41.7107887696 |
| 2003-12-01 | 42.2167058376 |
| 2004-01-01 | 42.3230425230 |
| 2004-02-01 | 42.6912766219 |
| 2004-03-01 | 42.2332956220 |
| 2004-04-01 | 41.7532633524 |
| 2004-05-01 | 42.4702066511 |
| 2004-06-01 | 42.4422328740 |
| 2004-07-01 | 42.3032558619 |
| 2004-08-01 | 42.2416826465 |
| 2004-09-01 | 42.6243964627 |
| 2004-10-01 | 42.5573162013 |
| 2004-11-01 | 42.8173895334 |
| 2004-12-01 | 42.9673236466 |
| 2005-01-01 | 43.2804271650 |
| 2005-02-01 | 43.1295747969 |
| 2005-03-01 | 43.4884228786 |
| 2005-04-01 | 43.1826473543 |
| 2005-05-01 | 42.8716099742 |
| 2005-06-01 | 42.6649445637 |
| 2005-07-01 | 43.1602521666 |
| 2005-08-01 | 43.1440032117 |
| 2005-09-01 | 42.9820005260 |
| 2005-10-01 | 43.0361753857 |
| 2005-11-01 | 42.9262965287 |
| 2005-12-01 | 43.1429450658 |
| 2006-01-01 | 42.8802261638 |
| 2006-02-01 | 43.1713629385 |
| 2006-03-01 | 43.2564630261 |
| 2006-04-01 | 43.4335213421 |
| 2006-05-01 | 43.4263324202 |
| 2006-06-01 | 43.4444297427 |
| 2006-07-01 | 44.2251768974 |
| 2006-08-01 | 43.8182859931 |
| 2006-09-01 | 43.4509366832 |
| 2006-10-01 | 44.7252394817 |
| 2006-11-01 | 44.2583496845 |
| 2006-12-01 | 43.9118931356 |
| 2007-01-01 | 44.3334988106 |
| 2007-02-01 | 44.0751253056 |
| 2007-03-01 | 44.2215374252 |
| 2007-04-01 | 44.9213797678 |
| 2007-05-01 | 44.7396378390 |
| 2007-06-01 | 44.9938959817 |
| 2007-07-01 | 45.4038874760 |
| 2007-08-01 | 45.3881776882 |
| 2007-09-01 | 45.8545144076 |
| 2007-10-01 | 45.9264865296 |
| 2007-11-01 | 45.6689424969 |
| 2007-12-01 | 45.8775364947 |
| 2008-01-01 | 45.6851742165 |
| 2008-02-01 | 46.3563416824 |
| 2008-03-01 | 46.4738087881 |
| 2008-04-01 | 46.5371314269 |
| 2008-05-01 | 46.6523211253 |
| 2008-06-01 | 46.5408635474 |
| 2008-07-01 | 46.2018448015 |
| 2008-08-01 | 46.1622755609 |
| 2008-09-01 | 45.7712561742 |
| 2008-10-01 | 45.6333630495 |
| 2008-11-01 | 45.5905762481 |
| 2008-12-01 | 45.2949164138 |
| 2009-01-01 | 44.7266443942 |
| 2009-02-01 | 44.4232625214 |
| 2009-03-01 | 44.0087300034 |
| 2009-04-01 | 43.5660579355 |
| 2009-05-01 | 43.5789476708 |
| 2009-06-01 | 43.4089611791 |
| 2009-07-01 | 43.0149371676 |
| 2009-08-01 | 42.9435843007 |
| 2009-09-01 | 43.0163779256 |
| 2009-10-01 | 42.8477954078 |
| 2009-11-01 | 42.8800153080 |
| 2009-12-01 | 42.9707592009 |
| 2010-01-01 | 43.2341217897 |
| 2010-02-01 | 43.6040633793 |
| 2010-03-01 | 43.6195746021 |
| 2010-04-01 | 43.6019330537 |
| 2010-05-01 | 43.7548959474 |
| 2010-06-01 | 43.8100901665 |
| 2010-07-01 | 44.1134695382 |
| 2010-08-01 | 43.7454317977 |
| 2010-09-01 | 43.5690712327 |
| 2010-10-01 | 43.4403095705 |
| 2010-11-01 | 43.4615867555 |
| 2010-12-01 | 43.6291980384 |
| 2011-01-01 | 43.7137679783 |
| 2011-02-01 | 43.8896902871 |
| 2011-03-01 | 43.9165081515 |
| 2011-04-01 | 44.0373222657 |
| 2011-05-01 | 44.0749837454 |
| 2011-06-01 | 44.0363697342 |
| 2011-07-01 | 44.2004315622 |
| 2011-08-01 | 44.4518813698 |
| 2011-09-01 | 44.9301484906 |
| 2011-10-01 | 44.7198674722 |
| 2011-11-01 | 44.9180469280 |
| 2011-12-01 | 44.6907305363 |
| 2012-01-01 | 44.4510936647 |
| 2012-02-01 | 44.4977902349 |
| 2012-03-01 | 44.6226040547 |
| 2012-04-01 | 44.9719215336 |
| 2012-05-01 | 45.0159806438 |
| 2012-06-01 | 45.1822594125 |
| 2012-07-01 | 45.4801852685 |
| 2012-08-01 | 45.6678489175 |
| 2012-09-01 | 45.7634009415 |
| 2012-10-01 | 45.9974048727 |
| 2012-11-01 | 46.0832107624 |
| 2012-12-01 | 46.1440625457 |
| 2013-01-01 | 46.1717363767 |
| 2013-02-01 | 46.2094234169 |
| 2013-03-01 | 46.3448486924 |
| 2013-04-01 | 46.4069310555 |
| 2013-05-01 | 46.5651591646 |
| 2013-06-01 | 46.7300276238 |
| 2013-07-01 | 46.8531000934 |
| 2013-08-01 | 46.7812848461 |
| 2013-09-01 | 46.9708815943 |
| 2013-10-01 | 47.5008587225 |
| 2013-11-01 | 47.5453191340 |
| 2013-12-01 | 47.7848423659 |
| 2014-01-01 | 48.3015776238 |
| 2014-02-01 | 48.5202312232 |
| 2014-03-01 | 48.7760464165 |
| 2014-04-01 | 48.4645432668 |
| 2014-05-01 | 48.8090120395 |
| 2014-06-01 | 49.0627032855 |
| 2014-07-01 | 49.0116383793 |
| 2014-08-01 | 49.1967988431 |
| 2014-09-01 | 49.1386276767 |
| 2014-10-01 | 49.3275201892 |
| 2014-11-01 | 49.2377226014 |
| 2014-12-01 | 49.0219110351 |
| 2015-01-01 | 49.1554247792 |
| 2015-02-01 | 49.1176202474 |
| 2015-03-01 | 49.7170463286 |
| 2015-04-01 | 49.3142888210 |
| 2015-05-01 | 49.5554983251 |
| 2015-06-01 | 49.4676127299 |
| 2015-07-01 | 49.5673644731 |
| 2015-08-01 | 49.9067095429 |
| 2015-09-01 | 49.8877693603 |
| 2015-10-01 | 49.9507407448 |
| 2015-11-01 | 50.2346232730 |
| 2015-12-01 | 50.5808043159 |
| 2016-01-01 | 50.6607445724 |
| 2016-02-01 | 50.9148324771 |
| 2016-03-01 | 50.3596679600 |
| 2016-04-01 | 50.5499471587 |
| 2016-05-01 | 50.3842436415 |
| 2016-06-01 | 50.0604350285 |
| 2016-07-01 | 50.3217327177 |
| 2016-08-01 | 50.0979060265 |
| 2016-09-01 | 50.3388396925 |
| 2016-10-01 | 50.0447958255 |
| 2016-11-01 | 50.2526285588 |
| 2016-12-01 | 50.2674346029 |
| 2017-01-01 | 50.3027887325 |
| 2017-02-01 | 50.3279041627 |
| 2017-03-01 | 50.5058501076 |
| 2017-04-01 | 50.5523626275 |
| 2017-05-01 | 50.8942091943 |
| 2017-06-01 | 51.3179978748 |
| 2017-07-01 | 51.8881501240 |
| 2017-08-01 | 52.5992821134 |
| 2017-09-01 | 52.2946719619 |
| 2017-10-01 | 52.3013284408 |
| 2017-11-01 | 52.3605664353 |
| 2017-12-01 | 52.9954604903 |
| 2018-01-01 | 52.9951237040 |
| 2018-02-01 | 53.1669772743 |
| 2018-03-01 | 53.1237023386 |
| 2018-04-01 | 53.2547229711 |
| 2018-05-01 | 53.1745632558 |
| 2018-06-01 | 53.2306254013 |
| 2018-07-01 | 52.6630000464 |
| 2018-08-01 | 52.9108149061 |
| 2018-09-01 | 52.8703356468 |
| 2018-10-01 | 52.9323530523 |
| 2018-11-01 | 53.0846797763 |
| 2018-12-01 | 52.8414130771 |
| 2019-01-01 | 52.8077338055 |
| 2019-02-01 | 53.0274748870 |
| 2019-03-01 | 52.9373264793 |
| 2019-04-01 | 53.0328664609 |
| 2019-05-01 | 53.0222442418 |
| 2019-06-01 | 52.9898113081 |
| 2019-07-01 | 53.4530616066 |
| 2019-08-01 | 53.7543878986 |
| 2019-09-01 | 53.3684616706 |
| 2019-10-01 | 54.0746822225 |
| 2019-11-01 | 53.9822516865 |
| 2019-12-01 | 54.2136552656 |
| 2020-01-01 | 54.9177416899 |
| 2020-02-01 | 54.9087172086 |
| 2020-03-01 | 53.4384664192 |
| 2020-04-01 | 27.0880787825 |
| 2020-05-01 | 24.2433845959 |
| 2020-06-01 | 25.0510545521 |
| 2020-07-01 | 24.2443088058 |
| 2020-08-01 | 23.7929412054 |
| 2020-09-01 | 24.5971823065 |
| 2020-10-01 | 27.8657472938 |
| 2020-11-01 | 27.8852702760 |
| 2020-12-01 | 24.8700283670 |
| 2021-01-01 | 21.5843363603 |
| 2021-02-01 | 24.6854884425 |
| 2021-03-01 | 25.7296463949 |
| 2021-04-01 | 29.2235327890 |
| 2021-05-01 | 30.4654509314 |
| 2021-06-01 | 32.3230495438 |
| 2021-07-01 | 35.0399550596 |
| 2021-08-01 | 36.0598289974 |
| 2021-09-01 | 36.9349678965 |
| 2021-10-01 | 37.7137169972 |
| 2021-11-01 | 38.2697945126 |
| 2021-12-01 | 39.0053148602 |
| 2022-01-01 | 39.2221825476 |
| 2022-02-01 | 39.9287916964 |
| 2022-03-01 | 40.3876701381 |
| 2022-04-01 | 41.2639581699 |
| 2022-05-01 | 41.8911441851 |
| 2022-06-01 | 42.4470192155 |
| 2022-07-01 | 44.7532251305 |
| 2022-08-01 | 44.6297223902 |
| 2022-09-01 | 44.9854220576 |
| 2022-10-01 | 45.1967420934 |
| 2022-11-01 | 45.5725341735 |
| 2022-12-01 | 45.5028055060 |
| 2023-01-01 | 46.2116881427 |
| 2023-02-01 | 46.2128737633 |
| 2023-03-01 | 46.6373009503 |
| 2023-04-01 | 47.2075634065 |
| 2023-05-01 | 47.3255225390 |
| 2023-06-01 | 47.6225376539 |
| 2023-07-01 | 48.2901367207 |
| 2023-08-01 | 48.1150116036 |
| 2023-09-01 | 47.9453055542 |
| 2023-10-01 | 47.7854937493 |
| 2023-11-01 | 48.1701430566 |
| 2023-12-01 | 48.1946988148 |
| 2024-01-01 | 48.1604432904 |
| 2024-02-01 | 48.0514352801 |
| 2024-03-01 | 48.0745374501 |
| 2024-04-01 | 47.7527574068 |
| 2024-05-01 | 47.5760505100 |
| 2024-06-01 | 47.8685174405 |
| 2024-07-01 | 48.2468995649 |
| 2024-08-01 | 47.3814193613 |
| 2024-09-01 | 48.0049477253 |
| 2024-10-01 | 48.0535055992 |
| 2024-11-01 | 48.0800014476 |
| 2024-12-01 | 47.9759807370 |
| 2025-01-01 | 47.6863758080 |
| 2025-02-01 | 47.9690564842 |
| 2025-03-01 | 48.0089261269 |
| 2025-04-01 | 48.5232583334 |
| 2025-05-01 | 48.1505248739 |
| 2025-06-01 | 47.8304217572 |
| 2025-07-01 | 47.7093201316 |
| 2025-08-01 | 47.8429889180 |
| 2025-09-01 | 48.0419676592 |
| 2025-10-01 | 48.1872782088 |
| 2025-11-01 | 48.3863448551 |
| 2025-12-01 | 48.7533739297 |
| 2026-01-01 | 49.1367203080 |
| 2026-02-01 | 49.2978193840 |
| 2026-03-01 | 49.2541438006 |
| 2026-04-01 | 49.3117475355 |
| 2026-05-01 | 49.5326240834 |
| 2026-06-01 | 49.4889592249 |
| 2026-07-01 | 49.6657473140 |
| 2026-08-01 | 49.8874587901 |