Table Data - All Employees: Leisure and Hospitality: Accommodation and Food Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Leisure and Hospitality: Accommodation and Food Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310807072000001SA |
| 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 2025-12-01 |
| Last Updated | 2026-01-28 3:34 AM CST |
| 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 | 355.923931899684 |
| 1990-02-01 | 355.497669076793 |
| 1990-03-01 | 355.286898340099 |
| 1990-04-01 | 354.483343735816 |
| 1990-05-01 | 353.503611967886 |
| 1990-06-01 | 354.498777134178 |
| 1990-07-01 | 356.118779359665 |
| 1990-08-01 | 354.794381036794 |
| 1990-09-01 | 354.530293631454 |
| 1990-10-01 | 355.256721060776 |
| 1990-11-01 | 356.053555337445 |
| 1990-12-01 | 352.394611912641 |
| 1991-01-01 | 353.466404683471 |
| 1991-02-01 | 352.071364950678 |
| 1991-03-01 | 350.505177811539 |
| 1991-04-01 | 357.559987296956 |
| 1991-05-01 | 357.141332475114 |
| 1991-06-01 | 356.640441590930 |
| 1991-07-01 | 357.111190497843 |
| 1991-08-01 | 356.433408951253 |
| 1991-09-01 | 355.810063227584 |
| 1991-10-01 | 355.242837894446 |
| 1991-11-01 | 356.201882990756 |
| 1991-12-01 | 355.321081814293 |
| 1992-01-01 | 347.489624664504 |
| 1992-02-01 | 347.751543560881 |
| 1992-03-01 | 345.969421981447 |
| 1992-04-01 | 350.177217252439 |
| 1992-05-01 | 347.918821503200 |
| 1992-06-01 | 346.459741645143 |
| 1992-07-01 | 355.243634100035 |
| 1992-08-01 | 354.609700449579 |
| 1992-09-01 | 354.193764875425 |
| 1992-10-01 | 354.068254248237 |
| 1992-11-01 | 353.437344334017 |
| 1992-12-01 | 353.285059235954 |
| 1993-01-01 | 349.799022046080 |
| 1993-02-01 | 350.016317984527 |
| 1993-03-01 | 349.197987366792 |
| 1993-04-01 | 348.635771069490 |
| 1993-05-01 | 348.655087456044 |
| 1993-06-01 | 349.300398411395 |
| 1993-07-01 | 348.542641679592 |
| 1993-08-01 | 348.857539797448 |
| 1993-09-01 | 349.245656951659 |
| 1993-10-01 | 348.893179233046 |
| 1993-11-01 | 348.199331123553 |
| 1993-12-01 | 350.097965871194 |
| 1994-01-01 | 349.223491287087 |
| 1994-02-01 | 349.740271709919 |
| 1994-03-01 | 350.949324159002 |
| 1994-04-01 | 350.968041056895 |
| 1994-05-01 | 351.203825515332 |
| 1994-06-01 | 350.749065251253 |
| 1994-07-01 | 350.515757782793 |
| 1994-08-01 | 351.004580676138 |
| 1994-09-01 | 351.480087299324 |
| 1994-10-01 | 351.477975984542 |
| 1994-11-01 | 351.741596348766 |
| 1994-12-01 | 352.383143487794 |
| 1995-01-01 | 352.894644398165 |
| 1995-02-01 | 353.550929254192 |
| 1995-03-01 | 353.698782594230 |
| 1995-04-01 | 354.622354553534 |
| 1995-05-01 | 355.112496937389 |
| 1995-06-01 | 357.134873606539 |
| 1995-07-01 | 358.655677504744 |
| 1995-08-01 | 359.672025725219 |
| 1995-09-01 | 360.793218542623 |
| 1995-10-01 | 360.392676064745 |
| 1995-11-01 | 363.054462885910 |
| 1995-12-01 | 364.090216783399 |
| 1996-01-01 | 366.296518831448 |
| 1996-02-01 | 367.447106194577 |
| 1996-03-01 | 367.838105076465 |
| 1996-04-01 | 367.534104764492 |
| 1996-05-01 | 368.374147847903 |
| 1996-06-01 | 364.655886808210 |
| 1996-07-01 | 367.289831189090 |
| 1996-08-01 | 368.164516270466 |
| 1996-09-01 | 367.148222192734 |
| 1996-10-01 | 373.653373953742 |
| 1996-11-01 | 373.818059089909 |
| 1996-12-01 | 374.918810922658 |
| 1997-01-01 | 373.647096651477 |
| 1997-02-01 | 374.246956875169 |
| 1997-03-01 | 375.495246410883 |
| 1997-04-01 | 377.347183400191 |
| 1997-05-01 | 378.163571544152 |
| 1997-06-01 | 379.215017572288 |
| 1997-07-01 | 376.824967614649 |
| 1997-08-01 | 378.511985744652 |
| 1997-09-01 | 378.176447142297 |
| 1997-10-01 | 379.146039006257 |
| 1997-11-01 | 378.058149239795 |
| 1997-12-01 | 378.883941252636 |
| 1998-01-01 | 380.481407662397 |
| 1998-02-01 | 380.034313061734 |
| 1998-03-01 | 380.690892943087 |
| 1998-04-01 | 381.668133705758 |
| 1998-05-01 | 384.018830673197 |
| 1998-06-01 | 384.564956351536 |
| 1998-07-01 | 384.902864046947 |
| 1998-08-01 | 386.449841782670 |
| 1998-09-01 | 386.505509693772 |
| 1998-10-01 | 385.838298501036 |
| 1998-11-01 | 386.879845962882 |
| 1998-12-01 | 387.664919905858 |
| 1999-01-01 | 388.039246876753 |
| 1999-02-01 | 389.766616815707 |
| 1999-03-01 | 389.828707791449 |
| 1999-04-01 | 388.627661700435 |
| 1999-05-01 | 388.688706258244 |
| 1999-06-01 | 388.116463231767 |
| 1999-07-01 | 389.931770128130 |
| 1999-08-01 | 388.751297548118 |
| 1999-09-01 | 390.254143084150 |
| 1999-10-01 | 391.690675435872 |
| 1999-11-01 | 392.622185375214 |
| 1999-12-01 | 393.108506440478 |
| 2000-01-01 | 392.462579915185 |
| 2000-02-01 | 394.196498922547 |
| 2000-03-01 | 394.274610997889 |
| 2000-04-01 | 395.350200451737 |
| 2000-05-01 | 395.039790714929 |
| 2000-06-01 | 395.949148759645 |
| 2000-07-01 | 399.225337979850 |
| 2000-08-01 | 401.212873391349 |
| 2000-09-01 | 402.989861355358 |
| 2000-10-01 | 399.144540773189 |
| 2000-11-01 | 400.528796517895 |
| 2000-12-01 | 402.283648555829 |
| 2001-01-01 | 404.711683184570 |
| 2001-02-01 | 405.787474981122 |
| 2001-03-01 | 406.540790103088 |
| 2001-04-01 | 406.625114634500 |
| 2001-05-01 | 407.894192591700 |
| 2001-06-01 | 407.907204760967 |
| 2001-07-01 | 407.303980999225 |
| 2001-08-01 | 406.919070420931 |
| 2001-09-01 | 406.068972328731 |
| 2001-10-01 | 407.990840004632 |
| 2001-11-01 | 408.658803242835 |
| 2001-12-01 | 406.469868735889 |
| 2002-01-01 | 408.315833612922 |
| 2002-02-01 | 407.707750664724 |
| 2002-03-01 | 407.400549420545 |
| 2002-04-01 | 410.803904320508 |
| 2002-05-01 | 413.851075430271 |
| 2002-06-01 | 413.232327310348 |
| 2002-07-01 | 411.758409450244 |
| 2002-08-01 | 413.192526334562 |
| 2002-09-01 | 414.034561216548 |
| 2002-10-01 | 414.484742952325 |
| 2002-11-01 | 415.640783528462 |
| 2002-12-01 | 416.628376492979 |
| 2003-01-01 | 417.557478234757 |
| 2003-02-01 | 417.870013178260 |
| 2003-03-01 | 418.617235870426 |
| 2003-04-01 | 419.948666545545 |
| 2003-05-01 | 421.159448491885 |
| 2003-06-01 | 422.503187847051 |
| 2003-07-01 | 423.426875063182 |
| 2003-08-01 | 425.007272579873 |
| 2003-09-01 | 426.227265949450 |
| 2003-10-01 | 427.183811273114 |
| 2003-11-01 | 428.820404714248 |
| 2003-12-01 | 430.432996770092 |
| 2004-01-01 | 432.948268332407 |
| 2004-02-01 | 434.812779348617 |
| 2004-03-01 | 434.456037091532 |
| 2004-04-01 | 431.533260489668 |
| 2004-05-01 | 433.912715556687 |
| 2004-06-01 | 432.595307926530 |
| 2004-07-01 | 437.242500378250 |
| 2004-08-01 | 437.620220947783 |
| 2004-09-01 | 438.459036668397 |
| 2004-10-01 | 439.813923590942 |
| 2004-11-01 | 440.172491231859 |
| 2004-12-01 | 441.686606158701 |
| 2005-01-01 | 439.623619650322 |
| 2005-02-01 | 440.356420006242 |
| 2005-03-01 | 442.330760720943 |
| 2005-04-01 | 444.243847256682 |
| 2005-05-01 | 443.918180632517 |
| 2005-06-01 | 445.128705460432 |
| 2005-07-01 | 445.824672945593 |
| 2005-08-01 | 445.529989361764 |
| 2005-09-01 | 446.948315495589 |
| 2005-10-01 | 447.058707431584 |
| 2005-11-01 | 448.258628203888 |
| 2005-12-01 | 450.534049145969 |
| 2006-01-01 | 451.802413744468 |
| 2006-02-01 | 454.145244155747 |
| 2006-03-01 | 454.795238385575 |
| 2006-04-01 | 454.945847945906 |
| 2006-05-01 | 456.649704261023 |
| 2006-06-01 | 457.469754298279 |
| 2006-07-01 | 456.525660181667 |
| 2006-08-01 | 458.493022572315 |
| 2006-09-01 | 458.846144442295 |
| 2006-10-01 | 460.530352977580 |
| 2006-11-01 | 461.644832423594 |
| 2006-12-01 | 463.094917236685 |
| 2007-01-01 | 462.685885595959 |
| 2007-02-01 | 462.819469964505 |
| 2007-03-01 | 464.537712358090 |
| 2007-04-01 | 465.237099346139 |
| 2007-05-01 | 465.554206416608 |
| 2007-06-01 | 466.657736743124 |
| 2007-07-01 | 467.680205492421 |
| 2007-08-01 | 468.650807915836 |
| 2007-09-01 | 469.812229351781 |
| 2007-10-01 | 471.104186269161 |
| 2007-11-01 | 471.880345533155 |
| 2007-12-01 | 472.091565346350 |
| 2008-01-01 | 473.313342034610 |
| 2008-02-01 | 474.433947976767 |
| 2008-03-01 | 475.319367768728 |
| 2008-04-01 | 475.993732691567 |
| 2008-05-01 | 474.581239106216 |
| 2008-06-01 | 475.808802258061 |
| 2008-07-01 | 475.557721399856 |
| 2008-08-01 | 475.001380300898 |
| 2008-09-01 | 472.058014627774 |
| 2008-10-01 | 470.652419940695 |
| 2008-11-01 | 468.131780858362 |
| 2008-12-01 | 466.310109981274 |
| 2009-01-01 | 463.364797575510 |
| 2009-02-01 | 460.413082624413 |
| 2009-03-01 | 457.904143803785 |
| 2009-04-01 | 453.555228770032 |
| 2009-05-01 | 455.379138364505 |
| 2009-06-01 | 453.591909882318 |
| 2009-07-01 | 452.721975741466 |
| 2009-08-01 | 451.331039037595 |
| 2009-09-01 | 451.635964655433 |
| 2009-10-01 | 453.655501167164 |
| 2009-11-01 | 450.719145323632 |
| 2009-12-01 | 450.405527685511 |
| 2010-01-01 | 449.874950352080 |
| 2010-02-01 | 449.990945461168 |
| 2010-03-01 | 449.855780355630 |
| 2010-04-01 | 452.799017451547 |
| 2010-05-01 | 453.001130160125 |
| 2010-06-01 | 454.643525863731 |
| 2010-07-01 | 455.528599028650 |
| 2010-08-01 | 456.377487511964 |
| 2010-09-01 | 457.552882402927 |
| 2010-10-01 | 457.758509552574 |
| 2010-11-01 | 457.225062717275 |
| 2010-12-01 | 459.895954396028 |
| 2011-01-01 | 462.182584409800 |
| 2011-02-01 | 463.327316260115 |
| 2011-03-01 | 463.519544397189 |
| 2011-04-01 | 464.033037577427 |
| 2011-05-01 | 464.717654956850 |
| 2011-06-01 | 464.693708454060 |
| 2011-07-01 | 466.573096197294 |
| 2011-08-01 | 468.486460222739 |
| 2011-09-01 | 472.660972389027 |
| 2011-10-01 | 471.726277399184 |
| 2011-11-01 | 474.536683185242 |
| 2011-12-01 | 474.780289901354 |
| 2012-01-01 | 478.232085537921 |
| 2012-02-01 | 479.328193674183 |
| 2012-03-01 | 481.708690872410 |
| 2012-04-01 | 485.310799121706 |
| 2012-05-01 | 487.737419039729 |
| 2012-06-01 | 491.232723501458 |
| 2012-07-01 | 490.103209730160 |
| 2012-08-01 | 492.820960787381 |
| 2012-09-01 | 494.979767036162 |
| 2012-10-01 | 496.444380189888 |
| 2012-11-01 | 499.211157653541 |
| 2012-12-01 | 501.858661538032 |
| 2013-01-01 | 503.107414351674 |
| 2013-02-01 | 505.545252132012 |
| 2013-03-01 | 507.572736716480 |
| 2013-04-01 | 509.451601096764 |
| 2013-05-01 | 512.934234144072 |
| 2013-06-01 | 516.526920233045 |
| 2013-07-01 | 518.258450315206 |
| 2013-08-01 | 518.924066558423 |
| 2013-09-01 | 520.800504257197 |
| 2013-10-01 | 522.883906564649 |
| 2013-11-01 | 525.559116515887 |
| 2013-12-01 | 527.838479466694 |
| 2014-01-01 | 531.307456706993 |
| 2014-02-01 | 534.035419779674 |
| 2014-03-01 | 536.248631477993 |
| 2014-04-01 | 535.625781629444 |
| 2014-05-01 | 539.361293818054 |
| 2014-06-01 | 540.376002980470 |
| 2014-07-01 | 542.495721667750 |
| 2014-08-01 | 545.617880103078 |
| 2014-09-01 | 546.768662179588 |
| 2014-10-01 | 548.070177057995 |
| 2014-11-01 | 550.376721550149 |
| 2014-12-01 | 551.269173021698 |
| 2015-01-01 | 554.617517350703 |
| 2015-02-01 | 557.536919266982 |
| 2015-03-01 | 558.616477293559 |
| 2015-04-01 | 559.337723697457 |
| 2015-05-01 | 561.453144168603 |
| 2015-06-01 | 563.689513559362 |
| 2015-07-01 | 568.786425183733 |
| 2015-08-01 | 569.585276291639 |
| 2015-09-01 | 571.743983257583 |
| 2015-10-01 | 575.574675342185 |
| 2015-11-01 | 576.256574794810 |
| 2015-12-01 | 579.427489585734 |
| 2016-01-01 | 581.189760558780 |
| 2016-02-01 | 583.327796677044 |
| 2016-03-01 | 583.651380653440 |
| 2016-04-01 | 586.265616749164 |
| 2016-05-01 | 586.679701304330 |
| 2016-06-01 | 588.395247430539 |
| 2016-07-01 | 590.066321106568 |
| 2016-08-01 | 591.536898535894 |
| 2016-09-01 | 595.000515770943 |
| 2016-10-01 | 595.449301953746 |
| 2016-11-01 | 596.581549072870 |
| 2016-12-01 | 597.439289837690 |
| 2017-01-01 | 598.701076819997 |
| 2017-02-01 | 599.781814022112 |
| 2017-03-01 | 602.913354215907 |
| 2017-04-01 | 604.135106097690 |
| 2017-05-01 | 605.395908190895 |
| 2017-06-01 | 607.553779469602 |
| 2017-07-01 | 609.064263994410 |
| 2017-08-01 | 609.392621715170 |
| 2017-09-01 | 610.079510340346 |
| 2017-10-01 | 610.819211612435 |
| 2017-11-01 | 611.700767626908 |
| 2017-12-01 | 612.966993823170 |
| 2018-01-01 | 613.106020104758 |
| 2018-02-01 | 614.278473326658 |
| 2018-03-01 | 614.009952105169 |
| 2018-04-01 | 616.111376113792 |
| 2018-05-01 | 616.265227602003 |
| 2018-06-01 | 616.431277181841 |
| 2018-07-01 | 616.454202736319 |
| 2018-08-01 | 617.674821764625 |
| 2018-09-01 | 617.722073997351 |
| 2018-10-01 | 618.418539206274 |
| 2018-11-01 | 618.878026868953 |
| 2018-12-01 | 620.153801991228 |
| 2019-01-01 | 620.334286372411 |
| 2019-02-01 | 622.280962033713 |
| 2019-03-01 | 623.219609139696 |
| 2019-04-01 | 623.119935295546 |
| 2019-05-01 | 624.304317373713 |
| 2019-06-01 | 625.078995737503 |
| 2019-07-01 | 623.208354079088 |
| 2019-08-01 | 623.460566576749 |
| 2019-09-01 | 625.656951822457 |
| 2019-10-01 | 627.975642869371 |
| 2019-11-01 | 628.968312253442 |
| 2019-12-01 | 628.978514434987 |
| 2020-01-01 | 630.327849643873 |
| 2020-02-01 | 631.887913129015 |
| 2020-03-01 | 607.879866265043 |
| 2020-04-01 | 336.777215830980 |
| 2020-05-01 | 354.961592194017 |
| 2020-06-01 | 415.797031992606 |
| 2020-07-01 | 410.792189879498 |
| 2020-08-01 | 414.609614224213 |
| 2020-09-01 | 430.130476397564 |
| 2020-10-01 | 446.923227112245 |
| 2020-11-01 | 452.705514973371 |
| 2020-12-01 | 410.061812032982 |
| 2021-01-01 | 388.884994984617 |
| 2021-02-01 | 439.505283410444 |
| 2021-03-01 | 453.982263143909 |
| 2021-04-01 | 480.286725069319 |
| 2021-05-01 | 494.351182485453 |
| 2021-06-01 | 511.631758800733 |
| 2021-07-01 | 535.763437573982 |
| 2021-08-01 | 543.618731202299 |
| 2021-09-01 | 549.718130241610 |
| 2021-10-01 | 558.475368707921 |
| 2021-11-01 | 562.953293677620 |
| 2021-12-01 | 568.180076550111 |
| 2022-01-01 | 563.776428549855 |
| 2022-02-01 | 575.091968129970 |
| 2022-03-01 | 578.771945238568 |
| 2022-04-01 | 583.178895444805 |
| 2022-05-01 | 585.375181627807 |
| 2022-06-01 | 590.469990442889 |
| 2022-07-01 | 593.926357805847 |
| 2022-08-01 | 595.902545645599 |
| 2022-09-01 | 599.230469929465 |
| 2022-10-01 | 599.824569351447 |
| 2022-11-01 | 603.242877389710 |
| 2022-12-01 | 602.969094672590 |
| 2023-01-01 | 604.085643034658 |
| 2023-02-01 | 608.411106017437 |
| 2023-03-01 | 611.586806079833 |
| 2023-04-01 | 609.876816231811 |
| 2023-05-01 | 612.471380593023 |
| 2023-06-01 | 613.505348232080 |
| 2023-07-01 | 615.180857001270 |
| 2023-08-01 | 617.263087306644 |
| 2023-09-01 | 618.164165615798 |
| 2023-10-01 | 617.018671104740 |
| 2023-11-01 | 617.411554665085 |
| 2023-12-01 | 617.233377421364 |
| 2024-01-01 | 618.218346839422 |
| 2024-02-01 | 614.518259765995 |
| 2024-03-01 | 612.386472210064 |
| 2024-04-01 | 614.700310085312 |
| 2024-05-01 | 613.552549494664 |
| 2024-06-01 | 610.212162967232 |
| 2024-07-01 | 612.587150666602 |
| 2024-08-01 | 610.513626896098 |
| 2024-09-01 | 611.051682752819 |
| 2024-10-01 | 612.763461701405 |
| 2024-11-01 | 611.724132979399 |
| 2024-12-01 | 613.970688193386 |
| 2025-01-01 | 606.148251472556 |
| 2025-02-01 | 606.604158736386 |
| 2025-03-01 | 604.150622295409 |
| 2025-04-01 | 605.047522657003 |
| 2025-05-01 | 605.505490740056 |
| 2025-06-01 | 606.430572568913 |
| 2025-07-01 | 605.663904948406 |
| 2025-08-01 | 608.064919581860 |
| 2025-09-01 | 607.326357688950 |
| 2025-10-01 | 606.040503289522 |
| 2025-11-01 | 609.662457220637 |
| 2025-12-01 | 610.456618870604 |