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 2026-09-01 |
| Last Updated | 2026-10-20 10:04 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 | 357.0467344067 |
| 1990-02-01 | 356.4185631162 |
| 1990-03-01 | 355.1011279689 |
| 1990-04-01 | 354.1511142902 |
| 1990-05-01 | 352.7736882466 |
| 1990-06-01 | 353.9075539179 |
| 1990-07-01 | 355.8853276173 |
| 1990-08-01 | 354.6606238226 |
| 1990-09-01 | 354.5819503855 |
| 1990-10-01 | 355.4595224486 |
| 1990-11-01 | 356.1420050367 |
| 1990-12-01 | 352.2659956715 |
| 1991-01-01 | 354.5260037152 |
| 1991-02-01 | 352.8872505722 |
| 1991-03-01 | 350.3327249746 |
| 1991-04-01 | 357.2509179585 |
| 1991-05-01 | 356.4796449241 |
| 1991-06-01 | 356.1030155940 |
| 1991-07-01 | 356.9024321236 |
| 1991-08-01 | 356.3240426978 |
| 1991-09-01 | 355.8697580837 |
| 1991-10-01 | 355.4370039651 |
| 1991-11-01 | 356.3006883933 |
| 1991-12-01 | 355.1624280560 |
| 1992-01-01 | 348.3964038908 |
| 1992-02-01 | 348.4180604969 |
| 1992-03-01 | 345.8084360391 |
| 1992-04-01 | 349.9270745857 |
| 1992-05-01 | 347.3752434538 |
| 1992-06-01 | 346.0348496933 |
| 1992-07-01 | 355.0779473204 |
| 1992-08-01 | 354.5489421117 |
| 1992-09-01 | 354.2602800789 |
| 1992-10-01 | 354.2304563783 |
| 1992-11-01 | 353.5557190398 |
| 1992-12-01 | 353.0867593443 |
| 1993-01-01 | 350.4664532339 |
| 1993-02-01 | 350.4617483727 |
| 1993-03-01 | 349.0896225195 |
| 1993-04-01 | 348.4638899038 |
| 1993-05-01 | 348.2814110400 |
| 1993-06-01 | 349.0129673356 |
| 1993-07-01 | 348.4327857469 |
| 1993-08-01 | 348.8350629366 |
| 1993-09-01 | 349.3097793922 |
| 1993-10-01 | 349.0176510947 |
| 1993-11-01 | 348.3054933410 |
| 1993-12-01 | 349.8733438913 |
| 1994-01-01 | 349.6649401400 |
| 1994-02-01 | 349.9720417918 |
| 1994-03-01 | 350.8890092445 |
| 1994-04-01 | 350.8763617570 |
| 1994-05-01 | 350.9849766987 |
| 1994-06-01 | 350.5963292864 |
| 1994-07-01 | 350.4591217173 |
| 1994-08-01 | 351.0109845230 |
| 1994-09-01 | 351.5330387264 |
| 1994-10-01 | 351.5657101693 |
| 1994-11-01 | 351.8367330658 |
| 1994-12-01 | 352.1503014542 |
| 1995-01-01 | 353.1307763123 |
| 1995-02-01 | 353.6190285512 |
| 1995-03-01 | 353.6975881132 |
| 1995-04-01 | 354.5888598774 |
| 1995-05-01 | 355.0177262736 |
| 1995-06-01 | 357.0763053569 |
| 1995-07-01 | 358.6386701112 |
| 1995-08-01 | 359.6799134622 |
| 1995-09-01 | 360.8276201669 |
| 1995-10-01 | 360.4531005233 |
| 1995-11-01 | 363.1022589604 |
| 1995-12-01 | 363.9134940767 |
| 1996-01-01 | 366.3984192998 |
| 1996-02-01 | 367.4696465041 |
| 1996-03-01 | 367.8484119606 |
| 1996-04-01 | 367.5326522956 |
| 1996-05-01 | 368.3231452393 |
| 1996-06-01 | 364.6453120731 |
| 1996-07-01 | 367.2907888650 |
| 1996-08-01 | 368.1718901512 |
| 1996-09-01 | 367.1684222572 |
| 1996-10-01 | 373.6936972578 |
| 1996-11-01 | 373.8349539673 |
| 1996-12-01 | 374.8283120199 |
| 1997-01-01 | 373.6591149974 |
| 1997-02-01 | 374.2594522469 |
| 1997-03-01 | 375.5066861072 |
| 1997-04-01 | 377.3568500297 |
| 1997-05-01 | 378.1279649220 |
| 1997-06-01 | 379.2195293865 |
| 1997-07-01 | 376.8321714255 |
| 1997-08-01 | 378.5155100827 |
| 1997-09-01 | 378.1891337052 |
| 1997-10-01 | 379.1712274713 |
| 1997-11-01 | 378.0540045050 |
| 1997-12-01 | 378.8528804988 |
| 1998-01-01 | 380.4781901657 |
| 1998-02-01 | 380.0357222822 |
| 1998-03-01 | 380.6965309503 |
| 1998-04-01 | 381.6751799218 |
| 1998-05-01 | 383.9944314479 |
| 1998-06-01 | 384.5693635089 |
| 1998-07-01 | 384.9093570591 |
| 1998-08-01 | 386.4511109130 |
| 1998-09-01 | 386.5129497203 |
| 1998-10-01 | 385.8544377305 |
| 1998-11-01 | 386.8791973331 |
| 1998-12-01 | 387.6464358072 |
| 1999-01-01 | 388.0379356027 |
| 1999-02-01 | 389.7665825291 |
| 1999-03-01 | 389.8302235638 |
| 1999-04-01 | 388.6302469174 |
| 1999-05-01 | 388.6763789779 |
| 1999-06-01 | 388.1196200275 |
| 1999-07-01 | 389.9362858594 |
| 1999-08-01 | 388.7522592594 |
| 1999-09-01 | 390.2577355403 |
| 1999-10-01 | 391.6969905910 |
| 1999-11-01 | 392.6224101925 |
| 1999-12-01 | 393.0998635861 |
| 2000-01-01 | 392.4620788247 |
| 2000-02-01 | 394.1961651549 |
| 2000-03-01 | 394.2742700154 |
| 2000-04-01 | 395.3495156436 |
| 2000-05-01 | 395.0388631503 |
| 2000-06-01 | 395.9505336317 |
| 2000-07-01 | 399.2274006663 |
| 2000-08-01 | 401.2137472561 |
| 2000-09-01 | 402.9897284794 |
| 2000-10-01 | 399.1453199399 |
| 2000-11-01 | 400.5279595575 |
| 2000-12-01 | 402.2829136073 |
| 2001-01-01 | 404.7105207049 |
| 2001-02-01 | 405.7869591435 |
| 2001-03-01 | 406.5409939936 |
| 2001-04-01 | 406.6255128211 |
| 2001-05-01 | 407.8946044680 |
| 2001-06-01 | 407.9077086798 |
| 2001-07-01 | 407.3053481372 |
| 2001-08-01 | 406.9191947023 |
| 2001-09-01 | 406.0673583761 |
| 2001-10-01 | 407.9906673713 |
| 2001-11-01 | 408.6580558107 |
| 2001-12-01 | 406.4701169552 |
| 2002-01-01 | 408.3156830354 |
| 2002-02-01 | 407.7078390216 |
| 2002-03-01 | 407.4008708111 |
| 2002-04-01 | 410.8042675961 |
| 2002-05-01 | 413.8514749855 |
| 2002-06-01 | 413.2326701411 |
| 2002-07-01 | 411.7590890107 |
| 2002-08-01 | 413.1923112505 |
| 2002-09-01 | 414.0327842621 |
| 2002-10-01 | 414.4844998228 |
| 2002-11-01 | 415.6403670272 |
| 2002-12-01 | 416.6289929097 |
| 2003-01-01 | 417.5576993509 |
| 2003-02-01 | 417.8703150601 |
| 2003-03-01 | 418.6174797444 |
| 2003-04-01 | 419.9487735386 |
| 2003-05-01 | 421.1595829732 |
| 2003-06-01 | 422.5032826013 |
| 2003-07-01 | 423.4270483428 |
| 2003-08-01 | 425.0071627913 |
| 2003-09-01 | 426.2261912592 |
| 2003-10-01 | 427.1837030974 |
| 2003-11-01 | 428.8202178759 |
| 2003-12-01 | 430.4335082607 |
| 2004-01-01 | 432.9484185801 |
| 2004-02-01 | 434.8129794132 |
| 2004-03-01 | 434.4561662564 |
| 2004-04-01 | 431.5332697955 |
| 2004-05-01 | 433.9127532441 |
| 2004-06-01 | 432.5952998721 |
| 2004-07-01 | 437.2425420906 |
| 2004-08-01 | 437.6201535164 |
| 2004-09-01 | 438.4585463490 |
| 2004-10-01 | 439.8138409196 |
| 2004-11-01 | 440.1724609426 |
| 2004-12-01 | 441.6869097068 |
| 2005-01-01 | 439.6236859862 |
| 2005-02-01 | 440.3565365507 |
| 2005-03-01 | 442.3308070882 |
| 2005-04-01 | 444.2438039069 |
| 2005-05-01 | 443.9181700865 |
| 2005-06-01 | 445.1286709091 |
| 2005-07-01 | 445.8246969048 |
| 2005-08-01 | 445.5299106770 |
| 2005-09-01 | 446.9482287811 |
| 2005-10-01 | 447.0586439089 |
| 2005-11-01 | 448.2586089631 |
| 2005-12-01 | 450.5342277772 |
| 2006-01-01 | 451.8024411603 |
| 2006-02-01 | 454.1452876988 |
| 2006-03-01 | 454.7952303855 |
| 2006-04-01 | 454.9457982146 |
| 2006-05-01 | 456.6496769087 |
| 2006-06-01 | 457.4697265739 |
| 2006-07-01 | 456.5256948024 |
| 2006-08-01 | 458.4930007276 |
| 2006-09-01 | 458.8461248675 |
| 2006-10-01 | 460.5303405397 |
| 2006-11-01 | 461.6448264748 |
| 2006-12-01 | 463.0950242924 |
| 2007-01-01 | 462.6858882740 |
| 2007-02-01 | 462.8194861019 |
| 2007-03-01 | 464.5376649569 |
| 2007-04-01 | 465.2370693691 |
| 2007-05-01 | 465.5541840548 |
| 2007-06-01 | 466.6577094512 |
| 2007-07-01 | 467.6802275228 |
| 2007-08-01 | 468.6508066765 |
| 2007-09-01 | 469.8122398621 |
| 2007-10-01 | 471.1042025186 |
| 2007-11-01 | 471.8803599010 |
| 2007-12-01 | 472.0916217036 |
| 2008-01-01 | 473.3133471978 |
| 2008-02-01 | 474.4339587911 |
| 2008-03-01 | 475.3192970504 |
| 2008-04-01 | 475.9937246881 |
| 2008-05-01 | 474.5812142738 |
| 2008-06-01 | 475.8087568178 |
| 2008-07-01 | 475.5576964301 |
| 2008-08-01 | 475.0013705122 |
| 2008-09-01 | 472.0580753631 |
| 2008-10-01 | 470.6524954598 |
| 2008-11-01 | 468.1318338055 |
| 2008-12-01 | 466.3100965518 |
| 2009-01-01 | 463.3648173952 |
| 2009-02-01 | 460.4131068256 |
| 2009-03-01 | 457.9040452739 |
| 2009-04-01 | 453.5552347791 |
| 2009-05-01 | 455.3791188773 |
| 2009-06-01 | 453.5918519118 |
| 2009-07-01 | 452.7217601862 |
| 2009-08-01 | 451.3310332964 |
| 2009-09-01 | 451.6360402908 |
| 2009-10-01 | 453.6559099641 |
| 2009-11-01 | 450.7191857838 |
| 2009-12-01 | 450.4054580849 |
| 2010-01-01 | 449.8749435064 |
| 2010-02-01 | 449.9909430437 |
| 2010-03-01 | 449.8556524941 |
| 2010-04-01 | 452.7989881063 |
| 2010-05-01 | 453.0010583777 |
| 2010-06-01 | 454.6434898013 |
| 2010-07-01 | 455.5281035054 |
| 2010-08-01 | 456.3774753327 |
| 2010-09-01 | 457.5530615552 |
| 2010-10-01 | 457.7594052666 |
| 2010-11-01 | 457.2252096673 |
| 2010-12-01 | 459.8958634701 |
| 2011-01-01 | 462.1824918492 |
| 2011-02-01 | 463.3271790685 |
| 2011-03-01 | 463.5192910480 |
| 2011-04-01 | 464.0329364604 |
| 2011-05-01 | 464.7174497587 |
| 2011-06-01 | 464.6935748151 |
| 2011-07-01 | 466.5722279531 |
| 2011-08-01 | 468.4865218493 |
| 2011-09-01 | 472.6614717994 |
| 2011-10-01 | 471.7278616558 |
| 2011-11-01 | 474.5371200986 |
| 2011-12-01 | 474.7804143282 |
| 2012-01-01 | 478.2321945569 |
| 2012-02-01 | 479.3265833759 |
| 2012-03-01 | 481.7086671789 |
| 2012-04-01 | 485.3107138582 |
| 2012-05-01 | 487.7369718175 |
| 2012-06-01 | 491.2323456706 |
| 2012-07-01 | 490.1017553826 |
| 2012-08-01 | 492.8209948418 |
| 2012-09-01 | 494.9802213423 |
| 2012-10-01 | 496.4488066550 |
| 2012-11-01 | 499.2115495971 |
| 2012-12-01 | 501.8588294006 |
| 2013-01-01 | 503.1075807297 |
| 2013-02-01 | 505.5419150690 |
| 2013-03-01 | 507.5724749177 |
| 2013-04-01 | 509.4511833917 |
| 2013-05-01 | 512.9335431081 |
| 2013-06-01 | 516.5262462764 |
| 2013-07-01 | 518.2563430183 |
| 2013-08-01 | 518.9238004284 |
| 2013-09-01 | 520.8027376507 |
| 2013-10-01 | 522.8909369498 |
| 2013-11-01 | 525.5594608604 |
| 2013-12-01 | 527.8387607074 |
| 2014-01-01 | 531.3075094820 |
| 2014-02-01 | 534.0299784027 |
| 2014-03-01 | 536.2478990522 |
| 2014-04-01 | 535.6251013740 |
| 2014-05-01 | 539.3605740032 |
| 2014-06-01 | 540.3749997325 |
| 2014-07-01 | 542.4924878644 |
| 2014-08-01 | 545.6159443782 |
| 2014-09-01 | 546.7715887253 |
| 2014-10-01 | 548.0793397215 |
| 2014-11-01 | 550.3776768652 |
| 2014-12-01 | 551.2715628900 |
| 2015-01-01 | 554.6208387139 |
| 2015-02-01 | 557.5350495297 |
| 2015-03-01 | 558.6093185744 |
| 2015-04-01 | 559.3380318236 |
| 2015-05-01 | 561.4515375518 |
| 2015-06-01 | 563.6857594124 |
| 2015-07-01 | 568.7796472492 |
| 2015-08-01 | 569.5790207125 |
| 2015-09-01 | 571.7450684481 |
| 2015-10-01 | 575.5820755663 |
| 2015-11-01 | 576.2610423051 |
| 2015-12-01 | 579.4392346088 |
| 2016-01-01 | 581.2012667631 |
| 2016-02-01 | 583.3375337296 |
| 2016-03-01 | 583.6405873641 |
| 2016-04-01 | 586.2629841842 |
| 2016-05-01 | 586.6702473380 |
| 2016-06-01 | 588.3838681172 |
| 2016-07-01 | 590.0556230028 |
| 2016-08-01 | 591.5136615552 |
| 2016-09-01 | 594.9975664366 |
| 2016-10-01 | 595.4550257264 |
| 2016-11-01 | 596.5915652742 |
| 2016-12-01 | 597.4669511672 |
| 2017-01-01 | 598.7348482980 |
| 2017-02-01 | 599.8288120728 |
| 2017-03-01 | 602.9017939351 |
| 2017-04-01 | 604.1116684777 |
| 2017-05-01 | 605.3575169526 |
| 2017-06-01 | 607.5156733179 |
| 2017-07-01 | 609.0576878016 |
| 2017-08-01 | 609.3541196716 |
| 2017-09-01 | 610.0898465404 |
| 2017-10-01 | 610.8038393987 |
| 2017-11-01 | 611.7223366499 |
| 2017-12-01 | 613.0234102769 |
| 2018-01-01 | 613.1694104261 |
| 2018-02-01 | 614.3695188147 |
| 2018-03-01 | 614.0089613279 |
| 2018-04-01 | 616.0477353938 |
| 2018-05-01 | 616.1699085316 |
| 2018-06-01 | 616.3415599343 |
| 2018-07-01 | 616.4745285584 |
| 2018-08-01 | 617.6415657574 |
| 2018-09-01 | 617.7628908244 |
| 2018-10-01 | 618.3839771961 |
| 2018-11-01 | 618.9181331223 |
| 2018-12-01 | 620.2375529376 |
| 2019-01-01 | 620.3932235871 |
| 2019-02-01 | 622.4082910399 |
| 2019-03-01 | 623.2330643669 |
| 2019-04-01 | 623.0353016600 |
| 2019-05-01 | 624.0899547262 |
| 2019-06-01 | 624.9647967683 |
| 2019-07-01 | 623.2764430393 |
| 2019-08-01 | 623.4576550262 |
| 2019-09-01 | 625.7414569572 |
| 2019-10-01 | 627.9277074683 |
| 2019-11-01 | 629.0436763578 |
| 2019-12-01 | 629.1085096041 |
| 2020-01-01 | 630.2783287395 |
| 2020-02-01 | 632.0478816158 |
| 2020-03-01 | 607.9475785528 |
| 2020-04-01 | 336.5795985984 |
| 2020-05-01 | 354.6529911137 |
| 2020-06-01 | 415.6913908582 |
| 2020-07-01 | 410.9226325504 |
| 2020-08-01 | 414.6609611565 |
| 2020-09-01 | 430.2775508336 |
| 2020-10-01 | 446.8997211719 |
| 2020-11-01 | 452.8389933368 |
| 2020-12-01 | 410.2605891540 |
| 2021-01-01 | 388.6202659350 |
| 2021-02-01 | 439.6560481022 |
| 2021-03-01 | 454.1263277403 |
| 2021-04-01 | 479.9084971187 |
| 2021-05-01 | 493.9230897129 |
| 2021-06-01 | 511.6228083452 |
| 2021-07-01 | 535.9471526558 |
| 2021-08-01 | 543.7422395614 |
| 2021-09-01 | 549.9617020650 |
| 2021-10-01 | 558.4878280037 |
| 2021-11-01 | 563.0392188452 |
| 2021-12-01 | 568.6217799280 |
| 2022-01-01 | 563.3200943387 |
| 2022-02-01 | 575.3094886420 |
| 2022-03-01 | 578.8813129065 |
| 2022-04-01 | 582.4358001010 |
| 2022-05-01 | 584.7609935761 |
| 2022-06-01 | 590.6129356707 |
| 2022-07-01 | 594.0980184999 |
| 2022-08-01 | 596.1550344597 |
| 2022-09-01 | 599.6891636856 |
| 2022-10-01 | 599.8813528571 |
| 2022-11-01 | 603.3429829257 |
| 2022-12-01 | 603.7578579113 |
| 2023-01-01 | 603.4224013919 |
| 2023-02-01 | 608.5928021439 |
| 2023-03-01 | 611.6642817817 |
| 2023-04-01 | 608.7571037321 |
| 2023-05-01 | 611.5493614420 |
| 2023-06-01 | 613.7428633180 |
| 2023-07-01 | 615.3062377817 |
| 2023-08-01 | 617.6512096375 |
| 2023-09-01 | 618.9415444785 |
| 2023-10-01 | 617.1508312415 |
| 2023-11-01 | 617.5720764027 |
| 2023-12-01 | 618.4640209145 |
| 2024-01-01 | 617.4152468214 |
| 2024-02-01 | 614.6442137544 |
| 2024-03-01 | 612.3208875474 |
| 2024-04-01 | 611.9323012388 |
| 2024-05-01 | 610.3195980185 |
| 2024-06-01 | 609.0971347661 |
| 2024-07-01 | 610.3894382023 |
| 2024-08-01 | 609.4805602357 |
| 2024-09-01 | 611.2476653626 |
| 2024-10-01 | 614.2732415511 |
| 2024-11-01 | 613.5486207697 |
| 2024-12-01 | 612.3579777146 |
| 2025-01-01 | 604.7056674426 |
| 2025-02-01 | 605.9486917156 |
| 2025-03-01 | 608.2037555424 |
| 2025-04-01 | 610.0579975110 |
| 2025-05-01 | 610.8704400667 |
| 2025-06-01 | 609.1687775516 |
| 2025-07-01 | 605.5839908136 |
| 2025-08-01 | 610.0922104936 |
| 2025-09-01 | 608.9287336272 |
| 2025-10-01 | 611.1203849367 |
| 2025-11-01 | 612.3674890719 |
| 2025-12-01 | 615.0551140865 |
| 2026-01-01 | 618.8201663070 |
| 2026-02-01 | 619.6441988710 |
| 2026-03-01 | 618.3146404580 |
| 2026-04-01 | 619.6291989365 |
| 2026-05-01 | 620.9921734510 |
| 2026-06-01 | 624.2734503986 |
| 2026-07-01 | 622.2913116080 |
| 2026-08-01 | 622.1302801680 |
| 2026-09-01 | 621.4909742654 |