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 2026-06-01 |
| Last Updated | 2026-07-22 10:40 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 | 357.008555625690 |
| 1990-02-01 | 356.400255922689 |
| 1990-03-01 | 355.082002832361 |
| 1990-04-01 | 354.136341259603 |
| 1990-05-01 | 352.769079434411 |
| 1990-06-01 | 353.907709062938 |
| 1990-07-01 | 355.877680973680 |
| 1990-08-01 | 354.654713397979 |
| 1990-09-01 | 354.570173397911 |
| 1990-10-01 | 355.442642774221 |
| 1990-11-01 | 356.273218099030 |
| 1990-12-01 | 352.268208730451 |
| 1991-01-01 | 354.489170402436 |
| 1991-02-01 | 352.870490243055 |
| 1991-03-01 | 350.314822491859 |
| 1991-04-01 | 357.236833606157 |
| 1991-05-01 | 356.475286470681 |
| 1991-06-01 | 356.103728780813 |
| 1991-07-01 | 356.896077600897 |
| 1991-08-01 | 356.318840648609 |
| 1991-09-01 | 355.859074056255 |
| 1991-10-01 | 355.421599654485 |
| 1991-11-01 | 356.415779865458 |
| 1991-12-01 | 355.163558513877 |
| 1992-01-01 | 348.363167184849 |
| 1992-02-01 | 348.404959478988 |
| 1992-03-01 | 345.793459680987 |
| 1992-04-01 | 349.914701037255 |
| 1992-05-01 | 347.371970782805 |
| 1992-06-01 | 346.036918021857 |
| 1992-07-01 | 355.073655953607 |
| 1992-08-01 | 354.545381915626 |
| 1992-09-01 | 354.254895068314 |
| 1992-10-01 | 354.222205685634 |
| 1992-11-01 | 353.629034383175 |
| 1992-12-01 | 353.091142264811 |
| 1993-01-01 | 350.442465123469 |
| 1993-02-01 | 350.452631380236 |
| 1993-03-01 | 349.078931426852 |
| 1993-04-01 | 348.455110236544 |
| 1993-05-01 | 348.279639167210 |
| 1993-06-01 | 349.015796286900 |
| 1993-07-01 | 348.430607919956 |
| 1993-08-01 | 348.833492116063 |
| 1993-09-01 | 349.308555529929 |
| 1993-10-01 | 349.013328155024 |
| 1993-11-01 | 348.342198307084 |
| 1993-12-01 | 349.879106344239 |
| 1994-01-01 | 349.648649832212 |
| 1994-02-01 | 349.967762435148 |
| 1994-03-01 | 350.883184595604 |
| 1994-04-01 | 350.871608678126 |
| 1994-05-01 | 350.984377036724 |
| 1994-06-01 | 350.599004167586 |
| 1994-07-01 | 350.459161285778 |
| 1994-08-01 | 351.011288713196 |
| 1994-09-01 | 351.535176192840 |
| 1994-10-01 | 351.563606783535 |
| 1994-11-01 | 351.843264383268 |
| 1994-12-01 | 352.156171169520 |
| 1995-01-01 | 353.123427357385 |
| 1995-02-01 | 353.617701518594 |
| 1995-03-01 | 353.695794621174 |
| 1995-04-01 | 354.588031165023 |
| 1995-05-01 | 355.017792301958 |
| 1995-06-01 | 357.077561638054 |
| 1995-07-01 | 358.639753989018 |
| 1995-08-01 | 359.681006190374 |
| 1995-09-01 | 360.828918189934 |
| 1995-10-01 | 360.447685031345 |
| 1995-11-01 | 363.104578610227 |
| 1995-12-01 | 363.915605935223 |
| 1996-01-01 | 366.395281154244 |
| 1996-02-01 | 367.470038666907 |
| 1996-03-01 | 367.848760235214 |
| 1996-04-01 | 367.533527368448 |
| 1996-05-01 | 368.323204230346 |
| 1996-06-01 | 364.645180432666 |
| 1996-07-01 | 367.292025256635 |
| 1996-08-01 | 368.172950864432 |
| 1996-09-01 | 367.169351985708 |
| 1996-10-01 | 373.687348258066 |
| 1996-11-01 | 373.835871189011 |
| 1996-12-01 | 374.829011653416 |
| 1997-01-01 | 373.659447665015 |
| 1997-02-01 | 374.259888443741 |
| 1997-03-01 | 375.507484871063 |
| 1997-04-01 | 377.357871119136 |
| 1997-05-01 | 378.127726992180 |
| 1997-06-01 | 379.218767467062 |
| 1997-07-01 | 376.832880626579 |
| 1997-08-01 | 378.516167699324 |
| 1997-09-01 | 378.189638003413 |
| 1997-10-01 | 379.166547979693 |
| 1997-11-01 | 378.054715508776 |
| 1997-12-01 | 378.853623269050 |
| 1998-01-01 | 380.478733698812 |
| 1998-02-01 | 380.036298887842 |
| 1998-03-01 | 380.697186086050 |
| 1998-04-01 | 381.675770922872 |
| 1998-05-01 | 383.994070750027 |
| 1998-06-01 | 384.568420504810 |
| 1998-07-01 | 384.909795068542 |
| 1998-08-01 | 386.451480701925 |
| 1998-09-01 | 386.513200289705 |
| 1998-10-01 | 385.851885338061 |
| 1998-11-01 | 386.879612893249 |
| 1998-12-01 | 387.646944146286 |
| 1999-01-01 | 388.038351389500 |
| 1999-02-01 | 389.767010149525 |
| 1999-03-01 | 389.830626311751 |
| 1999-04-01 | 388.630500651528 |
| 1999-05-01 | 388.676075208250 |
| 1999-06-01 | 388.118928863185 |
| 1999-07-01 | 389.936509366516 |
| 1999-08-01 | 388.752320046202 |
| 1999-09-01 | 390.257672457134 |
| 1999-10-01 | 391.696488616072 |
| 1999-11-01 | 392.622426804368 |
| 1999-12-01 | 393.100027088975 |
| 2000-01-01 | 392.462278156548 |
| 2000-02-01 | 394.196389186002 |
| 2000-03-01 | 394.274410521591 |
| 2000-04-01 | 395.349543578566 |
| 2000-05-01 | 395.038798519445 |
| 2000-06-01 | 395.950167089881 |
| 2000-07-01 | 399.227483418141 |
| 2000-08-01 | 401.213713583252 |
| 2000-09-01 | 402.989734825254 |
| 2000-10-01 | 399.145270944338 |
| 2000-11-01 | 400.527970226944 |
| 2000-12-01 | 402.282972898154 |
| 2001-01-01 | 404.710575711532 |
| 2001-02-01 | 405.787022609328 |
| 2001-03-01 | 406.541028497378 |
| 2001-04-01 | 406.625491877138 |
| 2001-05-01 | 407.894535925729 |
| 2001-06-01 | 407.907626334177 |
| 2001-07-01 | 407.305391221415 |
| 2001-08-01 | 406.919150116214 |
| 2001-09-01 | 406.067394148544 |
| 2001-10-01 | 407.990668276704 |
| 2001-11-01 | 408.658085434872 |
| 2001-12-01 | 406.470150328305 |
| 2002-01-01 | 408.315676503249 |
| 2002-02-01 | 407.707832352835 |
| 2002-03-01 | 407.400869629475 |
| 2002-04-01 | 410.804251596665 |
| 2002-05-01 | 413.851452500435 |
| 2002-06-01 | 413.232648828002 |
| 2002-07-01 | 411.759124138531 |
| 2002-08-01 | 413.192287647058 |
| 2002-09-01 | 414.032813101170 |
| 2002-10-01 | 414.484489913051 |
| 2002-11-01 | 415.640377967184 |
| 2002-12-01 | 416.629019562722 |
| 2003-01-01 | 417.557686475927 |
| 2003-02-01 | 417.870304186708 |
| 2003-03-01 | 418.617478951281 |
| 2003-04-01 | 419.948764409240 |
| 2003-05-01 | 421.159575467967 |
| 2003-06-01 | 422.503282337910 |
| 2003-07-01 | 423.427050103837 |
| 2003-08-01 | 425.007156635897 |
| 2003-09-01 | 426.226211422499 |
| 2003-10-01 | 427.183694445555 |
| 2003-11-01 | 428.820220286956 |
| 2003-12-01 | 430.433527748210 |
| 2004-01-01 | 432.948411421268 |
| 2004-02-01 | 434.812973274940 |
| 2004-03-01 | 434.456167285284 |
| 2004-04-01 | 431.533264895502 |
| 2004-05-01 | 433.912747843483 |
| 2004-06-01 | 432.595297803501 |
| 2004-07-01 | 437.242540878236 |
| 2004-08-01 | 437.620151681588 |
| 2004-09-01 | 438.458556709427 |
| 2004-10-01 | 439.813839174273 |
| 2004-11-01 | 440.172459359652 |
| 2004-12-01 | 441.686921844437 |
| 2005-01-01 | 439.623683169248 |
| 2005-02-01 | 440.356533493968 |
| 2005-03-01 | 442.330807217615 |
| 2005-04-01 | 444.243801337374 |
| 2005-05-01 | 443.918166787829 |
| 2005-06-01 | 445.128669273272 |
| 2005-07-01 | 445.824696858161 |
| 2005-08-01 | 445.529910989360 |
| 2005-09-01 | 446.948229913171 |
| 2005-10-01 | 447.058645695092 |
| 2005-11-01 | 448.258610758608 |
| 2005-12-01 | 450.534229629296 |
| 2006-01-01 | 451.802441311829 |
| 2006-02-01 | 454.145287291766 |
| 2006-03-01 | 454.795228807384 |
| 2006-04-01 | 454.945796473170 |
| 2006-05-01 | 456.649675929931 |
| 2006-06-01 | 457.469726024656 |
| 2006-07-01 | 456.525695041877 |
| 2006-08-01 | 458.493001138536 |
| 2006-09-01 | 458.846125705466 |
| 2006-10-01 | 460.530341749727 |
| 2006-11-01 | 461.644827263846 |
| 2006-12-01 | 463.095025283209 |
| 2007-01-01 | 462.685888512032 |
| 2007-02-01 | 462.819486308073 |
| 2007-03-01 | 464.537659974567 |
| 2007-04-01 | 465.237068609072 |
| 2007-05-01 | 465.554184097166 |
| 2007-06-01 | 466.657709968844 |
| 2007-07-01 | 467.680228575281 |
| 2007-08-01 | 468.650807878304 |
| 2007-09-01 | 469.812241459968 |
| 2007-10-01 | 471.104204589822 |
| 2007-11-01 | 471.880359037044 |
| 2007-12-01 | 472.091622509454 |
| 2008-01-01 | 473.313347218790 |
| 2008-02-01 | 474.433958429055 |
| 2008-03-01 | 475.319287030491 |
| 2008-04-01 | 475.993723906282 |
| 2008-05-01 | 474.581215441879 |
| 2008-06-01 | 475.808759457776 |
| 2008-07-01 | 475.557699604491 |
| 2008-08-01 | 475.001373093479 |
| 2008-09-01 | 472.058078927262 |
| 2008-10-01 | 470.652499150069 |
| 2008-11-01 | 468.131831357617 |
| 2008-12-01 | 466.310095359881 |
| 2009-01-01 | 463.364817093544 |
| 2009-02-01 | 460.413104625299 |
| 2009-03-01 | 457.904028579906 |
| 2009-04-01 | 453.555232021981 |
| 2009-05-01 | 455.379117966497 |
| 2009-06-01 | 453.591855159611 |
| 2009-07-01 | 452.721776902275 |
| 2009-08-01 | 451.331036172612 |
| 2009-09-01 | 451.636047976490 |
| 2009-10-01 | 453.655922381247 |
| 2009-11-01 | 450.719186804023 |
| 2009-12-01 | 450.405453406359 |
| 2010-01-01 | 449.874933866247 |
| 2010-02-01 | 449.990925404174 |
| 2010-03-01 | 449.855619378505 |
| 2010-04-01 | 452.798974100718 |
| 2010-05-01 | 453.001053529193 |
| 2010-06-01 | 454.643521906748 |
| 2010-07-01 | 455.528138206497 |
| 2010-08-01 | 456.377484147589 |
| 2010-09-01 | 457.553079124039 |
| 2010-10-01 | 457.759434669592 |
| 2010-11-01 | 457.225221933346 |
| 2010-12-01 | 459.895851593179 |
| 2011-01-01 | 462.182458428723 |
| 2011-02-01 | 463.327123811768 |
| 2011-03-01 | 463.519222299562 |
| 2011-04-01 | 464.032886216583 |
| 2011-05-01 | 464.717451324055 |
| 2011-06-01 | 464.693652920904 |
| 2011-07-01 | 466.572296259428 |
| 2011-08-01 | 468.486557893741 |
| 2011-09-01 | 472.661520804874 |
| 2011-10-01 | 471.727914526808 |
| 2011-11-01 | 474.537153281124 |
| 2011-12-01 | 474.780417503226 |
| 2012-01-01 | 478.232168253752 |
| 2012-02-01 | 479.326295321334 |
| 2012-03-01 | 481.708606208283 |
| 2012-04-01 | 485.310613128648 |
| 2012-05-01 | 487.736900201466 |
| 2012-06-01 | 491.232613443640 |
| 2012-07-01 | 490.101906458808 |
| 2012-08-01 | 492.821007384342 |
| 2012-09-01 | 494.980278876186 |
| 2012-10-01 | 496.448990564697 |
| 2012-11-01 | 499.211594846142 |
| 2012-12-01 | 501.858834363759 |
| 2013-01-01 | 503.107546622020 |
| 2013-02-01 | 505.541366393217 |
| 2013-03-01 | 507.572373209952 |
| 2013-04-01 | 509.450995953215 |
| 2013-05-01 | 512.933407799899 |
| 2013-06-01 | 516.526697244089 |
| 2013-07-01 | 518.256561380926 |
| 2013-08-01 | 518.923729133367 |
| 2013-09-01 | 520.803083770742 |
| 2013-10-01 | 522.891193226206 |
| 2013-11-01 | 525.559512974797 |
| 2013-12-01 | 527.838784397759 |
| 2014-01-01 | 531.307440160295 |
| 2014-02-01 | 534.029057505397 |
| 2014-03-01 | 536.247623012788 |
| 2014-04-01 | 535.624760778745 |
| 2014-05-01 | 539.360372653084 |
| 2014-06-01 | 540.375729582982 |
| 2014-07-01 | 542.492932199945 |
| 2014-08-01 | 545.615998310401 |
| 2014-09-01 | 546.772488246139 |
| 2014-10-01 | 548.079932466993 |
| 2014-11-01 | 550.377777109082 |
| 2014-12-01 | 551.271336139737 |
| 2015-01-01 | 554.620228529952 |
| 2015-02-01 | 557.533379401115 |
| 2015-03-01 | 558.607242248048 |
| 2015-04-01 | 559.337628131184 |
| 2015-05-01 | 561.451932297598 |
| 2015-06-01 | 563.687533282477 |
| 2015-07-01 | 568.781299193011 |
| 2015-08-01 | 569.580226899294 |
| 2015-09-01 | 571.747288693241 |
| 2015-10-01 | 575.583261081632 |
| 2015-11-01 | 576.260988136066 |
| 2015-12-01 | 579.437544299660 |
| 2016-01-01 | 581.198630245140 |
| 2016-02-01 | 583.332706600234 |
| 2016-03-01 | 583.635030797710 |
| 2016-04-01 | 586.262185585305 |
| 2016-05-01 | 586.672179409403 |
| 2016-06-01 | 588.391006676002 |
| 2016-07-01 | 590.060307312968 |
| 2016-08-01 | 591.517415950349 |
| 2016-09-01 | 595.001910724845 |
| 2016-10-01 | 595.457262332339 |
| 2016-11-01 | 596.590820026432 |
| 2016-12-01 | 597.461935010899 |
| 2017-01-01 | 598.726618989081 |
| 2017-02-01 | 599.815820279527 |
| 2017-03-01 | 602.889707533040 |
| 2017-04-01 | 604.110497784163 |
| 2017-05-01 | 605.363786786529 |
| 2017-06-01 | 607.537578586235 |
| 2017-07-01 | 609.067488338408 |
| 2017-08-01 | 609.361741105857 |
| 2017-09-01 | 610.095922819249 |
| 2017-10-01 | 610.806812613952 |
| 2017-11-01 | 611.718712967281 |
| 2017-12-01 | 613.013341742621 |
| 2018-01-01 | 613.151345959127 |
| 2018-02-01 | 614.344454497033 |
| 2018-03-01 | 613.985835719818 |
| 2018-04-01 | 616.045385909832 |
| 2018-05-01 | 616.190158211422 |
| 2018-06-01 | 616.386353160426 |
| 2018-07-01 | 616.489032464402 |
| 2018-08-01 | 617.652705227616 |
| 2018-09-01 | 617.769623734226 |
| 2018-10-01 | 618.386363810989 |
| 2018-11-01 | 618.909831629436 |
| 2018-12-01 | 620.221106844758 |
| 2019-01-01 | 620.362996423167 |
| 2019-02-01 | 622.370611269788 |
| 2019-03-01 | 623.196171454794 |
| 2019-04-01 | 623.026755274334 |
| 2019-05-01 | 624.143782653871 |
| 2019-06-01 | 625.026221610796 |
| 2019-07-01 | 623.293321453555 |
| 2019-08-01 | 623.471793900690 |
| 2019-09-01 | 625.748638642283 |
| 2019-10-01 | 627.933388963810 |
| 2019-11-01 | 629.018148689839 |
| 2019-12-01 | 629.093834438141 |
| 2020-01-01 | 630.235750878588 |
| 2020-02-01 | 632.011227520033 |
| 2020-03-01 | 607.881691178229 |
| 2020-04-01 | 336.573885790657 |
| 2020-05-01 | 354.743547018739 |
| 2020-06-01 | 415.761759227672 |
| 2020-07-01 | 410.939182638815 |
| 2020-08-01 | 414.675939308030 |
| 2020-09-01 | 430.282459583051 |
| 2020-10-01 | 446.906128620577 |
| 2020-11-01 | 452.796344478742 |
| 2020-12-01 | 410.247915643569 |
| 2021-01-01 | 388.567621817062 |
| 2021-02-01 | 439.623928846665 |
| 2021-03-01 | 454.039126807320 |
| 2021-04-01 | 479.910133880037 |
| 2021-05-01 | 494.047487194758 |
| 2021-06-01 | 511.701175514706 |
| 2021-07-01 | 535.969900043494 |
| 2021-08-01 | 543.754794993658 |
| 2021-09-01 | 549.950265448564 |
| 2021-10-01 | 558.510238663844 |
| 2021-11-01 | 562.960796786689 |
| 2021-12-01 | 568.599828459902 |
| 2022-01-01 | 563.252700140351 |
| 2022-02-01 | 575.284120906753 |
| 2022-03-01 | 578.781791484719 |
| 2022-04-01 | 582.465075869330 |
| 2022-05-01 | 584.908385283904 |
| 2022-06-01 | 590.727723699763 |
| 2022-07-01 | 594.135316815701 |
| 2022-08-01 | 596.181317773273 |
| 2022-09-01 | 599.631724755665 |
| 2022-10-01 | 599.904576716279 |
| 2022-11-01 | 603.212591147961 |
| 2022-12-01 | 603.675895581932 |
| 2023-01-01 | 603.380141602117 |
| 2023-02-01 | 608.558969906841 |
| 2023-03-01 | 611.555243222210 |
| 2023-04-01 | 608.814635893541 |
| 2023-05-01 | 611.753591641223 |
| 2023-06-01 | 613.905749923687 |
| 2023-07-01 | 615.418262581050 |
| 2023-08-01 | 617.708949905280 |
| 2023-09-01 | 618.786724262002 |
| 2023-10-01 | 617.140758240926 |
| 2023-11-01 | 617.359638698941 |
| 2023-12-01 | 618.298812463259 |
| 2024-01-01 | 617.395888228139 |
| 2024-02-01 | 614.618430931192 |
| 2024-03-01 | 612.230022955739 |
| 2024-04-01 | 612.051598995406 |
| 2024-05-01 | 610.591094004697 |
| 2024-06-01 | 609.350526508999 |
| 2024-07-01 | 610.553007956140 |
| 2024-08-01 | 609.547521687089 |
| 2024-09-01 | 610.931361095951 |
| 2024-10-01 | 614.209642087120 |
| 2024-11-01 | 613.274392905466 |
| 2024-12-01 | 612.104529247703 |
| 2025-01-01 | 604.733675368029 |
| 2025-02-01 | 605.929538088412 |
| 2025-03-01 | 608.153413079555 |
| 2025-04-01 | 610.234359800399 |
| 2025-05-01 | 611.224486505658 |
| 2025-06-01 | 609.517220327601 |
| 2025-07-01 | 605.803350722443 |
| 2025-08-01 | 610.138264622306 |
| 2025-09-01 | 608.413245758429 |
| 2025-10-01 | 611.013120065576 |
| 2025-11-01 | 612.046925221942 |
| 2025-12-01 | 614.744567269046 |
| 2026-01-01 | 618.874314622244 |
| 2026-02-01 | 619.648517739638 |
| 2026-03-01 | 618.327296504917 |
| 2026-04-01 | 619.868259895228 |
| 2026-05-01 | 621.410629846211 |
| 2026-06-01 | 624.122968514725 |