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 2026-05-01 |
| Last Updated | 2026-06-24 10:49 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 | 357.009520189552 |
| 1990-02-01 | 356.401278669825 |
| 1990-03-01 | 355.083292575644 |
| 1990-04-01 | 354.137875841027 |
| 1990-05-01 | 352.771710859547 |
| 1990-06-01 | 353.910746194101 |
| 1990-07-01 | 355.874232044842 |
| 1990-08-01 | 354.652473607032 |
| 1990-09-01 | 354.568093355560 |
| 1990-10-01 | 355.440804657502 |
| 1990-11-01 | 356.273349637891 |
| 1990-12-01 | 352.267270323146 |
| 1991-01-01 | 354.490185105902 |
| 1991-02-01 | 352.871479402975 |
| 1991-03-01 | 350.316081498268 |
| 1991-04-01 | 357.238326131828 |
| 1991-05-01 | 356.477721152022 |
| 1991-06-01 | 356.106446073241 |
| 1991-07-01 | 356.892971548977 |
| 1991-08-01 | 356.316731146232 |
| 1991-09-01 | 355.857093077280 |
| 1991-10-01 | 355.419881324012 |
| 1991-11-01 | 356.415873898907 |
| 1991-12-01 | 355.162768829377 |
| 1992-01-01 | 348.364192698760 |
| 1992-02-01 | 348.405866731350 |
| 1992-03-01 | 345.794600971310 |
| 1992-04-01 | 349.916010635746 |
| 1992-05-01 | 347.374045845745 |
| 1992-06-01 | 346.039195452381 |
| 1992-07-01 | 355.071105035646 |
| 1992-08-01 | 354.543485539249 |
| 1992-09-01 | 354.253203938790 |
| 1992-10-01 | 354.220744871462 |
| 1992-11-01 | 353.628917533614 |
| 1992-12-01 | 353.090585882992 |
| 1993-01-01 | 350.443455181177 |
| 1993-02-01 | 350.453417749961 |
| 1993-03-01 | 349.079859930973 |
| 1993-04-01 | 348.456141737125 |
| 1993-05-01 | 348.281284737839 |
| 1993-06-01 | 349.017704061796 |
| 1993-07-01 | 348.428503963222 |
| 1993-08-01 | 348.831920796279 |
| 1993-09-01 | 349.307270668563 |
| 1993-10-01 | 349.012168413843 |
| 1993-11-01 | 348.341980215810 |
| 1993-12-01 | 349.878843786047 |
| 1994-01-01 | 349.649525433096 |
| 1994-02-01 | 349.968347716791 |
| 1994-03-01 | 350.883858511005 |
| 1994-04-01 | 350.872336312787 |
| 1994-05-01 | 350.985486904129 |
| 1994-06-01 | 350.600211076069 |
| 1994-07-01 | 350.457845340396 |
| 1994-08-01 | 351.010205191403 |
| 1994-09-01 | 351.534318291699 |
| 1994-10-01 | 351.562728830406 |
| 1994-11-01 | 351.843010665767 |
| 1994-12-01 | 352.156134600294 |
| 1995-01-01 | 353.124057092802 |
| 1995-02-01 | 353.618094634133 |
| 1995-03-01 | 353.696226859084 |
| 1995-04-01 | 354.588492397223 |
| 1995-05-01 | 355.018439530762 |
| 1995-06-01 | 357.078157856467 |
| 1995-07-01 | 358.639059172228 |
| 1995-08-01 | 359.680426381004 |
| 1995-09-01 | 360.828408381908 |
| 1995-10-01 | 360.447032088494 |
| 1995-11-01 | 363.104492299180 |
| 1995-12-01 | 363.915693498654 |
| 1996-01-01 | 366.395608791632 |
| 1996-02-01 | 367.470258676172 |
| 1996-03-01 | 367.848998996290 |
| 1996-04-01 | 367.533760995520 |
| 1996-05-01 | 368.323494032653 |
| 1996-06-01 | 364.645236332804 |
| 1996-07-01 | 367.291921109471 |
| 1996-08-01 | 368.172770534135 |
| 1996-09-01 | 367.169107409963 |
| 1996-10-01 | 373.686874362888 |
| 1996-11-01 | 373.835881249697 |
| 1996-12-01 | 374.829081820055 |
| 1997-01-01 | 373.659561777274 |
| 1997-02-01 | 374.260006643382 |
| 1997-03-01 | 375.507587479560 |
| 1997-04-01 | 377.357942512789 |
| 1997-05-01 | 378.127884245867 |
| 1997-06-01 | 379.218784194330 |
| 1997-07-01 | 376.832845693217 |
| 1997-08-01 | 378.516129326126 |
| 1997-09-01 | 378.189543886701 |
| 1997-10-01 | 379.166267326444 |
| 1997-11-01 | 378.054743647392 |
| 1997-12-01 | 378.853662763484 |
| 1998-01-01 | 380.478785066521 |
| 1998-02-01 | 380.036345836356 |
| 1998-03-01 | 380.697220165256 |
| 1998-04-01 | 381.675785403968 |
| 1998-05-01 | 383.994152234963 |
| 1998-06-01 | 384.568425067396 |
| 1998-07-01 | 384.909787721200 |
| 1998-08-01 | 386.451484703171 |
| 1998-09-01 | 386.513161662184 |
| 1998-10-01 | 385.851740698553 |
| 1998-11-01 | 386.879625465793 |
| 1998-12-01 | 387.646958352001 |
| 1999-01-01 | 388.038372493641 |
| 1999-02-01 | 389.767031711519 |
| 1999-03-01 | 389.830645338539 |
| 1999-04-01 | 388.630511244441 |
| 1999-05-01 | 388.676118389576 |
| 1999-06-01 | 388.118932488427 |
| 1999-07-01 | 389.936503834167 |
| 1999-08-01 | 388.752313412184 |
| 1999-09-01 | 390.257636613983 |
| 1999-10-01 | 391.696449791323 |
| 1999-11-01 | 392.622421466850 |
| 1999-12-01 | 393.100030859127 |
| 2000-01-01 | 392.462291015190 |
| 2000-02-01 | 394.196403406056 |
| 2000-03-01 | 394.274422186432 |
| 2000-04-01 | 395.349553035987 |
| 2000-05-01 | 395.038805971894 |
| 2000-06-01 | 395.950168858611 |
| 2000-07-01 | 399.227480338608 |
| 2000-08-01 | 401.213706213004 |
| 2000-09-01 | 402.989721668815 |
| 2000-10-01 | 399.145261702281 |
| 2000-11-01 | 400.527966289684 |
| 2000-12-01 | 402.282974603069 |
| 2001-01-01 | 404.710581645664 |
| 2001-02-01 | 405.787028694486 |
| 2001-03-01 | 406.541032946438 |
| 2001-04-01 | 406.625494851136 |
| 2001-05-01 | 407.894537367361 |
| 2001-06-01 | 407.907626577512 |
| 2001-07-01 | 407.305389907896 |
| 2001-08-01 | 406.919146526621 |
| 2001-09-01 | 406.067388641309 |
| 2001-10-01 | 407.990666495842 |
| 2001-11-01 | 408.658085535460 |
| 2001-12-01 | 406.470151257973 |
| 2002-01-01 | 408.315678580552 |
| 2002-02-01 | 407.707834231761 |
| 2002-03-01 | 407.400870933898 |
| 2002-04-01 | 410.804252271827 |
| 2002-05-01 | 413.851452728600 |
| 2002-06-01 | 413.232648888513 |
| 2002-07-01 | 411.759124004024 |
| 2002-08-01 | 413.192286472358 |
| 2002-09-01 | 414.032810068684 |
| 2002-10-01 | 414.484489749316 |
| 2002-11-01 | 415.640378472218 |
| 2002-12-01 | 416.629019721191 |
| 2003-01-01 | 417.557687226755 |
| 2003-02-01 | 417.870304886715 |
| 2003-03-01 | 418.617479469311 |
| 2003-04-01 | 419.948764726203 |
| 2003-05-01 | 421.159575737498 |
| 2003-06-01 | 422.503282566052 |
| 2003-07-01 | 423.427050330375 |
| 2003-08-01 | 425.007156037351 |
| 2003-09-01 | 426.226209433874 |
| 2003-10-01 | 427.183694267991 |
| 2003-11-01 | 428.820220518279 |
| 2003-12-01 | 430.433527767759 |
| 2004-01-01 | 432.948411916021 |
| 2004-02-01 | 434.812973783339 |
| 2004-03-01 | 434.456167612516 |
| 2004-04-01 | 431.533265058476 |
| 2004-05-01 | 433.912747960901 |
| 2004-06-01 | 432.595297845432 |
| 2004-07-01 | 437.242540818554 |
| 2004-08-01 | 437.620151536806 |
| 2004-09-01 | 438.458555800047 |
| 2004-10-01 | 439.813839101427 |
| 2004-11-01 | 440.172459435669 |
| 2004-12-01 | 441.686921807572 |
| 2005-01-01 | 439.623683410391 |
| 2005-02-01 | 440.356533780330 |
| 2005-03-01 | 442.330807364590 |
| 2005-04-01 | 444.243801382250 |
| 2005-05-01 | 443.918166818319 |
| 2005-06-01 | 445.128669263529 |
| 2005-07-01 | 445.824696784185 |
| 2005-08-01 | 445.529910877078 |
| 2005-09-01 | 446.948229779737 |
| 2005-10-01 | 447.058645604428 |
| 2005-11-01 | 448.258610747927 |
| 2005-12-01 | 450.534229676677 |
| 2006-01-01 | 451.802441387817 |
| 2006-02-01 | 454.145287390350 |
| 2006-03-01 | 454.795228835979 |
| 2006-04-01 | 454.945796464984 |
| 2006-05-01 | 456.649675909620 |
| 2006-06-01 | 457.469725996218 |
| 2006-07-01 | 456.525695009197 |
| 2006-08-01 | 458.493001130832 |
| 2006-09-01 | 458.846125693503 |
| 2006-10-01 | 460.530341762310 |
| 2006-11-01 | 461.644827277589 |
| 2006-12-01 | 463.095025303298 |
| 2007-01-01 | 462.685888552715 |
| 2007-02-01 | 462.819486376438 |
| 2007-03-01 | 464.537659923777 |
| 2007-04-01 | 465.237068608252 |
| 2007-05-01 | 465.554184046675 |
| 2007-06-01 | 466.657709859282 |
| 2007-07-01 | 467.680228474401 |
| 2007-08-01 | 468.650807879946 |
| 2007-09-01 | 469.812241509215 |
| 2007-10-01 | 471.104204678660 |
| 2007-11-01 | 471.880359196047 |
| 2007-12-01 | 472.091622516225 |
| 2008-01-01 | 473.313347265692 |
| 2008-02-01 | 474.433958539062 |
| 2008-03-01 | 475.319286995943 |
| 2008-04-01 | 475.993723946156 |
| 2008-05-01 | 474.581215302743 |
| 2008-06-01 | 475.808759126203 |
| 2008-07-01 | 475.557699250023 |
| 2008-08-01 | 475.001372926868 |
| 2008-09-01 | 472.058079187978 |
| 2008-10-01 | 470.652499579282 |
| 2008-11-01 | 468.131831817014 |
| 2008-12-01 | 466.310095160151 |
| 2009-01-01 | 463.364817337070 |
| 2009-02-01 | 460.413104915254 |
| 2009-03-01 | 457.904028471775 |
| 2009-04-01 | 453.555231863509 |
| 2009-05-01 | 455.379117478306 |
| 2009-06-01 | 453.591854249989 |
| 2009-07-01 | 452.721774627619 |
| 2009-08-01 | 451.331036575844 |
| 2009-09-01 | 451.636049445396 |
| 2009-10-01 | 453.655925985196 |
| 2009-11-01 | 450.719188847190 |
| 2009-12-01 | 450.405453090963 |
| 2010-01-01 | 449.874932853397 |
| 2010-02-01 | 449.990923446779 |
| 2010-03-01 | 449.855617023266 |
| 2010-04-01 | 452.798972549966 |
| 2010-05-01 | 453.001052551422 |
| 2010-06-01 | 454.643520527823 |
| 2010-07-01 | 455.528134124403 |
| 2010-08-01 | 456.377486556655 |
| 2010-09-01 | 457.553084682547 |
| 2010-10-01 | 457.759445909650 |
| 2010-11-01 | 457.225229095314 |
| 2010-12-01 | 459.895851313928 |
| 2011-01-01 | 462.182452481615 |
| 2011-02-01 | 463.327114042931 |
| 2011-03-01 | 463.519213040735 |
| 2011-04-01 | 464.032879745267 |
| 2011-05-01 | 464.717450197865 |
| 2011-06-01 | 464.693651472245 |
| 2011-07-01 | 466.572290066881 |
| 2011-08-01 | 468.486566084480 |
| 2011-09-01 | 472.661537759850 |
| 2011-10-01 | 471.727937661633 |
| 2011-11-01 | 474.537170047482 |
| 2011-12-01 | 474.780426508556 |
| 2012-01-01 | 478.232171944564 |
| 2012-02-01 | 479.326212598175 |
| 2012-03-01 | 481.708606207846 |
| 2012-04-01 | 485.310606606221 |
| 2012-05-01 | 487.736892477434 |
| 2012-06-01 | 491.232620302923 |
| 2012-07-01 | 490.101906856241 |
| 2012-08-01 | 492.821014503436 |
| 2012-09-01 | 494.980295375683 |
| 2012-10-01 | 496.449071845515 |
| 2012-11-01 | 499.211609655771 |
| 2012-12-01 | 501.858844515259 |
| 2013-01-01 | 503.107555462545 |
| 2013-02-01 | 505.541206595583 |
| 2013-03-01 | 507.572373603427 |
| 2013-04-01 | 509.450980952964 |
| 2013-05-01 | 512.933391029714 |
| 2013-06-01 | 516.526713011932 |
| 2013-07-01 | 518.256570719832 |
| 2013-08-01 | 518.923738990091 |
| 2013-09-01 | 520.803156953860 |
| 2013-10-01 | 522.891337166998 |
| 2013-11-01 | 525.559515031179 |
| 2013-12-01 | 527.838768137887 |
| 2014-01-01 | 531.307418643830 |
| 2014-02-01 | 534.028789026868 |
| 2014-03-01 | 536.247615252858 |
| 2014-04-01 | 535.624761336465 |
| 2014-05-01 | 539.360377631170 |
| 2014-06-01 | 540.375768520327 |
| 2014-07-01 | 542.492946630983 |
| 2014-08-01 | 545.615997249058 |
| 2014-09-01 | 546.772637681726 |
| 2014-10-01 | 548.080202496780 |
| 2014-11-01 | 550.377842088065 |
| 2014-12-01 | 551.271324108382 |
| 2015-01-01 | 554.620132090391 |
| 2015-02-01 | 557.532942495688 |
| 2015-03-01 | 558.607014394504 |
| 2015-04-01 | 559.337506720807 |
| 2015-05-01 | 561.451930074956 |
| 2015-06-01 | 563.687631748029 |
| 2015-07-01 | 568.781412004849 |
| 2015-08-01 | 569.580325323606 |
| 2015-09-01 | 571.747586803861 |
| 2015-10-01 | 575.583747826698 |
| 2015-11-01 | 576.261460653502 |
| 2015-12-01 | 579.437974684531 |
| 2016-01-01 | 581.197978975201 |
| 2016-02-01 | 583.332218732778 |
| 2016-03-01 | 583.634233456295 |
| 2016-04-01 | 586.261198298055 |
| 2016-05-01 | 586.671478059737 |
| 2016-06-01 | 588.391806751604 |
| 2016-07-01 | 590.060790043114 |
| 2016-08-01 | 591.516964433270 |
| 2016-09-01 | 595.002750199704 |
| 2016-10-01 | 595.458375723501 |
| 2016-11-01 | 596.592346306166 |
| 2016-12-01 | 597.463739181110 |
| 2017-01-01 | 598.726645388940 |
| 2017-02-01 | 599.816265072524 |
| 2017-03-01 | 602.887245077566 |
| 2017-04-01 | 604.106021119319 |
| 2017-05-01 | 605.358089919536 |
| 2017-06-01 | 607.539083095243 |
| 2017-07-01 | 609.068743470783 |
| 2017-08-01 | 609.362009714506 |
| 2017-09-01 | 610.099339486266 |
| 2017-10-01 | 610.810047154596 |
| 2017-11-01 | 611.723552937535 |
| 2017-12-01 | 613.017064485985 |
| 2018-01-01 | 613.154099192597 |
| 2018-02-01 | 614.346230314983 |
| 2018-03-01 | 613.981149716765 |
| 2018-04-01 | 616.034127260019 |
| 2018-05-01 | 616.166431839092 |
| 2018-06-01 | 616.389312834528 |
| 2018-07-01 | 616.492464053366 |
| 2018-08-01 | 617.657401222852 |
| 2018-09-01 | 617.780548553236 |
| 2018-10-01 | 618.395678923344 |
| 2018-11-01 | 618.920303154972 |
| 2018-12-01 | 620.227608238194 |
| 2019-01-01 | 620.368466883064 |
| 2019-02-01 | 622.373019046104 |
| 2019-03-01 | 623.189519249673 |
| 2019-04-01 | 623.011182381716 |
| 2019-05-01 | 624.074916677427 |
| 2019-06-01 | 625.034212481962 |
| 2019-07-01 | 623.299009248919 |
| 2019-08-01 | 623.476936428587 |
| 2019-09-01 | 625.799845347851 |
| 2019-10-01 | 627.943972445924 |
| 2019-11-01 | 629.035006551149 |
| 2019-12-01 | 629.099808121818 |
| 2020-01-01 | 630.243415186702 |
| 2020-02-01 | 632.016397849523 |
| 2020-03-01 | 607.860901659170 |
| 2020-04-01 | 336.548934601468 |
| 2020-05-01 | 354.633268454848 |
| 2020-06-01 | 415.772007199562 |
| 2020-07-01 | 410.941318411605 |
| 2020-08-01 | 414.673466083278 |
| 2020-09-01 | 430.416174731559 |
| 2020-10-01 | 446.910622229357 |
| 2020-11-01 | 452.815005713813 |
| 2020-12-01 | 410.252739003456 |
| 2021-01-01 | 388.574859809082 |
| 2021-02-01 | 439.625566600694 |
| 2021-03-01 | 453.997829936616 |
| 2021-04-01 | 479.873112950388 |
| 2021-05-01 | 493.902926429633 |
| 2021-06-01 | 511.708833895930 |
| 2021-07-01 | 535.969218793800 |
| 2021-08-01 | 543.749945523266 |
| 2021-09-01 | 550.172665039780 |
| 2021-10-01 | 558.510034356965 |
| 2021-11-01 | 562.985653974121 |
| 2021-12-01 | 568.604272730114 |
| 2022-01-01 | 563.254708007663 |
| 2022-02-01 | 575.274971683846 |
| 2022-03-01 | 578.710691306240 |
| 2022-04-01 | 582.405854614807 |
| 2022-05-01 | 584.754542075753 |
| 2022-06-01 | 590.727454603621 |
| 2022-07-01 | 594.127875712220 |
| 2022-08-01 | 596.183649966749 |
| 2022-09-01 | 599.927986789580 |
| 2022-10-01 | 599.909117430679 |
| 2022-11-01 | 603.250061476476 |
| 2022-12-01 | 603.692271300157 |
| 2023-01-01 | 603.367947548769 |
| 2023-02-01 | 608.530196699382 |
| 2023-03-01 | 611.461133634533 |
| 2023-04-01 | 608.718186060701 |
| 2023-05-01 | 611.566858978299 |
| 2023-06-01 | 613.923817385865 |
| 2023-07-01 | 615.416125352666 |
| 2023-08-01 | 617.728487479925 |
| 2023-09-01 | 619.121694353903 |
| 2023-10-01 | 617.165089835922 |
| 2023-11-01 | 617.419302836241 |
| 2023-12-01 | 618.329278212508 |
| 2024-01-01 | 617.365398454907 |
| 2024-02-01 | 614.570363011905 |
| 2024-03-01 | 612.107392155352 |
| 2024-04-01 | 611.892428101278 |
| 2024-05-01 | 610.355772074736 |
| 2024-06-01 | 609.453334590827 |
| 2024-07-01 | 610.553151883212 |
| 2024-08-01 | 609.582573096201 |
| 2024-09-01 | 611.282196565010 |
| 2024-10-01 | 614.255933919842 |
| 2024-11-01 | 613.350392963063 |
| 2024-12-01 | 612.151327975644 |
| 2025-01-01 | 604.685984602594 |
| 2025-02-01 | 605.861680005411 |
| 2025-03-01 | 608.016316961013 |
| 2025-04-01 | 610.010777238487 |
| 2025-05-01 | 610.919629399964 |
| 2025-06-01 | 609.724520040460 |
| 2025-07-01 | 605.815850025360 |
| 2025-08-01 | 610.194846329545 |
| 2025-09-01 | 608.740316691562 |
| 2025-10-01 | 611.087330781395 |
| 2025-11-01 | 612.139407948469 |
| 2025-12-01 | 614.799908025622 |
| 2026-01-01 | 618.811936655121 |
| 2026-02-01 | 619.563562824358 |
| 2026-03-01 | 618.177568074627 |
| 2026-04-01 | 619.589051421903 |
| 2026-05-01 | 620.739732539515 |