Table Data - All Employees: Leisure and Hospitality in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Leisure and Hospitality in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310807000000001SA |
| 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 | 438.748549767775 |
| 1990-02-01 | 436.756166250420 |
| 1990-03-01 | 436.005754213814 |
| 1990-04-01 | 431.105485204515 |
| 1990-05-01 | 430.831979566085 |
| 1990-06-01 | 431.942993626608 |
| 1990-07-01 | 435.011661538941 |
| 1990-08-01 | 433.242088811255 |
| 1990-09-01 | 433.339840719781 |
| 1990-10-01 | 433.982633297592 |
| 1990-11-01 | 434.788282329459 |
| 1990-12-01 | 432.143035158058 |
| 1991-01-01 | 435.018809442223 |
| 1991-02-01 | 432.699776820393 |
| 1991-03-01 | 431.630057986633 |
| 1991-04-01 | 435.906525520733 |
| 1991-05-01 | 435.266106008005 |
| 1991-06-01 | 434.587148619640 |
| 1991-07-01 | 434.937351718739 |
| 1991-08-01 | 434.637853894548 |
| 1991-09-01 | 433.484505784611 |
| 1991-10-01 | 433.821969466974 |
| 1991-11-01 | 434.851642116238 |
| 1991-12-01 | 431.797748114195 |
| 1992-01-01 | 426.784526445292 |
| 1992-02-01 | 426.579047750075 |
| 1992-03-01 | 424.305425501024 |
| 1992-04-01 | 424.986073046565 |
| 1992-05-01 | 422.465600613710 |
| 1992-06-01 | 420.178649751296 |
| 1992-07-01 | 429.581016548861 |
| 1992-08-01 | 428.666709572428 |
| 1992-09-01 | 428.096854683338 |
| 1992-10-01 | 425.755697766221 |
| 1992-11-01 | 425.652073545395 |
| 1992-12-01 | 424.410865365483 |
| 1993-01-01 | 423.970159235048 |
| 1993-02-01 | 424.464752522913 |
| 1993-03-01 | 423.068829324664 |
| 1993-04-01 | 422.499253458069 |
| 1993-05-01 | 423.118088160973 |
| 1993-06-01 | 425.598135295504 |
| 1993-07-01 | 423.873598435025 |
| 1993-08-01 | 423.608626933159 |
| 1993-09-01 | 424.180078314294 |
| 1993-10-01 | 425.353863467726 |
| 1993-11-01 | 424.272827356193 |
| 1993-12-01 | 426.653312265785 |
| 1994-01-01 | 424.162708851996 |
| 1994-02-01 | 425.670806486857 |
| 1994-03-01 | 426.178916973843 |
| 1994-04-01 | 425.232508616225 |
| 1994-05-01 | 425.332179706153 |
| 1994-06-01 | 425.532711600385 |
| 1994-07-01 | 426.450525788202 |
| 1994-08-01 | 426.709568351316 |
| 1994-09-01 | 427.619635498135 |
| 1994-10-01 | 426.852202886794 |
| 1994-11-01 | 426.815738498487 |
| 1994-12-01 | 426.995501268874 |
| 1995-01-01 | 428.667898525979 |
| 1995-02-01 | 429.649702515552 |
| 1995-03-01 | 429.874200642666 |
| 1995-04-01 | 428.645483429715 |
| 1995-05-01 | 429.912823650838 |
| 1995-06-01 | 432.364725262493 |
| 1995-07-01 | 432.521389960370 |
| 1995-08-01 | 435.596570307887 |
| 1995-09-01 | 436.250826783733 |
| 1995-10-01 | 435.648866116839 |
| 1995-11-01 | 438.406547762693 |
| 1995-12-01 | 440.202463624239 |
| 1996-01-01 | 442.954354962747 |
| 1996-02-01 | 443.392704367913 |
| 1996-03-01 | 443.437766268274 |
| 1996-04-01 | 443.938774688953 |
| 1996-05-01 | 445.007134635219 |
| 1996-06-01 | 442.721452303078 |
| 1996-07-01 | 443.865578440400 |
| 1996-08-01 | 444.320535153491 |
| 1996-09-01 | 443.134958794618 |
| 1996-10-01 | 451.677806238587 |
| 1996-11-01 | 451.228430763097 |
| 1996-12-01 | 452.023867155159 |
| 1997-01-01 | 454.053357092867 |
| 1997-02-01 | 452.983718564090 |
| 1997-03-01 | 455.028694334698 |
| 1997-04-01 | 458.005244771267 |
| 1997-05-01 | 458.558737824650 |
| 1997-06-01 | 461.811820841869 |
| 1997-07-01 | 455.163190855424 |
| 1997-08-01 | 457.285216714348 |
| 1997-09-01 | 456.279538964801 |
| 1997-10-01 | 457.720153634104 |
| 1997-11-01 | 457.963867660637 |
| 1997-12-01 | 459.061068039998 |
| 1998-01-01 | 457.955579440279 |
| 1998-02-01 | 458.047904298286 |
| 1998-03-01 | 458.619853224441 |
| 1998-04-01 | 461.980775496567 |
| 1998-05-01 | 464.325854106053 |
| 1998-06-01 | 466.831576637849 |
| 1998-07-01 | 467.202863990994 |
| 1998-08-01 | 468.794400363448 |
| 1998-09-01 | 469.433271569087 |
| 1998-10-01 | 469.673133004326 |
| 1998-11-01 | 470.359898788695 |
| 1998-12-01 | 471.467400673661 |
| 1999-01-01 | 472.267907026659 |
| 1999-02-01 | 474.262061737434 |
| 1999-03-01 | 475.075143966317 |
| 1999-04-01 | 472.571623447628 |
| 1999-05-01 | 474.024736613535 |
| 1999-06-01 | 472.323804986786 |
| 1999-07-01 | 473.837654308633 |
| 1999-08-01 | 472.804320114376 |
| 1999-09-01 | 475.902117290182 |
| 1999-10-01 | 475.891091007330 |
| 1999-11-01 | 477.936986617194 |
| 1999-12-01 | 479.743925020884 |
| 2000-01-01 | 479.068914255175 |
| 2000-02-01 | 481.220340301417 |
| 2000-03-01 | 482.334484149152 |
| 2000-04-01 | 481.090856052493 |
| 2000-05-01 | 482.552095385280 |
| 2000-06-01 | 484.104939461533 |
| 2000-07-01 | 486.641296670834 |
| 2000-08-01 | 489.302772417661 |
| 2000-09-01 | 492.310087798922 |
| 2000-10-01 | 490.112107612395 |
| 2000-11-01 | 489.984131043932 |
| 2000-12-01 | 492.835254568648 |
| 2001-01-01 | 500.249990053398 |
| 2001-02-01 | 499.745456571627 |
| 2001-03-01 | 500.638658401747 |
| 2001-04-01 | 503.526597434860 |
| 2001-05-01 | 502.004473679690 |
| 2001-06-01 | 504.894111136610 |
| 2001-07-01 | 503.341850381244 |
| 2001-08-01 | 504.329297833252 |
| 2001-09-01 | 502.959835492034 |
| 2001-10-01 | 505.918077829959 |
| 2001-11-01 | 506.478288787582 |
| 2001-12-01 | 504.597310721726 |
| 2002-01-01 | 505.784749737304 |
| 2002-02-01 | 505.474501292017 |
| 2002-03-01 | 507.044351089236 |
| 2002-04-01 | 508.224899254607 |
| 2002-05-01 | 509.653116882830 |
| 2002-06-01 | 508.733858598290 |
| 2002-07-01 | 510.766584972011 |
| 2002-08-01 | 511.870246546084 |
| 2002-09-01 | 514.503592599722 |
| 2002-10-01 | 512.901583715677 |
| 2002-11-01 | 511.586399038745 |
| 2002-12-01 | 513.298629111252 |
| 2003-01-01 | 514.474391104208 |
| 2003-02-01 | 515.047176522134 |
| 2003-03-01 | 514.835678872924 |
| 2003-04-01 | 516.975874891310 |
| 2003-05-01 | 519.060512896375 |
| 2003-06-01 | 520.914621560622 |
| 2003-07-01 | 522.174137951112 |
| 2003-08-01 | 524.030816669641 |
| 2003-09-01 | 525.085920303570 |
| 2003-10-01 | 526.627189948694 |
| 2003-11-01 | 527.984008980381 |
| 2003-12-01 | 529.051230728497 |
| 2004-01-01 | 533.089522305793 |
| 2004-02-01 | 535.259629430932 |
| 2004-03-01 | 535.178019194832 |
| 2004-04-01 | 531.745667797072 |
| 2004-05-01 | 534.287676397209 |
| 2004-06-01 | 532.753197069633 |
| 2004-07-01 | 536.667125136539 |
| 2004-08-01 | 536.747119676013 |
| 2004-09-01 | 537.139055277199 |
| 2004-10-01 | 537.811498056395 |
| 2004-11-01 | 538.319007519181 |
| 2004-12-01 | 539.023227968057 |
| 2005-01-01 | 536.499801775368 |
| 2005-02-01 | 537.407983917042 |
| 2005-03-01 | 539.284838945821 |
| 2005-04-01 | 540.976032640147 |
| 2005-05-01 | 540.811148187246 |
| 2005-06-01 | 542.134156178590 |
| 2005-07-01 | 542.583820149552 |
| 2005-08-01 | 542.945987623935 |
| 2005-09-01 | 544.583992300364 |
| 2005-10-01 | 544.752932445785 |
| 2005-11-01 | 547.303566986176 |
| 2005-12-01 | 549.312044380949 |
| 2006-01-01 | 550.991533821309 |
| 2006-02-01 | 552.734774987523 |
| 2006-03-01 | 553.855955268559 |
| 2006-04-01 | 554.206511987336 |
| 2006-05-01 | 556.510487012285 |
| 2006-06-01 | 557.958568268685 |
| 2006-07-01 | 555.956407420108 |
| 2006-08-01 | 559.267567402933 |
| 2006-09-01 | 559.866690826535 |
| 2006-10-01 | 562.411223555209 |
| 2006-11-01 | 562.729344816250 |
| 2006-12-01 | 564.803864467150 |
| 2007-01-01 | 564.947288205112 |
| 2007-02-01 | 565.220314215922 |
| 2007-03-01 | 566.417741394222 |
| 2007-04-01 | 567.562955601415 |
| 2007-05-01 | 568.538101679266 |
| 2007-06-01 | 570.125633925612 |
| 2007-07-01 | 570.435409440373 |
| 2007-08-01 | 571.211881954666 |
| 2007-09-01 | 571.629836102317 |
| 2007-10-01 | 574.526716829929 |
| 2007-11-01 | 575.567242654162 |
| 2007-12-01 | 576.140688456560 |
| 2008-01-01 | 577.312277656679 |
| 2008-02-01 | 578.726606522041 |
| 2008-03-01 | 580.253424144647 |
| 2008-04-01 | 580.776652922812 |
| 2008-05-01 | 580.333620687871 |
| 2008-06-01 | 580.709506098188 |
| 2008-07-01 | 580.775242039447 |
| 2008-08-01 | 578.951713290480 |
| 2008-09-01 | 576.409894020792 |
| 2008-10-01 | 573.540505169623 |
| 2008-11-01 | 571.564599930071 |
| 2008-12-01 | 569.570709579035 |
| 2009-01-01 | 565.580503073233 |
| 2009-02-01 | 561.863075129786 |
| 2009-03-01 | 559.085978210411 |
| 2009-04-01 | 554.276809232200 |
| 2009-05-01 | 556.574446650245 |
| 2009-06-01 | 552.734432853443 |
| 2009-07-01 | 551.334899179015 |
| 2009-08-01 | 550.139119332280 |
| 2009-09-01 | 551.083484809932 |
| 2009-10-01 | 551.812978494439 |
| 2009-11-01 | 549.631058436688 |
| 2009-12-01 | 548.992036537201 |
| 2010-01-01 | 547.983237323378 |
| 2010-02-01 | 547.604423537044 |
| 2010-03-01 | 547.104342753237 |
| 2010-04-01 | 550.901681350185 |
| 2010-05-01 | 551.399522842341 |
| 2010-06-01 | 552.631540314019 |
| 2010-07-01 | 553.703810333872 |
| 2010-08-01 | 554.933394263415 |
| 2010-09-01 | 555.933240774273 |
| 2010-10-01 | 555.768828839803 |
| 2010-11-01 | 556.132396405171 |
| 2010-12-01 | 558.880261767549 |
| 2011-01-01 | 561.788478463097 |
| 2011-02-01 | 563.279090591237 |
| 2011-03-01 | 563.342216844245 |
| 2011-04-01 | 563.540460738362 |
| 2011-05-01 | 563.646711938696 |
| 2011-06-01 | 563.192701672850 |
| 2011-07-01 | 567.875017011724 |
| 2011-08-01 | 570.101391827422 |
| 2011-09-01 | 574.533050774872 |
| 2011-10-01 | 570.809434261077 |
| 2011-11-01 | 576.010326583580 |
| 2011-12-01 | 575.554225978978 |
| 2012-01-01 | 580.724860010190 |
| 2012-02-01 | 581.906091230233 |
| 2012-03-01 | 584.935834159673 |
| 2012-04-01 | 589.647304527126 |
| 2012-05-01 | 593.887228383462 |
| 2012-06-01 | 596.010010263077 |
| 2012-07-01 | 596.147043609587 |
| 2012-08-01 | 599.470784204388 |
| 2012-09-01 | 601.652903086674 |
| 2012-10-01 | 601.281802929533 |
| 2012-11-01 | 606.461781144688 |
| 2012-12-01 | 608.838088080181 |
| 2013-01-01 | 610.746504885434 |
| 2013-02-01 | 614.445883897680 |
| 2013-03-01 | 616.744130063291 |
| 2013-04-01 | 619.161530881844 |
| 2013-05-01 | 623.275664534593 |
| 2013-06-01 | 627.114029539333 |
| 2013-07-01 | 629.387859647966 |
| 2013-08-01 | 629.710811784379 |
| 2013-09-01 | 632.986206433784 |
| 2013-10-01 | 635.312483535426 |
| 2013-11-01 | 639.406035428621 |
| 2013-12-01 | 641.887496955287 |
| 2014-01-01 | 645.874914069207 |
| 2014-02-01 | 648.575805145600 |
| 2014-03-01 | 651.166068614866 |
| 2014-04-01 | 651.012770712070 |
| 2014-05-01 | 655.707982610364 |
| 2014-06-01 | 656.942050770164 |
| 2014-07-01 | 658.939259192061 |
| 2014-08-01 | 662.638446388127 |
| 2014-09-01 | 664.919987586254 |
| 2014-10-01 | 666.182692652386 |
| 2014-11-01 | 669.584578550342 |
| 2014-12-01 | 671.433330538981 |
| 2015-01-01 | 675.479472843900 |
| 2015-02-01 | 678.721887481054 |
| 2015-03-01 | 680.295051723702 |
| 2015-04-01 | 682.638304936293 |
| 2015-05-01 | 684.711295009843 |
| 2015-06-01 | 687.051093745380 |
| 2015-07-01 | 693.497794544678 |
| 2015-08-01 | 694.237945303550 |
| 2015-09-01 | 697.007879697243 |
| 2015-10-01 | 701.398948465206 |
| 2015-11-01 | 703.158401155893 |
| 2015-12-01 | 707.150632160647 |
| 2016-01-01 | 710.819310751828 |
| 2016-02-01 | 712.430419356786 |
| 2016-03-01 | 712.602845693685 |
| 2016-04-01 | 717.834435734250 |
| 2016-05-01 | 718.082905149431 |
| 2016-06-01 | 718.438513936714 |
| 2016-07-01 | 723.670627800353 |
| 2016-08-01 | 725.538762888314 |
| 2016-09-01 | 729.107260282466 |
| 2016-10-01 | 730.633732239648 |
| 2016-11-01 | 731.749559447214 |
| 2016-12-01 | 732.391214901869 |
| 2017-01-01 | 730.212359543204 |
| 2017-02-01 | 730.220256668858 |
| 2017-03-01 | 736.439410237341 |
| 2017-04-01 | 739.119940455999 |
| 2017-05-01 | 741.731352060159 |
| 2017-06-01 | 744.844837584875 |
| 2017-07-01 | 745.310990127100 |
| 2017-08-01 | 747.769470857783 |
| 2017-09-01 | 747.425485724343 |
| 2017-10-01 | 748.756285133124 |
| 2017-11-01 | 749.698676612496 |
| 2017-12-01 | 750.906558940373 |
| 2018-01-01 | 753.387682698697 |
| 2018-02-01 | 754.943856724418 |
| 2018-03-01 | 755.633946595096 |
| 2018-04-01 | 756.874818462730 |
| 2018-05-01 | 757.478507882035 |
| 2018-06-01 | 758.476818932775 |
| 2018-07-01 | 760.157839725421 |
| 2018-08-01 | 760.246862093973 |
| 2018-09-01 | 760.335926508820 |
| 2018-10-01 | 761.765035192498 |
| 2018-11-01 | 763.221092294776 |
| 2018-12-01 | 766.943603253188 |
| 2019-01-01 | 765.948862955747 |
| 2019-02-01 | 768.862454689223 |
| 2019-03-01 | 771.133933085571 |
| 2019-04-01 | 771.990651208705 |
| 2019-05-01 | 774.863423721460 |
| 2019-06-01 | 777.573120042200 |
| 2019-07-01 | 776.307344448210 |
| 2019-08-01 | 773.881167958057 |
| 2019-09-01 | 776.393608360219 |
| 2019-10-01 | 779.536135750986 |
| 2019-11-01 | 780.815370430406 |
| 2019-12-01 | 781.651523919210 |
| 2020-01-01 | 783.622228247700 |
| 2020-02-01 | 786.323136504891 |
| 2020-03-01 | 757.255437646083 |
| 2020-04-01 | 428.605715132541 |
| 2020-05-01 | 418.010325820688 |
| 2020-06-01 | 485.384959818533 |
| 2020-07-01 | 479.054287834918 |
| 2020-08-01 | 476.734593981087 |
| 2020-09-01 | 497.893363620401 |
| 2020-10-01 | 521.266360300235 |
| 2020-11-01 | 539.029111366791 |
| 2020-12-01 | 491.446888538453 |
| 2021-01-01 | 460.039345959697 |
| 2021-02-01 | 513.377343531297 |
| 2021-03-01 | 534.628103222516 |
| 2021-04-01 | 575.803028132276 |
| 2021-05-01 | 597.436820026847 |
| 2021-06-01 | 619.933451323276 |
| 2021-07-01 | 653.196762311856 |
| 2021-08-01 | 663.937891549131 |
| 2021-09-01 | 673.158514296812 |
| 2021-10-01 | 687.045658207997 |
| 2021-11-01 | 692.359860148600 |
| 2021-12-01 | 702.729572744709 |
| 2022-01-01 | 693.229932558652 |
| 2022-02-01 | 708.818269405353 |
| 2022-03-01 | 714.826491404963 |
| 2022-04-01 | 722.577939910695 |
| 2022-05-01 | 725.219506980255 |
| 2022-06-01 | 733.218332290947 |
| 2022-07-01 | 737.250524133198 |
| 2022-08-01 | 740.440680867162 |
| 2022-09-01 | 743.754916323173 |
| 2022-10-01 | 743.261752311275 |
| 2022-11-01 | 749.316104194409 |
| 2022-12-01 | 751.228725348870 |
| 2023-01-01 | 751.035860521538 |
| 2023-02-01 | 757.505746525160 |
| 2023-03-01 | 762.268489477366 |
| 2023-04-01 | 759.337836515347 |
| 2023-05-01 | 762.864124619889 |
| 2023-06-01 | 766.072031509624 |
| 2023-07-01 | 766.527782875423 |
| 2023-08-01 | 767.538799935286 |
| 2023-09-01 | 768.789368035961 |
| 2023-10-01 | 767.262300348335 |
| 2023-11-01 | 767.611509807065 |
| 2023-12-01 | 770.191631781924 |
| 2024-01-01 | 775.912628339390 |
| 2024-02-01 | 774.270880332711 |
| 2024-03-01 | 772.430225496033 |
| 2024-04-01 | 769.651597460162 |
| 2024-05-01 | 769.186042572266 |
| 2024-06-01 | 767.734504972096 |
| 2024-07-01 | 771.415627066400 |
| 2024-08-01 | 768.559406015762 |
| 2024-09-01 | 769.739731807486 |
| 2024-10-01 | 777.387897855096 |
| 2024-11-01 | 774.806877849721 |
| 2024-12-01 | 769.122923515805 |
| 2025-01-01 | 764.220909147480 |
| 2025-02-01 | 766.353070201928 |
| 2025-03-01 | 769.346830922262 |
| 2025-04-01 | 773.326587554080 |
| 2025-05-01 | 772.937408108955 |
| 2025-06-01 | 770.074492678306 |
| 2025-07-01 | 765.734968166935 |
| 2025-08-01 | 770.954537707326 |
| 2025-09-01 | 768.337354125871 |
| 2025-10-01 | 768.186008494389 |
| 2025-11-01 | 768.133360773379 |
| 2025-12-01 | 771.325944434980 |
| 2026-01-01 | 782.035630323981 |
| 2026-02-01 | 781.488773618976 |
| 2026-03-01 | 779.749756825154 |
| 2026-04-01 | 781.223263642304 |
| 2026-05-01 | 783.592478753643 |