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 2026-04-01 |
| Last Updated | 2026-05-26 2:36 PM 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 | 438.748036346696 |
| 1990-02-01 | 436.755645649461 |
| 1990-03-01 | 436.004876076752 |
| 1990-04-01 | 431.104593505238 |
| 1990-05-01 | 430.829300998749 |
| 1990-06-01 | 431.938360064493 |
| 1990-07-01 | 435.015128406811 |
| 1990-08-01 | 433.244257445197 |
| 1990-09-01 | 433.341707897133 |
| 1990-10-01 | 433.984140467055 |
| 1990-11-01 | 434.789117211734 |
| 1990-12-01 | 432.143236805907 |
| 1991-01-01 | 435.018301428260 |
| 1991-02-01 | 432.699250315722 |
| 1991-03-01 | 431.629199915111 |
| 1991-04-01 | 435.905661806496 |
| 1991-05-01 | 435.263713471765 |
| 1991-06-01 | 434.582604607056 |
| 1991-07-01 | 434.940543513776 |
| 1991-08-01 | 434.639942113073 |
| 1991-09-01 | 433.486308416277 |
| 1991-10-01 | 433.823399371713 |
| 1991-11-01 | 434.852414846046 |
| 1991-12-01 | 431.797947718612 |
| 1992-01-01 | 426.784023188399 |
| 1992-02-01 | 426.578563891302 |
| 1992-03-01 | 424.304708858872 |
| 1992-04-01 | 424.985181584721 |
| 1992-05-01 | 422.463711150203 |
| 1992-06-01 | 420.174347260062 |
| 1992-07-01 | 429.583718592949 |
| 1992-08-01 | 428.668660774227 |
| 1992-09-01 | 428.098494582114 |
| 1992-10-01 | 425.756965048826 |
| 1992-11-01 | 425.652701782654 |
| 1992-12-01 | 424.411146304428 |
| 1993-01-01 | 423.969625077392 |
| 1993-02-01 | 424.464366142708 |
| 1993-03-01 | 423.068290119745 |
| 1993-04-01 | 422.498477871709 |
| 1993-05-01 | 423.116614544268 |
| 1993-06-01 | 425.594309124277 |
| 1993-07-01 | 423.875846796880 |
| 1993-08-01 | 423.610294159406 |
| 1993-09-01 | 424.181422658153 |
| 1993-10-01 | 425.354896908673 |
| 1993-11-01 | 424.273298753234 |
| 1993-12-01 | 426.653559868757 |
| 1994-01-01 | 424.162240287652 |
| 1994-02-01 | 425.670497648256 |
| 1994-03-01 | 426.178554937018 |
| 1994-04-01 | 425.231940334198 |
| 1994-05-01 | 425.331298555029 |
| 1994-06-01 | 425.529612647496 |
| 1994-07-01 | 426.452065055615 |
| 1994-08-01 | 426.710822397204 |
| 1994-09-01 | 427.620636041103 |
| 1994-10-01 | 426.852981339798 |
| 1994-11-01 | 426.816053091198 |
| 1994-12-01 | 426.995747853980 |
| 1995-01-01 | 428.667523981398 |
| 1995-02-01 | 429.649469799025 |
| 1995-03-01 | 429.873952506949 |
| 1995-04-01 | 428.645197994007 |
| 1995-05-01 | 429.912256354992 |
| 1995-06-01 | 432.362724547796 |
| 1995-07-01 | 432.522256723020 |
| 1995-08-01 | 435.597303392608 |
| 1995-09-01 | 436.251469743440 |
| 1995-10-01 | 435.649415325431 |
| 1995-11-01 | 438.406762605879 |
| 1995-12-01 | 440.202587228380 |
| 1996-01-01 | 442.954133350613 |
| 1996-02-01 | 443.392533269422 |
| 1996-03-01 | 443.437633112651 |
| 1996-04-01 | 443.938656655853 |
| 1996-05-01 | 445.006837478230 |
| 1996-06-01 | 442.720563723748 |
| 1996-07-01 | 443.865787741094 |
| 1996-08-01 | 444.320828135542 |
| 1996-09-01 | 443.135315162622 |
| 1996-10-01 | 451.678175239970 |
| 1996-11-01 | 451.228554154473 |
| 1996-12-01 | 452.023954201379 |
| 1997-01-01 | 454.053213602021 |
| 1997-02-01 | 452.983631330289 |
| 1997-03-01 | 455.028659130024 |
| 1997-04-01 | 458.005219005291 |
| 1997-05-01 | 458.558479625091 |
| 1997-06-01 | 461.811537378682 |
| 1997-07-01 | 455.163239690070 |
| 1997-08-01 | 457.285296019567 |
| 1997-09-01 | 456.279701589213 |
| 1997-10-01 | 457.720370422628 |
| 1997-11-01 | 457.963923284474 |
| 1997-12-01 | 459.061091495621 |
| 1998-01-01 | 457.955511431955 |
| 1998-02-01 | 458.047850160926 |
| 1998-03-01 | 458.619852364727 |
| 1998-04-01 | 461.980803211378 |
| 1998-05-01 | 464.325730364317 |
| 1998-06-01 | 466.831415616456 |
| 1998-07-01 | 467.202909806936 |
| 1998-08-01 | 468.794426929556 |
| 1998-09-01 | 469.433336281511 |
| 1998-10-01 | 469.673239333441 |
| 1998-11-01 | 470.359923957390 |
| 1998-12-01 | 471.467410535785 |
| 1999-01-01 | 472.267873352116 |
| 1999-02-01 | 474.262027621197 |
| 1999-03-01 | 475.075143767435 |
| 1999-04-01 | 472.571642195673 |
| 1999-05-01 | 474.024678994332 |
| 1999-06-01 | 472.323726387671 |
| 1999-07-01 | 473.837686810348 |
| 1999-08-01 | 472.804337115886 |
| 1999-09-01 | 475.902152052818 |
| 1999-10-01 | 475.891134250165 |
| 1999-11-01 | 477.936997320207 |
| 1999-12-01 | 479.743921251629 |
| 2000-01-01 | 479.068905221926 |
| 2000-02-01 | 481.220317915673 |
| 2000-03-01 | 482.334478758057 |
| 2000-04-01 | 481.090855222424 |
| 2000-05-01 | 482.552084633493 |
| 2000-06-01 | 484.104921434127 |
| 2000-07-01 | 486.641302522542 |
| 2000-08-01 | 489.302779972784 |
| 2000-09-01 | 492.310100520116 |
| 2000-10-01 | 490.112120982607 |
| 2000-11-01 | 489.984136887683 |
| 2000-12-01 | 492.835251630796 |
| 2001-01-01 | 500.249983524218 |
| 2001-02-01 | 499.745451417385 |
| 2001-03-01 | 500.638654959988 |
| 2001-04-01 | 503.526595135330 |
| 2001-05-01 | 502.004472071517 |
| 2001-06-01 | 504.894109981766 |
| 2001-07-01 | 503.341850425926 |
| 2001-08-01 | 504.329299949712 |
| 2001-09-01 | 502.959842330618 |
| 2001-10-01 | 505.918080435071 |
| 2001-11-01 | 506.478288662683 |
| 2001-12-01 | 504.597308180195 |
| 2002-01-01 | 505.784747427114 |
| 2002-02-01 | 505.474499769515 |
| 2002-03-01 | 507.044350258333 |
| 2002-04-01 | 508.224899224329 |
| 2002-05-01 | 509.653117479100 |
| 2002-06-01 | 508.733859322948 |
| 2002-07-01 | 510.766585340493 |
| 2002-08-01 | 511.870246609927 |
| 2002-09-01 | 514.503595204104 |
| 2002-10-01 | 512.901583340303 |
| 2002-11-01 | 511.586398246906 |
| 2002-12-01 | 513.298628819633 |
| 2003-01-01 | 514.474395113062 |
| 2003-02-01 | 515.047187251435 |
| 2003-03-01 | 514.835696664061 |
| 2003-04-01 | 516.975894176664 |
| 2003-05-01 | 519.060521285438 |
| 2003-06-01 | 520.914604355324 |
| 2003-07-01 | 522.174069874997 |
| 2003-08-01 | 524.030689172335 |
| 2003-09-01 | 525.085787964982 |
| 2003-10-01 | 526.627140338019 |
| 2003-11-01 | 527.984106029450 |
| 2003-12-01 | 529.051446639180 |
| 2004-01-01 | 533.089894344119 |
| 2004-02-01 | 535.259914692276 |
| 2004-03-01 | 535.177988284113 |
| 2004-04-01 | 531.745348197192 |
| 2004-05-01 | 534.287330323992 |
| 2004-06-01 | 532.753223321040 |
| 2004-07-01 | 536.667344944105 |
| 2004-08-01 | 536.747021100312 |
| 2004-09-01 | 537.138390982833 |
| 2004-10-01 | 537.810591843205 |
| 2004-11-01 | 538.318520483482 |
| 2004-12-01 | 539.023624744023 |
| 2005-01-01 | 536.501588348187 |
| 2005-02-01 | 537.409983204441 |
| 2005-03-01 | 539.285580342942 |
| 2005-04-01 | 540.975248013273 |
| 2005-05-01 | 540.809627465132 |
| 2005-06-01 | 542.133693234219 |
| 2005-07-01 | 542.584296896404 |
| 2005-08-01 | 542.945954120667 |
| 2005-09-01 | 544.582107679458 |
| 2005-10-01 | 544.749606424555 |
| 2005-11-01 | 547.301615779214 |
| 2005-12-01 | 549.313154101519 |
| 2006-01-01 | 550.995397355164 |
| 2006-02-01 | 552.740193595068 |
| 2006-03-01 | 553.861342155120 |
| 2006-04-01 | 554.212367039650 |
| 2006-05-01 | 556.489582746444 |
| 2006-06-01 | 557.962915322931 |
| 2006-07-01 | 555.959740195200 |
| 2006-08-01 | 559.270275656900 |
| 2006-09-01 | 559.868083157464 |
| 2006-10-01 | 562.386699861650 |
| 2006-11-01 | 562.732731964276 |
| 2006-12-01 | 564.808853706618 |
| 2007-01-01 | 564.951930749028 |
| 2007-02-01 | 565.224014712215 |
| 2007-03-01 | 566.446253702708 |
| 2007-04-01 | 567.569876792782 |
| 2007-05-01 | 568.493972112698 |
| 2007-06-01 | 570.133457559247 |
| 2007-07-01 | 570.441539061576 |
| 2007-08-01 | 571.215538040390 |
| 2007-09-01 | 571.631622242349 |
| 2007-10-01 | 574.477776120606 |
| 2007-11-01 | 575.587330197040 |
| 2007-12-01 | 576.147610997493 |
| 2008-01-01 | 577.317004219276 |
| 2008-02-01 | 578.729511389930 |
| 2008-03-01 | 580.304958148738 |
| 2008-04-01 | 580.781538808017 |
| 2008-05-01 | 580.261197893796 |
| 2008-06-01 | 580.734005323571 |
| 2008-07-01 | 580.777685968213 |
| 2008-08-01 | 578.953858346465 |
| 2008-09-01 | 576.412035859933 |
| 2008-10-01 | 573.465959837861 |
| 2008-11-01 | 571.596449627960 |
| 2008-12-01 | 569.598554504231 |
| 2009-01-01 | 565.579634183283 |
| 2009-02-01 | 561.861202441304 |
| 2009-03-01 | 559.158162666339 |
| 2009-04-01 | 554.276308608456 |
| 2009-05-01 | 556.480875443953 |
| 2009-06-01 | 552.772580911388 |
| 2009-07-01 | 551.331946490539 |
| 2009-08-01 | 550.136396811661 |
| 2009-09-01 | 551.081207167003 |
| 2009-10-01 | 551.733113957641 |
| 2009-11-01 | 549.669576166507 |
| 2009-12-01 | 549.038750752731 |
| 2010-01-01 | 547.978166110539 |
| 2010-02-01 | 547.601508149594 |
| 2010-03-01 | 547.177738184606 |
| 2010-04-01 | 550.902468443873 |
| 2010-05-01 | 551.291511363584 |
| 2010-06-01 | 552.676314521050 |
| 2010-07-01 | 553.696387158186 |
| 2010-08-01 | 554.929728642601 |
| 2010-09-01 | 555.930284615067 |
| 2010-10-01 | 555.689040074091 |
| 2010-11-01 | 556.168398426180 |
| 2010-12-01 | 558.948301561552 |
| 2011-01-01 | 561.778659824726 |
| 2011-02-01 | 563.270396103881 |
| 2011-03-01 | 563.410068569335 |
| 2011-04-01 | 563.547397390399 |
| 2011-05-01 | 563.544752247122 |
| 2011-06-01 | 563.223262949183 |
| 2011-07-01 | 567.865476345233 |
| 2011-08-01 | 570.096036798538 |
| 2011-09-01 | 574.525489879167 |
| 2011-10-01 | 570.751775362923 |
| 2011-11-01 | 576.043539773455 |
| 2011-12-01 | 575.620874570455 |
| 2012-01-01 | 580.716776881016 |
| 2012-02-01 | 581.899817973950 |
| 2012-03-01 | 584.978638992508 |
| 2012-04-01 | 589.663303553710 |
| 2012-05-01 | 593.808841131893 |
| 2012-06-01 | 596.029234705121 |
| 2012-07-01 | 596.119312997465 |
| 2012-08-01 | 599.469454342473 |
| 2012-09-01 | 601.645851577116 |
| 2012-10-01 | 601.248943576440 |
| 2012-11-01 | 606.480010458973 |
| 2012-12-01 | 608.905523851817 |
| 2013-01-01 | 610.740823697529 |
| 2013-02-01 | 614.442212578067 |
| 2013-03-01 | 616.760994051375 |
| 2013-04-01 | 619.190087518432 |
| 2013-05-01 | 623.223847330757 |
| 2013-06-01 | 627.119122033681 |
| 2013-07-01 | 629.344031202762 |
| 2013-08-01 | 629.710106378278 |
| 2013-09-01 | 632.978340957637 |
| 2013-10-01 | 635.305535080388 |
| 2013-11-01 | 639.413358176637 |
| 2013-12-01 | 641.934634087262 |
| 2014-01-01 | 645.894833844431 |
| 2014-02-01 | 648.572478903310 |
| 2014-03-01 | 651.160004590653 |
| 2014-04-01 | 651.048149308409 |
| 2014-05-01 | 655.678887345713 |
| 2014-06-01 | 656.936864532706 |
| 2014-07-01 | 658.880288965764 |
| 2014-08-01 | 662.639598058215 |
| 2014-09-01 | 664.914189048835 |
| 2014-10-01 | 666.181817237374 |
| 2014-11-01 | 669.589548174173 |
| 2014-12-01 | 671.467170650031 |
| 2015-01-01 | 675.525659247227 |
| 2015-02-01 | 678.712740936369 |
| 2015-03-01 | 680.281616567453 |
| 2015-04-01 | 682.671051102594 |
| 2015-05-01 | 684.697913727704 |
| 2015-06-01 | 687.040192143734 |
| 2015-07-01 | 693.435429362926 |
| 2015-08-01 | 694.232166235273 |
| 2015-09-01 | 696.997013675239 |
| 2015-10-01 | 701.392006617984 |
| 2015-11-01 | 703.155498449793 |
| 2015-12-01 | 707.217165818377 |
| 2016-01-01 | 710.893833322592 |
| 2016-02-01 | 712.403075326499 |
| 2016-03-01 | 712.578565405476 |
| 2016-04-01 | 717.845620911261 |
| 2016-05-01 | 718.072274161950 |
| 2016-06-01 | 718.426574698892 |
| 2016-07-01 | 723.590105960499 |
| 2016-08-01 | 725.520924170219 |
| 2016-09-01 | 729.093468424059 |
| 2016-10-01 | 730.647485163236 |
| 2016-11-01 | 731.778225294844 |
| 2016-12-01 | 732.552271655526 |
| 2017-01-01 | 730.308268857171 |
| 2017-02-01 | 730.158778139012 |
| 2017-03-01 | 736.356356820121 |
| 2017-04-01 | 739.058852992366 |
| 2017-05-01 | 741.676204738920 |
| 2017-06-01 | 744.819105815476 |
| 2017-07-01 | 745.215055889989 |
| 2017-08-01 | 747.739954807935 |
| 2017-09-01 | 747.428814808710 |
| 2017-10-01 | 748.844408941210 |
| 2017-11-01 | 749.848919965956 |
| 2017-12-01 | 751.223267470756 |
| 2018-01-01 | 753.556295874613 |
| 2018-02-01 | 754.798601694891 |
| 2018-03-01 | 755.393858239379 |
| 2018-04-01 | 756.651056041346 |
| 2018-05-01 | 757.322611556564 |
| 2018-06-01 | 758.401574492250 |
| 2018-07-01 | 760.018228813705 |
| 2018-08-01 | 760.197719175990 |
| 2018-09-01 | 760.369986073478 |
| 2018-10-01 | 762.072567662120 |
| 2018-11-01 | 763.630916650663 |
| 2018-12-01 | 767.512946327360 |
| 2019-01-01 | 766.355828466604 |
| 2019-02-01 | 768.436921637271 |
| 2019-03-01 | 770.548909157965 |
| 2019-04-01 | 771.559731650037 |
| 2019-05-01 | 774.458128886929 |
| 2019-06-01 | 777.471588764145 |
| 2019-07-01 | 776.168071008772 |
| 2019-08-01 | 773.863206043708 |
| 2019-09-01 | 776.514438200409 |
| 2019-10-01 | 780.067587693481 |
| 2019-11-01 | 781.530095712939 |
| 2019-12-01 | 782.501372642778 |
| 2020-01-01 | 784.310857646948 |
| 2020-02-01 | 785.617958537903 |
| 2020-03-01 | 756.244107524970 |
| 2020-04-01 | 427.950504350412 |
| 2020-05-01 | 417.332825666768 |
| 2020-06-01 | 485.251445135297 |
| 2020-07-01 | 478.918357993410 |
| 2020-08-01 | 476.769608413972 |
| 2020-09-01 | 498.121929078703 |
| 2020-10-01 | 522.017058385840 |
| 2020-11-01 | 539.999974345786 |
| 2020-12-01 | 492.456494076641 |
| 2021-01-01 | 461.141025462460 |
| 2021-02-01 | 512.374614519812 |
| 2021-03-01 | 533.214984569495 |
| 2021-04-01 | 574.960867727464 |
| 2021-05-01 | 596.518514959758 |
| 2021-06-01 | 619.790289654306 |
| 2021-07-01 | 653.145267731210 |
| 2021-08-01 | 664.062304593031 |
| 2021-09-01 | 673.478373360456 |
| 2021-10-01 | 687.859111696014 |
| 2021-11-01 | 693.469276416014 |
| 2021-12-01 | 703.650661976203 |
| 2022-01-01 | 694.725715007828 |
| 2022-02-01 | 707.668401603130 |
| 2022-03-01 | 713.188586151568 |
| 2022-04-01 | 721.620959222066 |
| 2022-05-01 | 724.241644704256 |
| 2022-06-01 | 733.071720331442 |
| 2022-07-01 | 737.270655423737 |
| 2022-08-01 | 740.638989423943 |
| 2022-09-01 | 744.107854377744 |
| 2022-10-01 | 744.072449821770 |
| 2022-11-01 | 750.403189854188 |
| 2022-12-01 | 751.944181287621 |
| 2023-01-01 | 752.842004988015 |
| 2023-02-01 | 756.249774009256 |
| 2023-03-01 | 760.500823869949 |
| 2023-04-01 | 758.348911118840 |
| 2023-05-01 | 762.019739678182 |
| 2023-06-01 | 765.996041090245 |
| 2023-07-01 | 766.671610942389 |
| 2023-08-01 | 767.834938212220 |
| 2023-09-01 | 769.149545508615 |
| 2023-10-01 | 767.892416977814 |
| 2023-11-01 | 768.521370780064 |
| 2023-12-01 | 770.635961470584 |
| 2024-01-01 | 777.668662456791 |
| 2024-02-01 | 773.128927023065 |
| 2024-03-01 | 770.725960213307 |
| 2024-04-01 | 768.733397036090 |
| 2024-05-01 | 768.694491265593 |
| 2024-06-01 | 767.717215227854 |
| 2024-07-01 | 771.613666672067 |
| 2024-08-01 | 768.901229282208 |
| 2024-09-01 | 770.067149021103 |
| 2024-10-01 | 777.837049728719 |
| 2024-11-01 | 775.466524347312 |
| 2024-12-01 | 769.317031391942 |
| 2025-01-01 | 765.812742751566 |
| 2025-02-01 | 765.341160271848 |
| 2025-03-01 | 767.764972197596 |
| 2025-04-01 | 772.490224643637 |
| 2025-05-01 | 772.862905817404 |
| 2025-06-01 | 770.112286159121 |
| 2025-07-01 | 765.978227567056 |
| 2025-08-01 | 771.313090288404 |
| 2025-09-01 | 768.609715101772 |
| 2025-10-01 | 768.461620265354 |
| 2025-11-01 | 768.609500134539 |
| 2025-12-01 | 771.314882655348 |
| 2026-01-01 | 783.396178294041 |
| 2026-02-01 | 780.602162893162 |
| 2026-03-01 | 778.318342181008 |
| 2026-04-01 | 777.270332706141 |