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 2026-02-01 |
| Last Updated | 2026-04-23 12:38 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 | 438.749343643219 |
| 1990-02-01 | 436.756963434825 |
| 1990-03-01 | 436.007097034123 |
| 1990-04-01 | 431.106850283946 |
| 1990-05-01 | 430.836081699124 |
| 1990-06-01 | 431.950095321578 |
| 1990-07-01 | 435.006350344075 |
| 1990-08-01 | 433.238766250010 |
| 1990-09-01 | 433.336979622918 |
| 1990-10-01 | 433.980323486657 |
| 1990-11-01 | 434.787000424375 |
| 1990-12-01 | 432.142725712939 |
| 1991-01-01 | 435.019594477505 |
| 1991-02-01 | 432.700583271122 |
| 1991-03-01 | 431.631370311785 |
| 1991-04-01 | 435.907847594426 |
| 1991-05-01 | 435.269769764276 |
| 1991-06-01 | 434.594113776043 |
| 1991-07-01 | 434.932461746900 |
| 1991-08-01 | 434.634654493464 |
| 1991-09-01 | 433.481743673929 |
| 1991-10-01 | 433.819778229142 |
| 1991-11-01 | 434.850455921638 |
| 1991-12-01 | 431.797440821002 |
| 1992-01-01 | 426.785303267292 |
| 1992-02-01 | 426.579789034243 |
| 1992-03-01 | 424.306521580810 |
| 1992-04-01 | 424.987437579210 |
| 1992-05-01 | 422.468493688151 |
| 1992-06-01 | 420.185245685813 |
| 1992-07-01 | 429.576876671825 |
| 1992-08-01 | 428.663719999677 |
| 1992-09-01 | 428.094342007320 |
| 1992-10-01 | 425.753756366085 |
| 1992-11-01 | 425.651109220250 |
| 1992-12-01 | 424.410431517289 |
| 1993-01-01 | 423.970983106553 |
| 1993-02-01 | 424.465344298237 |
| 1993-03-01 | 423.069654091187 |
| 1993-04-01 | 422.500440740855 |
| 1993-05-01 | 423.120344473667 |
| 1993-06-01 | 425.604001195454 |
| 1993-07-01 | 423.870153690275 |
| 1993-08-01 | 423.606072530476 |
| 1993-09-01 | 424.178018486123 |
| 1993-10-01 | 425.352280833523 |
| 1993-11-01 | 424.272104021272 |
| 1993-12-01 | 426.652928926851 |
| 1994-01-01 | 424.163430334870 |
| 1994-02-01 | 425.671279642371 |
| 1994-03-01 | 426.179470983264 |
| 1994-04-01 | 425.233378546431 |
| 1994-05-01 | 425.333528406355 |
| 1994-06-01 | 425.537463367108 |
| 1994-07-01 | 426.448167251099 |
| 1994-08-01 | 426.707646880426 |
| 1994-09-01 | 427.618102451863 |
| 1994-10-01 | 426.851011529146 |
| 1994-11-01 | 426.815256093479 |
| 1994-12-01 | 426.995118910592 |
| 1995-01-01 | 428.668474533372 |
| 1995-02-01 | 429.650059266267 |
| 1995-03-01 | 429.874580694026 |
| 1995-04-01 | 428.645920480122 |
| 1995-05-01 | 429.913691895206 |
| 1995-06-01 | 432.367793111532 |
| 1995-07-01 | 432.520061884205 |
| 1995-08-01 | 435.595447084435 |
| 1995-09-01 | 436.249841595942 |
| 1995-10-01 | 435.648025923250 |
| 1995-11-01 | 438.406218565977 |
| 1995-12-01 | 440.202271266628 |
| 1996-01-01 | 442.954694649443 |
| 1996-02-01 | 443.392967002489 |
| 1996-03-01 | 443.437970457312 |
| 1996-04-01 | 443.938955548600 |
| 1996-05-01 | 445.007589324192 |
| 1996-06-01 | 442.722814991521 |
| 1996-07-01 | 443.865257720672 |
| 1996-08-01 | 444.320086196404 |
| 1996-09-01 | 443.134412727139 |
| 1996-10-01 | 451.677242111085 |
| 1996-11-01 | 451.228241540740 |
| 1996-12-01 | 452.023732155869 |
| 1997-01-01 | 454.053576805321 |
| 1997-02-01 | 452.983852489063 |
| 1997-03-01 | 455.028748420295 |
| 1997-04-01 | 458.005284468258 |
| 1997-05-01 | 458.559133147978 |
| 1997-06-01 | 461.812255050082 |
| 1997-07-01 | 455.163116210987 |
| 1997-08-01 | 457.285095270166 |
| 1997-09-01 | 456.279289806389 |
| 1997-10-01 | 457.719822278601 |
| 1997-11-01 | 457.963782204812 |
| 1997-12-01 | 459.061031844278 |
| 1998-01-01 | 457.955683288416 |
| 1998-02-01 | 458.047987332065 |
| 1998-03-01 | 458.619854600455 |
| 1998-04-01 | 461.980733143374 |
| 1998-05-01 | 464.326043419881 |
| 1998-06-01 | 466.831823199040 |
| 1998-07-01 | 467.202793860721 |
| 1998-08-01 | 468.794359682227 |
| 1998-09-01 | 469.433172486276 |
| 1998-10-01 | 469.672970563954 |
| 1998-11-01 | 470.359860176986 |
| 1998-12-01 | 471.467385484117 |
| 1999-01-01 | 472.267958463917 |
| 1999-02-01 | 474.262114065653 |
| 1999-03-01 | 475.075144264626 |
| 1999-04-01 | 472.571594729070 |
| 1999-05-01 | 474.024824715992 |
| 1999-06-01 | 472.323925300140 |
| 1999-07-01 | 473.837604521653 |
| 1999-08-01 | 472.804294098347 |
| 1999-09-01 | 475.902064144655 |
| 1999-10-01 | 475.891024857297 |
| 1999-11-01 | 477.936970270153 |
| 1999-12-01 | 479.743930794139 |
| 2000-01-01 | 479.068928061062 |
| 2000-02-01 | 481.220374610774 |
| 2000-03-01 | 482.334492377573 |
| 2000-04-01 | 481.090857277416 |
| 2000-05-01 | 482.552111813725 |
| 2000-06-01 | 484.104967054053 |
| 2000-07-01 | 486.641287682351 |
| 2000-08-01 | 489.302760849523 |
| 2000-09-01 | 492.310068360365 |
| 2000-10-01 | 490.112087159043 |
| 2000-11-01 | 489.984122110889 |
| 2000-12-01 | 492.835259088616 |
| 2001-01-01 | 500.250000060766 |
| 2001-02-01 | 499.745464476533 |
| 2001-03-01 | 500.638663666191 |
| 2001-04-01 | 503.526600931551 |
| 2001-05-01 | 502.004476128204 |
| 2001-06-01 | 504.894112881365 |
| 2001-07-01 | 503.341850278361 |
| 2001-08-01 | 504.329294591714 |
| 2001-09-01 | 502.959825018145 |
| 2001-10-01 | 505.918073848501 |
| 2001-11-01 | 506.478288995325 |
| 2001-12-01 | 504.597314680046 |
| 2002-01-01 | 505.784753329515 |
| 2002-02-01 | 505.474503662670 |
| 2002-03-01 | 507.044352359510 |
| 2002-04-01 | 508.224899164864 |
| 2002-05-01 | 509.653115926666 |
| 2002-06-01 | 508.733857423935 |
| 2002-07-01 | 510.766584336246 |
| 2002-08-01 | 511.870246416586 |
| 2002-09-01 | 514.503588466580 |
| 2002-10-01 | 512.901584121410 |
| 2002-11-01 | 511.586400629036 |
| 2002-12-01 | 513.298631845271 |
| 2003-01-01 | 514.474391976707 |
| 2003-02-01 | 515.047176366750 |
| 2003-03-01 | 514.835678539048 |
| 2003-04-01 | 516.975874420062 |
| 2003-05-01 | 519.060512599308 |
| 2003-06-01 | 520.914621370180 |
| 2003-07-01 | 522.174137976969 |
| 2003-08-01 | 524.030816744531 |
| 2003-09-01 | 525.085917982787 |
| 2003-10-01 | 526.627190014224 |
| 2003-11-01 | 527.984009668505 |
| 2003-12-01 | 529.051232398058 |
| 2004-01-01 | 533.089522777428 |
| 2004-02-01 | 535.259629362590 |
| 2004-03-01 | 535.178018991371 |
| 2004-04-01 | 531.745667470523 |
| 2004-05-01 | 534.287676198634 |
| 2004-06-01 | 532.753196826741 |
| 2004-07-01 | 536.667124946757 |
| 2004-08-01 | 536.747119546799 |
| 2004-09-01 | 537.139055201264 |
| 2004-10-01 | 537.811498424473 |
| 2004-11-01 | 538.319008069568 |
| 2004-12-01 | 539.023228813975 |
| 2005-01-01 | 536.499801434834 |
| 2005-02-01 | 537.407983060078 |
| 2005-03-01 | 539.284838050349 |
| 2005-04-01 | 540.976032121969 |
| 2005-05-01 | 540.811148231538 |
| 2005-06-01 | 542.134156270159 |
| 2005-07-01 | 542.583820226251 |
| 2005-08-01 | 542.945987951001 |
| 2005-09-01 | 544.583994502672 |
| 2005-10-01 | 544.752934405405 |
| 2005-11-01 | 547.303568799819 |
| 2005-12-01 | 549.312044176667 |
| 2006-01-01 | 550.991531518757 |
| 2006-02-01 | 552.734769932303 |
| 2006-03-01 | 553.855949802018 |
| 2006-04-01 | 554.206508858821 |
| 2006-05-01 | 556.510494467105 |
| 2006-06-01 | 557.958570197473 |
| 2006-07-01 | 555.956409403160 |
| 2006-08-01 | 559.267567937555 |
| 2006-09-01 | 559.866693338825 |
| 2006-10-01 | 562.411230814827 |
| 2006-11-01 | 562.729347168967 |
| 2006-12-01 | 564.803863075893 |
| 2007-01-01 | 564.947285675915 |
| 2007-02-01 | 565.220307300311 |
| 2007-03-01 | 566.417708619564 |
| 2007-04-01 | 567.562954067706 |
| 2007-05-01 | 568.538121905396 |
| 2007-06-01 | 570.125642589821 |
| 2007-07-01 | 570.435417012991 |
| 2007-08-01 | 571.211885343870 |
| 2007-09-01 | 571.629840089816 |
| 2007-10-01 | 574.526732043766 |
| 2007-11-01 | 575.567244049008 |
| 2007-12-01 | 576.140686393041 |
| 2008-01-01 | 577.312269067116 |
| 2008-02-01 | 578.726591545634 |
| 2008-03-01 | 580.253354573262 |
| 2008-04-01 | 580.776637262669 |
| 2008-05-01 | 580.333633402576 |
| 2008-06-01 | 580.709612678231 |
| 2008-07-01 | 580.775237265490 |
| 2008-08-01 | 578.951709168186 |
| 2008-09-01 | 576.409904095155 |
| 2008-10-01 | 573.540524486876 |
| 2008-11-01 | 571.564577123159 |
| 2008-12-01 | 569.570719522527 |
| 2009-01-01 | 565.580467878252 |
| 2009-02-01 | 561.863038709649 |
| 2009-03-01 | 559.085876257857 |
| 2009-04-01 | 554.276802435344 |
| 2009-05-01 | 556.574442310902 |
| 2009-06-01 | 552.734667338550 |
| 2009-07-01 | 551.334898848548 |
| 2009-08-01 | 550.139106577407 |
| 2009-09-01 | 551.083486677271 |
| 2009-10-01 | 551.813003328879 |
| 2009-11-01 | 549.630998539371 |
| 2009-12-01 | 548.992033803675 |
| 2010-01-01 | 547.983147721140 |
| 2010-02-01 | 547.604361414898 |
| 2010-03-01 | 547.104237066883 |
| 2010-04-01 | 550.901669168067 |
| 2010-05-01 | 551.399456093500 |
| 2010-06-01 | 552.632119954457 |
| 2010-07-01 | 553.703746282283 |
| 2010-08-01 | 554.933337567284 |
| 2010-09-01 | 555.933225868892 |
| 2010-10-01 | 555.768841255091 |
| 2010-11-01 | 556.132265994021 |
| 2010-12-01 | 558.880239335309 |
| 2011-01-01 | 561.788331593651 |
| 2011-02-01 | 563.278955293856 |
| 2011-03-01 | 563.342019191041 |
| 2011-04-01 | 563.540827115143 |
| 2011-05-01 | 563.646515558491 |
| 2011-06-01 | 563.193493940373 |
| 2011-07-01 | 567.874886254092 |
| 2011-08-01 | 570.101268275870 |
| 2011-09-01 | 574.532932073044 |
| 2011-10-01 | 570.809396428463 |
| 2011-11-01 | 576.010196877857 |
| 2011-12-01 | 575.554255695897 |
| 2012-01-01 | 580.724739356258 |
| 2012-02-01 | 581.905911369972 |
| 2012-03-01 | 584.935548162762 |
| 2012-04-01 | 589.647994500498 |
| 2012-05-01 | 593.886869841430 |
| 2012-06-01 | 596.010933207337 |
| 2012-07-01 | 596.146910650694 |
| 2012-08-01 | 599.470477238828 |
| 2012-09-01 | 601.652566014472 |
| 2012-10-01 | 601.281666683292 |
| 2012-11-01 | 606.461740745698 |
| 2012-12-01 | 608.838346901455 |
| 2013-01-01 | 610.746614931039 |
| 2013-02-01 | 614.445788047360 |
| 2013-03-01 | 616.743578518064 |
| 2013-04-01 | 619.162664685874 |
| 2013-05-01 | 623.275369939026 |
| 2013-06-01 | 627.114750911946 |
| 2013-07-01 | 629.387633990015 |
| 2013-08-01 | 629.709975950045 |
| 2013-09-01 | 632.985297103911 |
| 2013-10-01 | 635.311788354527 |
| 2013-11-01 | 639.405702185448 |
| 2013-12-01 | 641.887760241923 |
| 2014-01-01 | 645.880088459119 |
| 2014-02-01 | 648.573317785498 |
| 2014-03-01 | 651.165686921311 |
| 2014-04-01 | 651.014131133384 |
| 2014-05-01 | 655.707679402967 |
| 2014-06-01 | 656.942032750419 |
| 2014-07-01 | 658.938290924610 |
| 2014-08-01 | 662.636295664071 |
| 2014-09-01 | 664.917447889844 |
| 2014-10-01 | 666.180837164665 |
| 2014-11-01 | 669.584583343109 |
| 2014-12-01 | 671.435469119396 |
| 2015-01-01 | 675.491932067920 |
| 2015-02-01 | 678.718485942627 |
| 2015-03-01 | 680.294923243343 |
| 2015-04-01 | 682.638916922475 |
| 2015-05-01 | 684.709813135663 |
| 2015-06-01 | 687.049296387665 |
| 2015-07-01 | 693.494454461381 |
| 2015-08-01 | 694.232488818981 |
| 2015-09-01 | 697.003126317974 |
| 2015-10-01 | 701.395903928772 |
| 2015-11-01 | 703.158024680683 |
| 2015-12-01 | 707.152467964104 |
| 2016-01-01 | 710.858509002375 |
| 2016-02-01 | 712.422090060577 |
| 2016-03-01 | 712.599918418962 |
| 2016-04-01 | 717.831274305423 |
| 2016-05-01 | 718.077905772013 |
| 2016-06-01 | 718.431609256029 |
| 2016-07-01 | 723.663249549777 |
| 2016-08-01 | 725.526707583804 |
| 2016-09-01 | 729.100773242562 |
| 2016-10-01 | 730.632526064357 |
| 2016-11-01 | 731.753228470350 |
| 2016-12-01 | 732.397790702851 |
| 2017-01-01 | 730.279895188293 |
| 2017-02-01 | 730.218733699991 |
| 2017-03-01 | 736.422436124552 |
| 2017-04-01 | 739.104410311061 |
| 2017-05-01 | 741.721595213433 |
| 2017-06-01 | 744.828835201916 |
| 2017-07-01 | 745.295596319179 |
| 2017-08-01 | 747.750322355937 |
| 2017-09-01 | 747.416297510880 |
| 2017-10-01 | 748.766506719968 |
| 2017-11-01 | 749.716147223272 |
| 2017-12-01 | 750.926102133075 |
| 2018-01-01 | 753.488494272712 |
| 2018-02-01 | 754.948927702326 |
| 2018-03-01 | 755.585255970093 |
| 2018-04-01 | 756.834325510992 |
| 2018-05-01 | 757.462727620564 |
| 2018-06-01 | 758.450778624789 |
| 2018-07-01 | 760.134146902958 |
| 2018-08-01 | 760.217260302559 |
| 2018-09-01 | 760.313560325737 |
| 2018-10-01 | 761.830379945841 |
| 2018-11-01 | 763.242848563992 |
| 2018-12-01 | 767.006202866459 |
| 2019-01-01 | 766.060582544024 |
| 2019-02-01 | 768.873163940176 |
| 2019-03-01 | 771.041631853555 |
| 2019-04-01 | 771.912447541760 |
| 2019-05-01 | 774.836220251973 |
| 2019-06-01 | 777.539116524672 |
| 2019-07-01 | 776.278061572487 |
| 2019-08-01 | 773.839834301633 |
| 2019-09-01 | 776.350054603522 |
| 2019-10-01 | 779.683254094360 |
| 2019-11-01 | 780.838702697486 |
| 2019-12-01 | 781.757781841631 |
| 2020-01-01 | 783.771908251269 |
| 2020-02-01 | 786.364398723477 |
| 2020-03-01 | 757.063548947158 |
| 2020-04-01 | 428.443112832629 |
| 2020-05-01 | 417.999576997717 |
| 2020-06-01 | 485.356754112309 |
| 2020-07-01 | 479.020586204865 |
| 2020-08-01 | 476.681885339105 |
| 2020-09-01 | 497.837641587459 |
| 2020-10-01 | 521.490858287013 |
| 2020-11-01 | 539.043987019633 |
| 2020-12-01 | 491.578715007122 |
| 2021-01-01 | 460.308989246952 |
| 2021-02-01 | 513.412140033091 |
| 2021-03-01 | 534.320055949522 |
| 2021-04-01 | 575.545649278762 |
| 2021-05-01 | 597.430707721938 |
| 2021-06-01 | 619.906200255263 |
| 2021-07-01 | 653.186237289345 |
| 2021-08-01 | 663.881160235213 |
| 2021-09-01 | 673.099805994336 |
| 2021-10-01 | 687.308378411269 |
| 2021-11-01 | 692.402316138865 |
| 2021-12-01 | 702.832882832228 |
| 2022-01-01 | 693.724117295290 |
| 2022-02-01 | 708.791050838334 |
| 2022-03-01 | 714.374414130325 |
| 2022-04-01 | 722.217162280877 |
| 2022-05-01 | 725.216579443819 |
| 2022-06-01 | 733.214878154882 |
| 2022-07-01 | 737.261863551868 |
| 2022-08-01 | 740.391126981063 |
| 2022-09-01 | 743.721147183333 |
| 2022-10-01 | 743.543867718574 |
| 2022-11-01 | 749.386098459677 |
| 2022-12-01 | 751.295365333558 |
| 2023-01-01 | 751.772699917341 |
| 2023-02-01 | 757.427194800873 |
| 2023-03-01 | 761.572068503568 |
| 2023-04-01 | 758.864959653905 |
| 2023-05-01 | 762.925088248002 |
| 2023-06-01 | 766.106191702463 |
| 2023-07-01 | 766.573786168277 |
| 2023-08-01 | 767.517547824842 |
| 2023-09-01 | 768.793983802586 |
| 2023-10-01 | 767.519477080491 |
| 2023-11-01 | 767.726720081442 |
| 2023-12-01 | 770.211850602781 |
| 2024-01-01 | 776.817788077039 |
| 2024-02-01 | 774.199786715923 |
| 2024-03-01 | 771.416906378339 |
| 2024-04-01 | 769.086533246567 |
| 2024-05-01 | 769.396902317430 |
| 2024-06-01 | 767.823346231112 |
| 2024-07-01 | 771.473147492410 |
| 2024-08-01 | 768.569790432513 |
| 2024-09-01 | 769.798128327598 |
| 2024-10-01 | 777.592283872678 |
| 2024-11-01 | 774.949067127390 |
| 2024-12-01 | 769.110118555485 |
| 2025-01-01 | 765.228256279329 |
| 2025-02-01 | 766.305291332377 |
| 2025-03-01 | 767.992026602112 |
| 2025-04-01 | 772.736951040737 |
| 2025-05-01 | 773.340267023900 |
| 2025-06-01 | 770.195393670001 |
| 2025-07-01 | 765.812908369637 |
| 2025-08-01 | 770.994676730729 |
| 2025-09-01 | 768.427136583801 |
| 2025-10-01 | 768.323481917359 |
| 2025-11-01 | 768.303049542286 |
| 2025-12-01 | 771.279132642336 |
| 2026-01-01 | 783.047713250602 |
| 2026-02-01 | 781.441166160616 |