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 2026-07-01 |
| Last Updated | 2026-08-21 7:21 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 | 357.747500764415 |
| 1990-02-01 | 357.538241453737 |
| 1990-03-01 | 355.912910059286 |
| 1990-04-01 | 353.465360070140 |
| 1990-05-01 | 353.079190638834 |
| 1990-06-01 | 353.988726676589 |
| 1990-07-01 | 355.800987164605 |
| 1990-08-01 | 354.491757531609 |
| 1990-09-01 | 354.210562490601 |
| 1990-10-01 | 354.887752938954 |
| 1990-11-01 | 355.587337773109 |
| 1990-12-01 | 351.770232445905 |
| 1991-01-01 | 355.185550779991 |
| 1991-02-01 | 353.914132341386 |
| 1991-03-01 | 351.085616733862 |
| 1991-04-01 | 356.659986315328 |
| 1991-05-01 | 356.751383576472 |
| 1991-06-01 | 356.167790743799 |
| 1991-07-01 | 356.824875308260 |
| 1991-08-01 | 356.176173979303 |
| 1991-09-01 | 355.542102206554 |
| 1991-10-01 | 354.931126418474 |
| 1991-11-01 | 355.811786375704 |
| 1991-12-01 | 354.734524247913 |
| 1992-01-01 | 348.941718941796 |
| 1992-02-01 | 349.294512403900 |
| 1992-03-01 | 346.463414661547 |
| 1992-04-01 | 349.426316783029 |
| 1992-05-01 | 347.604173704260 |
| 1992-06-01 | 346.078093634031 |
| 1992-07-01 | 355.027960893547 |
| 1992-08-01 | 354.429541081427 |
| 1992-09-01 | 354.008674944015 |
| 1992-10-01 | 353.816733057564 |
| 1992-11-01 | 353.170000852832 |
| 1992-12-01 | 352.738832655511 |
| 1993-01-01 | 350.877271751873 |
| 1993-02-01 | 351.154631515716 |
| 1993-03-01 | 349.607691447998 |
| 1993-04-01 | 348.083733318296 |
| 1993-05-01 | 348.434864633061 |
| 1993-06-01 | 349.022352638344 |
| 1993-07-01 | 348.406959640342 |
| 1993-08-01 | 348.750880186489 |
| 1993-09-01 | 349.143349432000 |
| 1993-10-01 | 348.717202933877 |
| 1993-11-01 | 348.052832348523 |
| 1993-12-01 | 349.655928629400 |
| 1994-01-01 | 349.927760952479 |
| 1994-02-01 | 350.412694444832 |
| 1994-03-01 | 351.227841695335 |
| 1994-04-01 | 350.661158801399 |
| 1994-05-01 | 351.060834524481 |
| 1994-06-01 | 350.579375363809 |
| 1994-07-01 | 350.452367213029 |
| 1994-08-01 | 350.965101079229 |
| 1994-09-01 | 351.445409823221 |
| 1994-10-01 | 351.366474563634 |
| 1994-11-01 | 351.706411625499 |
| 1994-12-01 | 352.041634524936 |
| 1995-01-01 | 353.282182447994 |
| 1995-02-01 | 353.839711303372 |
| 1995-03-01 | 353.870821823816 |
| 1995-04-01 | 354.536009865130 |
| 1995-05-01 | 355.022075902654 |
| 1995-06-01 | 357.041751594096 |
| 1995-07-01 | 358.631616774135 |
| 1995-08-01 | 359.665743929160 |
| 1995-09-01 | 360.790484249803 |
| 1995-10-01 | 360.337150237857 |
| 1995-11-01 | 363.064785382401 |
| 1995-12-01 | 363.899099572141 |
| 1996-01-01 | 366.460099564866 |
| 1996-02-01 | 367.532779140641 |
| 1996-03-01 | 367.907690703219 |
| 1996-04-01 | 367.559233587811 |
| 1996-05-01 | 368.304767457134 |
| 1996-06-01 | 364.615878178953 |
| 1996-07-01 | 367.287755207100 |
| 1996-08-01 | 368.177858395769 |
| 1996-09-01 | 367.160812721158 |
| 1996-10-01 | 373.618961508474 |
| 1996-11-01 | 373.838518930532 |
| 1996-12-01 | 374.829687445880 |
| 1997-01-01 | 373.679830378553 |
| 1997-02-01 | 374.285879347021 |
| 1997-03-01 | 375.531363335331 |
| 1997-04-01 | 377.373252214728 |
| 1997-05-01 | 378.108785410468 |
| 1997-06-01 | 379.196559239794 |
| 1997-07-01 | 376.834657414487 |
| 1997-08-01 | 378.525670171082 |
| 1997-09-01 | 378.190446623554 |
| 1997-10-01 | 379.126879284208 |
| 1997-11-01 | 378.067477841517 |
| 1997-12-01 | 378.854768345916 |
| 1998-01-01 | 380.488952568853 |
| 1998-02-01 | 380.045889821650 |
| 1998-03-01 | 380.706133652076 |
| 1998-04-01 | 381.683299950508 |
| 1998-05-01 | 383.983139735286 |
| 1998-06-01 | 384.550785382997 |
| 1998-07-01 | 384.912983898147 |
| 1998-08-01 | 386.459479847285 |
| 1998-09-01 | 386.514909598781 |
| 1998-10-01 | 385.830304720674 |
| 1998-11-01 | 386.887500846698 |
| 1998-12-01 | 387.646833850036 |
| 1999-01-01 | 388.044486917092 |
| 1999-02-01 | 389.773038026862 |
| 1999-03-01 | 389.836173880834 |
| 1999-04-01 | 388.634513455633 |
| 1999-05-01 | 388.669960506859 |
| 1999-06-01 | 388.106306115040 |
| 1999-07-01 | 389.937453698557 |
| 1999-08-01 | 388.755610979920 |
| 1999-09-01 | 390.258349221252 |
| 1999-10-01 | 391.692339709376 |
| 1999-11-01 | 392.625178063216 |
| 1999-12-01 | 393.098983112242 |
| 2000-01-01 | 392.465107377376 |
| 2000-02-01 | 394.199339649881 |
| 2000-03-01 | 394.276248029062 |
| 2000-04-01 | 395.349787513968 |
| 2000-05-01 | 395.037869576944 |
| 2000-06-01 | 395.942823718458 |
| 2000-07-01 | 399.227021205085 |
| 2000-08-01 | 401.214325099043 |
| 2000-09-01 | 402.992649254010 |
| 2000-10-01 | 399.145462521684 |
| 2000-11-01 | 400.528705177169 |
| 2000-12-01 | 402.283215043927 |
| 2001-01-01 | 404.710790197477 |
| 2001-02-01 | 405.787458893240 |
| 2001-03-01 | 406.541244228053 |
| 2001-04-01 | 406.624978296730 |
| 2001-05-01 | 407.893056612135 |
| 2001-06-01 | 407.905835026216 |
| 2001-07-01 | 407.305357515605 |
| 2001-08-01 | 406.918993939983 |
| 2001-09-01 | 406.070154905152 |
| 2001-10-01 | 407.991147053839 |
| 2001-11-01 | 408.658804517177 |
| 2001-12-01 | 406.470002188615 |
| 2002-01-01 | 408.315187352392 |
| 2002-02-01 | 407.707376643107 |
| 2002-03-01 | 407.400485775043 |
| 2002-04-01 | 410.803838477233 |
| 2002-05-01 | 413.850810283206 |
| 2002-06-01 | 413.232024105774 |
| 2002-07-01 | 411.759268113727 |
| 2002-08-01 | 413.192292308832 |
| 2002-09-01 | 414.035123237513 |
| 2002-10-01 | 414.484578138421 |
| 2002-11-01 | 415.640663684978 |
| 2002-12-01 | 416.628865424449 |
| 2003-01-01 | 417.557164976081 |
| 2003-02-01 | 417.869811737332 |
| 2003-03-01 | 418.617121512118 |
| 2003-04-01 | 419.948588536944 |
| 2003-05-01 | 421.159312455579 |
| 2003-06-01 | 422.503168614316 |
| 2003-07-01 | 423.426978229283 |
| 2003-08-01 | 425.007272357272 |
| 2003-09-01 | 426.227677112438 |
| 2003-10-01 | 427.183650814227 |
| 2003-11-01 | 428.820247662499 |
| 2003-12-01 | 430.433428485552 |
| 2004-01-01 | 432.948035848463 |
| 2004-02-01 | 434.812666373431 |
| 2004-03-01 | 434.456022515527 |
| 2004-04-01 | 431.533378519180 |
| 2004-05-01 | 433.912664347113 |
| 2004-06-01 | 432.595215057397 |
| 2004-07-01 | 437.242507228421 |
| 2004-08-01 | 437.620039311668 |
| 2004-09-01 | 438.459164800389 |
| 2004-10-01 | 439.813900539672 |
| 2004-11-01 | 440.172547452098 |
| 2004-12-01 | 441.687042482366 |
| 2005-01-01 | 439.623426964919 |
| 2005-02-01 | 440.356214289738 |
| 2005-03-01 | 442.330577848081 |
| 2005-04-01 | 444.243872605995 |
| 2005-05-01 | 443.918425747286 |
| 2005-06-01 | 445.128764337835 |
| 2005-07-01 | 445.825008341280 |
| 2005-08-01 | 445.528966099084 |
| 2005-09-01 | 446.948549232547 |
| 2005-10-01 | 447.058989432782 |
| 2005-11-01 | 448.259063346243 |
| 2005-12-01 | 450.534548931330 |
| 2006-01-01 | 451.802153577262 |
| 2006-02-01 | 454.144485718756 |
| 2006-03-01 | 454.794220712114 |
| 2006-04-01 | 454.945926269850 |
| 2006-05-01 | 456.650210428326 |
| 2006-06-01 | 457.470376976275 |
| 2006-07-01 | 456.526767133031 |
| 2006-08-01 | 458.491360381210 |
| 2006-09-01 | 458.846797378138 |
| 2006-10-01 | 460.530682967771 |
| 2006-11-01 | 461.645142129473 |
| 2006-12-01 | 463.095405254603 |
| 2007-01-01 | 462.686390988884 |
| 2007-02-01 | 462.820170394179 |
| 2007-03-01 | 464.529239205356 |
| 2007-04-01 | 465.239284301734 |
| 2007-05-01 | 465.556268601588 |
| 2007-06-01 | 466.659674344212 |
| 2007-07-01 | 467.682447357201 |
| 2007-08-01 | 468.649167101782 |
| 2007-09-01 | 469.813911919334 |
| 2007-10-01 | 471.105173434686 |
| 2007-11-01 | 471.876077934448 |
| 2007-12-01 | 472.092845942651 |
| 2008-01-01 | 473.315070925751 |
| 2008-02-01 | 474.436152576599 |
| 2008-03-01 | 475.303417808048 |
| 2008-04-01 | 475.998498077761 |
| 2008-05-01 | 474.584988713158 |
| 2008-06-01 | 475.812197274244 |
| 2008-07-01 | 475.561496921088 |
| 2008-08-01 | 475.001686420388 |
| 2008-09-01 | 472.060949471990 |
| 2008-10-01 | 470.649984346397 |
| 2008-11-01 | 468.125415702434 |
| 2008-12-01 | 466.307985742994 |
| 2009-01-01 | 463.369299961316 |
| 2009-02-01 | 460.418016360770 |
| 2009-03-01 | 457.881667249383 |
| 2009-04-01 | 453.562494684637 |
| 2009-05-01 | 455.385300233398 |
| 2009-06-01 | 453.596961733563 |
| 2009-07-01 | 452.725697274288 |
| 2009-08-01 | 451.333805197092 |
| 2009-09-01 | 451.639917833273 |
| 2009-10-01 | 453.649431484924 |
| 2009-11-01 | 450.710063359971 |
| 2009-12-01 | 450.399773190806 |
| 2010-01-01 | 449.881574422944 |
| 2010-02-01 | 449.997236653087 |
| 2010-03-01 | 449.834128011748 |
| 2010-04-01 | 452.807106779894 |
| 2010-05-01 | 453.007994668598 |
| 2010-06-01 | 454.649738529390 |
| 2010-07-01 | 455.531354444608 |
| 2010-08-01 | 456.382620338179 |
| 2010-09-01 | 457.556596239620 |
| 2010-10-01 | 457.747573610870 |
| 2010-11-01 | 457.217075987925 |
| 2010-12-01 | 459.885347944691 |
| 2011-01-01 | 462.191301969537 |
| 2011-02-01 | 463.336413530367 |
| 2011-03-01 | 463.500878700594 |
| 2011-04-01 | 464.039717179214 |
| 2011-05-01 | 464.725887658303 |
| 2011-06-01 | 464.700848668751 |
| 2011-07-01 | 466.573580074323 |
| 2011-08-01 | 468.491844246191 |
| 2011-09-01 | 472.662799291809 |
| 2011-10-01 | 471.714101866156 |
| 2011-11-01 | 474.527304624456 |
| 2011-12-01 | 474.768328294571 |
| 2012-01-01 | 478.238887337563 |
| 2012-02-01 | 479.344233222192 |
| 2012-03-01 | 481.697611418888 |
| 2012-04-01 | 485.313098082118 |
| 2012-05-01 | 487.745360435004 |
| 2012-06-01 | 491.240360414047 |
| 2012-07-01 | 490.101947332946 |
| 2012-08-01 | 492.824063515325 |
| 2012-09-01 | 494.977674392486 |
| 2012-10-01 | 496.430118253770 |
| 2012-11-01 | 499.204940346790 |
| 2012-12-01 | 501.845208250716 |
| 2013-01-01 | 503.112550373475 |
| 2013-02-01 | 505.568266963501 |
| 2013-03-01 | 507.569775249078 |
| 2013-04-01 | 509.450092597080 |
| 2013-05-01 | 512.941854831695 |
| 2013-06-01 | 516.534731757135 |
| 2013-07-01 | 518.257734466348 |
| 2013-08-01 | 518.928179909787 |
| 2013-09-01 | 520.775389535241 |
| 2013-10-01 | 522.876721869056 |
| 2013-11-01 | 525.556336680504 |
| 2013-12-01 | 527.828781770817 |
| 2014-01-01 | 531.310122006812 |
| 2014-02-01 | 534.066207802888 |
| 2014-03-01 | 536.253777117326 |
| 2014-04-01 | 535.622323101573 |
| 2014-05-01 | 539.365717719697 |
| 2014-06-01 | 540.381420387613 |
| 2014-07-01 | 542.495076670846 |
| 2014-08-01 | 545.621146725823 |
| 2014-09-01 | 546.719416512954 |
| 2014-10-01 | 548.068598099877 |
| 2014-11-01 | 550.378001473037 |
| 2014-12-01 | 551.267477060591 |
| 2015-01-01 | 554.625353982009 |
| 2015-02-01 | 557.575971608024 |
| 2015-03-01 | 558.636068102316 |
| 2015-04-01 | 559.333638382986 |
| 2015-05-01 | 561.449528059106 |
| 2015-06-01 | 563.684279040038 |
| 2015-07-01 | 568.779288434307 |
| 2015-08-01 | 569.582882957283 |
| 2015-09-01 | 571.666312791240 |
| 2015-10-01 | 575.573357739083 |
| 2015-11-01 | 576.252361924074 |
| 2015-12-01 | 579.439131962533 |
| 2016-01-01 | 581.220907891495 |
| 2016-02-01 | 583.394444784222 |
| 2016-03-01 | 583.701524615242 |
| 2016-04-01 | 586.279482747772 |
| 2016-05-01 | 586.705134971462 |
| 2016-06-01 | 588.291263573334 |
| 2016-07-01 | 590.033656217141 |
| 2016-08-01 | 591.547061854142 |
| 2016-09-01 | 594.877141512769 |
| 2016-10-01 | 595.411879317183 |
| 2016-11-01 | 596.564443251120 |
| 2016-12-01 | 597.469153876761 |
| 2017-01-01 | 598.784106680824 |
| 2017-02-01 | 599.923928343964 |
| 2017-03-01 | 603.045703974058 |
| 2017-04-01 | 604.180973997346 |
| 2017-05-01 | 605.461364371808 |
| 2017-06-01 | 607.302648576493 |
| 2017-07-01 | 608.980360961402 |
| 2017-08-01 | 609.381315986544 |
| 2017-09-01 | 609.889954341321 |
| 2017-10-01 | 610.697200237140 |
| 2017-11-01 | 611.660242592276 |
| 2017-12-01 | 613.015202519264 |
| 2018-01-01 | 613.294935686707 |
| 2018-02-01 | 614.531178731773 |
| 2018-03-01 | 614.287485523789 |
| 2018-04-01 | 616.188648733828 |
| 2018-05-01 | 616.453070878005 |
| 2018-06-01 | 615.979378663710 |
| 2018-07-01 | 616.287431824244 |
| 2018-08-01 | 617.556113422676 |
| 2018-09-01 | 617.454748584168 |
| 2018-10-01 | 618.187404181748 |
| 2018-11-01 | 618.821411737527 |
| 2018-12-01 | 620.236172852680 |
| 2019-01-01 | 620.651304961181 |
| 2019-02-01 | 622.656145836398 |
| 2019-03-01 | 623.652358256257 |
| 2019-04-01 | 623.231937709678 |
| 2019-05-01 | 624.593785171129 |
| 2019-06-01 | 624.520206115622 |
| 2019-07-01 | 622.961698303119 |
| 2019-08-01 | 623.176374977736 |
| 2019-09-01 | 625.301073723086 |
| 2019-10-01 | 627.624932460906 |
| 2019-11-01 | 628.865519143671 |
| 2019-12-01 | 629.086585059615 |
| 2020-01-01 | 630.834696386193 |
| 2020-02-01 | 632.376699445451 |
| 2020-03-01 | 608.434048947209 |
| 2020-04-01 | 336.828694577063 |
| 2020-05-01 | 355.383612955762 |
| 2020-06-01 | 415.208933469967 |
| 2020-07-01 | 410.502372630077 |
| 2020-08-01 | 414.187826683429 |
| 2020-09-01 | 429.689330847130 |
| 2020-10-01 | 446.461760042262 |
| 2020-11-01 | 452.541788453400 |
| 2020-12-01 | 410.186736159988 |
| 2021-01-01 | 389.621052225525 |
| 2021-02-01 | 440.027449124182 |
| 2021-03-01 | 454.609033691356 |
| 2021-04-01 | 480.186854971398 |
| 2021-05-01 | 494.742787775772 |
| 2021-06-01 | 511.230958483793 |
| 2021-07-01 | 535.506105045935 |
| 2021-08-01 | 543.146305817536 |
| 2021-09-01 | 549.278298285009 |
| 2021-10-01 | 557.866567271394 |
| 2021-11-01 | 562.562920416964 |
| 2021-12-01 | 568.299371357163 |
| 2022-01-01 | 564.919543605233 |
| 2022-02-01 | 575.769115062403 |
| 2022-03-01 | 579.323256969156 |
| 2022-04-01 | 582.708706926059 |
| 2022-05-01 | 585.543694773939 |
| 2022-06-01 | 590.361561501358 |
| 2022-07-01 | 593.716810772764 |
| 2022-08-01 | 595.504040923486 |
| 2022-09-01 | 598.971481987481 |
| 2022-10-01 | 599.085058233414 |
| 2022-11-01 | 602.675512575252 |
| 2022-12-01 | 603.148025403906 |
| 2023-01-01 | 605.590424881867 |
| 2023-02-01 | 609.120362124716 |
| 2023-03-01 | 612.034719710146 |
| 2023-04-01 | 608.987892245247 |
| 2023-05-01 | 612.124936868823 |
| 2023-06-01 | 613.644786128254 |
| 2023-07-01 | 615.126148761861 |
| 2023-08-01 | 617.099050812560 |
| 2023-09-01 | 618.225835996310 |
| 2023-10-01 | 616.196953509925 |
| 2023-11-01 | 616.706659186325 |
| 2023-12-01 | 617.540399568532 |
| 2024-01-01 | 619.962873283131 |
| 2024-02-01 | 615.291835868142 |
| 2024-03-01 | 612.658582283733 |
| 2024-04-01 | 612.149871202335 |
| 2024-05-01 | 610.660543256735 |
| 2024-06-01 | 609.070840106314 |
| 2024-07-01 | 610.436294885295 |
| 2024-08-01 | 609.073278657848 |
| 2024-09-01 | 610.477700797010 |
| 2024-10-01 | 613.219198542002 |
| 2024-11-01 | 612.547686949332 |
| 2024-12-01 | 611.247283385878 |
| 2025-01-01 | 607.415543174351 |
| 2025-02-01 | 606.680765772557 |
| 2025-03-01 | 608.566621572694 |
| 2025-04-01 | 610.282676310579 |
| 2025-05-01 | 610.990685770846 |
| 2025-06-01 | 609.177453481038 |
| 2025-07-01 | 605.859361662561 |
| 2025-08-01 | 609.814343572112 |
| 2025-09-01 | 608.072977146671 |
| 2025-10-01 | 609.995942906947 |
| 2025-11-01 | 611.295804791066 |
| 2025-12-01 | 613.783676311170 |
| 2026-01-01 | 621.520168852144 |
| 2026-02-01 | 620.516412572231 |
| 2026-03-01 | 618.772479625985 |
| 2026-04-01 | 619.868090827573 |
| 2026-05-01 | 621.012997540092 |
| 2026-06-01 | 624.283913479069 |
| 2026-07-01 | 620.488971118608 |