Table Data - All Employees: Leisure and Hospitality: Restaurants and Other Eating Places in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Leisure and Hospitality: Restaurants and Other Eating Places in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310807072250001SA |
| 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 | 248.736145514163 |
| 1990-02-01 | 247.301884706871 |
| 1990-03-01 | 247.034880872153 |
| 1990-04-01 | 248.259054656297 |
| 1990-05-01 | 247.716373039361 |
| 1990-06-01 | 249.310369330361 |
| 1990-07-01 | 251.063943939399 |
| 1990-08-01 | 252.236659044419 |
| 1990-09-01 | 251.654520008967 |
| 1990-10-01 | 250.387262117274 |
| 1990-11-01 | 250.209597289244 |
| 1990-12-01 | 249.761573782794 |
| 1991-01-01 | 251.251061315459 |
| 1991-02-01 | 251.050901724555 |
| 1991-03-01 | 251.456061628881 |
| 1991-04-01 | 257.648543877935 |
| 1991-05-01 | 258.658383759787 |
| 1991-06-01 | 258.316471043093 |
| 1991-07-01 | 258.913095558672 |
| 1991-08-01 | 257.980348941967 |
| 1991-09-01 | 259.252881451390 |
| 1991-10-01 | 262.010472257418 |
| 1991-11-01 | 263.009912163953 |
| 1991-12-01 | 262.730713940871 |
| 1992-01-01 | 253.068598295678 |
| 1992-02-01 | 255.158704446372 |
| 1992-03-01 | 256.002584033328 |
| 1992-04-01 | 258.236663097883 |
| 1992-05-01 | 257.633443859722 |
| 1992-06-01 | 256.601286876395 |
| 1992-07-01 | 260.514730695170 |
| 1992-08-01 | 261.252072118568 |
| 1992-09-01 | 261.497331759514 |
| 1992-10-01 | 265.421022732638 |
| 1992-11-01 | 265.567987222582 |
| 1992-12-01 | 266.062010679347 |
| 1993-01-01 | 259.885253821412 |
| 1993-02-01 | 259.869239512496 |
| 1993-03-01 | 259.600690451973 |
| 1993-04-01 | 258.662903768400 |
| 1993-05-01 | 259.895555088783 |
| 1993-06-01 | 260.524690535777 |
| 1993-07-01 | 260.182868466834 |
| 1993-08-01 | 261.000583687049 |
| 1993-09-01 | 260.875107801703 |
| 1993-10-01 | 259.588353682923 |
| 1993-11-01 | 259.608304648842 |
| 1993-12-01 | 261.142565093856 |
| 1994-01-01 | 261.341584982034 |
| 1994-02-01 | 261.813753096370 |
| 1994-03-01 | 264.050430136544 |
| 1994-04-01 | 263.282826328228 |
| 1994-05-01 | 264.101460712254 |
| 1994-06-01 | 264.174436992450 |
| 1994-07-01 | 263.333438317273 |
| 1994-08-01 | 264.081320084778 |
| 1994-09-01 | 264.454340726035 |
| 1994-10-01 | 264.397474630606 |
| 1994-11-01 | 265.025713167627 |
| 1994-12-01 | 266.038338006469 |
| 1995-01-01 | 265.147521952613 |
| 1995-02-01 | 265.490159148503 |
| 1995-03-01 | 265.314115420957 |
| 1995-04-01 | 266.407976099905 |
| 1995-05-01 | 267.220421802372 |
| 1995-06-01 | 269.216735838890 |
| 1995-07-01 | 270.890298393735 |
| 1995-08-01 | 271.239913275904 |
| 1995-09-01 | 272.457376607646 |
| 1995-10-01 | 271.282878287659 |
| 1995-11-01 | 273.975075758508 |
| 1995-12-01 | 274.545879526943 |
| 1996-01-01 | 274.046474922797 |
| 1996-02-01 | 274.929110060627 |
| 1996-03-01 | 275.861993006474 |
| 1996-04-01 | 277.206483659527 |
| 1996-05-01 | 278.498928518135 |
| 1996-06-01 | 275.263442914774 |
| 1996-07-01 | 277.087116489470 |
| 1996-08-01 | 277.612482090315 |
| 1996-09-01 | 277.073747777684 |
| 1996-10-01 | 280.978401103936 |
| 1996-11-01 | 282.158825888757 |
| 1996-12-01 | 283.248550554423 |
| 1997-01-01 | 284.902150270237 |
| 1997-02-01 | 285.600755993261 |
| 1997-03-01 | 286.369624084403 |
| 1997-04-01 | 287.120719665342 |
| 1997-05-01 | 288.111205089656 |
| 1997-06-01 | 288.217337205387 |
| 1997-07-01 | 287.653876440099 |
| 1997-08-01 | 289.003353432889 |
| 1997-09-01 | 288.965903795574 |
| 1997-10-01 | 289.535852292934 |
| 1997-11-01 | 289.655395509684 |
| 1997-12-01 | 289.862898851786 |
| 1998-01-01 | 291.770880127792 |
| 1998-02-01 | 290.958364037643 |
| 1998-03-01 | 291.638189857181 |
| 1998-04-01 | 292.409442360591 |
| 1998-05-01 | 294.779499880749 |
| 1998-06-01 | 295.140452746169 |
| 1998-07-01 | 296.068421321468 |
| 1998-08-01 | 297.363892459262 |
| 1998-09-01 | 297.661452868591 |
| 1998-10-01 | 295.869809953815 |
| 1998-11-01 | 298.228509399978 |
| 1998-12-01 | 299.117159860292 |
| 1999-01-01 | 299.938198131820 |
| 1999-02-01 | 301.535254779625 |
| 1999-03-01 | 301.837735998755 |
| 1999-04-01 | 301.571509230328 |
| 1999-05-01 | 301.470179654736 |
| 1999-06-01 | 301.321925640673 |
| 1999-07-01 | 302.658939675908 |
| 1999-08-01 | 301.438098718306 |
| 1999-09-01 | 303.295190688089 |
| 1999-10-01 | 304.876279359578 |
| 1999-11-01 | 305.507184994406 |
| 1999-12-01 | 305.800842704593 |
| 2000-01-01 | 304.912476736603 |
| 2000-02-01 | 307.108203138715 |
| 2000-03-01 | 307.695923330705 |
| 2000-04-01 | 308.883139609252 |
| 2000-05-01 | 308.831158042549 |
| 2000-06-01 | 310.218536565042 |
| 2000-07-01 | 312.089557989653 |
| 2000-08-01 | 313.741893758531 |
| 2000-09-01 | 315.394780485240 |
| 2000-10-01 | 313.102538832971 |
| 2000-11-01 | 314.395762219006 |
| 2000-12-01 | 316.265783510183 |
| 2001-01-01 | 317.794332564851 |
| 2001-02-01 | 318.722554064598 |
| 2001-03-01 | 318.727467210538 |
| 2001-04-01 | 317.149854337392 |
| 2001-05-01 | 318.109312076487 |
| 2001-06-01 | 318.304557125760 |
| 2001-07-01 | 319.519187091085 |
| 2001-08-01 | 319.661821782001 |
| 2001-09-01 | 319.207941175613 |
| 2001-10-01 | 321.330429780798 |
| 2001-11-01 | 321.969289122656 |
| 2001-12-01 | 321.131290217315 |
| 2002-01-01 | 321.977978830720 |
| 2002-02-01 | 321.440943264167 |
| 2002-03-01 | 320.991844953522 |
| 2002-04-01 | 324.220078558826 |
| 2002-05-01 | 326.302421228698 |
| 2002-06-01 | 325.866448102588 |
| 2002-07-01 | 324.210812671599 |
| 2002-08-01 | 324.787560944810 |
| 2002-09-01 | 325.079992542108 |
| 2002-10-01 | 324.348652517312 |
| 2002-11-01 | 324.833074151703 |
| 2002-12-01 | 325.922995046819 |
| 2003-01-01 | 326.735719826972 |
| 2003-02-01 | 326.711653510046 |
| 2003-03-01 | 327.615607735983 |
| 2003-04-01 | 328.462355175085 |
| 2003-05-01 | 328.824615952570 |
| 2003-06-01 | 330.573002076915 |
| 2003-07-01 | 331.427530426932 |
| 2003-08-01 | 332.698452704783 |
| 2003-09-01 | 333.910236297446 |
| 2003-10-01 | 335.149083666698 |
| 2003-11-01 | 336.010735975110 |
| 2003-12-01 | 337.103541714832 |
| 2004-01-01 | 339.235687500730 |
| 2004-02-01 | 341.047295185709 |
| 2004-03-01 | 341.477173725312 |
| 2004-04-01 | 338.206639189732 |
| 2004-05-01 | 339.321734034620 |
| 2004-06-01 | 337.895273513631 |
| 2004-07-01 | 342.611565832990 |
| 2004-08-01 | 342.872861633263 |
| 2004-09-01 | 344.030557367271 |
| 2004-10-01 | 345.669513700098 |
| 2004-11-01 | 346.434233967747 |
| 2004-12-01 | 348.448183996562 |
| 2005-01-01 | 345.504489023185 |
| 2005-02-01 | 346.941944059281 |
| 2005-03-01 | 348.161220115269 |
| 2005-04-01 | 349.700274683076 |
| 2005-05-01 | 350.475201408626 |
| 2005-06-01 | 351.271135563437 |
| 2005-07-01 | 351.412969613442 |
| 2005-08-01 | 351.862138344706 |
| 2005-09-01 | 353.031521691909 |
| 2005-10-01 | 354.138241803149 |
| 2005-11-01 | 355.300044029633 |
| 2005-12-01 | 357.592074735007 |
| 2006-01-01 | 358.400931559031 |
| 2006-02-01 | 360.385661065695 |
| 2006-03-01 | 361.217592069610 |
| 2006-04-01 | 360.387033057050 |
| 2006-05-01 | 361.528556301045 |
| 2006-06-01 | 362.567662357196 |
| 2006-07-01 | 360.830535841891 |
| 2006-08-01 | 362.968609222456 |
| 2006-09-01 | 363.813869318125 |
| 2006-10-01 | 364.767393103012 |
| 2006-11-01 | 366.439778671387 |
| 2006-12-01 | 368.796936925074 |
| 2007-01-01 | 366.474415096731 |
| 2007-02-01 | 367.391177141701 |
| 2007-03-01 | 368.542004893550 |
| 2007-04-01 | 367.980058253169 |
| 2007-05-01 | 368.544207303174 |
| 2007-06-01 | 368.489401174076 |
| 2007-07-01 | 369.258091413283 |
| 2007-08-01 | 370.001128595938 |
| 2007-09-01 | 370.216990621906 |
| 2007-10-01 | 371.371110635433 |
| 2007-11-01 | 371.848605654180 |
| 2007-12-01 | 372.517910290749 |
| 2008-01-01 | 373.047396267458 |
| 2008-02-01 | 373.066012667316 |
| 2008-03-01 | 373.562990487391 |
| 2008-04-01 | 374.956950731834 |
| 2008-05-01 | 374.057349091631 |
| 2008-06-01 | 374.707452293341 |
| 2008-07-01 | 374.859918813351 |
| 2008-08-01 | 374.073193594566 |
| 2008-09-01 | 372.425466671394 |
| 2008-10-01 | 370.214446328390 |
| 2008-11-01 | 368.332174774212 |
| 2008-12-01 | 367.259537142265 |
| 2009-01-01 | 365.396692395264 |
| 2009-02-01 | 363.463120929329 |
| 2009-03-01 | 361.691706412302 |
| 2009-04-01 | 359.866838604487 |
| 2009-05-01 | 360.147364689480 |
| 2009-06-01 | 359.292190319512 |
| 2009-07-01 | 360.533316892928 |
| 2009-08-01 | 358.943329534483 |
| 2009-09-01 | 359.092267487209 |
| 2009-10-01 | 359.074007379139 |
| 2009-11-01 | 357.955144964636 |
| 2009-12-01 | 357.163119725290 |
| 2010-01-01 | 357.147445793026 |
| 2010-02-01 | 357.438140158772 |
| 2010-03-01 | 356.881151514158 |
| 2010-04-01 | 359.755656831940 |
| 2010-05-01 | 360.485910253916 |
| 2010-06-01 | 361.208186735854 |
| 2010-07-01 | 361.827075659184 |
| 2010-08-01 | 362.471747672041 |
| 2010-09-01 | 364.632679547789 |
| 2010-10-01 | 363.918997773167 |
| 2010-11-01 | 363.790601425804 |
| 2010-12-01 | 365.805004104731 |
| 2011-01-01 | 366.782901437776 |
| 2011-02-01 | 367.747153283267 |
| 2011-03-01 | 368.634994989471 |
| 2011-04-01 | 368.570428701470 |
| 2011-05-01 | 370.029859087373 |
| 2011-06-01 | 370.433608275261 |
| 2011-07-01 | 371.782019110326 |
| 2011-08-01 | 373.321849600488 |
| 2011-09-01 | 375.927641845475 |
| 2011-10-01 | 376.810149067241 |
| 2011-11-01 | 378.447460027264 |
| 2011-12-01 | 379.114078504790 |
| 2012-01-01 | 383.188072591691 |
| 2012-02-01 | 384.487671371423 |
| 2012-03-01 | 386.245148982757 |
| 2012-04-01 | 388.890266301843 |
| 2012-05-01 | 390.606591183259 |
| 2012-06-01 | 393.207809722699 |
| 2012-07-01 | 392.506716169239 |
| 2012-08-01 | 394.515186468070 |
| 2012-09-01 | 395.925639500933 |
| 2012-10-01 | 398.032083558183 |
| 2012-11-01 | 400.797272203357 |
| 2012-12-01 | 402.322135422554 |
| 2013-01-01 | 403.429212644535 |
| 2013-02-01 | 405.158472138676 |
| 2013-03-01 | 406.406637381515 |
| 2013-04-01 | 409.270958451949 |
| 2013-05-01 | 411.688124593246 |
| 2013-06-01 | 414.915069375549 |
| 2013-07-01 | 416.666936580133 |
| 2013-08-01 | 418.063639340377 |
| 2013-09-01 | 418.924471726681 |
| 2013-10-01 | 420.911024403041 |
| 2013-11-01 | 423.363799387147 |
| 2013-12-01 | 425.549385108197 |
| 2014-01-01 | 428.169548438811 |
| 2014-02-01 | 430.657348568732 |
| 2014-03-01 | 432.174204206487 |
| 2014-04-01 | 433.375298526669 |
| 2014-05-01 | 435.278352273994 |
| 2014-06-01 | 436.841650143235 |
| 2014-07-01 | 438.704722679306 |
| 2014-08-01 | 442.225184796888 |
| 2014-09-01 | 442.954233698925 |
| 2014-10-01 | 444.332143539587 |
| 2014-11-01 | 445.711397950610 |
| 2014-12-01 | 446.826758929883 |
| 2015-01-01 | 449.886273912473 |
| 2015-02-01 | 453.028995087473 |
| 2015-03-01 | 453.399410019680 |
| 2015-04-01 | 453.843994450245 |
| 2015-05-01 | 454.598968428369 |
| 2015-06-01 | 457.696612706142 |
| 2015-07-01 | 461.096899591201 |
| 2015-08-01 | 462.587128529794 |
| 2015-09-01 | 464.764427687259 |
| 2015-10-01 | 467.733209649451 |
| 2015-11-01 | 467.838354880465 |
| 2015-12-01 | 470.024879153000 |
| 2016-01-01 | 471.755437782157 |
| 2016-02-01 | 473.028173987066 |
| 2016-03-01 | 474.229415990016 |
| 2016-04-01 | 475.942273376129 |
| 2016-05-01 | 475.991640780902 |
| 2016-06-01 | 477.869098111112 |
| 2016-07-01 | 479.884409285493 |
| 2016-08-01 | 481.094961187979 |
| 2016-09-01 | 482.716563476642 |
| 2016-10-01 | 484.731311501774 |
| 2016-11-01 | 485.841715557822 |
| 2016-12-01 | 486.315738588781 |
| 2017-01-01 | 486.761352208981 |
| 2017-02-01 | 488.564369544432 |
| 2017-03-01 | 490.498361998789 |
| 2017-04-01 | 492.185281245081 |
| 2017-05-01 | 492.886559924267 |
| 2017-06-01 | 494.242509445687 |
| 2017-07-01 | 494.391676251936 |
| 2017-08-01 | 494.338293618960 |
| 2017-09-01 | 495.353544244924 |
| 2017-10-01 | 495.834805154414 |
| 2017-11-01 | 496.607471488865 |
| 2017-12-01 | 497.522887084602 |
| 2018-01-01 | 498.543489651387 |
| 2018-02-01 | 498.750449121386 |
| 2018-03-01 | 498.955447169172 |
| 2018-04-01 | 500.682334965715 |
| 2018-05-01 | 499.616589797203 |
| 2018-06-01 | 499.555086169554 |
| 2018-07-01 | 500.572490272541 |
| 2018-08-01 | 501.732228896242 |
| 2018-09-01 | 501.246270971447 |
| 2018-10-01 | 502.483072632841 |
| 2018-11-01 | 502.227661408926 |
| 2018-12-01 | 503.665650608873 |
| 2019-01-01 | 503.478288278296 |
| 2019-02-01 | 503.805289746135 |
| 2019-03-01 | 505.475347773473 |
| 2019-04-01 | 505.846466495497 |
| 2019-05-01 | 505.936790694267 |
| 2019-06-01 | 505.755212296018 |
| 2019-07-01 | 504.913732891099 |
| 2019-08-01 | 505.193788862632 |
| 2019-09-01 | 506.356096259744 |
| 2019-10-01 | 507.603574438599 |
| 2019-11-01 | 508.808974523271 |
| 2019-12-01 | 508.978405341807 |
| 2020-01-01 | 510.158592093559 |
| 2020-02-01 | 511.262256326474 |
| 2020-03-01 | 493.700273328580 |
| 2020-04-01 | 281.019833392397 |
| 2020-05-01 | 307.295607314904 |
| 2020-06-01 | 363.918659859042 |
| 2020-07-01 | 360.874241255219 |
| 2020-08-01 | 364.328167795726 |
| 2020-09-01 | 377.605634888816 |
| 2020-10-01 | 389.945912863106 |
| 2020-11-01 | 393.175645402020 |
| 2020-12-01 | 356.126071407181 |
| 2021-01-01 | 337.011846746645 |
| 2021-02-01 | 382.831860763850 |
| 2021-03-01 | 397.789021735473 |
| 2021-04-01 | 417.183931029724 |
| 2021-05-01 | 426.496358608789 |
| 2021-06-01 | 438.609871418500 |
| 2021-07-01 | 452.797103486220 |
| 2021-08-01 | 456.384439353026 |
| 2021-09-01 | 458.638799658628 |
| 2021-10-01 | 465.488739041522 |
| 2021-11-01 | 467.716192867843 |
| 2021-12-01 | 471.568637219994 |
| 2022-01-01 | 468.513304923515 |
| 2022-02-01 | 476.207307516085 |
| 2022-03-01 | 480.071988498821 |
| 2022-04-01 | 483.331894630728 |
| 2022-05-01 | 483.910929890106 |
| 2022-06-01 | 487.168914154869 |
| 2022-07-01 | 488.576832349224 |
| 2022-08-01 | 489.173966273351 |
| 2022-09-01 | 489.927688717630 |
| 2022-10-01 | 489.850002445221 |
| 2022-11-01 | 491.844763794682 |
| 2022-12-01 | 492.415287963096 |
| 2023-01-01 | 493.502754617616 |
| 2023-02-01 | 496.674392249114 |
| 2023-03-01 | 498.581798341907 |
| 2023-04-01 | 496.449758934529 |
| 2023-05-01 | 498.216695779745 |
| 2023-06-01 | 499.174399551091 |
| 2023-07-01 | 500.389106322161 |
| 2023-08-01 | 501.269541744431 |
| 2023-09-01 | 500.758284753123 |
| 2023-10-01 | 499.200681958898 |
| 2023-11-01 | 498.352130070824 |
| 2023-12-01 | 499.099637557659 |
| 2024-01-01 | 502.291693825114 |
| 2024-02-01 | 497.438713310052 |
| 2024-03-01 | 495.195843152652 |
| 2024-04-01 | 495.659361620367 |
| 2024-05-01 | 493.672259711681 |
| 2024-06-01 | 490.752170439081 |
| 2024-07-01 | 492.536634531650 |
| 2024-08-01 | 490.567747884739 |
| 2024-09-01 | 488.975757715519 |
| 2024-10-01 | 492.289994289415 |
| 2024-11-01 | 491.880331282020 |
| 2024-12-01 | 491.389201471471 |
| 2025-01-01 | 489.188050303733 |
| 2025-02-01 | 487.837586797714 |
| 2025-03-01 | 488.847389716239 |
| 2025-04-01 | 489.473707601173 |
| 2025-05-01 | 489.863429395063 |
| 2025-06-01 | 489.818999902319 |
| 2025-07-01 | 487.793762768813 |
| 2025-08-01 | 489.370470049255 |
| 2025-09-01 | 489.070110297215 |
| 2025-10-01 | 491.877272491127 |
| 2025-11-01 | 492.580856423904 |
| 2025-12-01 | 493.902707776580 |
| 2026-01-01 | 499.301309635801 |
| 2026-02-01 | 498.608661838602 |
| 2026-03-01 | 498.636966461911 |
| 2026-04-01 | 500.285303663440 |
| 2026-05-01 | 500.943204493750 |