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 2026-06-01 |
| Last Updated | 2026-07-22 10:39 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 | 248.736172261813 |
| 1990-02-01 | 247.301816986516 |
| 1990-03-01 | 247.034684766327 |
| 1990-04-01 | 248.260585075040 |
| 1990-05-01 | 247.716879507505 |
| 1990-06-01 | 249.310629694216 |
| 1990-07-01 | 251.064003668304 |
| 1990-08-01 | 252.236484734192 |
| 1990-09-01 | 251.654326792706 |
| 1990-10-01 | 250.386847494222 |
| 1990-11-01 | 250.208979102343 |
| 1990-12-01 | 249.760827724052 |
| 1991-01-01 | 251.251109977135 |
| 1991-02-01 | 251.050876371044 |
| 1991-03-01 | 251.455880536611 |
| 1991-04-01 | 257.650039518774 |
| 1991-05-01 | 258.658870667164 |
| 1991-06-01 | 258.316709605775 |
| 1991-07-01 | 258.913135485441 |
| 1991-08-01 | 257.980172965432 |
| 1991-09-01 | 259.252687216299 |
| 1991-10-01 | 262.010073158384 |
| 1991-11-01 | 263.009329145543 |
| 1991-12-01 | 262.730022062262 |
| 1992-01-01 | 253.068686557606 |
| 1992-02-01 | 255.158717285018 |
| 1992-03-01 | 256.002389362203 |
| 1992-04-01 | 258.238018571346 |
| 1992-05-01 | 257.633830406441 |
| 1992-06-01 | 256.601451927976 |
| 1992-07-01 | 260.514732766440 |
| 1992-08-01 | 261.251907650157 |
| 1992-09-01 | 261.497157066691 |
| 1992-10-01 | 265.420695051852 |
| 1992-11-01 | 265.567513213020 |
| 1992-12-01 | 266.061441052051 |
| 1993-01-01 | 259.885394337526 |
| 1993-02-01 | 259.869297478109 |
| 1993-03-01 | 259.600516430106 |
| 1993-04-01 | 258.664009282737 |
| 1993-05-01 | 259.895797470952 |
| 1993-06-01 | 260.524766383901 |
| 1993-07-01 | 260.182837238208 |
| 1993-08-01 | 261.000441644531 |
| 1993-09-01 | 260.874986299446 |
| 1993-10-01 | 259.588132340508 |
| 1993-11-01 | 259.607984571514 |
| 1993-12-01 | 261.142186842162 |
| 1994-01-01 | 261.341722363020 |
| 1994-02-01 | 261.813826890250 |
| 1994-03-01 | 264.050301705572 |
| 1994-04-01 | 263.283623545516 |
| 1994-05-01 | 264.101581062515 |
| 1994-06-01 | 264.174440638553 |
| 1994-07-01 | 263.333364770098 |
| 1994-08-01 | 264.081211752899 |
| 1994-09-01 | 264.454266335438 |
| 1994-10-01 | 264.397354144454 |
| 1994-11-01 | 265.025546271589 |
| 1994-12-01 | 266.038151781624 |
| 1995-01-01 | 265.147593456279 |
| 1995-02-01 | 265.490261167968 |
| 1995-03-01 | 265.314064374834 |
| 1995-04-01 | 266.408410285527 |
| 1995-05-01 | 267.220430658948 |
| 1995-06-01 | 269.216680331437 |
| 1995-07-01 | 270.890183567062 |
| 1995-08-01 | 271.239835841415 |
| 1995-09-01 | 272.457363069164 |
| 1995-10-01 | 271.282934765863 |
| 1995-11-01 | 273.975041898565 |
| 1995-12-01 | 274.545857343888 |
| 1996-01-01 | 274.046439935843 |
| 1996-02-01 | 274.929199080296 |
| 1996-03-01 | 275.861975720335 |
| 1996-04-01 | 277.206627263417 |
| 1996-05-01 | 278.498833985915 |
| 1996-06-01 | 275.263325921453 |
| 1996-07-01 | 277.086999839271 |
| 1996-08-01 | 277.612305165374 |
| 1996-09-01 | 277.073926697976 |
| 1996-10-01 | 280.978740239368 |
| 1996-11-01 | 282.158923571982 |
| 1996-12-01 | 283.248571407135 |
| 1997-01-01 | 284.902095843787 |
| 1997-02-01 | 285.600777930977 |
| 1997-03-01 | 286.369555263310 |
| 1997-04-01 | 287.120628297803 |
| 1997-05-01 | 288.110943535405 |
| 1997-06-01 | 288.217102688961 |
| 1997-07-01 | 287.653643110102 |
| 1997-08-01 | 289.002775673971 |
| 1997-09-01 | 288.967007452692 |
| 1997-10-01 | 289.536756629077 |
| 1997-11-01 | 289.655364179219 |
| 1997-12-01 | 289.862824850929 |
| 1998-01-01 | 291.770808885181 |
| 1998-02-01 | 290.958186897839 |
| 1998-03-01 | 291.637888219746 |
| 1998-04-01 | 292.409299458108 |
| 1998-05-01 | 294.779022741192 |
| 1998-06-01 | 295.140072917530 |
| 1998-07-01 | 296.068012776017 |
| 1998-08-01 | 297.362780725142 |
| 1998-09-01 | 297.664119978386 |
| 1998-10-01 | 295.871141089684 |
| 1998-11-01 | 298.228271519469 |
| 1998-12-01 | 299.116954103781 |
| 1999-01-01 | 299.938179175563 |
| 1999-02-01 | 301.535041919368 |
| 1999-03-01 | 301.836412849993 |
| 1999-04-01 | 301.571593139566 |
| 1999-05-01 | 301.469685313612 |
| 1999-06-01 | 301.321396916149 |
| 1999-07-01 | 302.658290431211 |
| 1999-08-01 | 301.436616606159 |
| 1999-09-01 | 303.299339999312 |
| 1999-10-01 | 304.877959921125 |
| 1999-11-01 | 305.506719654319 |
| 1999-12-01 | 305.800556928718 |
| 2000-01-01 | 304.912514874002 |
| 2000-02-01 | 307.107986276202 |
| 2000-03-01 | 307.693582535754 |
| 2000-04-01 | 308.883535243888 |
| 2000-05-01 | 308.830716389244 |
| 2000-06-01 | 310.217884811014 |
| 2000-07-01 | 312.088747898221 |
| 2000-08-01 | 313.740197692103 |
| 2000-09-01 | 315.399720515262 |
| 2000-10-01 | 313.104144559949 |
| 2000-11-01 | 314.395342667510 |
| 2000-12-01 | 316.265626541509 |
| 2001-01-01 | 317.794664155349 |
| 2001-02-01 | 318.722544056177 |
| 2001-03-01 | 318.724120351920 |
| 2001-04-01 | 317.150603319645 |
| 2001-05-01 | 318.109298293823 |
| 2001-06-01 | 318.303719697432 |
| 2001-07-01 | 319.517499740424 |
| 2001-08-01 | 319.660371163495 |
| 2001-09-01 | 319.212817131849 |
| 2001-10-01 | 321.331695157480 |
| 2001-11-01 | 321.968462269277 |
| 2001-12-01 | 321.131728529924 |
| 2002-01-01 | 321.979961830644 |
| 2002-02-01 | 321.440494250131 |
| 2002-03-01 | 320.988215214187 |
| 2002-04-01 | 324.221038355429 |
| 2002-05-01 | 326.302692717860 |
| 2002-06-01 | 325.865314642700 |
| 2002-07-01 | 324.208267206100 |
| 2002-08-01 | 324.786564633475 |
| 2002-09-01 | 325.083908299899 |
| 2002-10-01 | 324.349183090003 |
| 2002-11-01 | 324.832132774113 |
| 2002-12-01 | 325.924264823511 |
| 2003-01-01 | 326.739575368063 |
| 2003-02-01 | 326.711032433942 |
| 2003-03-01 | 327.611876876444 |
| 2003-04-01 | 328.463356879871 |
| 2003-05-01 | 328.825206634671 |
| 2003-06-01 | 330.571651214849 |
| 2003-07-01 | 331.423830639923 |
| 2003-08-01 | 332.698165153429 |
| 2003-09-01 | 333.912578070829 |
| 2003-10-01 | 335.149049380709 |
| 2003-11-01 | 336.009713099000 |
| 2003-12-01 | 337.105647915907 |
| 2004-01-01 | 339.241417518101 |
| 2004-02-01 | 341.046189757279 |
| 2004-03-01 | 341.474383348279 |
| 2004-04-01 | 338.207208050806 |
| 2004-05-01 | 339.322137633403 |
| 2004-06-01 | 337.893815417187 |
| 2004-07-01 | 342.607481161999 |
| 2004-08-01 | 342.872923360883 |
| 2004-09-01 | 344.031303390174 |
| 2004-10-01 | 345.669185719060 |
| 2004-11-01 | 346.433606179051 |
| 2004-12-01 | 348.450638294863 |
| 2005-01-01 | 345.510557897781 |
| 2005-02-01 | 346.940899912508 |
| 2005-03-01 | 348.159636844329 |
| 2005-04-01 | 349.700253310798 |
| 2005-05-01 | 350.475749948556 |
| 2005-06-01 | 351.269624902709 |
| 2005-07-01 | 351.408477656717 |
| 2005-08-01 | 351.862509853201 |
| 2005-09-01 | 353.031560639676 |
| 2005-10-01 | 354.137940860878 |
| 2005-11-01 | 355.299388496246 |
| 2005-12-01 | 357.594465125888 |
| 2006-01-01 | 358.407012261541 |
| 2006-02-01 | 360.384273698476 |
| 2006-03-01 | 361.217145439625 |
| 2006-04-01 | 360.386479393090 |
| 2006-05-01 | 361.528968918208 |
| 2006-06-01 | 362.566220095861 |
| 2006-07-01 | 360.826813365818 |
| 2006-08-01 | 362.968921111054 |
| 2006-09-01 | 363.813798690180 |
| 2006-10-01 | 364.767242318603 |
| 2006-11-01 | 366.439465607916 |
| 2006-12-01 | 368.798720593343 |
| 2007-01-01 | 366.478742639365 |
| 2007-02-01 | 367.390303857511 |
| 2007-03-01 | 368.541831964020 |
| 2007-04-01 | 367.979370422012 |
| 2007-05-01 | 368.544824456226 |
| 2007-06-01 | 368.488270132106 |
| 2007-07-01 | 369.255319252829 |
| 2007-08-01 | 370.001508631828 |
| 2007-09-01 | 370.216904498255 |
| 2007-10-01 | 371.371046708760 |
| 2007-11-01 | 371.848824306304 |
| 2007-12-01 | 372.518851051053 |
| 2008-01-01 | 373.049655768406 |
| 2008-02-01 | 373.065520643928 |
| 2008-03-01 | 373.563101334432 |
| 2008-04-01 | 374.956235282629 |
| 2008-05-01 | 374.057885647833 |
| 2008-06-01 | 374.706723785639 |
| 2008-07-01 | 374.858598078789 |
| 2008-08-01 | 374.073387609606 |
| 2008-09-01 | 372.425311695428 |
| 2008-10-01 | 370.214480703790 |
| 2008-11-01 | 368.332941446384 |
| 2008-12-01 | 367.259702864944 |
| 2009-01-01 | 365.396935764634 |
| 2009-02-01 | 363.463155171535 |
| 2009-03-01 | 361.691783354019 |
| 2009-04-01 | 359.866346070471 |
| 2009-05-01 | 360.148105365078 |
| 2009-06-01 | 359.291760808667 |
| 2009-07-01 | 360.532630507567 |
| 2009-08-01 | 358.943561877522 |
| 2009-09-01 | 359.092146094941 |
| 2009-10-01 | 359.073920477622 |
| 2009-11-01 | 357.955925132352 |
| 2009-12-01 | 357.162993629189 |
| 2010-01-01 | 357.147363707827 |
| 2010-02-01 | 357.438045105092 |
| 2010-03-01 | 356.881057079938 |
| 2010-04-01 | 359.755401061186 |
| 2010-05-01 | 360.486480996505 |
| 2010-06-01 | 361.207933036121 |
| 2010-07-01 | 361.826921092146 |
| 2010-08-01 | 362.471851333082 |
| 2010-09-01 | 364.632566805663 |
| 2010-10-01 | 363.918893306886 |
| 2010-11-01 | 363.791325191661 |
| 2010-12-01 | 365.804808838206 |
| 2011-01-01 | 366.782726213073 |
| 2011-02-01 | 367.747079170573 |
| 2011-03-01 | 368.634737764138 |
| 2011-04-01 | 368.570366442047 |
| 2011-05-01 | 370.030217153219 |
| 2011-06-01 | 370.433528447793 |
| 2011-07-01 | 371.781965108247 |
| 2011-08-01 | 373.321884696009 |
| 2011-09-01 | 375.927562815188 |
| 2011-10-01 | 376.810007065149 |
| 2011-11-01 | 378.448189776771 |
| 2011-12-01 | 379.113847074813 |
| 2012-01-01 | 383.187876914464 |
| 2012-02-01 | 384.487581572074 |
| 2012-03-01 | 386.244944231072 |
| 2012-04-01 | 388.890435967024 |
| 2012-05-01 | 390.606618321566 |
| 2012-06-01 | 393.207861611552 |
| 2012-07-01 | 392.506715990547 |
| 2012-08-01 | 394.515154814594 |
| 2012-09-01 | 395.925624473150 |
| 2012-10-01 | 398.031961737340 |
| 2012-11-01 | 400.797779268347 |
| 2012-12-01 | 402.321884354421 |
| 2013-01-01 | 403.429020233231 |
| 2013-02-01 | 405.158380977191 |
| 2013-03-01 | 406.406474132044 |
| 2013-04-01 | 409.271325359443 |
| 2013-05-01 | 411.688271785602 |
| 2013-06-01 | 414.915100691961 |
| 2013-07-01 | 416.666849317365 |
| 2013-08-01 | 418.063626283471 |
| 2013-09-01 | 418.924458676259 |
| 2013-10-01 | 420.910853777208 |
| 2013-11-01 | 423.364011954615 |
| 2013-12-01 | 425.549098554096 |
| 2014-01-01 | 428.169337300843 |
| 2014-02-01 | 430.657256218993 |
| 2014-03-01 | 432.174149850769 |
| 2014-04-01 | 433.375961329286 |
| 2014-05-01 | 435.278710032754 |
| 2014-06-01 | 436.841673772616 |
| 2014-07-01 | 438.704548499646 |
| 2014-08-01 | 442.225118812857 |
| 2014-09-01 | 442.954153399572 |
| 2014-10-01 | 444.331852804121 |
| 2014-11-01 | 445.711182100385 |
| 2014-12-01 | 446.826442046265 |
| 2015-01-01 | 449.886085341942 |
| 2015-02-01 | 453.028936579012 |
| 2015-03-01 | 453.399383825349 |
| 2015-04-01 | 453.845796404802 |
| 2015-05-01 | 454.599377514574 |
| 2015-06-01 | 457.696418064893 |
| 2015-07-01 | 461.096480467427 |
| 2015-08-01 | 462.586791201898 |
| 2015-09-01 | 464.763884594541 |
| 2015-10-01 | 467.732556923485 |
| 2015-11-01 | 467.837882122880 |
| 2015-12-01 | 470.024598228239 |
| 2016-01-01 | 471.755657732796 |
| 2016-02-01 | 473.028862624231 |
| 2016-03-01 | 474.230073482985 |
| 2016-04-01 | 475.945487485139 |
| 2016-05-01 | 475.991518642353 |
| 2016-06-01 | 477.867873725226 |
| 2016-07-01 | 479.882969922641 |
| 2016-08-01 | 481.093923897284 |
| 2016-09-01 | 482.715475171907 |
| 2016-10-01 | 484.730330763247 |
| 2016-11-01 | 485.841069565568 |
| 2016-12-01 | 486.315930968192 |
| 2017-01-01 | 486.762691486320 |
| 2017-02-01 | 488.566827046276 |
| 2017-03-01 | 490.501075140455 |
| 2017-04-01 | 492.190710472963 |
| 2017-05-01 | 492.884754708109 |
| 2017-06-01 | 494.237829101711 |
| 2017-07-01 | 494.387709320937 |
| 2017-08-01 | 494.336310079591 |
| 2017-09-01 | 495.351511513786 |
| 2017-10-01 | 495.835206675371 |
| 2017-11-01 | 496.606407099515 |
| 2017-12-01 | 497.523699730146 |
| 2018-01-01 | 498.546243887743 |
| 2018-02-01 | 498.757014118721 |
| 2018-03-01 | 498.962183131936 |
| 2018-04-01 | 500.690587337682 |
| 2018-05-01 | 499.616206534255 |
| 2018-06-01 | 499.532339237522 |
| 2018-07-01 | 500.570456988008 |
| 2018-08-01 | 501.730428142866 |
| 2018-09-01 | 501.244281029400 |
| 2018-10-01 | 502.484865400412 |
| 2018-11-01 | 502.227153689913 |
| 2018-12-01 | 503.667094596196 |
| 2019-01-01 | 503.481456755564 |
| 2019-02-01 | 503.818252927009 |
| 2019-03-01 | 505.486022307565 |
| 2019-04-01 | 505.856973744486 |
| 2019-05-01 | 505.938884504047 |
| 2019-06-01 | 505.712677233627 |
| 2019-07-01 | 504.912674858196 |
| 2019-08-01 | 505.192059480686 |
| 2019-09-01 | 506.354717066247 |
| 2019-10-01 | 507.607252847891 |
| 2019-11-01 | 508.809371392184 |
| 2019-12-01 | 508.980706274639 |
| 2020-01-01 | 510.161435012346 |
| 2020-02-01 | 511.279678004584 |
| 2020-03-01 | 493.714289700049 |
| 2020-04-01 | 281.028615210630 |
| 2020-05-01 | 307.297565455600 |
| 2020-06-01 | 363.874931428865 |
| 2020-07-01 | 360.875144045110 |
| 2020-08-01 | 364.327043233199 |
| 2020-09-01 | 377.605045848338 |
| 2020-10-01 | 389.948164103340 |
| 2020-11-01 | 393.175851610760 |
| 2020-12-01 | 356.127458230624 |
| 2021-01-01 | 337.014154009593 |
| 2021-02-01 | 382.846918172426 |
| 2021-03-01 | 397.803449505638 |
| 2021-04-01 | 417.203279084376 |
| 2021-05-01 | 426.501393789887 |
| 2021-06-01 | 438.548268181923 |
| 2021-07-01 | 452.798607550955 |
| 2021-08-01 | 456.382161073295 |
| 2021-09-01 | 458.630753799221 |
| 2021-10-01 | 465.488329602518 |
| 2021-11-01 | 467.714317724614 |
| 2021-12-01 | 471.570567029026 |
| 2022-01-01 | 468.519500351541 |
| 2022-02-01 | 476.229734848335 |
| 2022-03-01 | 480.098383814387 |
| 2022-04-01 | 483.365984417062 |
| 2022-05-01 | 483.918934781830 |
| 2022-06-01 | 487.086715766156 |
| 2022-07-01 | 488.595571711360 |
| 2022-08-01 | 489.157131993448 |
| 2022-09-01 | 489.900298180836 |
| 2022-10-01 | 489.838101229164 |
| 2022-11-01 | 491.838934714715 |
| 2022-12-01 | 492.419205662629 |
| 2023-01-01 | 493.518322711090 |
| 2023-02-01 | 496.706134981324 |
| 2023-03-01 | 498.625443205716 |
| 2023-04-01 | 496.514230177191 |
| 2023-05-01 | 498.224394616782 |
| 2023-06-01 | 499.075847879148 |
| 2023-07-01 | 500.419577828544 |
| 2023-08-01 | 501.224993967807 |
| 2023-09-01 | 500.696138958396 |
| 2023-10-01 | 499.173863523970 |
| 2023-11-01 | 498.342023097643 |
| 2023-12-01 | 499.111904088792 |
| 2024-01-01 | 502.327446687287 |
| 2024-02-01 | 497.483394451663 |
| 2024-03-01 | 495.259696025155 |
| 2024-04-01 | 495.761308939579 |
| 2024-05-01 | 493.695347778458 |
| 2024-06-01 | 490.608703299082 |
| 2024-07-01 | 492.579946062721 |
| 2024-08-01 | 490.491617524096 |
| 2024-09-01 | 488.880975194589 |
| 2024-10-01 | 492.248585454911 |
| 2024-11-01 | 491.867676447087 |
| 2024-12-01 | 491.411473926265 |
| 2025-01-01 | 489.245379731492 |
| 2025-02-01 | 487.895711381500 |
| 2025-03-01 | 488.929924611794 |
| 2025-04-01 | 489.612807538490 |
| 2025-05-01 | 489.908891579429 |
| 2025-06-01 | 489.621754329622 |
| 2025-07-01 | 487.837827931071 |
| 2025-08-01 | 489.269361393479 |
| 2025-09-01 | 488.943755022063 |
| 2025-10-01 | 491.826193305197 |
| 2025-11-01 | 492.567185614792 |
| 2025-12-01 | 493.937323410979 |
| 2026-01-01 | 499.383344516586 |
| 2026-02-01 | 498.685405985642 |
| 2026-03-01 | 498.738884201458 |
| 2026-04-01 | 500.453998606260 |
| 2026-05-01 | 501.715811697011 |
| 2026-06-01 | 503.014293881073 |