Table Data - All Employees: Leisure and Hospitality: Full-Service Restaurants in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Leisure and Hospitality: Full-Service Restaurants in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310807072251101SA |
| 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 10:46 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 | 129.403684614323 |
| 1990-02-01 | 128.561538112072 |
| 1990-03-01 | 127.972721827832 |
| 1990-04-01 | 126.900750457246 |
| 1990-05-01 | 126.547510016981 |
| 1990-06-01 | 127.042993431576 |
| 1990-07-01 | 129.274045146700 |
| 1990-08-01 | 129.002004084817 |
| 1990-09-01 | 128.635488084774 |
| 1990-10-01 | 128.508668970038 |
| 1990-11-01 | 128.755897040085 |
| 1990-12-01 | 128.212619393558 |
| 1991-01-01 | 130.501523986439 |
| 1991-02-01 | 131.099505542693 |
| 1991-03-01 | 129.987215412074 |
| 1991-04-01 | 131.115967698289 |
| 1991-05-01 | 131.908348478660 |
| 1991-06-01 | 131.365751625604 |
| 1991-07-01 | 131.529167873589 |
| 1991-08-01 | 131.172603401384 |
| 1991-09-01 | 131.541564989770 |
| 1991-10-01 | 132.153091146972 |
| 1991-11-01 | 132.782766122966 |
| 1991-12-01 | 132.105049167538 |
| 1992-01-01 | 127.404756707352 |
| 1992-02-01 | 127.817475991059 |
| 1992-03-01 | 128.282446366942 |
| 1992-04-01 | 129.795681125014 |
| 1992-05-01 | 128.724394095143 |
| 1992-06-01 | 127.959205736715 |
| 1992-07-01 | 130.911532548165 |
| 1992-08-01 | 131.052507617131 |
| 1992-09-01 | 131.354330509857 |
| 1992-10-01 | 131.929966916645 |
| 1992-11-01 | 131.408343600588 |
| 1992-12-01 | 131.438356464553 |
| 1993-01-01 | 129.204976453396 |
| 1993-02-01 | 129.229231280709 |
| 1993-03-01 | 128.730887919170 |
| 1993-04-01 | 128.248564944783 |
| 1993-05-01 | 128.019461774335 |
| 1993-06-01 | 128.201010998144 |
| 1993-07-01 | 128.017369309531 |
| 1993-08-01 | 127.971072919498 |
| 1993-09-01 | 127.817073368340 |
| 1993-10-01 | 127.202103735757 |
| 1993-11-01 | 127.349877171959 |
| 1993-12-01 | 127.794753039358 |
| 1994-01-01 | 129.604080698388 |
| 1994-02-01 | 129.777759834713 |
| 1994-03-01 | 130.316900299354 |
| 1994-04-01 | 132.382517628498 |
| 1994-05-01 | 132.205201171358 |
| 1994-06-01 | 133.004907746304 |
| 1994-07-01 | 131.623116221565 |
| 1994-08-01 | 131.789806670843 |
| 1994-09-01 | 132.120509902693 |
| 1994-10-01 | 132.463551432116 |
| 1994-11-01 | 133.001349248485 |
| 1994-12-01 | 133.167308377787 |
| 1995-01-01 | 133.127632716884 |
| 1995-02-01 | 133.367143168887 |
| 1995-03-01 | 133.172779728024 |
| 1995-04-01 | 132.838599915178 |
| 1995-05-01 | 131.826245415466 |
| 1995-06-01 | 133.669488714300 |
| 1995-07-01 | 134.939939277861 |
| 1995-08-01 | 134.270537828207 |
| 1995-09-01 | 134.989015993146 |
| 1995-10-01 | 134.515891262013 |
| 1995-11-01 | 135.853866109757 |
| 1995-12-01 | 135.161697705028 |
| 1996-01-01 | 134.378673527848 |
| 1996-02-01 | 134.456037692894 |
| 1996-03-01 | 134.777788704202 |
| 1996-04-01 | 134.984057866849 |
| 1996-05-01 | 135.519611781830 |
| 1996-06-01 | 134.611585304117 |
| 1996-07-01 | 135.290124523176 |
| 1996-08-01 | 135.345400283293 |
| 1996-09-01 | 135.659689346261 |
| 1996-10-01 | 136.223957558724 |
| 1996-11-01 | 136.365588521364 |
| 1996-12-01 | 136.631448634931 |
| 1997-01-01 | 136.838078543170 |
| 1997-02-01 | 137.347230779238 |
| 1997-03-01 | 137.764658069945 |
| 1997-04-01 | 137.675131174972 |
| 1997-05-01 | 138.419297042351 |
| 1997-06-01 | 138.679833377214 |
| 1997-07-01 | 138.991112422081 |
| 1997-08-01 | 139.977542500525 |
| 1997-09-01 | 139.877552389648 |
| 1997-10-01 | 140.907781598924 |
| 1997-11-01 | 140.696930220658 |
| 1997-12-01 | 140.938503248759 |
| 1998-01-01 | 142.128173007803 |
| 1998-02-01 | 140.968121601422 |
| 1998-03-01 | 140.884771817564 |
| 1998-04-01 | 141.555914151225 |
| 1998-05-01 | 142.297028054378 |
| 1998-06-01 | 142.993374971095 |
| 1998-07-01 | 142.932945860697 |
| 1998-08-01 | 143.414247063063 |
| 1998-09-01 | 143.854996784979 |
| 1998-10-01 | 144.178007656522 |
| 1998-11-01 | 145.413134444692 |
| 1998-12-01 | 145.332849024550 |
| 1999-01-01 | 148.358745474571 |
| 1999-02-01 | 149.827842608865 |
| 1999-03-01 | 150.206417203318 |
| 1999-04-01 | 148.644512960381 |
| 1999-05-01 | 148.874455933784 |
| 1999-06-01 | 148.751671784945 |
| 1999-07-01 | 149.692407554255 |
| 1999-08-01 | 149.381694553384 |
| 1999-09-01 | 150.369767221830 |
| 1999-10-01 | 151.505039260943 |
| 1999-11-01 | 152.034178869270 |
| 1999-12-01 | 150.933343119399 |
| 2000-01-01 | 152.926930149565 |
| 2000-02-01 | 155.072387535871 |
| 2000-03-01 | 155.575860759898 |
| 2000-04-01 | 156.182651913285 |
| 2000-05-01 | 155.915101554201 |
| 2000-06-01 | 156.855964998397 |
| 2000-07-01 | 157.999762011766 |
| 2000-08-01 | 158.818576024316 |
| 2000-09-01 | 160.160610815525 |
| 2000-10-01 | 159.890336661304 |
| 2000-11-01 | 160.027145346384 |
| 2000-12-01 | 161.035392559561 |
| 2001-01-01 | 161.177168986953 |
| 2001-02-01 | 161.790189805116 |
| 2001-03-01 | 161.479435211856 |
| 2001-04-01 | 162.055638448735 |
| 2001-05-01 | 162.306339252979 |
| 2001-06-01 | 162.474098333750 |
| 2001-07-01 | 162.789323558745 |
| 2001-08-01 | 163.129031151656 |
| 2001-09-01 | 162.725584128769 |
| 2001-10-01 | 163.425387131766 |
| 2001-11-01 | 164.219358297487 |
| 2001-12-01 | 163.773812992885 |
| 2002-01-01 | 164.456549011360 |
| 2002-02-01 | 164.233554914816 |
| 2002-03-01 | 164.264947077916 |
| 2002-04-01 | 166.908768723549 |
| 2002-05-01 | 168.727255286437 |
| 2002-06-01 | 169.012674712578 |
| 2002-07-01 | 168.356597192767 |
| 2002-08-01 | 169.223815740478 |
| 2002-09-01 | 169.231418438729 |
| 2002-10-01 | 169.106325349541 |
| 2002-11-01 | 169.671658786969 |
| 2002-12-01 | 170.505695257535 |
| 2003-01-01 | 170.831182596891 |
| 2003-02-01 | 171.266624472741 |
| 2003-03-01 | 172.014398593678 |
| 2003-04-01 | 172.082830489854 |
| 2003-05-01 | 172.836673735169 |
| 2003-06-01 | 174.234046326180 |
| 2003-07-01 | 173.652300081929 |
| 2003-08-01 | 173.837526797735 |
| 2003-09-01 | 174.622385461334 |
| 2003-10-01 | 175.113426654449 |
| 2003-11-01 | 175.308710315357 |
| 2003-12-01 | 176.051889954703 |
| 2004-01-01 | 177.408548935114 |
| 2004-02-01 | 178.374191295735 |
| 2004-03-01 | 178.594188595669 |
| 2004-04-01 | 176.996833389382 |
| 2004-05-01 | 177.943913384999 |
| 2004-06-01 | 177.692701476072 |
| 2004-07-01 | 179.331324983647 |
| 2004-08-01 | 179.859298010459 |
| 2004-09-01 | 180.515278957297 |
| 2004-10-01 | 181.999301987024 |
| 2004-11-01 | 182.112765860205 |
| 2004-12-01 | 182.607423746688 |
| 2005-01-01 | 180.396454585088 |
| 2005-02-01 | 181.583940042909 |
| 2005-03-01 | 182.171426936320 |
| 2005-04-01 | 184.369704163669 |
| 2005-05-01 | 184.318624930852 |
| 2005-06-01 | 185.009971586524 |
| 2005-07-01 | 185.399845275967 |
| 2005-08-01 | 185.626897738588 |
| 2005-09-01 | 186.043974392457 |
| 2005-10-01 | 185.774759337299 |
| 2005-11-01 | 186.441679014319 |
| 2005-12-01 | 187.331039853817 |
| 2006-01-01 | 188.708520861634 |
| 2006-02-01 | 189.939870795456 |
| 2006-03-01 | 190.329277248396 |
| 2006-04-01 | 191.247467886137 |
| 2006-05-01 | 191.641842850163 |
| 2006-06-01 | 192.518964079724 |
| 2006-07-01 | 191.248953528703 |
| 2006-08-01 | 192.740246556618 |
| 2006-09-01 | 193.521665160655 |
| 2006-10-01 | 194.158942766787 |
| 2006-11-01 | 195.316108430761 |
| 2006-12-01 | 196.060498656909 |
| 2007-01-01 | 195.979721606641 |
| 2007-02-01 | 196.856542083997 |
| 2007-03-01 | 197.287466809265 |
| 2007-04-01 | 197.362755612368 |
| 2007-05-01 | 197.917176841209 |
| 2007-06-01 | 198.492550607357 |
| 2007-07-01 | 198.515449920809 |
| 2007-08-01 | 199.377276730423 |
| 2007-09-01 | 199.157405364920 |
| 2007-10-01 | 200.167619405170 |
| 2007-11-01 | 200.869985389177 |
| 2007-12-01 | 201.238367692066 |
| 2008-01-01 | 199.527223244282 |
| 2008-02-01 | 200.054866712334 |
| 2008-03-01 | 200.484043494259 |
| 2008-04-01 | 200.498672656134 |
| 2008-05-01 | 199.400923700921 |
| 2008-06-01 | 199.153883967509 |
| 2008-07-01 | 199.096693272087 |
| 2008-08-01 | 198.680009421825 |
| 2008-09-01 | 197.505090462955 |
| 2008-10-01 | 196.107733469673 |
| 2008-11-01 | 194.782807607591 |
| 2008-12-01 | 194.205616415195 |
| 2009-01-01 | 193.203339283762 |
| 2009-02-01 | 192.493487566706 |
| 2009-03-01 | 191.101180222123 |
| 2009-04-01 | 190.380852681733 |
| 2009-05-01 | 190.729366016849 |
| 2009-06-01 | 190.343273534597 |
| 2009-07-01 | 191.294214400119 |
| 2009-08-01 | 190.667109779140 |
| 2009-09-01 | 190.920575848812 |
| 2009-10-01 | 191.014802205164 |
| 2009-11-01 | 190.377959768563 |
| 2009-12-01 | 190.057279532818 |
| 2010-01-01 | 190.157600700081 |
| 2010-02-01 | 190.052859688706 |
| 2010-03-01 | 189.784914079351 |
| 2010-04-01 | 191.686768964669 |
| 2010-05-01 | 191.706476976988 |
| 2010-06-01 | 191.792221263899 |
| 2010-07-01 | 191.723187901416 |
| 2010-08-01 | 191.699696797733 |
| 2010-09-01 | 192.927751477592 |
| 2010-10-01 | 192.702602795619 |
| 2010-11-01 | 192.823120409737 |
| 2010-12-01 | 193.593660981664 |
| 2011-01-01 | 194.708014463724 |
| 2011-02-01 | 195.331165731831 |
| 2011-03-01 | 196.010570777377 |
| 2011-04-01 | 196.082233649796 |
| 2011-05-01 | 196.631205124905 |
| 2011-06-01 | 197.331599179117 |
| 2011-07-01 | 198.291253786213 |
| 2011-08-01 | 199.352539693361 |
| 2011-09-01 | 200.710207382851 |
| 2011-10-01 | 201.617607990429 |
| 2011-11-01 | 202.691958232233 |
| 2011-12-01 | 202.946129036654 |
| 2012-01-01 | 205.379451590155 |
| 2012-02-01 | 206.442012169847 |
| 2012-03-01 | 207.177631018259 |
| 2012-04-01 | 208.565604712541 |
| 2012-05-01 | 209.870733764859 |
| 2012-06-01 | 211.925356095432 |
| 2012-07-01 | 211.178409802040 |
| 2012-08-01 | 211.931918633149 |
| 2012-09-01 | 211.839089456787 |
| 2012-10-01 | 213.350859561920 |
| 2012-11-01 | 215.398407776182 |
| 2012-12-01 | 216.030863308647 |
| 2013-01-01 | 216.581205879707 |
| 2013-02-01 | 217.062092862057 |
| 2013-03-01 | 218.036805951064 |
| 2013-04-01 | 219.250173030049 |
| 2013-05-01 | 220.150260167413 |
| 2013-06-01 | 221.184291184909 |
| 2013-07-01 | 221.003437771837 |
| 2013-08-01 | 221.175371810721 |
| 2013-09-01 | 221.018951734289 |
| 2013-10-01 | 221.382268425900 |
| 2013-11-01 | 222.334719494808 |
| 2013-12-01 | 223.059528410239 |
| 2014-01-01 | 223.924528477506 |
| 2014-02-01 | 225.234613166621 |
| 2014-03-01 | 225.903124449118 |
| 2014-04-01 | 226.380622380612 |
| 2014-05-01 | 227.414778155422 |
| 2014-06-01 | 228.145704039565 |
| 2014-07-01 | 229.335142184379 |
| 2014-08-01 | 231.436824694600 |
| 2014-09-01 | 230.833146754287 |
| 2014-10-01 | 231.526768545643 |
| 2014-11-01 | 232.043754604214 |
| 2014-12-01 | 232.074098325307 |
| 2015-01-01 | 233.798165753537 |
| 2015-02-01 | 235.265032165992 |
| 2015-03-01 | 235.295770780199 |
| 2015-04-01 | 235.849138802881 |
| 2015-05-01 | 235.998709788386 |
| 2015-06-01 | 238.017547147286 |
| 2015-07-01 | 240.205284401160 |
| 2015-08-01 | 241.541151573170 |
| 2015-09-01 | 241.908650843535 |
| 2015-10-01 | 243.052901105885 |
| 2015-11-01 | 242.929586288521 |
| 2015-12-01 | 243.836474981595 |
| 2016-01-01 | 244.478061761512 |
| 2016-02-01 | 245.064713950302 |
| 2016-03-01 | 245.381855749555 |
| 2016-04-01 | 245.908207850460 |
| 2016-05-01 | 245.738889281999 |
| 2016-06-01 | 246.357971613790 |
| 2016-07-01 | 246.515942719748 |
| 2016-08-01 | 247.407300741366 |
| 2016-09-01 | 248.382636330706 |
| 2016-10-01 | 249.222254770283 |
| 2016-11-01 | 249.695362064419 |
| 2016-12-01 | 249.530876458175 |
| 2017-01-01 | 248.759177061852 |
| 2017-02-01 | 250.071530828971 |
| 2017-03-01 | 250.725565379576 |
| 2017-04-01 | 250.597929304274 |
| 2017-05-01 | 250.913145414846 |
| 2017-06-01 | 251.396642097247 |
| 2017-07-01 | 250.979274989778 |
| 2017-08-01 | 249.990326077885 |
| 2017-09-01 | 250.410079619029 |
| 2017-10-01 | 249.857658906254 |
| 2017-11-01 | 250.007407562010 |
| 2017-12-01 | 249.885983278102 |
| 2018-01-01 | 250.325928903444 |
| 2018-02-01 | 250.389247092141 |
| 2018-03-01 | 250.288698710358 |
| 2018-04-01 | 250.889316747185 |
| 2018-05-01 | 250.721146254226 |
| 2018-06-01 | 250.688093622572 |
| 2018-07-01 | 251.342370242494 |
| 2018-08-01 | 251.497641734985 |
| 2018-09-01 | 251.004390632410 |
| 2018-10-01 | 250.945041995103 |
| 2018-11-01 | 250.725604723197 |
| 2018-12-01 | 251.133101577518 |
| 2019-01-01 | 249.758941445900 |
| 2019-02-01 | 250.378486999179 |
| 2019-03-01 | 250.709291546443 |
| 2019-04-01 | 250.134112708892 |
| 2019-05-01 | 250.518288656599 |
| 2019-06-01 | 250.405715218954 |
| 2019-07-01 | 249.509838471508 |
| 2019-08-01 | 248.864371383295 |
| 2019-09-01 | 249.660784272706 |
| 2019-10-01 | 249.349563091110 |
| 2019-11-01 | 249.704610099199 |
| 2019-12-01 | 249.665981866599 |
| 2020-01-01 | 249.061339862363 |
| 2020-02-01 | 249.521332513540 |
| 2020-03-01 | 237.220423902500 |
| 2020-04-01 | 85.483884937160 |
| 2020-05-01 | 102.207737523808 |
| 2020-06-01 | 146.903203722092 |
| 2020-07-01 | 142.791658754719 |
| 2020-08-01 | 145.014251181769 |
| 2020-09-01 | 154.738216704111 |
| 2020-10-01 | 163.041210542161 |
| 2020-11-01 | 164.514014172277 |
| 2020-12-01 | 129.874816515337 |
| 2021-01-01 | 114.545484868977 |
| 2021-02-01 | 154.613030700145 |
| 2021-03-01 | 166.265035616834 |
| 2021-04-01 | 181.456000366237 |
| 2021-05-01 | 189.501796851935 |
| 2021-06-01 | 198.414002157609 |
| 2021-07-01 | 207.956698438359 |
| 2021-08-01 | 210.646520246212 |
| 2021-09-01 | 213.160846155723 |
| 2021-10-01 | 217.500030823726 |
| 2021-11-01 | 218.524222933271 |
| 2021-12-01 | 220.513725116457 |
| 2022-01-01 | 218.829255457666 |
| 2022-02-01 | 222.685358060001 |
| 2022-03-01 | 224.465483399231 |
| 2022-04-01 | 226.216576540389 |
| 2022-05-01 | 227.412800085557 |
| 2022-06-01 | 228.860114480894 |
| 2022-07-01 | 229.701980639296 |
| 2022-08-01 | 229.416641155042 |
| 2022-09-01 | 230.018541189576 |
| 2022-10-01 | 229.818384879603 |
| 2022-11-01 | 230.765009838872 |
| 2022-12-01 | 230.508865791341 |
| 2023-01-01 | 231.698763834015 |
| 2023-02-01 | 233.644991708775 |
| 2023-03-01 | 234.364523174948 |
| 2023-04-01 | 232.324188277501 |
| 2023-05-01 | 233.567184561808 |
| 2023-06-01 | 234.190234046181 |
| 2023-07-01 | 234.734971964177 |
| 2023-08-01 | 235.089872120927 |
| 2023-09-01 | 234.663980146004 |
| 2023-10-01 | 233.972450493199 |
| 2023-11-01 | 233.356697612499 |
| 2023-12-01 | 233.754177692503 |
| 2024-01-01 | 234.584756254162 |
| 2024-02-01 | 233.089931262560 |
| 2024-03-01 | 231.867039948478 |
| 2024-04-01 | 231.482522422116 |
| 2024-05-01 | 230.668057194524 |
| 2024-06-01 | 230.002105434622 |
| 2024-07-01 | 230.371581526564 |
| 2024-08-01 | 229.654411850867 |
| 2024-09-01 | 229.453257544156 |
| 2024-10-01 | 229.936966406401 |
| 2024-11-01 | 229.670462447931 |
| 2024-12-01 | 229.049348386694 |
| 2025-01-01 | 226.773462420496 |
| 2025-02-01 | 227.222524818045 |
| 2025-03-01 | 227.356019560907 |
| 2025-04-01 | 227.373237920827 |
| 2025-05-01 | 227.793587753575 |
| 2025-06-01 | 227.260113584765 |
| 2025-07-01 | 225.559001402195 |
| 2025-08-01 | 226.301697297071 |
| 2025-09-01 | 225.973247383596 |
| 2025-10-01 | 227.227758448888 |
| 2025-11-01 | 226.999109815157 |
| 2025-12-01 | 227.914957890311 |
| 2026-01-01 | 230.367873682165 |
| 2026-02-01 | 230.485727440267 |
| 2026-03-01 | 231.010246705363 |
| 2026-04-01 | 232.033379016682 |
| 2026-05-01 | 232.446942658688 |