Table Data - All Employees: Leisure and Hospitality: Limited-Service Restaurants and Other Eating Places in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Leisure and Hospitality: Limited-Service Restaurants and Other Eating Places in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310807072259001SA |
| 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 7:24 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 | 120.988797155756 |
| 1990-02-01 | 120.084718554711 |
| 1990-03-01 | 119.716745183283 |
| 1990-04-01 | 122.333057280866 |
| 1990-05-01 | 121.166302004817 |
| 1990-06-01 | 122.152047078971 |
| 1990-07-01 | 121.792114280114 |
| 1990-08-01 | 122.120948659277 |
| 1990-09-01 | 122.234901516484 |
| 1990-10-01 | 121.481555434051 |
| 1990-11-01 | 121.040583464643 |
| 1990-12-01 | 119.809564854594 |
| 1991-01-01 | 122.381956640209 |
| 1991-02-01 | 121.311650944822 |
| 1991-03-01 | 122.200389941334 |
| 1991-04-01 | 127.357449104455 |
| 1991-05-01 | 126.784734677160 |
| 1991-06-01 | 126.870605036272 |
| 1991-07-01 | 127.330757503299 |
| 1991-08-01 | 125.771984102841 |
| 1991-09-01 | 126.970947916682 |
| 1991-10-01 | 129.441138622321 |
| 1991-11-01 | 129.814115205845 |
| 1991-12-01 | 129.007149516693 |
| 1992-01-01 | 127.263710091297 |
| 1992-02-01 | 128.827440582342 |
| 1992-03-01 | 128.577042045816 |
| 1992-04-01 | 128.936777482128 |
| 1992-05-01 | 128.799497314650 |
| 1992-06-01 | 128.487194693702 |
| 1992-07-01 | 129.427086027758 |
| 1992-08-01 | 129.243363353728 |
| 1992-09-01 | 129.471753151755 |
| 1992-10-01 | 133.187913319956 |
| 1992-11-01 | 133.884930902694 |
| 1992-12-01 | 133.403630557269 |
| 1993-01-01 | 132.012046075972 |
| 1993-02-01 | 132.071560009042 |
| 1993-03-01 | 131.785864907386 |
| 1993-04-01 | 130.590569792829 |
| 1993-05-01 | 131.488653912067 |
| 1993-06-01 | 132.162662535269 |
| 1993-07-01 | 131.854855179490 |
| 1993-08-01 | 132.125373230244 |
| 1993-09-01 | 132.497577848127 |
| 1993-10-01 | 132.322122110226 |
| 1993-11-01 | 132.214889309611 |
| 1993-12-01 | 132.615404654703 |
| 1994-01-01 | 132.848280145292 |
| 1994-02-01 | 133.270200954180 |
| 1994-03-01 | 134.557805080048 |
| 1994-04-01 | 130.809636091462 |
| 1994-05-01 | 131.283399077871 |
| 1994-06-01 | 131.013576032164 |
| 1994-07-01 | 131.384106207964 |
| 1994-08-01 | 131.558358240150 |
| 1994-09-01 | 131.966233369827 |
| 1994-10-01 | 132.075296446589 |
| 1994-11-01 | 132.173792912005 |
| 1994-12-01 | 132.598451112704 |
| 1995-01-01 | 132.801623767487 |
| 1995-02-01 | 132.991484051534 |
| 1995-03-01 | 132.770100040878 |
| 1995-04-01 | 133.358236928235 |
| 1995-05-01 | 134.559665265839 |
| 1995-06-01 | 135.347625720030 |
| 1995-07-01 | 135.658691193806 |
| 1995-08-01 | 136.382728393072 |
| 1995-09-01 | 137.260474823990 |
| 1995-10-01 | 137.165082404654 |
| 1995-11-01 | 138.405419696769 |
| 1995-12-01 | 139.351828376971 |
| 1996-01-01 | 140.228460242668 |
| 1996-02-01 | 141.040217622123 |
| 1996-03-01 | 141.504678170771 |
| 1996-04-01 | 141.990535869560 |
| 1996-05-01 | 142.126920824419 |
| 1996-06-01 | 140.407957954584 |
| 1996-07-01 | 141.560630512892 |
| 1996-08-01 | 141.828175876008 |
| 1996-09-01 | 141.280837415738 |
| 1996-10-01 | 145.353749465852 |
| 1996-11-01 | 146.148669910359 |
| 1996-12-01 | 146.651134896096 |
| 1997-01-01 | 148.380469179537 |
| 1997-02-01 | 148.642314449332 |
| 1997-03-01 | 148.864672230674 |
| 1997-04-01 | 149.238577062304 |
| 1997-05-01 | 148.926454327175 |
| 1997-06-01 | 149.345920071933 |
| 1997-07-01 | 148.460185973391 |
| 1997-08-01 | 148.735122825698 |
| 1997-09-01 | 148.956618537176 |
| 1997-10-01 | 149.341258288730 |
| 1997-11-01 | 149.244881469746 |
| 1997-12-01 | 148.853993308288 |
| 1998-01-01 | 149.803249619977 |
| 1998-02-01 | 150.327194199858 |
| 1998-03-01 | 150.922968916989 |
| 1998-04-01 | 150.598248631670 |
| 1998-05-01 | 151.970245129955 |
| 1998-06-01 | 151.969817947204 |
| 1998-07-01 | 152.952524440110 |
| 1998-08-01 | 153.829733656064 |
| 1998-09-01 | 153.661412132989 |
| 1998-10-01 | 152.324990578160 |
| 1998-11-01 | 152.972703199981 |
| 1998-12-01 | 153.639256992110 |
| 1999-01-01 | 151.616688817616 |
| 1999-02-01 | 151.988475861967 |
| 1999-03-01 | 151.789728433846 |
| 1999-04-01 | 152.606743305755 |
| 1999-05-01 | 152.345427380184 |
| 1999-06-01 | 152.447422807331 |
| 1999-07-01 | 152.833168695426 |
| 1999-08-01 | 152.113584215256 |
| 1999-09-01 | 152.778507773621 |
| 1999-10-01 | 153.884353098792 |
| 1999-11-01 | 153.486065527219 |
| 1999-12-01 | 154.664682984584 |
| 2000-01-01 | 151.933156143553 |
| 2000-02-01 | 152.271895572162 |
| 2000-03-01 | 152.299567073606 |
| 2000-04-01 | 152.346652850055 |
| 2000-05-01 | 152.845825552700 |
| 2000-06-01 | 153.380288265781 |
| 2000-07-01 | 154.059342564098 |
| 2000-08-01 | 155.124055627691 |
| 2000-09-01 | 155.141741441234 |
| 2000-10-01 | 153.536623385116 |
| 2000-11-01 | 154.291876532039 |
| 2000-12-01 | 154.995336024665 |
| 2001-01-01 | 156.405650331533 |
| 2001-02-01 | 157.000807628616 |
| 2001-03-01 | 157.300234146004 |
| 2001-04-01 | 154.900561653097 |
| 2001-05-01 | 155.862171939004 |
| 2001-06-01 | 156.055906730724 |
| 2001-07-01 | 156.776236357741 |
| 2001-08-01 | 156.744076056602 |
| 2001-09-01 | 156.406411618854 |
| 2001-10-01 | 158.110159749014 |
| 2001-11-01 | 157.628313429846 |
| 2001-12-01 | 157.106331473118 |
| 2002-01-01 | 157.266813310303 |
| 2002-02-01 | 157.097915112135 |
| 2002-03-01 | 156.595031527430 |
| 2002-04-01 | 157.331319322003 |
| 2002-05-01 | 157.772812283732 |
| 2002-06-01 | 157.306561276269 |
| 2002-07-01 | 156.000914737607 |
| 2002-08-01 | 155.707061622389 |
| 2002-09-01 | 155.859854823422 |
| 2002-10-01 | 155.301562142209 |
| 2002-11-01 | 155.014415829218 |
| 2002-12-01 | 155.153858440930 |
| 2003-01-01 | 155.585285292469 |
| 2003-02-01 | 155.104879795210 |
| 2003-03-01 | 155.257919095073 |
| 2003-04-01 | 156.670145744895 |
| 2003-05-01 | 156.280057081573 |
| 2003-06-01 | 156.919269123574 |
| 2003-07-01 | 158.033122980301 |
| 2003-08-01 | 158.887631555162 |
| 2003-09-01 | 159.309299264624 |
| 2003-10-01 | 160.018198863517 |
| 2003-11-01 | 160.524946244190 |
| 2003-12-01 | 160.718946720295 |
| 2004-01-01 | 161.477369927248 |
| 2004-02-01 | 162.230761920758 |
| 2004-03-01 | 162.470162632123 |
| 2004-04-01 | 161.664619651559 |
| 2004-05-01 | 161.715272455292 |
| 2004-06-01 | 160.799602704603 |
| 2004-07-01 | 163.606496863892 |
| 2004-08-01 | 162.932424790744 |
| 2004-09-01 | 163.541789112449 |
| 2004-10-01 | 163.593143364322 |
| 2004-11-01 | 164.131763875150 |
| 2004-12-01 | 165.505758212504 |
| 2005-01-01 | 164.842365776868 |
| 2005-02-01 | 164.985406735229 |
| 2005-03-01 | 165.512982598946 |
| 2005-04-01 | 165.898895795782 |
| 2005-05-01 | 166.522060718007 |
| 2005-06-01 | 166.806150094694 |
| 2005-07-01 | 166.351775803008 |
| 2005-08-01 | 166.107181116798 |
| 2005-09-01 | 166.958361705079 |
| 2005-10-01 | 168.263197436504 |
| 2005-11-01 | 168.694678979878 |
| 2005-12-01 | 169.966472780504 |
| 2006-01-01 | 169.440825513132 |
| 2006-02-01 | 170.158469539694 |
| 2006-03-01 | 170.447789843472 |
| 2006-04-01 | 169.688283033989 |
| 2006-05-01 | 170.211883578203 |
| 2006-06-01 | 170.479000701121 |
| 2006-07-01 | 169.831985887965 |
| 2006-08-01 | 170.099811979552 |
| 2006-09-01 | 170.268267858190 |
| 2006-10-01 | 170.502824411960 |
| 2006-11-01 | 170.993105819282 |
| 2006-12-01 | 172.546350958754 |
| 2007-01-01 | 170.254420832482 |
| 2007-02-01 | 170.326278945333 |
| 2007-03-01 | 170.897013101614 |
| 2007-04-01 | 171.074919285482 |
| 2007-05-01 | 170.883948859225 |
| 2007-06-01 | 170.285460766136 |
| 2007-07-01 | 170.912244975816 |
| 2007-08-01 | 170.570398035556 |
| 2007-09-01 | 170.992563123373 |
| 2007-10-01 | 171.108604663453 |
| 2007-11-01 | 170.950237116346 |
| 2007-12-01 | 171.166130826471 |
| 2008-01-01 | 173.338111425804 |
| 2008-02-01 | 172.893779747983 |
| 2008-03-01 | 172.849429652042 |
| 2008-04-01 | 174.808378083354 |
| 2008-05-01 | 174.804799997974 |
| 2008-06-01 | 175.706629740269 |
| 2008-07-01 | 175.761317326731 |
| 2008-08-01 | 175.373433323488 |
| 2008-09-01 | 174.783145478876 |
| 2008-10-01 | 174.029200113729 |
| 2008-11-01 | 173.624867972392 |
| 2008-12-01 | 173.076302452532 |
| 2009-01-01 | 172.205399780475 |
| 2009-02-01 | 171.041830410268 |
| 2009-03-01 | 170.476296511529 |
| 2009-04-01 | 169.777603143400 |
| 2009-05-01 | 169.444162094184 |
| 2009-06-01 | 168.923742335333 |
| 2009-07-01 | 169.026522266372 |
| 2009-08-01 | 168.223443761496 |
| 2009-09-01 | 167.888582055756 |
| 2009-10-01 | 167.991132301858 |
| 2009-11-01 | 167.758766238057 |
| 2009-12-01 | 167.209816803525 |
| 2010-01-01 | 167.092080826075 |
| 2010-02-01 | 167.535567567428 |
| 2010-03-01 | 167.050405801241 |
| 2010-04-01 | 168.376429452469 |
| 2010-05-01 | 168.763969710066 |
| 2010-06-01 | 169.374946051642 |
| 2010-07-01 | 169.792148830337 |
| 2010-08-01 | 170.733942050730 |
| 2010-09-01 | 171.335238096609 |
| 2010-10-01 | 171.152841550821 |
| 2010-11-01 | 171.164390908672 |
| 2010-12-01 | 172.364451132312 |
| 2011-01-01 | 172.152039634328 |
| 2011-02-01 | 172.541089394706 |
| 2011-03-01 | 172.602116647401 |
| 2011-04-01 | 172.788937896227 |
| 2011-05-01 | 173.393119187931 |
| 2011-06-01 | 173.088474535901 |
| 2011-07-01 | 173.220907886323 |
| 2011-08-01 | 173.979502312637 |
| 2011-09-01 | 174.769191995156 |
| 2011-10-01 | 175.130186327387 |
| 2011-11-01 | 175.950733333653 |
| 2011-12-01 | 176.245414209855 |
| 2012-01-01 | 177.801669160971 |
| 2012-02-01 | 178.096077856174 |
| 2012-03-01 | 179.054280560932 |
| 2012-04-01 | 180.597367226284 |
| 2012-05-01 | 180.846805013361 |
| 2012-06-01 | 181.398987638902 |
| 2012-07-01 | 181.177018136459 |
| 2012-08-01 | 182.608173982252 |
| 2012-09-01 | 183.662543234817 |
| 2012-10-01 | 184.575973622345 |
| 2012-11-01 | 185.528052892197 |
| 2012-12-01 | 186.294683037588 |
| 2013-01-01 | 186.786388783975 |
| 2013-02-01 | 188.114472143604 |
| 2013-03-01 | 188.352684091489 |
| 2013-04-01 | 190.252536866891 |
| 2013-05-01 | 191.736942876997 |
| 2013-06-01 | 193.863092304201 |
| 2013-07-01 | 195.640671537685 |
| 2013-08-01 | 196.873568053570 |
| 2013-09-01 | 197.515850318243 |
| 2013-10-01 | 199.384420958981 |
| 2013-11-01 | 201.113551169603 |
| 2013-12-01 | 202.443639693485 |
| 2014-01-01 | 204.198881668709 |
| 2014-02-01 | 205.469696335222 |
| 2014-03-01 | 206.269650314906 |
| 2014-04-01 | 207.176468745216 |
| 2014-05-01 | 208.095736579661 |
| 2014-06-01 | 208.803288459867 |
| 2014-07-01 | 209.444779379046 |
| 2014-08-01 | 210.734674875635 |
| 2014-09-01 | 211.850746136450 |
| 2014-10-01 | 212.629026031588 |
| 2014-11-01 | 213.692933570505 |
| 2014-12-01 | 214.676927617136 |
| 2015-01-01 | 215.965329604879 |
| 2015-02-01 | 217.797220985900 |
| 2015-03-01 | 218.133639505712 |
| 2015-04-01 | 218.056887291394 |
| 2015-05-01 | 218.872110649855 |
| 2015-06-01 | 219.802107024416 |
| 2015-07-01 | 221.110967324952 |
| 2015-08-01 | 220.987342861129 |
| 2015-09-01 | 222.688058551101 |
| 2015-10-01 | 224.506539320652 |
| 2015-11-01 | 224.915511316987 |
| 2015-12-01 | 226.056909377828 |
| 2016-01-01 | 226.989586498743 |
| 2016-02-01 | 227.977978925138 |
| 2016-03-01 | 228.903126437263 |
| 2016-04-01 | 229.963569080786 |
| 2016-05-01 | 230.576550993430 |
| 2016-06-01 | 231.684356524950 |
| 2016-07-01 | 233.681466831671 |
| 2016-08-01 | 233.584179192262 |
| 2016-09-01 | 234.278511701697 |
| 2016-10-01 | 235.332928247332 |
| 2016-11-01 | 236.107234044079 |
| 2016-12-01 | 236.656522706129 |
| 2017-01-01 | 237.638831986411 |
| 2017-02-01 | 238.520107714442 |
| 2017-03-01 | 239.843873683139 |
| 2017-04-01 | 241.305466745220 |
| 2017-05-01 | 242.364172274926 |
| 2017-06-01 | 243.158534735919 |
| 2017-07-01 | 243.830762836001 |
| 2017-08-01 | 244.238706227951 |
| 2017-09-01 | 244.931044282208 |
| 2017-10-01 | 245.713164955158 |
| 2017-11-01 | 246.548261958828 |
| 2017-12-01 | 247.578171362244 |
| 2018-01-01 | 247.720641424694 |
| 2018-02-01 | 248.536240576555 |
| 2018-03-01 | 248.670906532737 |
| 2018-04-01 | 249.249252411669 |
| 2018-05-01 | 249.346898692486 |
| 2018-06-01 | 249.309823525485 |
| 2018-07-01 | 249.754057187492 |
| 2018-08-01 | 250.164558525698 |
| 2018-09-01 | 250.288470578224 |
| 2018-10-01 | 251.232353366320 |
| 2018-11-01 | 251.390002761275 |
| 2018-12-01 | 252.456107897573 |
| 2019-01-01 | 253.223478965433 |
| 2019-02-01 | 253.688257553447 |
| 2019-03-01 | 254.632373564951 |
| 2019-04-01 | 254.884095856083 |
| 2019-05-01 | 255.934968202017 |
| 2019-06-01 | 255.922339831969 |
| 2019-07-01 | 256.022768270363 |
| 2019-08-01 | 256.320265159788 |
| 2019-09-01 | 256.814062968252 |
| 2019-10-01 | 257.923098629618 |
| 2019-11-01 | 258.967229653380 |
| 2019-12-01 | 259.209058887231 |
| 2020-01-01 | 260.564540551505 |
| 2020-02-01 | 262.088022182446 |
| 2020-03-01 | 256.335261310108 |
| 2020-04-01 | 194.975942737688 |
| 2020-05-01 | 204.469392425535 |
| 2020-06-01 | 216.507480863383 |
| 2020-07-01 | 217.692579047192 |
| 2020-08-01 | 218.438124492999 |
| 2020-09-01 | 222.853219550586 |
| 2020-10-01 | 226.583492145003 |
| 2020-11-01 | 228.375065063693 |
| 2020-12-01 | 226.332833150099 |
| 2021-01-01 | 224.458848360204 |
| 2021-02-01 | 229.659428197129 |
| 2021-03-01 | 231.941858199793 |
| 2021-04-01 | 234.838443090090 |
| 2021-05-01 | 237.001691119453 |
| 2021-06-01 | 240.171767339608 |
| 2021-07-01 | 245.101637392819 |
| 2021-08-01 | 245.570315583108 |
| 2021-09-01 | 245.758041279658 |
| 2021-10-01 | 247.773726524432 |
| 2021-11-01 | 249.029965317619 |
| 2021-12-01 | 250.942363348219 |
| 2022-01-01 | 249.619808570291 |
| 2022-02-01 | 254.104704247371 |
| 2022-03-01 | 255.517042570894 |
| 2022-04-01 | 256.160956580202 |
| 2022-05-01 | 256.658285859734 |
| 2022-06-01 | 258.418179054818 |
| 2022-07-01 | 259.283238906431 |
| 2022-08-01 | 259.837080171295 |
| 2022-09-01 | 260.355875796886 |
| 2022-10-01 | 260.001460900216 |
| 2022-11-01 | 260.995605740500 |
| 2022-12-01 | 261.805536870128 |
| 2023-01-01 | 261.453869419862 |
| 2023-02-01 | 263.337188721118 |
| 2023-03-01 | 264.084499960850 |
| 2023-04-01 | 263.393576785101 |
| 2023-05-01 | 264.696548760448 |
| 2023-06-01 | 264.902556359032 |
| 2023-07-01 | 265.980472734899 |
| 2023-08-01 | 266.426768361365 |
| 2023-09-01 | 266.617963913956 |
| 2023-10-01 | 265.323145586418 |
| 2023-11-01 | 264.987901899667 |
| 2023-12-01 | 265.302846416851 |
| 2024-01-01 | 267.180249404170 |
| 2024-02-01 | 264.532487314374 |
| 2024-03-01 | 263.321635245809 |
| 2024-04-01 | 263.710223861349 |
| 2024-05-01 | 262.892914081322 |
| 2024-06-01 | 260.398807903514 |
| 2024-07-01 | 262.350201154669 |
| 2024-08-01 | 261.216693408996 |
| 2024-09-01 | 260.058215849471 |
| 2024-10-01 | 262.536570611498 |
| 2024-11-01 | 262.234437269171 |
| 2024-12-01 | 262.338548514300 |
| 2025-01-01 | 261.972220760617 |
| 2025-02-01 | 260.725645138153 |
| 2025-03-01 | 261.583700747363 |
| 2025-04-01 | 261.872837472627 |
| 2025-05-01 | 261.874833627405 |
| 2025-06-01 | 262.019434765815 |
| 2025-07-01 | 262.346894403568 |
| 2025-08-01 | 263.406086417091 |
| 2025-09-01 | 263.629456498502 |
| 2025-10-01 | 264.791446686312 |
| 2025-11-01 | 265.638627483042 |
| 2025-12-01 | 266.050778758227 |
| 2026-01-01 | 268.337933593211 |
| 2026-02-01 | 268.153789441066 |
| 2026-03-01 | 267.691250408226 |
| 2026-04-01 | 268.134131012197 |
| 2026-05-01 | 269.047272463605 |
| 2026-06-01 | 269.452808957995 |
| 2026-07-01 | 267.863225704965 |