Title: All Employees: Leisure and Hospitality: Restaurants and Other Eating Places in Los Angeles-Long Beach-Glendale, CA (MD) Series ID: SMU06310847072250001SA 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 2022-12-01 Last Updated: 2023-01-25 3:40 AM CST 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU06310847072250001). 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 1990-01-01 181.70984811137700 1990-02-01 181.33408599752200 1990-03-01 180.57043085368800 1990-04-01 181.51001111935700 1990-05-01 181.01489126049500 1990-06-01 181.54394821535700 1990-07-01 182.17062712047100 1990-08-01 182.90785698340198 1990-09-01 183.44953636494000 1990-10-01 181.42132967747700 1990-11-01 181.75159212044300 1990-12-01 181.59388855570703 1991-01-01 183.15934219597400 1991-02-01 183.18141840851501 1991-03-01 183.87121069856000 1991-04-01 187.37261339465599 1991-05-01 187.51709722377900 1991-06-01 187.70477278966098 1991-07-01 189.32136438885900 1991-08-01 188.55140819099702 1991-09-01 189.96023884554300 1991-10-01 190.93161072264098 1991-11-01 192.23334058378200 1991-12-01 192.43940020435900 1992-01-01 184.54077824860002 1992-02-01 186.43612367169700 1992-03-01 186.96467868888303 1992-04-01 188.78743597546900 1992-05-01 187.66550630642300 1992-06-01 186.72918050018000 1992-07-01 190.50315410521100 1992-08-01 191.44725452842900 1992-09-01 191.75588356008203 1992-10-01 193.53876845550600 1992-11-01 193.81229263982700 1992-12-01 194.40375730481202 1993-01-01 189.36543844635798 1993-02-01 189.15435004243000 1993-03-01 189.09512998436000 1993-04-01 188.66016670015500 1993-05-01 189.20078589788898 1993-06-01 190.02666402528098 1993-07-01 189.45802383579400 1993-08-01 190.21439218661500 1993-09-01 190.59216494125700 1993-10-01 189.22368432374000 1993-11-01 188.96150851570500 1993-12-01 189.82088934777500 1994-01-01 190.25987457651902 1994-02-01 190.42971151906798 1994-03-01 192.08580896579400 1994-04-01 191.63196043749800 1994-05-01 192.28973579536400 1994-06-01 192.26866971240003 1994-07-01 191.30544548786000 1994-08-01 192.25847695553500 1994-09-01 192.69403878282100 1994-10-01 192.70486662925498 1994-11-01 193.24207501976002 1994-12-01 193.88481451439998 1995-01-01 193.86807260661098 1995-02-01 194.24011275338500 1995-03-01 194.17322352949300 1995-04-01 194.72024360242100 1995-05-01 194.87884744508600 1995-06-01 196.07137314069598 1995-07-01 196.88072047289100 1995-08-01 197.05299353548900 1995-09-01 197.83852036576098 1995-10-01 197.89863097021802 1995-11-01 199.47146947183200 1995-12-01 199.35645260236900 1996-01-01 198.55502104228600 1996-02-01 199.33515871432800 1996-03-01 199.98905585395198 1996-04-01 200.98933934105202 1996-05-01 201.76512580984100 1996-06-01 199.84047975581200 1996-07-01 201.52835007851600 1996-08-01 201.43207299655202 1996-09-01 201.62809693945600 1996-10-01 204.89189746825198 1996-11-01 204.83726552836200 1996-12-01 205.60073198886100 1997-01-01 207.20615891615100 1997-02-01 207.64376989390400 1997-03-01 207.97718764319100 1997-04-01 207.71200265587700 1997-05-01 208.54909794013900 1997-06-01 208.27397259330800 1997-07-01 208.36424484438498 1997-08-01 209.32859825972000 1997-09-01 209.40617689340900 1997-10-01 210.03161374402302 1997-11-01 209.49606942536500 1997-12-01 209.89072506141800 1998-01-01 210.85231547258200 1998-02-01 210.59038826170400 1998-03-01 211.16336948478198 1998-04-01 212.38110869057300 1998-05-01 214.55406317113201 1998-06-01 214.37524865233100 1998-07-01 215.14666729473400 1998-08-01 215.97643012381800 1998-09-01 215.76761484780200 1998-10-01 214.81575112964200 1998-11-01 216.09820218056900 1998-12-01 216.13798254623400 1999-01-01 216.10893208481200 1999-02-01 217.11055104570600 1999-03-01 217.36584247167700 1999-04-01 216.91015698777700 1999-05-01 216.80096392948002 1999-06-01 216.50458415251703 1999-07-01 217.75053869421100 1999-08-01 216.16542193518100 1999-09-01 217.21739273035598 1999-10-01 218.68166022474400 1999-11-01 218.92809565635102 1999-12-01 219.32577036591700 2000-01-01 219.08919770073900 2000-02-01 220.44793515352000 2000-03-01 220.51591948496200 2000-04-01 221.49420357872600 2000-05-01 221.82450685893002 2000-06-01 222.88310053296001 2000-07-01 223.81526086168898 2000-08-01 224.67216391922798 2000-09-01 225.56311321850300 2000-10-01 224.72084394097900 2000-11-01 225.61939466891300 2000-12-01 226.89010099549802 2001-01-01 226.51435195664800 2001-02-01 227.05854161637700 2001-03-01 227.00498597175098 2001-04-01 225.39094025179799 2001-05-01 226.52630849950300 2001-06-01 226.93607168323300 2001-07-01 227.81989749588402 2001-08-01 227.82710491290797 2001-09-01 227.36730562411898 2001-10-01 229.11926895972900 2001-11-01 229.68097478243900 2001-12-01 229.17525630142500 2002-01-01 229.94937178471800 2002-02-01 229.08119365093300 2002-03-01 228.91019939946100 2002-04-01 230.67778115079300 2002-05-01 232.12911053985002 2002-06-01 231.50286973312200 2002-07-01 230.88058842352402 2002-08-01 231.36867443524397 2002-09-01 231.26723515189300 2002-10-01 230.84789378284802 2002-11-01 231.13348684314300 2002-12-01 231.44919064334000 2003-01-01 231.99804542987700 2003-02-01 232.07013659982700 2003-03-01 232.84409308258702 2003-04-01 233.59098687733800 2003-05-01 234.19787373169800 2003-06-01 235.52709746832400 2003-07-01 236.06505396110400 2003-08-01 237.29019493492200 2003-09-01 238.47762559421298 2003-10-01 239.15556365589500 2003-11-01 239.35708511228000 2003-12-01 240.20883323834400 2004-01-01 242.08274179948500 2004-02-01 243.41217107935500 2004-03-01 243.95740330880298 2004-04-01 240.87627157340802 2004-05-01 241.86058002616002 2004-06-01 241.11824640344201 2004-07-01 243.62411443181801 2004-08-01 243.58337156529598 2004-09-01 244.48946815402698 2004-10-01 245.99164157880500 2004-11-01 246.46601583814498 2004-12-01 247.49594619852300 2005-01-01 244.91823818099200 2005-02-01 245.65029216852400 2005-03-01 246.90300196515702 2005-04-01 247.94040153146800 2005-05-01 248.69933001790400 2005-06-01 249.35644875770902 2005-07-01 249.51138192256100 2005-08-01 249.73408658171100 2005-09-01 250.79588264641800 2005-10-01 251.76366323130000 2005-11-01 252.90557927118698 2005-12-01 254.20058155802700 2006-01-01 254.37809923824200 2006-02-01 255.49266844305802 2006-03-01 256.72933997427700 2006-04-01 254.40937642917302 2006-05-01 255.56973609054400 2006-06-01 256.23311422556600 2006-07-01 255.49666590309800 2006-08-01 257.15698096563500 2006-09-01 257.83280601663700 2006-10-01 258.49987849151700 2006-11-01 259.59762399846403 2006-12-01 260.48439067844600 2007-01-01 260.09770437372300 2007-02-01 260.78424773837100 2007-03-01 261.95209329144700 2007-04-01 260.88930263481603 2007-05-01 261.30838654074200 2007-06-01 261.29482699567700 2007-07-01 261.41442149136003 2007-08-01 261.98262159682100 2007-09-01 262.20850509073700 2007-10-01 262.66255852088200 2007-11-01 262.95055862866600 2007-12-01 262.78683546451697 2008-01-01 263.35602384606300 2008-02-01 263.24933339760400 2008-03-01 264.17776863899400 2008-04-01 264.79570930242700 2008-05-01 264.25816829054400 2008-06-01 265.01336747578300 2008-07-01 265.35361466717000 2008-08-01 265.14550658015600 2008-09-01 263.95674095291804 2008-10-01 262.33257621592300 2008-11-01 261.21048956818000 2008-12-01 260.24115164550000 2009-01-01 258.33019506440200 2009-02-01 257.19389116017800 2009-03-01 256.26237689475700 2009-04-01 255.24504462673000 2009-05-01 255.05212747395697 2009-06-01 254.31425870912400 2009-07-01 254.10330920024500 2009-08-01 253.39360082609403 2009-09-01 253.36814755023400 2009-10-01 254.05144370884997 2009-11-01 253.58434940816502 2009-12-01 252.48802280150700 2010-01-01 253.31776768855000 2010-02-01 253.32085943270600 2010-03-01 253.19681069945800 2010-04-01 254.75762233706000 2010-05-01 254.95356409300499 2010-06-01 255.14574097060300 2010-07-01 255.52296150589000 2010-08-01 255.94568404331700 2010-09-01 257.43076099783000 2010-10-01 256.82252875937600 2010-11-01 256.85309512391200 2010-12-01 257.72873194680596 2011-01-01 259.03226760528600 2011-02-01 259.92719333545800 2011-03-01 260.51179910156100 2011-04-01 260.75783623082800 2011-05-01 261.89080190303200 2011-06-01 262.37300108199300 2011-07-01 263.39829107436196 2011-08-01 264.19206253370200 2011-09-01 266.04407420112597 2011-10-01 266.51460961887700 2011-11-01 267.34267024858200 2011-12-01 267.71830250167096 2012-01-01 271.50926829930097 2012-02-01 272.89014518431000 2012-03-01 274.40130995293200 2012-04-01 276.95902660975100 2012-05-01 278.77082268078100 2012-06-01 280.50485988824300 2012-07-01 280.82043994905200 2012-08-01 282.81445090221600 2012-09-01 283.72252559923300 2012-10-01 285.65030385392896 2012-11-01 287.56585492379100 2012-12-01 288.67722688993600 2013-01-01 289.53448783000400 2013-02-01 290.78971752199500 2013-03-01 292.14029017046000 2013-04-01 294.66805416601200 2013-05-01 296.33347824450400 2013-06-01 299.10601040718500 2013-07-01 300.55508900200000 2013-08-01 301.82141121414600 2013-09-01 302.81457701201800 2013-10-01 304.48338521201800 2013-11-01 306.42870134689497 2013-12-01 307.99248961480900 2014-01-01 309.59136992524300 2014-02-01 311.46737587891600 2014-03-01 312.61727787870200 2014-04-01 312.82684377289900 2014-05-01 314.50328557040900 2014-06-01 315.51054163140300 2014-07-01 316.89218739385700 2014-08-01 320.09724876421700 2014-09-01 320.58488940484000 2014-10-01 321.19602254879700 2014-11-01 322.42760008631500 2014-12-01 323.19386819801700 2015-01-01 325.98382672355600 2015-02-01 328.17863676744700 2015-03-01 328.60455346009700 2015-04-01 328.80679427886100 2015-05-01 329.28746495037103 2015-06-01 331.26621684069800 2015-07-01 334.36553580993000 2015-08-01 335.56431869699503 2015-09-01 337.21545400626200 2015-10-01 339.73017511540600 2015-11-01 339.73914429870996 2015-12-01 341.17735023507703 2016-01-01 342.40567750222300 2016-02-01 343.09618003457100 2016-03-01 343.51563487519100 2016-04-01 344.95912978743400 2016-05-01 345.05255215842203 2016-06-01 346.13199776135200 2016-07-01 347.59401966110903 2016-08-01 348.05417165074400 2016-09-01 348.97476452803000 2016-10-01 350.74830383254300 2016-11-01 352.00353509985100 2016-12-01 352.73695912364900 2017-01-01 352.74253079782500 2017-02-01 354.01703000651804 2017-03-01 355.41068796819200 2017-04-01 355.64349741384300 2017-05-01 356.44490178148203 2017-06-01 357.02413359518000 2017-07-01 357.12464154261400 2017-08-01 357.32173917874496 2017-09-01 357.95353824770700 2017-10-01 358.27701940724900 2017-11-01 358.87304044560900 2017-12-01 359.40914127340596 2018-01-01 360.23232696581100 2018-02-01 360.40148129826200 2018-03-01 360.11816426583600 2018-04-01 361.61594403007797 2018-05-01 361.61800239625603 2018-06-01 361.48735105371696 2018-07-01 362.70287943105103 2018-08-01 363.37615709696803 2018-09-01 362.64119882431197 2018-10-01 363.47453595227404 2018-11-01 363.54509144347503 2018-12-01 364.67908369759596 2019-01-01 364.74992801682700 2019-02-01 365.08095517869400 2019-03-01 365.43621846278800 2019-04-01 366.00921489318705 2019-05-01 366.60647916865900 2019-06-01 366.29758189284500 2019-07-01 366.46919559187300 2019-08-01 366.87880173136300 2019-09-01 366.93775917290100 2019-10-01 368.13407044362000 2019-11-01 369.59213798559000 2019-12-01 369.86501270635597 2020-01-01 370.90533113507400 2020-02-01 371.97167006365000 2020-03-01 357.84403251062895 2020-04-01 203.57845325131902 2020-05-01 221.79809110734600 2020-06-01 258.41010900816800 2020-07-01 257.69326827821703 2020-08-01 259.83713135690100 2020-09-01 266.99215971374700 2020-10-01 275.42267542419500 2020-11-01 278.00341534898200 2020-12-01 248.70946526395300 2021-01-01 237.47893567628300 2021-02-01 271.74039824645800 2021-03-01 281.74591801730500 2021-04-01 296.44525695392100 2021-05-01 304.00199629891700 2021-06-01 312.63936988808900 2021-07-01 325.46629285185503 2021-08-01 326.85175849346800 2021-09-01 325.99239370949200 2021-10-01 327.16656884552100 2021-11-01 329.56127865908500 2021-12-01 332.07060310251200 2022-01-01 330.47949728610400 2022-02-01 335.46663773904900 2022-03-01 336.01381286900397 2022-04-01 337.83989151528100 2022-05-01 338.05261604062997 2022-06-01 338.68361142112303 2022-07-01 340.16407819359000 2022-08-01 341.59021544760100 2022-09-01 342.65886836452097 2022-10-01 346.19250453023800 2022-11-01 347.99337131982200 2022-12-01 349.55324064037694