Title: All Employees: Leisure and Hospitality: Full-Service Restaurants in Los Angeles-Long Beach-Glendale, CA (MD) Series ID: SMU06310847072251101SA 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 2024-03-01 Last Updated: 2024-04-20 5:56 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 (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/SMU06310847072251101). 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 93.956163628206710 1990-02-01 93.374148155814000 1990-03-01 92.850377018381410 1990-04-01 91.569526924650090 1990-05-01 91.885272225282800 1990-06-01 91.641978910176090 1990-07-01 92.847252597770590 1990-08-01 93.021822102767790 1990-09-01 92.870252423451900 1990-10-01 92.769959348398700 1990-11-01 92.844525852331500 1990-12-01 92.493404832107500 1991-01-01 93.748398837115800 1991-02-01 94.219271334960810 1991-03-01 93.442397730177290 1991-04-01 93.698410572917810 1991-05-01 94.155126929152200 1991-06-01 94.052106827306290 1991-07-01 94.299201923768410 1991-08-01 94.595251786214690 1991-09-01 94.681526589027600 1991-10-01 94.811452143735200 1991-11-01 95.468217967151420 1991-12-01 95.210122811482690 1992-01-01 90.934028398500600 1992-02-01 91.355647743456800 1992-03-01 91.996322947241100 1992-04-01 93.292378735459700 1992-05-01 92.102014874907710 1992-06-01 91.310827892126010 1992-07-01 93.097407930231800 1992-08-01 93.446835048581010 1992-09-01 93.613904465127790 1992-10-01 94.364263620321710 1992-11-01 93.994571857097910 1992-12-01 94.193250120501190 1993-01-01 92.324543234349100 1993-02-01 92.292088771419300 1993-03-01 92.094165986669900 1993-04-01 91.876288377253590 1993-05-01 91.534900543424090 1993-06-01 91.790851200996580 1993-07-01 91.101500719344710 1993-08-01 91.348164380379500 1993-09-01 91.391458922668920 1993-10-01 90.784690165575090 1993-11-01 90.626934218278110 1993-12-01 91.039759807578600 1994-01-01 92.205817414390700 1994-02-01 92.288249160612900 1994-03-01 92.859957978463210 1994-04-01 94.326999084221300 1994-05-01 94.150915924628200 1994-06-01 94.518529330387890 1994-07-01 93.135207837993290 1994-08-01 93.714140293135700 1994-09-01 93.975672181978710 1994-10-01 94.076353101185590 1994-11-01 94.895622224256100 1994-12-01 94.881125965864300 1995-01-01 95.137412967759490 1995-02-01 95.365084396586100 1995-03-01 95.246754198550200 1995-04-01 94.687659750452900 1995-05-01 93.854300534838000 1995-06-01 94.928569970277010 1995-07-01 95.446985851217700 1995-08-01 95.237436998986400 1995-09-01 95.599490120720500 1995-10-01 95.465120220588200 1995-11-01 96.538363291045300 1995-12-01 95.663524040746500 1996-01-01 95.121983409847700 1996-02-01 95.481815525766690 1996-03-01 95.612660636882210 1996-04-01 95.793554801460990 1996-05-01 96.095105271103100 1996-06-01 95.217445752496200 1996-07-01 96.231348257402900 1996-08-01 96.306897340586590 1996-09-01 96.732053167058600 1996-10-01 97.143268362873210 1996-11-01 97.168757495013700 1996-12-01 97.368227523387790 1997-01-01 97.300765159226500 1997-02-01 97.619857696845910 1997-03-01 97.787280808651900 1997-04-01 97.315841973005400 1997-05-01 97.914258796636200 1997-06-01 97.908559775766600 1997-07-01 98.201067640190600 1997-08-01 99.165932847195310 1997-09-01 99.061866990523480 1997-10-01 99.825824725519700 1997-11-01 99.368089441296500 1997-12-01 100.068248331123020 1998-01-01 100.519987527005000 1998-02-01 99.657608035919000 1998-03-01 99.458177296857490 1998-04-01 100.643602186401010 1998-05-01 101.407572853304000 1998-06-01 101.657719726700990 1998-07-01 101.739693873841990 1998-08-01 102.175566306317010 1998-09-01 102.470756232042000 1998-10-01 102.420037575851000 1998-11-01 103.175027391944010 1998-12-01 102.971359818101000 1999-01-01 104.454534079251000 1999-02-01 105.668363170055000 1999-03-01 105.618958648523000 1999-04-01 105.198880579232010 1999-05-01 105.316845000999000 1999-06-01 105.205768544466000 1999-07-01 105.974239917286000 1999-08-01 105.374651503831000 1999-09-01 106.219517882162990 1999-10-01 107.094620948421990 1999-11-01 107.545213362843000 1999-12-01 107.178050292081000 2000-01-01 109.341976566906000 2000-02-01 110.982878134853990 2000-03-01 110.870108361660000 2000-04-01 111.736354554169010 2000-05-01 111.330282976369000 2000-06-01 112.032892572047000 2000-07-01 112.349469482593010 2000-08-01 112.867931668494000 2000-09-01 113.714899033949000 2000-10-01 114.036937225389010 2000-11-01 114.457071771201000 2000-12-01 114.871621141916010 2001-01-01 114.160464541592000 2001-02-01 114.811745350484000 2001-03-01 114.270508599571000 2001-04-01 114.107528885333010 2001-05-01 114.320657933276990 2001-06-01 114.650323186017000 2001-07-01 115.040229966828010 2001-08-01 115.163903769519010 2001-09-01 114.852884222481990 2001-10-01 115.419801947411000 2001-11-01 115.978642040648000 2001-12-01 115.721415621116010 2002-01-01 116.125431133076990 2002-02-01 115.725569574925000 2002-03-01 115.612939496709000 2002-04-01 117.983945114953000 2002-05-01 119.164460136340010 2002-06-01 119.106905781027000 2002-07-01 118.700830817087990 2002-08-01 119.234933141966000 2002-09-01 119.185587568685000 2002-10-01 118.541334379179000 2002-11-01 119.016716125183000 2002-12-01 119.377475983347000 2003-01-01 119.555847540695990 2003-02-01 119.750134779447990 2003-03-01 120.221868311737000 2003-04-01 120.265066232626000 2003-05-01 120.777111229912000 2003-06-01 121.883303482239000 2003-07-01 121.489935794774000 2003-08-01 121.694888351155000 2003-09-01 122.405387640375990 2003-10-01 122.574715278934010 2003-11-01 122.397640904972990 2003-12-01 122.739242852156000 2004-01-01 124.291435205090010 2004-02-01 125.051883083554000 2004-03-01 125.120016496532000 2004-04-01 124.091622806741010 2004-05-01 124.800028397514000 2004-06-01 124.704104107260000 2004-07-01 125.129636945342000 2004-08-01 125.444768147534000 2004-09-01 125.964268563446010 2004-10-01 127.187467054997000 2004-11-01 126.949328033563000 2004-12-01 127.135289681872990 2005-01-01 125.710299122275000 2005-02-01 126.563921634636000 2005-03-01 126.909983846625010 2005-04-01 128.575099827594000 2005-05-01 128.467243629953000 2005-06-01 128.861980773184000 2005-07-01 129.251882962495000 2005-08-01 129.255087188707000 2005-09-01 129.539037601062000 2005-10-01 129.197794402556000 2005-11-01 129.670385987312000 2005-12-01 130.216687303422000 2006-01-01 130.875108749407020 2006-02-01 131.601671268153980 2006-03-01 131.846330309902000 2006-04-01 132.350723220961000 2006-05-01 132.706573397093000 2006-06-01 133.195687237596000 2006-07-01 132.910178287254000 2006-08-01 133.937783213937000 2006-09-01 134.626123036037000 2006-10-01 135.132346847054000 2006-11-01 136.231820151731000 2006-12-01 136.479265453897000 2007-01-01 136.799330006644000 2007-02-01 137.484180752859000 2007-03-01 137.717626270939000 2007-04-01 137.341667250509000 2007-05-01 137.684972976979000 2007-06-01 138.196451813346020 2007-07-01 138.267649500500000 2007-08-01 138.728760093953980 2007-09-01 138.475767341980000 2007-10-01 139.212120052169000 2007-11-01 139.572474085692000 2007-12-01 139.610091052737000 2008-01-01 138.409691085184000 2008-02-01 138.657602308154000 2008-03-01 139.166140981481000 2008-04-01 138.915923714431000 2008-05-01 138.182765712184000 2008-06-01 138.050875599775000 2008-07-01 138.407966621585020 2008-08-01 138.270205640349990 2008-09-01 137.433174792601000 2008-10-01 136.404547174022000 2008-11-01 135.623977266874020 2008-12-01 135.209128911105000 2009-01-01 134.267939157772020 2009-02-01 133.900675325012000 2009-03-01 133.091318429321000 2009-04-01 132.723726104533000 2009-05-01 132.714499274695000 2009-06-01 132.416164979349000 2009-07-01 132.078175270057000 2009-08-01 131.648089641216000 2009-09-01 131.622850930000000 2009-10-01 131.938273447756980 2009-11-01 131.674743134883020 2009-12-01 131.168869900574000 2010-01-01 132.052606347129000 2010-02-01 131.805647734363000 2010-03-01 131.691324980531000 2010-04-01 132.547425812771000 2010-05-01 132.526255196516980 2010-06-01 132.440015454705020 2010-07-01 132.588873724745000 2010-08-01 132.655230490921000 2010-09-01 133.569703324625000 2010-10-01 133.506049649314000 2010-11-01 133.573513812927000 2010-12-01 133.994712659470000 2011-01-01 135.031471223941000 2011-02-01 135.554145952875980 2011-03-01 136.232810895406000 2011-04-01 136.209945118228000 2011-05-01 136.695252748907000 2011-06-01 137.210694847436000 2011-07-01 137.964976033886000 2011-08-01 138.453783306573000 2011-09-01 139.217277095663000 2011-10-01 139.891610778599000 2011-11-01 140.147314910478000 2011-12-01 140.471743818574000 2012-01-01 143.122848972200000 2012-02-01 143.943421535831000 2012-03-01 144.891114837825000 2012-04-01 146.693065725597000 2012-05-01 148.097397150400000 2012-06-01 149.634143099713010 2012-07-01 149.382271673790000 2012-08-01 150.310323103034000 2012-09-01 150.495905856680000 2012-10-01 151.891724041019000 2012-11-01 153.333391605353000 2012-12-01 154.073166018418000 2013-01-01 153.810293090980000 2013-02-01 153.850451828286000 2013-03-01 155.025321879656000 2013-04-01 156.110296444507010 2013-05-01 156.809849920487000 2013-06-01 157.837599946414000 2013-07-01 157.757449453080000 2013-08-01 158.049950776914020 2013-09-01 158.237096511652000 2013-10-01 158.724715827210990 2013-11-01 159.418734781883000 2013-12-01 159.979143705033000 2014-01-01 160.745239032489000 2014-02-01 161.820398488139000 2014-03-01 162.554975285461000 2014-04-01 162.361227478658000 2014-05-01 163.183353992561000 2014-06-01 163.636867812205000 2014-07-01 164.747982024210000 2014-08-01 166.533956225452980 2014-09-01 166.032398705266980 2014-10-01 166.082875328653000 2014-11-01 166.591284117661980 2014-12-01 166.649570781786000 2015-01-01 168.298245687359000 2015-02-01 168.974745155690980 2015-03-01 169.117194415787000 2015-04-01 169.646453793372000 2015-05-01 169.529591391809000 2015-06-01 170.748859179680000 2015-07-01 172.940235959381000 2015-08-01 174.153889615094980 2015-09-01 174.481056939095000 2015-10-01 175.850797451963980 2015-11-01 175.671213856147000 2015-12-01 176.399501368537000 2016-01-01 176.800095241703000 2016-02-01 176.998834650113000 2016-03-01 177.083148974827000 2016-04-01 177.372632216377980 2016-05-01 177.320844444810970 2016-06-01 177.695302566274000 2016-07-01 177.427149738074000 2016-08-01 177.901988745236030 2016-09-01 178.542513407475000 2016-10-01 179.454942811801000 2016-11-01 180.108201684989000 2016-12-01 180.132185274580000 2017-01-01 179.342662073559980 2017-02-01 180.155278693163980 2017-03-01 180.789485066848980 2017-04-01 180.503745841227980 2017-05-01 180.701848533451000 2017-06-01 180.772387675643020 2017-07-01 180.827884213779000 2017-08-01 180.180645335956000 2017-09-01 180.844942995772020 2017-10-01 180.451455943249020 2017-11-01 180.559312152165970 2017-12-01 180.461249810302000 2018-01-01 180.601052158474000 2018-02-01 180.405354819053000 2018-03-01 180.496928147925980 2018-04-01 181.214639681788000 2018-05-01 181.223065260596000 2018-06-01 181.174471044991000 2018-07-01 181.928543928148000 2018-08-01 181.969658873160030 2018-09-01 181.445519851984000 2018-10-01 181.428251215462000 2018-11-01 181.277032275042000 2018-12-01 181.433215498095020 2019-01-01 180.797859403828000 2019-02-01 181.019605037601020 2019-03-01 181.236891862742000 2019-04-01 181.007905859767000 2019-05-01 181.017805721084000 2019-06-01 181.269605057702000 2019-07-01 180.783803377627980 2019-08-01 180.313321849422980 2019-09-01 180.991002851808020 2019-10-01 181.142143203238000 2019-11-01 181.242824627266000 2019-12-01 181.090415930997000 2020-01-01 180.736307954317030 2020-02-01 181.036406891368000 2020-03-01 171.758871459016000 2020-04-01 61.067552709870704 2020-05-01 72.841993294259000 2020-06-01 101.471261226148000 2020-07-01 99.603354896914810 2020-08-01 100.910993447263000 2020-09-01 106.952546515049990 2020-10-01 112.310496021143000 2020-11-01 113.057956213353990 2020-12-01 85.417569759550900 2021-01-01 77.150184031645800 2021-02-01 106.315750591223000 2021-03-01 114.673184495912000 2021-04-01 126.244796339144000 2021-05-01 132.293065631671000 2021-06-01 139.194809452526000 2021-07-01 147.072809728869000 2021-08-01 148.691086091112000 2021-09-01 150.230555523444000 2021-10-01 154.128078627264980 2021-11-01 155.298640527275000 2021-12-01 156.707064192230000 2022-01-01 155.347790232364990 2022-02-01 157.862680779656000 2022-03-01 158.946645745624000 2022-04-01 160.770049563442000 2022-05-01 161.676431481118000 2022-06-01 162.853486548179000 2022-07-01 164.220109231047000 2022-08-01 163.664530311504000 2022-09-01 163.658031337075980 2022-10-01 164.313734955662000 2022-11-01 165.058794177004000 2022-12-01 164.703924683390000 2023-01-01 165.941614544192020 2023-02-01 166.747165600217980 2023-03-01 166.740125670582020 2023-04-01 166.266304362124000 2023-05-01 166.771797554851000 2023-06-01 166.837731220576000 2023-07-01 167.438317557857000 2023-08-01 167.518547369423000 2023-09-01 166.799843451013000 2023-10-01 167.893669173906000 2023-11-01 167.614412110640000 2023-12-01 167.391849790215000 2024-01-01 167.459993887833000 2024-02-01 168.016089839182000 2024-03-01 168.614372071857000