Title: All Employees: Leisure and Hospitality: Arts, Entertainment, and Recreation in Los Angeles-Long Beach-Anaheim, CA (MSA) Series ID: SMU06310807071000001SA 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 2024-02-01 Last Updated: 2024-03-23 6:52 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/SMU06310807071000001). 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 82.974002489973200 1990-02-01 81.252555841205210 1990-03-01 81.125722265619590 1990-04-01 80.054330134008990 1990-05-01 80.164175948528910 1990-06-01 80.399705485300000 1990-07-01 81.115984515005300 1990-08-01 81.028497934846910 1990-09-01 81.549758523323400 1990-10-01 81.441492598838700 1990-11-01 81.261603828120400 1990-12-01 83.087236216034800 1991-01-01 82.015084828989590 1991-02-01 81.131838670427000 1991-03-01 81.875648126801410 1991-04-01 81.737515649219700 1991-05-01 81.003255902681200 1991-06-01 80.928786264320410 1991-07-01 80.262372976923700 1991-08-01 80.842665305873910 1991-09-01 80.537029397351290 1991-10-01 81.337901831056400 1991-11-01 81.422514547802000 1991-12-01 79.963674724362010 1992-01-01 80.013506899311600 1992-02-01 79.886126347066100 1992-03-01 79.510478931654400 1992-04-01 78.217851082901400 1992-05-01 77.517181533587700 1992-06-01 76.847135084302210 1992-07-01 77.075010578097490 1992-08-01 76.906161569188700 1992-09-01 76.957993784089910 1992-10-01 74.697371135742290 1992-11-01 75.029595128671800 1992-12-01 74.815094769152000 1993-01-01 75.441228069016290 1993-02-01 76.251437504798400 1993-03-01 75.618968723024300 1993-04-01 77.370822335764000 1993-05-01 77.610895211841100 1993-06-01 79.352852618791900 1993-07-01 78.164151318140300 1993-08-01 77.610026683073200 1993-09-01 78.035234651542990 1993-10-01 79.325758371836700 1993-11-01 78.920466906688500 1993-12-01 80.056377490000590 1994-01-01 76.753322102396800 1994-02-01 78.179408399853410 1994-03-01 77.437389454270000 1994-04-01 77.496815840867500 1994-05-01 77.256488524690000 1994-06-01 77.673245757310800 1994-07-01 79.130443425225700 1994-08-01 78.684728426171200 1994-09-01 79.264923402465600 1994-10-01 78.291728782681200 1994-11-01 77.966512773847910 1994-12-01 78.229893512650290 1995-01-01 78.170059921652000 1995-02-01 78.868664690056100 1995-03-01 78.717448115680910 1995-04-01 77.106943436331000 1995-05-01 77.921230809425710 1995-06-01 77.818297771655990 1995-07-01 77.020963444868000 1995-08-01 78.865320007758300 1995-09-01 78.535469863487700 1995-10-01 78.112784275475200 1995-11-01 78.404016148320600 1995-12-01 79.495833435804800 1996-01-01 79.359546132404920 1996-02-01 78.867872988269600 1996-03-01 78.492624100912410 1996-04-01 79.326478514207200 1996-05-01 79.686377865052400 1996-06-01 80.404950829124910 1996-07-01 79.888711731346090 1996-08-01 79.173925086708300 1996-09-01 79.092675277563420 1996-10-01 80.745081716132090 1996-11-01 80.456601803876000 1996-12-01 80.513880709114800 1997-01-01 83.432635711958300 1997-02-01 81.719922121190010 1997-03-01 82.528919590551000 1997-04-01 83.637867298777300 1997-05-01 83.451493439108400 1997-06-01 84.941840279045410 1997-07-01 81.555946492718900 1997-08-01 81.710195666584000 1997-09-01 81.081007511640100 1997-10-01 80.927493810770090 1997-11-01 83.038810297583100 1997-12-01 83.297977104972290 1998-01-01 80.490752002817100 1998-02-01 81.033569149167900 1998-03-01 80.935102954316590 1998-04-01 83.224805809173090 1998-05-01 83.167031440849000 1998-06-01 84.667541892797200 1998-07-01 85.427120478512210 1998-08-01 85.101612218524410 1998-09-01 85.711743984858000 1998-10-01 85.786418592840400 1998-11-01 86.385867128354800 1998-12-01 86.656816550144400 1999-01-01 86.956223721237410 1999-02-01 87.485292371206000 1999-03-01 88.212681999238500 1999-04-01 86.814972660693700 1999-05-01 87.948692488534200 1999-06-01 86.590796934886400 1999-07-01 87.028529487544800 1999-08-01 86.827572538003900 1999-09-01 88.393124768408700 1999-10-01 86.063114088686080 1999-11-01 88.197864441382690 1999-12-01 89.167497716165410 2000-01-01 89.272953110963500 2000-02-01 90.175291394207900 2000-03-01 91.168744187695800 2000-04-01 88.619980552290600 2000-05-01 90.054324341868400 2000-06-01 90.582945202574100 2000-07-01 90.401061923111100 2000-08-01 90.849940350027300 2000-09-01 91.857277147227800 2000-10-01 92.807423951335790 2000-11-01 92.126486025182090 2000-12-01 92.862034218032800 2001-01-01 98.186188001531900 2001-02-01 97.160092417703600 2001-03-01 97.286262403974300 2001-04-01 99.847223121203400 2001-05-01 96.709754937134400 2001-06-01 99.288622998194910 2001-07-01 98.979173087395600 2001-08-01 100.164254997831000 2001-09-01 99.603150121620790 2001-10-01 100.078109196320000 2001-11-01 100.567136287784010 2001-12-01 100.744889162894000 2002-01-01 100.339366075154980 2002-02-01 101.126001494510000 2002-03-01 102.995162987805000 2002-04-01 100.760444957988000 2002-05-01 98.669771853056300 2002-06-01 98.037497703438920 2002-07-01 102.204101265932010 2002-08-01 101.696368503180010 2002-09-01 103.513441388510000 2002-10-01 100.900172331968990 2002-11-01 98.690920191541710 2002-12-01 99.427074689354600 2003-01-01 99.737875270356000 2003-02-01 100.359494400368000 2003-03-01 99.456201928446400 2003-04-01 100.154931617142000 2003-05-01 100.619333490282000 2003-06-01 100.672291135930990 2003-07-01 101.652646912672990 2003-08-01 101.692194685098000 2003-09-01 101.519719230949010 2003-10-01 102.004069624449000 2003-11-01 101.599452284618000 2003-12-01 101.370114713115000 2004-01-01 102.902990147846000 2004-02-01 103.238269105898000 2004-03-01 103.585196206262000 2004-04-01 103.176938438829990 2004-05-01 103.082311776065010 2004-06-01 102.561079157878000 2004-07-01 102.408765737481000 2004-08-01 101.877690509578000 2004-09-01 101.453188003520000 2004-10-01 100.873397650226000 2004-11-01 100.792587358102000 2004-12-01 100.425353973596000 2005-01-01 99.867974704150300 2005-02-01 99.882805500615400 2005-03-01 99.888385489610810 2005-04-01 99.778854365207600 2005-05-01 99.652934303679900 2005-06-01 99.695306654124000 2005-07-01 99.858972462031590 2005-08-01 100.412117827099000 2005-09-01 100.492944204179000 2005-10-01 100.840502646453000 2005-11-01 101.788328338423000 2005-12-01 101.917158329382000 2006-01-01 102.145424788060000 2006-02-01 101.483495834925990 2006-03-01 101.932456133344000 2006-04-01 102.363054364842000 2006-05-01 102.500889978770000 2006-06-01 103.541558921870000 2006-07-01 102.624573292714000 2006-08-01 103.738798762272000 2006-09-01 103.639768127865010 2006-10-01 105.005148395376000 2006-11-01 104.047396944436000 2006-12-01 104.771703644037000 2007-01-01 105.297432643322000 2007-02-01 105.400040819831000 2007-03-01 104.988910136068000 2007-04-01 105.361161768514010 2007-05-01 105.462585036271000 2007-06-01 106.597023536583990 2007-07-01 106.087953363017010 2007-08-01 105.783711260758990 2007-09-01 104.723363735395000 2007-10-01 106.933310170711000 2007-11-01 106.832460742766000 2007-12-01 107.351952203602010 2008-01-01 107.229404182545000 2008-02-01 107.516280439599000 2008-03-01 108.189281696602990 2008-04-01 107.969862527851000 2008-05-01 108.164428282025000 2008-06-01 108.191445145595000 2008-07-01 108.457283343504000 2008-08-01 107.247989922115000 2008-09-01 107.142583199503990 2008-10-01 106.414305145986000 2008-11-01 106.435226969454000 2008-12-01 106.243690571546990 2009-01-01 105.311667174309010 2009-02-01 104.482951113180010 2009-03-01 104.377987130593000 2009-04-01 103.656400534055990 2009-05-01 103.397197373871990 2009-06-01 102.504064175720000 2009-07-01 101.809295563317000 2009-08-01 102.039272462427010 2009-09-01 102.274278031637990 2009-10-01 101.717697234576000 2009-11-01 101.621420889319990 2009-12-01 101.583589202674000 2010-01-01 101.073740018339990 2010-02-01 100.541379939020000 2010-03-01 100.335897749653000 2010-04-01 101.024263926380000 2010-05-01 100.573288531266000 2010-06-01 101.301871545557000 2010-07-01 101.430943740742000 2010-08-01 101.737774206047990 2010-09-01 101.243762291087000 2010-10-01 101.693055194249000 2010-11-01 101.670143390205000 2010-12-01 102.080561113530010 2011-01-01 102.438453138446010 2011-02-01 102.779354024076000 2011-03-01 102.805032882588010 2011-04-01 102.349465477267000 2011-05-01 101.248014592367000 2011-06-01 101.834808491221010 2011-07-01 104.370327617264990 2011-08-01 104.691947466595000 2011-09-01 104.621317642894000 2011-10-01 102.717732488864000 2011-11-01 104.122850376299000 2011-12-01 103.848216352885000 2012-01-01 105.310046918222010 2012-02-01 105.569462375522010 2012-03-01 106.264151313977000 2012-04-01 107.127683684593000 2012-05-01 108.641907981552000 2012-06-01 108.165315556616990 2012-07-01 109.027776743629000 2012-08-01 109.548298897192990 2012-09-01 109.564657238546000 2012-10-01 108.480784947584000 2012-11-01 109.964087458099000 2012-12-01 109.939940903162990 2013-01-01 110.438192365119000 2013-02-01 111.825867202598000 2013-03-01 112.019000030201000 2013-04-01 112.256093553528000 2013-05-01 112.873832408188990 2013-06-01 113.810475594979990 2013-07-01 113.958906439531000 2013-08-01 113.720777215088000 2013-09-01 115.204803317760000 2013-10-01 116.002899762334010 2013-11-01 116.690988216051010 2013-12-01 117.159755130796000 2014-01-01 117.401809952836000 2014-02-01 117.513755504990000 2014-03-01 117.830045599967990 2014-04-01 117.943390509048000 2014-05-01 118.955044483462000 2014-06-01 119.554038189366000 2014-07-01 118.897768927185000 2014-08-01 119.799710158535000 2014-09-01 121.009863907140000 2014-10-01 121.483946446072010 2014-11-01 122.129862385526010 2014-12-01 123.115671579466000 2015-01-01 123.457401367460010 2015-02-01 124.047257870179990 2015-03-01 124.490153560190000 2015-04-01 125.832072995918010 2015-05-01 125.915246828560020 2015-06-01 126.106113387029000 2015-07-01 126.980411387997000 2015-08-01 127.528669360407010 2015-09-01 128.382010969630000 2015-10-01 128.969840665643000 2015-11-01 129.945490643907000 2015-12-01 130.836801082712010 2016-01-01 132.206763302889980 2016-02-01 131.975280660215000 2016-03-01 131.702780245323000 2016-04-01 134.121348421343010 2016-05-01 133.803149700774010 2016-06-01 132.432129396372000 2016-07-01 135.613365972221000 2016-08-01 136.979671279088000 2016-09-01 137.263112256215000 2016-10-01 138.300299276954000 2016-11-01 138.230273121079000 2016-12-01 138.333997997728000 2017-01-01 134.200085540292000 2017-02-01 133.201787406294980 2017-03-01 136.191774079799020 2017-04-01 137.449244868157000 2017-05-01 138.710438392059000 2017-06-01 139.325156913974980 2017-07-01 137.939667417636000 2017-08-01 141.304044869520000 2017-09-01 140.508423079664000 2017-10-01 141.221859669165000 2017-11-01 141.119652879058000 2017-12-01 141.309175243271000 2018-01-01 143.153183330443000 2018-02-01 143.654447276941000 2018-03-01 144.093935248477000 2018-04-01 143.281126202139000 2018-05-01 143.232294518720000 2018-06-01 143.402210613225000 2018-07-01 144.860738096714000 2018-08-01 145.488154360967000 2018-09-01 145.859144495009000 2018-10-01 146.810516651810000 2018-11-01 147.943936672576000 2018-12-01 150.354319880622000 2019-01-01 149.117889619158000 2019-02-01 149.595117873649000 2019-03-01 150.413812994644000 2019-04-01 151.328363553851000 2019-05-01 152.446057116297000 2019-06-01 153.202540432013000 2019-07-01 153.631854826552000 2019-08-01 153.118831146761000 2019-09-01 153.757833342226000 2019-10-01 155.138689241790020 2019-11-01 155.239550098408000 2019-12-01 156.369833963439020 2020-01-01 156.790531496362000 2020-02-01 157.373309679244980 2020-03-01 151.191922221891990 2020-04-01 93.859030586287290 2020-05-01 62.478103398814795 2020-06-01 67.632797991704400 2020-07-01 67.148811131089500 2020-08-01 62.261953319059295 2020-09-01 68.602603357354900 2020-10-01 76.619231887776690 2020-11-01 88.691271757611200 2020-12-01 84.228189765729510 2021-01-01 73.106783831163500 2021-02-01 75.576513503103200 2021-03-01 81.295356038414910 2021-04-01 96.171734913701910 2021-05-01 102.973024672043000 2021-06-01 106.572226922215010 2021-07-01 116.307028599321000 2021-08-01 121.119070141788000 2021-09-01 125.267022461758000 2021-10-01 131.841336983292000 2021-11-01 132.546634297329000 2021-12-01 137.539386330972000 2022-01-01 132.847005768553000 2022-02-01 136.024343964948000 2022-03-01 137.304063745898000 2022-04-01 140.502425561504000 2022-05-01 140.430415646783020 2022-06-01 141.034042909123000 2022-07-01 142.822162504052000 2022-08-01 145.582044593632000 2022-09-01 146.420576537320980 2022-10-01 147.112983506798000 2022-11-01 149.420676308826020 2022-12-01 151.636970266466000 2023-01-01 150.733506814009000 2023-02-01 151.617371629817000 2023-03-01 152.194579958800000 2023-04-01 152.039221098470000 2023-05-01 152.890307668365000 2023-06-01 152.179156968862000 2023-07-01 151.699238786690020 2023-08-01 151.878592191645000 2023-09-01 152.646334115651000 2023-10-01 152.296197014529980 2023-11-01 152.791045948212000 2023-12-01 152.157750127495000 2024-01-01 152.670942436147980 2024-02-01 151.969085540034000