Title: All Employees: Leisure and Hospitality: Arts, Entertainment, and Recreation in Washington-Arlington-Alexandria, DC-VA-MD-WV (MD) Series ID: SMU11478947071000001SA 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 2023-10-01 Last Updated: 2023-11-18 4:42 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/SMU11478947071000001). 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 16.713951262254902 1990-02-01 16.829011592670200 1990-03-01 16.974619074628100 1990-04-01 15.918699663785200 1990-05-01 15.515444723439900 1990-06-01 16.206546868635800 1990-07-01 16.329274763886500 1990-08-01 16.314723725443900 1990-09-01 16.307196014141800 1990-10-01 16.451323864119598 1990-11-01 16.446450267567002 1990-12-01 16.383513353474400 1991-01-01 15.917420600911901 1991-02-01 15.887864214951500 1991-03-01 15.874578270219601 1991-04-01 15.775251070770200 1991-05-01 15.115518119635599 1991-06-01 15.829731762999000 1991-07-01 15.601530718644801 1991-08-01 15.567885051537099 1991-09-01 15.561055259569600 1991-10-01 15.311811179099200 1991-11-01 15.691933586372599 1991-12-01 15.867041670999699 1992-01-01 16.032891753635500 1992-02-01 16.099323572093898 1992-03-01 16.100964177779500 1992-04-01 16.220589735683600 1992-05-01 16.768302277239600 1992-06-01 15.843898223022500 1992-07-01 15.910880824974400 1992-08-01 15.953403048454100 1992-09-01 16.117406272534097 1992-10-01 16.249083962820198 1992-11-01 16.208172681523300 1992-12-01 16.094932571072302 1993-01-01 16.896269433723700 1993-02-01 17.247734243099900 1993-03-01 16.713918502986000 1993-04-01 16.703294025075902 1993-05-01 16.491277815829000 1993-06-01 16.589205684979998 1993-07-01 16.865090919695300 1993-08-01 16.574017930264400 1993-09-01 17.184796222460403 1993-10-01 17.342652060755500 1993-11-01 17.465592089851100 1993-12-01 17.304934581401400 1994-01-01 17.216656879189400 1994-02-01 17.200780438960400 1994-03-01 17.249622231129802 1994-04-01 17.502716812254402 1994-05-01 17.779261201986700 1994-06-01 17.768683164569400 1994-07-01 17.902087943797103 1994-08-01 17.867514850718802 1994-09-01 17.661354391463302 1994-10-01 17.790017903139898 1994-11-01 17.653453963312604 1994-12-01 17.878458549285000 1995-01-01 18.061131355860000 1995-02-01 18.108697995684500 1995-03-01 18.290200159985100 1995-04-01 18.011353675088000 1995-05-01 18.194411631129103 1995-06-01 18.171941153872100 1995-07-01 17.866356767403500 1995-08-01 17.875362492920400 1995-09-01 17.779612813351100 1995-10-01 17.748787656591800 1995-11-01 17.858942459410397 1995-12-01 17.390225140216000 1996-01-01 18.250874853179500 1996-02-01 18.925985434168002 1996-03-01 18.693131944840100 1996-04-01 18.807223976293800 1996-05-01 18.451032565748400 1996-06-01 18.623246865111000 1996-07-01 18.430191461166398 1996-08-01 18.275549610860200 1996-09-01 18.680207655170300 1996-10-01 18.079994940269300 1996-11-01 18.071968174846802 1996-12-01 17.549227672848400 1997-01-01 18.254140298795100 1997-02-01 18.359621838475100 1997-03-01 18.168773923628102 1997-04-01 18.459188505963500 1997-05-01 18.731138365149600 1997-06-01 18.498670196164202 1997-07-01 18.940480490104000 1997-08-01 18.553423564214600 1997-09-01 19.443984319158698 1997-10-01 19.557695228174502 1997-11-01 19.379578631754800 1997-12-01 19.499972516311400 1998-01-01 19.392830963078600 1998-02-01 19.507477104449700 1998-03-01 19.596702993738802 1998-04-01 19.428245533723800 1998-05-01 19.567985113476897 1998-06-01 19.570195190191900 1998-07-01 19.393278815940400 1998-08-01 19.626595065489500 1998-09-01 19.605363297713500 1998-10-01 19.321934006720300 1998-11-01 20.392801251870700 1998-12-01 19.983740220392900 1999-01-01 19.825175267012103 1999-02-01 20.062587426337500 1999-03-01 19.906331257996897 1999-04-01 20.310649888170800 1999-05-01 20.402183142097897 1999-06-01 20.563834116728300 1999-07-01 20.763228748191200 1999-08-01 20.841393397055400 1999-09-01 20.589318020399100 1999-10-01 21.083482431096500 1999-11-01 21.481366028989502 1999-12-01 21.437979357442800 2000-01-01 21.915304683288397 2000-02-01 21.782095026169895 2000-03-01 22.540121508031397 2000-04-01 22.424061313154300 2000-05-01 22.405942168375603 2000-06-01 22.625166726636600 2000-07-01 22.793118158844198 2000-08-01 22.936890155001503 2000-09-01 23.050750069101500 2000-10-01 23.579771311304604 2000-11-01 22.647281728043104 2000-12-01 23.556691477835997 2001-01-01 22.770206824315000 2001-02-01 23.230401725199600 2001-03-01 23.161685832169400 2001-04-01 22.875514217008400 2001-05-01 23.133592688936602 2001-06-01 23.829842118141197 2001-07-01 23.465158629386700 2001-08-01 24.226036318061000 2001-09-01 22.346588854312703 2001-10-01 23.099737884946602 2001-11-01 23.471785967951700 2001-12-01 23.623135264492998 2002-01-01 24.347177560266700 2002-02-01 24.967840645703802 2002-03-01 24.984452193308200 2002-04-01 25.454674931048398 2002-05-01 25.633916001198603 2002-06-01 25.588492078088500 2002-07-01 25.542243089947700 2002-08-01 25.429114400171198 2002-09-01 25.826116767829800 2002-10-01 25.440282373216600 2002-11-01 25.835332351346196 2002-12-01 25.514260406976298 2003-01-01 25.823853734424200 2003-02-01 25.579542456962500 2003-03-01 25.843563455836502 2003-04-01 26.062381006873498 2003-05-01 26.707944815674200 2003-06-01 25.836636432078500 2003-07-01 26.144991848168400 2003-08-01 26.111791454627298 2003-09-01 25.723274846751600 2003-10-01 25.893398629900602 2003-11-01 25.399295974310200 2003-12-01 25.709718404500700 2004-01-01 25.708221836566402 2004-02-01 25.826898380634603 2004-03-01 25.936121303367200 2004-04-01 25.924819891094604 2004-05-01 26.237281528197700 2004-06-01 26.261884039138998 2004-07-01 26.121354915602000 2004-08-01 26.682741953760500 2004-09-01 26.857859316346600 2004-10-01 26.953099184552100 2004-11-01 27.386296386878400 2004-12-01 27.248424366150400 2005-01-01 26.384400277691398 2005-02-01 26.503767593440298 2005-03-01 26.473236564689200 2005-04-01 26.764975212769500 2005-05-01 26.701212296871300 2005-06-01 27.109016937044895 2005-07-01 27.064960103154203 2005-08-01 27.009230987068896 2005-09-01 27.132235325294104 2005-10-01 27.289620076558105 2005-11-01 27.226803434718400 2005-12-01 27.299953221002102 2006-01-01 27.219597456170900 2006-02-01 27.426253471804600 2006-03-01 27.390715893486500 2006-04-01 27.535962585522800 2006-05-01 27.316865013731398 2006-06-01 27.852473607755300 2006-07-01 26.983043934950700 2006-08-01 27.341006543675700 2006-09-01 27.276647135819697 2006-10-01 27.358070366246300 2006-11-01 27.425365650161500 2006-12-01 27.601880715624300 2007-01-01 28.797069605588604 2007-02-01 27.841167122808102 2007-03-01 28.528194132451603 2007-04-01 27.751673279130300 2007-05-01 27.981038989921604 2007-06-01 27.866034842856300 2007-07-01 28.100557675517503 2007-08-01 28.093443663435195 2007-09-01 28.532834755009798 2007-10-01 28.825988188456300 2007-11-01 27.815377552269300 2007-12-01 29.062647781508500 2008-01-01 29.412126366911398 2008-02-01 29.634163981917000 2008-03-01 30.003454411602500 2008-04-01 29.830689275040196 2008-05-01 31.645103938125200 2008-06-01 29.680676343027802 2008-07-01 29.776860225506898 2008-08-01 29.658544014788898 2008-09-01 29.661651987599000 2008-10-01 29.307362414411102 2008-11-01 29.589194864102000 2008-12-01 29.673900851647200 2009-01-01 29.553642931590400 2009-02-01 29.729875768628002 2009-03-01 29.219387049901800 2009-04-01 29.253423158531103 2009-05-01 29.839804792552800 2009-06-01 29.183817774362996 2009-07-01 29.571356015176896 2009-08-01 29.464895667947600 2009-09-01 29.091086508497100 2009-10-01 29.304719580245600 2009-11-01 29.396063138655500 2009-12-01 29.030047484796300 2010-01-01 29.157480231383500 2010-02-01 28.830272676060200 2010-03-01 29.285586768748804 2010-04-01 29.785936561648500 2010-05-01 29.154926546774398 2010-06-01 29.463197626946602 2010-07-01 28.734363781789398 2010-08-01 28.808738244237105 2010-09-01 29.006728703341200 2010-10-01 28.809016639616104 2010-11-01 27.831317267111203 2010-12-01 28.644673401720400 2011-01-01 28.412746923830000 2011-02-01 28.263527797148800 2011-03-01 28.016957754376800 2011-04-01 28.250739928031700 2011-05-01 27.877163594048100 2011-06-01 28.044718894967698 2011-07-01 28.106500679526600 2011-08-01 28.460609820979702 2011-09-01 28.437220489558700 2011-10-01 27.716598947526304 2011-11-01 28.782043575703900 2011-12-01 28.684448183713602 2012-01-01 28.802104949401700 2012-02-01 29.055092003978896 2012-03-01 29.383793276281500 2012-04-01 29.569267785369895 2012-05-01 29.797107663520602 2012-06-01 29.762716963889602 2012-07-01 29.561574528806897 2012-08-01 29.465114670913600 2012-09-01 29.418218811773200 2012-10-01 29.660944101973600 2012-11-01 29.433351536144600 2012-12-01 29.853591959049000 2013-01-01 30.320438306556300 2013-02-01 30.670002491555700 2013-03-01 30.332470541225100 2013-04-01 29.848978282399898 2013-05-01 29.610873844703600 2013-06-01 29.817179472629600 2013-07-01 30.145504390706897 2013-08-01 29.932203812700802 2013-09-01 30.394390235234102 2013-10-01 29.088513418982895 2013-11-01 30.014773219795800 2013-12-01 30.071588178456697 2014-01-01 29.917899579740200 2014-02-01 30.423706385103300 2014-03-01 30.558016119993600 2014-04-01 30.874737386116900 2014-05-01 31.377201715696202 2014-06-01 31.355753493373500 2014-07-01 31.078720936575102 2014-08-01 31.507805335790895 2014-09-01 31.303513047384897 2014-10-01 31.623877118353800 2014-11-01 32.081066250002610 2014-12-01 31.917185907790000 2015-01-01 32.358068906228800 2015-02-01 32.319143517764600 2015-03-01 32.313378198097600 2015-04-01 32.555055922442100 2015-05-01 32.923333862789700 2015-06-01 32.866237095726400 2015-07-01 33.420774108522600 2015-08-01 34.039625978214005 2015-09-01 33.634721783408500 2015-10-01 34.006240137132700 2015-11-01 33.471159645377696 2015-12-01 34.092709785816005 2016-01-01 34.191745080197300 2016-02-01 34.298919935812400 2016-03-01 34.359321047742500 2016-04-01 34.439260788122800 2016-05-01 34.091953952935900 2016-06-01 34.149421719925800 2016-07-01 34.744726755040304 2016-08-01 34.734857681494400 2016-09-01 35.670992012169705 2016-10-01 34.816560301222900 2016-11-01 34.843951779140200 2016-12-01 34.792077253970696 2017-01-01 33.860392410473500 2017-02-01 34.584062333676400 2017-03-01 34.683964684379400 2017-04-01 35.206146321459500 2017-05-01 35.672615121874706 2017-06-01 35.361346943625500 2017-07-01 34.851075045988900 2017-08-01 34.899946422977500 2017-09-01 35.255087778490500 2017-10-01 35.137491428590195 2017-11-01 35.367215045841500 2017-12-01 35.506301180063710 2018-01-01 35.026155843177300 2018-02-01 35.267327366393700 2018-03-01 35.572393531179100 2018-04-01 35.322245865451706 2018-05-01 35.672142800445100 2018-06-01 36.043423343095704 2018-07-01 37.432239294490300 2018-08-01 36.181509655387500 2018-09-01 36.461598723206800 2018-10-01 35.970592445101400 2018-11-01 36.301277184678300 2018-12-01 36.431705171200210 2019-01-01 36.600391074869600 2019-02-01 37.102978434663210 2019-03-01 37.942421699277600 2019-04-01 37.372425776377895 2019-05-01 37.608398478125900 2019-06-01 37.991393736502900 2019-07-01 39.045110087793600 2019-08-01 37.789194984736700 2019-09-01 37.591571253380790 2019-10-01 37.939358939405295 2019-11-01 37.603916581922704 2019-12-01 38.119564650097500 2020-01-01 38.630743905984900 2020-02-01 38.476572822279900 2020-03-01 37.728862213803900 2020-04-01 17.835425476972700 2020-05-01 13.778440280552600 2020-06-01 12.652263390156401 2020-07-01 20.472862007400700 2020-08-01 21.470072813308100 2020-09-01 25.351264042382102 2020-10-01 26.175056954019297 2020-11-01 26.645310433936300 2020-12-01 26.391152592946500 2021-01-01 26.752134336209500 2021-02-01 26.606424173917304 2021-03-01 26.816139424469300 2021-04-01 27.234134246948000 2021-05-01 27.108706451411400 2021-06-01 27.584925369608600 2021-07-01 31.091882711440700 2021-08-01 29.903204031735502 2021-09-01 31.671521994524700 2021-10-01 31.415630243652500 2021-11-01 31.549284561540000 2021-12-01 32.223168557912900 2022-01-01 31.303715700177197 2022-02-01 32.359396054901000 2022-03-01 32.629254380203300 2022-04-01 33.399641038257500 2022-05-01 33.448574969477704 2022-06-01 34.159104207394900 2022-07-01 36.528972190409704 2022-08-01 34.525013910222100 2022-09-01 34.287495208202300 2022-10-01 32.465161638463200 2022-11-01 32.952607285603100 2022-12-01 32.438954689617894 2023-01-01 33.574086269869106 2023-02-01 33.621411612902605 2023-03-01 33.947742340031900 2023-04-01 33.237755460426700 2023-05-01 31.043501038125600 2023-06-01 30.735269013034600 2023-07-01 30.442084110540500 2023-08-01 30.979761719666100 2023-09-01 31.557623512938500 2023-10-01 31.985055646161500