Title: All Employees: Leisure and Hospitality: Accommodation in Chicago-Naperville-Arlington Heights, IL (MD) Series ID: SMU17169747072100001SA 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 6:51 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/SMU17169747072100001). 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 29.102266287333396 1990-02-01 29.214105548594100 1990-03-01 29.035306789829500 1990-04-01 29.096688991661500 1990-05-01 28.908215503377200 1990-06-01 29.486417916739400 1990-07-01 29.922625756921500 1990-08-01 30.017637457022500 1990-09-01 30.151300144286400 1990-10-01 32.040119124388596 1990-11-01 32.053151968123100 1990-12-01 32.398954332196000 1991-01-01 31.085460482530800 1991-02-01 30.895434609990396 1991-03-01 30.696495904713500 1991-04-01 28.302839020075100 1991-05-01 28.234623038438396 1991-06-01 27.871050526819800 1991-07-01 27.751730175482200 1991-08-01 27.752057266075500 1991-09-01 27.968088073486200 1991-10-01 29.939273911779104 1991-11-01 29.547237210530600 1991-12-01 29.092282688590200 1992-01-01 28.955492496566400 1992-02-01 29.468920093452397 1992-03-01 29.731495887971803 1992-04-01 30.112336717494102 1992-05-01 30.762023437730400 1992-06-01 30.572165571621600 1992-07-01 30.995514843569900 1992-08-01 31.186810436397200 1992-09-01 30.906192909358698 1992-10-01 30.748331339576100 1992-11-01 30.725472146028200 1992-12-01 30.785754224132106 1993-01-01 31.034377230416002 1993-02-01 30.432638269566198 1993-03-01 30.443544548704500 1993-04-01 30.309539681212396 1993-05-01 30.098600181165104 1993-06-01 30.371119963686900 1993-07-01 30.040818731205100 1993-08-01 30.018316007549700 1993-09-01 30.155976055562800 1993-10-01 30.059081904382800 1993-11-01 30.018591451359000 1993-12-01 30.378060929218503 1994-01-01 30.915558503835200 1994-02-01 30.711905040290400 1994-03-01 30.562276023008000 1994-04-01 30.175308438431202 1994-05-01 30.041573429722600 1994-06-01 30.059303392296700 1994-07-01 29.863086541005500 1994-08-01 29.730770186457500 1994-09-01 29.609126256074500 1994-10-01 30.470482994291302 1994-11-01 30.631260222545098 1994-12-01 31.080590069308300 1995-01-01 30.133287765894103 1995-02-01 30.115966461945600 1995-03-01 30.000846824881897 1995-04-01 29.917783159617000 1995-05-01 30.058120885156498 1995-06-01 30.037226894503700 1995-07-01 30.445940178410897 1995-08-01 30.530196716202997 1995-09-01 30.258024591544200 1995-10-01 30.467636072466398 1995-11-01 30.658525457983800 1995-12-01 31.293468621622600 1996-01-01 30.682709934586303 1996-02-01 30.568993624800800 1996-03-01 30.686189533009500 1996-04-01 30.643541359493298 1996-05-01 30.420867836864400 1996-06-01 30.521378909023800 1996-07-01 30.079177851036200 1996-08-01 30.203519486173000 1996-09-01 30.513811539609605 1996-10-01 30.367299788611103 1996-11-01 30.471466650894800 1996-12-01 30.818048090439900 1997-01-01 31.760298041020004 1997-02-01 31.757104504537303 1997-03-01 31.797818656184003 1997-04-01 30.577154579028303 1997-05-01 30.550663848440800 1997-06-01 30.798668388068900 1997-07-01 31.604828256711198 1997-08-01 31.472916504382300 1997-09-01 31.555479486047396 1997-10-01 30.660178677538500 1997-11-01 30.875776970718200 1997-12-01 31.240700421873697 1998-01-01 30.333078494816103 1998-02-01 30.431025604654200 1998-03-01 31.038394085204000 1998-04-01 32.044843040984600 1998-05-01 31.995056118625100 1998-06-01 32.256136318445805 1998-07-01 33.148104674878500 1998-08-01 33.053641440589400 1998-09-01 33.380914282601600 1998-10-01 31.041419530382700 1998-11-01 31.272185783188000 1998-12-01 31.244333828452600 1999-01-01 31.978215319435503 1999-02-01 32.468790634850400 1999-03-01 33.186760434744500 1999-04-01 33.855071870459200 1999-05-01 34.468724920470200 1999-06-01 35.512873355417500 1999-07-01 35.038401758245600 1999-08-01 34.975009345771300 1999-09-01 34.978117151053500 1999-10-01 35.303427582806500 1999-11-01 35.645539420413800 1999-12-01 35.724668861284500 2000-01-01 35.685879042764796 2000-02-01 35.759363723484200 2000-03-01 35.945892031161200 2000-04-01 35.992426308775700 2000-05-01 35.985516170864900 2000-06-01 36.080350605369500 2000-07-01 36.459060632478796 2000-08-01 36.721736359255100 2000-09-01 36.766879938567600 2000-10-01 37.561407719424790 2000-11-01 37.309338378120900 2000-12-01 37.182502502753700 2001-01-01 37.156518906535794 2001-02-01 37.123365505444400 2001-03-01 36.779903004171500 2001-04-01 36.337409358635604 2001-05-01 36.350292302624396 2001-06-01 36.274101239404500 2001-07-01 35.608832342288295 2001-08-01 35.876813742652700 2001-09-01 35.328555827728000 2001-10-01 34.614309032813500 2001-11-01 33.977850735737900 2001-12-01 33.747378247860800 2002-01-01 34.014636840772800 2002-02-01 33.560277040971800 2002-03-01 33.400559414849600 2002-04-01 33.579694707293804 2002-05-01 33.732711672188300 2002-06-01 33.786501930534000 2002-07-01 33.859945366022800 2002-08-01 33.915156219716700 2002-09-01 34.075266553093700 2002-10-01 34.172842101202505 2002-11-01 34.372075820116000 2002-12-01 34.526317451462000 2003-01-01 34.469633181763400 2003-02-01 34.224701116153604 2003-03-01 33.988571807325500 2003-04-01 33.999815192774200 2003-05-01 33.709823261590900 2003-06-01 33.737253417185700 2003-07-01 32.981580292931300 2003-08-01 33.132825315621200 2003-09-01 33.221715087774300 2003-10-01 33.342324069610400 2003-11-01 33.365768795462610 2003-12-01 33.517154522727000 2004-01-01 33.442730598847106 2004-02-01 33.522080766465000 2004-03-01 33.560853440967000 2004-04-01 33.308841419882300 2004-05-01 33.268764813857004 2004-06-01 33.183882245515400 2004-07-01 33.285406663236900 2004-08-01 33.342762268962300 2004-09-01 33.277201705647300 2004-10-01 33.225090189799700 2004-11-01 33.050954791851000 2004-12-01 32.609039296616004 2005-01-01 33.727531739719000 2005-02-01 33.954386586613600 2005-03-01 33.723968363011000 2005-04-01 33.810341147222300 2005-05-01 33.910423160575400 2005-06-01 33.839596491491800 2005-07-01 34.382417050772600 2005-08-01 34.145630762302300 2005-09-01 34.047958092561600 2005-10-01 33.800588069823100 2005-11-01 34.104472986790600 2005-12-01 34.294578129952505 2006-01-01 34.633633773756800 2006-02-01 34.699099633189700 2006-03-01 35.020934420260000 2006-04-01 35.221771868791600 2006-05-01 35.015539310414100 2006-06-01 35.169024492609600 2006-07-01 35.496289135914004 2006-08-01 35.350343751638796 2006-09-01 35.417999191852005 2006-10-01 35.271695133973700 2006-11-01 35.256564928441500 2006-12-01 35.264039375241000 2007-01-01 35.349628271541100 2007-02-01 35.375991005561600 2007-03-01 35.446109833055700 2007-04-01 35.215808357237210 2007-05-01 35.297409540392610 2007-06-01 35.484358932403005 2007-07-01 35.403522604207100 2007-08-01 35.457055828794296 2007-09-01 35.499810716569210 2007-10-01 35.338306468061900 2007-11-01 35.506662089770000 2007-12-01 35.521032634381600 2008-01-01 35.687873037011705 2008-02-01 35.568665241231900 2008-03-01 35.489525937206700 2008-04-01 35.506718732082206 2008-05-01 35.461181654751210 2008-06-01 35.370087454313400 2008-07-01 35.200656057444604 2008-08-01 35.055226751119000 2008-09-01 34.976152377898300 2008-10-01 35.123282971282000 2008-11-01 34.882598575699700 2008-12-01 34.600119638958600 2009-01-01 34.025757006723700 2009-02-01 33.672856832278000 2009-03-01 33.025359625720604 2009-04-01 32.389696596709896 2009-05-01 32.312532183543000 2009-06-01 31.732636566904898 2009-07-01 31.377511009745998 2009-08-01 31.044698973654200 2009-09-01 30.849063601149503 2009-10-01 30.818287228790304 2009-11-01 30.694216718700700 2009-12-01 30.624896904731700 2010-01-01 30.267808399025398 2010-02-01 30.254584589875805 2010-03-01 30.361616831740303 2010-04-01 30.567637883240398 2010-05-01 30.548233411887900 2010-06-01 30.567439502339802 2010-07-01 30.632713517573600 2010-08-01 30.722556076687102 2010-09-01 30.513869997357002 2010-10-01 30.840272074301897 2010-11-01 31.158238101405395 2010-12-01 31.003060244774606 2011-01-01 30.891962044573997 2011-02-01 31.024922826829900 2011-03-01 31.274341111049400 2011-04-01 31.634358460412802 2011-05-01 31.377684996462400 2011-06-01 31.483030576596400 2011-07-01 31.767016123130500 2011-08-01 31.997432084780602 2011-09-01 32.078696823301600 2011-10-01 31.883585314330100 2011-11-01 32.061712807180600 2011-12-01 32.120457952267700 2012-01-01 32.397738739206100 2012-02-01 32.359520196001300 2012-03-01 32.588103259931394 2012-04-01 32.500246649926000 2012-05-01 32.599776389479500 2012-06-01 32.688607498571800 2012-07-01 32.602524306698100 2012-08-01 32.565099934810100 2012-09-01 32.750649785579800 2012-10-01 32.750279672614106 2012-11-01 32.772826134989200 2012-12-01 32.738526615499800 2013-01-01 32.776694533479000 2013-02-01 32.788600082406894 2013-03-01 32.603416921302500 2013-04-01 32.667699554609100 2013-05-01 32.522613905607300 2013-06-01 32.606989035833000 2013-07-01 32.452858948987500 2013-08-01 32.336819449334700 2013-09-01 32.455788809372805 2013-10-01 32.590612210669605 2013-11-01 32.545726426522700 2013-12-01 32.624764823906695 2014-01-01 32.466173069932196 2014-02-01 33.299689518590700 2014-03-01 32.933524891765500 2014-04-01 32.751258394738805 2014-05-01 32.862585770519500 2014-06-01 32.752040489838300 2014-07-01 32.925718229794400 2014-08-01 33.313154827445395 2014-09-01 33.069881955106600 2014-10-01 32.900911814316300 2014-11-01 32.968491917532894 2014-12-01 33.160852351824104 2015-01-01 33.781020571056400 2015-02-01 34.112671470752000 2015-03-01 34.049806663301800 2015-04-01 34.757813581109200 2015-05-01 35.040886917483505 2015-06-01 35.247716324148506 2015-07-01 35.306589735589704 2015-08-01 35.373398196443500 2015-09-01 34.888788950630804 2015-10-01 35.179861135573304 2015-11-01 35.240458111639500 2015-12-01 35.467080965869800 2016-01-01 35.534192056654604 2016-02-01 35.098697912178700 2016-03-01 34.864915836952600 2016-04-01 35.684919774254700 2016-05-01 35.764684768829700 2016-06-01 35.856803093181796 2016-07-01 35.905654429509700 2016-08-01 36.021106830228206 2016-09-01 35.988488808723300 2016-10-01 36.447909154990100 2016-11-01 36.603024902437300 2016-12-01 36.547414280022500 2017-01-01 36.500559527004900 2017-02-01 36.486497604922500 2017-03-01 36.668234582335200 2017-04-01 36.514793385959800 2017-05-01 36.709408870127000 2017-06-01 36.685233510921000 2017-07-01 36.614371502898500 2017-08-01 36.563007170877000 2017-09-01 36.968466222094200 2017-10-01 36.793877682077710 2017-11-01 36.876528009283206 2017-12-01 36.838894689743100 2018-01-01 36.889062617138000 2018-02-01 37.050871295311104 2018-03-01 37.182560353417100 2018-04-01 37.236126723794500 2018-05-01 37.342535893671700 2018-06-01 37.491829754187100 2018-07-01 38.031387536299600 2018-08-01 38.234538152344200 2018-09-01 37.818401337476104 2018-10-01 38.443564322860105 2018-11-01 38.690118397588800 2018-12-01 38.540239331201704 2019-01-01 38.359410392119400 2019-02-01 38.522014219979404 2019-03-01 38.611565755670900 2019-04-01 37.926043939885600 2019-05-01 37.645407888232796 2019-06-01 37.810168673061106 2019-07-01 37.433601054627900 2019-08-01 37.413243273384400 2019-09-01 37.164774692255996 2019-10-01 37.218175114926600 2019-11-01 37.217736468805300 2019-12-01 37.477871638011500 2020-01-01 37.495316818789100 2020-02-01 37.493134361658200 2020-03-01 36.145178028411300 2020-04-01 18.210150059160200 2020-05-01 15.027764981040699 2020-06-01 14.893469302499001 2020-07-01 13.827277487194800 2020-08-01 14.132137005912199 2020-09-01 14.216043098528399 2020-10-01 14.218526353130800 2020-11-01 13.756869292006600 2020-12-01 13.217297492419300 2021-01-01 13.980117243848200 2021-02-01 14.494517605175300 2021-03-01 14.569661077065199 2021-04-01 15.679678946316303 2021-05-01 15.903072156318400 2021-06-01 18.088178389516500 2021-07-01 20.714550154958502 2021-08-01 22.258096355158100 2021-09-01 22.895763533311800 2021-10-01 23.426815269185600 2021-11-01 23.872205438683700 2021-12-01 24.460005259280898 2022-01-01 24.848187189424400 2022-02-01 24.701286884455104 2022-03-01 25.566246106045700 2022-04-01 26.372755633714000 2022-05-01 26.783441078366200 2022-06-01 27.071609940190800 2022-07-01 27.500239747552598 2022-08-01 27.913755207134400 2022-09-01 28.184476551717200 2022-10-01 28.439820013820600 2022-11-01 28.970217611416203 2022-12-01 29.084988069784900 2023-01-01 29.704612286012804 2023-02-01 29.610696178968100 2023-03-01 29.856386783557100 2023-04-01 29.666673522884697 2023-05-01 29.580126844411897 2023-06-01 30.177936184486400 2023-07-01 30.386285081179400 2023-08-01 30.243992092699898 2023-09-01 30.694912122536397 2023-10-01 30.757854381708697 2023-11-01 30.846664691933200 2023-12-01 30.903056540963203 2024-01-01 31.071103159313804 2024-02-01 31.313733992040600 2024-03-01 31.531784386394200