NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Wholesale Trade: Merchant Wholesalers, Durable Goods in Kentucky Series ID: SMU21000004142300001SA 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 2024-04-01 Last Updated: 2024-05-18 5:07 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/SMU21000004142300001). 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 27.374965976041103 1990-02-01 27.423673074661497 1990-03-01 27.677286402910298 1990-04-01 27.676806552498398 1990-05-01 27.707210885995398 1990-06-01 27.796871835708200 1990-07-01 27.808982748755497 1990-08-01 27.946968707805500 1990-09-01 27.871466456455700 1990-10-01 27.778654863532800 1990-11-01 27.705726647874500 1990-12-01 27.624145475231200 1991-01-01 27.366822157115700 1991-02-01 27.330140510562803 1991-03-01 27.181970025773200 1991-04-01 27.072586778416100 1991-05-01 27.011218364530897 1991-06-01 26.800933026884000 1991-07-01 26.514166681493200 1991-08-01 26.660910869768100 1991-09-01 26.579159634934100 1991-10-01 26.577579886834100 1991-11-01 26.592237847972500 1991-12-01 26.519608523845600 1992-01-01 26.645384020849300 1992-02-01 26.734873819561300 1992-03-01 26.695653816519602 1992-04-01 26.568320345836000 1992-05-01 26.811915180585300 1992-06-01 26.891139074576603 1992-07-01 26.912349599203200 1992-08-01 26.879141346545400 1992-09-01 26.986677991959800 1992-10-01 26.981262289016400 1992-11-01 26.980457571100000 1992-12-01 27.006799657740500 1993-01-01 27.322969211717897 1993-02-01 27.450496880972700 1993-03-01 27.513469918529200 1993-04-01 27.567828480171105 1993-05-01 27.622304425930900 1993-06-01 27.674222649576897 1993-07-01 27.906780431793400 1993-08-01 27.997115072797197 1993-09-01 28.087975733348603 1993-10-01 28.291555307763602 1993-11-01 28.470940359004600 1993-12-01 28.389426701417303 1994-01-01 28.192937540857102 1994-02-01 28.365365792717200 1994-03-01 28.525030515895700 1994-04-01 28.771107314283300 1994-05-01 28.937271234531103 1994-06-01 29.160492632939402 1994-07-01 29.306342048613402 1994-08-01 29.407860454630605 1994-09-01 29.489576408483400 1994-10-01 29.593342644220600 1994-11-01 29.866058026564303 1994-12-01 29.971305248047400 1995-01-01 30.067521629871200 1995-02-01 30.183356033494803 1995-03-01 30.431731085459298 1995-04-01 30.682025736297803 1995-05-01 30.853991171574300 1995-06-01 30.955324128201102 1995-07-01 30.812825449425100 1995-08-01 30.803022414288100 1995-09-01 31.079135080414200 1995-10-01 31.196936988601998 1995-11-01 31.371386555733600 1995-12-01 31.755164866746000 1996-01-01 31.657002958317800 1996-02-01 31.685330323451300 1996-03-01 31.626603327799398 1996-04-01 31.193463843586002 1996-05-01 31.459415657608200 1996-06-01 31.665575328268400 1996-07-01 31.938737212023202 1996-08-01 31.988588333275800 1996-09-01 32.174832844742900 1996-10-01 31.982378369438400 1996-11-01 32.379792308652000 1996-12-01 32.352560723233700 1997-01-01 32.561842330154200 1997-02-01 32.566247815908500 1997-03-01 32.719464556588000 1997-04-01 32.805208049166600 1997-05-01 32.852833181102500 1997-06-01 32.978639684425900 1997-07-01 33.066962658519800 1997-08-01 33.180610150727404 1997-09-01 33.163479632858300 1997-10-01 33.254691849555400 1997-11-01 33.185190884295800 1997-12-01 33.354641223749105 1998-01-01 33.483559942622100 1998-02-01 33.549507597425200 1998-03-01 33.615606652740105 1998-04-01 33.713390420093600 1998-05-01 34.039899278862000 1998-06-01 33.990032868500300 1998-07-01 34.192146064697400 1998-08-01 34.573324203354500 1998-09-01 34.563133087446700 1998-10-01 34.510818255379000 1998-11-01 34.584316043767200 1998-12-01 34.853799998581200 1999-01-01 34.919035209925400 1999-02-01 35.143053495537800 1999-03-01 35.225811701092300 1999-04-01 36.227801109108896 1999-05-01 36.214569223827600 1999-06-01 36.583754639511106 1999-07-01 36.212483857953800 1999-08-01 36.271500117382600 1999-09-01 36.061251116979000 1999-10-01 36.268361310075200 1999-11-01 36.374301995947110 1999-12-01 36.350178032465700 2000-01-01 36.353122999818000 2000-02-01 36.539482438071700 2000-03-01 36.747132599380900 2000-04-01 37.044460212452900 2000-05-01 36.996898375221000 2000-06-01 36.868290152683000 2000-07-01 36.835243957531700 2000-08-01 36.878034523990000 2000-09-01 37.172808782917900 2000-10-01 37.340335455937100 2000-11-01 37.548307695270600 2000-12-01 37.251626890225100 2001-01-01 36.861613832787600 2001-02-01 36.931311489567800 2001-03-01 36.759216546236200 2001-04-01 36.661880473467400 2001-05-01 36.590691069260394 2001-06-01 36.660076485792700 2001-07-01 36.747300686084500 2001-08-01 36.599246048180500 2001-09-01 36.481887808080500 2001-10-01 36.533817898948200 2001-11-01 36.113334997159100 2001-12-01 35.763530211206200 2002-01-01 35.942094513834300 2002-02-01 35.915847456452300 2002-03-01 35.869144502872790 2002-04-01 35.669606642963790 2002-05-01 35.798034631949896 2002-06-01 35.755552008013900 2002-07-01 35.644132187363205 2002-08-01 35.717164594079100 2002-09-01 35.595396270296000 2002-10-01 35.648062924529500 2002-11-01 35.492860315541000 2002-12-01 35.579274248627600 2003-01-01 35.614817991682700 2003-02-01 35.705819208706500 2003-03-01 35.663379473303790 2003-04-01 35.769807048656205 2003-05-01 35.902810310757104 2003-06-01 36.048176964491894 2003-07-01 35.940388152247294 2003-08-01 36.228623571636604 2003-09-01 36.410364565340900 2003-10-01 36.463397308601710 2003-11-01 36.890514097025000 2003-12-01 36.981664555316700 2004-01-01 37.202040158558795 2004-02-01 37.208992648198900 2004-03-01 37.356416918838704 2004-04-01 37.362106039180006 2004-05-01 37.410774578866800 2004-06-01 37.430947468107400 2004-07-01 37.632995618268700 2004-08-01 37.632797237242200 2004-09-01 37.528885790567706 2004-10-01 37.780907869538495 2004-11-01 37.985544198148396 2004-12-01 38.087398192463300 2005-01-01 37.893802683247790 2005-02-01 38.015589093424104 2005-03-01 37.927128951671100 2005-04-01 38.255940366352206 2005-05-01 38.325152451764700 2005-06-01 38.332214651722600 2005-07-01 38.425967844739900 2005-08-01 38.433680117943396 2005-09-01 38.543534940209604 2005-10-01 38.574569860704706 2005-11-01 38.573233626307800 2005-12-01 38.676573102157704 2006-01-01 39.005622965948400 2006-02-01 39.137144777981500 2006-03-01 39.317853982988500 2006-04-01 39.363736854819610 2006-05-01 39.343475632634394 2006-06-01 39.544069775099800 2006-07-01 39.504803100989600 2006-08-01 39.616902461459000 2006-09-01 39.638507943624400 2006-10-01 39.854119883458200 2006-11-01 39.859479302982700 2006-12-01 40.067441288643400 2007-01-01 40.129496939667700 2007-02-01 40.064634578637710 2007-03-01 40.213533078499800 2007-04-01 40.188202006466700 2007-05-01 40.162399819254600 2007-06-01 40.168013992584290 2007-07-01 39.979207320344500 2007-08-01 39.882826588640000 2007-09-01 40.023756220061500 2007-10-01 39.623058613564000 2007-11-01 39.653554291042795 2007-12-01 39.557953162949204 2008-01-01 39.550344887555700 2008-02-01 39.690364919343200 2008-03-01 39.622266669081100 2008-04-01 39.412187278345900 2008-05-01 39.474889879860400 2008-06-01 39.398323805203900 2008-07-01 39.350717126959000 2008-08-01 39.251216636191800 2008-09-01 38.986361142129600 2008-10-01 39.017555455945300 2008-11-01 38.652336803650500 2008-12-01 38.362258929143200 2009-01-01 37.759460283384000 2009-02-01 37.292570811342000 2009-03-01 36.925294373028100 2009-04-01 36.617993685812294 2009-05-01 36.376962416460710 2009-06-01 36.037786981161204 2009-07-01 36.037334181927500 2009-08-01 35.941343734783800 2009-09-01 35.852303968667200 2009-10-01 35.833673728978100 2009-11-01 35.764678474032394 2009-12-01 35.674378251829204 2010-01-01 35.655135672735100 2010-02-01 35.689636526464895 2010-03-01 35.735213874622700 2010-04-01 35.812821488472096 2010-05-01 35.865136055549800 2010-06-01 35.851761799537400 2010-07-01 35.919837731392200 2010-08-01 35.932614491704896 2010-09-01 35.913314555005606 2010-10-01 35.966272176135504 2010-11-01 35.992889054015300 2010-12-01 35.985575596268200 2011-01-01 36.256441282551200 2011-02-01 36.391904591051706 2011-03-01 36.536861847252700 2011-04-01 36.601381940672600 2011-05-01 36.642725136341205 2011-06-01 36.837847119198200 2011-07-01 37.016822926686800 2011-08-01 37.029037578970794 2011-09-01 37.193165431898400 2011-10-01 37.104054688097700 2011-11-01 37.239945678398900 2011-12-01 37.291963886101500 2012-01-01 37.142961751530900 2012-02-01 37.284097405052290 2012-03-01 37.331664575742394 2012-04-01 37.487071609208300 2012-05-01 37.514725392887705 2012-06-01 37.512149535179700 2012-07-01 37.523466390853200 2012-08-01 37.637420142489400 2012-09-01 37.790113183497500 2012-10-01 37.851426013579100 2012-11-01 37.883416255526500 2012-12-01 37.902901959357600 2013-01-01 38.025971506817896 2013-02-01 38.067460822538200 2013-03-01 38.023419550904000 2013-04-01 37.969384398516700 2013-05-01 37.780149013502800 2013-06-01 37.884764473809900 2013-07-01 37.936420012266500 2013-08-01 37.952133517584800 2013-09-01 38.012968520766000 2013-10-01 37.884798207531000 2013-11-01 37.912506817325200 2013-12-01 38.013248752354000 2014-01-01 38.007123157905600 2014-02-01 38.037719219023100 2014-03-01 38.219435073305100 2014-04-01 38.152589629197500 2014-05-01 38.248249776817900 2014-06-01 38.363174966386204 2014-07-01 38.243435486304200 2014-08-01 38.369530730762000 2014-09-01 38.344790134868500 2014-10-01 38.515791821060700 2014-11-01 38.520872552191290 2014-12-01 38.722578205770900 2015-01-01 38.801302471995704 2015-02-01 38.813349836670106 2015-03-01 38.709620220873000 2015-04-01 38.632888253117900 2015-05-01 38.934064006395500 2015-06-01 38.947810044619800 2015-07-01 39.044570971078600 2015-08-01 39.087852120287710 2015-09-01 39.085824476300600 2015-10-01 39.135616495196900 2015-11-01 39.111401514168000 2015-12-01 39.025068997692790 2016-01-01 39.099782364387000 2016-02-01 38.976574033850300 2016-03-01 38.999805016697294 2016-04-01 39.021703865491205 2016-05-01 39.045628261929800 2016-06-01 38.950774878983800 2016-07-01 39.141449083715600 2016-08-01 38.903542854075106 2016-09-01 38.920056365430400 2016-10-01 38.743362094620100 2016-11-01 38.886542570131700 2016-12-01 38.926066004396205 2017-01-01 38.891062669897100 2017-02-01 39.143929529839400 2017-03-01 39.287129076553400 2017-04-01 39.715451612934000 2017-05-01 39.779361219455296 2017-06-01 39.866409110016300 2017-07-01 39.834117589857500 2017-08-01 39.912597394667200 2017-09-01 40.045153340819500 2017-10-01 40.140393326764700 2017-11-01 40.360066049704100 2017-12-01 40.413166074164710 2018-01-01 40.587625741132400 2018-02-01 40.717211029538000 2018-03-01 40.779513538201200 2018-04-01 40.833894349727800 2018-05-01 40.628295266010300 2018-06-01 40.788900669384400 2018-07-01 40.924615690867000 2018-08-01 41.009024827001500 2018-09-01 40.958636237856105 2018-10-01 41.321777234021795 2018-11-01 41.533615472151900 2018-12-01 41.702239860709100 2019-01-01 41.568911590929105 2019-02-01 41.698820036593900 2019-03-01 41.774361579663210 2019-04-01 41.764841026643296 2019-05-01 41.886856837285100 2019-06-01 41.918082142504794 2019-07-01 41.907350880742400 2019-08-01 41.995241802811400 2019-09-01 41.864596613620290 2019-10-01 41.784095054038700 2019-11-01 41.617485846826796 2019-12-01 41.592261397433100 2020-01-01 41.752883445966300 2020-02-01 41.684191418480000 2020-03-01 41.678411131535300 2020-04-01 39.200439430215300 2020-05-01 39.037390639635100 2020-06-01 39.254081570554106 2020-07-01 39.403074529019400 2020-08-01 39.471588818566000 2020-09-01 39.653361640568290 2020-10-01 39.842215849759300 2020-11-01 40.007888476603100 2020-12-01 40.207802572278300 2021-01-01 40.342794187898704 2021-02-01 40.384081103988200 2021-03-01 40.580722866263300 2021-04-01 40.631992515940300 2021-05-01 40.773372953311200 2021-06-01 41.166552344643996 2021-07-01 41.569213626587100 2021-08-01 41.534223729846700 2021-09-01 41.336679999182900 2021-10-01 42.015959658694705 2021-11-01 42.306682974870500 2021-12-01 42.417094850476600 2022-01-01 42.668868800029394 2022-02-01 42.803348388343800 2022-03-01 42.884468163694100 2022-04-01 43.156385076719296 2022-05-01 43.398862304327295 2022-06-01 43.358507491378100 2022-07-01 43.641479791068300 2022-08-01 43.695042062111600 2022-09-01 43.818425795163094 2022-10-01 44.003529664587205 2022-11-01 44.004152330665400 2022-12-01 44.237625311303300 2023-01-01 44.402062800663300 2023-02-01 44.625929170204100 2023-03-01 44.583773910984604 2023-04-01 44.555983022453100 2023-05-01 44.408572285020110 2023-06-01 44.552888578621290 2023-07-01 44.522748735955600 2023-08-01 44.573850052690710 2023-09-01 44.602579789505210 2023-10-01 44.199798450862700 2023-11-01 44.106858751223300 2023-12-01 43.751225702122710 2024-01-01 43.525105450714996 2024-02-01 43.433940216219100 2024-03-01 43.575097790396995 2024-04-01 43.442251039354890