Federal Reserve Economic Data

Table Data - All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Kentucky

Title All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Kentucky
Series ID SMU21000004142400001SA
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 2024-10-01
Last Updated 2024-11-20 5:30 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. More information on X-13ARIMA-SEATS can be found here.

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.

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 27.143809947368500
1990-02-01 27.210917107027600
1990-03-01 27.110872463077197
1990-04-01 27.104069973128900
1990-05-01 26.985957502421698
1990-06-01 27.178888056710700
1990-07-01 27.254779653856200
1990-08-01 27.505494756965103
1990-09-01 27.507825103898500
1990-10-01 27.678018885372800
1990-11-01 27.719436996435103
1990-12-01 27.695499196740100
1991-01-01 27.664084556300000
1991-02-01 27.298864024938300
1991-03-01 27.406748025249300
1991-04-01 27.815927149753605
1991-05-01 27.880013288924605
1991-06-01 27.869201368559300
1991-07-01 27.853165109801900
1991-08-01 27.903634889152396
1991-09-01 27.886270749683700
1991-10-01 28.067662574931700
1991-11-01 28.329391790539500
1991-12-01 28.426422531854300
1992-01-01 28.606915813860503
1992-02-01 28.197708899021700
1992-03-01 28.396861406183500
1992-04-01 28.218051328922100
1992-05-01 28.158212474714100
1992-06-01 28.040161001055000
1992-07-01 28.246175298942198
1992-08-01 28.001694548616400
1992-09-01 28.257596924726897
1992-10-01 27.748061924298500
1992-11-01 27.756540246409998
1992-12-01 27.990270003548797
1993-01-01 27.958894156058100
1993-02-01 28.091193262429700
1993-03-01 27.969213798089400
1993-04-01 28.020885736360803
1993-05-01 28.145551239193000
1993-06-01 28.114048788650500
1993-07-01 27.924553431088400
1993-08-01 28.088142759823498
1993-09-01 28.107969921681300
1993-10-01 28.221654844715300
1993-11-01 28.316957948659200
1993-12-01 28.171873250348803
1994-01-01 27.923472749961000
1994-02-01 28.481303309678303
1994-03-01 28.643367352177500
1994-04-01 28.396595345714196
1994-05-01 28.526471304583000
1994-06-01 28.569515103905395
1994-07-01 28.725854214366002
1994-08-01 28.674855586652498
1994-09-01 28.872634524707397
1994-10-01 28.774958849738603
1994-11-01 28.889180393965200
1994-12-01 28.976483090231000
1995-01-01 28.886226047856102
1995-02-01 28.957306274724900
1995-03-01 29.195823181677700
1995-04-01 29.457579406906902
1995-05-01 29.518202396139397
1995-06-01 29.742400945588898
1995-07-01 29.723625584849400
1995-08-01 29.869863927228200
1995-09-01 29.841867963697300
1995-10-01 30.229970502503000
1995-11-01 30.170372008730997
1995-12-01 30.066119271454397
1996-01-01 30.255733169532498
1996-02-01 30.235716429139900
1996-03-01 30.145243072070500
1996-04-01 30.085589210757700
1996-05-01 30.192442072402800
1996-06-01 30.211481646097198
1996-07-01 30.445382802850500
1996-08-01 30.586190670648400
1996-09-01 30.639857479706997
1996-10-01 30.583586686879700
1996-11-01 30.654355350785700
1996-12-01 30.848122176944102
1997-01-01 30.903548986111197
1997-02-01 30.608956341441500
1997-03-01 30.681034035349104
1997-04-01 31.113345655707900
1997-05-01 31.055179859246202
1997-06-01 31.205857976624497
1997-07-01 31.055805365714196
1997-08-01 31.107458245925800
1997-09-01 31.139544405283104
1997-10-01 31.262678258704700
1997-11-01 31.149387751056400
1997-12-01 31.215595384743500
1998-01-01 30.440835485257200
1998-02-01 30.572946750142798
1998-03-01 30.727122882694000
1998-04-01 30.743351917889300
1998-05-01 30.506354078650197
1998-06-01 30.788886777536300
1998-07-01 30.977003949660100
1998-08-01 30.921640105266400
1998-09-01 31.044800410389800
1998-10-01 31.142790065047300
1998-11-01 31.341225554042000
1998-12-01 31.299722482797602
1999-01-01 31.166330888005700
1999-02-01 31.332689493629196
1999-03-01 31.284456676384100
1999-04-01 31.194215124640003
1999-05-01 31.151012157146200
1999-06-01 31.091134564747602
1999-07-01 30.968755566609200
1999-08-01 31.015982493100000
1999-09-01 31.245249462199602
1999-10-01 31.332029102432298
1999-11-01 31.307615078300700
1999-12-01 31.583371565760604
2000-01-01 31.698007541814604
2000-02-01 31.709720167100397
2000-03-01 32.169821727192400
2000-04-01 32.068560025110400
2000-05-01 32.101644268375104
2000-06-01 32.085796204903700
2000-07-01 32.049274253569300
2000-08-01 32.074922120804500
2000-09-01 32.026087179245200
2000-10-01 32.811929816764500
2000-11-01 32.871669358828605
2000-12-01 32.474133391320100
2001-01-01 32.928560457489900
2001-02-01 33.013052703778300
2001-03-01 33.078335547729104
2001-04-01 32.650361017398100
2001-05-01 32.567854130990604
2001-06-01 32.594149677903900
2001-07-01 32.407593550527700
2001-08-01 32.301677139915700
2001-09-01 31.887391137470900
2001-10-01 31.994967144011200
2001-11-01 31.920866716493100
2001-12-01 31.862266296048100
2002-01-01 31.964606602672802
2002-02-01 32.041226381308400
2002-03-01 31.695391484829802
2002-04-01 32.041307866361800
2002-05-01 32.154778773456100
2002-06-01 31.990849087804500
2002-07-01 32.162283483697800
2002-08-01 32.119028173447106
2002-09-01 32.126852299521900
2002-10-01 32.374054701954606
2002-11-01 32.467933547175996
2002-12-01 32.445566980137300
2003-01-01 32.521565368386100
2003-02-01 32.594870530225000
2003-03-01 32.598561083132100
2003-04-01 32.607932294520900
2003-05-01 32.849292888590604
2003-06-01 32.880539162418500
2003-07-01 32.921830218683500
2003-08-01 33.066160692158000
2003-09-01 32.979259930217400
2003-10-01 32.846703947857300
2003-11-01 32.691826264834496
2003-12-01 32.713148662148600
2004-01-01 32.584867886245100
2004-02-01 32.552145052127100
2004-03-01 32.490886009045200
2004-04-01 32.572742768560600
2004-05-01 32.345796939774900
2004-06-01 32.249679422758200
2004-07-01 32.606370770957200
2004-08-01 32.443576934328200
2004-09-01 32.433788211687606
2004-10-01 32.321159813722600
2004-11-01 32.319157648461600
2004-12-01 32.254083557971100
2005-01-01 32.340486726410600
2005-02-01 32.209550388291800
2005-03-01 32.173110091640100
2005-04-01 32.026391360353800
2005-05-01 32.047113180753700
2005-06-01 31.910963980500803
2005-07-01 32.009018249345495
2005-08-01 31.950430856165800
2005-09-01 31.920086946062900
2005-10-01 31.795846302044300
2005-11-01 31.818695599280400
2005-12-01 31.768764582444400
2006-01-01 31.676166832449800
2006-02-01 31.751449558072900
2006-03-01 31.959415349466300
2006-04-01 32.110055560458800
2006-05-01 32.355545508904100
2006-06-01 32.171876697219000
2006-07-01 31.908536786986400
2006-08-01 31.972666917345800
2006-09-01 32.015430450295200
2006-10-01 32.181485726593100
2006-11-01 32.096574301349100
2006-12-01 32.165667705393200
2007-01-01 32.299256461184300
2007-02-01 32.376213000064600
2007-03-01 32.653983578715800
2007-04-01 32.513981975442200
2007-05-01 32.475344992401900
2007-06-01 32.444940697780700
2007-07-01 32.302039112687600
2007-08-01 32.299615931263496
2007-09-01 32.328132186948900
2007-10-01 32.250403379478300
2007-11-01 32.149399710415900
2007-12-01 32.253409526572800
2008-01-01 32.320925241977804
2008-02-01 32.581646746088400
2008-03-01 32.262320676714500
2008-04-01 32.155567616512100
2008-05-01 32.201622198940605
2008-06-01 32.135744098528110
2008-07-01 32.089089695058100
2008-08-01 32.097544404204200
2008-09-01 31.915587616868102
2008-10-01 31.919449840569200
2008-11-01 31.919622590219998
2008-12-01 31.750983182134900
2009-01-01 31.444273634077300
2009-02-01 31.274226511715398
2009-03-01 30.975368164878997
2009-04-01 31.206497288997200
2009-05-01 31.128778990817104
2009-06-01 31.140754104635402
2009-07-01 31.177905622560896
2009-08-01 30.959353111300100
2009-09-01 31.089181694485603
2009-10-01 30.983035679656300
2009-11-01 31.204946511288900
2009-12-01 31.471159472549400
2010-01-01 31.282482737076300
2010-02-01 31.168565013715600
2010-03-01 31.093780148112900
2010-04-01 30.847877732231000
2010-05-01 30.934475994383202
2010-06-01 30.941590860793600
2010-07-01 30.964031184217703
2010-08-01 30.800914506380500
2010-09-01 30.746010700440200
2010-10-01 30.870109678507600
2010-11-01 30.823228058865105
2010-12-01 30.718559590871300
2011-01-01 30.421997883004200
2011-02-01 30.561501362105900
2011-03-01 30.506600864315300
2011-04-01 30.258046384238100
2011-05-01 30.018396782312800
2011-06-01 29.933061608617300
2011-07-01 30.260581068609400
2011-08-01 30.337618926656700
2011-09-01 30.310183268031100
2011-10-01 30.269650876431697
2011-11-01 30.065221615565000
2011-12-01 30.068517207215802
2012-01-01 30.067872882407304
2012-02-01 30.053206337549000
2012-03-01 30.016188660798896
2012-04-01 29.946144816764804
2012-05-01 29.984700259731700
2012-06-01 29.914801312828400
2012-07-01 29.856363204847103
2012-08-01 29.981512219275200
2012-09-01 29.981470269831100
2012-10-01 29.995859955894197
2012-11-01 29.933003926792600
2012-12-01 29.814527672217196
2013-01-01 29.987463570377198
2013-02-01 30.044387968596100
2013-03-01 30.115024875122600
2013-04-01 30.323246301825400
2013-05-01 30.341861785365400
2013-06-01 30.402791898316398
2013-07-01 30.243416457295105
2013-08-01 30.248288497319198
2013-09-01 30.173871870490302
2013-10-01 30.133793731505800
2013-11-01 30.195236920456500
2013-12-01 30.034903503188300
2014-01-01 30.195710197518302
2014-02-01 30.246302855275502
2014-03-01 30.217744501613698
2014-04-01 30.189644152575700
2014-05-01 30.104712507041203
2014-06-01 29.881656234684897
2014-07-01 29.907305751543300
2014-08-01 29.950581905536400
2014-09-01 29.888235128187700
2014-10-01 29.687614269466300
2014-11-01 29.645509557076803
2014-12-01 29.642365046382604
2015-01-01 29.376194743923000
2015-02-01 29.340055029393500
2015-03-01 29.215636038206000
2015-04-01 29.164978279402700
2015-05-01 29.185988394176803
2015-06-01 29.271801710058497
2015-07-01 29.357158472059602
2015-08-01 29.472269336568900
2015-09-01 29.515130740669196
2015-10-01 29.625659054047500
2015-11-01 29.677302990471800
2015-12-01 29.742137379798898
2016-01-01 29.957531411217104
2016-02-01 29.834112361182300
2016-03-01 30.008448742276002
2016-04-01 29.848791167220302
2016-05-01 29.882669541199900
2016-06-01 29.762876453339402
2016-07-01 29.806177656621000
2016-08-01 29.703284354583200
2016-09-01 29.751088312280103
2016-10-01 29.744437084767700
2016-11-01 29.691725480395004
2016-12-01 29.849392898570300
2017-01-01 29.834688208308602
2017-02-01 29.823192369524400
2017-03-01 29.790827327711600
2017-04-01 29.939817461716200
2017-05-01 30.094808601869303
2017-06-01 29.962120989549497
2017-07-01 29.773582311783300
2017-08-01 29.639255124331400
2017-09-01 29.572749775356100
2017-10-01 29.437030773782200
2017-11-01 29.291512188010397
2017-12-01 29.472466562260000
2018-01-01 29.413890126466104
2018-02-01 29.416586462507300
2018-03-01 29.277015451129998
2018-04-01 29.229581626512700
2018-05-01 29.306798378426600
2018-06-01 29.354515187358200
2018-07-01 29.456386328824898
2018-08-01 29.480198933098897
2018-09-01 29.388942892154798
2018-10-01 29.420668330348200
2018-11-01 29.385137835086700
2018-12-01 29.300008623319602
2019-01-01 29.393228842386698
2019-02-01 29.404731799394398
2019-03-01 29.551987917769800
2019-04-01 29.630882797774400
2019-05-01 29.632973412872100
2019-06-01 29.556547351810398
2019-07-01 29.552073690899896
2019-08-01 29.506136327015800
2019-09-01 29.377767147833700
2019-10-01 29.495609355467400
2019-11-01 29.579722547834802
2019-12-01 29.544431015519000
2020-01-01 29.379659150525900
2020-02-01 29.392572156151600
2020-03-01 29.318612109879000
2020-04-01 27.448422210769600
2020-05-01 27.255224323488400
2020-06-01 27.459967308148500
2020-07-01 27.455964132512100
2020-08-01 27.618057985699200
2020-09-01 27.861332970521600
2020-10-01 27.961184314192500
2020-11-01 28.071825697764000
2020-12-01 28.085643782540900
2021-01-01 28.275487269521697
2021-02-01 28.289961271585398
2021-03-01 28.282001346584000
2021-04-01 28.381166311787800
2021-05-01 28.577545774274398
2021-06-01 28.563615661160803
2021-07-01 28.662042023079902
2021-08-01 28.615506395738300
2021-09-01 28.537917656331000
2021-10-01 28.915213964469500
2021-11-01 28.963276951362200
2021-12-01 29.326575714431100
2022-01-01 29.485039431781896
2022-02-01 29.594696179581500
2022-03-01 29.859703878670100
2022-04-01 30.022183874436003
2022-05-01 29.981139925740600
2022-06-01 29.863292498597500
2022-07-01 30.262438287526300
2022-08-01 30.304535394739400
2022-09-01 30.424218220281702
2022-10-01 30.268914434079598
2022-11-01 30.159516855962700
2022-12-01 30.347652379858500
2023-01-01 30.604169974762897
2023-02-01 30.807710230742195
2023-03-01 30.846907394812103
2023-04-01 30.758498521897998
2023-05-01 30.886106376613302
2023-06-01 30.962797406771003
2023-07-01 30.956577139094700
2023-08-01 31.082827800050502
2023-09-01 31.413955601503800
2023-10-01 31.029989464299900
2023-11-01 30.954942050120103
2023-12-01 30.768923516041898
2024-01-01 30.327906767227603
2024-02-01 30.517120786977300
2024-03-01 30.540109584213700
2024-04-01 30.485721390267802
2024-05-01 30.583170497681000
2024-06-01 30.563548169347800
2024-07-01 30.553056099652800
2024-08-01 30.563874938852802
2024-09-01 30.413731156950200
2024-10-01 30.800037782341600

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