Federal Reserve Economic Data

Table Data - All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Denver-Aurora-Lakewood, CO (MSA)

Title All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Denver-Aurora-Lakewood, CO (MSA)
Series ID SMU08197404142400001SA
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 5:49 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 15.651139647674000
1990-02-01 15.539404810750300
1990-03-01 15.579164248529901
1990-04-01 15.484002267858699
1990-05-01 15.618950074454201
1990-06-01 15.498155272216302
1990-07-01 15.377880370769502
1990-08-01 15.396500237334001
1990-09-01 15.334668789714401
1990-10-01 15.306521205343198
1990-11-01 15.472340081826001
1990-12-01 15.340940814881499
1991-01-01 15.351569866424400
1991-02-01 15.436500400806600
1991-03-01 15.380612962653300
1991-04-01 15.379044289288800
1991-05-01 15.422969221422901
1991-06-01 15.599217436748500
1991-07-01 15.575246096650000
1991-08-01 15.700010301737699
1991-09-01 15.732987310953801
1991-10-01 15.909337444457700
1991-11-01 15.975065616006901
1991-12-01 16.028234174064700
1992-01-01 16.268842181685300
1992-02-01 16.331690493789300
1992-03-01 16.286628294304500
1992-04-01 16.770086279290700
1992-05-01 16.723548958460200
1992-06-01 16.804173761270302
1992-07-01 17.062087571391302
1992-08-01 17.107777145347700
1992-09-01 17.233810086153000
1992-10-01 17.213974290051400
1992-11-01 17.178553032119602
1992-12-01 17.205283693923302
1993-01-01 17.084908310030800
1993-02-01 17.126392598695800
1993-03-01 17.190763796264000
1993-04-01 17.252784337662302
1993-05-01 17.230310269955403
1993-06-01 17.121493596998300
1993-07-01 17.052963270255898
1993-08-01 17.014076922699700
1993-09-01 17.030232731856300
1993-10-01 17.124587437108100
1993-11-01 17.182027202535800
1993-12-01 17.279785252856698
1994-01-01 17.399317190640200
1994-02-01 17.424902439875900
1994-03-01 17.393582888939700
1994-04-01 17.322451146444900
1994-05-01 17.332846013117400
1994-06-01 17.542321389087800
1994-07-01 17.546328229792800
1994-08-01 17.724194922274197
1994-09-01 17.639199280391900
1994-10-01 17.433677672949802
1994-11-01 17.583272842303100
1994-12-01 17.663457170739104
1995-01-01 17.601705300796300
1995-02-01 17.621665757610500
1995-03-01 17.590206747986600
1995-04-01 17.695401040018500
1995-05-01 17.727447731573000
1995-06-01 17.656566263829802
1995-07-01 17.852003332405502
1995-08-01 17.831550671310300
1995-09-01 17.852422529523000
1995-10-01 17.843788867697500
1995-11-01 17.984606493912100
1995-12-01 17.855542269911400
1996-01-01 17.801853279792500
1996-02-01 17.920043623756300
1996-03-01 17.989654500403898
1996-04-01 17.863832689601200
1996-05-01 18.013270220448803
1996-06-01 18.166258167078000
1996-07-01 17.757763414970000
1996-08-01 17.937046159565302
1996-09-01 17.971609763370500
1996-10-01 18.046248313630397
1996-11-01 18.188492599248300
1996-12-01 18.267467982379102
1997-01-01 18.302336991306200
1997-02-01 18.215020981850200
1997-03-01 18.285471489807602
1997-04-01 18.340649172713803
1997-05-01 18.296358272566103
1997-06-01 18.266290239933000
1997-07-01 18.362434092110398
1997-08-01 18.337884156831397
1997-09-01 18.286123043192898
1997-10-01 18.548100582098300
1997-11-01 18.595598644981000
1997-12-01 18.686952539664300
1998-01-01 19.005344978791600
1998-02-01 19.017870661688498
1998-03-01 19.085267975071300
1998-04-01 19.217298475589100
1998-05-01 19.273754870541400
1998-06-01 19.259698384356700
1998-07-01 19.257431077140000
1998-08-01 19.336932018559100
1998-09-01 19.399154440796200
1998-10-01 19.547456289199800
1998-11-01 19.609067863852502
1998-12-01 19.716252998568898
1999-01-01 19.706986635464002
1999-02-01 19.717646975522900
1999-03-01 19.584388859509000
1999-04-01 19.812414605140198
1999-05-01 19.858504867975100
1999-06-01 19.836237123103800
1999-07-01 19.851987399990400
1999-08-01 19.831759247317000
1999-09-01 19.799542986052000
1999-10-01 19.744955346379100
1999-11-01 19.726944213637200
1999-12-01 19.744293048282800
2000-01-01 19.803467986747300
2000-02-01 19.923951307310100
2000-03-01 19.988239930840800
2000-04-01 20.014990510168300
2000-05-01 20.053911093230500
2000-06-01 20.411888526868104
2000-07-01 20.336459716839700
2000-08-01 20.420411746788800
2000-09-01 20.497685000535200
2000-10-01 20.541013109681100
2000-11-01 20.644567462751000
2000-12-01 20.568836003955000
2001-01-01 20.613395207034800
2001-02-01 20.636763841511300
2001-03-01 20.585526834627100
2001-04-01 20.623495625775700
2001-05-01 20.557313330823200
2001-06-01 20.482189302548800
2001-07-01 20.625311595956000
2001-08-01 20.707285045611500
2001-09-01 20.691675761405698
2001-10-01 20.535821108828200
2001-11-01 20.651694664864700
2001-12-01 20.680332657995000
2002-01-01 20.715632589013698
2002-02-01 20.658582943259002
2002-03-01 20.688637329559104
2002-04-01 20.630246814221900
2002-05-01 20.671387828195400
2002-06-01 20.660857475414100
2002-07-01 20.517101686847300
2002-08-01 20.391447501162897
2002-09-01 20.383893885932300
2002-10-01 20.326568393773000
2002-11-01 20.249507756260200
2002-12-01 20.280518612886500
2003-01-01 20.615879248228700
2003-02-01 20.287882879164200
2003-03-01 20.295001628630600
2003-04-01 20.139760151613604
2003-05-01 20.089371657931500
2003-06-01 20.049914496240500
2003-07-01 20.012478723128800
2003-08-01 19.978031380052897
2003-09-01 19.876195755641600
2003-10-01 19.918376732408400
2003-11-01 19.737723804460398
2003-12-01 19.768618064278602
2004-01-01 19.809909353614103
2004-02-01 19.816073800288500
2004-03-01 19.910054271970100
2004-04-01 19.953377548360000
2004-05-01 19.902355805051400
2004-06-01 19.940817969605803
2004-07-01 19.908087481350100
2004-08-01 19.858017520769000
2004-09-01 19.872767399564303
2004-10-01 19.808423260864900
2004-11-01 19.819572492262100
2004-12-01 19.858214352192302
2005-01-01 19.810813019189000
2005-02-01 19.847227861345800
2005-03-01 19.827367604106200
2005-04-01 19.874621158149300
2005-05-01 19.914086199023600
2005-06-01 19.931672189803802
2005-07-01 19.998637462795000
2005-08-01 20.137916355581400
2005-09-01 20.364657175702000
2005-10-01 20.302681902147600
2005-11-01 20.398941535463802
2005-12-01 20.449539642268600
2006-01-01 20.313977556900802
2006-02-01 20.373684442332000
2006-03-01 20.455249947171100
2006-04-01 20.498604911391002
2006-05-01 20.523095119657500
2006-06-01 20.621276826885100
2006-07-01 20.784968882159000
2006-08-01 20.808653148757998
2006-09-01 20.853359303552000
2006-10-01 20.897058399057200
2006-11-01 21.083543964814698
2006-12-01 21.043960428752000
2007-01-01 20.612329953432397
2007-02-01 20.698018837159800
2007-03-01 20.781422599750200
2007-04-01 20.822398009402896
2007-05-01 20.932790316636100
2007-06-01 20.916599993239200
2007-07-01 20.766464599084500
2007-08-01 20.786895007792300
2007-09-01 20.736710915844900
2007-10-01 20.791644019452600
2007-11-01 20.879323746246600
2007-12-01 20.749270138677000
2008-01-01 20.814113466336200
2008-02-01 20.809952732192700
2008-03-01 20.800862154839500
2008-04-01 20.739203910369802
2008-05-01 20.741802437461900
2008-06-01 20.716623825617102
2008-07-01 20.651130701165897
2008-08-01 20.567457265743800
2008-09-01 20.520488177317702
2008-10-01 20.386742096900000
2008-11-01 20.283522926188500
2008-12-01 20.164476389644100
2009-01-01 20.112063760882197
2009-02-01 20.008170590829100
2009-03-01 19.699777909278700
2009-04-01 19.540734952017200
2009-05-01 19.553944436877302
2009-06-01 19.529092303287000
2009-07-01 19.544901959435500
2009-08-01 19.563288372159400
2009-09-01 19.501188761840000
2009-10-01 19.484244052666302
2009-11-01 19.492493318119898
2009-12-01 19.581653494879102
2010-01-01 19.619473340948000
2010-02-01 19.500593884840697
2010-03-01 19.493124287163898
2010-04-01 19.533721515431400
2010-05-01 19.558876325316500
2010-06-01 19.535144841972500
2010-07-01 19.642806472245700
2010-08-01 19.556142432514000
2010-09-01 19.588156956363303
2010-10-01 19.678773729682000
2010-11-01 19.704032585214900
2010-12-01 19.695671257958300
2011-01-01 19.733466176300100
2011-02-01 19.797388233695000
2011-03-01 19.880667469258498
2011-04-01 19.917727565570800
2011-05-01 19.958434786510697
2011-06-01 20.044525572406897
2011-07-01 20.045517039508102
2011-08-01 20.056816435317300
2011-09-01 20.085431332845800
2011-10-01 19.967261627531300
2011-11-01 20.011537765497900
2011-12-01 20.006532205106698
2012-01-01 20.047655658667100
2012-02-01 19.987806394090200
2012-03-01 20.163565719657600
2012-04-01 20.201844270900600
2012-05-01 20.248218843263000
2012-06-01 20.355878432137498
2012-07-01 20.562947879615603
2012-08-01 20.563440440073602
2012-09-01 20.691953994483100
2012-10-01 20.758247005368500
2012-11-01 20.713467285534900
2012-12-01 20.911974704019300
2013-01-01 20.956954890046198
2013-02-01 21.081747342625803
2013-03-01 21.150977676392600
2013-04-01 21.187187009950100
2013-05-01 21.234585565761500
2013-06-01 21.367908325849700
2013-07-01 21.279773022810800
2013-08-01 21.379251572890500
2013-09-01 21.402664513686897
2013-10-01 21.551739006090198
2013-11-01 21.508315919586302
2013-12-01 21.611148175995500
2014-01-01 21.750000623178100
2014-02-01 21.868741562141200
2014-03-01 21.944441967035400
2014-04-01 22.079760910370800
2014-05-01 22.126233489616602
2014-06-01 22.181842746026300
2014-07-01 22.298355246218700
2014-08-01 22.392404376589000
2014-09-01 22.411229947131900
2014-10-01 22.649865838556300
2014-11-01 22.698829510574000
2014-12-01 22.808799620325498
2015-01-01 22.731167498597802
2015-02-01 22.752896096227698
2015-03-01 22.848206394646503
2015-04-01 22.882878434337698
2015-05-01 23.023473140710696
2015-06-01 22.998240092532395
2015-07-01 23.003098666401200
2015-08-01 23.112740221212803
2015-09-01 23.118613023450305
2015-10-01 23.148705891363697
2015-11-01 23.283796150882000
2015-12-01 23.302629717845100
2016-01-01 23.306713508488198
2016-02-01 23.335214110936800
2016-03-01 23.355952322364697
2016-04-01 23.499464502131900
2016-05-01 23.431387996916800
2016-06-01 23.306883580664900
2016-07-01 23.505834014980696
2016-08-01 23.428991178613600
2016-09-01 23.618807239008103
2016-10-01 23.451185824628897
2016-11-01 23.462530032644500
2016-12-01 23.498690480885898
2017-01-01 23.688057964025102
2017-02-01 23.614471869954600
2017-03-01 23.867395866684102
2017-04-01 23.614123601898104
2017-05-01 23.555168398350300
2017-06-01 23.613932038950200
2017-07-01 23.597317671372600
2017-08-01 23.743931307615000
2017-09-01 23.822208868166900
2017-10-01 23.741279897362300
2017-11-01 23.746465712749902
2017-12-01 23.689729129121900
2018-01-01 23.778799658875900
2018-02-01 23.797174564723200
2018-03-01 23.767115971069604
2018-04-01 23.727344965708500
2018-05-01 23.889492106693300
2018-06-01 23.818177000109000
2018-07-01 23.892513988283200
2018-08-01 23.755639224983696
2018-09-01 23.728952879801003
2018-10-01 23.720538739834300
2018-11-01 23.733414948350898
2018-12-01 23.877943195758200
2019-01-01 23.776663898696200
2019-02-01 23.787425940087700
2019-03-01 23.765308397309500
2019-04-01 23.823835902862896
2019-05-01 23.918037972206697
2019-06-01 24.030994981424698
2019-07-01 23.988902399974100
2019-08-01 24.073993942820803
2019-09-01 24.143056458804303
2019-10-01 24.193035054891100
2019-11-01 24.321612907673500
2019-12-01 24.255747959536098
2020-01-01 24.283561834988397
2020-02-01 24.395155018630200
2020-03-01 24.354328643458300
2020-04-01 22.411700716699098
2020-05-01 22.331495032376900
2020-06-01 22.242984195065603
2020-07-01 22.505206794619003
2020-08-01 22.597335284718600
2020-09-01 22.549402446667400
2020-10-01 22.691723728244100
2020-11-01 22.621146106994900
2020-12-01 22.731487088351300
2021-01-01 22.772076076577800
2021-02-01 22.898812270131398
2021-03-01 23.043528875656600
2021-04-01 22.988501025830400
2021-05-01 23.134859412172100
2021-06-01 23.346311267773700
2021-07-01 23.616098036057803
2021-08-01 23.715269635356304
2021-09-01 23.861208626505103
2021-10-01 24.091984671642297
2021-11-01 24.220984944373900
2021-12-01 24.499275961764003
2022-01-01 24.478806100288100
2022-02-01 24.514875068548104
2022-03-01 24.631304843635203
2022-04-01 24.871161429400200
2022-05-01 25.029586740173897
2022-06-01 24.839695796654500
2022-07-01 24.930898733075200
2022-08-01 25.029410281680900
2022-09-01 25.268940458916898
2022-10-01 25.412269242439102
2022-11-01 25.527447830455200
2022-12-01 25.472214987148300
2023-01-01 25.573865447888497
2023-02-01 25.624683784155300
2023-03-01 25.828525239004502
2023-04-01 25.854246124860300
2023-05-01 25.909429835566300
2023-06-01 25.934390716002003
2023-07-01 25.846971377636600
2023-08-01 25.736210468363300
2023-09-01 25.773584132252500
2023-10-01 25.641799598423300
2023-11-01 25.634960905073300
2023-12-01 25.856945063992000
2024-01-01 25.765577097053400
2024-02-01 25.826718706169000
2024-03-01 25.523899058591900
2024-04-01 25.450926250274800
2024-05-01 25.390440071998100
2024-06-01 25.624991268004898
2024-07-01 25.260723546262604
2024-08-01 25.338724320002500
2024-09-01 25.172404189123803
2024-10-01 25.071665307796500

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