Federal Reserve Economic Data

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

Title All Employees: Wholesale Trade in Denver-Aurora-Lakewood, CO (MSA)
Series ID SMU08197404100000001SA
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 2024-11-01
Last Updated 2024-12-21 7:06 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 52.712160889093200
1990-02-01 52.601707142621790
1990-03-01 52.435217602598500
1990-04-01 52.381115399693000
1990-05-01 53.011811181231600
1990-06-01 52.863835739349796
1990-07-01 52.213858043822604
1990-08-01 52.633238342087200
1990-09-01 52.697855514615000
1990-10-01 52.885262789226600
1990-11-01 53.115759095595706
1990-12-01 52.645034771318294
1991-01-01 51.812874490170000
1991-02-01 51.684021249561900
1991-03-01 51.530416768677900
1991-04-01 51.078684064932700
1991-05-01 51.224937854139206
1991-06-01 51.367479972621204
1991-07-01 51.318062900357800
1991-08-01 51.527863325008300
1991-09-01 51.597803937902604
1991-10-01 51.695834803894500
1991-11-01 51.832264161596000
1991-12-01 51.939338205952100
1992-01-01 52.221591455886000
1992-02-01 52.365862440188600
1992-03-01 52.516033221276100
1992-04-01 52.987181166398200
1992-05-01 53.250715022278390
1992-06-01 53.261342527120505
1992-07-01 53.504096329338500
1992-08-01 53.515271662914200
1992-09-01 53.599292089492600
1992-10-01 53.511422393308706
1992-11-01 53.648858993041900
1992-12-01 53.618387248698795
1993-01-01 53.629577908458500
1993-02-01 53.742613955274000
1993-03-01 53.792005205259900
1993-04-01 54.198714209995096
1993-05-01 54.374507050196100
1993-06-01 54.464939605624195
1993-07-01 54.700372697343290
1993-08-01 54.704823144771396
1993-09-01 54.808865488689800
1993-10-01 55.041092168240600
1993-11-01 55.163665203875595
1993-12-01 55.500439266642800
1994-01-01 55.419290677644300
1994-02-01 55.710838012756900
1994-03-01 55.669371093077494
1994-04-01 55.404858683677700
1994-05-01 55.689861035224200
1994-06-01 56.177049918997100
1994-07-01 56.297898503285800
1994-08-01 56.692616501258300
1994-09-01 56.935860374039900
1994-10-01 56.474984048766500
1994-11-01 57.079095439165290
1994-12-01 57.596064433030390
1995-01-01 57.593122868854710
1995-02-01 57.768157543691700
1995-03-01 57.950547709493800
1995-04-01 58.011195100624290
1995-05-01 57.987524932680394
1995-06-01 57.984891901649400
1995-07-01 58.008286607567300
1995-08-01 57.982459551899700
1995-09-01 58.170993700587900
1995-10-01 58.312246104615404
1995-11-01 58.305369226730500
1995-12-01 58.424507817072800
1996-01-01 58.132182331055695
1996-02-01 58.116300109930400
1996-03-01 58.335513257921500
1996-04-01 58.294287205831900
1996-05-01 58.565489936833900
1996-06-01 58.797492118237490
1996-07-01 58.416849473183900
1996-08-01 59.181162757723210
1996-09-01 59.302547829802800
1996-10-01 59.548421612329100
1996-11-01 60.043182765452100
1996-12-01 60.281442268057795
1997-01-01 60.495895287352894
1997-02-01 60.570950143418400
1997-03-01 60.517152286654500
1997-04-01 60.669794716048095
1997-05-01 60.713755359145200
1997-06-01 60.695006226853200
1997-07-01 60.909179101561700
1997-08-01 61.183006805957900
1997-09-01 60.933934466893795
1997-10-01 61.294970504640290
1997-11-01 61.490963990092900
1997-12-01 61.556180450112600
1998-01-01 61.865191015521000
1998-02-01 62.019885077461204
1998-03-01 62.305850714642000
1998-04-01 62.119275258982400
1998-05-01 62.859926057208300
1998-06-01 62.984626659838000
1998-07-01 62.302526256335106
1998-08-01 62.487873016531600
1998-09-01 62.560083484401800
1998-10-01 63.533412351562006
1998-11-01 63.535032734177705
1998-12-01 63.721838746884000
1999-01-01 63.781541751226705
1999-02-01 63.977974074174206
1999-03-01 63.599903071864990
1999-04-01 63.465858468315600
1999-05-01 63.508102347402705
1999-06-01 63.653693837665800
1999-07-01 64.008940390425790
1999-08-01 63.993206178882396
1999-09-01 64.382494953988400
1999-10-01 64.454065033756600
1999-11-01 64.669319669928400
1999-12-01 65.066048598878200
2000-01-01 65.711015671573600
2000-02-01 66.652693635462100
2000-03-01 67.092636512165200
2000-04-01 68.019905984611300
2000-05-01 68.376299368335400
2000-06-01 68.604460308275790
2000-07-01 68.006331917665600
2000-08-01 67.600275805293700
2000-09-01 67.695465063141800
2000-10-01 68.357924057960500
2000-11-01 68.676530768482200
2000-12-01 68.880632262646900
2001-01-01 69.282397650187390
2001-02-01 69.365390771591000
2001-03-01 69.498082429635290
2001-04-01 69.088079145707400
2001-05-01 68.654334714138200
2001-06-01 68.567414843554900
2001-07-01 68.230240847924500
2001-08-01 68.103495569381400
2001-09-01 67.702373289331400
2001-10-01 67.340095997650210
2001-11-01 67.040660118959100
2001-12-01 66.662975003991600
2002-01-01 65.893677468804800
2002-02-01 65.310131873809900
2002-03-01 65.229508859885300
2002-04-01 65.071064505152590
2002-05-01 65.070518109147700
2002-06-01 64.863228040522200
2002-07-01 64.663732323544900
2002-08-01 64.393059396520200
2002-09-01 64.187260894672700
2002-10-01 64.011159519318300
2002-11-01 63.784873326991610
2002-12-01 63.625706055240300
2003-01-01 64.213769802650390
2003-02-01 63.484928872316395
2003-03-01 63.273176402043200
2003-04-01 62.971153699625700
2003-05-01 62.676194298987106
2003-06-01 62.457660822328390
2003-07-01 62.282640939851400
2003-08-01 62.073513110912600
2003-09-01 61.974394728239400
2003-10-01 62.085555488415790
2003-11-01 61.844907135526110
2003-12-01 61.785545540546295
2004-01-01 61.696273091912100
2004-02-01 61.555132561432900
2004-03-01 61.811030874524405
2004-04-01 61.890653389963290
2004-05-01 61.892199848809206
2004-06-01 61.954918865580100
2004-07-01 61.882544617942800
2004-08-01 61.952191871827400
2004-09-01 61.961706919109496
2004-10-01 61.957495664151600
2004-11-01 62.011053783027805
2004-12-01 62.050017002825896
2005-01-01 61.988674595860005
2005-02-01 62.016328085976700
2005-03-01 62.156842591803700
2005-04-01 62.320052619543200
2005-05-01 62.398843009475200
2005-06-01 62.557065504766290
2005-07-01 62.775681810251100
2005-08-01 62.933576136506300
2005-09-01 63.351301351242600
2005-10-01 63.232955903369890
2005-11-01 63.381313405126200
2005-12-01 63.519120446284596
2006-01-01 63.659978621156995
2006-02-01 63.757455845083200
2006-03-01 64.011216372865100
2006-04-01 64.256837177085290
2006-05-01 64.521163388449610
2006-06-01 64.964498686473890
2006-07-01 64.967203950380000
2006-08-01 65.212475930433700
2006-09-01 65.339821145789000
2006-10-01 65.498258370582890
2006-11-01 65.746363656594300
2006-12-01 66.085567977152400
2007-01-01 65.320952618769300
2007-02-01 65.595145302191000
2007-03-01 65.878547024113290
2007-04-01 65.796268974230500
2007-05-01 66.149178426259400
2007-06-01 66.285608060708100
2007-07-01 66.249527060188210
2007-08-01 66.393810098835790
2007-09-01 66.417088671733510
2007-10-01 66.661341393421710
2007-11-01 66.721319948822800
2007-12-01 66.472605416402500
2008-01-01 66.783034304458510
2008-02-01 66.924576349689700
2008-03-01 66.935255945817900
2008-04-01 67.029271790351000
2008-05-01 67.080628972867800
2008-06-01 67.014735931402100
2008-07-01 67.029720203427600
2008-08-01 66.767600112701500
2008-09-01 66.790362120067700
2008-10-01 66.220992072128400
2008-11-01 65.903484150578400
2008-12-01 65.682263250681800
2009-01-01 65.056660309836900
2009-02-01 64.442529504339600
2009-03-01 63.662035732442504
2009-04-01 62.829071196513990
2009-05-01 62.608454133961800
2009-06-01 62.158644928176095
2009-07-01 61.723699577712710
2009-08-01 61.458645344790405
2009-09-01 61.249994691693104
2009-10-01 61.202854971549500
2009-11-01 61.111034928547106
2009-12-01 61.109720974998595
2010-01-01 61.143657911651790
2010-02-01 60.952357018715800
2010-03-01 60.965883389873600
2010-04-01 61.023126423853600
2010-05-01 61.020803328414100
2010-06-01 61.180393127626104
2010-07-01 61.304741187829400
2010-08-01 61.326530637341200
2010-09-01 61.422365393577200
2010-10-01 61.488653484634200
2010-11-01 61.516240547803200
2010-12-01 61.531295143045400
2011-01-01 61.570291843350496
2011-02-01 61.674330177014800
2011-03-01 61.869235708998700
2011-04-01 62.011771939092600
2011-05-01 62.126824809874110
2011-06-01 62.093903763466390
2011-07-01 62.182629194792796
2011-08-01 62.291346492778395
2011-09-01 62.411151623441300
2011-10-01 62.187211376043100
2011-11-01 62.221605207332004
2011-12-01 62.151830817664700
2012-01-01 62.301810201190996
2012-02-01 62.465998058718300
2012-03-01 62.750957225115100
2012-04-01 63.013095770230706
2012-05-01 63.122166245946700
2012-06-01 63.410217750876290
2012-07-01 63.581694033951500
2012-08-01 63.660827774461900
2012-09-01 63.925360667675896
2012-10-01 64.083611589667100
2012-11-01 64.112973041797700
2012-12-01 64.468915058564110
2013-01-01 64.225654412704800
2013-02-01 64.538909585239610
2013-03-01 64.733157656257200
2013-04-01 64.717776154262800
2013-05-01 64.926795734593600
2013-06-01 65.226665283876700
2013-07-01 65.081514869060900
2013-08-01 65.258644362640300
2013-09-01 65.450805995988290
2013-10-01 65.482625899891900
2013-11-01 65.702848377290500
2013-12-01 65.777231242233900
2014-01-01 66.017320351041700
2014-02-01 66.395760726570200
2014-03-01 66.508679179395300
2014-04-01 66.941493520402700
2014-05-01 67.142224150009700
2014-06-01 67.339158263542300
2014-07-01 67.688753626027210
2014-08-01 68.058811129446400
2014-09-01 68.180718259308500
2014-10-01 68.472675355005390
2014-11-01 68.789674508128500
2014-12-01 69.183506701276000
2015-01-01 69.093135474973700
2015-02-01 69.360720881670900
2015-03-01 69.394792653899000
2015-04-01 69.364873653779800
2015-05-01 69.574913706291100
2015-06-01 69.642287395535700
2015-07-01 69.780767048757400
2015-08-01 70.075401151449500
2015-09-01 70.206029076744600
2015-10-01 70.567140581012600
2015-11-01 70.680720856683300
2015-12-01 70.784333438963600
2016-01-01 70.865257608708490
2016-02-01 70.824315600634400
2016-03-01 70.879366476381900
2016-04-01 71.191454825357200
2016-05-01 71.011618898735800
2016-06-01 70.738317956754700
2016-07-01 71.071834712352000
2016-08-01 70.893756689560090
2016-09-01 71.323648095741700
2016-10-01 71.070579747522100
2016-11-01 71.177909243728700
2016-12-01 71.276653290202900
2017-01-01 71.546546115575410
2017-02-01 71.598322599643500
2017-03-01 71.869826434416100
2017-04-01 71.887360612444000
2017-05-01 71.939932238745910
2017-06-01 72.135013979597500
2017-07-01 72.158606720896000
2017-08-01 72.434723917237700
2017-09-01 72.635314200400090
2017-10-01 72.476926977382700
2017-11-01 72.385078224158790
2017-12-01 72.453694173509500
2018-01-01 72.735518908927700
2018-02-01 72.768024684130200
2018-03-01 72.953131562388000
2018-04-01 72.972458323973210
2018-05-01 73.151235443044910
2018-06-01 73.341929847534800
2018-07-01 73.466831722843100
2018-08-01 73.383239521764710
2018-09-01 73.458319899909200
2018-10-01 73.391131243142000
2018-11-01 73.488839547592700
2018-12-01 73.523895908942410
2019-01-01 73.420540598043910
2019-02-01 73.633363832049300
2019-03-01 73.533148242903410
2019-04-01 73.831499444376090
2019-05-01 74.024975736144500
2019-06-01 74.571867174736000
2019-07-01 74.898501546738090
2019-08-01 75.152025096128300
2019-09-01 75.303408600841300
2019-10-01 75.398078744381590
2019-11-01 75.674002165657700
2019-12-01 75.789632949388500
2020-01-01 75.607350355451800
2020-02-01 75.698146717871800
2020-03-01 75.727987567583910
2020-04-01 71.378054395266500
2020-05-01 71.267184549644400
2020-06-01 71.108928270670920
2020-07-01 71.267732352990500
2020-08-01 71.430037768869300
2020-09-01 71.738766254956800
2020-10-01 72.013124477021700
2020-11-01 72.058253985107700
2020-12-01 72.370904979903600
2021-01-01 72.772902510196900
2021-02-01 73.075273709157910
2021-03-01 73.329161881864500
2021-04-01 73.328366992405990
2021-05-01 73.595141353708200
2021-06-01 73.934402036511300
2021-07-01 74.316271931621200
2021-08-01 74.593322431406700
2021-09-01 74.782406963420600
2021-10-01 75.204950825246410
2021-11-01 75.732121913511100
2021-12-01 76.248090974756100
2022-01-01 76.663226514176700
2022-02-01 76.976694064484700
2022-03-01 77.457292711642710
2022-04-01 77.895504882405300
2022-05-01 77.832419812410490
2022-06-01 77.638916607460700
2022-07-01 77.847829983601090
2022-08-01 78.022531382721410
2022-09-01 78.211967497981800
2022-10-01 78.602874310383090
2022-11-01 78.713136893866500
2022-12-01 78.638259804727400
2023-01-01 78.757865342045590
2023-02-01 78.692749669855000
2023-03-01 78.783983169829700
2023-04-01 79.181841002991800
2023-05-01 79.183174830004500
2023-06-01 79.732986031988500
2023-07-01 78.766864047266800
2023-08-01 78.427724194245300
2023-09-01 78.413740553212290
2023-10-01 77.894915363799600
2023-11-01 77.706393175074300
2023-12-01 78.644418019860500
2024-01-01 77.053989924016900
2024-02-01 76.810025072089400
2024-03-01 76.312316778963700
2024-04-01 75.979939910390090
2024-05-01 75.769132105251900
2024-06-01 76.420454592391990
2024-07-01 75.370211502445600
2024-08-01 75.316667740135400
2024-09-01 74.986888466727410
2024-10-01 74.803374446415300
2024-11-01 74.508911137894710

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