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 2024-10-01
Last Updated 2024-11-20 6:48 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 52.710495369877100
1990-02-01 52.600455696909900
1990-03-01 52.434515338222200
1990-04-01 52.379765193745605
1990-05-01 53.012055126403204
1990-06-01 52.863990658363896
1990-07-01 52.214749365828396
1990-08-01 52.633823699944000
1990-09-01 52.698670136926204
1990-10-01 52.885541751377710
1990-11-01 53.116016611156100
1990-12-01 52.646544204606900
1991-01-01 51.811327955784996
1991-02-01 51.682917639625900
1991-03-01 51.529807358389600
1991-04-01 51.077487989979000
1991-05-01 51.225123144605290
1991-06-01 51.367632634989300
1991-07-01 51.318846938436790
1991-08-01 51.528372292668706
1991-09-01 51.598499248349290
1991-10-01 51.696043324169395
1991-11-01 51.832458242696895
1991-12-01 51.940627541485796
1992-01-01 52.220196650499204
1992-02-01 52.364955135749400
1992-03-01 52.515610128184500
1992-04-01 52.986256255314100
1992-05-01 53.250773210829900
1992-06-01 53.261513462211894
1992-07-01 53.504708503871100
1992-08-01 53.515704854516706
1992-09-01 53.599822252007996
1992-10-01 53.511609616975800
1992-11-01 53.649023223866390
1992-12-01 53.619190424016400
1993-01-01 53.628533147306000
1993-02-01 53.741994614525005
1993-03-01 53.791789833118200
1993-04-01 54.198097942115600
1993-05-01 54.374446112134600
1993-06-01 54.465070767112800
1993-07-01 54.700884265753200
1993-08-01 54.705106233311100
1993-09-01 54.809191755502600
1993-10-01 55.041232739958890
1993-11-01 55.163782646128794
1993-12-01 55.500818677996210
1994-01-01 55.418610022704804
1994-02-01 55.710495399549710
1994-03-01 55.669312952100110
1994-04-01 55.404535044885500
1994-05-01 55.689717280239705
1994-06-01 56.177082248709900
1994-07-01 56.298382626544890
1994-08-01 56.692693999909494
1994-09-01 56.936011915867205
1994-10-01 56.475117246296210
1994-11-01 57.079201056111000
1994-12-01 57.596119259511400
1995-01-01 57.592790774301900
1995-02-01 57.768067312928600
1995-03-01 57.950553760251890
1995-04-01 58.010902130324600
1995-05-01 57.987366493471700
1995-06-01 57.984716488843900
1995-07-01 58.008949428804290
1995-08-01 57.982381737889995
1995-09-01 58.171066517180000
1995-10-01 58.312355860350510
1995-11-01 58.305454595938100
1995-12-01 58.424571392327200
1996-01-01 58.131977403364600
1996-02-01 58.116309163059704
1996-03-01 58.335504885942300
1996-04-01 58.293964820399000
1996-05-01 58.565331436818300
1996-06-01 58.797150779465106
1996-07-01 58.417629915354205
1996-08-01 59.181026746631100
1996-09-01 59.302614522578900
1996-10-01 59.548558968707500
1996-11-01 60.043273939672100
1996-12-01 60.281506192584400
1997-01-01 60.495777680054500
1997-02-01 60.570987751899395
1997-03-01 60.517125145558600
1997-04-01 60.669371464928890
1997-05-01 60.713569761973890
1997-06-01 60.694569776405200
1997-07-01 60.910100956884100
1997-08-01 61.182850264758800
1997-09-01 60.934019624264500
1997-10-01 61.295122951565300
1997-11-01 61.491044109270106
1997-12-01 61.556221206425290
1998-01-01 61.865136910304000
1998-02-01 62.019921318560600
1998-03-01 62.305782624690195
1998-04-01 62.118848627279400
1998-05-01 62.859767948165100
1998-06-01 62.984235370176500
1998-07-01 62.303363884341600
1998-08-01 62.487702044385300
1998-09-01 62.560188984691294
1998-10-01 63.533557475245196
1998-11-01 63.535092816088294
1998-12-01 63.721867541514210
1999-01-01 63.781493100865600
1999-02-01 63.978027268855000
1999-03-01 63.599842455344000
1999-04-01 63.465457194580100
1999-05-01 63.507985705947200
1999-06-01 63.653430222154505
1999-07-01 64.009627694325900
1999-08-01 63.993064441681100
1999-09-01 64.382591134837900
1999-10-01 64.454145959675800
1999-11-01 64.669338444648100
1999-12-01 65.066055400753710
2000-01-01 65.710955864613510
2000-02-01 66.652752968282400
2000-03-01 67.092573630858100
2000-04-01 68.019629664023400
2000-05-01 68.376249856413000
2000-06-01 68.604381311144890
2000-07-01 68.006746000077600
2000-08-01 67.600174538595000
2000-09-01 67.695535397456100
2000-10-01 68.357927414911600
2000-11-01 68.676511237033210
2000-12-01 68.880626154033690
2001-01-01 69.282330885423790
2001-02-01 69.365446817854010
2001-03-01 69.498037478358800
2001-04-01 69.087949424561100
2001-05-01 68.654333301986800
2001-06-01 68.567487718615800
2001-07-01 68.230467301230700
2001-08-01 68.103396647460600
2001-09-01 67.702396242194700
2001-10-01 67.340026700912700
2001-11-01 67.040612065180910
2001-12-01 66.662967287116500
2002-01-01 65.893610965750200
2002-02-01 65.310182553766900
2002-03-01 65.229482329116500
2002-04-01 65.071077730909500
2002-05-01 65.070558677420400
2002-06-01 64.863355317300390
2002-07-01 64.663806440914100
2002-08-01 64.392958944430500
2002-09-01 64.187251312965200
2002-10-01 64.011064997377800
2002-11-01 63.784820329059200
2002-12-01 63.625704709363500
2003-01-01 64.213723361457700
2003-02-01 63.484979249499900
2003-03-01 63.273190367133600
2003-04-01 62.971196409621804
2003-05-01 62.676244744722990
2003-06-01 62.457741352883794
2003-07-01 62.282681057923206
2003-08-01 62.073449884020796
2003-09-01 61.974367935574800
2003-10-01 62.085459103834710
2003-11-01 61.844845850896995
2003-12-01 61.785510226616104
2004-01-01 61.696272977513500
2004-02-01 61.555196762841796
2004-03-01 61.811070016664400
2004-04-01 61.890702495045396
2004-05-01 61.892244500214700
2004-06-01 61.954948554631800
2004-07-01 61.882555723095400
2004-08-01 61.952172924658700
2004-09-01 61.961683832076700
2004-10-01 61.957402207526705
2004-11-01 62.010981426801200
2004-12-01 62.049931010068505
2005-01-01 61.988724543295000
2005-02-01 62.016411820848400
2005-03-01 62.156900494766205
2005-04-01 62.320094388820490
2005-05-01 62.398877037682600
2005-06-01 62.557082079126300
2005-07-01 62.775685167427504
2005-08-01 62.933552655318790
2005-09-01 63.351299349890300
2005-10-01 63.232866800209100
2005-11-01 63.381223029904900
2005-12-01 63.518965902595900
2006-01-01 63.660086559119300
2006-02-01 63.757561605600100
2006-03-01 64.011286067525600
2006-04-01 64.256881276648400
2006-05-01 64.521195723821400
2006-06-01 64.964506685954700
2006-07-01 64.967196371425800
2006-08-01 65.212443361325600
2006-09-01 65.339836345137500
2006-10-01 65.498170538679100
2006-11-01 65.746262966745900
2006-12-01 66.085376486373900
2007-01-01 65.321095369151410
2007-02-01 65.595250628947000
2007-03-01 65.878622162252910
2007-04-01 65.796316046743800
2007-05-01 66.149209106185800
2007-06-01 66.285610241266000
2007-07-01 66.249513249422800
2007-08-01 66.393773383116000
2007-09-01 66.417113587945690
2007-10-01 66.661267300039400
2007-11-01 66.721222765844900
2007-12-01 66.472400708211800
2008-01-01 66.783193643541000
2008-02-01 66.924672503450200
2008-03-01 66.935324916029800
2008-04-01 67.029313233890600
2008-05-01 67.080653421827000
2008-06-01 67.014732314164900
2008-07-01 67.029701655531600
2008-08-01 66.767566295721100
2008-09-01 66.790393676732000
2008-10-01 66.220936213229110
2008-11-01 65.903415094382300
2008-12-01 65.682092376174400
2009-01-01 65.056790086145200
2009-02-01 64.442594987671000
2009-03-01 63.662083932280290
2009-04-01 62.829100039191395
2009-05-01 62.608468969086400
2009-06-01 62.158639927162600
2009-07-01 61.723684279385700
2009-08-01 61.458622249075400
2009-09-01 61.250023943354100
2009-10-01 61.202823353695706
2009-11-01 61.110997963950900
2009-12-01 61.109603974003500
2010-01-01 61.143742912320100
2010-02-01 60.952392404103300
2010-03-01 60.965911170369104
2010-04-01 61.023143724782000
2010-05-01 61.020810569124606
2010-06-01 61.180390296127400
2010-07-01 61.304730545033400
2010-08-01 61.326517995349100
2010-09-01 61.422387091870700
2010-10-01 61.488638765861104
2010-11-01 61.516224582546700
2010-12-01 61.531226939829000
2011-01-01 61.570336879945900
2011-02-01 61.674339791109894
2011-03-01 61.869248738331300
2011-04-01 62.011782880440600
2011-05-01 62.126829114192600
2011-06-01 62.093906096576300
2011-07-01 62.182626612786706
2011-08-01 62.291343119752504
2011-09-01 62.411162569891204
2011-10-01 62.187209016404600
2011-11-01 62.221598065479405
2011-12-01 62.151775885585900
2012-01-01 62.301837596385000
2012-02-01 62.465998881616500
2012-03-01 62.750961229316900
2012-04-01 63.013102315163000
2012-05-01 63.122173459253900
2012-06-01 63.410229294001700
2012-07-01 63.581700724569906
2012-08-01 63.660834588858900
2012-09-01 63.925366930604400
2012-10-01 64.083610372907500
2012-11-01 64.112959985555210
2012-12-01 64.468847910229200
2013-01-01 64.225657207175500
2013-02-01 64.538904096328200
2013-03-01 64.733162363745010
2013-04-01 64.717805442287500
2013-05-01 64.926815247087500
2013-06-01 65.226713331981200
2013-07-01 65.081547640584600
2013-08-01 65.258659710108000
2013-09-01 65.450796462853700
2013-10-01 65.482596458347800
2013-11-01 65.702771829389400
2013-12-01 65.777092997455100
2014-01-01 66.017277184144700
2014-02-01 66.395776847203110
2014-03-01 66.508753993294900
2014-04-01 66.941622538124200
2014-05-01 67.142298463247800
2014-06-01 67.339267309783500
2014-07-01 67.688824887835210
2014-08-01 68.058820167212000
2014-09-01 68.180609070407400
2014-10-01 68.472623356494600
2014-11-01 68.789558830369200
2014-12-01 69.182864749899510
2015-01-01 69.093133052937900
2015-02-01 69.360860601795790
2015-03-01 69.395058383429100
2015-04-01 69.365239512438410
2015-05-01 69.575183158272110
2015-06-01 69.642550219507600
2015-07-01 69.780766619840400
2015-08-01 70.075399283304600
2015-09-01 70.205757002985300
2015-10-01 70.566937344108300
2015-11-01 70.680383931845410
2015-12-01 70.782852927648700
2016-01-01 70.865507427152990
2016-02-01 70.824051146771400
2016-03-01 70.881082718505910
2016-04-01 71.191519281737300
2016-05-01 71.013003429492500
2016-06-01 70.738472551857300
2016-07-01 71.071558150369300
2016-08-01 70.893502661975090
2016-09-01 71.322986327801900
2016-10-01 71.070013988726300
2016-11-01 71.177242628199100
2016-12-01 71.274420800486710
2017-01-01 71.547229914432000
2017-02-01 71.597831166944200
2017-03-01 71.873105176290990
2017-04-01 71.887587322961510
2017-05-01 71.942737784059000
2017-06-01 72.135013547383000
2017-07-01 72.157931881171210
2017-08-01 72.433882017022100
2017-09-01 72.633615488700580
2017-10-01 72.475010368024200
2017-11-01 72.383147000258900
2017-12-01 72.450536318961600
2018-01-01 72.736374176742090
2018-02-01 72.768358698114200
2018-03-01 72.961355088745900
2018-04-01 72.974833405110700
2018-05-01 73.156545855493700
2018-06-01 73.341387103801300
2018-07-01 73.464495752089300
2018-08-01 73.380181948822400
2018-09-01 73.449295112668710
2018-10-01 73.387230636283200
2018-11-01 73.485029546356500
2018-12-01 73.520009805588700
2019-01-01 73.422876326151410
2019-02-01 73.638887128407790
2019-03-01 73.549265186347580
2019-04-01 73.841327518499300
2019-05-01 74.036595257153000
2019-06-01 74.565626000984900
2019-07-01 74.891356279265080
2019-08-01 75.141693070821200
2019-09-01 75.281983446040100
2019-10-01 75.389014249714590
2019-11-01 75.666584663463910
2019-12-01 75.785313443546200
2020-01-01 75.614023710256400
2020-02-01 75.713491997797590
2020-03-01 75.758235082102800
2020-04-01 71.402075857131300
2020-05-01 71.302671370090510
2020-06-01 71.087332080207300
2020-07-01 71.239215541385290
2020-08-01 71.405882608646590
2020-09-01 71.700174670425080
2020-10-01 71.999058967534800
2020-11-01 72.050140230193010
2020-12-01 72.370969683748410
2021-01-01 72.789287066997090
2021-02-01 73.105939257563200
2021-03-01 73.375244119056700
2021-04-01 73.373764057396000
2021-05-01 73.657144557050800
2021-06-01 73.888416817952800
2021-07-01 74.253330923745410
2021-08-01 74.552667486553590
2021-09-01 74.710598961452800
2021-10-01 75.190483720343100
2021-11-01 75.725570275778710
2021-12-01 76.256749361478600
2022-01-01 76.695963457384300
2022-02-01 77.030153475659290
2022-03-01 77.526789100035910
2022-04-01 77.965923997304910
2022-05-01 77.922685409520210
2022-06-01 77.563615643795200
2022-07-01 77.739532002440910
2022-08-01 77.959537555354800
2022-09-01 78.101484653437700
2022-10-01 78.594225422479500
2022-11-01 78.712195834200410
2022-12-01 78.658878919977300
2023-01-01 78.809573264695700
2023-02-01 78.769536713547200
2023-03-01 78.872903444527410
2023-04-01 79.271854473964210
2023-05-01 79.286121544149900
2023-06-01 79.631287205079500
2023-07-01 78.623369332332700
2023-08-01 78.347614177064000
2023-09-01 78.271985987438300
2023-10-01 77.895829355469400
2023-11-01 77.711647941633200
2023-12-01 78.675118649998100
2024-01-01 77.119398150648590
2024-02-01 76.900827971140090
2024-03-01 76.410973747413410
2024-04-01 76.077502467547290
2024-05-01 75.879673694809580
2024-06-01 76.305282396265200
2024-07-01 75.205216198839790
2024-08-01 75.225250470255800
2024-09-01 74.836669817543710
2024-10-01 74.313338393625910

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