Federal Reserve Economic Data

Table Data - All Employees: Trade, Transportation, and Utilities in Duluth, MN-WI (MSA)

Title All Employees: Trade, Transportation, and Utilities in Duluth, MN-WI (MSA)
Series ID DULU227TRAD
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-11-01
Last Updated 2024-12-21 6:19 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 23.094038442518396
1990-02-01 22.960527233826102
1990-03-01 23.091965843115300
1990-04-01 23.175847760594102
1990-05-01 23.293361297484900
1990-06-01 23.316939902142600
1990-07-01 23.189610775039500
1990-08-01 23.251369013026398
1990-09-01 23.147554650741700
1990-10-01 23.137493768442997
1990-11-01 23.217893939579202
1990-12-01 23.416179049643800
1991-01-01 23.305575442618604
1991-02-01 23.457243768240800
1991-03-01 23.593524761988203
1991-04-01 23.570256024425998
1991-05-01 23.601982503240400
1991-06-01 23.523708448754302
1991-07-01 23.473702021412200
1991-08-01 23.656719060357500
1991-09-01 23.745732378487500
1991-10-01 23.827667379229500
1991-11-01 23.818270082830200
1991-12-01 23.908031778682900
1992-01-01 24.225994953227897
1992-02-01 23.949173770116100
1992-03-01 23.903941273193002
1992-04-01 23.861655417109798
1992-05-01 23.924387111266200
1992-06-01 24.043165962691898
1992-07-01 24.136887067224300
1992-08-01 24.462546270820500
1992-09-01 24.235589175846000
1992-10-01 24.111363812475700
1992-11-01 23.912086592606200
1992-12-01 24.108218320601600
1993-01-01 24.542576592189000
1993-02-01 24.345145943532100
1993-03-01 24.320567946419200
1993-04-01 25.063828904071800
1993-05-01 24.551106468843700
1993-06-01 24.652404681704002
1993-07-01 24.700775491163302
1993-08-01 24.669893040592605
1993-09-01 24.623252474838600
1993-10-01 24.893738969474697
1993-11-01 24.999924468276500
1993-12-01 24.892744358791898
1994-01-01 24.961560835034398
1994-02-01 25.259083343722500
1994-03-01 25.442038376670100
1994-04-01 25.672677567526804
1994-05-01 25.470227784872900
1994-06-01 25.453992523850104
1994-07-01 25.567860626148000
1994-08-01 25.567501371666000
1994-09-01 25.732958176834195
1994-10-01 25.667486841253800
1994-11-01 25.566918967296502
1994-12-01 25.876230613971800
1995-01-01 25.791125839694400
1995-02-01 25.804539380439700
1995-03-01 25.754991638791800
1995-04-01 25.987068584455500
1995-05-01 25.968422564456200
1995-06-01 26.026938082899400
1995-07-01 26.453455950946697
1995-08-01 26.354183052110200
1995-09-01 26.449550535395698
1995-10-01 26.360025782645604
1995-11-01 26.439700872345300
1995-12-01 26.244801416680400
1996-01-01 26.637374109411800
1996-02-01 26.668443534099000
1996-03-01 26.561768817502700
1996-04-01 26.485840697582997
1996-05-01 26.533733349366898
1996-06-01 26.793020003212300
1996-07-01 26.442953326318197
1996-08-01 26.541784900981497
1996-09-01 26.684000235449000
1996-10-01 26.874168332399396
1996-11-01 26.917428209358302
1996-12-01 27.021605231494497
1997-01-01 26.983661291181303
1997-02-01 26.923479043511300
1997-03-01 26.960727038283100
1997-04-01 26.763562516840700
1997-05-01 26.782894744162697
1997-06-01 26.741269232163000
1997-07-01 26.854976143099500
1997-08-01 26.937593635966802
1997-09-01 26.818139251042105
1997-10-01 27.019047893408400
1997-11-01 27.018423397689300
1997-12-01 27.300976053233300
1998-01-01 26.821442071364498
1998-02-01 26.748046905863900
1998-03-01 26.451165923009300
1998-04-01 27.017905250531697
1998-05-01 27.421456037603303
1998-06-01 27.401796253393100
1998-07-01 26.664818935183900
1998-08-01 26.747331977043700
1998-09-01 26.676400317421997
1998-10-01 26.585189249023800
1998-11-01 26.624107708930996
1998-12-01 26.495788075022897
1999-01-01 26.540118258864897
1999-02-01 26.634321431108800
1999-03-01 26.819809989945500
1999-04-01 27.357595091094197
1999-05-01 27.171822633993397
1999-06-01 27.072210162349602
1999-07-01 27.196792750395197
1999-08-01 27.064887969054297
1999-09-01 27.227048022444702
1999-10-01 27.355116873935900
1999-11-01 27.460695861566800
1999-12-01 27.807498843999400
2000-01-01 27.325501453147000
2000-02-01 27.672149488375200
2000-03-01 27.690692683655897
2000-04-01 27.889838225661200
2000-05-01 27.734293522178803
2000-06-01 27.768264208734397
2000-07-01 27.730386386559896
2000-08-01 27.901292825434000
2000-09-01 27.970411748073000
2000-10-01 27.806447213090802
2000-11-01 27.804677068007198
2000-12-01 27.935719180446000
2001-01-01 27.483866879275602
2001-02-01 27.783466039965703
2001-03-01 28.066682474134100
2001-04-01 27.534446402817196
2001-05-01 27.521850890861103
2001-06-01 27.473370735021700
2001-07-01 27.478674554466895
2001-08-01 27.332926429354803
2001-09-01 27.182901580720400
2001-10-01 27.133945896792900
2001-11-01 27.352160640407100
2001-12-01 27.167855059589400
2002-01-01 27.343680740588603
2002-02-01 26.992416378095400
2002-03-01 27.057382809520302
2002-04-01 26.693811978033900
2002-05-01 26.623184557584700
2002-06-01 26.498947851964502
2002-07-01 26.305952274324700
2002-08-01 26.354664625245103
2002-09-01 26.179913469631100
2002-10-01 26.345427717537700
2002-11-01 26.175273868392300
2002-12-01 26.091495613052203
2003-01-01 26.418892988718600
2003-02-01 26.440865283933600
2003-03-01 26.248448911450100
2003-04-01 26.373395420194100
2003-05-01 26.237109464502602
2003-06-01 26.221287600123603
2003-07-01 26.028805774739900
2003-08-01 25.956998702699300
2003-09-01 26.360032426695900
2003-10-01 26.040992451871600
2003-11-01 25.783814229686900
2003-12-01 25.709041296550303
2004-01-01 25.710486201177100
2004-02-01 25.716546310708605
2004-03-01 25.649938018904500
2004-04-01 25.660757827064800
2004-05-01 25.747902812656196
2004-06-01 25.741876772598300
2004-07-01 25.846867213259696
2004-08-01 25.773874915764800
2004-09-01 25.831970228591900
2004-10-01 25.626067761444602
2004-11-01 25.670665573871304
2004-12-01 25.701708704726897
2005-01-01 25.612404468579697
2005-02-01 25.721567212007603
2005-03-01 25.642107215694605
2005-04-01 25.862988649293400
2005-05-01 25.761392053615104
2005-06-01 25.666952532252804
2005-07-01 25.872153680538200
2005-08-01 25.886571920077802
2005-09-01 25.699302490675997
2005-10-01 25.510914496045200
2005-11-01 25.548864365830198
2005-12-01 25.586837919034800
2006-01-01 25.512607927024200
2006-02-01 25.420248062559100
2006-03-01 25.533501401478702
2006-04-01 25.276274622029800
2006-05-01 25.472549616415400
2006-06-01 25.598252459862298
2006-07-01 25.493765646401800
2006-08-01 25.600273322230200
2006-09-01 25.476945193858498
2006-10-01 25.703902780442600
2006-11-01 25.724449090544702
2006-12-01 25.680847142506103
2007-01-01 25.601077460266400
2007-02-01 25.518056896211300
2007-03-01 25.501011996213100
2007-04-01 25.391538298994103
2007-05-01 25.378573573619498
2007-06-01 25.422720387663700
2007-07-01 25.128685184979002
2007-08-01 25.214340700389200
2007-09-01 25.377665531599497
2007-10-01 25.387331711644700
2007-11-01 25.414943351637202
2007-12-01 25.391452996743800
2008-01-01 25.277391597314700
2008-02-01 25.092788987828698
2008-03-01 25.274885521015000
2008-04-01 25.192093416410000
2008-05-01 25.181314452010300
2008-06-01 25.037445302700200
2008-07-01 25.067025924438600
2008-08-01 25.038573933824700
2008-09-01 24.984176720218603
2008-10-01 24.873723975693803
2008-11-01 24.713355064843500
2008-12-01 24.509597367178802
2009-01-01 24.456697852273300
2009-02-01 24.360858906189698
2009-03-01 24.044113661470200
2009-04-01 23.888954426428300
2009-05-01 23.881892258275700
2009-06-01 23.656500858797997
2009-07-01 23.886143218453398
2009-08-01 23.750601972634396
2009-09-01 23.699744308261298
2009-10-01 23.577526459050500
2009-11-01 23.516666117983103
2009-12-01 23.533486678652700
2010-01-01 23.636290984532700
2010-02-01 23.612765622425800
2010-03-01 23.722226230557500
2010-04-01 23.784360310787697
2010-05-01 23.689867172865000
2010-06-01 23.780443090422600
2010-07-01 23.485924421495600
2010-08-01 23.452054527085200
2010-09-01 23.412809235460300
2010-10-01 23.498330280405200
2010-11-01 23.423377414205998
2010-12-01 23.549236101014400
2011-01-01 23.517664099058900
2011-02-01 23.575468047582504
2011-03-01 23.597949298935102
2011-04-01 23.784986830397898
2011-05-01 23.700770632255896
2011-06-01 23.791955098036900
2011-07-01 23.674271886006604
2011-08-01 23.757237538332600
2011-09-01 23.840513620075303
2011-10-01 23.917498731168700
2011-11-01 24.027900178134104
2011-12-01 23.954409296902800
2012-01-01 23.892965995542200
2012-02-01 23.942178684673700
2012-03-01 23.984183376448500
2012-04-01 23.889820424968300
2012-05-01 24.015828924275603
2012-06-01 23.993993599076600
2012-07-01 24.257020873777197
2012-08-01 24.378914360174900
2012-09-01 24.255016838358898
2012-10-01 24.230470307108803
2012-11-01 24.339205160873900
2012-12-01 24.262072289059500
2013-01-01 24.363578329935500
2013-02-01 24.420483481392303
2013-03-01 24.370819329436200
2013-04-01 24.286263043240200
2013-05-01 24.218391938374200
2013-06-01 24.207643041456100
2013-07-01 24.241559440456100
2013-08-01 24.496871661416698
2013-09-01 24.370525254324104
2013-10-01 24.335557028803800
2013-11-01 24.365813225740300
2013-12-01 24.480952568520998
2014-01-01 24.425859544796500
2014-02-01 24.497905659601397
2014-03-01 24.559038128926396
2014-04-01 24.562989298525200
2014-05-01 24.813908210278502
2014-06-01 25.023459658249898
2014-07-01 25.039390199816697
2014-08-01 25.016920987409100
2014-09-01 25.085164520514700
2014-10-01 25.229013070576200
2014-11-01 25.611807524212700
2014-12-01 25.904059236773100
2015-01-01 25.289591761829800
2015-02-01 25.381318050902200
2015-03-01 25.348364415868698
2015-04-01 25.314653120033398
2015-05-01 25.294533214216298
2015-06-01 25.332257077565103
2015-07-01 25.356887651953897
2015-08-01 25.139356731529304
2015-09-01 25.218973782542700
2015-10-01 25.020592550929603
2015-11-01 24.849203454281300
2015-12-01 24.721819042993100
2016-01-01 24.860695938047800
2016-02-01 24.760105706860900
2016-03-01 24.734435325982000
2016-04-01 24.762221519705200
2016-05-01 24.679963143322396
2016-06-01 24.440521557218300
2016-07-01 24.479475646984900
2016-08-01 24.668255241849998
2016-09-01 24.648161201807200
2016-10-01 24.714793549619497
2016-11-01 24.674692476368900
2016-12-01 24.437982453480000
2017-01-01 24.732085430909800
2017-02-01 24.727906091346500
2017-03-01 24.819109961306502
2017-04-01 24.828070409564802
2017-05-01 24.766969667902103
2017-06-01 24.767610048140803
2017-07-01 24.703394620346800
2017-08-01 24.683846928213300
2017-09-01 24.576326273216700
2017-10-01 24.714663208562303
2017-11-01 24.582725153373800
2017-12-01 24.648277059722700
2018-01-01 24.403362240532104
2018-02-01 24.587304306465803
2018-03-01 24.485885644294000
2018-04-01 24.626601694862000
2018-05-01 24.673200017088900
2018-06-01 24.498982622846200
2018-07-01 24.320675136677103
2018-08-01 24.297098933133600
2018-09-01 24.200948945703600
2018-10-01 24.116342139821700
2018-11-01 24.185515163228803
2018-12-01 24.046025705659600
2019-01-01 23.975854801987000
2019-02-01 24.039436151216000
2019-03-01 24.048357344668304
2019-04-01 24.035168885028895
2019-05-01 24.091217529769803
2019-06-01 24.131478842803503
2019-07-01 24.243485059553000
2019-08-01 24.113196654869800
2019-09-01 24.225245045999800
2019-10-01 24.019761209054900
2019-11-01 24.180078011390200
2019-12-01 24.133509453712602
2020-01-01 24.152423637656398
2020-02-01 24.092395937095297
2020-03-01 23.887652641350197
2020-04-01 21.351643633155500
2020-05-01 21.632044956956200
2020-06-01 22.753223719500102
2020-07-01 22.962725633034600
2020-08-01 23.045351944315200
2020-09-01 23.144037551599197
2020-10-01 23.230496524168700
2020-11-01 23.171533954170100
2020-12-01 23.214236619250700
2021-01-01 23.330787763986102
2021-02-01 23.253472328766303
2021-03-01 23.320211520134897
2021-04-01 23.144858668397300
2021-05-01 23.272216719191400
2021-06-01 23.280466173470696
2021-07-01 23.298805194353800
2021-08-01 23.383048052304300
2021-09-01 23.263201685510600
2021-10-01 23.336437549822600
2021-11-01 23.360451301708004
2021-12-01 23.389667111383700
2022-01-01 23.415375008707600
2022-02-01 23.726287252556800
2022-03-01 23.548142739017802
2022-04-01 23.733407083234400
2022-05-01 23.608941503400900
2022-06-01 23.492440633692100
2022-07-01 23.634956695002302
2022-08-01 23.724301182371303
2022-09-01 23.989111633496600
2022-10-01 23.846914212957000
2022-11-01 23.743553510279302
2022-12-01 23.861472078326603
2023-01-01 23.910064452821302
2023-02-01 24.108090730047300
2023-03-01 24.098718460910398
2023-04-01 23.803394132712000
2023-05-01 23.931584237707800
2023-06-01 24.201241771817800
2023-07-01 24.171002443340500
2023-08-01 24.161872558616500
2023-09-01 24.307905690969300
2023-10-01 24.354966505894800
2023-11-01 24.627180403224397
2023-12-01 24.640452653766197
2024-01-01 24.609169371382297
2024-02-01 24.595248808728400
2024-03-01 24.766655681889000
2024-04-01 24.785930015539900
2024-05-01 24.746507074814000
2024-06-01 24.698652637912804
2024-07-01 24.690423058655895
2024-08-01 24.692759436299802
2024-09-01 24.717566059555000
2024-10-01 24.768578139809400
2024-11-01 24.808236454504800

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