NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. 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 2024-03-01 Last Updated: 2024-04-20 6:10 AM CDT 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/DULU227TRADN). 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 23.094034749545802 1990-02-01 22.960528673344303 1990-03-01 23.091964070424105 1990-04-01 23.175779079480700 1990-05-01 23.293359721873998 1990-06-01 23.316941738620800 1990-07-01 23.189615367726198 1990-08-01 23.251379591966700 1990-09-01 23.147567158575500 1990-10-01 23.137508373994700 1990-11-01 23.217909209214300 1990-12-01 23.416196929435300 1991-01-01 23.305569366838800 1991-02-01 23.457251675182200 1991-03-01 23.593530793399502 1991-04-01 23.570155285551300 1991-05-01 23.601988196572600 1991-06-01 23.523715810844700 1991-07-01 23.473710343062898 1991-08-01 23.656731297565997 1991-09-01 23.745745516381500 1991-10-01 23.827682520238298 1991-11-01 23.818286265482000 1991-12-01 23.908050422923303 1992-01-01 24.225986904756500 1992-02-01 23.949187993315700 1992-03-01 23.903954291673397 1992-04-01 23.861520870390603 1992-05-01 23.924397563735000 1992-06-01 24.043176160180998 1992-07-01 24.136909039115800 1992-08-01 24.462558789145300 1992-09-01 24.235602840755600 1992-10-01 24.111379355031400 1992-11-01 23.912102740217800 1992-12-01 24.108234938522000 1993-01-01 24.542567079731900 1993-02-01 24.345163563344100 1993-03-01 24.320585178430500 1993-04-01 25.063681191317100 1993-05-01 24.551122724835100 1993-06-01 24.652392915211703 1993-07-01 24.700815807092900 1993-08-01 24.669910080807700 1993-09-01 24.623269530623800 1993-10-01 24.893755999800000 1993-11-01 24.999940019860100 1993-12-01 24.892756767351000 1994-01-01 24.961550403938400 1994-02-01 25.259099893990896 1994-03-01 25.442055337737397 1994-04-01 25.672530869448300 1994-05-01 25.470246552359700 1994-06-01 25.453956696325804 1994-07-01 25.567918561988300 1994-08-01 25.567523545750102 1994-09-01 25.732980278998898 1994-10-01 25.667507370712700 1994-11-01 25.566934738259395 1994-12-01 25.876235800025803 1995-01-01 25.791113911194100 1995-02-01 25.804549795816400 1995-03-01 25.754997592190104 1995-04-01 25.986932249658103 1995-05-01 25.968472845109000 1995-06-01 26.026844326155600 1995-07-01 26.453534690848898 1995-08-01 26.354219400012300 1995-09-01 26.449581308335000 1995-10-01 26.360049246971602 1995-11-01 26.439714979509397 1995-12-01 26.244797808481900 1996-01-01 26.637359980846100 1996-02-01 26.668441157877100 1996-03-01 26.561756203793998 1996-04-01 26.485731017632500 1996-05-01 26.533806035540200 1996-06-01 26.792887867231602 1996-07-01 26.443045813632600 1996-08-01 26.541830936526400 1996-09-01 26.684037208326600 1996-10-01 26.874194534509396 1996-11-01 26.917441770531997 1996-12-01 27.021586972912900 1997-01-01 26.983647717429600 1997-02-01 26.923465168610896 1997-03-01 26.960697281616802 1997-04-01 26.763481696318397 1997-05-01 26.782992959650603 1997-06-01 26.741101796317395 1997-07-01 26.855072158245800 1997-08-01 26.937649951077700 1997-09-01 26.818180898921398 1997-10-01 27.019074367620302 1997-11-01 27.018435338509900 1997-12-01 27.300948057830702 1998-01-01 26.821428826524200 1998-02-01 26.748026298332700 1998-03-01 26.451128448222800 1998-04-01 27.017843506431603 1998-05-01 27.421549209593500 1998-06-01 27.401652597734800 1998-07-01 26.664899266562300 1998-08-01 26.747385593443603 1998-09-01 26.676439557816700 1998-10-01 26.585214059189300 1998-11-01 26.624118823855400 1998-12-01 26.495754357666502 1999-01-01 26.540108860837602 1999-02-01 26.634302049693797 1999-03-01 26.819772407514100 1999-04-01 27.357534964678504 1999-05-01 27.171916195694400 1999-06-01 27.072092758547804 1999-07-01 27.196856724599300 1999-08-01 27.064936063546300 1999-09-01 27.227081145992800 1999-10-01 27.355135581311103 1999-11-01 27.460703134839300 1999-12-01 27.807466599060900 2000-01-01 27.325495937419400 2000-02-01 27.672133101280302 2000-03-01 27.690661587949600 2000-04-01 27.889794789311800 2000-05-01 27.734353503276896 2000-06-01 27.768202590514697 2000-07-01 27.730427542416500 2000-08-01 27.901324075980000 2000-09-01 27.970433715933698 2000-10-01 27.806459441539896 2000-11-01 27.804681652593104 2000-12-01 27.935688831705900 2001-01-01 27.483868513096400 2001-02-01 27.783455682045100 2001-03-01 28.066662115005002 2001-04-01 27.534423910306696 2001-05-01 27.521881766502200 2001-06-01 27.473341605216103 2001-07-01 27.478697106188900 2001-08-01 27.332943920873298 2001-09-01 27.182913907997500 2001-10-01 27.133951958460496 2001-11-01 27.352162378308503 2001-12-01 27.167833158864102 2002-01-01 27.343685309931697 2002-02-01 26.992411146303200 2002-03-01 27.057372747388897 2002-04-01 26.693809196800604 2002-05-01 26.623185028475900 2002-06-01 26.498950520582700 2002-07-01 26.305956525408803 2002-08-01 26.354669686104300 2002-09-01 26.179918304386300 2002-10-01 26.345430602733497 2002-11-01 26.175274913512200 2002-12-01 26.091482651295000 2003-01-01 26.418899276662200 2003-02-01 26.440863769128800 2003-03-01 26.248443355858100 2003-04-01 26.373395295940800 2003-05-01 26.237110141036800 2003-06-01 26.221288710244103 2003-07-01 26.028807152885700 2003-08-01 25.957000404243697 2003-09-01 26.360034037066697 2003-10-01 26.040992967143000 2003-11-01 25.783814228653398 2003-12-01 25.709035776814900 2004-01-01 25.710489824838700 2004-02-01 25.716546121776300 2004-03-01 25.649935546046400 2004-04-01 25.660758273299304 2004-05-01 25.747903280866606 2004-06-01 25.741877145238500 2004-07-01 25.846867524045200 2004-08-01 25.773875492584896 2004-09-01 25.831970930358896 2004-10-01 25.626067844399200 2004-11-01 25.670665662504100 2004-12-01 25.701705340991000 2005-01-01 25.612406283624303 2005-02-01 25.721567312541104 2005-03-01 25.642106723255402 2005-04-01 25.862988864817400 2005-05-01 25.761392183564702 2005-06-01 25.666952593638000 2005-07-01 25.872153738996200 2005-08-01 25.886572290023800 2005-09-01 25.699302968559998 2005-10-01 25.510914567889500 2005-11-01 25.548864483312503 2005-12-01 25.586836333950800 2006-01-01 25.512608073281600 2006-02-01 25.420248165875100 2006-03-01 25.533501497590198 2006-04-01 25.276274778551700 2006-05-01 25.472549676333198 2006-06-01 25.598252521361900 2006-07-01 25.493765656739000 2006-08-01 25.600273581912198 2006-09-01 25.476945396932003 2006-10-01 25.703902677354804 2006-11-01 25.724448950369100 2006-12-01 25.680846981521896 2007-01-01 25.601077310607902 2007-02-01 25.518056762396803 2007-03-01 25.501011954211002 2007-04-01 25.391538362711500 2007-05-01 25.378573584795298 2007-06-01 25.422720615376300 2007-07-01 25.128685211405200 2007-08-01 25.214340869103196 2007-09-01 25.377665613719600 2007-10-01 25.387331684163900 2007-11-01 25.414943308390900 2007-12-01 25.391452916876100 2008-01-01 25.277391480499897 2008-02-01 25.092788808859800 2008-03-01 25.274885368642696 2008-04-01 25.192093258118100 2008-05-01 25.181314402543997 2008-06-01 25.037445744598700 2008-07-01 25.067026077865897 2008-08-01 25.038574171887603 2008-09-01 24.984176925113100 2008-10-01 24.873724045096000 2008-11-01 24.713355027658100 2008-12-01 24.509597173609900 2009-01-01 24.456697532431100 2009-02-01 24.360858451763500 2009-03-01 24.044113220951400 2009-04-01 23.888953963372003 2009-05-01 23.881892178232800 2009-06-01 23.656502157137798 2009-07-01 23.886143653558502 2009-08-01 23.750602937634900 2009-09-01 23.699744608204900 2009-10-01 23.577526405958600 2009-11-01 23.516665717247502 2009-12-01 23.533485958047000 2010-01-01 23.636290155060397 2010-02-01 23.612764692090202 2010-03-01 23.722225424199300 2010-04-01 23.784359653174896 2010-05-01 23.689867105280900 2010-06-01 23.780444952728000 2010-07-01 23.485924725627400 2010-08-01 23.452060791268700 2010-09-01 23.412808866823300 2010-10-01 23.498329256215700 2010-11-01 23.423375803689300 2010-12-01 23.549233867450500 2011-01-01 23.517661455567400 2011-02-01 23.575465298833700 2011-03-01 23.597946752340498 2011-04-01 23.784989290508700 2011-05-01 23.700769334642300 2011-06-01 23.791962656268700 2011-07-01 23.674271703306800 2011-08-01 23.757249115413604 2011-09-01 23.840512851310200 2011-10-01 23.917497058373606 2011-11-01 24.027893426850400 2011-12-01 23.954402533405700 2012-01-01 23.892962978410600 2012-02-01 23.942173396516300 2012-03-01 23.984178803878300 2012-04-01 23.889826592228400 2012-05-01 24.015828010575298 2012-06-01 23.994008834001605 2012-07-01 24.257023595496396 2012-08-01 24.378933830784000 2012-09-01 24.255017551040000 2012-10-01 24.230467797270304 2012-11-01 24.339189996681900 2012-12-01 24.262048730183000 2013-01-01 24.363568532642898 2013-02-01 24.420472382352900 2013-03-01 24.370813254048000 2013-04-01 24.286276239620104 2013-05-01 24.218395600040303 2013-06-01 24.207703070872500 2013-07-01 24.241565845076300 2013-08-01 24.496891668511300 2013-09-01 24.370522066880300 2013-10-01 24.335544723217396 2013-11-01 24.365774734710000 2013-12-01 24.480891231408800 2014-01-01 24.425827265062104 2014-02-01 24.497882636012000 2014-03-01 24.559040235331203 2014-04-01 24.563035594183102 2014-05-01 24.813964454661498 2014-06-01 25.023609187924300 2014-07-01 25.039436048405700 2014-08-01 25.016945793268300 2014-09-01 25.085122756796700 2014-10-01 25.228913176686600 2014-11-01 25.611642424621202 2014-12-01 25.903867515083300 2015-01-01 25.289487631932396 2015-02-01 25.381297993370400 2015-03-01 25.348422617103200 2015-04-01 25.314866352623000 2015-05-01 25.295113805332605 2015-06-01 25.332476641899000 2015-07-01 25.356898788156200 2015-08-01 25.139258529746500 2015-09-01 25.218732929338604 2015-10-01 25.020210720048198 2015-11-01 24.848731815561600 2015-12-01 24.721391436815700 2016-01-01 24.860525274308000 2016-02-01 24.760219279456300 2016-03-01 24.734753830372500 2016-04-01 24.762829983681698 2016-05-01 24.681272411963200 2016-06-01 24.440905421477300 2016-07-01 24.479375101559800 2016-08-01 24.668211863072700 2016-09-01 24.647971735765400 2016-10-01 24.713205968773200 2016-11-01 24.673837660393602 2016-12-01 24.437046326843400 2017-01-01 24.731275715012398 2017-02-01 24.727315980107800 2017-03-01 24.820061289938900 2017-04-01 24.832736435394303 2017-05-01 24.768339578309200 2017-06-01 24.767295191356602 2017-07-01 24.702749020113000 2017-08-01 24.683761655756000 2017-09-01 24.576246137413502 2017-10-01 24.711940379756303 2017-11-01 24.581398166858897 2017-12-01 24.646520131086900 2018-01-01 24.401574076448696 2018-02-01 24.585873719608497 2018-03-01 24.487658105853100 2018-04-01 24.635685817109398 2018-05-01 24.674642327034196 2018-06-01 24.498171680867000 2018-07-01 24.319373811848300 2018-08-01 24.296924453522500 2018-09-01 24.201248390491400 2018-10-01 24.112739101825900 2018-11-01 24.184156790801396 2018-12-01 24.044403117755397 2019-01-01 23.974330880732400 2019-02-01 24.027565119041600 2019-03-01 24.051782765452600 2019-04-01 24.058504948587800 2019-05-01 24.092342023683200 2019-06-01 24.127207233517400 2019-07-01 24.240663813054900 2019-08-01 24.111965125733700 2019-09-01 24.224643841144700 2019-10-01 24.016487386750000 2019-11-01 24.179682955293497 2019-12-01 24.133729211997300 2020-01-01 24.153330075070000 2020-02-01 24.062892431786800 2020-03-01 23.892028624556500 2020-04-01 21.397609894142400 2020-05-01 21.632225904057897 2020-06-01 22.744494939060196 2020-07-01 22.956496384257400 2020-08-01 23.040524254907304 2020-09-01 23.139654777085600 2020-10-01 23.224885303293100 2020-11-01 23.181024744961500 2020-12-01 23.215250352462803 2021-01-01 23.334273639030900 2021-02-01 23.201243874351400 2021-03-01 23.330118300781802 2021-04-01 23.222753201153000 2021-05-01 23.269211548313102 2021-06-01 23.265950221271300 2021-07-01 23.284562045594200 2021-08-01 23.368850597101897 2021-09-01 23.249552164906300 2021-10-01 23.331328168886500 2021-11-01 23.384020577196303 2021-12-01 23.393485450813102 2022-01-01 23.422094514919600 2022-02-01 23.661199355601300 2022-03-01 23.559299107088300 2022-04-01 23.837322908096300 2022-05-01 23.606121514597998 2022-06-01 23.472880907741800 2022-07-01 23.610687385327200 2022-08-01 23.696788851810304 2022-09-01 23.965961724836603 2022-10-01 23.839655544132300 2022-11-01 23.784510860130300 2022-12-01 23.868575228981500 2023-01-01 23.920353734569602 2023-02-01 24.033016105700803 2023-03-01 24.112352350325104 2023-04-01 23.931928466690300 2023-05-01 23.929090529163698 2023-06-01 24.176552621631398 2023-07-01 24.135745272511300 2023-08-01 24.118609637486202 2023-09-01 24.276150134366700 2023-10-01 24.347539609011303 2023-11-01 24.681389926495700 2023-12-01 24.652962225025700 2024-01-01 24.623407574188400 2024-02-01 24.519363936542600 2024-03-01 24.777911289090100