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 2026-09-01 |
| Last Updated | 2026-10-20 9:44 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. 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 | 23.0918912931 |
| 1990-02-01 | 22.9605550090 |
| 1990-03-01 | 23.0918997549 |
| 1990-04-01 | 23.1723480694 |
| 1990-05-01 | 23.2934698764 |
| 1990-06-01 | 23.3173082861 |
| 1990-07-01 | 23.1903143610 |
| 1990-08-01 | 23.2522579216 |
| 1990-09-01 | 23.1485414252 |
| 1990-10-01 | 23.1385331697 |
| 1990-11-01 | 23.2186721509 |
| 1990-12-01 | 23.4172432812 |
| 1991-01-01 | 23.3031896110 |
| 1991-02-01 | 23.4575531040 |
| 1991-03-01 | 23.5938576366 |
| 1991-04-01 | 23.5647947839 |
| 1991-05-01 | 23.6026148339 |
| 1991-06-01 | 23.5245719737 |
| 1991-07-01 | 23.4748105995 |
| 1991-08-01 | 23.6578742488 |
| 1991-09-01 | 23.7468252017 |
| 1991-10-01 | 23.8286800102 |
| 1991-11-01 | 23.8189577314 |
| 1991-12-01 | 23.9088825492 |
| 1992-01-01 | 24.2232516564 |
| 1992-02-01 | 23.9496274733 |
| 1992-03-01 | 23.9045774592 |
| 1992-04-01 | 23.8541537074 |
| 1992-05-01 | 23.9254411138 |
| 1992-06-01 | 24.0444329674 |
| 1992-07-01 | 24.1397784837 |
| 1992-08-01 | 24.4638782106 |
| 1992-09-01 | 24.2368095834 |
| 1992-10-01 | 24.1125041327 |
| 1992-11-01 | 23.9129864402 |
| 1992-12-01 | 24.1066314416 |
| 1993-01-01 | 24.5398995735 |
| 1993-02-01 | 24.3457857361 |
| 1993-03-01 | 24.3212845053 |
| 1993-04-01 | 25.0549538848 |
| 1993-05-01 | 24.5519459523 |
| 1993-06-01 | 24.6567747079 |
| 1993-07-01 | 24.7047416645 |
| 1993-08-01 | 24.6708506472 |
| 1993-09-01 | 24.6241872057 |
| 1993-10-01 | 24.8946587970 |
| 1993-11-01 | 25.0006731703 |
| 1993-12-01 | 24.8884858795 |
| 1994-01-01 | 24.9592832898 |
| 1994-02-01 | 25.2598467182 |
| 1994-03-01 | 25.4428365481 |
| 1994-04-01 | 25.6637587256 |
| 1994-05-01 | 25.4708437773 |
| 1994-06-01 | 25.4613505827 |
| 1994-07-01 | 25.5726682785 |
| 1994-08-01 | 25.5677606312 |
| 1994-09-01 | 25.7332443705 |
| 1994-10-01 | 25.6678238650 |
| 1994-11-01 | 25.5672711357 |
| 1994-12-01 | 25.8692939609 |
| 1995-01-01 | 25.7894717280 |
| 1995-02-01 | 25.8056843839 |
| 1995-03-01 | 25.7561291483 |
| 1995-04-01 | 25.9800832618 |
| 1995-05-01 | 25.9680007849 |
| 1995-06-01 | 26.0385799737 |
| 1995-07-01 | 26.4565856372 |
| 1995-08-01 | 26.3530872454 |
| 1995-09-01 | 26.4487613470 |
| 1995-10-01 | 26.3594518732 |
| 1995-11-01 | 26.4393038882 |
| 1995-12-01 | 26.2375077672 |
| 1996-01-01 | 26.6365366887 |
| 1996-02-01 | 26.6698029663 |
| 1996-03-01 | 26.5631835527 |
| 1996-04-01 | 26.4825099699 |
| 1996-05-01 | 26.5323908976 |
| 1996-06-01 | 26.8056447620 |
| 1996-07-01 | 26.4445071033 |
| 1996-08-01 | 26.5393590237 |
| 1996-09-01 | 26.6820770913 |
| 1996-10-01 | 26.8726460163 |
| 1996-11-01 | 26.9163249508 |
| 1996-12-01 | 27.0161473461 |
| 1997-01-01 | 26.9834083126 |
| 1997-02-01 | 26.9249990677 |
| 1997-03-01 | 26.9622767482 |
| 1997-04-01 | 26.7636734581 |
| 1997-05-01 | 26.7804059354 |
| 1997-06-01 | 26.7547260083 |
| 1997-07-01 | 26.8534842264 |
| 1997-08-01 | 26.9339947993 |
| 1997-09-01 | 26.8153077503 |
| 1997-10-01 | 27.0168333528 |
| 1997-11-01 | 27.0167399137 |
| 1997-12-01 | 27.2998994516 |
| 1998-01-01 | 26.8211021647 |
| 1998-02-01 | 26.7495144364 |
| 1998-03-01 | 26.4527575500 |
| 1998-04-01 | 27.0198604284 |
| 1998-05-01 | 27.4191673893 |
| 1998-06-01 | 27.4119844606 |
| 1998-07-01 | 26.6619492041 |
| 1998-08-01 | 26.7437392201 |
| 1998-09-01 | 26.6734379680 |
| 1998-10-01 | 26.5828053224 |
| 1998-11-01 | 26.6222835863 |
| 1998-12-01 | 26.4993560725 |
| 1999-01-01 | 26.5384658583 |
| 1999-02-01 | 26.6358019528 |
| 1999-03-01 | 26.8214117311 |
| 1999-04-01 | 27.3597428203 |
| 1999-05-01 | 27.1698066745 |
| 1999-06-01 | 27.0793885130 |
| 1999-07-01 | 27.1929785340 |
| 1999-08-01 | 27.0618328527 |
| 1999-09-01 | 27.2245953795 |
| 1999-10-01 | 27.3532044439 |
| 1999-11-01 | 27.4592669234 |
| 1999-12-01 | 27.8140790376 |
| 2000-01-01 | 27.3226380696 |
| 2000-02-01 | 27.6732649164 |
| 2000-03-01 | 27.6918310338 |
| 2000-04-01 | 27.8914856422 |
| 2000-05-01 | 27.7331636168 |
| 2000-06-01 | 27.7709789077 |
| 2000-07-01 | 27.7280262913 |
| 2000-08-01 | 27.8993622541 |
| 2000-09-01 | 27.9688485257 |
| 2000-10-01 | 27.8052451297 |
| 2000-11-01 | 27.8038539665 |
| 2000-12-01 | 27.9428185626 |
| 2001-01-01 | 27.4801291415 |
| 2001-02-01 | 27.7841151299 |
| 2001-03-01 | 28.0671425613 |
| 2001-04-01 | 27.5352210296 |
| 2001-05-01 | 27.5211411590 |
| 2001-06-01 | 27.4745828791 |
| 2001-07-01 | 27.4773876627 |
| 2001-08-01 | 27.3318812530 |
| 2001-09-01 | 27.1821449310 |
| 2001-10-01 | 27.1334574544 |
| 2001-11-01 | 27.3519392351 |
| 2001-12-01 | 27.1733210211 |
| 2002-01-01 | 27.3400203178 |
| 2002-02-01 | 26.9926975643 |
| 2002-03-01 | 27.0573646217 |
| 2002-04-01 | 26.6939445537 |
| 2002-05-01 | 26.6231583907 |
| 2002-06-01 | 26.4988465565 |
| 2002-07-01 | 26.3058136286 |
| 2002-08-01 | 26.3544763602 |
| 2002-09-01 | 26.1797603601 |
| 2002-10-01 | 26.3453410900 |
| 2002-11-01 | 26.1753270388 |
| 2002-12-01 | 26.0948886354 |
| 2003-01-01 | 26.4155075669 |
| 2003-02-01 | 26.4410788641 |
| 2003-03-01 | 26.2483658771 |
| 2003-04-01 | 26.3735001910 |
| 2003-05-01 | 26.2370992865 |
| 2003-06-01 | 26.2213090526 |
| 2003-07-01 | 26.0288735220 |
| 2003-08-01 | 25.9570621926 |
| 2003-09-01 | 26.3601315874 |
| 2003-10-01 | 26.0411237279 |
| 2003-11-01 | 25.7840212073 |
| 2003-12-01 | 25.7103117633 |
| 2004-01-01 | 25.7083650334 |
| 2004-02-01 | 25.7167186396 |
| 2004-03-01 | 25.6498930145 |
| 2004-04-01 | 25.6608681911 |
| 2004-05-01 | 25.7479349219 |
| 2004-06-01 | 25.7419439636 |
| 2004-07-01 | 25.8469820273 |
| 2004-08-01 | 25.7739905334 |
| 2004-09-01 | 25.8320509059 |
| 2004-10-01 | 25.6260840158 |
| 2004-11-01 | 25.6706676176 |
| 2004-12-01 | 25.7023776065 |
| 2005-01-01 | 25.6114069430 |
| 2005-02-01 | 25.7215406946 |
| 2005-03-01 | 25.6420369781 |
| 2005-04-01 | 25.8630661689 |
| 2005-05-01 | 25.7614225417 |
| 2005-06-01 | 25.6670132534 |
| 2005-07-01 | 25.8722577573 |
| 2005-08-01 | 25.8866650971 |
| 2005-09-01 | 25.6993361429 |
| 2005-10-01 | 25.5108613686 |
| 2005-11-01 | 25.5487737761 |
| 2005-12-01 | 25.5870597307 |
| 2006-01-01 | 25.5124799343 |
| 2006-02-01 | 25.4201317969 |
| 2006-03-01 | 25.5334223038 |
| 2006-04-01 | 25.2763058535 |
| 2006-05-01 | 25.4725381738 |
| 2006-06-01 | 25.5982582730 |
| 2006-07-01 | 25.4938340587 |
| 2006-08-01 | 25.6003522461 |
| 2006-09-01 | 25.4769669303 |
| 2006-10-01 | 25.7038843323 |
| 2006-11-01 | 25.7244322713 |
| 2006-12-01 | 25.6808300378 |
| 2007-01-01 | 25.6010577169 |
| 2007-02-01 | 25.5180290722 |
| 2007-03-01 | 25.5009873666 |
| 2007-04-01 | 25.3915671000 |
| 2007-05-01 | 25.3785551843 |
| 2007-06-01 | 25.4227072396 |
| 2007-07-01 | 25.1287202612 |
| 2007-08-01 | 25.2143864195 |
| 2007-09-01 | 25.3776776179 |
| 2007-10-01 | 25.3873177428 |
| 2007-11-01 | 25.4149315219 |
| 2007-12-01 | 25.3914422703 |
| 2008-01-01 | 25.2773813814 |
| 2008-02-01 | 25.0927738106 |
| 2008-03-01 | 25.2748744501 |
| 2008-04-01 | 25.1921158047 |
| 2008-05-01 | 25.1813026931 |
| 2008-06-01 | 25.0374369617 |
| 2008-07-01 | 25.0670503580 |
| 2008-08-01 | 25.0385971525 |
| 2008-09-01 | 24.9841871919 |
| 2008-10-01 | 24.8737151237 |
| 2008-11-01 | 24.7133450700 |
| 2008-12-01 | 24.5095862010 |
| 2009-01-01 | 24.4566876555 |
| 2009-02-01 | 24.3608465171 |
| 2009-03-01 | 24.0441092769 |
| 2009-04-01 | 23.8889697523 |
| 2009-05-01 | 23.8818926131 |
| 2009-06-01 | 23.6565050156 |
| 2009-07-01 | 23.8861566063 |
| 2009-08-01 | 23.7506110752 |
| 2009-09-01 | 23.6997508828 |
| 2009-10-01 | 23.5775200255 |
| 2009-11-01 | 23.5166565129 |
| 2009-12-01 | 23.5334754064 |
| 2010-01-01 | 23.6362808672 |
| 2010-02-01 | 23.6127546602 |
| 2010-03-01 | 23.7222224342 |
| 2010-04-01 | 23.7843793199 |
| 2010-05-01 | 23.6898702478 |
| 2010-06-01 | 23.7804502833 |
| 2010-07-01 | 23.4859350770 |
| 2010-08-01 | 23.4520839827 |
| 2010-09-01 | 23.4128052805 |
| 2010-10-01 | 23.4983193946 |
| 2010-11-01 | 23.4233607901 |
| 2010-12-01 | 23.5492149180 |
| 2011-01-01 | 23.5176409276 |
| 2011-02-01 | 23.5754449249 |
| 2011-03-01 | 23.5979324001 |
| 2011-04-01 | 23.7850490081 |
| 2011-05-01 | 23.7007672303 |
| 2011-06-01 | 23.7920008582 |
| 2011-07-01 | 23.6742805594 |
| 2011-08-01 | 23.7572897500 |
| 2011-09-01 | 23.8405106142 |
| 2011-10-01 | 23.9174837337 |
| 2011-11-01 | 24.0278383093 |
| 2011-12-01 | 23.9543201512 |
| 2012-01-01 | 23.8929762957 |
| 2012-02-01 | 23.9421298081 |
| 2012-03-01 | 23.9841471239 |
| 2012-04-01 | 23.8899309677 |
| 2012-05-01 | 24.0158349620 |
| 2012-06-01 | 23.9941004559 |
| 2012-07-01 | 24.2570581015 |
| 2012-08-01 | 24.3790002937 |
| 2012-09-01 | 24.2550236697 |
| 2012-10-01 | 24.2304471639 |
| 2012-11-01 | 24.3390834785 |
| 2012-12-01 | 24.2618070287 |
| 2013-01-01 | 24.3635996837 |
| 2013-02-01 | 24.4204022824 |
| 2013-03-01 | 24.3707675441 |
| 2013-04-01 | 24.2864158275 |
| 2013-05-01 | 24.2183938911 |
| 2013-06-01 | 24.2081632631 |
| 2013-07-01 | 24.2415777531 |
| 2013-08-01 | 24.4969228330 |
| 2013-09-01 | 24.3704821292 |
| 2013-10-01 | 24.3354643246 |
| 2013-11-01 | 24.3655638332 |
| 2013-12-01 | 24.4803752342 |
| 2014-01-01 | 24.4258839878 |
| 2014-02-01 | 24.4978390637 |
| 2014-03-01 | 24.5590729817 |
| 2014-04-01 | 24.5632707656 |
| 2014-05-01 | 24.8140502754 |
| 2014-06-01 | 25.0244601914 |
| 2014-07-01 | 25.0394268740 |
| 2014-08-01 | 25.0168949193 |
| 2014-09-01 | 25.0849838654 |
| 2014-10-01 | 25.2286928821 |
| 2014-11-01 | 25.6112346656 |
| 2014-12-01 | 25.9029869320 |
| 2015-01-01 | 25.2895471559 |
| 2015-02-01 | 25.3810958228 |
| 2015-03-01 | 25.3482843660 |
| 2015-04-01 | 25.3161339470 |
| 2015-05-01 | 25.2958929047 |
| 2015-06-01 | 25.3333888430 |
| 2015-07-01 | 25.3565916597 |
| 2015-08-01 | 25.1389087422 |
| 2015-09-01 | 25.2183132248 |
| 2015-10-01 | 25.0196881751 |
| 2015-11-01 | 24.8479853180 |
| 2015-12-01 | 24.7200936196 |
| 2016-01-01 | 24.8605573853 |
| 2016-02-01 | 24.7599927722 |
| 2016-03-01 | 24.7347692098 |
| 2016-04-01 | 24.7656341766 |
| 2016-05-01 | 24.6834282885 |
| 2016-06-01 | 24.4421600493 |
| 2016-07-01 | 24.4770548786 |
| 2016-08-01 | 24.6678670364 |
| 2016-09-01 | 24.6473500753 |
| 2016-10-01 | 24.7118162977 |
| 2016-11-01 | 24.6725765781 |
| 2016-12-01 | 24.4352540401 |
| 2017-01-01 | 24.7309813565 |
| 2017-02-01 | 24.7267534222 |
| 2017-03-01 | 24.8210398568 |
| 2017-04-01 | 24.8385979363 |
| 2017-05-01 | 24.7731644798 |
| 2017-06-01 | 24.7685089410 |
| 2017-07-01 | 24.6977596686 |
| 2017-08-01 | 24.6824890011 |
| 2017-09-01 | 24.5743543325 |
| 2017-10-01 | 24.7087939018 |
| 2017-11-01 | 24.5792275311 |
| 2017-12-01 | 24.6444616241 |
| 2018-01-01 | 24.4014003040 |
| 2018-02-01 | 24.5859191593 |
| 2018-03-01 | 24.4910396747 |
| 2018-04-01 | 24.6450811253 |
| 2018-05-01 | 24.6827010867 |
| 2018-06-01 | 24.5002488323 |
| 2018-07-01 | 24.3127505943 |
| 2018-08-01 | 24.2955439150 |
| 2018-09-01 | 24.1874579585 |
| 2018-10-01 | 24.1086890920 |
| 2018-11-01 | 24.1819455615 |
| 2018-12-01 | 24.0428868911 |
| 2019-01-01 | 23.9745023310 |
| 2019-02-01 | 24.0333966411 |
| 2019-03-01 | 24.0565596886 |
| 2019-04-01 | 24.0748778115 |
| 2019-05-01 | 24.1016762880 |
| 2019-06-01 | 24.1327411007 |
| 2019-07-01 | 24.2329500289 |
| 2019-08-01 | 24.1092938153 |
| 2019-09-01 | 24.1848456238 |
| 2019-10-01 | 24.0122340666 |
| 2019-11-01 | 24.1788527304 |
| 2019-12-01 | 24.1353319015 |
| 2020-01-01 | 24.1576194574 |
| 2020-02-01 | 24.0799451371 |
| 2020-03-01 | 23.9020955730 |
| 2020-04-01 | 21.4189225992 |
| 2020-05-01 | 21.6375983385 |
| 2020-06-01 | 22.7588905897 |
| 2020-07-01 | 22.9476399392 |
| 2020-08-01 | 23.0338510240 |
| 2020-09-01 | 23.0603424878 |
| 2020-10-01 | 23.2214188841 |
| 2020-11-01 | 23.1769423666 |
| 2020-12-01 | 23.2282864951 |
| 2021-01-01 | 23.3488927674 |
| 2021-02-01 | 23.2324090489 |
| 2021-03-01 | 23.3480431786 |
| 2021-04-01 | 23.2502235325 |
| 2021-05-01 | 23.2675583784 |
| 2021-06-01 | 23.2843467513 |
| 2021-07-01 | 23.2780652210 |
| 2021-08-01 | 23.3560016213 |
| 2021-09-01 | 23.1276950054 |
| 2021-10-01 | 23.3231033182 |
| 2021-11-01 | 23.3776388428 |
| 2021-12-01 | 23.4156382401 |
| 2022-01-01 | 23.4535333234 |
| 2022-02-01 | 23.7116725666 |
| 2022-03-01 | 23.5939961299 |
| 2022-04-01 | 23.8614358584 |
| 2022-05-01 | 23.5925307051 |
| 2022-06-01 | 23.4978075381 |
| 2022-07-01 | 23.6078920251 |
| 2022-08-01 | 23.6787363070 |
| 2022-09-01 | 23.8094470557 |
| 2022-10-01 | 23.8265643800 |
| 2022-11-01 | 23.7619034397 |
| 2022-12-01 | 23.8871368792 |
| 2023-01-01 | 23.9756703656 |
| 2023-02-01 | 24.1095724533 |
| 2023-03-01 | 24.1703185076 |
| 2023-04-01 | 24.0466369051 |
| 2023-05-01 | 24.0082407476 |
| 2023-06-01 | 24.3096432814 |
| 2023-07-01 | 24.2293525243 |
| 2023-08-01 | 24.1939364409 |
| 2023-09-01 | 24.3048528233 |
| 2023-10-01 | 24.2254089694 |
| 2023-11-01 | 24.3368371295 |
| 2023-12-01 | 24.2524996565 |
| 2024-01-01 | 24.0016272002 |
| 2024-02-01 | 24.2280707697 |
| 2024-03-01 | 24.2673968357 |
| 2024-04-01 | 24.2263350677 |
| 2024-05-01 | 24.2197697609 |
| 2024-06-01 | 24.3172041696 |
| 2024-07-01 | 24.0286625134 |
| 2024-08-01 | 24.0006253570 |
| 2024-09-01 | 24.0194808757 |
| 2024-10-01 | 23.9288559581 |
| 2024-11-01 | 23.7979172948 |
| 2024-12-01 | 23.8158791200 |
| 2025-01-01 | 23.8237449301 |
| 2025-02-01 | 23.7547747686 |
| 2025-03-01 | 23.7871279249 |
| 2025-04-01 | 23.8070600074 |
| 2025-05-01 | 23.8221830398 |
| 2025-06-01 | 23.7275678779 |
| 2025-07-01 | 23.7179155808 |
| 2025-08-01 | 23.6950532519 |
| 2025-09-01 | 23.6412609030 |
| 2025-10-01 | 23.6240302821 |
| 2025-11-01 | 23.6728864213 |
| 2025-12-01 | 23.5897997396 |
| 2026-01-01 | 23.3313150043 |
| 2026-02-01 | 23.0831740262 |
| 2026-03-01 | 23.1067053276 |
| 2026-04-01 | 23.0947904285 |
| 2026-05-01 | 22.9209907495 |
| 2026-06-01 | 22.8358924515 |
| 2026-07-01 | 23.0047308818 |
| 2026-08-01 | 22.9822442465 |
| 2026-09-01 | 22.6662030824 |