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 2026-08-01 |
| Last Updated | 2026-09-18 12:11 PM 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 | 23.0918927598 |
| 1990-02-01 | 22.9605538523 |
| 1990-03-01 | 23.0919010397 |
| 1990-04-01 | 23.1724006307 |
| 1990-05-01 | 23.2934715744 |
| 1990-06-01 | 23.3173076830 |
| 1990-07-01 | 23.1903111289 |
| 1990-08-01 | 23.2522507886 |
| 1990-09-01 | 23.1485328308 |
| 1990-10-01 | 23.1385230533 |
| 1990-11-01 | 23.2186616177 |
| 1990-12-01 | 23.4172262805 |
| 1991-01-01 | 23.3031917679 |
| 1991-02-01 | 23.4575476466 |
| 1991-03-01 | 23.5938533251 |
| 1991-04-01 | 23.5648708778 |
| 1991-05-01 | 23.6026107791 |
| 1991-06-01 | 23.5245668403 |
| 1991-07-01 | 23.4748043562 |
| 1991-08-01 | 23.6578657302 |
| 1991-09-01 | 23.7468161600 |
| 1991-10-01 | 23.8286697484 |
| 1991-11-01 | 23.8189470813 |
| 1991-12-01 | 23.9088667764 |
| 1992-01-01 | 24.2232551503 |
| 1992-02-01 | 23.9496183861 |
| 1992-03-01 | 23.9045679606 |
| 1992-04-01 | 23.8542530433 |
| 1992-05-01 | 23.9254301416 |
| 1992-06-01 | 24.0444214622 |
| 1992-07-01 | 24.1397711898 |
| 1992-08-01 | 24.4638667275 |
| 1992-09-01 | 24.2367989898 |
| 1992-10-01 | 24.1124936819 |
| 1992-11-01 | 23.9129761302 |
| 1992-12-01 | 24.1066200874 |
| 1993-01-01 | 24.5399048577 |
| 1993-02-01 | 24.3457759527 |
| 1993-03-01 | 24.3212740871 |
| 1993-04-01 | 25.0550656075 |
| 1993-05-01 | 24.5519351153 |
| 1993-06-01 | 24.6567356433 |
| 1993-07-01 | 24.7047399695 |
| 1993-08-01 | 24.6708415768 |
| 1993-09-01 | 24.6241790695 |
| 1993-10-01 | 24.8946511720 |
| 1993-11-01 | 25.0006657142 |
| 1993-12-01 | 24.8884798886 |
| 1994-01-01 | 24.9592889798 |
| 1994-02-01 | 25.2598361623 |
| 1994-03-01 | 25.4428247645 |
| 1994-04-01 | 25.6638693969 |
| 1994-05-01 | 25.4708330971 |
| 1994-06-01 | 25.4612849361 |
| 1994-07-01 | 25.5726743136 |
| 1994-08-01 | 25.5677570321 |
| 1994-09-01 | 25.7332422025 |
| 1994-10-01 | 25.6678230568 |
| 1994-11-01 | 25.5672697539 |
| 1994-12-01 | 25.8692936037 |
| 1995-01-01 | 25.7894777568 |
| 1995-02-01 | 25.8056724390 |
| 1995-03-01 | 25.7561136859 |
| 1995-04-01 | 25.9801636759 |
| 1995-05-01 | 25.9680126668 |
| 1995-06-01 | 26.0384684790 |
| 1995-07-01 | 26.4566119055 |
| 1995-08-01 | 26.3530992680 |
| 1995-09-01 | 26.4487705169 |
| 1995-10-01 | 26.3594596446 |
| 1995-11-01 | 26.4393091705 |
| 1995-12-01 | 26.2375096946 |
| 1996-01-01 | 26.6365392499 |
| 1996-02-01 | 26.6697890965 |
| 1996-03-01 | 26.5631640426 |
| 1996-04-01 | 26.4825411148 |
| 1996-05-01 | 26.5324237048 |
| 1996-06-01 | 26.8055139524 |
| 1996-07-01 | 26.4445517507 |
| 1996-08-01 | 26.5393852544 |
| 1996-09-01 | 26.6820971401 |
| 1996-10-01 | 26.8726618321 |
| 1996-11-01 | 26.9163356569 |
| 1996-12-01 | 27.0161454330 |
| 1997-01-01 | 26.9834078176 |
| 1997-02-01 | 26.9249831338 |
| 1997-03-01 | 26.9622540674 |
| 1997-04-01 | 26.7636575060 |
| 1997-05-01 | 26.7804628237 |
| 1997-06-01 | 26.7545790215 |
| 1997-07-01 | 26.8535454094 |
| 1997-08-01 | 26.9340355380 |
| 1997-09-01 | 26.8153373337 |
| 1997-10-01 | 27.0168538518 |
| 1997-11-01 | 27.0167524206 |
| 1997-12-01 | 27.2998900128 |
| 1998-01-01 | 26.8210979564 |
| 1998-02-01 | 26.7494954652 |
| 1998-03-01 | 26.4527311192 |
| 1998-04-01 | 27.0198238699 |
| 1998-05-01 | 27.4192226710 |
| 1998-06-01 | 27.4118656293 |
| 1998-07-01 | 26.6620071367 |
| 1998-08-01 | 26.7437813474 |
| 1998-09-01 | 26.6734692547 |
| 1998-10-01 | 26.5828265969 |
| 1998-11-01 | 26.6222956145 |
| 1998-12-01 | 26.4993388850 |
| 1999-01-01 | 26.5384636959 |
| 1999-02-01 | 26.6357812017 |
| 1999-03-01 | 26.8213821065 |
| 1999-04-01 | 27.3597041884 |
| 1999-05-01 | 27.1698596619 |
| 1999-06-01 | 27.0792955200 |
| 1999-07-01 | 27.1930293596 |
| 1999-08-01 | 27.0618714169 |
| 1999-09-01 | 27.2246226652 |
| 1999-10-01 | 27.3532212230 |
| 1999-11-01 | 27.4592751801 |
| 1999-12-01 | 27.8140581068 |
| 2000-01-01 | 27.3226377561 |
| 2000-02-01 | 27.6732473876 |
| 2000-03-01 | 27.6918056560 |
| 2000-04-01 | 27.8914568486 |
| 2000-05-01 | 27.7331958847 |
| 2000-06-01 | 27.7709335625 |
| 2000-07-01 | 27.7280586233 |
| 2000-08-01 | 27.8993872495 |
| 2000-09-01 | 27.9688665537 |
| 2000-10-01 | 27.8052558585 |
| 2000-11-01 | 27.8038585687 |
| 2000-12-01 | 27.9427973004 |
| 2001-01-01 | 27.4801332833 |
| 2001-02-01 | 27.7841040619 |
| 2001-03-01 | 28.0671259641 |
| 2001-04-01 | 27.5352061454 |
| 2001-05-01 | 27.5211577886 |
| 2001-06-01 | 27.4745614857 |
| 2001-07-01 | 27.4774054464 |
| 2001-08-01 | 27.3318952632 |
| 2001-09-01 | 27.1821549245 |
| 2001-10-01 | 27.1334626226 |
| 2001-11-01 | 27.3519407230 |
| 2001-12-01 | 27.1733047031 |
| 2002-01-01 | 27.3400257956 |
| 2002-02-01 | 26.9926926615 |
| 2002-03-01 | 27.0573565230 |
| 2002-04-01 | 26.6939423449 |
| 2002-05-01 | 26.6231579057 |
| 2002-06-01 | 26.4988480587 |
| 2002-07-01 | 26.3058166525 |
| 2002-08-01 | 26.3544802073 |
| 2002-09-01 | 26.1797641312 |
| 2002-10-01 | 26.3453433514 |
| 2002-11-01 | 26.1753277552 |
| 2002-12-01 | 26.0948787622 |
| 2003-01-01 | 26.4155144213 |
| 2003-02-01 | 26.4410772772 |
| 2003-03-01 | 26.2483616417 |
| 2003-04-01 | 26.3734996728 |
| 2003-05-01 | 26.2370994787 |
| 2003-06-01 | 26.2213096530 |
| 2003-07-01 | 26.0288744068 |
| 2003-08-01 | 25.9570633617 |
| 2003-09-01 | 26.3601327495 |
| 2003-10-01 | 26.0411240860 |
| 2003-11-01 | 25.7840211462 |
| 2003-12-01 | 25.7103072829 |
| 2004-01-01 | 25.7083692720 |
| 2004-02-01 | 25.7167183485 |
| 2004-03-01 | 25.6498911904 |
| 2004-04-01 | 25.6608683145 |
| 2004-05-01 | 25.7479351210 |
| 2004-06-01 | 25.7419440948 |
| 2004-07-01 | 25.8469821244 |
| 2004-08-01 | 25.7739908312 |
| 2004-09-01 | 25.8320513697 |
| 2004-10-01 | 25.6260840712 |
| 2004-11-01 | 25.6706676995 |
| 2004-12-01 | 25.7023749575 |
| 2005-01-01 | 25.6114089872 |
| 2005-02-01 | 25.7215407876 |
| 2005-03-01 | 25.6420365940 |
| 2005-04-01 | 25.8630662248 |
| 2005-05-01 | 25.7614225681 |
| 2005-06-01 | 25.6670132186 |
| 2005-07-01 | 25.8722577198 |
| 2005-08-01 | 25.8866652865 |
| 2005-09-01 | 25.6993364735 |
| 2005-10-01 | 25.5108614573 |
| 2005-11-01 | 25.5487739248 |
| 2005-12-01 | 25.5870585458 |
| 2006-01-01 | 25.5124801322 |
| 2006-02-01 | 25.4201319584 |
| 2006-03-01 | 25.5334224221 |
| 2006-04-01 | 25.2763059252 |
| 2006-05-01 | 25.4725382067 |
| 2006-06-01 | 25.5982582545 |
| 2006-07-01 | 25.4938340128 |
| 2006-08-01 | 25.6003523689 |
| 2006-09-01 | 25.4769670621 |
| 2006-10-01 | 25.7038842762 |
| 2006-11-01 | 25.7244321925 |
| 2006-12-01 | 25.6808299559 |
| 2007-01-01 | 25.6010576556 |
| 2007-02-01 | 25.5180290396 |
| 2007-03-01 | 25.5009873861 |
| 2007-04-01 | 25.3915671474 |
| 2007-05-01 | 25.3785552244 |
| 2007-06-01 | 25.4227072027 |
| 2007-07-01 | 25.1287202524 |
| 2007-08-01 | 25.2143865059 |
| 2007-09-01 | 25.3776776506 |
| 2007-10-01 | 25.3873177212 |
| 2007-11-01 | 25.4149314928 |
| 2007-12-01 | 25.3914422424 |
| 2008-01-01 | 25.2773813646 |
| 2008-02-01 | 25.0927738083 |
| 2008-03-01 | 25.2748744809 |
| 2008-04-01 | 25.1921158223 |
| 2008-05-01 | 25.1813027288 |
| 2008-06-01 | 25.0374368668 |
| 2008-07-01 | 25.0670503373 |
| 2008-08-01 | 25.0385971738 |
| 2008-09-01 | 24.9841871960 |
| 2008-10-01 | 24.8737151087 |
| 2008-11-01 | 24.7133450705 |
| 2008-12-01 | 24.5095862184 |
| 2009-01-01 | 24.4566876864 |
| 2009-02-01 | 24.3608465607 |
| 2009-03-01 | 24.0441093442 |
| 2009-04-01 | 23.8889697610 |
| 2009-05-01 | 23.8818926497 |
| 2009-06-01 | 23.6565048729 |
| 2009-07-01 | 23.8861565669 |
| 2009-08-01 | 23.7506109231 |
| 2009-09-01 | 23.6997508626 |
| 2009-10-01 | 23.5775200310 |
| 2009-11-01 | 23.5166565648 |
| 2009-12-01 | 23.5334754897 |
| 2010-01-01 | 23.6362809527 |
| 2010-02-01 | 23.6127547575 |
| 2010-03-01 | 23.7222225429 |
| 2010-04-01 | 23.7843793262 |
| 2010-05-01 | 23.6898703138 |
| 2010-06-01 | 23.7804502040 |
| 2010-07-01 | 23.4859351313 |
| 2010-08-01 | 23.4520830373 |
| 2010-09-01 | 23.4128053618 |
| 2010-10-01 | 23.4983195261 |
| 2010-11-01 | 23.4233609746 |
| 2010-12-01 | 23.5492151274 |
| 2011-01-01 | 23.5176411442 |
| 2011-02-01 | 23.5754451634 |
| 2011-03-01 | 23.5979326583 |
| 2011-04-01 | 23.7850484873 |
| 2011-05-01 | 23.7007674596 |
| 2011-06-01 | 23.7920008776 |
| 2011-07-01 | 23.6742807847 |
| 2011-08-01 | 23.7572880210 |
| 2011-09-01 | 23.8405107516 |
| 2011-10-01 | 23.9174838255 |
| 2011-11-01 | 24.0278388809 |
| 2011-12-01 | 23.9543202405 |
| 2012-01-01 | 23.8929771436 |
| 2012-02-01 | 23.9421299890 |
| 2012-03-01 | 23.9841474185 |
| 2012-04-01 | 23.8899298690 |
| 2012-05-01 | 24.0158353165 |
| 2012-06-01 | 23.9941005630 |
| 2012-07-01 | 24.2570584249 |
| 2012-08-01 | 24.3789977891 |
| 2012-09-01 | 24.2550238481 |
| 2012-10-01 | 24.2304473927 |
| 2012-11-01 | 24.3390849278 |
| 2012-12-01 | 24.2618058012 |
| 2013-01-01 | 24.3636019521 |
| 2013-02-01 | 24.4204029557 |
| 2013-03-01 | 24.3707680267 |
| 2013-04-01 | 24.2864139426 |
| 2013-05-01 | 24.2183938862 |
| 2013-06-01 | 24.2081628716 |
| 2013-07-01 | 24.2415776325 |
| 2013-08-01 | 24.4969200170 |
| 2013-09-01 | 24.3704822759 |
| 2013-10-01 | 24.3354648163 |
| 2013-11-01 | 24.3655665142 |
| 2013-12-01 | 24.4803727577 |
| 2014-01-01 | 24.4258880300 |
| 2014-02-01 | 24.4978402180 |
| 2014-03-01 | 24.5590732193 |
| 2014-04-01 | 24.5632683011 |
| 2014-05-01 | 24.8140498283 |
| 2014-06-01 | 25.0244599218 |
| 2014-07-01 | 25.0394272655 |
| 2014-08-01 | 25.0168929012 |
| 2014-09-01 | 25.0849842880 |
| 2014-10-01 | 25.2286921122 |
| 2014-11-01 | 25.6112355472 |
| 2014-12-01 | 25.9029803988 |
| 2015-01-01 | 25.2895556054 |
| 2015-02-01 | 25.3810963096 |
| 2015-03-01 | 25.3482859794 |
| 2015-04-01 | 25.3161406484 |
| 2015-05-01 | 25.2958694202 |
| 2015-06-01 | 25.3333973054 |
| 2015-07-01 | 25.3566003643 |
| 2015-08-01 | 25.1389138600 |
| 2015-09-01 | 25.2183160445 |
| 2015-10-01 | 25.0196847959 |
| 2015-11-01 | 24.8479799510 |
| 2015-12-01 | 24.7200787256 |
| 2016-01-01 | 24.8605643680 |
| 2016-02-01 | 24.7599878435 |
| 2016-03-01 | 24.7347687895 |
| 2016-04-01 | 24.7656502506 |
| 2016-05-01 | 24.6833849688 |
| 2016-06-01 | 24.4421838217 |
| 2016-07-01 | 24.4770828316 |
| 2016-08-01 | 24.6678939994 |
| 2016-09-01 | 24.6473705230 |
| 2016-10-01 | 24.7117721168 |
| 2016-11-01 | 24.6725724496 |
| 2016-12-01 | 24.4352311231 |
| 2017-01-01 | 24.7309672299 |
| 2017-02-01 | 24.7267014416 |
| 2017-03-01 | 24.8210828568 |
| 2017-04-01 | 24.8386936743 |
| 2017-05-01 | 24.7729808246 |
| 2017-06-01 | 24.7685903318 |
| 2017-07-01 | 24.6978307075 |
| 2017-08-01 | 24.6825454045 |
| 2017-09-01 | 24.5743909124 |
| 2017-10-01 | 24.7087078886 |
| 2017-11-01 | 24.5792237180 |
| 2017-12-01 | 24.6444297718 |
| 2018-01-01 | 24.4013567229 |
| 2018-02-01 | 24.5858166564 |
| 2018-03-01 | 24.4911173538 |
| 2018-04-01 | 24.6452387394 |
| 2018-05-01 | 24.6823960217 |
| 2018-06-01 | 24.5003798919 |
| 2018-07-01 | 24.3128632990 |
| 2018-08-01 | 24.2956222857 |
| 2018-09-01 | 24.1876486386 |
| 2018-10-01 | 24.1085358852 |
| 2018-11-01 | 24.1818951442 |
| 2018-12-01 | 24.0427538920 |
| 2019-01-01 | 23.9742975148 |
| 2019-02-01 | 24.0335458791 |
| 2019-03-01 | 24.0565648535 |
| 2019-04-01 | 24.0749500594 |
| 2019-05-01 | 24.1012606397 |
| 2019-06-01 | 24.1330567402 |
| 2019-07-01 | 24.2331525525 |
| 2019-08-01 | 24.1094250232 |
| 2019-09-01 | 24.1851968848 |
| 2019-10-01 | 24.0120379757 |
| 2019-11-01 | 24.1787217284 |
| 2019-12-01 | 24.1350516471 |
| 2020-01-01 | 24.1572076348 |
| 2020-02-01 | 24.0803544821 |
| 2020-03-01 | 23.9017813725 |
| 2020-04-01 | 21.4188546327 |
| 2020-05-01 | 21.6368153628 |
| 2020-06-01 | 22.7602423723 |
| 2020-07-01 | 22.9479121696 |
| 2020-08-01 | 23.0340256009 |
| 2020-09-01 | 23.0608497020 |
| 2020-10-01 | 23.2211800813 |
| 2020-11-01 | 23.1767264724 |
| 2020-12-01 | 23.2277858648 |
| 2021-01-01 | 23.3479000946 |
| 2021-02-01 | 23.2328489643 |
| 2021-03-01 | 23.3471137061 |
| 2021-04-01 | 23.2496762196 |
| 2021-05-01 | 23.2660613903 |
| 2021-06-01 | 23.2894982383 |
| 2021-07-01 | 23.2781400221 |
| 2021-08-01 | 23.3560086713 |
| 2021-09-01 | 23.1280371697 |
| 2021-10-01 | 23.3226832707 |
| 2021-11-01 | 23.3770589590 |
| 2021-12-01 | 23.4146419898 |
| 2022-01-01 | 23.4517150924 |
| 2022-02-01 | 23.7114802228 |
| 2022-03-01 | 23.5923037257 |
| 2022-04-01 | 23.8606270559 |
| 2022-05-01 | 23.5909472904 |
| 2022-06-01 | 23.5073183439 |
| 2022-07-01 | 23.6083881290 |
| 2022-08-01 | 23.6789428489 |
| 2022-09-01 | 23.8096600321 |
| 2022-10-01 | 23.8257134736 |
| 2022-11-01 | 23.7605530371 |
| 2022-12-01 | 23.8852273388 |
| 2023-01-01 | 23.9725316127 |
| 2023-02-01 | 24.1076821890 |
| 2023-03-01 | 24.1674560600 |
| 2023-04-01 | 24.0451566368 |
| 2023-05-01 | 24.0067413443 |
| 2023-06-01 | 24.3229268761 |
| 2023-07-01 | 24.2363440977 |
| 2023-08-01 | 24.1975410535 |
| 2023-09-01 | 24.2993301321 |
| 2023-10-01 | 24.2232579077 |
| 2023-11-01 | 24.3342413704 |
| 2023-12-01 | 24.2495620221 |
| 2024-01-01 | 23.9972667420 |
| 2024-02-01 | 24.2237548750 |
| 2024-03-01 | 24.2631325709 |
| 2024-04-01 | 24.2245478152 |
| 2024-05-01 | 24.2190107773 |
| 2024-06-01 | 24.3322956831 |
| 2024-07-01 | 24.0440124331 |
| 2024-08-01 | 24.0154417670 |
| 2024-09-01 | 24.0000783476 |
| 2024-10-01 | 23.9253103362 |
| 2024-11-01 | 23.7941772734 |
| 2024-12-01 | 23.8120916281 |
| 2025-01-01 | 23.8182007899 |
| 2025-02-01 | 23.7481363144 |
| 2025-03-01 | 23.7817905442 |
| 2025-04-01 | 23.8047290559 |
| 2025-05-01 | 23.8220308411 |
| 2025-06-01 | 23.7440854332 |
| 2025-07-01 | 23.7430099298 |
| 2025-08-01 | 23.7234520711 |
| 2025-09-01 | 23.6039003347 |
| 2025-10-01 | 23.6190463163 |
| 2025-11-01 | 23.6681543350 |
| 2025-12-01 | 23.5854421614 |
| 2026-01-01 | 23.3251407891 |
| 2026-02-01 | 23.0750917014 |
| 2026-03-01 | 23.1010231018 |
| 2026-04-01 | 23.0927569244 |
| 2026-05-01 | 22.9223362281 |
| 2026-06-01 | 22.8522060761 |
| 2026-07-01 | 23.0360438510 |
| 2026-08-01 | 22.8242326010 |