Table Data - All Employees: Mining, Logging, and Construction in Duluth, MN-WI (MSA)
| Title | All Employees: Mining, Logging, and Construction in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227NRMN |
| 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 | 9.5444192461 |
| 1990-02-01 | 9.4290251507 |
| 1990-03-01 | 9.5293907783 |
| 1990-04-01 | 9.4332851113 |
| 1990-05-01 | 9.0757502009 |
| 1990-06-01 | 9.5865331929 |
| 1990-07-01 | 9.4400030163 |
| 1990-08-01 | 9.4523459971 |
| 1990-09-01 | 9.1719689186 |
| 1990-10-01 | 9.4148470651 |
| 1990-11-01 | 9.5900668376 |
| 1990-12-01 | 9.5226287252 |
| 1991-01-01 | 9.4608436553 |
| 1991-02-01 | 9.5371732316 |
| 1991-03-01 | 9.4246860354 |
| 1991-04-01 | 9.6267323943 |
| 1991-05-01 | 9.6697138234 |
| 1991-06-01 | 9.6798267164 |
| 1991-07-01 | 9.5335448935 |
| 1991-08-01 | 9.6591312176 |
| 1991-09-01 | 9.7804119850 |
| 1991-10-01 | 9.8188767269 |
| 1991-11-01 | 9.6877943119 |
| 1991-12-01 | 9.8107010710 |
| 1992-01-01 | 9.9766962028 |
| 1992-02-01 | 9.9423532852 |
| 1992-03-01 | 9.8265611919 |
| 1992-04-01 | 9.7216235079 |
| 1992-05-01 | 9.6699549931 |
| 1992-06-01 | 9.6684337114 |
| 1992-07-01 | 9.8178371423 |
| 1992-08-01 | 8.9709405917 |
| 1992-09-01 | 9.7983704456 |
| 1992-10-01 | 9.7218415890 |
| 1992-11-01 | 9.5815125190 |
| 1992-12-01 | 9.1818153344 |
| 1993-01-01 | 9.4776635762 |
| 1993-02-01 | 9.5550682492 |
| 1993-03-01 | 9.7302808340 |
| 1993-04-01 | 9.8349049300 |
| 1993-05-01 | 9.6910198277 |
| 1993-06-01 | 9.3584421185 |
| 1993-07-01 | 9.5913509863 |
| 1993-08-01 | 9.4713768390 |
| 1993-09-01 | 9.4158261248 |
| 1993-10-01 | 9.4333614988 |
| 1993-11-01 | 9.4682410590 |
| 1993-12-01 | 9.2315569956 |
| 1994-01-01 | 9.2761040631 |
| 1994-02-01 | 9.3741697586 |
| 1994-03-01 | 9.4438792923 |
| 1994-04-01 | 9.9538641141 |
| 1994-05-01 | 9.9178917524 |
| 1994-06-01 | 9.6612243048 |
| 1994-07-01 | 9.4569576376 |
| 1994-08-01 | 9.4635015930 |
| 1994-09-01 | 9.5394815620 |
| 1994-10-01 | 9.5367879665 |
| 1994-11-01 | 9.5434268814 |
| 1994-12-01 | 9.7959622275 |
| 1995-01-01 | 9.8561434317 |
| 1995-02-01 | 9.8960117679 |
| 1995-03-01 | 9.8726255696 |
| 1995-04-01 | 9.8721101543 |
| 1995-05-01 | 9.8395818899 |
| 1995-06-01 | 10.0612073199 |
| 1995-07-01 | 9.9336368838 |
| 1995-08-01 | 9.8513575963 |
| 1995-09-01 | 9.8574134421 |
| 1995-10-01 | 9.9383580336 |
| 1995-11-01 | 10.1225017768 |
| 1995-12-01 | 10.0684084263 |
| 1996-01-01 | 9.9386357042 |
| 1996-02-01 | 9.8086835607 |
| 1996-03-01 | 9.9198167368 |
| 1996-04-01 | 9.7806934573 |
| 1996-05-01 | 9.8505858159 |
| 1996-06-01 | 9.9557724128 |
| 1996-07-01 | 10.1142929743 |
| 1996-08-01 | 10.2386317961 |
| 1996-09-01 | 10.2732231189 |
| 1996-10-01 | 10.1234256812 |
| 1996-11-01 | 10.2163077771 |
| 1996-12-01 | 10.2644515354 |
| 1997-01-01 | 10.1217114378 |
| 1997-02-01 | 10.1086398042 |
| 1997-03-01 | 10.0629696880 |
| 1997-04-01 | 9.6900273266 |
| 1997-05-01 | 10.0578661160 |
| 1997-06-01 | 10.0635844141 |
| 1997-07-01 | 10.3059272694 |
| 1997-08-01 | 10.4100995164 |
| 1997-09-01 | 10.3711442715 |
| 1997-10-01 | 10.5016328236 |
| 1997-11-01 | 10.2188336922 |
| 1997-12-01 | 10.3664030531 |
| 1998-01-01 | 10.6173475297 |
| 1998-02-01 | 10.5067644814 |
| 1998-03-01 | 10.3996680549 |
| 1998-04-01 | 10.4995626477 |
| 1998-05-01 | 10.4685335720 |
| 1998-06-01 | 10.1768715595 |
| 1998-07-01 | 10.0026361247 |
| 1998-08-01 | 9.8755370332 |
| 1998-09-01 | 9.9696913278 |
| 1998-10-01 | 10.0650693771 |
| 1998-11-01 | 10.2152620895 |
| 1998-12-01 | 10.2763134360 |
| 1999-01-01 | 10.4200987861 |
| 1999-02-01 | 10.7044433666 |
| 1999-03-01 | 10.9213220956 |
| 1999-04-01 | 11.2207745822 |
| 1999-05-01 | 11.3794909634 |
| 1999-06-01 | 11.6817927866 |
| 1999-07-01 | 11.5164620428 |
| 1999-08-01 | 10.4519166034 |
| 1999-09-01 | 11.2581057270 |
| 1999-10-01 | 11.1254147082 |
| 1999-11-01 | 10.9122575282 |
| 1999-12-01 | 10.9784079349 |
| 2000-01-01 | 10.6337839049 |
| 2000-02-01 | 11.0013663228 |
| 2000-03-01 | 10.9199663672 |
| 2000-04-01 | 10.8493265066 |
| 2000-05-01 | 10.7982546131 |
| 2000-06-01 | 10.6691738298 |
| 2000-07-01 | 10.7271407715 |
| 2000-08-01 | 10.8472229728 |
| 2000-09-01 | 11.1556652452 |
| 2000-10-01 | 10.5924014311 |
| 2000-11-01 | 10.5179200887 |
| 2000-12-01 | 10.6770920405 |
| 2001-01-01 | 10.1473399218 |
| 2001-02-01 | 9.6901720774 |
| 2001-03-01 | 9.3931008031 |
| 2001-04-01 | 8.9728995906 |
| 2001-05-01 | 9.0080439119 |
| 2001-06-01 | 8.9648189154 |
| 2001-07-01 | 8.5413447352 |
| 2001-08-01 | 8.9577283774 |
| 2001-09-01 | 8.8555254767 |
| 2001-10-01 | 8.8866666466 |
| 2001-11-01 | 8.9196005867 |
| 2001-12-01 | 8.8768321489 |
| 2002-01-01 | 8.6554343411 |
| 2002-02-01 | 7.9860226387 |
| 2002-03-01 | 8.5464400842 |
| 2002-04-01 | 8.3678524720 |
| 2002-05-01 | 8.4967777464 |
| 2002-06-01 | 8.6626240661 |
| 2002-07-01 | 8.7552487055 |
| 2002-08-01 | 8.7875728716 |
| 2002-09-01 | 8.8798142305 |
| 2002-10-01 | 8.9054612887 |
| 2002-11-01 | 8.7304822946 |
| 2002-12-01 | 8.6931226856 |
| 2003-01-01 | 8.6501844206 |
| 2003-02-01 | 8.7689682101 |
| 2003-03-01 | 8.7809931201 |
| 2003-04-01 | 8.6227012099 |
| 2003-05-01 | 9.2658748451 |
| 2003-06-01 | 8.4594137866 |
| 2003-07-01 | 8.5848278481 |
| 2003-08-01 | 8.1442155692 |
| 2003-09-01 | 8.1262646564 |
| 2003-10-01 | 8.1428745804 |
| 2003-11-01 | 8.0424313902 |
| 2003-12-01 | 8.1134939167 |
| 2004-01-01 | 8.2324943727 |
| 2004-02-01 | 8.3492388844 |
| 2004-03-01 | 8.1999832454 |
| 2004-04-01 | 8.4526966652 |
| 2004-05-01 | 8.5213566099 |
| 2004-06-01 | 8.5573170773 |
| 2004-07-01 | 8.6200714527 |
| 2004-08-01 | 8.6095837258 |
| 2004-09-01 | 8.6949867642 |
| 2004-10-01 | 8.5980809818 |
| 2004-11-01 | 8.7655246234 |
| 2004-12-01 | 8.7293374977 |
| 2005-01-01 | 8.2941862755 |
| 2005-02-01 | 8.4015487924 |
| 2005-03-01 | 8.6253505364 |
| 2005-04-01 | 8.5809406996 |
| 2005-05-01 | 8.6798390022 |
| 2005-06-01 | 8.5836317296 |
| 2005-07-01 | 8.6619256287 |
| 2005-08-01 | 8.6578119601 |
| 2005-09-01 | 8.6698132207 |
| 2005-10-01 | 8.6512006672 |
| 2005-11-01 | 8.6808608208 |
| 2005-12-01 | 8.6319482700 |
| 2006-01-01 | 8.7358239102 |
| 2006-02-01 | 9.0546880511 |
| 2006-03-01 | 8.8576625592 |
| 2006-04-01 | 8.9304248517 |
| 2006-05-01 | 8.6568615707 |
| 2006-06-01 | 8.8341304119 |
| 2006-07-01 | 8.5976439723 |
| 2006-08-01 | 8.6957163806 |
| 2006-09-01 | 8.7269841057 |
| 2006-10-01 | 9.1734936080 |
| 2006-11-01 | 8.8950669387 |
| 2006-12-01 | 8.9403789942 |
| 2007-01-01 | 8.8807411534 |
| 2007-02-01 | 8.6953201120 |
| 2007-03-01 | 8.7146006935 |
| 2007-04-01 | 8.5988330187 |
| 2007-05-01 | 8.9574140718 |
| 2007-06-01 | 8.5835560182 |
| 2007-07-01 | 8.5264125475 |
| 2007-08-01 | 8.5276076878 |
| 2007-09-01 | 8.4521528099 |
| 2007-10-01 | 8.3642721805 |
| 2007-11-01 | 8.5170671587 |
| 2007-12-01 | 8.5538261727 |
| 2008-01-01 | 8.5396365233 |
| 2008-02-01 | 8.6354422422 |
| 2008-03-01 | 8.5879464938 |
| 2008-04-01 | 8.5918575310 |
| 2008-05-01 | 8.8728135694 |
| 2008-06-01 | 8.5182160211 |
| 2008-07-01 | 8.6305248052 |
| 2008-08-01 | 8.6548109423 |
| 2008-09-01 | 8.3521210229 |
| 2008-10-01 | 8.3529875234 |
| 2008-11-01 | 8.2460239525 |
| 2008-12-01 | 8.1799967485 |
| 2009-01-01 | 8.1071771375 |
| 2009-02-01 | 8.2817413476 |
| 2009-03-01 | 7.9850288094 |
| 2009-04-01 | 7.5752136013 |
| 2009-05-01 | 6.9870269700 |
| 2009-06-01 | 6.6440460757 |
| 2009-07-01 | 7.1260337837 |
| 2009-08-01 | 6.9697767206 |
| 2009-09-01 | 6.4473358503 |
| 2009-10-01 | 7.2498082887 |
| 2009-11-01 | 7.0795265625 |
| 2009-12-01 | 6.9847001427 |
| 2010-01-01 | 7.0913988430 |
| 2010-02-01 | 7.1566408851 |
| 2010-03-01 | 7.1688739962 |
| 2010-04-01 | 7.7602585524 |
| 2010-05-01 | 7.5067409066 |
| 2010-06-01 | 6.8523263408 |
| 2010-07-01 | 7.6127286958 |
| 2010-08-01 | 7.6903884261 |
| 2010-09-01 | 7.9553064625 |
| 2010-10-01 | 7.8478032204 |
| 2010-11-01 | 7.7980778361 |
| 2010-12-01 | 7.7812857654 |
| 2011-01-01 | 7.7754372383 |
| 2011-02-01 | 7.9544556161 |
| 2011-03-01 | 7.7562525182 |
| 2011-04-01 | 7.7457235281 |
| 2011-05-01 | 7.8329384258 |
| 2011-06-01 | 8.0338559227 |
| 2011-07-01 | 8.1178273798 |
| 2011-08-01 | 8.0980581358 |
| 2011-09-01 | 8.0770789955 |
| 2011-10-01 | 7.9513767095 |
| 2011-11-01 | 8.0971123863 |
| 2011-12-01 | 8.0413043619 |
| 2012-01-01 | 8.2741276972 |
| 2012-02-01 | 8.1670374186 |
| 2012-03-01 | 8.2497729525 |
| 2012-04-01 | 8.4630712882 |
| 2012-05-01 | 8.2671250537 |
| 2012-06-01 | 8.0923353555 |
| 2012-07-01 | 8.2130358812 |
| 2012-08-01 | 8.2939044962 |
| 2012-09-01 | 8.3065577642 |
| 2012-10-01 | 8.3602970006 |
| 2012-11-01 | 8.2662993225 |
| 2012-12-01 | 8.6021469434 |
| 2013-01-01 | 8.4858918861 |
| 2013-02-01 | 8.5944306282 |
| 2013-03-01 | 9.0553784865 |
| 2013-04-01 | 9.2975882921 |
| 2013-05-01 | 8.7740244970 |
| 2013-06-01 | 8.6710634038 |
| 2013-07-01 | 8.2043530210 |
| 2013-08-01 | 8.4627463644 |
| 2013-09-01 | 8.4182575713 |
| 2013-10-01 | 8.6629281774 |
| 2013-11-01 | 8.7423287760 |
| 2013-12-01 | 8.7734024995 |
| 2014-01-01 | 9.0310608201 |
| 2014-02-01 | 9.2248052883 |
| 2014-03-01 | 8.9577345106 |
| 2014-04-01 | 8.7243220915 |
| 2014-05-01 | 8.7621281646 |
| 2014-06-01 | 9.3545925403 |
| 2014-07-01 | 9.1809293938 |
| 2014-08-01 | 9.4469210477 |
| 2014-09-01 | 9.4125280911 |
| 2014-10-01 | 9.4520215745 |
| 2014-11-01 | 9.6385580666 |
| 2014-12-01 | 9.6947303243 |
| 2015-01-01 | 9.4659464420 |
| 2015-02-01 | 9.4401606157 |
| 2015-03-01 | 9.2695998889 |
| 2015-04-01 | 9.2301272224 |
| 2015-05-01 | 9.1307200332 |
| 2015-06-01 | 9.3412652920 |
| 2015-07-01 | 9.6699208554 |
| 2015-08-01 | 9.1286274154 |
| 2015-09-01 | 9.0733062511 |
| 2015-10-01 | 9.0564620966 |
| 2015-11-01 | 9.0792321335 |
| 2015-12-01 | 9.3366831408 |
| 2016-01-01 | 8.5981692728 |
| 2016-02-01 | 8.6235593914 |
| 2016-03-01 | 8.6927304599 |
| 2016-04-01 | 8.4967705400 |
| 2016-05-01 | 8.8915507497 |
| 2016-06-01 | 8.6181625414 |
| 2016-07-01 | 8.9693581041 |
| 2016-08-01 | 9.0354518624 |
| 2016-09-01 | 9.0343989019 |
| 2016-10-01 | 8.9797119845 |
| 2016-11-01 | 8.9540249305 |
| 2016-12-01 | 8.7839774240 |
| 2017-01-01 | 8.6767531589 |
| 2017-02-01 | 8.6843179911 |
| 2017-03-01 | 8.8049304184 |
| 2017-04-01 | 8.8563708160 |
| 2017-05-01 | 8.7531766535 |
| 2017-06-01 | 8.6226690057 |
| 2017-07-01 | 8.7129798994 |
| 2017-08-01 | 8.5363541011 |
| 2017-09-01 | 8.5818185587 |
| 2017-10-01 | 8.6981800713 |
| 2017-11-01 | 8.6410222367 |
| 2017-12-01 | 8.7141078984 |
| 2018-01-01 | 9.0401794923 |
| 2018-02-01 | 9.1454661692 |
| 2018-03-01 | 9.2097988510 |
| 2018-04-01 | 9.3069629821 |
| 2018-05-01 | 9.2245683372 |
| 2018-06-01 | 9.3269939651 |
| 2018-07-01 | 9.2822427841 |
| 2018-08-01 | 9.2549218744 |
| 2018-09-01 | 9.2547931523 |
| 2018-10-01 | 9.0876518677 |
| 2018-11-01 | 9.0999056984 |
| 2018-12-01 | 9.2313725490 |
| 2019-01-01 | 9.2784651319 |
| 2019-02-01 | 9.5213253726 |
| 2019-03-01 | 9.4086653357 |
| 2019-04-01 | 9.7928059428 |
| 2019-05-01 | 9.7322789265 |
| 2019-06-01 | 9.7334600827 |
| 2019-07-01 | 9.5517667237 |
| 2019-08-01 | 9.3460411245 |
| 2019-09-01 | 9.3222676552 |
| 2019-10-01 | 9.1615885118 |
| 2019-11-01 | 9.1170003186 |
| 2019-12-01 | 9.3459146042 |
| 2020-01-01 | 9.3551806593 |
| 2020-02-01 | 9.3144262348 |
| 2020-03-01 | 9.1209302011 |
| 2020-04-01 | 8.2992141352 |
| 2020-05-01 | 7.9409103917 |
| 2020-06-01 | 7.6281817756 |
| 2020-07-01 | 8.1815150653 |
| 2020-08-01 | 8.6283631515 |
| 2020-09-01 | 8.9202850149 |
| 2020-10-01 | 8.9270476309 |
| 2020-11-01 | 9.0044648323 |
| 2020-12-01 | 9.0475187090 |
| 2021-01-01 | 9.1614494304 |
| 2021-02-01 | 8.7396652536 |
| 2021-03-01 | 9.3291124885 |
| 2021-04-01 | 9.4338031842 |
| 2021-05-01 | 9.5299565122 |
| 2021-06-01 | 9.5257426184 |
| 2021-07-01 | 9.4730933122 |
| 2021-08-01 | 9.5851043171 |
| 2021-09-01 | 9.6217738073 |
| 2021-10-01 | 9.9149397535 |
| 2021-11-01 | 9.8943170065 |
| 2021-12-01 | 9.7566262881 |
| 2022-01-01 | 9.8077568992 |
| 2022-02-01 | 9.7739514883 |
| 2022-03-01 | 10.0329444090 |
| 2022-04-01 | 10.1393159946 |
| 2022-05-01 | 9.8835188832 |
| 2022-06-01 | 10.1978040760 |
| 2022-07-01 | 10.4405412860 |
| 2022-08-01 | 10.3640414468 |
| 2022-09-01 | 10.5723366296 |
| 2022-10-01 | 10.3412783742 |
| 2022-11-01 | 10.2926449485 |
| 2022-12-01 | 10.0659727459 |
| 2023-01-01 | 10.1404784451 |
| 2023-02-01 | 10.2970286966 |
| 2023-03-01 | 10.1138181046 |
| 2023-04-01 | 9.9141361095 |
| 2023-05-01 | 10.0362677051 |
| 2023-06-01 | 9.9661881364 |
| 2023-07-01 | 10.1020880425 |
| 2023-08-01 | 10.0683708282 |
| 2023-09-01 | 9.6302538702 |
| 2023-10-01 | 10.0103234631 |
| 2023-11-01 | 9.9107665819 |
| 2023-12-01 | 9.9749076057 |
| 2024-01-01 | 9.7576379904 |
| 2024-02-01 | 9.6793981180 |
| 2024-03-01 | 9.5831582319 |
| 2024-04-01 | 9.8679176270 |
| 2024-05-01 | 10.0851352263 |
| 2024-06-01 | 10.0370916958 |
| 2024-07-01 | 9.9795947258 |
| 2024-08-01 | 10.0025735215 |
| 2024-09-01 | 9.9073349575 |
| 2024-10-01 | 9.6904711465 |
| 2024-11-01 | 9.5304030205 |
| 2024-12-01 | 9.7606469636 |
| 2025-01-01 | 9.5401792357 |
| 2025-02-01 | 9.4540466057 |
| 2025-03-01 | 9.3454969429 |
| 2025-04-01 | 9.3264840833 |
| 2025-05-01 | 9.5510343035 |
| 2025-06-01 | 9.1275206673 |
| 2025-07-01 | 8.7840429570 |
| 2025-08-01 | 8.7414059152 |
| 2025-09-01 | 8.6542842311 |
| 2025-10-01 | 8.6527221813 |
| 2025-11-01 | 8.9504052228 |
| 2025-12-01 | 8.8424148456 |
| 2026-01-01 | 9.1171681755 |
| 2026-02-01 | 9.1256988570 |
| 2026-03-01 | 9.1140431353 |
| 2026-04-01 | 8.9926498648 |
| 2026-05-01 | 8.8334105143 |
| 2026-06-01 | 8.7247009787 |
| 2026-07-01 | 8.8043676077 |
| 2026-08-01 | 8.6779447149 |