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 2026-09-01 |
| 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 | 9.5444193083 |
| 1990-02-01 | 9.4290252165 |
| 1990-03-01 | 9.5293907628 |
| 1990-04-01 | 9.4332850591 |
| 1990-05-01 | 9.0757502901 |
| 1990-06-01 | 9.5865337638 |
| 1990-07-01 | 9.4400031630 |
| 1990-08-01 | 9.4523446374 |
| 1990-09-01 | 9.1719691833 |
| 1990-10-01 | 9.4148471148 |
| 1990-11-01 | 9.5900669877 |
| 1990-12-01 | 9.5226287567 |
| 1991-01-01 | 9.4608437269 |
| 1991-02-01 | 9.5371733036 |
| 1991-03-01 | 9.4246860098 |
| 1991-04-01 | 9.6267323183 |
| 1991-05-01 | 9.6697139059 |
| 1991-06-01 | 9.6798272708 |
| 1991-07-01 | 9.5335450077 |
| 1991-08-01 | 9.6591300009 |
| 1991-09-01 | 9.7804122053 |
| 1991-10-01 | 9.8188767651 |
| 1991-11-01 | 9.6877944462 |
| 1991-12-01 | 9.8107011073 |
| 1992-01-01 | 9.9766962794 |
| 1992-02-01 | 9.9423533607 |
| 1992-03-01 | 9.8265611610 |
| 1992-04-01 | 9.7216234177 |
| 1992-05-01 | 9.6699550720 |
| 1992-06-01 | 9.6684341884 |
| 1992-07-01 | 9.8178372559 |
| 1992-08-01 | 8.9709395504 |
| 1992-09-01 | 9.7983705966 |
| 1992-10-01 | 9.7218416355 |
| 1992-11-01 | 9.5815126262 |
| 1992-12-01 | 9.1818153833 |
| 1993-01-01 | 9.4776636561 |
| 1993-02-01 | 9.5550683196 |
| 1993-03-01 | 9.7302808018 |
| 1993-04-01 | 9.8349048364 |
| 1993-05-01 | 9.6910198975 |
| 1993-06-01 | 9.3584424902 |
| 1993-07-01 | 9.5913511040 |
| 1993-08-01 | 9.4713759321 |
| 1993-09-01 | 9.4158262663 |
| 1993-10-01 | 9.4333615975 |
| 1993-11-01 | 9.4682411569 |
| 1993-12-01 | 9.2315570688 |
| 1994-01-01 | 9.2761041377 |
| 1994-02-01 | 9.3741697821 |
| 1994-03-01 | 9.4438791854 |
| 1994-04-01 | 9.9538639424 |
| 1994-05-01 | 9.9178917692 |
| 1994-06-01 | 9.6612245973 |
| 1994-07-01 | 9.4569577768 |
| 1994-08-01 | 9.4635010887 |
| 1994-09-01 | 9.5394817260 |
| 1994-10-01 | 9.5367881134 |
| 1994-11-01 | 9.5434269410 |
| 1994-12-01 | 9.7959622783 |
| 1995-01-01 | 9.8561434224 |
| 1995-02-01 | 9.8960116592 |
| 1995-03-01 | 9.8726253598 |
| 1995-04-01 | 9.8721099462 |
| 1995-05-01 | 9.8395814845 |
| 1995-06-01 | 10.0612077044 |
| 1995-07-01 | 9.9336372374 |
| 1995-08-01 | 9.8513576632 |
| 1995-09-01 | 9.8574137841 |
| 1995-10-01 | 9.9383582624 |
| 1995-11-01 | 10.1225018047 |
| 1995-12-01 | 10.0684083895 |
| 1996-01-01 | 9.9386355498 |
| 1996-02-01 | 9.8086832060 |
| 1996-03-01 | 9.9198161857 |
| 1996-04-01 | 9.7806928652 |
| 1996-05-01 | 9.8505844083 |
| 1996-06-01 | 9.9557738074 |
| 1996-07-01 | 10.1142926045 |
| 1996-08-01 | 10.2386353416 |
| 1996-09-01 | 10.2732228104 |
| 1996-10-01 | 10.1234253809 |
| 1996-11-01 | 10.2163073789 |
| 1996-12-01 | 10.2644511632 |
| 1997-01-01 | 10.1217112676 |
| 1997-02-01 | 10.1086391193 |
| 1997-03-01 | 10.0629688191 |
| 1997-04-01 | 9.6900264058 |
| 1997-05-01 | 10.0578637990 |
| 1997-06-01 | 10.0635869684 |
| 1997-07-01 | 10.3059263771 |
| 1997-08-01 | 10.4101064211 |
| 1997-09-01 | 10.3711431412 |
| 1997-10-01 | 10.5016320794 |
| 1997-11-01 | 10.2188328926 |
| 1997-12-01 | 10.3664021519 |
| 1998-01-01 | 10.6173472778 |
| 1998-02-01 | 10.5067634319 |
| 1998-03-01 | 10.3996668280 |
| 1998-04-01 | 10.4995615498 |
| 1998-05-01 | 10.4685307860 |
| 1998-06-01 | 10.1768752823 |
| 1998-07-01 | 10.0026345903 |
| 1998-08-01 | 9.8755471704 |
| 1998-09-01 | 9.9696892412 |
| 1998-10-01 | 10.0650680557 |
| 1998-11-01 | 10.2152607539 |
| 1998-12-01 | 10.2763119182 |
| 1999-01-01 | 10.4200984152 |
| 1999-02-01 | 10.7044419616 |
| 1999-03-01 | 10.9213208751 |
| 1999-04-01 | 11.2207738534 |
| 1999-05-01 | 11.3794884704 |
| 1999-06-01 | 11.6817968652 |
| 1999-07-01 | 11.5164608307 |
| 1999-08-01 | 10.4519269671 |
| 1999-09-01 | 11.2581033768 |
| 1999-10-01 | 11.1254133281 |
| 1999-11-01 | 10.9122559948 |
| 1999-12-01 | 10.9784059739 |
| 2000-01-01 | 10.6337832374 |
| 2000-02-01 | 11.0013645219 |
| 2000-03-01 | 10.9199648369 |
| 2000-04-01 | 10.8493255683 |
| 2000-05-01 | 10.7982551429 |
| 2000-06-01 | 10.6691772807 |
| 2000-07-01 | 10.7271397584 |
| 2000-08-01 | 10.8472327668 |
| 2000-09-01 | 11.1556624357 |
| 2000-10-01 | 10.5923997032 |
| 2000-11-01 | 10.5179183025 |
| 2000-12-01 | 10.6770899068 |
| 2001-01-01 | 10.1473391329 |
| 2001-02-01 | 9.6901701186 |
| 2001-03-01 | 9.3930992730 |
| 2001-04-01 | 8.9728986976 |
| 2001-05-01 | 9.0080481031 |
| 2001-06-01 | 8.9648208316 |
| 2001-07-01 | 8.5413448599 |
| 2001-08-01 | 8.9577346105 |
| 2001-09-01 | 8.8555229486 |
| 2001-10-01 | 8.8866651127 |
| 2001-11-01 | 8.9195989106 |
| 2001-12-01 | 8.8768300313 |
| 2002-01-01 | 8.6554334925 |
| 2002-02-01 | 7.9860209809 |
| 2002-03-01 | 8.5464383767 |
| 2002-04-01 | 8.3678514365 |
| 2002-05-01 | 8.4967854307 |
| 2002-06-01 | 8.6626242897 |
| 2002-07-01 | 8.7552498158 |
| 2002-08-01 | 8.7875754224 |
| 2002-09-01 | 8.8798122283 |
| 2002-10-01 | 8.9054598766 |
| 2002-11-01 | 8.7304807609 |
| 2002-12-01 | 8.6931208668 |
| 2003-01-01 | 8.6501837208 |
| 2003-02-01 | 8.7689668798 |
| 2003-03-01 | 8.7809917066 |
| 2003-04-01 | 8.6227004390 |
| 2003-05-01 | 9.2658831185 |
| 2003-06-01 | 8.4594129251 |
| 2003-07-01 | 8.5848307778 |
| 2003-08-01 | 8.1442147518 |
| 2003-09-01 | 8.1262633630 |
| 2003-10-01 | 8.1428732670 |
| 2003-11-01 | 8.0424300081 |
| 2003-12-01 | 8.1134922934 |
| 2004-01-01 | 8.2324937468 |
| 2004-02-01 | 8.3492378665 |
| 2004-03-01 | 8.1999819517 |
| 2004-04-01 | 8.4526958742 |
| 2004-05-01 | 8.5213655633 |
| 2004-06-01 | 8.5573159731 |
| 2004-07-01 | 8.6200749835 |
| 2004-08-01 | 8.6095820551 |
| 2004-09-01 | 8.6949848991 |
| 2004-10-01 | 8.5980787541 |
| 2004-11-01 | 8.7655227892 |
| 2004-12-01 | 8.7293359694 |
| 2005-01-01 | 8.2941860450 |
| 2005-02-01 | 8.4015483121 |
| 2005-03-01 | 8.6253502856 |
| 2005-04-01 | 8.5809409200 |
| 2005-05-01 | 8.6798487041 |
| 2005-06-01 | 8.5836309038 |
| 2005-07-01 | 8.6619288460 |
| 2005-08-01 | 8.6578088201 |
| 2005-09-01 | 8.6698095542 |
| 2005-10-01 | 8.6511967369 |
| 2005-11-01 | 8.6808581103 |
| 2005-12-01 | 8.6319468884 |
| 2006-01-01 | 8.7358247073 |
| 2006-02-01 | 9.0546882733 |
| 2006-03-01 | 8.8576641307 |
| 2006-04-01 | 8.9304277867 |
| 2006-05-01 | 8.6568744468 |
| 2006-06-01 | 8.8341286978 |
| 2006-07-01 | 8.5976495586 |
| 2006-08-01 | 8.6957168322 |
| 2006-09-01 | 8.7269595362 |
| 2006-10-01 | 9.1734874837 |
| 2006-11-01 | 8.8950675978 |
| 2006-12-01 | 8.9403808382 |
| 2007-01-01 | 8.8807448887 |
| 2007-02-01 | 8.6953224397 |
| 2007-03-01 | 8.7146060558 |
| 2007-04-01 | 8.5988387274 |
| 2007-05-01 | 8.9574321628 |
| 2007-06-01 | 8.5835456854 |
| 2007-07-01 | 8.5264239251 |
| 2007-08-01 | 8.5276150549 |
| 2007-09-01 | 8.4520964955 |
| 2007-10-01 | 8.3642664313 |
| 2007-11-01 | 8.5170733463 |
| 2007-12-01 | 8.5538327194 |
| 2008-01-01 | 8.5396440779 |
| 2008-02-01 | 8.6354476139 |
| 2008-03-01 | 8.5879555406 |
| 2008-04-01 | 8.5918651827 |
| 2008-05-01 | 8.8728367781 |
| 2008-06-01 | 8.5181962648 |
| 2008-07-01 | 8.6305411989 |
| 2008-08-01 | 8.6548252440 |
| 2008-09-01 | 8.3520333593 |
| 2008-10-01 | 8.3529828847 |
| 2008-11-01 | 8.2460363153 |
| 2008-12-01 | 8.1800084515 |
| 2009-01-01 | 8.1071886577 |
| 2009-02-01 | 8.2817505203 |
| 2009-03-01 | 7.9850409254 |
| 2009-04-01 | 7.5752217459 |
| 2009-05-01 | 6.9870517562 |
| 2009-06-01 | 6.6440176899 |
| 2009-07-01 | 7.1260512501 |
| 2009-08-01 | 6.9697932059 |
| 2009-09-01 | 6.4472364971 |
| 2009-10-01 | 7.2498060332 |
| 2009-11-01 | 7.0795414551 |
| 2009-12-01 | 6.9847143168 |
| 2010-01-01 | 7.0914124589 |
| 2010-02-01 | 7.1566521274 |
| 2010-03-01 | 7.1688870677 |
| 2010-04-01 | 7.7602664121 |
| 2010-05-01 | 7.5067618237 |
| 2010-06-01 | 6.8522970922 |
| 2010-07-01 | 7.6127447119 |
| 2010-08-01 | 7.6904053112 |
| 2010-09-01 | 7.9552080939 |
| 2010-10-01 | 7.8478023874 |
| 2010-11-01 | 7.7980939434 |
| 2010-12-01 | 7.7813006733 |
| 2011-01-01 | 7.7754509480 |
| 2011-02-01 | 7.9544678474 |
| 2011-03-01 | 7.7562648738 |
| 2011-04-01 | 7.7457294156 |
| 2011-05-01 | 7.8329530121 |
| 2011-06-01 | 8.0338270305 |
| 2011-07-01 | 8.1178401595 |
| 2011-08-01 | 8.0980714403 |
| 2011-09-01 | 8.0770016562 |
| 2011-10-01 | 7.9513783222 |
| 2011-11-01 | 8.0971254757 |
| 2011-12-01 | 8.0413164597 |
| 2012-01-01 | 8.2741386302 |
| 2012-02-01 | 8.1670481631 |
| 2012-03-01 | 8.2497824210 |
| 2012-04-01 | 8.4630749494 |
| 2012-05-01 | 8.2671316512 |
| 2012-06-01 | 8.0923150060 |
| 2012-07-01 | 8.2130424126 |
| 2012-08-01 | 8.2939111876 |
| 2012-09-01 | 8.3065124592 |
| 2012-10-01 | 8.3602985419 |
| 2012-11-01 | 8.2663071141 |
| 2012-12-01 | 8.6021545136 |
| 2013-01-01 | 8.4858988396 |
| 2013-02-01 | 8.5944388024 |
| 2013-03-01 | 9.0553842606 |
| 2013-04-01 | 9.2975904784 |
| 2013-05-01 | 8.7740256968 |
| 2013-06-01 | 8.6710518977 |
| 2013-07-01 | 8.2043533417 |
| 2013-08-01 | 8.4627462479 |
| 2013-09-01 | 8.4182438459 |
| 2013-10-01 | 8.6629290549 |
| 2013-11-01 | 8.7423307639 |
| 2013-12-01 | 8.7734053200 |
| 2014-01-01 | 9.0310638319 |
| 2014-02-01 | 9.2248097261 |
| 2014-03-01 | 8.9577371380 |
| 2014-04-01 | 8.7243239975 |
| 2014-05-01 | 8.7621268343 |
| 2014-06-01 | 9.3545895478 |
| 2014-07-01 | 9.1809276656 |
| 2014-08-01 | 9.4469192625 |
| 2014-09-01 | 9.4125266936 |
| 2014-10-01 | 9.4520207629 |
| 2014-11-01 | 9.6385577785 |
| 2014-12-01 | 9.6947305223 |
| 2015-01-01 | 9.4659469430 |
| 2015-02-01 | 9.4401629119 |
| 2015-03-01 | 9.2696013921 |
| 2015-04-01 | 9.2301300328 |
| 2015-05-01 | 9.1307201716 |
| 2015-06-01 | 9.3412640629 |
| 2015-07-01 | 9.6699206043 |
| 2015-08-01 | 9.1286264886 |
| 2015-09-01 | 9.0733048286 |
| 2015-10-01 | 9.0564604663 |
| 2015-11-01 | 9.0792302748 |
| 2015-12-01 | 9.3366813728 |
| 2016-01-01 | 8.5981682150 |
| 2016-02-01 | 8.6235607351 |
| 2016-03-01 | 8.6927328713 |
| 2016-04-01 | 8.4967756408 |
| 2016-05-01 | 8.8915543147 |
| 2016-06-01 | 8.6181646647 |
| 2016-07-01 | 8.9693591873 |
| 2016-08-01 | 9.0354503960 |
| 2016-09-01 | 9.0343953487 |
| 2016-10-01 | 8.9797071772 |
| 2016-11-01 | 8.9540178885 |
| 2016-12-01 | 8.7839687308 |
| 2017-01-01 | 8.6767552425 |
| 2017-02-01 | 8.6843164422 |
| 2017-03-01 | 8.8049312865 |
| 2017-04-01 | 8.8563730251 |
| 2017-05-01 | 8.7532173269 |
| 2017-06-01 | 8.6226722005 |
| 2017-07-01 | 8.7129803418 |
| 2017-08-01 | 8.5363517433 |
| 2017-09-01 | 8.5817907244 |
| 2017-10-01 | 8.6981712540 |
| 2017-11-01 | 8.6410083841 |
| 2017-12-01 | 8.7140905144 |
| 2018-01-01 | 9.0401835553 |
| 2018-02-01 | 9.1454626405 |
| 2018-03-01 | 9.2098047553 |
| 2018-04-01 | 9.3069713106 |
| 2018-05-01 | 9.2246557588 |
| 2018-06-01 | 9.3270034385 |
| 2018-07-01 | 9.2822409917 |
| 2018-08-01 | 9.2549110454 |
| 2018-09-01 | 9.2547319558 |
| 2018-10-01 | 9.0876330676 |
| 2018-11-01 | 9.0998817003 |
| 2018-12-01 | 9.2313446550 |
| 2019-01-01 | 9.2784699306 |
| 2019-02-01 | 9.5213143311 |
| 2019-03-01 | 9.4086666136 |
| 2019-04-01 | 9.7928085035 |
| 2019-05-01 | 9.7325078424 |
| 2019-06-01 | 9.7334636966 |
| 2019-07-01 | 9.5517558507 |
| 2019-08-01 | 9.3460208617 |
| 2019-09-01 | 9.3220905978 |
| 2019-10-01 | 9.1615694451 |
| 2019-11-01 | 9.1169823277 |
| 2019-12-01 | 9.3458946169 |
| 2020-01-01 | 9.3551886987 |
| 2020-02-01 | 9.3144083074 |
| 2020-03-01 | 9.1209272021 |
| 2020-04-01 | 8.2992195433 |
| 2020-05-01 | 7.9412564005 |
| 2020-06-01 | 7.6282081945 |
| 2020-07-01 | 8.1815444919 |
| 2020-08-01 | 8.6283970275 |
| 2020-09-01 | 8.9197232697 |
| 2020-10-01 | 8.9270995411 |
| 2020-11-01 | 9.0045055827 |
| 2020-12-01 | 9.0475430037 |
| 2021-01-01 | 9.1614897788 |
| 2021-02-01 | 8.7396745591 |
| 2021-03-01 | 9.3288648019 |
| 2021-04-01 | 9.4338689025 |
| 2021-05-01 | 9.5304980503 |
| 2021-06-01 | 9.5258757339 |
| 2021-07-01 | 9.4732308445 |
| 2021-08-01 | 9.5852235266 |
| 2021-09-01 | 9.6207928008 |
| 2021-10-01 | 9.9149653130 |
| 2021-11-01 | 9.8943355263 |
| 2021-12-01 | 9.7565977782 |
| 2022-01-01 | 9.8077668813 |
| 2022-02-01 | 9.7739989088 |
| 2022-03-01 | 10.0325415620 |
| 2022-04-01 | 10.1396072162 |
| 2022-05-01 | 9.8841026087 |
| 2022-06-01 | 10.1982507594 |
| 2022-07-01 | 10.4409320312 |
| 2022-08-01 | 10.3642896414 |
| 2022-09-01 | 10.5709795050 |
| 2022-10-01 | 10.3411308309 |
| 2022-11-01 | 10.2924545885 |
| 2022-12-01 | 10.0657188686 |
| 2023-01-01 | 10.1403320467 |
| 2023-02-01 | 10.2970139638 |
| 2023-03-01 | 10.1131908252 |
| 2023-04-01 | 9.9146402838 |
| 2023-05-01 | 10.0369554096 |
| 2023-06-01 | 9.9671765602 |
| 2023-07-01 | 10.1032692439 |
| 2023-08-01 | 10.0697279754 |
| 2023-09-01 | 9.6279423651 |
| 2023-10-01 | 10.0095792495 |
| 2023-11-01 | 9.9102822741 |
| 2023-12-01 | 9.9744459168 |
| 2024-01-01 | 9.7572451059 |
| 2024-02-01 | 9.6789987058 |
| 2024-03-01 | 9.5816249927 |
| 2024-04-01 | 9.8673569825 |
| 2024-05-01 | 10.0850248945 |
| 2024-06-01 | 10.0387734788 |
| 2024-07-01 | 9.9827506639 |
| 2024-08-01 | 10.0072826308 |
| 2024-09-01 | 9.9064303379 |
| 2024-10-01 | 9.6885256266 |
| 2024-11-01 | 9.5290191701 |
| 2024-12-01 | 9.7594129241 |
| 2025-01-01 | 9.5390225210 |
| 2025-02-01 | 9.4528133401 |
| 2025-03-01 | 9.3425279620 |
| 2025-04-01 | 9.3243722155 |
| 2025-05-01 | 9.5499495402 |
| 2025-06-01 | 9.1297824774 |
| 2025-07-01 | 8.7894089609 |
| 2025-08-01 | 8.7501151910 |
| 2025-09-01 | 8.6562415594 |
| 2025-10-01 | 8.6492825210 |
| 2025-11-01 | 8.9479436905 |
| 2025-12-01 | 8.8402536959 |
| 2026-01-01 | 9.1150746550 |
| 2026-02-01 | 9.1234437492 |
| 2026-03-01 | 9.1092763176 |
| 2026-04-01 | 8.9880488317 |
| 2026-05-01 | 8.8304126478 |
| 2026-06-01 | 8.7267538100 |
| 2026-07-01 | 8.8111606295 |
| 2026-08-01 | 8.6897847098 |
| 2026-09-01 | 8.7952102420 |