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 2026-07-01 |
| Last Updated | 2026-08-21 7:43 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 | 9.54441988341688 |
| 1990-02-01 | 9.42902586118800 |
| 1990-03-01 | 9.52939029570026 |
| 1990-04-01 | 9.43328443775136 |
| 1990-05-01 | 9.07575132967780 |
| 1990-06-01 | 9.58654020026517 |
| 1990-07-01 | 9.44000470061933 |
| 1990-08-01 | 9.45232987163705 |
| 1990-09-01 | 9.17197222369095 |
| 1990-10-01 | 9.41484766833804 |
| 1990-11-01 | 9.59006884056901 |
| 1990-12-01 | 9.52262897072248 |
| 1991-01-01 | 9.46084440823538 |
| 1991-02-01 | 9.53717400763048 |
| 1991-03-01 | 9.42468535074746 |
| 1991-04-01 | 9.62673148715844 |
| 1991-05-01 | 9.66971489181876 |
| 1991-06-01 | 9.67983361175189 |
| 1991-07-01 | 9.53354616850595 |
| 1991-08-01 | 9.65911676725592 |
| 1991-09-01 | 9.78041473984440 |
| 1991-10-01 | 9.81887720108876 |
| 1991-11-01 | 9.68779611739629 |
| 1991-12-01 | 9.81070138777082 |
| 1992-01-01 | 9.97669702414805 |
| 1992-02-01 | 9.94235408540293 |
| 1992-03-01 | 9.82656033454771 |
| 1992-04-01 | 9.72162243437410 |
| 1992-05-01 | 9.66995597618274 |
| 1992-06-01 | 9.66844008829478 |
| 1992-07-01 | 9.81783832505186 |
| 1992-08-01 | 8.97092814494903 |
| 1992-09-01 | 9.79837224990004 |
| 1992-10-01 | 9.72184205243278 |
| 1992-11-01 | 9.58151437259679 |
| 1992-12-01 | 9.18181562026481 |
| 1993-01-01 | 9.47766426965236 |
| 1993-02-01 | 9.55506887495395 |
| 1993-03-01 | 9.73027995828030 |
| 1993-04-01 | 9.83490396963809 |
| 1993-05-01 | 9.69102084906848 |
| 1993-06-01 | 9.35844767447022 |
| 1993-07-01 | 9.59135224808597 |
| 1993-08-01 | 9.47136581436906 |
| 1993-09-01 | 9.41582741644194 |
| 1993-10-01 | 9.43336207083462 |
| 1993-11-01 | 9.46824272164739 |
| 1993-12-01 | 9.23155720404972 |
| 1994-01-01 | 9.27610472546578 |
| 1994-02-01 | 9.37417044241558 |
| 1994-03-01 | 9.44387854813757 |
| 1994-04-01 | 9.95386330652368 |
| 1994-05-01 | 9.91789257574606 |
| 1994-06-01 | 9.66122892778156 |
| 1994-07-01 | 9.45695806964735 |
| 1994-08-01 | 9.46349381589303 |
| 1994-09-01 | 9.53948155324701 |
| 1994-10-01 | 9.53678801977455 |
| 1994-11-01 | 9.54342819634996 |
| 1994-12-01 | 9.79596241772193 |
| 1995-01-01 | 9.85614419132547 |
| 1995-02-01 | 9.89601272409348 |
| 1995-03-01 | 9.87262551878379 |
| 1995-04-01 | 9.87210981515375 |
| 1995-05-01 | 9.83958419005776 |
| 1995-06-01 | 10.06120969413150 |
| 1995-07-01 | 9.93363550711673 |
| 1995-08-01 | 9.85135218631947 |
| 1995-09-01 | 9.85741219007619 |
| 1995-10-01 | 9.93835729663277 |
| 1995-11-01 | 10.12250247852010 |
| 1995-12-01 | 10.06840883282070 |
| 1996-01-01 | 9.93863680245737 |
| 1996-02-01 | 9.80868531249482 |
| 1996-03-01 | 9.91981850494368 |
| 1996-04-01 | 9.78069518966417 |
| 1996-05-01 | 9.85059199278577 |
| 1996-06-01 | 9.95576857006867 |
| 1996-07-01 | 10.11429411369230 |
| 1996-08-01 | 10.23861584839100 |
| 1996-09-01 | 10.27322404818290 |
| 1996-10-01 | 10.12342670321840 |
| 1996-11-01 | 10.21630994267320 |
| 1996-12-01 | 10.26445320255350 |
| 1997-01-01 | 10.12171193424700 |
| 1997-02-01 | 10.10864274209750 |
| 1997-03-01 | 10.06297331890600 |
| 1997-04-01 | 9.69003112283906 |
| 1997-05-01 | 10.05787623797650 |
| 1997-06-01 | 10.06357417536750 |
| 1997-07-01 | 10.30593111795930 |
| 1997-08-01 | 10.41006937771030 |
| 1997-09-01 | 10.37114907265730 |
| 1997-10-01 | 10.50163603385190 |
| 1997-11-01 | 10.21883754619560 |
| 1997-12-01 | 10.36640692399310 |
| 1998-01-01 | 10.61734795076710 |
| 1998-02-01 | 10.50676899930970 |
| 1998-03-01 | 10.39967337847390 |
| 1998-04-01 | 10.49956667430720 |
| 1998-05-01 | 10.46854588572640 |
| 1998-06-01 | 10.17685631677370 |
| 1998-07-01 | 10.00264323886600 |
| 1998-08-01 | 9.87549298910375 |
| 1998-09-01 | 9.96970034939740 |
| 1998-10-01 | 10.06507517211700 |
| 1998-11-01 | 10.21526805958570 |
| 1998-12-01 | 10.27631980003810 |
| 1999-01-01 | 10.42009924021080 |
| 1999-02-01 | 10.70444929317500 |
| 1999-03-01 | 10.92132758665350 |
| 1999-04-01 | 11.22077665565770 |
| 1999-05-01 | 11.37950253312330 |
| 1999-06-01 | 11.68177618091260 |
| 1999-07-01 | 11.51646836541920 |
| 1999-08-01 | 10.45187176914440 |
| 1999-09-01 | 11.25811585688260 |
| 1999-10-01 | 11.12542074598800 |
| 1999-11-01 | 10.91226396665550 |
| 1999-12-01 | 10.97841581430660 |
| 2000-01-01 | 10.63378520190740 |
| 2000-02-01 | 11.00137327487240 |
| 2000-03-01 | 10.91997246778640 |
| 2000-04-01 | 10.84932783044900 |
| 2000-05-01 | 10.79825865453660 |
| 2000-06-01 | 10.66915893150520 |
| 2000-07-01 | 10.72714739800750 |
| 2000-08-01 | 10.84717988471850 |
| 2000-09-01 | 11.15567681980940 |
| 2000-10-01 | 10.59240851902430 |
| 2000-11-01 | 10.51792717073020 |
| 2000-12-01 | 10.67710023027020 |
| 2001-01-01 | 10.14734124868120 |
| 2001-02-01 | 9.69017896638763 |
| 2001-03-01 | 9.39310629924148 |
| 2001-04-01 | 8.97289979911176 |
| 2001-05-01 | 9.00803769024250 |
| 2001-06-01 | 8.96480962508616 |
| 2001-07-01 | 8.54134743243048 |
| 2001-08-01 | 8.95770006874384 |
| 2001-09-01 | 8.85553513895487 |
| 2001-10-01 | 8.88667221195550 |
| 2001-11-01 | 8.91960644953762 |
| 2001-12-01 | 8.87683948332213 |
| 2002-01-01 | 8.65543616462700 |
| 2002-02-01 | 7.98602820834576 |
| 2002-03-01 | 8.54644540349953 |
| 2002-04-01 | 8.36785211638649 |
| 2002-05-01 | 8.49676183868989 |
| 2002-06-01 | 8.66262097404414 |
| 2002-07-01 | 8.75524807203992 |
| 2002-08-01 | 8.78755984506016 |
| 2002-09-01 | 8.87982096590586 |
| 2002-10-01 | 8.90546553433405 |
| 2002-11-01 | 8.73048686706635 |
| 2002-12-01 | 8.69312825353990 |
| 2003-01-01 | 8.65018622236304 |
| 2003-02-01 | 8.76897217074842 |
| 2003-03-01 | 8.78099705372321 |
| 2003-04-01 | 8.62270025733334 |
| 2003-05-01 | 9.26585617043341 |
| 2003-06-01 | 8.45941497202615 |
| 2003-07-01 | 8.58482242875237 |
| 2003-08-01 | 8.14421665073869 |
| 2003-09-01 | 8.12626770011198 |
| 2003-10-01 | 8.14287735366275 |
| 2003-11-01 | 8.04243446051088 |
| 2003-12-01 | 8.11349784461097 |
| 2004-01-01 | 8.23249632347944 |
| 2004-02-01 | 8.34924147242232 |
| 2004-03-01 | 8.19998680347817 |
| 2004-04-01 | 8.45269714359813 |
| 2004-05-01 | 8.52133624730317 |
| 2004-06-01 | 8.55731925021060 |
| 2004-07-01 | 8.62006598920543 |
| 2004-08-01 | 8.60958666675044 |
| 2004-09-01 | 8.69499004205861 |
| 2004-10-01 | 8.59808513670241 |
| 2004-11-01 | 8.76552795238390 |
| 2004-12-01 | 8.72934046948168 |
| 2005-01-01 | 8.29418724116504 |
| 2005-02-01 | 8.40155028859629 |
| 2005-03-01 | 8.62535287077385 |
| 2005-04-01 | 8.58094174238727 |
| 2005-05-01 | 8.67981660737043 |
| 2005-06-01 | 8.58363418583340 |
| 2005-07-01 | 8.66192148507446 |
| 2005-08-01 | 8.65781659339929 |
| 2005-09-01 | 8.66981821424159 |
| 2005-10-01 | 8.65120643610714 |
| 2005-11-01 | 8.68086464877585 |
| 2005-12-01 | 8.63195068275577 |
| 2006-01-01 | 8.73582351618743 |
| 2006-02-01 | 9.05468835170415 |
| 2006-03-01 | 8.85766259280590 |
| 2006-04-01 | 8.93042426725560 |
| 2006-05-01 | 8.65683348000955 |
| 2006-06-01 | 8.83413705609715 |
| 2006-07-01 | 8.59763971333874 |
| 2006-08-01 | 8.69571841630130 |
| 2006-09-01 | 8.72700649450423 |
| 2006-10-01 | 9.17350139381995 |
| 2006-11-01 | 8.89506762380133 |
| 2006-12-01 | 8.94037789009907 |
| 2007-01-01 | 8.88073721018374 |
| 2007-02-01 | 8.69531752058326 |
| 2007-03-01 | 8.71459476920318 |
| 2007-04-01 | 8.59883042304013 |
| 2007-05-01 | 8.95737662069594 |
| 2007-06-01 | 8.58358454666566 |
| 2007-07-01 | 8.52640213127249 |
| 2007-08-01 | 8.52760186519811 |
| 2007-09-01 | 8.45220275707224 |
| 2007-10-01 | 8.36427866673957 |
| 2007-11-01 | 8.51706197869879 |
| 2007-12-01 | 8.55381986951739 |
| 2008-01-01 | 8.53962826629869 |
| 2008-02-01 | 8.63543575543854 |
| 2008-03-01 | 8.58793492516896 |
| 2008-04-01 | 8.59185407191230 |
| 2008-05-01 | 8.87276761458727 |
| 2008-06-01 | 8.51826764915484 |
| 2008-07-01 | 8.63050853408171 |
| 2008-08-01 | 8.65479741195072 |
| 2008-09-01 | 8.35219811464493 |
| 2008-10-01 | 8.35299159689246 |
| 2008-11-01 | 8.24601200118812 |
| 2008-12-01 | 8.17998455360168 |
| 2009-01-01 | 8.10716427468192 |
| 2009-02-01 | 8.28173021847462 |
| 2009-03-01 | 7.98501287348344 |
| 2009-04-01 | 7.57521030059213 |
| 2009-05-01 | 6.98697886535623 |
| 2009-06-01 | 6.64411726963920 |
| 2009-07-01 | 7.12601460243692 |
| 2009-08-01 | 6.96975912419917 |
| 2009-09-01 | 6.44742355057058 |
| 2009-10-01 | 7.24980837881014 |
| 2009-11-01 | 7.07951080557613 |
| 2009-12-01 | 6.98468463923173 |
| 2010-01-01 | 7.09138361438161 |
| 2010-02-01 | 7.15662730295710 |
| 2010-03-01 | 7.16885640069976 |
| 2010-04-01 | 7.76025564852772 |
| 2010-05-01 | 7.50670192960882 |
| 2010-06-01 | 6.85239817677237 |
| 2010-07-01 | 7.61271066750449 |
| 2010-08-01 | 7.69037002520243 |
| 2010-09-01 | 7.95539270366538 |
| 2010-10-01 | 7.84780115371060 |
| 2010-11-01 | 7.79806038163454 |
| 2010-12-01 | 7.78126926472916 |
| 2011-01-01 | 7.77542188108619 |
| 2011-02-01 | 7.95444001603565 |
| 2011-03-01 | 7.75623506837793 |
| 2011-04-01 | 7.74572278872623 |
| 2011-05-01 | 7.83291284579124 |
| 2011-06-01 | 8.03392320088588 |
| 2011-07-01 | 8.11781070809737 |
| 2011-08-01 | 8.09804181820428 |
| 2011-09-01 | 8.07714719294539 |
| 2011-10-01 | 7.95137191296139 |
| 2011-11-01 | 8.09709738620336 |
| 2011-12-01 | 8.04129074829089 |
| 2012-01-01 | 8.27411573627573 |
| 2012-02-01 | 8.16702312282028 |
| 2012-03-01 | 8.24975925363266 |
| 2012-04-01 | 8.46307274041403 |
| 2012-05-01 | 8.26711571379835 |
| 2012-06-01 | 8.09237947376475 |
| 2012-07-01 | 8.21302595571426 |
| 2012-08-01 | 8.29389501124908 |
| 2012-09-01 | 8.30659753414388 |
| 2012-10-01 | 8.36029284785646 |
| 2012-11-01 | 8.26628992580365 |
| 2012-12-01 | 8.60213914986530 |
| 2013-01-01 | 8.48588483182709 |
| 2013-02-01 | 8.59441919115071 |
| 2013-03-01 | 9.05537052601600 |
| 2013-04-01 | 9.29758922616404 |
| 2013-05-01 | 8.77402534628498 |
| 2013-06-01 | 8.67108444262885 |
| 2013-07-01 | 8.20435012486539 |
| 2013-08-01 | 8.46274393243526 |
| 2013-09-01 | 8.41826957845246 |
| 2013-10-01 | 8.66292582814511 |
| 2013-11-01 | 8.74232633919896 |
| 2013-12-01 | 8.77340164422413 |
| 2014-01-01 | 9.03105930975722 |
| 2014-02-01 | 9.22479895727332 |
| 2014-03-01 | 8.95773071949029 |
| 2014-04-01 | 8.72431909732197 |
| 2014-05-01 | 8.76213197907462 |
| 2014-06-01 | 9.35459203600994 |
| 2014-07-01 | 9.18092885342370 |
| 2014-08-01 | 9.44692199082929 |
| 2014-09-01 | 9.41253043898496 |
| 2014-10-01 | 9.45202465265844 |
| 2014-11-01 | 9.63856167581764 |
| 2014-12-01 | 9.69475102298978 |
| 2015-01-01 | 9.46594653416502 |
| 2015-02-01 | 9.44015162581165 |
| 2015-03-01 | 9.26958906954969 |
| 2015-04-01 | 9.23010937825122 |
| 2015-05-01 | 9.13071132247633 |
| 2015-06-01 | 9.34125496298096 |
| 2015-07-01 | 9.66991713797107 |
| 2015-08-01 | 9.12863456585883 |
| 2015-09-01 | 9.07332344734700 |
| 2015-10-01 | 9.05648299600353 |
| 2015-11-01 | 9.07925202221897 |
| 2015-12-01 | 9.33672928288748 |
| 2016-01-01 | 8.59816755897884 |
| 2016-02-01 | 8.62353712809332 |
| 2016-03-01 | 8.69269496802695 |
| 2016-04-01 | 8.49672120294992 |
| 2016-05-01 | 8.89151259233328 |
| 2016-06-01 | 8.61813177897298 |
| 2016-07-01 | 8.96934831785855 |
| 2016-08-01 | 9.03547409327432 |
| 2016-09-01 | 9.03444944840378 |
| 2016-10-01 | 8.97977516522580 |
| 2016-11-01 | 8.95410510452238 |
| 2016-12-01 | 8.78411857770502 |
| 2017-01-01 | 8.67670451071463 |
| 2017-02-01 | 8.68418948151926 |
| 2017-03-01 | 8.80489747616210 |
| 2017-04-01 | 8.85640612628348 |
| 2017-05-01 | 8.75280799075903 |
| 2017-06-01 | 8.62266753895072 |
| 2017-07-01 | 8.71303248180750 |
| 2017-08-01 | 8.53643620869195 |
| 2017-09-01 | 8.58192675373926 |
| 2017-10-01 | 8.69831081702667 |
| 2017-11-01 | 8.64118434595943 |
| 2017-12-01 | 8.71434730979174 |
| 2018-01-01 | 9.04010971603228 |
| 2018-02-01 | 9.14509943964248 |
| 2018-03-01 | 9.20978842941964 |
| 2018-04-01 | 9.30710006190400 |
| 2018-05-01 | 9.22387610784673 |
| 2018-06-01 | 9.32702400964156 |
| 2018-07-01 | 9.28235820249119 |
| 2018-08-01 | 9.25505873652278 |
| 2018-09-01 | 9.25494639885735 |
| 2018-10-01 | 9.08783244236489 |
| 2018-11-01 | 9.10013878918233 |
| 2018-12-01 | 9.23171329155852 |
| 2019-01-01 | 9.27839181413235 |
| 2019-02-01 | 9.52076563210158 |
| 2019-03-01 | 9.40876127689045 |
| 2019-04-01 | 9.79315796546356 |
| 2019-05-01 | 9.73092912455636 |
| 2019-06-01 | 9.73361333041492 |
| 2019-07-01 | 9.55198821856788 |
| 2019-08-01 | 9.34622164722696 |
| 2019-09-01 | 9.32249274885221 |
| 2019-10-01 | 9.16177186683101 |
| 2019-11-01 | 9.11724659342986 |
| 2019-12-01 | 9.34626894187529 |
| 2020-01-01 | 9.35515928978174 |
| 2020-02-01 | 9.31376962298448 |
| 2020-03-01 | 9.12111938030549 |
| 2020-04-01 | 8.29969620167423 |
| 2020-05-01 | 7.93924295497842 |
| 2020-06-01 | 7.62849176971389 |
| 2020-07-01 | 8.18192083435466 |
| 2020-08-01 | 8.62873906474479 |
| 2020-09-01 | 8.91969328442742 |
| 2020-10-01 | 8.92735200250458 |
| 2020-11-01 | 9.00475187970022 |
| 2020-12-01 | 9.04782412113446 |
| 2021-01-01 | 9.16137041218741 |
| 2021-02-01 | 8.73902568032194 |
| 2021-03-01 | 9.32954475875427 |
| 2021-04-01 | 9.43463185007306 |
| 2021-05-01 | 9.52827720106832 |
| 2021-06-01 | 9.52647739126220 |
| 2021-07-01 | 9.47380073735057 |
| 2021-08-01 | 9.58556974246671 |
| 2021-09-01 | 9.62003818000582 |
| 2021-10-01 | 9.91488173345244 |
| 2021-11-01 | 9.89450589702761 |
| 2021-12-01 | 9.75635633569095 |
| 2022-01-01 | 9.80736003573191 |
| 2022-02-01 | 9.77337375948159 |
| 2022-03-01 | 10.03386051140140 |
| 2022-04-01 | 10.14092355691430 |
| 2022-05-01 | 9.88312865304937 |
| 2022-06-01 | 10.19949375047300 |
| 2022-07-01 | 10.44173898153520 |
| 2022-08-01 | 10.36438176071420 |
| 2022-09-01 | 10.56881769389410 |
| 2022-10-01 | 10.34008924481440 |
| 2022-11-01 | 10.29197396405710 |
| 2022-12-01 | 10.06450001543900 |
| 2023-01-01 | 10.13919047106290 |
| 2023-02-01 | 10.29635614701020 |
| 2023-03-01 | 10.11535100623810 |
| 2023-04-01 | 9.91715075322618 |
| 2023-05-01 | 10.03863153830840 |
| 2023-06-01 | 9.97156842496693 |
| 2023-07-01 | 10.10816786639150 |
| 2023-08-01 | 10.06357594770230 |
| 2023-09-01 | 9.62266672998233 |
| 2023-10-01 | 10.00601719473870 |
| 2023-11-01 | 9.90833701912989 |
| 2023-12-01 | 9.97216842925707 |
| 2024-01-01 | 9.75615815125934 |
| 2024-02-01 | 9.68021230319250 |
| 2024-03-01 | 9.58722919942410 |
| 2024-04-01 | 9.87392491020670 |
| 2024-05-01 | 10.09134080647720 |
| 2024-06-01 | 10.04583234828640 |
| 2024-07-01 | 9.98953831810019 |
| 2024-08-01 | 9.98803934766472 |
| 2024-09-01 | 9.89518229844185 |
| 2024-10-01 | 9.68338106270612 |
| 2024-11-01 | 9.52656771421030 |
| 2024-12-01 | 9.75742669301380 |
| 2025-01-01 | 9.53909055454026 |
| 2025-02-01 | 9.45683949620820 |
| 2025-03-01 | 9.35268100247289 |
| 2025-04-01 | 9.33596850370921 |
| 2025-05-01 | 9.56113671980238 |
| 2025-06-01 | 9.14002744045595 |
| 2025-07-01 | 8.79865309921556 |
| 2025-08-01 | 8.71252063601062 |
| 2025-09-01 | 8.63806513432270 |
| 2025-10-01 | 8.64305910218944 |
| 2025-11-01 | 8.94579977755386 |
| 2025-12-01 | 8.83942832819838 |
| 2026-01-01 | 9.11736664515406 |
| 2026-02-01 | 9.13142401052280 |
| 2026-03-01 | 9.12530524676608 |
| 2026-04-01 | 9.00610222108935 |
| 2026-05-01 | 8.84695587013546 |
| 2026-06-01 | 8.73929331429534 |
| 2026-07-01 | 8.82048089459153 |