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 2024-02-01 Last Updated: 2024-03-23 4:31 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/DULU227NRMNN). 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 9.5444235041149810 1990-02-01 9.4290298018510200 1990-03-01 9.5293883888067300 1990-04-01 9.4332809509945700 1990-05-01 9.0757571761275990 1990-06-01 9.5865769901421000 1990-07-01 9.4400137794126180 1990-08-01 9.4522440166071500 1990-09-01 9.1719894544769000 1990-10-01 9.4148508639408490 1990-11-01 9.5900790083362600 1990-12-01 9.5226305754233000 1991-01-01 9.4608486399489210 1991-02-01 9.5371783173940390 1991-03-01 9.4246825522757800 1991-04-01 9.6267266385746310 1991-05-01 9.6697203748476900 1991-06-01 9.6798696103039800 1991-07-01 9.5335531172789490 1991-08-01 9.6590398741954900 1991-09-01 9.7804290994376190 1991-10-01 9.8188797028127000 1991-11-01 9.6878052749644490 1991-12-01 9.8107033556292700 1992-01-01 9.9767016055444400 1992-02-01 9.9423585598805900 1992-03-01 9.8265568523668300 1992-04-01 9.7216166664400700 1992-05-01 9.6699610712508690 1992-06-01 9.6684724875434100 1992-07-01 9.8178449344628010 1992-08-01 8.9708620540020800 1992-09-01 9.7983817965601900 1992-10-01 9.7218447021443800 1992-11-01 9.5815232531375400 1992-12-01 9.1818177857141500 1993-01-01 9.4776685049104700 1993-02-01 9.5550726387758100 1993-03-01 9.7302763456526510 1993-04-01 9.8348984176413400 1993-05-01 9.6910257777816400 1993-06-01 9.3584748067543300 1993-07-01 9.5913591846775610 1993-08-01 9.4713076680846100 1993-09-01 9.4158351329609000 1993-10-01 9.4333664482551600 1993-11-01 9.4682510945997790 1993-12-01 9.2315597045176200 1994-01-01 9.2761085965514810 1994-02-01 9.3741729869930500 1994-03-01 9.4438732297922510 1994-04-01 9.9538558941745100 1994-05-01 9.9178955244801000 1994-06-01 9.6612513063649210 1994-07-01 9.4569632517758100 1994-08-01 9.4634566553596600 1994-09-01 9.5394860510028100 1994-10-01 9.5367920809615000 1994-11-01 9.5434349758784020 1994-12-01 9.7959637422892000 1995-01-01 9.8561454577466100 1995-02-01 9.8960119366312110 1995-03-01 9.8726191681281900 1995-04-01 9.8721025787177510 1995-05-01 9.8395812296985990 1995-06-01 10.0612280107346000 1995-07-01 9.9336414210913400 1995-08-01 9.8513381784374400 1995-09-01 9.8574181642083300 1995-10-01 9.9383614641455600 1995-11-01 10.1225069905850000 1995-12-01 10.0684079108525000 1996-01-01 9.9386340060213810 1996-02-01 9.8086788417431000 1996-03-01 9.9198069637866520 1996-04-01 9.7806823019211900 1996-05-01 9.8505734543694300 1996-06-01 9.9558008753471800 1996-07-01 10.1142881151710000 1996-08-01 10.2386628321051010 1996-09-01 10.2732204391141000 1996-10-01 10.1234240426456990 1996-11-01 10.2163105180250000 1996-12-01 10.2644498015011000 1997-01-01 10.1216925317208000 1997-02-01 10.1086314142828000 1997-03-01 10.0629580067321990 1997-04-01 9.6900141435835900 1997-05-01 10.0578448786396000 1997-06-01 10.0636251646758000 1997-07-01 10.3059215951078010 1997-08-01 10.4101658118045000 1997-09-01 10.3711349876900000 1997-10-01 10.5016318546601000 1997-11-01 10.2188345231344000 1997-12-01 10.3663953281719990 1998-01-01 10.6173096812701980 1998-02-01 10.5067539243031990 1998-03-01 10.3996580536160010 1998-04-01 10.4995183950627000 1998-05-01 10.4685180006023020 1998-06-01 10.1769396091939020 1998-07-01 10.0026460672460990 1998-08-01 9.8756380092261500 1998-09-01 9.9696719487816700 1998-10-01 10.0650629331699000 1998-11-01 10.2152517377076000 1998-12-01 10.2762899132585000 1999-01-01 10.4200335751868010 1999-02-01 10.7044216634624000 1999-03-01 10.9213193109912000 1999-04-01 11.2207137398679000 1999-05-01 11.3795024268145980 1999-06-01 11.6818873249366000 1999-07-01 11.5165060973869020 1999-08-01 10.4520287513016990 1999-09-01 11.2580811016361000 1999-10-01 11.1254055499770000 1999-11-01 10.9122308187613020 1999-12-01 10.9783565462951000 2000-01-01 10.6336899875363000 2000-02-01 11.0013025108090990 2000-03-01 10.9199196036951990 2000-04-01 10.8491770749356980 2000-05-01 10.7985848690687000 2000-06-01 10.6692101171210000 2000-07-01 10.7272501830554020 2000-08-01 10.8472931306508990 2000-09-01 11.1556093692856000 2000-10-01 10.5923669375674020 2000-11-01 10.5178695514133020 2000-12-01 10.6770172798144000 2001-01-01 10.1472209291203010 2001-02-01 9.6900718657675390 2001-03-01 9.3929969200454300 2001-04-01 8.9727068650476800 2001-05-01 9.0087053095585000 2001-06-01 8.9647877382957400 2001-07-01 8.5415190963380800 2001-08-01 8.9577286272162700 2001-09-01 8.8554381719273110 2001-10-01 8.8866015351702590 2001-11-01 8.9195186502940710 2001-12-01 8.8767249892482400 2002-01-01 8.6553228058288900 2002-02-01 7.9859075228845600 2002-03-01 8.5462714227874100 2002-04-01 8.3676102400550500 2002-05-01 8.4977654445331300 2002-06-01 8.6625202013773300 2002-07-01 8.7554822459927100 2002-08-01 8.7874974632542900 2002-09-01 8.8796956861475000 2002-10-01 8.9053548165041500 2002-11-01 8.7303656631569190 2002-12-01 8.6929927648737800 2003-01-01 8.6500948020536900 2003-02-01 8.7688496135879600 2003-03-01 8.7808118590253100 2003-04-01 8.6225177879160500 2003-05-01 9.2668941566815800 2003-06-01 8.4593152363284000 2003-07-01 8.5851331866360700 2003-08-01 8.1441062439819200 2003-09-01 8.1261365826611900 2003-10-01 8.1426757291741700 2003-11-01 8.0422830736146600 2003-12-01 8.1133368138078800 2004-01-01 8.2324273490981200 2004-02-01 8.3491220525057000 2004-03-01 8.1998025987062100 2004-04-01 8.4525531231690900 2004-05-01 8.5225214061113400 2004-06-01 8.5572052610119200 2004-07-01 8.6204045682560900 2004-08-01 8.6094344661389000 2004-09-01 8.6948115621504200 2004-10-01 8.5977559759192000 2004-11-01 8.7653238141087310 2004-12-01 8.7291537083958200 2005-01-01 8.2941257182571300 2005-02-01 8.4014583496405700 2005-03-01 8.6252357138350500 2005-04-01 8.5809056486865100 2005-05-01 8.6811994487531300 2005-06-01 8.5835407389114290 2005-07-01 8.6621918791822980 2005-08-01 8.6576099931690710 2005-09-01 8.6695433597107600 2005-10-01 8.6506970803181690 2005-11-01 8.6805457743704600 2005-12-01 8.6316427729450400 2006-01-01 8.7356385187966300 2006-02-01 9.0547697534512000 2006-03-01 8.8581024911244910 2006-04-01 8.9303042470048700 2006-05-01 8.6585611581480200 2006-06-01 8.8340484550415500 2006-07-01 8.5977456768771100 2006-08-01 8.6954451050153400 2006-09-01 8.7262101160687810 2006-10-01 9.1729044360248920 2006-11-01 8.8946769823150990 2006-12-01 8.9400093577513480 2007-01-01 8.8804679185414000 2007-02-01 8.6956077636297200 2007-03-01 8.7156753434523000 2007-04-01 8.5986983629040000 2007-05-01 8.9594085072182500 2007-06-01 8.5834688588217300 2007-07-01 8.5265310810305890 2007-08-01 8.5274934206181500 2007-09-01 8.4498440663921600 2007-10-01 8.3638383024844510 2007-11-01 8.5167966302042010 2007-12-01 8.5535195524350600 2008-01-01 8.5393426309600590 2008-02-01 8.6359910027799000 2008-03-01 8.5896379484442990 2008-04-01 8.5916489617013800 2008-05-01 8.8750492641466000 2008-06-01 8.5180673756130800 2008-07-01 8.6306457286512700 2008-08-01 8.6548141435223000 2008-09-01 8.3482735075239600 2008-10-01 8.3528040396290400 2008-11-01 8.2459434037505590 2008-12-01 8.1798832429313800 2009-01-01 8.1070410637646000 2009-02-01 8.2824648810470710 2009-03-01 7.9868687831554400 2009-04-01 7.5751353654073300 2009-05-01 6.9892101162412310 2009-06-01 6.6438426253643100 2009-07-01 7.1261973322348600 2009-08-01 6.9699175317445805 2009-09-01 6.4423757317545700 2009-10-01 7.2498748186046210 2009-11-01 7.0796370034561305 2009-12-01 6.9847663454727400 2010-01-01 7.0914099706141700 2010-02-01 7.1575099278661000 2010-03-01 7.1707847305369490 2010-04-01 7.7602786525483390 2010-05-01 7.5084171132079600 2010-06-01 6.8521219495192800 2010-07-01 7.6128483574518610 2010-08-01 7.6905180963154810 2010-09-01 7.9503646401369300 2010-10-01 7.8479916859744300 2010-11-01 7.7982787514160705 2010-12-01 7.7814860927805904 2011-01-01 7.7756055623336300 2011-02-01 7.9554259826046390 2011-03-01 7.7576534079520190 2011-04-01 7.7460356150119996 2011-05-01 7.8339478716023100 2011-06-01 8.0336168986030800 2011-07-01 8.1180309777806700 2011-08-01 8.0982446852646390 2011-09-01 8.0726268513252800 2011-10-01 7.9516411966064110 2011-11-01 8.0973857138073590 2011-12-01 8.0415731413051110 2012-01-01 8.2743652765097900 2012-02-01 8.1680235538004300 2012-03-01 8.2505740765026100 2012-04-01 8.4635627884677200 2012-05-01 8.2675192359675500 2012-06-01 8.0920881751501600 2012-07-01 8.2131653333905310 2012-08-01 8.2939436555881800 2012-09-01 8.3036518062484210 2012-10-01 8.3604218711078890 2012-11-01 8.2664605176976200 2012-12-01 8.6023452109498600 2013-01-01 8.4861037343639100 2013-02-01 8.5953478606483200 2013-03-01 9.0555237266017110 2013-04-01 9.2982316431264100 2013-05-01 8.7741422637002700 2013-06-01 8.6707864672244100 2013-07-01 8.2043690776904000 2013-08-01 8.4626453035124810 2013-09-01 8.4168925424602300 2013-10-01 8.6628839136521900 2013-11-01 8.7423312697942990 2013-12-01 8.7734456246740500 2014-01-01 9.0311250650935690 2014-02-01 9.2255778759327700 2014-03-01 8.9577575538890300 2014-04-01 8.7248879043475500 2014-05-01 8.7621535716355190 2014-06-01 9.3543616687953490 2014-07-01 9.1808112612477200 2014-08-01 9.4466328485223900 2014-09-01 9.4122345362678500 2014-10-01 9.4517877134244710 2014-11-01 9.6384167833063490 2014-12-01 9.6946435248802400 2015-01-01 9.4659670937203500 2015-02-01 9.4409176061804720 2015-03-01 9.2696432697190600 2015-04-01 9.2306959095451600 2015-05-01 9.1307779152946080 2015-06-01 9.3410588008586100 2015-07-01 9.6697469269571700 2015-08-01 9.1282557479428400 2015-09-01 9.0728952107104190 2015-10-01 9.0561498743423010 2015-11-01 9.0790972705659990 2015-12-01 9.3366606318743700 2016-01-01 8.5983777439206910 2016-02-01 8.6243299173019300 2016-03-01 8.6930084370593800 2016-04-01 8.4973275872357590 2016-05-01 8.8917036150402100 2016-06-01 8.6181317280716690 2016-07-01 8.9691792390792320 2016-08-01 9.0348973784336800 2016-09-01 9.0336604873065900 2016-10-01 8.9788650142416000 2016-11-01 8.9529503066317200 2016-12-01 8.7825494458750700 2017-01-01 8.6810375226762600 2017-02-01 8.6852184858564400 2017-03-01 8.8043794482514810 2017-04-01 8.8554155902764400 2017-05-01 8.7558689523606200 2017-06-01 8.6225615325670190 2017-07-01 8.7115758330684600 2017-08-01 8.5345140571416900 2017-09-01 8.5833857863419300 2017-10-01 8.6958823875020990 2017-11-01 8.6384126572817300 2017-12-01 8.7111342680279690 2018-01-01 9.0486518387023590 2018-02-01 9.1465825411170900 2018-03-01 9.2087705402912210 2018-04-01 9.3047457517946700 2018-05-01 9.2297653812163100 2018-06-01 9.3265393924651310 2018-07-01 9.2793296693288600 2018-08-01 9.2516763430313700 2018-09-01 9.2588959642285200 2018-10-01 9.0844363248840400 2018-11-01 9.0960959258693690 2018-12-01 9.2266525195294400 2019-01-01 9.2904418653054800 2019-02-01 9.5217174096836690 2019-03-01 9.4057517734931000 2019-04-01 9.7880759972292300 2019-05-01 9.7467653713660810 2019-06-01 9.7317489888630800 2019-07-01 9.5468892605634700 2019-08-01 9.3414116110947500 2019-09-01 9.3258945425566300 2019-10-01 9.1578130208391300 2019-11-01 9.1124952159206880 2019-12-01 9.3401329112814700 2020-01-01 9.3660093126949300 2020-02-01 9.3143807316303400 2020-03-01 9.1193167972678300 2020-04-01 8.2970979666083300 2020-05-01 7.9662185229199505 2020-06-01 7.6272740902979500 2020-07-01 8.1726903945301400 2020-08-01 8.6139159160904410 2020-09-01 8.9208302858727780 2020-10-01 8.9237077189415290 2020-11-01 8.9974143792287000 2020-12-01 9.0446779336114100 2021-01-01 9.1759671031981900 2021-02-01 8.7307951535353200 2021-03-01 9.3206350689275700 2021-04-01 9.4379345197615600 2021-05-01 9.5890941857514620 2021-06-01 9.5369142919466300 2021-07-01 9.4537363909667210 2021-08-01 9.5589441149772800 2021-09-01 9.6082224917225100 2021-10-01 9.8931357827020600 2021-11-01 9.8685064051350100 2021-12-01 9.7663539719011100 2022-01-01 9.8279412513341190 2022-02-01 9.7651568560237900 2022-03-01 10.0237174175876990 2022-04-01 10.1679530384679020 2022-05-01 9.9847519882312310 2022-06-01 10.2377706880882000 2022-07-01 10.4025048789985000 2022-08-01 10.3125039270191990 2022-09-01 10.5219693313837000 2022-10-01 10.2725122420207000 2022-11-01 10.2467823824766000 2022-12-01 10.0878284669954000 2023-01-01 10.1832417788065990 2023-02-01 10.3020500959243000 2023-03-01 10.1167055376967000 2023-04-01 9.9785211476148200 2023-05-01 10.1885443971841990 2023-06-01 10.0328237742321000 2023-07-01 10.0438464085493000 2023-08-01 9.9803110795001500 2023-09-01 9.5238033310769480 2023-10-01 9.5750369257969300 2023-11-01 9.5402903902325900 2023-12-01 9.6110183008468500 2024-01-01 9.4295434483142400 2024-02-01 9.5183252341125610