Table Data - All Employees: Professional and Business Services in Duluth, MN-WI (MSA)
| Title | All Employees: Professional and Business Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227PBSV |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 7:13 AM CST |
| 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 | 4.9916310821045595 |
| 1990-02-01 | 4.9587137624451300 |
| 1990-03-01 | 5.0496263698383500 |
| 1990-04-01 | 5.0557791433172600 |
| 1990-05-01 | 5.0597553130831300 |
| 1990-06-01 | 5.0684126721663500 |
| 1990-07-01 | 5.4143452185830000 |
| 1990-08-01 | 5.3944654016402700 |
| 1990-09-01 | 5.5970624431869600 |
| 1990-10-01 | 5.2238764850499300 |
| 1990-11-01 | 5.4087080628993300 |
| 1990-12-01 | 5.3873132643136294 |
| 1991-01-01 | 5.2879862191971400 |
| 1991-02-01 | 5.2516301926168890 |
| 1991-03-01 | 5.2371537448853900 |
| 1991-04-01 | 5.3574131748483600 |
| 1991-05-01 | 5.4586398120092205 |
| 1991-06-01 | 5.4715105775445310 |
| 1991-07-01 | 5.5169071926467690 |
| 1991-08-01 | 5.6019027486188800 |
| 1991-09-01 | 5.6075316261099300 |
| 1991-10-01 | 5.6280568468321395 |
| 1991-11-01 | 5.6119362196365290 |
| 1991-12-01 | 5.6967301349794600 |
| 1992-01-01 | 6.1793904337819300 |
| 1992-02-01 | 6.1296670519379200 |
| 1992-03-01 | 6.1139447561778300 |
| 1992-04-01 | 6.2612122452072000 |
| 1992-05-01 | 6.2528036512636900 |
| 1992-06-01 | 6.3746037814752990 |
| 1992-07-01 | 6.3269858053738700 |
| 1992-08-01 | 6.2200428594659805 |
| 1992-09-01 | 6.3197476733704505 |
| 1992-10-01 | 5.5358963825055705 |
| 1992-11-01 | 5.5181539525517310 |
| 1992-12-01 | 5.5140166695839400 |
| 1993-01-01 | 5.1621752387948600 |
| 1993-02-01 | 5.1977317659143205 |
| 1993-03-01 | 5.2841768578894510 |
| 1993-04-01 | 5.0628220162377000 |
| 1993-05-01 | 5.0523874092452195 |
| 1993-06-01 | 5.0752321503747100 |
| 1993-07-01 | 5.0345948630440800 |
| 1993-08-01 | 5.1424336627416800 |
| 1993-09-01 | 5.2376165994673000 |
| 1993-10-01 | 5.3460470666720990 |
| 1993-11-01 | 5.4175319056337800 |
| 1993-12-01 | 5.4269798669128300 |
| 1994-01-01 | 5.4415995274104200 |
| 1994-02-01 | 5.4766461118677805 |
| 1994-03-01 | 5.4604879760777500 |
| 1994-04-01 | 5.4717762152842310 |
| 1994-05-01 | 5.4494183425957100 |
| 1994-06-01 | 5.3746830008074300 |
| 1994-07-01 | 5.4344359788991605 |
| 1994-08-01 | 5.3529440706337100 |
| 1994-09-01 | 5.2534129930735300 |
| 1994-10-01 | 5.0593729282935500 |
| 1994-11-01 | 5.2107400043485890 |
| 1994-12-01 | 5.2324451655488800 |
| 1995-01-01 | 5.5344449262986510 |
| 1995-02-01 | 5.4784390736592800 |
| 1995-03-01 | 5.5494218278807000 |
| 1995-04-01 | 5.4764006692655895 |
| 1995-05-01 | 5.5470321139977690 |
| 1995-06-01 | 5.4657417323935200 |
| 1995-07-01 | 5.5120456331990190 |
| 1995-08-01 | 5.6504707897491390 |
| 1995-09-01 | 5.7707962163845390 |
| 1995-10-01 | 5.7774450818154800 |
| 1995-11-01 | 5.8090492354700300 |
| 1995-12-01 | 5.8200454072832310 |
| 1996-01-01 | 6.0451961877335000 |
| 1996-02-01 | 6.0979693586317990 |
| 1996-03-01 | 6.1534966112742010 |
| 1996-04-01 | 6.1772893678954600 |
| 1996-05-01 | 6.1376242627142910 |
| 1996-06-01 | 6.2471182058985310 |
| 1996-07-01 | 6.1839244167448900 |
| 1996-08-01 | 6.2458803863722405 |
| 1996-09-01 | 6.2839087292698300 |
| 1996-10-01 | 6.4003240618328700 |
| 1996-11-01 | 6.5122444034704200 |
| 1996-12-01 | 6.4945739312506700 |
| 1997-01-01 | 6.6674097064699200 |
| 1997-02-01 | 6.6239225773547400 |
| 1997-03-01 | 6.5519540050813300 |
| 1997-04-01 | 6.6675248954601500 |
| 1997-05-01 | 6.8383504003189300 |
| 1997-06-01 | 6.9197515998715700 |
| 1997-07-01 | 7.1667558183809295 |
| 1997-08-01 | 7.3524803706512400 |
| 1997-09-01 | 7.3027691155413310 |
| 1997-10-01 | 8.5210209720108100 |
| 1997-11-01 | 7.5074183921246200 |
| 1997-12-01 | 7.5567199106754000 |
| 1998-01-01 | 7.4754364270055000 |
| 1998-02-01 | 7.5474600736226800 |
| 1998-03-01 | 7.4518185479176300 |
| 1998-04-01 | 7.8613705787373300 |
| 1998-05-01 | 8.2431521051340100 |
| 1998-06-01 | 8.2998110409675600 |
| 1998-07-01 | 8.2696008453844400 |
| 1998-08-01 | 8.0674048403286100 |
| 1998-09-01 | 8.0184060647250600 |
| 1998-10-01 | 7.7338715101906600 |
| 1998-11-01 | 7.7891472556049000 |
| 1998-12-01 | 7.9250879224524200 |
| 1999-01-01 | 7.7755040609432600 |
| 1999-02-01 | 7.8555902403157996 |
| 1999-03-01 | 7.8487431847144110 |
| 1999-04-01 | 7.9575530223352800 |
| 1999-05-01 | 7.9583957787364200 |
| 1999-06-01 | 7.9885447191760300 |
| 1999-07-01 | 7.9825352817136300 |
| 1999-08-01 | 7.8810509883750495 |
| 1999-09-01 | 7.5259612846752200 |
| 1999-10-01 | 7.9435628840675900 |
| 1999-11-01 | 7.9749228441359200 |
| 1999-12-01 | 8.1193409981823300 |
| 2000-01-01 | 8.0516600902855500 |
| 2000-02-01 | 8.1386994311858700 |
| 2000-03-01 | 8.3517296006204600 |
| 2000-04-01 | 8.5587182641050900 |
| 2000-05-01 | 8.1712433957577190 |
| 2000-06-01 | 8.1897825118591500 |
| 2000-07-01 | 8.2013730297243890 |
| 2000-08-01 | 8.3912225338158390 |
| 2000-09-01 | 8.4272146164538300 |
| 2000-10-01 | 8.5543564632477100 |
| 2000-11-01 | 8.6657494922853600 |
| 2000-12-01 | 8.6245099242858500 |
| 2001-01-01 | 7.6191931619418200 |
| 2001-02-01 | 7.4090571567361200 |
| 2001-03-01 | 7.3494260587305100 |
| 2001-04-01 | 7.2671434673080100 |
| 2001-05-01 | 7.1903764486742900 |
| 2001-06-01 | 7.1036010329512000 |
| 2001-07-01 | 6.9195589920416390 |
| 2001-08-01 | 6.8871550883581400 |
| 2001-09-01 | 6.9251498304420900 |
| 2001-10-01 | 6.9600787871529100 |
| 2001-11-01 | 6.9536615968422300 |
| 2001-12-01 | 6.8340935315882990 |
| 2002-01-01 | 6.8832678591034195 |
| 2002-02-01 | 6.9875733739114905 |
| 2002-03-01 | 6.8697534265215400 |
| 2002-04-01 | 6.9778225060129590 |
| 2002-05-01 | 6.8962327533708000 |
| 2002-06-01 | 7.2149567478113905 |
| 2002-07-01 | 7.3276073126942990 |
| 2002-08-01 | 7.5762460894813200 |
| 2002-09-01 | 7.5273702366164414 |
| 2002-10-01 | 7.1592269741274400 |
| 2002-11-01 | 7.1433791204861300 |
| 2002-12-01 | 7.2362480578201795 |
| 2003-01-01 | 7.5692486293149010 |
| 2003-02-01 | 7.4758760268490810 |
| 2003-03-01 | 7.4907038184731700 |
| 2003-04-01 | 7.4901873759184410 |
| 2003-05-01 | 7.5029311897454500 |
| 2003-06-01 | 7.4277424863681300 |
| 2003-07-01 | 7.4191095626805400 |
| 2003-08-01 | 7.3512849749236390 |
| 2003-09-01 | 7.2238257363420310 |
| 2003-10-01 | 7.1514116917945990 |
| 2003-11-01 | 7.1434875296083700 |
| 2003-12-01 | 7.3465240445591510 |
| 2004-01-01 | 7.2749443027370710 |
| 2004-02-01 | 7.2755824045226705 |
| 2004-03-01 | 7.3077305770518900 |
| 2004-04-01 | 7.1946480584052690 |
| 2004-05-01 | 7.1973430855416000 |
| 2004-06-01 | 7.1291532915935400 |
| 2004-07-01 | 7.2076549865577200 |
| 2004-08-01 | 7.2303974156861290 |
| 2004-09-01 | 7.2288040049704800 |
| 2004-10-01 | 7.2445309159638605 |
| 2004-11-01 | 7.2461174155649990 |
| 2004-12-01 | 7.2518774071488500 |
| 2005-01-01 | 6.8939268314080190 |
| 2005-02-01 | 6.8784410279318200 |
| 2005-03-01 | 6.9069962957893100 |
| 2005-04-01 | 7.0956471723121800 |
| 2005-05-01 | 7.0952046635889605 |
| 2005-06-01 | 7.1434478073279410 |
| 2005-07-01 | 7.0035159539849100 |
| 2005-08-01 | 7.0048417076156290 |
| 2005-09-01 | 7.0224696510210800 |
| 2005-10-01 | 7.1306007521840895 |
| 2005-11-01 | 7.1370084700544405 |
| 2005-12-01 | 7.1630680849628090 |
| 2006-01-01 | 7.2238182649513400 |
| 2006-02-01 | 7.1925574145500800 |
| 2006-03-01 | 7.2126997980766800 |
| 2006-04-01 | 7.1893115085271500 |
| 2006-05-01 | 7.1833453139442700 |
| 2006-06-01 | 7.2514526854200100 |
| 2006-07-01 | 7.4028426346023800 |
| 2006-08-01 | 7.4862417046593200 |
| 2006-09-01 | 7.5143897641897090 |
| 2006-10-01 | 7.6146894027340100 |
| 2006-11-01 | 7.6279074821045810 |
| 2006-12-01 | 7.6835950024090490 |
| 2007-01-01 | 7.8483351286013090 |
| 2007-02-01 | 7.9995851156511995 |
| 2007-03-01 | 8.1125338315585700 |
| 2007-04-01 | 8.0891140064425090 |
| 2007-05-01 | 8.1833856897031200 |
| 2007-06-01 | 8.2639206612090100 |
| 2007-07-01 | 8.1972706303777700 |
| 2007-08-01 | 8.1674045398012000 |
| 2007-09-01 | 8.1949973318685700 |
| 2007-10-01 | 8.1946705986684600 |
| 2007-11-01 | 8.3216792743360300 |
| 2007-12-01 | 8.3094526291119700 |
| 2008-01-01 | 8.3714945760952900 |
| 2008-02-01 | 8.4105790984187010 |
| 2008-03-01 | 8.4117995842296300 |
| 2008-04-01 | 8.4895232455117600 |
| 2008-05-01 | 8.4841986879516100 |
| 2008-06-01 | 8.3646206492476700 |
| 2008-07-01 | 8.3908463728927690 |
| 2008-08-01 | 8.5533816938356790 |
| 2008-09-01 | 8.4868510105703400 |
| 2008-10-01 | 8.2798489766669600 |
| 2008-11-01 | 8.2212400980778710 |
| 2008-12-01 | 8.1231709947920200 |
| 2009-01-01 | 7.8841438792375005 |
| 2009-02-01 | 7.6151660217560300 |
| 2009-03-01 | 7.6085895099251100 |
| 2009-04-01 | 7.7972143982076110 |
| 2009-05-01 | 7.7939502325532200 |
| 2009-06-01 | 7.6642944802976590 |
| 2009-07-01 | 7.7881465920589700 |
| 2009-08-01 | 7.7410859810189400 |
| 2009-09-01 | 7.6835140100224290 |
| 2009-10-01 | 7.6630291325483800 |
| 2009-11-01 | 7.6147043229052200 |
| 2009-12-01 | 7.6183123399117605 |
| 2010-01-01 | 7.8037434994677195 |
| 2010-02-01 | 7.8278816828855600 |
| 2010-03-01 | 7.9148308852377900 |
| 2010-04-01 | 7.8017624375418790 |
| 2010-05-01 | 7.7945107654873595 |
| 2010-06-01 | 7.8496546120138490 |
| 2010-07-01 | 7.7838065926369500 |
| 2010-08-01 | 7.7353628695078800 |
| 2010-09-01 | 7.7957460924512990 |
| 2010-10-01 | 7.8589018811865900 |
| 2010-11-01 | 7.8188878451213300 |
| 2010-12-01 | 7.8114668153541400 |
| 2011-01-01 | 7.9085615028818900 |
| 2011-02-01 | 7.6266604381749200 |
| 2011-03-01 | 7.6106369767594690 |
| 2011-04-01 | 7.6072231916376510 |
| 2011-05-01 | 7.5010730131386510 |
| 2011-06-01 | 7.5330558973386000 |
| 2011-07-01 | 7.4769376938478205 |
| 2011-08-01 | 7.5406081569750410 |
| 2011-09-01 | 7.5126140162235995 |
| 2011-10-01 | 7.5594602351900310 |
| 2011-11-01 | 7.7255048239234290 |
| 2011-12-01 | 7.4991355844203310 |
| 2012-01-01 | 7.5167281759525000 |
| 2012-02-01 | 7.6287005182171300 |
| 2012-03-01 | 7.5089083523726200 |
| 2012-04-01 | 7.4984043168205500 |
| 2012-05-01 | 7.5931437351294800 |
| 2012-06-01 | 7.7126705619058390 |
| 2012-07-01 | 7.7690052218150200 |
| 2012-08-01 | 7.8541874257687310 |
| 2012-09-01 | 7.8278893852071000 |
| 2012-10-01 | 8.0772843919920300 |
| 2012-11-01 | 7.9444192035916400 |
| 2012-12-01 | 7.8960122767020100 |
| 2013-01-01 | 7.8149999604859990 |
| 2013-02-01 | 7.8161828700703800 |
| 2013-03-01 | 7.9096517901064300 |
| 2013-04-01 | 7.8746439015661105 |
| 2013-05-01 | 7.9853420100850500 |
| 2013-06-01 | 7.9017397234085400 |
| 2013-07-01 | 7.8641234874804695 |
| 2013-08-01 | 7.8697590407319810 |
| 2013-09-01 | 7.8299358576161910 |
| 2013-10-01 | 7.7986321389123410 |
| 2013-11-01 | 7.8627862771690090 |
| 2013-12-01 | 7.9928188458969700 |
| 2014-01-01 | 8.1234810229895200 |
| 2014-02-01 | 8.1168051951642300 |
| 2014-03-01 | 8.1114142066394200 |
| 2014-04-01 | 8.0358891732521000 |
| 2014-05-01 | 7.9634405558057100 |
| 2014-06-01 | 7.9970583047502510 |
| 2014-07-01 | 8.0649639823965300 |
| 2014-08-01 | 7.9836669845256605 |
| 2014-09-01 | 8.0232186415586100 |
| 2014-10-01 | 8.1251371903216100 |
| 2014-11-01 | 8.2911440946157900 |
| 2014-12-01 | 8.2977203501370410 |
| 2015-01-01 | 8.0224162520200100 |
| 2015-02-01 | 8.0096192433353200 |
| 2015-03-01 | 8.0056650558240200 |
| 2015-04-01 | 8.0957590846017800 |
| 2015-05-01 | 8.1530684741808900 |
| 2015-06-01 | 8.0986259159353000 |
| 2015-07-01 | 8.0736015019035600 |
| 2015-08-01 | 8.0043296552668500 |
| 2015-09-01 | 8.0140792655426900 |
| 2015-10-01 | 7.9351336458342100 |
| 2015-11-01 | 7.9064054112281905 |
| 2015-12-01 | 7.8976032027105700 |
| 2016-01-01 | 8.0239396410458800 |
| 2016-02-01 | 8.0125084165859290 |
| 2016-03-01 | 7.9003355368498700 |
| 2016-04-01 | 7.9609692228938500 |
| 2016-05-01 | 7.8410070419313400 |
| 2016-06-01 | 7.7028197812779600 |
| 2016-07-01 | 7.8931109480993310 |
| 2016-08-01 | 7.9229343417699690 |
| 2016-09-01 | 7.9103434212721110 |
| 2016-10-01 | 7.8384970787755800 |
| 2016-11-01 | 7.8124286089536800 |
| 2016-12-01 | 7.7980191394014690 |
| 2017-01-01 | 7.7112229861372700 |
| 2017-02-01 | 7.7013826905132400 |
| 2017-03-01 | 7.7953894792735300 |
| 2017-04-01 | 7.7474807862081600 |
| 2017-05-01 | 7.7442038476233800 |
| 2017-06-01 | 7.7121358832931100 |
| 2017-07-01 | 7.6160001805151100 |
| 2017-08-01 | 7.6372822817050710 |
| 2017-09-01 | 7.6148259304630710 |
| 2017-10-01 | 7.4282914644965100 |
| 2017-11-01 | 7.5007946855005300 |
| 2017-12-01 | 7.4956282902172500 |
| 2018-01-01 | 7.3956834839591210 |
| 2018-02-01 | 7.3931041555607800 |
| 2018-03-01 | 7.3847528546387900 |
| 2018-04-01 | 7.4583712321528700 |
| 2018-05-01 | 7.4469856951171800 |
| 2018-06-01 | 7.4192534022247200 |
| 2018-07-01 | 7.4387172602674500 |
| 2018-08-01 | 7.3481016367701200 |
| 2018-09-01 | 7.4317584872721600 |
| 2018-10-01 | 7.4155919550927605 |
| 2018-11-01 | 7.3840335977076600 |
| 2018-12-01 | 7.3894859629954900 |
| 2019-01-01 | 7.3670362641204110 |
| 2019-02-01 | 7.3781607258839590 |
| 2019-03-01 | 7.4767915882566110 |
| 2019-04-01 | 7.3885470379171110 |
| 2019-05-01 | 7.3593937612816110 |
| 2019-06-01 | 7.3271491603696800 |
| 2019-07-01 | 7.3479275181815810 |
| 2019-08-01 | 7.3543285922121300 |
| 2019-09-01 | 7.3530396827381095 |
| 2019-10-01 | 7.4016877087660190 |
| 2019-11-01 | 7.4678697511312500 |
| 2019-12-01 | 7.4864628008636000 |
| 2020-01-01 | 7.5347111032078490 |
| 2020-02-01 | 7.5646465089685900 |
| 2020-03-01 | 7.5687207634484700 |
| 2020-04-01 | 6.8253218890593600 |
| 2020-05-01 | 6.8672353954516790 |
| 2020-06-01 | 6.9304889257794110 |
| 2020-07-01 | 6.9514138859700410 |
| 2020-08-01 | 7.0557775202977000 |
| 2020-09-01 | 7.1789370349226700 |
| 2020-10-01 | 7.2985225032132490 |
| 2020-11-01 | 7.3600080240876400 |
| 2020-12-01 | 7.3816466804154900 |
| 2021-01-01 | 7.4972906277516000 |
| 2021-02-01 | 7.5486607303989100 |
| 2021-03-01 | 7.5602180575129500 |
| 2021-04-01 | 7.5570780711283700 |
| 2021-05-01 | 7.5790469276335894 |
| 2021-06-01 | 7.6348782363073004 |
| 2021-07-01 | 7.6538500652107400 |
| 2021-08-01 | 7.6524438922829200 |
| 2021-09-01 | 7.5966582254002690 |
| 2021-10-01 | 7.7034604108439300 |
| 2021-11-01 | 7.6581959409823100 |
| 2021-12-01 | 7.7761497990672510 |
| 2022-01-01 | 7.5707500422810590 |
| 2022-02-01 | 7.5381982432582810 |
| 2022-03-01 | 7.5466095999216300 |
| 2022-04-01 | 7.5740414808163500 |
| 2022-05-01 | 7.6858561204078490 |
| 2022-06-01 | 7.7389697382276500 |
| 2022-07-01 | 7.8581534468298100 |
| 2022-08-01 | 7.8514663694358300 |
| 2022-09-01 | 7.9088567690943000 |
| 2022-10-01 | 7.7145755187431110 |
| 2022-11-01 | 7.6608177120705790 |
| 2022-12-01 | 7.6632266526076900 |
| 2023-01-01 | 7.7562798624592400 |
| 2023-02-01 | 7.7342729856273700 |
| 2023-03-01 | 7.7367476571022700 |
| 2023-04-01 | 7.6775763168426390 |
| 2023-05-01 | 7.6882246682714700 |
| 2023-06-01 | 7.6448031484447090 |
| 2023-07-01 | 7.5594858136596200 |
| 2023-08-01 | 7.5517590249818210 |
| 2023-09-01 | 7.5112617143987500 |
| 2023-10-01 | 7.4300767492948605 |
| 2023-11-01 | 7.5668338368327310 |
| 2023-12-01 | 7.6544086341591500 |
| 2024-01-01 | 7.6499762260371895 |
| 2024-02-01 | 7.6313261127927000 |
| 2024-03-01 | 7.6276876023911610 |
| 2024-04-01 | 7.5707527156762096 |
| 2024-05-01 | 7.4862801090238610 |
| 2024-06-01 | 7.3503107510421110 |
| 2024-07-01 | 7.4624691671613300 |
| 2024-08-01 | 7.3557102888131700 |
| 2024-09-01 | 7.5130138649765600 |
| 2024-10-01 | 7.5430760976987900 |
| 2024-11-01 | 7.5715762486662600 |
