Table Data - All Employees: Professional and Business Services in Duluth, MN-WI (MSA)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| 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 2024-05-01 |
| Last Updated | 2024-06-26 6:22 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 | 4.9917240369788900 |
| 1990-02-01 | 4.9588044165065900 |
| 1990-03-01 | 5.0497158020649900 |
| 1990-04-01 | 5.0557761200999700 |
| 1990-05-01 | 5.0597053879504195 |
| 1990-06-01 | 5.0683157826628710 |
| 1990-07-01 | 5.4141874235166300 |
| 1990-08-01 | 5.3942725786881605 |
| 1990-09-01 | 5.5967244762349500 |
| 1990-10-01 | 5.2242684012123210 |
| 1990-11-01 | 5.4089453247813095 |
| 1990-12-01 | 5.3872550506102000 |
| 1991-01-01 | 5.2880780171126505 |
| 1991-02-01 | 5.2517130301721910 |
| 1991-03-01 | 5.2372448827762500 |
| 1991-04-01 | 5.3574034979541105 |
| 1991-05-01 | 5.4585867724263800 |
| 1991-06-01 | 5.4714134198145900 |
| 1991-07-01 | 5.5167553367992110 |
| 1991-08-01 | 5.6017226792550100 |
| 1991-09-01 | 5.6072284448274690 |
| 1991-10-01 | 5.6284197502207505 |
| 1991-11-01 | 5.6121518233220300 |
| 1991-12-01 | 5.6966879097993210 |
| 1992-01-01 | 6.1794766608739700 |
| 1992-02-01 | 6.1297394166397400 |
| 1992-03-01 | 6.1140337012095900 |
| 1992-04-01 | 6.2611962398915395 |
| 1992-05-01 | 6.2527488082527300 |
| 1992-06-01 | 6.3745085624923600 |
| 1992-07-01 | 6.3268442903718904 |
| 1992-08-01 | 6.2198791332453300 |
| 1992-09-01 | 6.3195030258387900 |
| 1992-10-01 | 5.5362072229248300 |
| 1992-11-01 | 5.5183448399283100 |
| 1992-12-01 | 5.5139939811277600 |
| 1993-01-01 | 5.1622511067920310 |
| 1993-02-01 | 5.1977929015293100 |
| 1993-03-01 | 5.2842492890998205 |
| 1993-04-01 | 5.0628021367660190 |
| 1993-05-01 | 5.0523361688704700 |
| 1993-06-01 | 5.0751474928801400 |
| 1993-07-01 | 5.0344711315306900 |
| 1993-08-01 | 5.1422888749930600 |
| 1993-09-01 | 5.2374156181457100 |
| 1993-10-01 | 5.3463217833538400 |
| 1993-11-01 | 5.4176938881405805 |
| 1993-12-01 | 5.4269896075532100 |
| 1994-01-01 | 5.4416560318934810 |
| 1994-02-01 | 5.4766818007849200 |
| 1994-03-01 | 5.4605369825487310 |
| 1994-04-01 | 5.4717438745799605 |
| 1994-05-01 | 5.4493646052964600 |
| 1994-06-01 | 5.3746054095766400 |
| 1994-07-01 | 5.4343309285581790 |
| 1994-08-01 | 5.3528713462324500 |
| 1994-09-01 | 5.2532796937595805 |
| 1994-10-01 | 5.0596011284204800 |
| 1994-11-01 | 5.2108403991773390 |
| 1994-12-01 | 5.2324739835566390 |
| 1995-01-01 | 5.5344772914277005 |
| 1995-02-01 | 5.4784512697854700 |
| 1995-03-01 | 5.5494376445268605 |
| 1995-04-01 | 5.4763649273079300 |
| 1995-05-01 | 5.5469810888327200 |
| 1995-06-01 | 5.4656756275299910 |
| 1995-07-01 | 5.5119667699739300 |
| 1995-08-01 | 5.6504693232618800 |
| 1995-09-01 | 5.7707048306870400 |
| 1995-10-01 | 5.7776676502573010 |
| 1995-11-01 | 5.8090807409147600 |
| 1995-12-01 | 5.8200780022167000 |
| 1996-01-01 | 6.0452013779638490 |
| 1996-02-01 | 6.0979581467702700 |
| 1996-03-01 | 6.1534809925753700 |
| 1996-04-01 | 6.1772533490114200 |
| 1996-05-01 | 6.1375784621737010 |
| 1996-06-01 | 6.2470651339810990 |
| 1996-07-01 | 6.1838747564139290 |
| 1996-08-01 | 6.2459563038214005 |
| 1996-09-01 | 6.2838305676361300 |
| 1996-10-01 | 6.4005398526118300 |
| 1996-11-01 | 6.5122249753865000 |
| 1996-12-01 | 6.4945875628863090 |
| 1997-01-01 | 6.6673938112829010 |
| 1997-02-01 | 6.6239004343553700 |
| 1997-03-01 | 6.5519244246573500 |
| 1997-04-01 | 6.6674975579086900 |
| 1997-05-01 | 6.8383167899124100 |
| 1997-06-01 | 6.9197154762493800 |
| 1997-07-01 | 7.1667334070899810 |
| 1997-08-01 | 7.3525724359627200 |
| 1997-09-01 | 7.3026619542160310 |
| 1997-10-01 | 8.5212484056930310 |
| 1997-11-01 | 7.5073965211737890 |
| 1997-12-01 | 7.5567192543578500 |
| 1998-01-01 | 7.4754062835728490 |
| 1998-02-01 | 7.5474286000739100 |
| 1998-03-01 | 7.4517922420641400 |
| 1998-04-01 | 7.8613467824806100 |
| 1998-05-01 | 8.2431270029323100 |
| 1998-06-01 | 8.2997867232042690 |
| 1998-07-01 | 8.2695931628464500 |
| 1998-08-01 | 8.0675071289381700 |
| 1998-09-01 | 8.0182677382808000 |
| 1998-10-01 | 7.7340889788436000 |
| 1998-11-01 | 7.7891304285250100 |
| 1998-12-01 | 7.9250831427740800 |
| 1999-01-01 | 7.7754696020301900 |
| 1999-02-01 | 7.8555579062662995 |
| 1999-03-01 | 7.8487255008853490 |
| 1999-04-01 | 7.9575345435202100 |
| 1999-05-01 | 7.9583808037446495 |
| 1999-06-01 | 7.9885316054684700 |
| 1999-07-01 | 7.9825421093344600 |
| 1999-08-01 | 7.8811237696609110 |
| 1999-09-01 | 7.5258254495015700 |
| 1999-10-01 | 7.9437376572858795 |
| 1999-11-01 | 7.9749202062487900 |
| 1999-12-01 | 8.1193415307771200 |
| 2000-01-01 | 8.0516278403039600 |
| 2000-02-01 | 8.1386721831147800 |
| 2000-03-01 | 8.3517177409902800 |
| 2000-04-01 | 8.5587057945042400 |
| 2000-05-01 | 8.1712390701104810 |
| 2000-06-01 | 8.1897807322464500 |
| 2000-07-01 | 8.2013877943129200 |
| 2000-08-01 | 8.3912701968795000 |
| 2000-09-01 | 8.4270865589432890 |
| 2000-10-01 | 8.5544681789572100 |
| 2000-11-01 | 8.6657626059812110 |
| 2000-12-01 | 8.6245229427008000 |
| 2001-01-01 | 7.6191687598037900 |
| 2001-02-01 | 7.4090376337794100 |
| 2001-03-01 | 7.3494202119506200 |
| 2001-04-01 | 7.2671346714600700 |
| 2001-05-01 | 7.1903790161917005 |
| 2001-06-01 | 7.1036059094861600 |
| 2001-07-01 | 6.9195760264488495 |
| 2001-08-01 | 6.8871711421811110 |
| 2001-09-01 | 6.9250622060639815 |
| 2001-10-01 | 6.9601215592203790 |
| 2001-11-01 | 6.9536861867333300 |
| 2001-12-01 | 6.8341181648395090 |
| 2002-01-01 | 6.8832511410298300 |
| 2002-02-01 | 6.9875615785312110 |
| 2002-03-01 | 6.8697505849235200 |
| 2002-04-01 | 6.9778167837241200 |
| 2002-05-01 | 6.8962366140250300 |
| 2002-06-01 | 7.2149608379781105 |
| 2002-07-01 | 7.3276149426940300 |
| 2002-08-01 | 7.5762562252337800 |
| 2002-09-01 | 7.5273150982299700 |
| 2002-10-01 | 7.1592386525753700 |
| 2002-11-01 | 7.1433984250888600 |
| 2002-12-01 | 7.2362699006784300 |
| 2003-01-01 | 7.5692396954403405 |
| 2003-02-01 | 7.4758709238832900 |
| 2003-03-01 | 7.4907026626815700 |
| 2003-04-01 | 7.4901841527579290 |
| 2003-05-01 | 7.5029344269958090 |
| 2003-06-01 | 7.4277435945718300 |
| 2003-07-01 | 7.4191115507507900 |
| 2003-08-01 | 7.3512871324184300 |
| 2003-09-01 | 7.2238004929212690 |
| 2003-10-01 | 7.1514136550054800 |
| 2003-11-01 | 7.1434977640943895 |
| 2003-12-01 | 7.3465390457796110 |
| 2004-01-01 | 7.2749394042576500 |
| 2004-02-01 | 7.2755807006269600 |
| 2004-03-01 | 7.3077288522895000 |
| 2004-04-01 | 7.1946468168070590 |
| 2004-05-01 | 7.1973453198694690 |
| 2004-06-01 | 7.1291540612734300 |
| 2004-07-01 | 7.2076564568705590 |
| 2004-08-01 | 7.2303990468270305 |
| 2004-09-01 | 7.2287871825110310 |
| 2004-10-01 | 7.2445315439212100 |
| 2004-11-01 | 7.2461223874262695 |
| 2004-12-01 | 7.2518852970182300 |
| 2005-01-01 | 6.8939263997959290 |
| 2005-02-01 | 6.8784414150213100 |
| 2005-03-01 | 6.9069956163075490 |
| 2005-04-01 | 7.0956463024225100 |
| 2005-05-01 | 7.0952053855810595 |
| 2005-06-01 | 7.1434477917134300 |
| 2005-07-01 | 7.0035163629403400 |
| 2005-08-01 | 7.0048422720432310 |
| 2005-09-01 | 7.0224609464437810 |
| 2005-10-01 | 7.1306006948650990 |
| 2005-11-01 | 7.1370106066066200 |
| 2005-12-01 | 7.1630737091496500 |
| 2006-01-01 | 7.2238179680245500 |
| 2006-02-01 | 7.1925576853103100 |
| 2006-03-01 | 7.2126995766040010 |
| 2006-04-01 | 7.1893111791840200 |
| 2006-05-01 | 7.1833450156854410 |
| 2006-06-01 | 7.2514523581088500 |
| 2006-07-01 | 7.4028421645496390 |
| 2006-08-01 | 7.4862410497097900 |
| 2006-09-01 | 7.5143890464413390 |
| 2006-10-01 | 7.6146888049199100 |
| 2006-11-01 | 7.6279072089485300 |
| 2006-12-01 | 7.6835976818786200 |
| 2007-01-01 | 7.8483353527053200 |
| 2007-02-01 | 7.9995852248602590 |
| 2007-03-01 | 8.1125337693754300 |
| 2007-04-01 | 8.0891138385450500 |
| 2007-05-01 | 8.1833854248940800 |
| 2007-06-01 | 8.2639203262449600 |
| 2007-07-01 | 8.1972703464689190 |
| 2007-08-01 | 8.1674043281318890 |
| 2007-09-01 | 8.1949971420719100 |
| 2007-10-01 | 8.1946704191840710 |
| 2007-11-01 | 8.3216791854373490 |
| 2007-12-01 | 8.3094540087738600 |
| 2008-01-01 | 8.3714947769084600 |
| 2008-02-01 | 8.4105789505326800 |
| 2008-03-01 | 8.4117994884977100 |
| 2008-04-01 | 8.4895230393930490 |
| 2008-05-01 | 8.4841984605285300 |
| 2008-06-01 | 8.3646204162669500 |
| 2008-07-01 | 8.3908462523220400 |
| 2008-08-01 | 8.5533816896402400 |
| 2008-09-01 | 8.4868510383262000 |
| 2008-10-01 | 8.2798489788411000 |
| 2008-11-01 | 8.2212403377338000 |
| 2008-12-01 | 8.1231712113167410 |
| 2009-01-01 | 7.8841443311623610 |
| 2009-02-01 | 7.6151655985245705 |
| 2009-03-01 | 7.6085895360778790 |
| 2009-04-01 | 7.7972143642663100 |
| 2009-05-01 | 7.7939501119324300 |
| 2009-06-01 | 7.6642943098305700 |
| 2009-07-01 | 7.7881464800722410 |
| 2009-08-01 | 7.7410859606941200 |
| 2009-09-01 | 7.6835139933984395 |
| 2009-10-01 | 7.6630289645228205 |
| 2009-11-01 | 7.6147047118636400 |
| 2009-12-01 | 7.6183125124146290 |
| 2010-01-01 | 7.8037441596255800 |
| 2010-02-01 | 7.8278809507507900 |
| 2010-03-01 | 7.9148309627850490 |
| 2010-04-01 | 7.8017625384649700 |
| 2010-05-01 | 7.7945106284713100 |
| 2010-06-01 | 7.8496544807056110 |
| 2010-07-01 | 7.7838064645888700 |
| 2010-08-01 | 7.7353627943107810 |
| 2010-09-01 | 7.7957460696134100 |
| 2010-10-01 | 7.8589016863540495 |
| 2010-11-01 | 7.8188885788024500 |
| 2010-12-01 | 7.8114671298745900 |
| 2011-01-01 | 7.9085629082555995 |
| 2011-02-01 | 7.6266587746607400 |
| 2011-03-01 | 7.6106357160235705 |
| 2011-04-01 | 7.6072217728962500 |
| 2011-05-01 | 7.5010715481521700 |
| 2011-06-01 | 7.5330556084170490 |
| 2011-07-01 | 7.4769397718264700 |
| 2011-08-01 | 7.5406122982038000 |
| 2011-09-01 | 7.5126184729818800 |
| 2011-10-01 | 7.5594625464480490 |
| 2011-11-01 | 7.7255052047223800 |
| 2011-12-01 | 7.4991316261743090 |
| 2012-01-01 | 7.5167244509337810 |
| 2012-02-01 | 7.6286924749504900 |
| 2012-03-01 | 7.5089018438751900 |
| 2012-04-01 | 7.4984002364248800 |
| 2012-05-01 | 7.5931431494790490 |
| 2012-06-01 | 7.7126743785076295 |
| 2012-07-01 | 7.7690165857524000 |
| 2012-08-01 | 7.8542041727756295 |
| 2012-09-01 | 7.8279050872309100 |
| 2012-10-01 | 8.0772906734724100 |
| 2012-11-01 | 7.9444135850209600 |
| 2012-12-01 | 7.8959932225190400 |
| 2013-01-01 | 7.8149792367924595 |
| 2013-02-01 | 7.8161619482559095 |
| 2013-03-01 | 7.9096415874400200 |
| 2013-04-01 | 7.8746447588223690 |
| 2013-05-01 | 7.9853503120245100 |
| 2013-06-01 | 7.9017395975106000 |
| 2013-07-01 | 7.8641455584054810 |
| 2013-08-01 | 7.8697925767158600 |
| 2013-09-01 | 7.8299682164197000 |
| 2013-10-01 | 7.7986618990766505 |
| 2013-11-01 | 7.8628156206715090 |
| 2013-12-01 | 7.9928458142330510 |
| 2014-01-01 | 8.1231642157706000 |
| 2014-02-01 | 8.1168422640198000 |
| 2014-03-01 | 8.1114586540646700 |
| 2014-04-01 | 8.0359342902987700 |
| 2014-05-01 | 7.9634776023576395 |
| 2014-06-01 | 7.9970610863497610 |
| 2014-07-01 | 8.0649867417240600 |
| 2014-08-01 | 7.9836972142145300 |
| 2014-09-01 | 8.0232513858264700 |
| 2014-10-01 | 8.1251752315335410 |
| 2014-11-01 | 8.2912032986384910 |
| 2014-12-01 | 8.2977917490752000 |
| 2015-01-01 | 8.0218003249779600 |
| 2015-02-01 | 8.0097206668922800 |
| 2015-03-01 | 8.0057825045856600 |
| 2015-04-01 | 8.0958714277697600 |
| 2015-05-01 | 8.1531729281524190 |
| 2015-06-01 | 8.0986922752240500 |
| 2015-07-01 | 8.0737035832689820 |
| 2015-08-01 | 8.0039735622403900 |
| 2015-09-01 | 8.0141895354191190 |
| 2015-10-01 | 7.9352350969282810 |
| 2015-11-01 | 7.9065247811650800 |
| 2015-12-01 | 7.8977284355532500 |
| 2016-01-01 | 8.0230253800844700 |
| 2016-02-01 | 8.0126640464165100 |
| 2016-03-01 | 7.9006086277364410 |
| 2016-04-01 | 7.9611506643096100 |
| 2016-05-01 | 7.8411840917665490 |
| 2016-06-01 | 7.7029594008639500 |
| 2016-07-01 | 7.8932716852048200 |
| 2016-08-01 | 7.9221493878475890 |
| 2016-09-01 | 7.9104834064753900 |
| 2016-10-01 | 7.8386094771618100 |
| 2016-11-01 | 7.8125507359084105 |
| 2016-12-01 | 7.7981412026543000 |
| 2017-01-01 | 7.7103087559533800 |
| 2017-02-01 | 7.7015516811868500 |
| 2017-03-01 | 7.7958034170888610 |
| 2017-04-01 | 7.7477576725171500 |
| 2017-05-01 | 7.7444786079286100 |
| 2017-06-01 | 7.7123530685684500 |
| 2017-07-01 | 7.6161847304235810 |
| 2017-08-01 | 7.6359861744403310 |
| 2017-09-01 | 7.6148732495122600 |
| 2017-10-01 | 7.4286174502003600 |
| 2017-11-01 | 7.5008249615603800 |
| 2017-12-01 | 7.4957011170233000 |
| 2018-01-01 | 7.3947647503035090 |
| 2018-02-01 | 7.3932802630988490 |
| 2018-03-01 | 7.3853209710493600 |
| 2018-04-01 | 7.4587933316255200 |
| 2018-05-01 | 7.4474062919089290 |
| 2018-06-01 | 7.4196630820262510 |
| 2018-07-01 | 7.4391135087472900 |
| 2018-08-01 | 7.3470162548528800 |
| 2018-09-01 | 7.4299996279347900 |
| 2018-10-01 | 7.4163809683661900 |
| 2018-11-01 | 7.3841439490897000 |
| 2018-12-01 | 7.3892531628925800 |
| 2019-01-01 | 7.3665526178874500 |
| 2019-02-01 | 7.3784965049069000 |
| 2019-03-01 | 7.4775915660430500 |
| 2019-04-01 | 7.3892491124170805 |
| 2019-05-01 | 7.3600364628649500 |
| 2019-06-01 | 7.3277386706463306 |
| 2019-07-01 | 7.3482525064509110 |
| 2019-08-01 | 7.3533818783245800 |
| 2019-09-01 | 7.3492165456209095 |
| 2019-10-01 | 7.4030176364027500 |
| 2019-11-01 | 7.4682279957353400 |
| 2019-12-01 | 7.4851270816116610 |
| 2020-01-01 | 7.5349910788549295 |
| 2020-02-01 | 7.5655324097686190 |
| 2020-03-01 | 7.5701582291026200 |
| 2020-04-01 | 6.8266065915727700 |
| 2020-05-01 | 6.8682058620134810 |
| 2020-06-01 | 6.9310373130795195 |
| 2020-07-01 | 6.9511927628205400 |
| 2020-08-01 | 7.0549222893405590 |
| 2020-09-01 | 7.1726913409665800 |
| 2020-10-01 | 7.3001154533392905 |
| 2020-11-01 | 7.3606182876285490 |
| 2020-12-01 | 7.3792370219089200 |
| 2021-01-01 | 7.4984186152691000 |
| 2021-02-01 | 7.5503322501672600 |
| 2021-03-01 | 7.5627061289937490 |
| 2021-04-01 | 7.5598800369890890 |
| 2021-05-01 | 7.5817648904794910 |
| 2021-06-01 | 7.6361282797445300 |
| 2021-07-01 | 7.6498558592886190 |
| 2021-08-01 | 7.6500615416249690 |
| 2021-09-01 | 7.5857544947530196 |
| 2021-10-01 | 7.7061344087215300 |
| 2021-11-01 | 7.6609311405159990 |
| 2021-12-01 | 7.7743401620588495 |
| 2022-01-01 | 7.5734801309943700 |
| 2022-02-01 | 7.5416533399011305 |
| 2022-03-01 | 7.5508529825854500 |
| 2022-04-01 | 7.5784677997813406 |
| 2022-05-01 | 7.6898499612920310 |
| 2022-06-01 | 7.7390269232355590 |
| 2022-07-01 | 7.8498459933909300 |
| 2022-08-01 | 7.8456214516872310 |
| 2022-09-01 | 7.8954603874144600 |
| 2022-10-01 | 7.7160796892648800 |
| 2022-11-01 | 7.6647019613934310 |
| 2022-12-01 | 7.6636426194450700 |
| 2023-01-01 | 7.7612566732356500 |
| 2023-02-01 | 7.7399832412892495 |
| 2023-03-01 | 7.7431612724279200 |
| 2023-04-01 | 7.6840377417191900 |
| 2023-05-01 | 7.6938418335974905 |
| 2023-06-01 | 7.6433286054603300 |
| 2023-07-01 | 7.5461320106797990 |
| 2023-08-01 | 7.5416557513259900 |
| 2023-09-01 | 7.4969062048046300 |
| 2023-10-01 | 7.4288986449277700 |
| 2023-11-01 | 7.5716211156428495 |
| 2023-12-01 | 7.6577259207691910 |
| 2024-01-01 | 7.6578860938732900 |
| 2024-02-01 | 7.6400600647368200 |
| 2024-03-01 | 7.6370326104065800 |
| 2024-04-01 | 7.5793816546016110 |
| 2024-05-01 | 7.4929055096363495 |
