Table Data - All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227EDUH |
| 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 | 13.967552076854000 |
| 1990-02-01 | 13.986779214906900 |
| 1990-03-01 | 14.080824088581000 |
| 1990-04-01 | 14.076790323052500 |
| 1990-05-01 | 14.141418605682200 |
| 1990-06-01 | 14.280519179875200 |
| 1990-07-01 | 14.498238609679301 |
| 1990-08-01 | 14.612098914177999 |
| 1990-09-01 | 14.670118984221098 |
| 1990-10-01 | 14.717875941221399 |
| 1990-11-01 | 14.801449291138900 |
| 1990-12-01 | 14.861696141736902 |
| 1991-01-01 | 15.162277646571601 |
| 1991-02-01 | 15.182540362755999 |
| 1991-03-01 | 15.276689473339400 |
| 1991-04-01 | 15.170459546573200 |
| 1991-05-01 | 15.239893597485900 |
| 1991-06-01 | 15.189299895844801 |
| 1991-07-01 | 15.206395202656200 |
| 1991-08-01 | 15.441283928382800 |
| 1991-09-01 | 15.370884417510700 |
| 1991-10-01 | 15.406944278607100 |
| 1991-11-01 | 15.577282039396200 |
| 1991-12-01 | 15.644583839421198 |
| 1992-01-01 | 15.581310568677800 |
| 1992-02-01 | 15.690160346147401 |
| 1992-03-01 | 15.587832204780500 |
| 1992-04-01 | 15.757660516189402 |
| 1992-05-01 | 15.939016210551500 |
| 1992-06-01 | 15.890459737423600 |
| 1992-07-01 | 15.811330140944300 |
| 1992-08-01 | 15.862137261631801 |
| 1992-09-01 | 15.869503252567402 |
| 1992-10-01 | 15.994304350083000 |
| 1992-11-01 | 15.844647160953500 |
| 1992-12-01 | 15.933909338399301 |
| 1993-01-01 | 15.911564299945100 |
| 1993-02-01 | 15.809096791712700 |
| 1993-03-01 | 16.010343450025402 |
| 1993-04-01 | 16.243071641188700 |
| 1993-05-01 | 16.234784957521697 |
| 1993-06-01 | 16.277653835991398 |
| 1993-07-01 | 16.417823179626300 |
| 1993-08-01 | 16.281993924833802 |
| 1993-09-01 | 16.462344567191803 |
| 1993-10-01 | 16.376323476305700 |
| 1993-11-01 | 16.414153098100700 |
| 1993-12-01 | 16.319986466300600 |
| 1994-01-01 | 16.547369129010598 |
| 1994-02-01 | 16.531769738540900 |
| 1994-03-01 | 16.531871358378000 |
| 1994-04-01 | 16.427699822774300 |
| 1994-05-01 | 16.436292710291100 |
| 1994-06-01 | 16.560980854640800 |
| 1994-07-01 | 16.512129343937700 |
| 1994-08-01 | 16.485841012414900 |
| 1994-09-01 | 16.537257135811500 |
| 1994-10-01 | 16.775118528470800 |
| 1994-11-01 | 16.890412484832600 |
| 1994-12-01 | 17.019960353634500 |
| 1995-01-01 | 16.869218028566100 |
| 1995-02-01 | 17.048744748823303 |
| 1995-03-01 | 17.148689636961200 |
| 1995-04-01 | 17.223963990706903 |
| 1995-05-01 | 17.230390922364200 |
| 1995-06-01 | 17.238026960122200 |
| 1995-07-01 | 17.534114238922300 |
| 1995-08-01 | 17.705208153624500 |
| 1995-09-01 | 17.622779660749200 |
| 1995-10-01 | 17.671219297010600 |
| 1995-11-01 | 17.874913851768998 |
| 1995-12-01 | 17.811838908843300 |
| 1996-01-01 | 17.382177046383198 |
| 1996-02-01 | 17.359466134340700 |
| 1996-03-01 | 17.357212686499900 |
| 1996-04-01 | 17.727176235404800 |
| 1996-05-01 | 17.731934071211800 |
| 1996-06-01 | 17.620750305094898 |
| 1996-07-01 | 17.636306296744300 |
| 1996-08-01 | 17.680475657372700 |
| 1996-09-01 | 17.811561634030300 |
| 1996-10-01 | 17.780448267886800 |
| 1996-11-01 | 17.685925564010603 |
| 1996-12-01 | 17.819121461260900 |
| 1997-01-01 | 17.783996893013100 |
| 1997-02-01 | 17.870195376259900 |
| 1997-03-01 | 18.165555897947100 |
| 1997-04-01 | 17.934652368308000 |
| 1997-05-01 | 17.923432429831000 |
| 1997-06-01 | 18.307972587662398 |
| 1997-07-01 | 18.145333272785400 |
| 1997-08-01 | 18.273949377214700 |
| 1997-09-01 | 18.411551929369200 |
| 1997-10-01 | 18.269171151982000 |
| 1997-11-01 | 18.396015517031103 |
| 1997-12-01 | 18.313445622119602 |
| 1998-01-01 | 18.584850710617896 |
| 1998-02-01 | 18.685709330903400 |
| 1998-03-01 | 18.670257850038200 |
| 1998-04-01 | 19.332269636313500 |
| 1998-05-01 | 19.521142367404500 |
| 1998-06-01 | 19.512564194583500 |
| 1998-07-01 | 19.240741990351104 |
| 1998-08-01 | 19.373460963082500 |
| 1998-09-01 | 19.309704360417700 |
| 1998-10-01 | 19.456408358202600 |
| 1998-11-01 | 19.509050797317800 |
| 1998-12-01 | 19.615367314674000 |
| 1999-01-01 | 19.573402480662500 |
| 1999-02-01 | 19.594760545695397 |
| 1999-03-01 | 19.571474054465600 |
| 1999-04-01 | 19.632052543599100 |
| 1999-05-01 | 19.618297662259000 |
| 1999-06-01 | 19.702812339335600 |
| 1999-07-01 | 19.928954085848900 |
| 1999-08-01 | 19.970594816482300 |
| 1999-09-01 | 19.929888993899300 |
| 1999-10-01 | 20.335559645688600 |
| 1999-11-01 | 20.420509355908898 |
| 1999-12-01 | 20.618061295974100 |
| 2000-01-01 | 20.575905608634397 |
| 2000-02-01 | 20.592412035521300 |
| 2000-03-01 | 20.765614125991800 |
| 2000-04-01 | 20.721521614594500 |
| 2000-05-01 | 20.722109036379898 |
| 2000-06-01 | 20.711250454531502 |
| 2000-07-01 | 20.815166880029498 |
| 2000-08-01 | 20.769108031112700 |
| 2000-09-01 | 20.741377709492000 |
| 2000-10-01 | 20.723287551069898 |
| 2000-11-01 | 20.743849158909100 |
| 2000-12-01 | 20.647319517766800 |
| 2001-01-01 | 20.785078534528100 |
| 2001-02-01 | 20.786992718716200 |
| 2001-03-01 | 20.757274215068100 |
| 2001-04-01 | 21.200349853233302 |
| 2001-05-01 | 21.413743679384000 |
| 2001-06-01 | 21.405564431816700 |
| 2001-07-01 | 21.821991467321897 |
| 2001-08-01 | 21.985616937805300 |
| 2001-09-01 | 22.045679370884700 |
| 2001-10-01 | 22.106645259445700 |
| 2001-11-01 | 22.156194689654104 |
| 2001-12-01 | 22.357456144885200 |
| 2002-01-01 | 22.610845838040500 |
| 2002-02-01 | 22.568606297754197 |
| 2002-03-01 | 22.538076673649100 |
| 2002-04-01 | 22.676453384815996 |
| 2002-05-01 | 22.705954325300002 |
| 2002-06-01 | 22.897595868272900 |
| 2002-07-01 | 22.632922193751900 |
| 2002-08-01 | 22.891225263070000 |
| 2002-09-01 | 22.924128542418998 |
| 2002-10-01 | 23.215000886011897 |
| 2002-11-01 | 23.386936191840500 |
| 2002-12-01 | 23.370457520900600 |
| 2003-01-01 | 23.436102584778600 |
| 2003-02-01 | 23.644167664810800 |
| 2003-03-01 | 23.627031881000600 |
| 2003-04-01 | 23.556999668049396 |
| 2003-05-01 | 23.598282415928500 |
| 2003-06-01 | 23.675720312700502 |
| 2003-07-01 | 23.657183193729896 |
| 2003-08-01 | 23.684600147132100 |
| 2003-09-01 | 23.909245955000700 |
| 2003-10-01 | 23.934578732624196 |
| 2003-11-01 | 23.907253636223600 |
| 2003-12-01 | 23.868070998132897 |
| 2004-01-01 | 24.170598191380602 |
| 2004-02-01 | 24.220206200964498 |
| 2004-03-01 | 24.423124588359500 |
| 2004-04-01 | 24.650662113642900 |
| 2004-05-01 | 24.605003302978396 |
| 2004-06-01 | 24.778047214386600 |
| 2004-07-01 | 24.568923756738400 |
| 2004-08-01 | 24.560639903169900 |
| 2004-09-01 | 24.479738216506600 |
| 2004-10-01 | 24.746795929798400 |
| 2004-11-01 | 24.817773090978104 |
| 2004-12-01 | 24.947526905181302 |
| 2005-01-01 | 24.903355917044802 |
| 2005-02-01 | 25.122350835557498 |
| 2005-03-01 | 25.233605464489800 |
| 2005-04-01 | 25.251798845392500 |
| 2005-05-01 | 25.408426343687700 |
| 2005-06-01 | 25.490624365890300 |
| 2005-07-01 | 25.575905023804500 |
| 2005-08-01 | 25.616274577249500 |
| 2005-09-01 | 25.761372876674105 |
| 2005-10-01 | 25.655086828995800 |
| 2005-11-01 | 25.801594338769398 |
| 2005-12-01 | 26.125102584230900 |
| 2006-01-01 | 26.242923937184000 |
| 2006-02-01 | 26.338951185314002 |
| 2006-03-01 | 26.449644476828798 |
| 2006-04-01 | 26.662068253780102 |
| 2006-05-01 | 26.596790972169800 |
| 2006-06-01 | 26.926922197224602 |
| 2006-07-01 | 27.179220545857300 |
| 2006-08-01 | 27.365649629339200 |
| 2006-09-01 | 27.345516456517803 |
| 2006-10-01 | 27.354464390229000 |
| 2006-11-01 | 27.489200811963602 |
| 2006-12-01 | 27.512089132722696 |
| 2007-01-01 | 27.563658481064300 |
| 2007-02-01 | 27.659362751251700 |
| 2007-03-01 | 27.673039143196203 |
| 2007-04-01 | 27.458436709690200 |
| 2007-05-01 | 27.582424037422400 |
| 2007-06-01 | 27.854743235764104 |
| 2007-07-01 | 28.279850452372800 |
| 2007-08-01 | 28.213713328429602 |
| 2007-09-01 | 28.359916179740100 |
| 2007-10-01 | 28.549224417596400 |
| 2007-11-01 | 28.573789831922200 |
| 2007-12-01 | 28.521899175420398 |
| 2008-01-01 | 28.475698961392197 |
| 2008-02-01 | 28.456950637713998 |
| 2008-03-01 | 28.481526308977298 |
| 2008-04-01 | 28.546753334970997 |
| 2008-05-01 | 28.760110379401198 |
| 2008-06-01 | 28.684701071375500 |
| 2008-07-01 | 28.584087434972400 |
| 2008-08-01 | 28.701287450560304 |
| 2008-09-01 | 28.569082658352297 |
| 2008-10-01 | 28.533142455353303 |
| 2008-11-01 | 28.679356843848602 |
| 2008-12-01 | 28.651770087148200 |
| 2009-01-01 | 28.574293869157800 |
| 2009-02-01 | 28.545923115283500 |
| 2009-03-01 | 28.680427705474400 |
| 2009-04-01 | 28.612172070879698 |
| 2009-05-01 | 28.835826508642697 |
| 2009-06-01 | 28.798750269098200 |
| 2009-07-01 | 29.207343922330400 |
| 2009-08-01 | 29.333304162452198 |
| 2009-09-01 | 29.089499520675100 |
| 2009-10-01 | 29.218003515655305 |
| 2009-11-01 | 29.279737654113397 |
| 2009-12-01 | 29.476231042811800 |
| 2010-01-01 | 29.775229465320500 |
| 2010-02-01 | 29.901506717942098 |
| 2010-03-01 | 30.052928958769197 |
| 2010-04-01 | 30.254280714147200 |
| 2010-05-01 | 30.093886443299798 |
| 2010-06-01 | 30.457126549832600 |
| 2010-07-01 | 30.363458987496300 |
| 2010-08-01 | 30.426857219920397 |
| 2010-09-01 | 30.287569194247500 |
| 2010-10-01 | 30.393455754275497 |
| 2010-11-01 | 30.369266271242200 |
| 2010-12-01 | 30.397566205212100 |
| 2011-01-01 | 30.470979377094604 |
| 2011-02-01 | 30.429895824706800 |
| 2011-03-01 | 30.298076565244497 |
| 2011-04-01 | 30.287661487100802 |
| 2011-05-01 | 30.381039110874700 |
| 2011-06-01 | 30.621496945603900 |
| 2011-07-01 | 30.333419391422897 |
| 2011-08-01 | 30.348041348399500 |
| 2011-09-01 | 30.379136425584697 |
| 2011-10-01 | 30.274366726925898 |
| 2011-11-01 | 30.140600292914400 |
| 2011-12-01 | 30.216769005209397 |
| 2012-01-01 | 29.955050957528897 |
| 2012-02-01 | 29.831977810588800 |
| 2012-03-01 | 29.822080307049397 |
| 2012-04-01 | 29.933973754460300 |
| 2012-05-01 | 29.991311981301300 |
| 2012-06-01 | 30.222176881644500 |
| 2012-07-01 | 30.331030958946500 |
| 2012-08-01 | 30.288159012521200 |
| 2012-09-01 | 30.146390701770200 |
| 2012-10-01 | 30.234688887642697 |
| 2012-11-01 | 30.288895170367798 |
| 2012-12-01 | 30.324774453354998 |
| 2013-01-01 | 30.855709513427000 |
| 2013-02-01 | 30.615208068444700 |
| 2013-03-01 | 30.725724376587600 |
| 2013-04-01 | 31.358829242179400 |
| 2013-05-01 | 31.204613783275200 |
| 2013-06-01 | 31.053318152782804 |
| 2013-07-01 | 31.153188443600100 |
| 2013-08-01 | 31.247361130963500 |
| 2013-09-01 | 31.720969868424397 |
| 2013-10-01 | 31.584337672364803 |
| 2013-11-01 | 31.716663433822397 |
| 2013-12-01 | 31.514222091459400 |
| 2014-01-01 | 31.444782368985700 |
| 2014-02-01 | 31.496588095697604 |
| 2014-03-01 | 31.535897435010902 |
| 2014-04-01 | 31.304852680788102 |
| 2014-05-01 | 31.222138701709000 |
| 2014-06-01 | 31.182222128342400 |
| 2014-07-01 | 30.943977149542604 |
| 2014-08-01 | 30.965613082078800 |
| 2014-09-01 | 31.193556253721500 |
| 2014-10-01 | 31.247360246302200 |
| 2014-11-01 | 31.966139389345603 |
| 2014-12-01 | 31.806633281854600 |
| 2015-01-01 | 31.432061011403302 |
| 2015-02-01 | 31.511800372138800 |
| 2015-03-01 | 31.480934016032200 |
| 2015-04-01 | 31.339962752584700 |
| 2015-05-01 | 31.248849922036100 |
| 2015-06-01 | 31.378392750668397 |
| 2015-07-01 | 31.638660606069998 |
| 2015-08-01 | 31.789832626422600 |
| 2015-09-01 | 31.783514394761500 |
| 2015-10-01 | 31.811590518066300 |
| 2015-11-01 | 31.730794783264700 |
| 2015-12-01 | 31.682468030883197 |
| 2016-01-01 | 32.114470445951100 |
| 2016-02-01 | 31.950699164881897 |
| 2016-03-01 | 31.960919433950600 |
| 2016-04-01 | 31.872624682317200 |
| 2016-05-01 | 31.872213857651300 |
| 2016-06-01 | 31.760822403335900 |
| 2016-07-01 | 31.792675678485104 |
| 2016-08-01 | 31.755078013490700 |
| 2016-09-01 | 31.771958043873200 |
| 2016-10-01 | 31.880741137852700 |
| 2016-11-01 | 31.889504218601605 |
| 2016-12-01 | 32.059914532602500 |
| 2017-01-01 | 32.401831894666400 |
| 2017-02-01 | 32.123819421689100 |
| 2017-03-01 | 32.172938889448200 |
| 2017-04-01 | 32.317526741687600 |
| 2017-05-01 | 32.398783577047200 |
| 2017-06-01 | 32.424129544935600 |
| 2017-07-01 | 32.444421152245400 |
| 2017-08-01 | 32.420987979234496 |
| 2017-09-01 | 32.563677350142200 |
| 2017-10-01 | 32.548990272051000 |
| 2017-11-01 | 32.526057243534600 |
| 2017-12-01 | 32.635347451088000 |
| 2018-01-01 | 32.688134965356000 |
| 2018-02-01 | 32.707950037652395 |
| 2018-03-01 | 32.694367955520300 |
| 2018-04-01 | 32.972115105876400 |
| 2018-05-01 | 33.022309547056800 |
| 2018-06-01 | 33.193805744740800 |
| 2018-07-01 | 33.087622616239500 |
| 2018-08-01 | 33.078079632985000 |
| 2018-09-01 | 32.851523980666200 |
| 2018-10-01 | 32.916719108970604 |
| 2018-11-01 | 32.942555109368100 |
| 2018-12-01 | 33.032835475548800 |
| 2019-01-01 | 32.882143567336000 |
| 2019-02-01 | 32.795738229704800 |
| 2019-03-01 | 32.900778569492395 |
| 2019-04-01 | 32.971224802024600 |
| 2019-05-01 | 32.957643746033696 |
| 2019-06-01 | 33.131932029157800 |
| 2019-07-01 | 32.905706865490195 |
| 2019-08-01 | 32.899947877504300 |
| 2019-09-01 | 32.932365577515200 |
| 2019-10-01 | 32.996703976580704 |
| 2019-11-01 | 32.962595918542300 |
| 2019-12-01 | 32.829032774083096 |
| 2020-01-01 | 32.878883230149700 |
| 2020-02-01 | 32.888434818503100 |
| 2020-03-01 | 32.782044659716100 |
| 2020-04-01 | 30.454676474876900 |
| 2020-05-01 | 29.594991736120500 |
| 2020-06-01 | 30.171623271217500 |
| 2020-07-01 | 30.537073648767400 |
| 2020-08-01 | 30.736992624747700 |
| 2020-09-01 | 30.917737847219800 |
| 2020-10-01 | 31.207883926593600 |
| 2020-11-01 | 31.053691239400500 |
| 2020-12-01 | 31.049646359870100 |
| 2021-01-01 | 31.064915884715802 |
| 2021-02-01 | 31.113099097008400 |
| 2021-03-01 | 31.076968824712200 |
| 2021-04-01 | 31.194507511017605 |
| 2021-05-01 | 31.112002829259400 |
| 2021-06-01 | 31.035507784257900 |
| 2021-07-01 | 31.165246460770803 |
| 2021-08-01 | 31.050843308374400 |
| 2021-09-01 | 30.887543485910200 |
| 2021-10-01 | 31.007828550444200 |
| 2021-11-01 | 31.034806420110800 |
| 2021-12-01 | 30.845203835761800 |
| 2022-01-01 | 30.848200562423300 |
| 2022-02-01 | 30.926293388500200 |
| 2022-03-01 | 30.860252639182896 |
| 2022-04-01 | 30.368623472323800 |
| 2022-05-01 | 30.601623702339100 |
| 2022-06-01 | 30.635479342767500 |
| 2022-07-01 | 30.640557256275898 |
| 2022-08-01 | 30.631125857424700 |
| 2022-09-01 | 30.769650936340298 |
| 2022-10-01 | 30.716182720516300 |
| 2022-11-01 | 30.749564729425202 |
| 2022-12-01 | 30.739893072408800 |
| 2023-01-01 | 30.727971929565700 |
| 2023-02-01 | 30.740787457423895 |
| 2023-03-01 | 30.952733839639800 |
| 2023-04-01 | 30.618408476107803 |
| 2023-05-01 | 30.880513386501697 |
| 2023-06-01 | 31.151471041511897 |
| 2023-07-01 | 30.838770315309400 |
| 2023-08-01 | 30.825172210827304 |
| 2023-09-01 | 30.952256348297200 |
| 2023-10-01 | 30.924764062607200 |
| 2023-11-01 | 30.966567971551900 |
| 2023-12-01 | 31.422792240182600 |
| 2024-01-01 | 31.713292312417103 |
| 2024-02-01 | 31.157255069012297 |
| 2024-03-01 | 31.440927574323200 |
| 2024-04-01 | 31.638473553218898 |
| 2024-05-01 | 32.053372136773000 |
| 2024-06-01 | 33.421881353072900 |
| 2024-07-01 | 33.624588397510700 |
| 2024-08-01 | 33.824753941724800 |
| 2024-09-01 | 32.432568342073495 |
| 2024-10-01 | 32.509359040418800 |
| 2024-11-01 | 32.553519109397300 |
