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 2024-09-01 |
| Last Updated | 2024-10-23 6:21 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 | 13.967552074244999 |
| 1990-02-01 | 13.986779196634900 |
| 1990-03-01 | 14.080824074044301 |
| 1990-04-01 | 14.076790300077901 |
| 1990-05-01 | 14.141418590027401 |
| 1990-06-01 | 14.280519176592100 |
| 1990-07-01 | 14.498238608188801 |
| 1990-08-01 | 14.612098915966598 |
| 1990-09-01 | 14.670118984970902 |
| 1990-10-01 | 14.717875942085302 |
| 1990-11-01 | 14.801449291908900 |
| 1990-12-01 | 14.861696222288302 |
| 1991-01-01 | 15.162277644058700 |
| 1991-02-01 | 15.182540339621902 |
| 1991-03-01 | 15.276689458940199 |
| 1991-04-01 | 15.170459517188599 |
| 1991-05-01 | 15.239893581528802 |
| 1991-06-01 | 15.189299891779301 |
| 1991-07-01 | 15.206395201087698 |
| 1991-08-01 | 15.441283931287500 |
| 1991-09-01 | 15.370884420099198 |
| 1991-10-01 | 15.406944281329599 |
| 1991-11-01 | 15.577282041296199 |
| 1991-12-01 | 15.644583926430599 |
| 1992-01-01 | 15.581310567790300 |
| 1992-02-01 | 15.690160319447800 |
| 1992-03-01 | 15.587832191792300 |
| 1992-04-01 | 15.757660481104300 |
| 1992-05-01 | 15.939016194506700 |
| 1992-06-01 | 15.890459719242001 |
| 1992-07-01 | 15.811330137564001 |
| 1992-08-01 | 15.862137269039900 |
| 1992-09-01 | 15.869503256270301 |
| 1992-10-01 | 15.994304358045401 |
| 1992-11-01 | 15.844647176388400 |
| 1992-12-01 | 15.933909439261000 |
| 1993-01-01 | 15.911564277559199 |
| 1993-02-01 | 15.809096752229301 |
| 1993-03-01 | 16.010343495632100 |
| 1993-04-01 | 16.243071562151002 |
| 1993-05-01 | 16.234784936062500 |
| 1993-06-01 | 16.277653799702500 |
| 1993-07-01 | 16.417823171267900 |
| 1993-08-01 | 16.281993933593600 |
| 1993-09-01 | 16.462344571577102 |
| 1993-10-01 | 16.376323492201198 |
| 1993-11-01 | 16.414153133191000 |
| 1993-12-01 | 16.319986579147700 |
| 1994-01-01 | 16.547369088401300 |
| 1994-02-01 | 16.531769682854500 |
| 1994-03-01 | 16.531871502922900 |
| 1994-04-01 | 16.427699684210400 |
| 1994-05-01 | 16.436292673056098 |
| 1994-06-01 | 16.560980810107100 |
| 1994-07-01 | 16.512129314070300 |
| 1994-08-01 | 16.485841008566800 |
| 1994-09-01 | 16.537257128984100 |
| 1994-10-01 | 16.775118543684197 |
| 1994-11-01 | 16.890412535181200 |
| 1994-12-01 | 17.019960496847300 |
| 1995-01-01 | 16.869217981898597 |
| 1995-02-01 | 17.048744718617800 |
| 1995-03-01 | 17.148689950996900 |
| 1995-04-01 | 17.223963726784600 |
| 1995-05-01 | 17.230390829039900 |
| 1995-06-01 | 17.238026903989102 |
| 1995-07-01 | 17.534114166465600 |
| 1995-08-01 | 17.705208134177500 |
| 1995-09-01 | 17.622779649257698 |
| 1995-10-01 | 17.671219317444898 |
| 1995-11-01 | 17.874913916003898 |
| 1995-12-01 | 17.811839068565000 |
| 1996-01-01 | 17.382177028320000 |
| 1996-02-01 | 17.359466156020000 |
| 1996-03-01 | 17.357213111030802 |
| 1996-04-01 | 17.727175888775300 |
| 1996-05-01 | 17.731933917969800 |
| 1996-06-01 | 17.620750231830300 |
| 1996-07-01 | 17.636306175911500 |
| 1996-08-01 | 17.680475618117200 |
| 1996-09-01 | 17.811561619510100 |
| 1996-10-01 | 17.780448289879900 |
| 1996-11-01 | 17.685925636744500 |
| 1996-12-01 | 17.819121631048000 |
| 1997-01-01 | 17.783996908634602 |
| 1997-02-01 | 17.870195459925302 |
| 1997-03-01 | 18.165556418427200 |
| 1997-04-01 | 17.934651956876800 |
| 1997-05-01 | 17.923432225591200 |
| 1997-06-01 | 18.307972494448897 |
| 1997-07-01 | 18.145333114845800 |
| 1997-08-01 | 18.273949324461900 |
| 1997-09-01 | 18.411551924182103 |
| 1997-10-01 | 18.269171182397102 |
| 1997-11-01 | 18.396015594832900 |
| 1997-12-01 | 18.313445774791700 |
| 1998-01-01 | 18.584850774072400 |
| 1998-02-01 | 18.685709452042400 |
| 1998-03-01 | 18.670258334805700 |
| 1998-04-01 | 19.332269243982100 |
| 1998-05-01 | 19.521142140905898 |
| 1998-06-01 | 19.512564080742198 |
| 1998-07-01 | 19.240741814997600 |
| 1998-08-01 | 19.373460896981600 |
| 1998-09-01 | 19.309704359131200 |
| 1998-10-01 | 19.456408386091400 |
| 1998-11-01 | 19.509050865192400 |
| 1998-12-01 | 19.615367453639700 |
| 1999-01-01 | 19.573402585562600 |
| 1999-02-01 | 19.594760697986800 |
| 1999-03-01 | 19.571474466591400 |
| 1999-04-01 | 19.632052218170800 |
| 1999-05-01 | 19.618297457912000 |
| 1999-06-01 | 19.702812196389400 |
| 1999-07-01 | 19.928953919922200 |
| 1999-08-01 | 19.970594765917700 |
| 1999-09-01 | 19.929889009854600 |
| 1999-10-01 | 20.335559679738300 |
| 1999-11-01 | 20.420509411870500 |
| 1999-12-01 | 20.618061396596400 |
| 2000-01-01 | 20.575905731998102 |
| 2000-02-01 | 20.592412170777898 |
| 2000-03-01 | 20.765614378749900 |
| 2000-04-01 | 20.721521427255300 |
| 2000-05-01 | 20.722108892829603 |
| 2000-06-01 | 20.711250281213400 |
| 2000-07-01 | 20.815166748050100 |
| 2000-08-01 | 20.769108000025500 |
| 2000-09-01 | 20.741377734176396 |
| 2000-10-01 | 20.723287582734400 |
| 2000-11-01 | 20.743849204303900 |
| 2000-12-01 | 20.647319585192400 |
| 2001-01-01 | 20.785078631061600 |
| 2001-02-01 | 20.786992803005500 |
| 2001-03-01 | 20.757274345865103 |
| 2001-04-01 | 21.200349767136103 |
| 2001-05-01 | 21.413743608608502 |
| 2001-06-01 | 21.405564252097700 |
| 2001-07-01 | 21.821991378921000 |
| 2001-08-01 | 21.985616931241400 |
| 2001-09-01 | 22.045679400863800 |
| 2001-10-01 | 22.106645291790000 |
| 2001-11-01 | 22.156194727612900 |
| 2001-12-01 | 22.357456182229300 |
| 2002-01-01 | 22.610845900628300 |
| 2002-02-01 | 22.568606323962600 |
| 2002-03-01 | 22.538076723266602 |
| 2002-04-01 | 22.676453383837700 |
| 2002-05-01 | 22.705954314210700 |
| 2002-06-01 | 22.897595710360196 |
| 2002-07-01 | 22.632922145646300 |
| 2002-08-01 | 22.891225264709000 |
| 2002-09-01 | 22.924128560910200 |
| 2002-10-01 | 23.215000906378798 |
| 2002-11-01 | 23.386936214500400 |
| 2002-12-01 | 23.370457536142700 |
| 2003-01-01 | 23.436102627637602 |
| 2003-02-01 | 23.644167676529000 |
| 2003-03-01 | 23.627031914805396 |
| 2003-04-01 | 23.556999674045100 |
| 2003-05-01 | 23.598282420579900 |
| 2003-06-01 | 23.675720188053500 |
| 2003-07-01 | 23.657183161485400 |
| 2003-08-01 | 23.684600159905200 |
| 2003-09-01 | 23.909245968691600 |
| 2003-10-01 | 23.934578749266898 |
| 2003-11-01 | 23.907253651366200 |
| 2003-12-01 | 23.868071003897500 |
| 2004-01-01 | 24.170598216988600 |
| 2004-02-01 | 24.220206206431500 |
| 2004-03-01 | 24.423124606694497 |
| 2004-04-01 | 24.650662119392198 |
| 2004-05-01 | 24.605003308237400 |
| 2004-06-01 | 24.778047131749602 |
| 2004-07-01 | 24.568923736500500 |
| 2004-08-01 | 24.560639913323897 |
| 2004-09-01 | 24.479738225534100 |
| 2004-10-01 | 24.746795941819200 |
| 2004-11-01 | 24.817773102231100 |
| 2004-12-01 | 24.947526908240900 |
| 2005-01-01 | 24.903355932553100 |
| 2005-02-01 | 25.122350840418300 |
| 2005-03-01 | 25.233605468305697 |
| 2005-04-01 | 25.251798848577600 |
| 2005-05-01 | 25.408426344170998 |
| 2005-06-01 | 25.490624323833000 |
| 2005-07-01 | 25.575905011698400 |
| 2005-08-01 | 25.616274582693702 |
| 2005-09-01 | 25.761372881435200 |
| 2005-10-01 | 25.655086837423500 |
| 2005-11-01 | 25.801594347089300 |
| 2005-12-01 | 26.125102586931700 |
| 2006-01-01 | 26.242923941544298 |
| 2006-02-01 | 26.338951188001500 |
| 2006-03-01 | 26.449644478048100 |
| 2006-04-01 | 26.662068253854000 |
| 2006-05-01 | 26.596790969040800 |
| 2006-06-01 | 26.926922179954700 |
| 2006-07-01 | 27.179220544917897 |
| 2006-08-01 | 27.365649630942503 |
| 2006-09-01 | 27.345516457984600 |
| 2006-10-01 | 27.354464395124804 |
| 2006-11-01 | 27.489200816824700 |
| 2006-12-01 | 27.512089134207898 |
| 2007-01-01 | 27.563658482341104 |
| 2007-02-01 | 27.659362749612605 |
| 2007-03-01 | 27.673039138020200 |
| 2007-04-01 | 27.458436700998900 |
| 2007-05-01 | 27.582424023129303 |
| 2007-06-01 | 27.854743218242103 |
| 2007-07-01 | 28.279850443038303 |
| 2007-08-01 | 28.213713330989800 |
| 2007-09-01 | 28.359916203692197 |
| 2007-10-01 | 28.549224481408500 |
| 2007-11-01 | 28.573789932771103 |
| 2007-12-01 | 28.521899285048200 |
| 2008-01-01 | 28.475699030661800 |
| 2008-02-01 | 28.456950614717698 |
| 2008-03-01 | 28.481526101341200 |
| 2008-04-01 | 28.546752973931700 |
| 2008-05-01 | 28.760110007577300 |
| 2008-06-01 | 28.684700878458100 |
| 2008-07-01 | 28.584087511942800 |
| 2008-08-01 | 28.701287795047303 |
| 2008-09-01 | 28.569083173776600 |
| 2008-10-01 | 28.533143011089500 |
| 2008-11-01 | 28.679357314684502 |
| 2008-12-01 | 28.651770362376300 |
| 2009-01-01 | 28.574293897617398 |
| 2009-02-01 | 28.545922852213398 |
| 2009-03-01 | 28.680426865594100 |
| 2009-04-01 | 28.612170745638103 |
| 2009-05-01 | 28.835825118679900 |
| 2009-06-01 | 28.798749473209700 |
| 2009-07-01 | 29.207344154487100 |
| 2009-08-01 | 29.333305451569200 |
| 2009-09-01 | 29.089501442816300 |
| 2009-10-01 | 29.218005500167198 |
| 2009-11-01 | 29.279739171701200 |
| 2009-12-01 | 29.476231834336400 |
| 2010-01-01 | 29.775228435909700 |
| 2010-02-01 | 29.901506581396898 |
| 2010-03-01 | 30.052927361977800 |
| 2010-04-01 | 30.254277862487697 |
| 2010-05-01 | 30.093882687737104 |
| 2010-06-01 | 30.457122534060100 |
| 2010-07-01 | 30.363455207625105 |
| 2010-08-01 | 30.426854097551400 |
| 2010-09-01 | 30.287596270977200 |
| 2010-10-01 | 30.393454172928802 |
| 2010-11-01 | 30.369265219202400 |
| 2010-12-01 | 30.397565335902500 |
| 2011-01-01 | 30.470976282493300 |
| 2011-02-01 | 30.429895409901600 |
| 2011-03-01 | 30.298074664511700 |
| 2011-04-01 | 30.287658612788700 |
| 2011-05-01 | 30.381034763507500 |
| 2011-06-01 | 30.621491807582196 |
| 2011-07-01 | 30.333401857250100 |
| 2011-08-01 | 30.348035431142996 |
| 2011-09-01 | 30.379189715058605 |
| 2011-10-01 | 30.274361831222800 |
| 2011-11-01 | 30.140600077024605 |
| 2011-12-01 | 30.216766706439500 |
| 2012-01-01 | 29.955045485500698 |
| 2012-02-01 | 29.831976394634700 |
| 2012-03-01 | 29.822077182140003 |
| 2012-04-01 | 29.933969504501700 |
| 2012-05-01 | 29.991309987023396 |
| 2012-06-01 | 30.222169950496603 |
| 2012-07-01 | 30.331000308993000 |
| 2012-08-01 | 30.288152835813303 |
| 2012-09-01 | 30.146473116116000 |
| 2012-10-01 | 30.234682500111000 |
| 2012-11-01 | 30.288892695781303 |
| 2012-12-01 | 30.324759214966697 |
| 2013-01-01 | 30.855694785854002 |
| 2013-02-01 | 30.615189335831700 |
| 2013-03-01 | 30.725716735943603 |
| 2013-04-01 | 31.358837094884800 |
| 2013-05-01 | 31.204639502960500 |
| 2013-06-01 | 31.053335515892800 |
| 2013-07-01 | 31.153161886178600 |
| 2013-08-01 | 31.247359270778100 |
| 2013-09-01 | 31.721049035018200 |
| 2013-10-01 | 31.584313353601605 |
| 2013-11-01 | 31.716639603345698 |
| 2013-12-01 | 31.514168465865303 |
| 2014-01-01 | 31.444752963736100 |
| 2014-02-01 | 31.496530920176102 |
| 2014-03-01 | 31.535888212844600 |
| 2014-04-01 | 31.304904963319100 |
| 2014-05-01 | 31.222244636949100 |
| 2014-06-01 | 31.182312639942100 |
| 2014-07-01 | 30.943990121924700 |
| 2014-08-01 | 30.965600861497897 |
| 2014-09-01 | 31.193586997909100 |
| 2014-10-01 | 31.247279403932300 |
| 2014-11-01 | 31.966074967818500 |
| 2014-12-01 | 31.806535190382000 |
| 2015-01-01 | 31.432011868637200 |
| 2015-02-01 | 31.511694883140603 |
| 2015-03-01 | 31.480725621906000 |
| 2015-04-01 | 31.340002143640800 |
| 2015-05-01 | 31.248939305820700 |
| 2015-06-01 | 31.379527193960598 |
| 2015-07-01 | 31.638684905857100 |
| 2015-08-01 | 31.789850694455400 |
| 2015-09-01 | 31.782573869474696 |
| 2015-10-01 | 31.811532589964600 |
| 2015-11-01 | 31.730723190121600 |
| 2015-12-01 | 31.682534488492102 |
| 2016-01-01 | 32.114322154681900 |
| 2016-02-01 | 31.950764174494800 |
| 2016-03-01 | 31.960391310548100 |
| 2016-04-01 | 31.872514593647400 |
| 2016-05-01 | 31.872156310675603 |
| 2016-06-01 | 31.763640615660500 |
| 2016-07-01 | 31.792611884420800 |
| 2016-08-01 | 31.755029699928397 |
| 2016-09-01 | 31.769967115548397 |
| 2016-10-01 | 31.880633175602900 |
| 2016-11-01 | 31.889354148075700 |
| 2016-12-01 | 32.060119136529195 |
| 2017-01-01 | 32.401577328738300 |
| 2017-02-01 | 32.124094661528800 |
| 2017-03-01 | 32.172126210409900 |
| 2017-04-01 | 32.317291517225700 |
| 2017-05-01 | 32.398589514391600 |
| 2017-06-01 | 32.428936428324100 |
| 2017-07-01 | 32.444281000561900 |
| 2017-08-01 | 32.420871050548200 |
| 2017-09-01 | 32.560520581462700 |
| 2017-10-01 | 32.548677575783100 |
| 2017-11-01 | 32.525600989684300 |
| 2017-12-01 | 32.635491386393700 |
| 2018-01-01 | 32.687678609969204 |
| 2018-02-01 | 32.708525403330800 |
| 2018-03-01 | 32.693672117757500 |
| 2018-04-01 | 32.972092469991196 |
| 2018-05-01 | 33.022341497467800 |
| 2018-06-01 | 33.199862501691800 |
| 2018-07-01 | 33.087499303333500 |
| 2018-08-01 | 33.077804470366600 |
| 2018-09-01 | 32.848066442239800 |
| 2018-10-01 | 32.915867456057200 |
| 2018-11-01 | 32.941386119655000 |
| 2018-12-01 | 33.032333308587800 |
| 2019-01-01 | 32.881191836431796 |
| 2019-02-01 | 32.796085218875800 |
| 2019-03-01 | 32.900059359915296 |
| 2019-04-01 | 32.974287674557000 |
| 2019-05-01 | 32.957800413334900 |
| 2019-06-01 | 33.138252022059400 |
| 2019-07-01 | 32.905528561898300 |
| 2019-08-01 | 32.899513446341096 |
| 2019-09-01 | 32.928693535048700 |
| 2019-10-01 | 32.995259270407400 |
| 2019-11-01 | 32.960452182121200 |
| 2019-12-01 | 32.827438672605200 |
| 2020-01-01 | 32.876542202277000 |
| 2020-02-01 | 32.887119089206800 |
| 2020-03-01 | 32.779584735201304 |
| 2020-04-01 | 30.468424913793100 |
| 2020-05-01 | 29.593551538999300 |
| 2020-06-01 | 30.175972704478898 |
| 2020-07-01 | 30.535996982766700 |
| 2020-08-01 | 30.735973453816300 |
| 2020-09-01 | 30.914837852137197 |
| 2020-10-01 | 31.206236786845697 |
| 2020-11-01 | 31.049626955983800 |
| 2020-12-01 | 31.047299894074804 |
| 2021-01-01 | 31.061636705882602 |
| 2021-02-01 | 31.110336752880100 |
| 2021-03-01 | 31.072358105693300 |
| 2021-04-01 | 31.221112333106800 |
| 2021-05-01 | 31.108481420479800 |
| 2021-06-01 | 31.038457538990800 |
| 2021-07-01 | 31.163485042757300 |
| 2021-08-01 | 31.049106422725100 |
| 2021-09-01 | 30.884815894257102 |
| 2021-10-01 | 31.004950057787198 |
| 2021-11-01 | 31.029368317936800 |
| 2021-12-01 | 30.842186032678600 |
| 2022-01-01 | 30.844048961009400 |
| 2022-02-01 | 30.922395253835898 |
| 2022-03-01 | 30.854144764470600 |
| 2022-04-01 | 30.405028739915300 |
| 2022-05-01 | 30.597404217019700 |
| 2022-06-01 | 30.637787498671997 |
| 2022-07-01 | 30.638604245424105 |
| 2022-08-01 | 30.628256096363300 |
| 2022-09-01 | 30.765157166863700 |
| 2022-10-01 | 30.712637701292200 |
| 2022-11-01 | 30.741212915607700 |
| 2022-12-01 | 30.736956805311300 |
| 2023-01-01 | 30.723902575912800 |
| 2023-02-01 | 30.737059841342695 |
| 2023-03-01 | 30.946172714464100 |
| 2023-04-01 | 30.660689935091800 |
| 2023-05-01 | 30.876903803839102 |
| 2023-06-01 | 31.154984818407698 |
| 2023-07-01 | 30.837478920654302 |
| 2023-08-01 | 30.821555173902897 |
| 2023-09-01 | 30.944923789998303 |
| 2023-10-01 | 30.919723669513400 |
| 2023-11-01 | 30.954216737500200 |
| 2023-12-01 | 31.420359714210300 |
| 2024-01-01 | 31.709386126159500 |
| 2024-02-01 | 31.153847762702103 |
| 2024-03-01 | 31.434305890040100 |
| 2024-04-01 | 31.687342945763200 |
| 2024-05-01 | 32.050704275607700 |
| 2024-06-01 | 33.427762713051600 |
| 2024-07-01 | 33.624146080877500 |
| 2024-08-01 | 33.820523391989400 |
| 2024-09-01 | 32.323314595219400 |
