Table Data - All Employees: Education and Health Services: Private Educational Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA) |
|---|---|
| Series ID | SMU27334606561000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-10-01 |
| Last Updated | 2024-11-20 5:20 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 | 16.295589117208800 |
| 1990-02-01 | 16.368112911200498 |
| 1990-03-01 | 16.557318128042000 |
| 1990-04-01 | 16.945097680521300 |
| 1990-05-01 | 16.937097702192098 |
| 1990-06-01 | 17.257881586699000 |
| 1990-07-01 | 17.401630663950100 |
| 1990-08-01 | 17.718276113891500 |
| 1990-09-01 | 17.527443103775898 |
| 1990-10-01 | 17.413443902097800 |
| 1990-11-01 | 17.461936361102800 |
| 1990-12-01 | 17.386693734109700 |
| 1991-01-01 | 17.472309846546600 |
| 1991-02-01 | 17.503747279965400 |
| 1991-03-01 | 17.470707245857000 |
| 1991-04-01 | 17.425492827834102 |
| 1991-05-01 | 17.572383802266500 |
| 1991-06-01 | 17.638517536000300 |
| 1991-07-01 | 17.528079363611000 |
| 1991-08-01 | 17.590242311376702 |
| 1991-09-01 | 17.653692630944400 |
| 1991-10-01 | 17.736700719446300 |
| 1991-11-01 | 17.795048513423500 |
| 1991-12-01 | 17.721206628928897 |
| 1992-01-01 | 18.248211062438603 |
| 1992-02-01 | 18.378094764694100 |
| 1992-03-01 | 18.471093679070300 |
| 1992-04-01 | 18.376224564405803 |
| 1992-05-01 | 18.490286369067900 |
| 1992-06-01 | 18.256391484043200 |
| 1992-07-01 | 18.398451528829803 |
| 1992-08-01 | 18.340052732733200 |
| 1992-09-01 | 18.392288440097200 |
| 1992-10-01 | 18.430974348497700 |
| 1992-11-01 | 18.465663528523500 |
| 1992-12-01 | 18.413786150766600 |
| 1993-01-01 | 18.207275545271198 |
| 1993-02-01 | 18.194544921542400 |
| 1993-03-01 | 18.178545366273600 |
| 1993-04-01 | 18.398301585420200 |
| 1993-05-01 | 18.320312057831398 |
| 1993-06-01 | 18.487397365426396 |
| 1993-07-01 | 19.020692570852603 |
| 1993-08-01 | 18.681692618258700 |
| 1993-09-01 | 18.632422400485100 |
| 1993-10-01 | 18.874342324715300 |
| 1993-11-01 | 19.074111335546103 |
| 1993-12-01 | 18.953779063683502 |
| 1994-01-01 | 18.219932572720400 |
| 1994-02-01 | 18.467207315440500 |
| 1994-03-01 | 18.638659283031600 |
| 1994-04-01 | 18.588834012271800 |
| 1994-05-01 | 18.719430165783397 |
| 1994-06-01 | 18.816543803305898 |
| 1994-07-01 | 18.767491156290898 |
| 1994-08-01 | 18.873763375363700 |
| 1994-09-01 | 19.032547193240500 |
| 1994-10-01 | 18.941999500693800 |
| 1994-11-01 | 19.172407990921100 |
| 1994-12-01 | 19.224288296261697 |
| 1995-01-01 | 19.295081237061602 |
| 1995-02-01 | 19.664120700623600 |
| 1995-03-01 | 19.650477809575400 |
| 1995-04-01 | 19.499831790468100 |
| 1995-05-01 | 19.679769510910898 |
| 1995-06-01 | 19.613949877964100 |
| 1995-07-01 | 19.624375193774398 |
| 1995-08-01 | 19.709945455092896 |
| 1995-09-01 | 19.645914341041802 |
| 1995-10-01 | 19.965795638494900 |
| 1995-11-01 | 20.093785709544000 |
| 1995-12-01 | 20.235551798490500 |
| 1996-01-01 | 20.623802224287502 |
| 1996-02-01 | 20.629603891030100 |
| 1996-03-01 | 20.502472126099000 |
| 1996-04-01 | 20.864822928815897 |
| 1996-05-01 | 20.766700779953197 |
| 1996-06-01 | 20.639092705223803 |
| 1996-07-01 | 21.058463127719600 |
| 1996-08-01 | 21.159512988456600 |
| 1996-09-01 | 21.350122142408100 |
| 1996-10-01 | 20.901720008140604 |
| 1996-11-01 | 20.890284746148800 |
| 1996-12-01 | 21.129045106245900 |
| 1997-01-01 | 20.731261330992602 |
| 1997-02-01 | 20.894666494577300 |
| 1997-03-01 | 21.164582954629400 |
| 1997-04-01 | 21.264461422674398 |
| 1997-05-01 | 21.310844084886500 |
| 1997-06-01 | 20.829288789201800 |
| 1997-07-01 | 20.946430837415000 |
| 1997-08-01 | 20.957714474647698 |
| 1997-09-01 | 21.267114249182000 |
| 1997-10-01 | 21.560480283456800 |
| 1997-11-01 | 21.549297105553396 |
| 1997-12-01 | 21.462495710470100 |
| 1998-01-01 | 21.970249711676900 |
| 1998-02-01 | 21.925350408689603 |
| 1998-03-01 | 22.040710139108800 |
| 1998-04-01 | 22.218929117085800 |
| 1998-05-01 | 22.274013605995800 |
| 1998-06-01 | 23.252303737687697 |
| 1998-07-01 | 22.507597948958400 |
| 1998-08-01 | 22.548983033708897 |
| 1998-09-01 | 22.499306860081600 |
| 1998-10-01 | 22.369071101924400 |
| 1998-11-01 | 22.561009718629700 |
| 1998-12-01 | 22.660456178848200 |
| 1999-01-01 | 22.533114217171400 |
| 1999-02-01 | 22.435237986283603 |
| 1999-03-01 | 22.436271252793198 |
| 1999-04-01 | 22.614363349787197 |
| 1999-05-01 | 22.773714455307500 |
| 1999-06-01 | 22.886800375413298 |
| 1999-07-01 | 23.178142174050603 |
| 1999-08-01 | 23.211293308885900 |
| 1999-09-01 | 23.240395047401300 |
| 1999-10-01 | 23.689475657539500 |
| 1999-11-01 | 23.692653319527100 |
| 1999-12-01 | 23.727479061775900 |
| 2000-01-01 | 24.022576105459198 |
| 2000-02-01 | 25.120225168752302 |
| 2000-03-01 | 24.944556085300498 |
| 2000-04-01 | 25.004072927136500 |
| 2000-05-01 | 25.078368233262896 |
| 2000-06-01 | 25.066553763017396 |
| 2000-07-01 | 25.095266861104000 |
| 2000-08-01 | 25.376365889491000 |
| 2000-09-01 | 25.781538324004000 |
| 2000-10-01 | 25.695078258061105 |
| 2000-11-01 | 25.940529535434898 |
| 2000-12-01 | 26.409628590002800 |
| 2001-01-01 | 25.990920728489300 |
| 2001-02-01 | 26.171628093960700 |
| 2001-03-01 | 26.307342214752600 |
| 2001-04-01 | 25.942928799000500 |
| 2001-05-01 | 26.157911423559000 |
| 2001-06-01 | 25.425223153262400 |
| 2001-07-01 | 25.988678135650602 |
| 2001-08-01 | 26.587068537463196 |
| 2001-09-01 | 27.810624236048300 |
| 2001-10-01 | 27.264457800134100 |
| 2001-11-01 | 27.345575930747600 |
| 2001-12-01 | 27.212649035531896 |
| 2002-01-01 | 26.914105123368802 |
| 2002-02-01 | 26.632835318132300 |
| 2002-03-01 | 26.376223287811900 |
| 2002-04-01 | 26.576478544135604 |
| 2002-05-01 | 27.307279144005605 |
| 2002-06-01 | 26.501486532509304 |
| 2002-07-01 | 28.466869270852900 |
| 2002-08-01 | 28.417122853390303 |
| 2002-09-01 | 28.669444866000700 |
| 2002-10-01 | 28.659940878824397 |
| 2002-11-01 | 28.554899832494396 |
| 2002-12-01 | 27.922598122787400 |
| 2003-01-01 | 29.442673240396104 |
| 2003-02-01 | 29.800740154397896 |
| 2003-03-01 | 29.922476186825400 |
| 2003-04-01 | 30.308380183572996 |
| 2003-05-01 | 30.210477451648200 |
| 2003-06-01 | 30.731346866652800 |
| 2003-07-01 | 30.771277626192497 |
| 2003-08-01 | 30.390498920615700 |
| 2003-09-01 | 30.005114914318700 |
| 2003-10-01 | 29.900035394861302 |
| 2003-11-01 | 30.214679053087398 |
| 2003-12-01 | 29.229144064941803 |
| 2004-01-01 | 31.356475894825500 |
| 2004-02-01 | 30.658653095732998 |
| 2004-03-01 | 30.771112999711104 |
| 2004-04-01 | 30.461126646476000 |
| 2004-05-01 | 30.611291174743000 |
| 2004-06-01 | 31.796329850231000 |
| 2004-07-01 | 30.521202578079702 |
| 2004-08-01 | 30.423719845763700 |
| 2004-09-01 | 30.448811206207700 |
| 2004-10-01 | 30.647633523103600 |
| 2004-11-01 | 30.794816264004897 |
| 2004-12-01 | 31.004674309906100 |
| 2005-01-01 | 31.442694301593900 |
| 2005-02-01 | 31.831116253493800 |
| 2005-03-01 | 31.752056102551798 |
| 2005-04-01 | 31.184367886229300 |
| 2005-05-01 | 31.120058417629900 |
| 2005-06-01 | 31.420556676964400 |
| 2005-07-01 | 32.166527822110100 |
| 2005-08-01 | 32.140931362825306 |
| 2005-09-01 | 32.210625191575900 |
| 2005-10-01 | 31.930839757038400 |
| 2005-11-01 | 31.967350593764895 |
| 2005-12-01 | 32.287267581271100 |
| 2006-01-01 | 32.309689132512496 |
| 2006-02-01 | 32.194455374995300 |
| 2006-03-01 | 32.440607136162804 |
| 2006-04-01 | 33.306084667586400 |
| 2006-05-01 | 33.538263601577000 |
| 2006-06-01 | 34.897914949052700 |
| 2006-07-01 | 33.940783412995200 |
| 2006-08-01 | 34.261103057760100 |
| 2006-09-01 | 33.868317888740100 |
| 2006-10-01 | 34.800516305317196 |
| 2006-11-01 | 35.060583798527900 |
| 2006-12-01 | 35.326758788591796 |
| 2007-01-01 | 35.376313821433900 |
| 2007-02-01 | 35.434709043630500 |
| 2007-03-01 | 35.821974742108104 |
| 2007-04-01 | 36.505504781229000 |
| 2007-05-01 | 37.308999386731600 |
| 2007-06-01 | 37.964082509079795 |
| 2007-07-01 | 36.665676700312900 |
| 2007-08-01 | 36.860463122163900 |
| 2007-09-01 | 36.683428287922700 |
| 2007-10-01 | 36.753808880533900 |
| 2007-11-01 | 36.975569114143000 |
| 2007-12-01 | 36.741453844228204 |
| 2008-01-01 | 37.225921536646700 |
| 2008-02-01 | 37.070385227943000 |
| 2008-03-01 | 37.314615576010105 |
| 2008-04-01 | 36.969756431553100 |
| 2008-05-01 | 36.428809780833300 |
| 2008-06-01 | 37.278198595503300 |
| 2008-07-01 | 37.341256912115000 |
| 2008-08-01 | 36.365827421192000 |
| 2008-09-01 | 37.404282738031400 |
| 2008-10-01 | 37.794648550701794 |
| 2008-11-01 | 37.580080421109294 |
| 2008-12-01 | 37.811429306976600 |
| 2009-01-01 | 37.909000866933900 |
| 2009-02-01 | 38.299554797160200 |
| 2009-03-01 | 38.194701246676800 |
| 2009-04-01 | 37.911054654001000 |
| 2009-05-01 | 38.106963843361000 |
| 2009-06-01 | 36.922041828182800 |
| 2009-07-01 | 37.822873861767100 |
| 2009-08-01 | 37.417783071135900 |
| 2009-09-01 | 37.613171725110995 |
| 2009-10-01 | 37.419166442669294 |
| 2009-11-01 | 37.819646242642800 |
| 2009-12-01 | 38.512630222071500 |
| 2010-01-01 | 37.511951707940000 |
| 2010-02-01 | 37.887483957537796 |
| 2010-03-01 | 38.289338393210800 |
| 2010-04-01 | 39.050120270869400 |
| 2010-05-01 | 39.247759667820600 |
| 2010-06-01 | 39.430775119540500 |
| 2010-07-01 | 39.522708431208000 |
| 2010-08-01 | 40.510704687807100 |
| 2010-09-01 | 40.341794956027000 |
| 2010-10-01 | 41.188551252599500 |
| 2010-11-01 | 41.227575305098700 |
| 2010-12-01 | 41.177625737759900 |
| 2011-01-01 | 41.712984468501500 |
| 2011-02-01 | 41.168667475434106 |
| 2011-03-01 | 41.394840981635400 |
| 2011-04-01 | 42.485355698850100 |
| 2011-05-01 | 41.686201783202500 |
| 2011-06-01 | 42.150848987919105 |
| 2011-07-01 | 42.565318486187400 |
| 2011-08-01 | 42.449727791360004 |
| 2011-09-01 | 42.379547966561000 |
| 2011-10-01 | 41.665323476700394 |
| 2011-11-01 | 41.705929604699000 |
| 2011-12-01 | 41.937685294798996 |
| 2012-01-01 | 41.884246304647200 |
| 2012-02-01 | 42.540369380435000 |
| 2012-03-01 | 42.150565221099400 |
| 2012-04-01 | 41.930809881868800 |
| 2012-05-01 | 41.797537908213210 |
| 2012-06-01 | 41.545377775945300 |
| 2012-07-01 | 41.239337832840290 |
| 2012-08-01 | 41.028325496497800 |
| 2012-09-01 | 42.107564243081400 |
| 2012-10-01 | 41.584821656549200 |
| 2012-11-01 | 41.642903927061000 |
| 2012-12-01 | 41.472811561547900 |
| 2013-01-01 | 42.123631641299504 |
| 2013-02-01 | 42.388454611621000 |
| 2013-03-01 | 42.045928545082100 |
| 2013-04-01 | 41.966691183433795 |
| 2013-05-01 | 42.419822336578100 |
| 2013-06-01 | 42.219413650860000 |
| 2013-07-01 | 42.179804860555210 |
| 2013-08-01 | 42.145511469018600 |
| 2013-09-01 | 42.412530274683300 |
| 2013-10-01 | 42.109482736184100 |
| 2013-11-01 | 42.021408386984895 |
| 2013-12-01 | 41.975767054302004 |
| 2014-01-01 | 41.552657386086600 |
| 2014-02-01 | 41.554254022322000 |
| 2014-03-01 | 41.260104028638900 |
| 2014-04-01 | 41.287636029382700 |
| 2014-05-01 | 41.320283189439200 |
| 2014-06-01 | 41.339528290178200 |
| 2014-07-01 | 41.318478424388104 |
| 2014-08-01 | 41.649162223154796 |
| 2014-09-01 | 41.915275055523100 |
| 2014-10-01 | 41.951417932545205 |
| 2014-11-01 | 41.916400985531600 |
| 2014-12-01 | 42.002822934632200 |
| 2015-01-01 | 41.670179492587900 |
| 2015-02-01 | 41.984544523419100 |
| 2015-03-01 | 42.376875234461700 |
| 2015-04-01 | 41.642692927641500 |
| 2015-05-01 | 42.433310826669896 |
| 2015-06-01 | 42.583461659125900 |
| 2015-07-01 | 42.823033365064000 |
| 2015-08-01 | 42.904132502926700 |
| 2015-09-01 | 42.957456785232400 |
| 2015-10-01 | 43.254789427624700 |
| 2015-11-01 | 43.383582684793396 |
| 2015-12-01 | 43.419446102250205 |
| 2016-01-01 | 44.138873213669400 |
| 2016-02-01 | 43.902475082885800 |
| 2016-03-01 | 43.928055901381505 |
| 2016-04-01 | 44.259996531695606 |
| 2016-05-01 | 44.187007244704300 |
| 2016-06-01 | 44.846693007452790 |
| 2016-07-01 | 45.102840917716600 |
| 2016-08-01 | 45.386121959778200 |
| 2016-09-01 | 44.732519778234604 |
| 2016-10-01 | 44.539220894753200 |
| 2016-11-01 | 44.607341335484600 |
| 2016-12-01 | 44.825275252060900 |
| 2017-01-01 | 44.368585163877400 |
| 2017-02-01 | 44.776261898768400 |
| 2017-03-01 | 44.971180888557300 |
| 2017-04-01 | 45.302297642649500 |
| 2017-05-01 | 45.681969478387790 |
| 2017-06-01 | 46.835460294468100 |
| 2017-07-01 | 46.332920245703110 |
| 2017-08-01 | 46.599912181370500 |
| 2017-09-01 | 46.236792321652004 |
| 2017-10-01 | 46.191269510116996 |
| 2017-11-01 | 46.429756634901196 |
| 2017-12-01 | 46.651901445991200 |
| 2018-01-01 | 46.964227611028605 |
| 2018-02-01 | 46.741947654666300 |
| 2018-03-01 | 47.166850413984000 |
| 2018-04-01 | 46.899344561820094 |
| 2018-05-01 | 46.748618197313796 |
| 2018-06-01 | 46.359388255139100 |
| 2018-07-01 | 45.932135660617110 |
| 2018-08-01 | 45.956887443005290 |
| 2018-09-01 | 46.291004927279500 |
| 2018-10-01 | 46.085926854820800 |
| 2018-11-01 | 46.164220826316100 |
| 2018-12-01 | 46.047292664663900 |
| 2019-01-01 | 45.996233363379204 |
| 2019-02-01 | 45.843743473226900 |
| 2019-03-01 | 45.804158177205200 |
| 2019-04-01 | 46.472263466525500 |
| 2019-05-01 | 46.560493974663400 |
| 2019-06-01 | 46.847703239314605 |
| 2019-07-01 | 46.895219608075800 |
| 2019-08-01 | 47.082310148739204 |
| 2019-09-01 | 47.388566759008505 |
| 2019-10-01 | 47.858159978701900 |
| 2019-11-01 | 47.699922275498800 |
| 2019-12-01 | 47.746503929367200 |
| 2020-01-01 | 47.712438585949900 |
| 2020-02-01 | 48.068651277992710 |
| 2020-03-01 | 47.744055208610106 |
| 2020-04-01 | 40.625092432887400 |
| 2020-05-01 | 40.890565450244700 |
| 2020-06-01 | 40.954597445126600 |
| 2020-07-01 | 41.506851824291104 |
| 2020-08-01 | 41.869976753548800 |
| 2020-09-01 | 42.233853938795210 |
| 2020-10-01 | 43.315978705882394 |
| 2020-11-01 | 43.605073320308600 |
| 2020-12-01 | 41.975291945398000 |
| 2021-01-01 | 43.330646874150894 |
| 2021-02-01 | 43.901398444776710 |
| 2021-03-01 | 44.186212675785000 |
| 2021-04-01 | 44.279487371984900 |
| 2021-05-01 | 44.308213786165200 |
| 2021-06-01 | 43.762594425095100 |
| 2021-07-01 | 44.817160673398600 |
| 2021-08-01 | 44.781003904062500 |
| 2021-09-01 | 44.365614043397100 |
| 2021-10-01 | 45.348877047897900 |
| 2021-11-01 | 45.610676332533600 |
| 2021-12-01 | 45.607966583429004 |
| 2022-01-01 | 46.082717490788795 |
| 2022-02-01 | 45.878222438372500 |
| 2022-03-01 | 46.203734738849110 |
| 2022-04-01 | 46.077203419560390 |
| 2022-05-01 | 46.120073496772700 |
| 2022-06-01 | 45.171069047869800 |
| 2022-07-01 | 46.049861478104700 |
| 2022-08-01 | 45.936439319421000 |
| 2022-09-01 | 45.673042008089894 |
| 2022-10-01 | 45.783256384955500 |
| 2022-11-01 | 46.263916350755700 |
| 2022-12-01 | 46.289033042712000 |
| 2023-01-01 | 46.615471641580000 |
| 2023-02-01 | 47.205545468305000 |
| 2023-03-01 | 47.236481509863100 |
| 2023-04-01 | 47.068056921605900 |
| 2023-05-01 | 47.128212246525706 |
| 2023-06-01 | 46.671982237455900 |
| 2023-07-01 | 46.753701715727700 |
| 2023-08-01 | 46.717578479558700 |
| 2023-09-01 | 46.704735640410796 |
| 2023-10-01 | 46.627671142295100 |
| 2023-11-01 | 46.230629250073500 |
| 2023-12-01 | 46.452394932703290 |
| 2024-01-01 | 46.259763738466400 |
| 2024-02-01 | 46.020178920853300 |
| 2024-03-01 | 46.125815480357200 |
| 2024-04-01 | 46.851255702463100 |
| 2024-05-01 | 47.329396452983000 |
| 2024-06-01 | 49.301981840295600 |
| 2024-07-01 | 48.609318164152896 |
| 2024-08-01 | 49.554721451313604 |
| 2024-09-01 | 45.531864033711100 |
| 2024-10-01 | 45.448006225865605 |
