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 2024-12-01 |
| Last Updated | 2025-01-29 5:42 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 | 16.295589117318400 |
| 1990-02-01 | 16.368112911187400 |
| 1990-03-01 | 16.557318127838800 |
| 1990-04-01 | 16.945097679937200 |
| 1990-05-01 | 16.937097701626598 |
| 1990-06-01 | 17.257881586076200 |
| 1990-07-01 | 17.401630663384700 |
| 1990-08-01 | 17.718276113246600 |
| 1990-09-01 | 17.527443103664800 |
| 1990-10-01 | 17.413443902288400 |
| 1990-11-01 | 17.461936361517200 |
| 1990-12-01 | 17.386693736155600 |
| 1991-01-01 | 17.472309846846900 |
| 1991-02-01 | 17.503747280116500 |
| 1991-03-01 | 17.470707245719900 |
| 1991-04-01 | 17.425492827310000 |
| 1991-05-01 | 17.572383801632200 |
| 1991-06-01 | 17.638517535120197 |
| 1991-07-01 | 17.528079362031600 |
| 1991-08-01 | 17.590242309966400 |
| 1991-09-01 | 17.653692631826697 |
| 1991-10-01 | 17.736700718468200 |
| 1991-11-01 | 17.795048514271800 |
| 1991-12-01 | 17.721206632506500 |
| 1992-01-01 | 18.248211064856400 |
| 1992-02-01 | 18.378094765385900 |
| 1992-03-01 | 18.471093679094500 |
| 1992-04-01 | 18.376224563264397 |
| 1992-05-01 | 18.490286366697700 |
| 1992-06-01 | 18.256391480526400 |
| 1992-07-01 | 18.398451523645200 |
| 1992-08-01 | 18.340052728500100 |
| 1992-09-01 | 18.392288441290898 |
| 1992-10-01 | 18.430974347506698 |
| 1992-11-01 | 18.465663533237603 |
| 1992-12-01 | 18.413786160491398 |
| 1993-01-01 | 18.207275554352897 |
| 1993-02-01 | 18.194544928194700 |
| 1993-03-01 | 18.178545364805398 |
| 1993-04-01 | 18.398301578067700 |
| 1993-05-01 | 18.320312045749800 |
| 1993-06-01 | 18.487397351087697 |
| 1993-07-01 | 19.020692555980002 |
| 1993-08-01 | 18.681692609353700 |
| 1993-09-01 | 18.632422404090500 |
| 1993-10-01 | 18.874342329023800 |
| 1993-11-01 | 19.074111351545600 |
| 1993-12-01 | 18.953779088976898 |
| 1994-01-01 | 18.219932594838800 |
| 1994-02-01 | 18.467207333108302 |
| 1994-03-01 | 18.638659281286400 |
| 1994-04-01 | 18.588833997796500 |
| 1994-05-01 | 18.719430143404800 |
| 1994-06-01 | 18.816543704470700 |
| 1994-07-01 | 18.767491137852300 |
| 1994-08-01 | 18.873763367210300 |
| 1994-09-01 | 19.032547219463197 |
| 1994-10-01 | 18.941999514646300 |
| 1994-11-01 | 19.172408024197100 |
| 1994-12-01 | 19.224288346158897 |
| 1995-01-01 | 19.295081289803900 |
| 1995-02-01 | 19.664120762859200 |
| 1995-03-01 | 19.650477854803500 |
| 1995-04-01 | 19.499831695179400 |
| 1995-05-01 | 19.679769404303396 |
| 1995-06-01 | 19.613949654764500 |
| 1995-07-01 | 19.624375213922000 |
| 1995-08-01 | 19.709945477842602 |
| 1995-09-01 | 19.645914412670200 |
| 1995-10-01 | 19.965795675634100 |
| 1995-11-01 | 20.093785763367600 |
| 1995-12-01 | 20.235551875484198 |
| 1996-01-01 | 20.623802302899100 |
| 1996-02-01 | 20.629603987151500 |
| 1996-03-01 | 20.502472221670400 |
| 1996-04-01 | 20.864822750870303 |
| 1996-05-01 | 20.766700599444302 |
| 1996-06-01 | 20.639092278321800 |
| 1996-07-01 | 21.058463223186603 |
| 1996-08-01 | 21.159513074017198 |
| 1996-09-01 | 21.350122287183500 |
| 1996-10-01 | 20.901720077157500 |
| 1996-11-01 | 20.890284817107002 |
| 1996-12-01 | 21.129045194943200 |
| 1997-01-01 | 20.731261407710400 |
| 1997-02-01 | 20.894666590887300 |
| 1997-03-01 | 21.164583072303397 |
| 1997-04-01 | 21.264461138733700 |
| 1997-05-01 | 21.310843813231198 |
| 1997-06-01 | 20.829288330214200 |
| 1997-07-01 | 20.946431018917803 |
| 1997-08-01 | 20.957714655292900 |
| 1997-09-01 | 21.267114474157200 |
| 1997-10-01 | 21.560480451018200 |
| 1997-11-01 | 21.549297239973400 |
| 1997-12-01 | 21.462495828183900 |
| 1998-01-01 | 21.970249743467000 |
| 1998-02-01 | 21.925350247575600 |
| 1998-03-01 | 22.040710035106603 |
| 1998-04-01 | 22.218928723760900 |
| 1998-05-01 | 22.274013287320800 |
| 1998-06-01 | 23.252303274340402 |
| 1998-07-01 | 22.507598277199897 |
| 1998-08-01 | 22.548983504144100 |
| 1998-09-01 | 22.499307431358400 |
| 1998-10-01 | 22.369071638579804 |
| 1998-11-01 | 22.561010144490698 |
| 1998-12-01 | 22.660455995566696 |
| 1999-01-01 | 22.533114209332500 |
| 1999-02-01 | 22.435237389949602 |
| 1999-03-01 | 22.436270647836800 |
| 1999-04-01 | 22.614362539988700 |
| 1999-05-01 | 22.773713819127497 |
| 1999-06-01 | 22.886798945259198 |
| 1999-07-01 | 23.178144614228600 |
| 1999-08-01 | 23.211294192603003 |
| 1999-09-01 | 23.240396100339100 |
| 1999-10-01 | 23.689476897895698 |
| 1999-11-01 | 23.692654323742104 |
| 1999-12-01 | 23.727478745771197 |
| 2000-01-01 | 24.022576176320100 |
| 2000-02-01 | 25.120223864871896 |
| 2000-03-01 | 24.944554262120700 |
| 2000-04-01 | 25.004070239858397 |
| 2000-05-01 | 25.078367856759100 |
| 2000-06-01 | 25.066547173961002 |
| 2000-07-01 | 25.095274893822303 |
| 2000-08-01 | 25.376369081778304 |
| 2000-09-01 | 25.781540764873600 |
| 2000-10-01 | 25.695080386659400 |
| 2000-11-01 | 25.940531025833202 |
| 2000-12-01 | 26.409627893490000 |
| 2001-01-01 | 25.990920480376600 |
| 2001-02-01 | 26.171626094430700 |
| 2001-03-01 | 26.307338972723798 |
| 2001-04-01 | 25.942923892200998 |
| 2001-05-01 | 26.157911083263100 |
| 2001-06-01 | 25.425211140287600 |
| 2001-07-01 | 25.988693523100900 |
| 2001-08-01 | 26.587073740483397 |
| 2001-09-01 | 27.810627782794200 |
| 2001-10-01 | 27.264460417815698 |
| 2001-11-01 | 27.345577438306698 |
| 2001-12-01 | 27.212648628582603 |
| 2002-01-01 | 26.914104354907800 |
| 2002-02-01 | 26.632832784176898 |
| 2002-03-01 | 26.376219113224202 |
| 2002-04-01 | 26.576471987820500 |
| 2002-05-01 | 27.307279599005398 |
| 2002-06-01 | 26.501470327254600 |
| 2002-07-01 | 28.466889311664602 |
| 2002-08-01 | 28.417130447464600 |
| 2002-09-01 | 28.669449457752400 |
| 2002-10-01 | 28.659943447729700 |
| 2002-11-01 | 28.554900751941200 |
| 2002-12-01 | 27.922597553432002 |
| 2003-01-01 | 29.442671530395398 |
| 2003-02-01 | 29.800736845419603 |
| 2003-03-01 | 29.922471879986000 |
| 2003-04-01 | 30.308374176378997 |
| 2003-05-01 | 30.210477028600398 |
| 2003-06-01 | 30.731332695195800 |
| 2003-07-01 | 30.771296907248804 |
| 2003-08-01 | 30.390504535601000 |
| 2003-09-01 | 30.005118531328300 |
| 2003-10-01 | 29.900037379775895 |
| 2003-11-01 | 30.214679575372100 |
| 2003-12-01 | 29.229143590051198 |
| 2004-01-01 | 31.356474205034900 |
| 2004-02-01 | 30.658650054575500 |
| 2004-03-01 | 30.771109995271100 |
| 2004-04-01 | 30.461123109176500 |
| 2004-05-01 | 30.611290797560200 |
| 2004-06-01 | 31.796320146203605 |
| 2004-07-01 | 30.521215474332500 |
| 2004-08-01 | 30.423723152914900 |
| 2004-09-01 | 30.448813996018600 |
| 2004-10-01 | 30.647634674133396 |
| 2004-11-01 | 30.794816404143802 |
| 2004-12-01 | 31.004673713775002 |
| 2005-01-01 | 31.442693100717000 |
| 2005-02-01 | 31.831113850973000 |
| 2005-03-01 | 31.752054705208500 |
| 2005-04-01 | 31.184366707031003 |
| 2005-05-01 | 31.120057283973697 |
| 2005-06-01 | 31.420552026269498 |
| 2005-07-01 | 32.166536681983800 |
| 2005-08-01 | 32.140931732509400 |
| 2005-09-01 | 32.210626676951000 |
| 2005-10-01 | 31.930840082224897 |
| 2005-11-01 | 31.967350598031803 |
| 2005-12-01 | 32.287267199436300 |
| 2006-01-01 | 32.309688730062200 |
| 2006-02-01 | 32.194454318049800 |
| 2006-03-01 | 32.440606778512000 |
| 2006-04-01 | 33.306084435426996 |
| 2006-05-01 | 33.538263046904800 |
| 2006-06-01 | 34.897910754726200 |
| 2006-07-01 | 33.940788046374300 |
| 2006-08-01 | 34.261103162941600 |
| 2006-09-01 | 33.868319531761500 |
| 2006-10-01 | 34.800516279103604 |
| 2006-11-01 | 35.060583700544000 |
| 2006-12-01 | 35.326758664757800 |
| 2007-01-01 | 35.376313795179400 |
| 2007-02-01 | 35.434708780082500 |
| 2007-03-01 | 35.821974905227606 |
| 2007-04-01 | 36.505505011003606 |
| 2007-05-01 | 37.308998919563706 |
| 2007-06-01 | 37.964078091455100 |
| 2007-07-01 | 36.665679252835800 |
| 2007-08-01 | 36.860463160435500 |
| 2007-09-01 | 36.683429432600400 |
| 2007-10-01 | 36.753808892151500 |
| 2007-11-01 | 36.975569140679000 |
| 2007-12-01 | 36.741454860066600 |
| 2008-01-01 | 37.225921668665900 |
| 2008-02-01 | 37.070385397029700 |
| 2008-03-01 | 37.314615734286000 |
| 2008-04-01 | 36.969756637500204 |
| 2008-05-01 | 36.428809865040800 |
| 2008-06-01 | 37.278193833379300 |
| 2008-07-01 | 37.341257233138705 |
| 2008-08-01 | 36.365827663885700 |
| 2008-09-01 | 37.404283497095200 |
| 2008-10-01 | 37.794648793112100 |
| 2008-11-01 | 37.580080793954200 |
| 2008-12-01 | 37.811431776453300 |
| 2009-01-01 | 37.909001459230600 |
| 2009-02-01 | 38.299555425645300 |
| 2009-03-01 | 38.194701864315000 |
| 2009-04-01 | 37.911052442192900 |
| 2009-05-01 | 38.106964410873395 |
| 2009-06-01 | 36.922036699786400 |
| 2009-07-01 | 37.822874230280600 |
| 2009-08-01 | 37.417783237556705 |
| 2009-09-01 | 37.613171790673900 |
| 2009-10-01 | 37.419166698874800 |
| 2009-11-01 | 37.819646826319800 |
| 2009-12-01 | 38.512634071403400 |
| 2010-01-01 | 37.511952604687900 |
| 2010-02-01 | 37.887486502887200 |
| 2010-03-01 | 38.289338891099300 |
| 2010-04-01 | 39.050114636230600 |
| 2010-05-01 | 39.247759720379290 |
| 2010-06-01 | 39.430770999413000 |
| 2010-07-01 | 39.522707799838294 |
| 2010-08-01 | 40.510706147339796 |
| 2010-09-01 | 40.341795367855600 |
| 2010-10-01 | 41.188550293145900 |
| 2010-11-01 | 41.227574334710000 |
| 2010-12-01 | 41.177634061196300 |
| 2011-01-01 | 41.712983106097500 |
| 2011-02-01 | 41.168676199929706 |
| 2011-03-01 | 41.394839748462000 |
| 2011-04-01 | 42.485345106381800 |
| 2011-05-01 | 41.686200629046700 |
| 2011-06-01 | 42.150845388511900 |
| 2011-07-01 | 42.565316408737500 |
| 2011-08-01 | 42.449730285143794 |
| 2011-09-01 | 42.379548769477000 |
| 2011-10-01 | 41.665321879832796 |
| 2011-11-01 | 41.705928632221800 |
| 2011-12-01 | 41.937700434975000 |
| 2012-01-01 | 41.884244093120800 |
| 2012-02-01 | 42.540383953599900 |
| 2012-03-01 | 42.150559345033900 |
| 2012-04-01 | 41.930796892579400 |
| 2012-05-01 | 41.797530959240300 |
| 2012-06-01 | 41.545370738121210 |
| 2012-07-01 | 41.239331546727904 |
| 2012-08-01 | 41.028327670645600 |
| 2012-09-01 | 42.107565710279495 |
| 2012-10-01 | 41.584824257120600 |
| 2012-11-01 | 41.642914464643900 |
| 2012-12-01 | 41.472850304544600 |
| 2013-01-01 | 42.123604563650300 |
| 2013-02-01 | 42.388487441627205 |
| 2013-03-01 | 42.045927276551500 |
| 2013-04-01 | 41.966646436644204 |
| 2013-05-01 | 42.419803614490796 |
| 2013-06-01 | 42.219397099459100 |
| 2013-07-01 | 42.179793368601700 |
| 2013-08-01 | 42.145512407599895 |
| 2013-09-01 | 42.412538571696400 |
| 2013-10-01 | 42.109495656025200 |
| 2013-11-01 | 42.021432093619396 |
| 2013-12-01 | 41.975814465008700 |
| 2014-01-01 | 41.552710541235400 |
| 2014-02-01 | 41.554284055896794 |
| 2014-03-01 | 41.260104718695200 |
| 2014-04-01 | 41.287560102396100 |
| 2014-05-01 | 41.320120962173300 |
| 2014-06-01 | 41.339473460293000 |
| 2014-07-01 | 41.318546931800500 |
| 2014-08-01 | 41.649193120554600 |
| 2014-09-01 | 41.915297676522200 |
| 2014-10-01 | 41.951453723676200 |
| 2014-11-01 | 41.916444816108600 |
| 2014-12-01 | 42.002875915757100 |
| 2015-01-01 | 41.670342872535900 |
| 2015-02-01 | 41.984566560488794 |
| 2015-03-01 | 42.376878574933706 |
| 2015-04-01 | 41.642579337746206 |
| 2015-05-01 | 42.432984029402110 |
| 2015-06-01 | 42.583263385865400 |
| 2015-07-01 | 42.823140297034705 |
| 2015-08-01 | 42.904197594392600 |
| 2015-09-01 | 42.957384506607895 |
| 2015-10-01 | 43.255275817744100 |
| 2015-11-01 | 43.383540052651500 |
| 2015-12-01 | 43.419426988703200 |
| 2016-01-01 | 44.139205393874100 |
| 2016-02-01 | 43.902467251377790 |
| 2016-03-01 | 43.928038949200300 |
| 2016-04-01 | 44.259872005886706 |
| 2016-05-01 | 44.186460123699700 |
| 2016-06-01 | 44.846270267774490 |
| 2016-07-01 | 45.102931663404400 |
| 2016-08-01 | 45.386198763859400 |
| 2016-09-01 | 44.732356693037900 |
| 2016-10-01 | 44.540247079399100 |
| 2016-11-01 | 44.607304781094506 |
| 2016-12-01 | 44.825286266920390 |
| 2017-01-01 | 44.368918057974300 |
| 2017-02-01 | 44.776260505791800 |
| 2017-03-01 | 44.971112573853000 |
| 2017-04-01 | 45.302085485624600 |
| 2017-05-01 | 45.681378982131996 |
| 2017-06-01 | 46.834758115021100 |
| 2017-07-01 | 46.332747640484900 |
| 2017-08-01 | 46.599942449579004 |
| 2017-09-01 | 46.236577790021100 |
| 2017-10-01 | 46.192936396899796 |
| 2017-11-01 | 46.429792477681104 |
| 2017-12-01 | 46.651968266002290 |
| 2018-01-01 | 46.964502140974204 |
| 2018-02-01 | 46.742047091963700 |
| 2018-03-01 | 47.167029036265200 |
| 2018-04-01 | 46.898629914737210 |
| 2018-05-01 | 46.747840258782000 |
| 2018-06-01 | 46.358636885279700 |
| 2018-07-01 | 45.931787100746100 |
| 2018-08-01 | 45.956727995501700 |
| 2018-09-01 | 46.290661512124300 |
| 2018-10-01 | 46.088187826230710 |
| 2018-11-01 | 46.164906696005000 |
| 2018-12-01 | 46.047652158801100 |
| 2019-01-01 | 45.995911399534500 |
| 2019-02-01 | 45.843543311801700 |
| 2019-03-01 | 45.804237494129800 |
| 2019-04-01 | 46.470732156479210 |
| 2019-05-01 | 46.559305044823500 |
| 2019-06-01 | 46.848656945075900 |
| 2019-07-01 | 46.894451372043600 |
| 2019-08-01 | 47.081730124525500 |
| 2019-09-01 | 47.389206185100406 |
| 2019-10-01 | 47.861137189238400 |
| 2019-11-01 | 47.701392396578600 |
| 2019-12-01 | 47.747065122696110 |
| 2020-01-01 | 47.711075452600000 |
| 2020-02-01 | 48.067080073138100 |
| 2020-03-01 | 47.742469728004295 |
| 2020-04-01 | 40.621462566974294 |
| 2020-05-01 | 40.887558227515896 |
| 2020-06-01 | 40.962214228393500 |
| 2020-07-01 | 41.506173622209700 |
| 2020-08-01 | 41.870395860441400 |
| 2020-09-01 | 42.237078829426000 |
| 2020-10-01 | 43.320732340875500 |
| 2020-11-01 | 43.607406671698210 |
| 2020-12-01 | 41.974865794930295 |
| 2021-01-01 | 43.326145066218700 |
| 2021-02-01 | 43.895337430224900 |
| 2021-03-01 | 44.179557958632600 |
| 2021-04-01 | 44.271782950350506 |
| 2021-05-01 | 44.302813954852200 |
| 2021-06-01 | 43.779738496429100 |
| 2021-07-01 | 44.820240312239290 |
| 2021-08-01 | 44.787657262486704 |
| 2021-09-01 | 44.377062242442800 |
| 2021-10-01 | 45.358082911168395 |
| 2021-11-01 | 45.614118641317994 |
| 2021-12-01 | 45.604377897278600 |
| 2022-01-01 | 46.072211743398400 |
| 2022-02-01 | 45.864459792435400 |
| 2022-03-01 | 46.178186564084800 |
| 2022-04-01 | 46.062459993087394 |
| 2022-05-01 | 46.107686899647206 |
| 2022-06-01 | 45.208698721143600 |
| 2022-07-01 | 46.051234105702600 |
| 2022-08-01 | 45.969855145049000 |
| 2022-09-01 | 45.693785561119500 |
| 2022-10-01 | 45.816632506402600 |
| 2022-11-01 | 46.284049302593790 |
| 2022-12-01 | 46.251107458660500 |
| 2023-01-01 | 46.587021806217300 |
| 2023-02-01 | 47.177906082488896 |
| 2023-03-01 | 47.185940900505200 |
| 2023-04-01 | 47.037707819812100 |
| 2023-05-01 | 47.097360015325900 |
| 2023-06-01 | 46.788204332907895 |
| 2023-07-01 | 46.741188433728600 |
| 2023-08-01 | 46.767348879550504 |
| 2023-09-01 | 46.729138473186700 |
| 2023-10-01 | 46.691349456257600 |
| 2023-11-01 | 46.281272537149604 |
| 2023-12-01 | 46.363896374952710 |
| 2024-01-01 | 46.214721998831100 |
| 2024-02-01 | 45.982959421694710 |
| 2024-03-01 | 46.050593023625300 |
| 2024-04-01 | 46.803357863261600 |
| 2024-05-01 | 47.274237212830705 |
| 2024-06-01 | 49.532359154788400 |
| 2024-07-01 | 48.568008784062500 |
| 2024-08-01 | 49.618187454166100 |
| 2024-09-01 | 45.549808680343700 |
| 2024-10-01 | 45.448254718908395 |
| 2024-11-01 | 45.521839468596795 |
| 2024-12-01 | 45.729044222259700 |
