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 2024-11-01 |
| Last Updated | 2024-12-21 5:32 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 | 16.295589117267000 |
| 1990-02-01 | 16.368112911193600 |
| 1990-03-01 | 16.557318127934200 |
| 1990-04-01 | 16.945097680211400 |
| 1990-05-01 | 16.937097701892100 |
| 1990-06-01 | 17.257881586368500 |
| 1990-07-01 | 17.401630663650100 |
| 1990-08-01 | 17.718276113549300 |
| 1990-09-01 | 17.527443103717000 |
| 1990-10-01 | 17.413443902198900 |
| 1990-11-01 | 17.461936361322600 |
| 1990-12-01 | 17.386693735195200 |
| 1991-01-01 | 17.472309846705897 |
| 1991-02-01 | 17.503747280045600 |
| 1991-03-01 | 17.470707245784200 |
| 1991-04-01 | 17.425492827556000 |
| 1991-05-01 | 17.572383801930002 |
| 1991-06-01 | 17.638517535533400 |
| 1991-07-01 | 17.528079362773000 |
| 1991-08-01 | 17.590242310628400 |
| 1991-09-01 | 17.653692631412500 |
| 1991-10-01 | 17.736700718927300 |
| 1991-11-01 | 17.795048513873600 |
| 1991-12-01 | 17.721206630827100 |
| 1992-01-01 | 18.248211063721400 |
| 1992-02-01 | 18.378094765061200 |
| 1992-03-01 | 18.471093679083100 |
| 1992-04-01 | 18.376224563800200 |
| 1992-05-01 | 18.490286367810302 |
| 1992-06-01 | 18.256391482177200 |
| 1992-07-01 | 18.398451526078897 |
| 1992-08-01 | 18.340052730487198 |
| 1992-09-01 | 18.392288440730500 |
| 1992-10-01 | 18.430974347971900 |
| 1992-11-01 | 18.465663531024700 |
| 1992-12-01 | 18.413786155926400 |
| 1993-01-01 | 18.207275550089800 |
| 1993-02-01 | 18.194544925072000 |
| 1993-03-01 | 18.178545365494603 |
| 1993-04-01 | 18.398301581519100 |
| 1993-05-01 | 18.320312051421197 |
| 1993-06-01 | 18.487397357818600 |
| 1993-07-01 | 19.020692562961500 |
| 1993-08-01 | 18.681692613533798 |
| 1993-09-01 | 18.632422402398000 |
| 1993-10-01 | 18.874342327001300 |
| 1993-11-01 | 19.074111344035000 |
| 1993-12-01 | 18.953779077103600 |
| 1994-01-01 | 18.219932584456100 |
| 1994-02-01 | 18.467207324814698 |
| 1994-03-01 | 18.638659282105700 |
| 1994-04-01 | 18.588834004591600 |
| 1994-05-01 | 18.719430153909897 |
| 1994-06-01 | 18.816543750865700 |
| 1994-07-01 | 18.767491146507800 |
| 1994-08-01 | 18.873763371037700 |
| 1994-09-01 | 19.032547207153400 |
| 1994-10-01 | 18.941999508096700 |
| 1994-11-01 | 19.172408008576600 |
| 1994-12-01 | 19.224288322736100 |
| 1995-01-01 | 19.295081265045700 |
| 1995-02-01 | 19.664120733644600 |
| 1995-03-01 | 19.650477833572600 |
| 1995-04-01 | 19.499831739910398 |
| 1995-05-01 | 19.679769454347600 |
| 1995-06-01 | 19.613949759537900 |
| 1995-07-01 | 19.624375204464396 |
| 1995-08-01 | 19.709945467163397 |
| 1995-09-01 | 19.645914379045898 |
| 1995-10-01 | 19.965795658200200 |
| 1995-11-01 | 20.093785738101700 |
| 1995-12-01 | 20.235551839341800 |
| 1996-01-01 | 20.623802265997398 |
| 1996-02-01 | 20.629603942030300 |
| 1996-03-01 | 20.502472176807398 |
| 1996-04-01 | 20.864822834402700 |
| 1996-05-01 | 20.766700684179803 |
| 1996-06-01 | 20.639092478716200 |
| 1996-07-01 | 21.058463178372300 |
| 1996-08-01 | 21.159513033853102 |
| 1996-09-01 | 21.350122219222000 |
| 1996-10-01 | 20.901720044759500 |
| 1996-11-01 | 20.890284783797900 |
| 1996-12-01 | 21.129045153307300 |
| 1997-01-01 | 20.731261371698000 |
| 1997-02-01 | 20.894666545677800 |
| 1997-03-01 | 21.164583017065100 |
| 1997-04-01 | 21.264461272022700 |
| 1997-05-01 | 21.310843940752800 |
| 1997-06-01 | 20.829288545669300 |
| 1997-07-01 | 20.946430933715700 |
| 1997-08-01 | 20.957714570493200 |
| 1997-09-01 | 21.267114368547800 |
| 1997-10-01 | 21.560480372361102 |
| 1997-11-01 | 21.549297176874198 |
| 1997-12-01 | 21.462495772927600 |
| 1998-01-01 | 21.970249728545000 |
| 1998-02-01 | 21.925350323209600 |
| 1998-03-01 | 22.040710083927898 |
| 1998-04-01 | 22.218928908396700 |
| 1998-05-01 | 22.274013436913900 |
| 1998-06-01 | 23.252303491841698 |
| 1998-07-01 | 22.507598123113700 |
| 1998-08-01 | 22.548983283308700 |
| 1998-09-01 | 22.499307163185396 |
| 1998-10-01 | 22.369071386659400 |
| 1998-11-01 | 22.561009944580000 |
| 1998-12-01 | 22.660456081617998 |
| 1999-01-01 | 22.533114213010897 |
| 1999-02-01 | 22.435237669886604 |
| 1999-03-01 | 22.436270931815700 |
| 1999-04-01 | 22.614362920124996 |
| 1999-05-01 | 22.773714117762900 |
| 1999-06-01 | 22.886799616603103 |
| 1999-07-01 | 23.178143468749700 |
| 1999-08-01 | 23.211293777761803 |
| 1999-09-01 | 23.240395606061696 |
| 1999-10-01 | 23.689476315639602 |
| 1999-11-01 | 23.692653852336303 |
| 1999-12-01 | 23.727478894140702 |
| 2000-01-01 | 24.022576143052500 |
| 2000-02-01 | 25.120224476949000 |
| 2000-03-01 | 24.944555117960000 |
| 2000-04-01 | 25.004071501325498 |
| 2000-05-01 | 25.078368033489298 |
| 2000-06-01 | 25.066550267014698 |
| 2000-07-01 | 25.095271123075104 |
| 2000-08-01 | 25.376367583239798 |
| 2000-09-01 | 25.781539619067804 |
| 2000-10-01 | 25.695079387440200 |
| 2000-11-01 | 25.940530326199198 |
| 2000-12-01 | 26.409628220498100 |
| 2001-01-01 | 25.990920596839600 |
| 2001-02-01 | 26.171627033056698 |
| 2001-03-01 | 26.307340494602000 |
| 2001-04-01 | 25.942926195562000 |
| 2001-05-01 | 26.157911242989503 |
| 2001-06-01 | 25.425216779456600 |
| 2001-07-01 | 25.988686299870600 |
| 2001-08-01 | 26.587071298063996 |
| 2001-09-01 | 27.810626117868800 |
| 2001-10-01 | 27.264459189013200 |
| 2001-11-01 | 27.345576730618898 |
| 2001-12-01 | 27.212648819645600 |
| 2002-01-01 | 26.914104715632500 |
| 2002-02-01 | 26.632833973668700 |
| 2002-03-01 | 26.376221072868400 |
| 2002-04-01 | 26.576475065509100 |
| 2002-05-01 | 27.307279385407200 |
| 2002-06-01 | 26.501477934390604 |
| 2002-07-01 | 28.466879904050998 |
| 2002-08-01 | 28.417126882645398 |
| 2002-09-01 | 28.669447302286200 |
| 2002-10-01 | 28.659942241820197 |
| 2002-11-01 | 28.554900320301698 |
| 2002-12-01 | 27.922597820673800 |
| 2003-01-01 | 29.442672333059697 |
| 2003-02-01 | 29.800738398659500 |
| 2003-03-01 | 29.922473901739000 |
| 2003-04-01 | 30.308376996367800 |
| 2003-05-01 | 30.210477227275600 |
| 2003-06-01 | 30.731339347706300 |
| 2003-07-01 | 30.771287856348000 |
| 2003-08-01 | 30.390501899821300 |
| 2003-09-01 | 30.005116833397004 |
| 2003-10-01 | 29.900036447946896 |
| 2003-11-01 | 30.214679330075697 |
| 2003-12-01 | 29.229143812814897 |
| 2004-01-01 | 31.356474998094600 |
| 2004-02-01 | 30.658651481979800 |
| 2004-03-01 | 30.771111405671500 |
| 2004-04-01 | 30.461124769857697 |
| 2004-05-01 | 30.611290974889698 |
| 2004-06-01 | 31.796324701970700 |
| 2004-07-01 | 30.521209420846702 |
| 2004-08-01 | 30.423721600702100 |
| 2004-09-01 | 30.448812685917800 |
| 2004-10-01 | 30.647634133901800 |
| 2004-11-01 | 30.794816338206000 |
| 2004-12-01 | 31.004673993128400 |
| 2005-01-01 | 31.442693663739500 |
| 2005-02-01 | 31.831114977837600 |
| 2005-03-01 | 31.752055360466300 |
| 2005-04-01 | 31.184367260158500 |
| 2005-05-01 | 31.120057819573300 |
| 2005-06-01 | 31.420554210273103 |
| 2005-07-01 | 32.166532523771600 |
| 2005-08-01 | 32.140931559806800 |
| 2005-09-01 | 32.210625978810400 |
| 2005-10-01 | 31.930839929509002 |
| 2005-11-01 | 31.967350595034198 |
| 2005-12-01 | 32.287267376477900 |
| 2006-01-01 | 32.309688915837500 |
| 2006-02-01 | 32.194454810700000 |
| 2006-03-01 | 32.440606943781000 |
| 2006-04-01 | 33.306084544397300 |
| 2006-05-01 | 33.538263318108200 |
| 2006-06-01 | 34.897912734135000 |
| 2006-07-01 | 33.940785882943900 |
| 2006-08-01 | 34.261103125170400 |
| 2006-09-01 | 33.868318759887300 |
| 2006-10-01 | 34.800516278108695 |
| 2006-11-01 | 35.060583720340300 |
| 2006-12-01 | 35.326758693212300 |
| 2007-01-01 | 35.376313786409100 |
| 2007-02-01 | 35.434708900086300 |
| 2007-03-01 | 35.821974842738000 |
| 2007-04-01 | 36.505504930873900 |
| 2007-05-01 | 37.308999184053896 |
| 2007-06-01 | 37.964080225588496 |
| 2007-07-01 | 36.665678080897500 |
| 2007-08-01 | 36.860463159634500 |
| 2007-09-01 | 36.683428886649295 |
| 2007-10-01 | 36.753808840204900 |
| 2007-11-01 | 36.975569047001600 |
| 2007-12-01 | 36.741454265500700 |
| 2008-01-01 | 37.225921551102790 |
| 2008-02-01 | 37.070385315634700 |
| 2008-03-01 | 37.314615701878710 |
| 2008-04-01 | 36.969756606156700 |
| 2008-05-01 | 36.428809901128300 |
| 2008-06-01 | 37.278196187070900 |
| 2008-07-01 | 37.341257151723106 |
| 2008-08-01 | 36.365827648401200 |
| 2008-09-01 | 37.404283256796400 |
| 2008-10-01 | 37.794648694328710 |
| 2008-11-01 | 37.580080477551704 |
| 2008-12-01 | 37.811430300018200 |
| 2009-01-01 | 37.909000822315000 |
| 2009-02-01 | 38.299554704634204 |
| 2009-03-01 | 38.194701123551000 |
| 2009-04-01 | 37.911055094125000 |
| 2009-05-01 | 38.106963837810795 |
| 2009-06-01 | 36.922039042747706 |
| 2009-07-01 | 37.822874100782400 |
| 2009-08-01 | 37.417783435727200 |
| 2009-09-01 | 37.613172177807400 |
| 2009-10-01 | 37.419166861426700 |
| 2009-11-01 | 37.819646538125700 |
| 2009-12-01 | 38.512631836340900 |
| 2010-01-01 | 37.511951559239800 |
| 2010-02-01 | 37.887483558400000 |
| 2010-03-01 | 38.289337671217105 |
| 2010-04-01 | 39.050120495591500 |
| 2010-05-01 | 39.247758934660894 |
| 2010-06-01 | 39.430772461487000 |
| 2010-07-01 | 39.522707778407000 |
| 2010-08-01 | 40.510706711270900 |
| 2010-09-01 | 40.341797342670800 |
| 2010-10-01 | 41.188551076072000 |
| 2010-11-01 | 41.227574956644300 |
| 2010-12-01 | 41.177630130325800 |
| 2011-01-01 | 41.712983563871106 |
| 2011-02-01 | 41.168664096135394 |
| 2011-03-01 | 41.394839602973900 |
| 2011-04-01 | 42.485355985765600 |
| 2011-05-01 | 41.686200295957796 |
| 2011-06-01 | 42.150846402860600 |
| 2011-07-01 | 42.565317087864900 |
| 2011-08-01 | 42.449732099943700 |
| 2011-09-01 | 42.379553396470000 |
| 2011-10-01 | 41.665324076493400 |
| 2011-11-01 | 41.705930106332600 |
| 2011-12-01 | 41.937693196115600 |
| 2012-01-01 | 41.884243260792200 |
| 2012-02-01 | 42.540359205042800 |
| 2012-03-01 | 42.150558910903200 |
| 2012-04-01 | 41.930806164908795 |
| 2012-05-01 | 41.797535852201400 |
| 2012-06-01 | 41.545378489478700 |
| 2012-07-01 | 41.239340688123400 |
| 2012-08-01 | 41.028337040470500 |
| 2012-09-01 | 42.107576785133900 |
| 2012-10-01 | 41.584826642472900 |
| 2012-11-01 | 41.642909388178296 |
| 2012-12-01 | 41.472827257012100 |
| 2013-01-01 | 42.123606084482600 |
| 2013-02-01 | 42.388436472663100 |
| 2013-03-01 | 42.045912337562500 |
| 2013-04-01 | 41.966671187402100 |
| 2013-05-01 | 42.419816853305605 |
| 2013-06-01 | 42.219422200842200 |
| 2013-07-01 | 42.179824482934400 |
| 2013-08-01 | 42.145541310845296 |
| 2013-09-01 | 42.412559628519794 |
| 2013-10-01 | 42.109500762360100 |
| 2013-11-01 | 42.021421171158400 |
| 2013-12-01 | 41.975780632177700 |
| 2014-01-01 | 41.552658014763000 |
| 2014-02-01 | 41.554214557753504 |
| 2014-03-01 | 41.260055414527500 |
| 2014-04-01 | 41.287565627324500 |
| 2014-05-01 | 41.320169161032000 |
| 2014-06-01 | 41.339541470821900 |
| 2014-07-01 | 41.318697361013800 |
| 2014-08-01 | 41.649260760528500 |
| 2014-09-01 | 41.915284166365700 |
| 2014-10-01 | 41.951432132232600 |
| 2014-11-01 | 41.916412965443600 |
| 2014-12-01 | 42.002826410687400 |
| 2015-01-01 | 41.670221880106000 |
| 2015-02-01 | 41.984481666349600 |
| 2015-03-01 | 42.376793047175106 |
| 2015-04-01 | 41.642565639984700 |
| 2015-05-01 | 42.433062321621900 |
| 2015-06-01 | 42.583426222957290 |
| 2015-07-01 | 42.823413307802205 |
| 2015-08-01 | 42.904360441634395 |
| 2015-09-01 | 42.957342053141495 |
| 2015-10-01 | 43.255149399231800 |
| 2015-11-01 | 43.383492347117100 |
| 2015-12-01 | 43.419362394271495 |
| 2016-01-01 | 44.138964147106705 |
| 2016-02-01 | 43.902369426726400 |
| 2016-03-01 | 43.927933069571800 |
| 2016-04-01 | 44.259816839620200 |
| 2016-05-01 | 44.186608690894600 |
| 2016-06-01 | 44.846581420095900 |
| 2016-07-01 | 45.103374159512210 |
| 2016-08-01 | 45.386480492774496 |
| 2016-09-01 | 44.732271297674600 |
| 2016-10-01 | 44.539963884451700 |
| 2016-11-01 | 44.607166877731800 |
| 2016-12-01 | 44.825123795189290 |
| 2017-01-01 | 44.368619722836900 |
| 2017-02-01 | 44.776138801209896 |
| 2017-03-01 | 44.971053546427200 |
| 2017-04-01 | 45.302131385669206 |
| 2017-05-01 | 45.681632940803400 |
| 2017-06-01 | 46.835250068474700 |
| 2017-07-01 | 46.333172890733900 |
| 2017-08-01 | 46.600273413389000 |
| 2017-09-01 | 46.236483395777704 |
| 2017-10-01 | 46.192476192372204 |
| 2017-11-01 | 46.429530403096200 |
| 2017-12-01 | 46.651709844235400 |
| 2018-01-01 | 46.964179089596390 |
| 2018-02-01 | 46.741819025474010 |
| 2018-03-01 | 47.166749937867500 |
| 2018-04-01 | 46.899223741699200 |
| 2018-05-01 | 46.748406194638210 |
| 2018-06-01 | 46.359183642934200 |
| 2018-07-01 | 45.932122815011900 |
| 2018-08-01 | 45.956952803882500 |
| 2018-09-01 | 46.290621926761204 |
| 2018-10-01 | 46.087088222339300 |
| 2018-11-01 | 46.164351948624800 |
| 2018-12-01 | 46.047336255178200 |
| 2019-01-01 | 45.995986048655794 |
| 2019-02-01 | 45.843531112453500 |
| 2019-03-01 | 45.804055491621290 |
| 2019-04-01 | 46.472194241797600 |
| 2019-05-01 | 46.560450090332004 |
| 2019-06-01 | 46.847845701653995 |
| 2019-07-01 | 46.895115440794110 |
| 2019-08-01 | 47.082299158417800 |
| 2019-09-01 | 47.386925315082905 |
| 2019-10-01 | 47.859554448906500 |
| 2019-11-01 | 47.700622657758890 |
| 2019-12-01 | 47.746926762522705 |
| 2020-01-01 | 47.712102678833600 |
| 2020-02-01 | 48.068331584363000 |
| 2020-03-01 | 47.743814410218300 |
| 2020-04-01 | 40.624857435884400 |
| 2020-05-01 | 40.890367035161400 |
| 2020-06-01 | 40.955727393358394 |
| 2020-07-01 | 41.506827470217600 |
| 2020-08-01 | 41.870008617178000 |
| 2020-09-01 | 42.231334189613000 |
| 2020-10-01 | 43.317433617809000 |
| 2020-11-01 | 43.606045955386900 |
| 2020-12-01 | 41.975658462549300 |
| 2021-01-01 | 43.329916932439396 |
| 2021-02-01 | 43.900750116388000 |
| 2021-03-01 | 44.185809536522000 |
| 2021-04-01 | 44.279239539677110 |
| 2021-05-01 | 44.308209333932890 |
| 2021-06-01 | 43.765370069097700 |
| 2021-07-01 | 44.817814041864004 |
| 2021-08-01 | 44.781809404544500 |
| 2021-09-01 | 44.362319142899710 |
| 2021-10-01 | 45.350216046145704 |
| 2021-11-01 | 45.610753121763200 |
| 2021-12-01 | 45.606818712045710 |
| 2022-01-01 | 46.080658270533800 |
| 2022-02-01 | 45.876955248625094 |
| 2022-03-01 | 46.203234936100700 |
| 2022-04-01 | 46.078421887117700 |
| 2022-05-01 | 46.121920286899396 |
| 2022-06-01 | 45.176131680616890 |
| 2022-07-01 | 46.051305008416700 |
| 2022-08-01 | 45.939288978829700 |
| 2022-09-01 | 45.667805462625890 |
| 2022-10-01 | 45.790705690715600 |
| 2022-11-01 | 46.257122624705890 |
| 2022-12-01 | 46.282580631923500 |
| 2023-01-01 | 46.609250696655295 |
| 2023-02-01 | 47.202392917566800 |
| 2023-03-01 | 47.236849139799900 |
| 2023-04-01 | 47.074094918089200 |
| 2023-05-01 | 47.136932126007004 |
| 2023-06-01 | 46.679811762016790 |
| 2023-07-01 | 46.758965608423610 |
| 2023-08-01 | 46.721773412290105 |
| 2023-09-01 | 46.691492941609404 |
| 2023-10-01 | 46.640257039761200 |
| 2023-11-01 | 46.216845662930100 |
| 2023-12-01 | 46.440205412368000 |
| 2024-01-01 | 46.249495517508000 |
| 2024-02-01 | 46.015855457419796 |
| 2024-03-01 | 46.127711946474800 |
| 2024-04-01 | 46.863132718794600 |
| 2024-05-01 | 47.346660219499796 |
| 2024-06-01 | 49.313825372526000 |
| 2024-07-01 | 48.619497454848390 |
| 2024-08-01 | 49.560681718457900 |
| 2024-09-01 | 45.508451174618905 |
| 2024-10-01 | 45.374065917466300 |
| 2024-11-01 | 45.414144057177900 |
