Table Data - All Employees: Education and Health Services: Private Education and Health Services in Ann Arbor, MI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Ann Arbor, MI (MSA) |
|---|---|
| Series ID | ANNA426EDUH |
| 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 2024-12-01 |
| Last Updated | 2025-01-29 5:47 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 | 16.351552360204803 |
| 1990-02-01 | 16.561886945215700 |
| 1990-03-01 | 17.436031493241600 |
| 1990-04-01 | 16.263993236930002 |
| 1990-05-01 | 16.273507472829400 |
| 1990-06-01 | 16.940157685486902 |
| 1990-07-01 | 16.178201739369900 |
| 1990-08-01 | 16.383842267265900 |
| 1990-09-01 | 17.006001087754200 |
| 1990-10-01 | 16.688240309479300 |
| 1990-11-01 | 16.763503036654697 |
| 1990-12-01 | 17.611915734882300 |
| 1991-01-01 | 16.569957542489100 |
| 1991-02-01 | 16.485404038416900 |
| 1991-03-01 | 16.560611677354697 |
| 1991-04-01 | 16.052276962900200 |
| 1991-05-01 | 16.249052594584800 |
| 1991-06-01 | 16.211203751553000 |
| 1991-07-01 | 15.145435862008500 |
| 1991-08-01 | 15.362371843521400 |
| 1991-09-01 | 15.304569582108300 |
| 1991-10-01 | 15.221267958719200 |
| 1991-11-01 | 15.210347049818802 |
| 1991-12-01 | 15.233407953200800 |
| 1992-01-01 | 15.379187004480300 |
| 1992-02-01 | 15.323483347131200 |
| 1992-03-01 | 15.288384274587400 |
| 1992-04-01 | 15.329009692354100 |
| 1992-05-01 | 15.308097620213400 |
| 1992-06-01 | 15.262116641208000 |
| 1992-07-01 | 15.324770761494100 |
| 1992-08-01 | 15.148519887368300 |
| 1992-09-01 | 15.203926909842998 |
| 1992-10-01 | 15.359838289633600 |
| 1992-11-01 | 15.345169803403302 |
| 1992-12-01 | 15.443579850001200 |
| 1993-01-01 | 15.504267510849500 |
| 1993-02-01 | 15.348328235325400 |
| 1993-03-01 | 15.013556904600800 |
| 1993-04-01 | 15.392003446053400 |
| 1993-05-01 | 15.353294153129400 |
| 1993-06-01 | 15.404247773311699 |
| 1993-07-01 | 15.407745946583600 |
| 1993-08-01 | 15.565263959243200 |
| 1993-09-01 | 15.417408086140098 |
| 1993-10-01 | 15.797943933024099 |
| 1993-11-01 | 15.469108259790700 |
| 1993-12-01 | 15.342917712234100 |
| 1994-01-01 | 15.320873123762901 |
| 1994-02-01 | 15.471852127887699 |
| 1994-03-01 | 15.331659003166301 |
| 1994-04-01 | 15.860096068934000 |
| 1994-05-01 | 16.105805681928597 |
| 1994-06-01 | 16.144741261284100 |
| 1994-07-01 | 16.320379602927100 |
| 1994-08-01 | 16.171301941344700 |
| 1994-09-01 | 16.327697478433600 |
| 1994-10-01 | 16.047331165917498 |
| 1994-11-01 | 16.266625110445300 |
| 1994-12-01 | 16.429138772033600 |
| 1995-01-01 | 15.849831868723900 |
| 1995-02-01 | 16.085590936376500 |
| 1995-03-01 | 16.044450989736700 |
| 1995-04-01 | 15.936838395373100 |
| 1995-05-01 | 15.869296298090802 |
| 1995-06-01 | 15.904597171510199 |
| 1995-07-01 | 15.931803966906399 |
| 1995-08-01 | 15.878129950566000 |
| 1995-09-01 | 15.939671121290300 |
| 1995-10-01 | 15.781086463042200 |
| 1995-11-01 | 15.761452226140802 |
| 1995-12-01 | 16.124963594161300 |
| 1996-01-01 | 16.253005265590197 |
| 1996-02-01 | 16.280890185471698 |
| 1996-03-01 | 16.333205651638700 |
| 1996-04-01 | 16.530818712931000 |
| 1996-05-01 | 16.559412962605900 |
| 1996-06-01 | 16.594204520287600 |
| 1996-07-01 | 16.355453754112800 |
| 1996-08-01 | 16.495346765582700 |
| 1996-09-01 | 16.448182337400200 |
| 1996-10-01 | 16.702993174222500 |
| 1996-11-01 | 16.739456425512200 |
| 1996-12-01 | 16.828881672424700 |
| 1997-01-01 | 16.319155874362900 |
| 1997-02-01 | 16.161135455668198 |
| 1997-03-01 | 16.114300930658800 |
| 1997-04-01 | 16.036060655922900 |
| 1997-05-01 | 16.073778648839500 |
| 1997-06-01 | 16.119064282257900 |
| 1997-07-01 | 15.757647091336802 |
| 1997-08-01 | 16.106613505255000 |
| 1997-09-01 | 16.067151340485800 |
| 1997-10-01 | 15.798111033648300 |
| 1997-11-01 | 15.842230224451600 |
| 1997-12-01 | 15.860293543251199 |
| 1998-01-01 | 15.553200175202600 |
| 1998-02-01 | 15.532905247327500 |
| 1998-03-01 | 15.591423954049900 |
| 1998-04-01 | 15.744376932336500 |
| 1998-05-01 | 15.807263086274700 |
| 1998-06-01 | 15.863432496385300 |
| 1998-07-01 | 15.842510442775900 |
| 1998-08-01 | 16.416262879158500 |
| 1998-09-01 | 16.189422905816098 |
| 1998-10-01 | 16.285522940474902 |
| 1998-11-01 | 16.443184685212100 |
| 1998-12-01 | 16.389962940750000 |
| 1999-01-01 | 16.715259124971197 |
| 1999-02-01 | 16.800311488572500 |
| 1999-03-01 | 16.863288467442200 |
| 1999-04-01 | 16.723688308394898 |
| 1999-05-01 | 16.819332126437100 |
| 1999-06-01 | 16.807179429294000 |
| 1999-07-01 | 17.037430397515400 |
| 1999-08-01 | 16.822003187079698 |
| 1999-09-01 | 16.617053781584197 |
| 1999-10-01 | 17.269452660810998 |
| 1999-11-01 | 17.258772024091800 |
| 1999-12-01 | 17.426200027177200 |
| 2000-01-01 | 17.674816426182197 |
| 2000-02-01 | 17.859282153325400 |
| 2000-03-01 | 17.938015583046700 |
| 2000-04-01 | 17.898823440017600 |
| 2000-05-01 | 17.931611743125700 |
| 2000-06-01 | 18.053092512908602 |
| 2000-07-01 | 18.222307021123200 |
| 2000-08-01 | 18.348135691478300 |
| 2000-09-01 | 18.553918331608300 |
| 2000-10-01 | 18.548264695679300 |
| 2000-11-01 | 18.779152586268000 |
| 2000-12-01 | 18.733807721216603 |
| 2001-01-01 | 19.055790017898600 |
| 2001-02-01 | 19.128700606508200 |
| 2001-03-01 | 19.228253045576600 |
| 2001-04-01 | 19.464391586049700 |
| 2001-05-01 | 19.430534473945500 |
| 2001-06-01 | 19.589333068661400 |
| 2001-07-01 | 19.839823492087604 |
| 2001-08-01 | 19.872170608284897 |
| 2001-09-01 | 19.774332767943000 |
| 2001-10-01 | 20.021370597645800 |
| 2001-11-01 | 19.971595271078200 |
| 2001-12-01 | 20.213326343691897 |
| 2002-01-01 | 20.063963375065800 |
| 2002-02-01 | 20.425192482729898 |
| 2002-03-01 | 20.640019307599000 |
| 2002-04-01 | 21.129972232092500 |
| 2002-05-01 | 21.221881491319500 |
| 2002-06-01 | 21.315088927803800 |
| 2002-07-01 | 21.372491106129000 |
| 2002-08-01 | 21.602641525752700 |
| 2002-09-01 | 21.580249806413804 |
| 2002-10-01 | 21.487089773057300 |
| 2002-11-01 | 21.644917845830400 |
| 2002-12-01 | 21.952225715147200 |
| 2003-01-01 | 22.114163664670000 |
| 2003-02-01 | 22.142463893300000 |
| 2003-03-01 | 22.161627683886000 |
| 2003-04-01 | 22.209484873735400 |
| 2003-05-01 | 22.194738599106103 |
| 2003-06-01 | 22.223589580538100 |
| 2003-07-01 | 22.226270077421700 |
| 2003-08-01 | 22.323838002169200 |
| 2003-09-01 | 22.347870737220997 |
| 2003-10-01 | 22.469347239538003 |
| 2003-11-01 | 22.520612645378800 |
| 2003-12-01 | 22.486408989912000 |
| 2004-01-01 | 22.451712901658100 |
| 2004-02-01 | 22.573911758245900 |
| 2004-03-01 | 22.577989280902000 |
| 2004-04-01 | 22.509321684160200 |
| 2004-05-01 | 22.666289024525600 |
| 2004-06-01 | 22.812708125871502 |
| 2004-07-01 | 23.092299117357502 |
| 2004-08-01 | 23.073081135097400 |
| 2004-09-01 | 23.219574470425200 |
| 2004-10-01 | 23.246762636294500 |
| 2004-11-01 | 23.407872908719100 |
| 2004-12-01 | 23.315976508901200 |
| 2005-01-01 | 23.184541641794200 |
| 2005-02-01 | 23.189701937108600 |
| 2005-03-01 | 23.171245448528598 |
| 2005-04-01 | 23.322608491417398 |
| 2005-05-01 | 23.243792028856300 |
| 2005-06-01 | 23.187577081998896 |
| 2005-07-01 | 23.134320864547000 |
| 2005-08-01 | 23.007692787957200 |
| 2005-09-01 | 23.387794306134700 |
| 2005-10-01 | 23.255451772595100 |
| 2005-11-01 | 23.422177308596800 |
| 2005-12-01 | 23.160441502865500 |
| 2006-01-01 | 23.196355887151498 |
| 2006-02-01 | 23.310305530200896 |
| 2006-03-01 | 23.358529110128700 |
| 2006-04-01 | 23.433164270977200 |
| 2006-05-01 | 23.519654227998900 |
| 2006-06-01 | 23.448951436787000 |
| 2006-07-01 | 23.578910782753600 |
| 2006-08-01 | 23.636538034771300 |
| 2006-09-01 | 23.881027193740300 |
| 2006-10-01 | 23.768609014492696 |
| 2006-11-01 | 23.852758742511803 |
| 2006-12-01 | 24.021847884626700 |
| 2007-01-01 | 24.101915711412000 |
| 2007-02-01 | 24.034115086509900 |
| 2007-03-01 | 24.140613250137600 |
| 2007-04-01 | 24.125311550170200 |
| 2007-05-01 | 24.170599394197602 |
| 2007-06-01 | 24.404899686494000 |
| 2007-07-01 | 24.117880994178500 |
| 2007-08-01 | 24.145431990404600 |
| 2007-09-01 | 24.185332597558500 |
| 2007-10-01 | 24.410745536999897 |
| 2007-11-01 | 24.373129938413100 |
| 2007-12-01 | 24.715434883282200 |
| 2008-01-01 | 24.489376355339697 |
| 2008-02-01 | 24.570382734661397 |
| 2008-03-01 | 24.634898822971000 |
| 2008-04-01 | 24.201919108907102 |
| 2008-05-01 | 24.213864629573898 |
| 2008-06-01 | 24.351167284958500 |
| 2008-07-01 | 24.448563490579602 |
| 2008-08-01 | 24.348077021446800 |
| 2008-09-01 | 24.311341270049000 |
| 2008-10-01 | 24.352147384882100 |
| 2008-11-01 | 24.264900958791200 |
| 2008-12-01 | 24.563143570634400 |
| 2009-01-01 | 24.364709099781500 |
| 2009-02-01 | 24.503923973198300 |
| 2009-03-01 | 24.655179680790400 |
| 2009-04-01 | 24.162270660354398 |
| 2009-05-01 | 24.550745874790300 |
| 2009-06-01 | 24.514258331063800 |
| 2009-07-01 | 24.548522366255700 |
| 2009-08-01 | 24.760798804926700 |
| 2009-09-01 | 24.649780077868500 |
| 2009-10-01 | 24.493834484938397 |
| 2009-11-01 | 24.309624628937300 |
| 2009-12-01 | 24.423357353650900 |
| 2010-01-01 | 24.556352455824104 |
| 2010-02-01 | 24.441919776383600 |
| 2010-03-01 | 24.596774325603104 |
| 2010-04-01 | 24.698928519226800 |
| 2010-05-01 | 24.893742100311304 |
| 2010-06-01 | 24.683361429189300 |
| 2010-07-01 | 24.537904121671400 |
| 2010-08-01 | 24.661161006307804 |
| 2010-09-01 | 24.691507800008804 |
| 2010-10-01 | 24.617042381074100 |
| 2010-11-01 | 24.830937110599603 |
| 2010-12-01 | 24.696155840687500 |
| 2011-01-01 | 24.752776742040897 |
| 2011-02-01 | 24.769840217765104 |
| 2011-03-01 | 24.833540916154600 |
| 2011-04-01 | 25.247086316063400 |
| 2011-05-01 | 25.050643310897100 |
| 2011-06-01 | 25.164358959593000 |
| 2011-07-01 | 25.239537166415400 |
| 2011-08-01 | 25.172677464768100 |
| 2011-09-01 | 25.437292782440500 |
| 2011-10-01 | 25.632836053832303 |
| 2011-11-01 | 25.841097659783397 |
| 2011-12-01 | 25.841317944916202 |
| 2012-01-01 | 26.273507314799900 |
| 2012-02-01 | 26.281663663598600 |
| 2012-03-01 | 26.251692898334000 |
| 2012-04-01 | 26.619358194890104 |
| 2012-05-01 | 26.610203860822896 |
| 2012-06-01 | 26.436135083943100 |
| 2012-07-01 | 26.541973699609297 |
| 2012-08-01 | 26.508629849784498 |
| 2012-09-01 | 26.490405748256300 |
| 2012-10-01 | 26.527388921017103 |
| 2012-11-01 | 26.688169993711200 |
| 2012-12-01 | 26.547747975588198 |
| 2013-01-01 | 26.486549218221697 |
| 2013-02-01 | 26.459359465008003 |
| 2013-03-01 | 26.461734986987300 |
| 2013-04-01 | 26.650376663291300 |
| 2013-05-01 | 26.521011403462300 |
| 2013-06-01 | 26.731256471835398 |
| 2013-07-01 | 27.029738099619898 |
| 2013-08-01 | 27.125778500539603 |
| 2013-09-01 | 26.615479840915400 |
| 2013-10-01 | 26.205114182966900 |
| 2013-11-01 | 26.595273020746497 |
| 2013-12-01 | 26.402002463861500 |
| 2014-01-01 | 26.411294641788100 |
| 2014-02-01 | 26.423895243368600 |
| 2014-03-01 | 26.560049514630197 |
| 2014-04-01 | 26.311268086721100 |
| 2014-05-01 | 26.445235542169700 |
| 2014-06-01 | 26.844130395257398 |
| 2014-07-01 | 26.499649852985700 |
| 2014-08-01 | 26.714448133250798 |
| 2014-09-01 | 26.611892003912600 |
| 2014-10-01 | 26.668749356229000 |
| 2014-11-01 | 26.344107721534100 |
| 2014-12-01 | 26.743551634364100 |
| 2015-01-01 | 26.828884194563198 |
| 2015-02-01 | 26.979486196918202 |
| 2015-03-01 | 27.047563729959602 |
| 2015-04-01 | 26.972460084176802 |
| 2015-05-01 | 27.064732519602300 |
| 2015-06-01 | 27.464888013736896 |
| 2015-07-01 | 27.211271149558200 |
| 2015-08-01 | 27.112789515114102 |
| 2015-09-01 | 27.100046259740100 |
| 2015-10-01 | 27.118525686208300 |
| 2015-11-01 | 27.177867759941602 |
| 2015-12-01 | 27.382226132621700 |
| 2016-01-01 | 27.249040023063003 |
| 2016-02-01 | 27.235602329708100 |
| 2016-03-01 | 27.130827543418400 |
| 2016-04-01 | 27.345015979571200 |
| 2016-05-01 | 27.305200887106200 |
| 2016-06-01 | 27.294552503433900 |
| 2016-07-01 | 27.193825775672803 |
| 2016-08-01 | 27.199245170542200 |
| 2016-09-01 | 27.476063775758700 |
| 2016-10-01 | 27.474219454924000 |
| 2016-11-01 | 27.420831734610400 |
| 2016-12-01 | 27.649171874257497 |
| 2017-01-01 | 27.647000034070600 |
| 2017-02-01 | 27.691357814703302 |
| 2017-03-01 | 27.818165085414100 |
| 2017-04-01 | 28.297656837358500 |
| 2017-05-01 | 28.252862063615698 |
| 2017-06-01 | 28.033735196819500 |
| 2017-07-01 | 28.203759864543000 |
| 2017-08-01 | 28.176876244924200 |
| 2017-09-01 | 28.350900364033798 |
| 2017-10-01 | 28.422839948358604 |
| 2017-11-01 | 28.445202987550697 |
| 2017-12-01 | 28.435966701233202 |
| 2018-01-01 | 28.547853535374800 |
| 2018-02-01 | 28.661280200444303 |
| 2018-03-01 | 28.599263156701102 |
| 2018-04-01 | 28.543632084055900 |
| 2018-05-01 | 28.614398562434697 |
| 2018-06-01 | 28.887717140010400 |
| 2018-07-01 | 28.881163118971894 |
| 2018-08-01 | 29.032464060993300 |
| 2018-09-01 | 29.025302254210402 |
| 2018-10-01 | 29.388392644350300 |
| 2018-11-01 | 29.460986597362197 |
| 2018-12-01 | 29.545871872860400 |
| 2019-01-01 | 29.441581546907300 |
| 2019-02-01 | 29.642383831502800 |
| 2019-03-01 | 30.077444915096997 |
| 2019-04-01 | 29.773059614368500 |
| 2019-05-01 | 29.868200307163100 |
| 2019-06-01 | 30.025161391223502 |
| 2019-07-01 | 30.063953615240397 |
| 2019-08-01 | 30.079089817022200 |
| 2019-09-01 | 30.128992293711500 |
| 2019-10-01 | 29.865639983223200 |
| 2019-11-01 | 29.970180078068800 |
| 2019-12-01 | 29.961508573216200 |
| 2020-01-01 | 30.640557540464002 |
| 2020-02-01 | 30.738027299066800 |
| 2020-03-01 | 30.472182487384700 |
| 2020-04-01 | 25.312282065313603 |
| 2020-05-01 | 24.946955790536197 |
| 2020-06-01 | 26.050341237420398 |
| 2020-07-01 | 26.860197843732700 |
| 2020-08-01 | 27.384791429502396 |
| 2020-09-01 | 27.809730870884200 |
| 2020-10-01 | 27.786401367239105 |
| 2020-11-01 | 27.794600488314000 |
| 2020-12-01 | 27.983336920575105 |
| 2021-01-01 | 28.213047168402200 |
| 2021-02-01 | 28.370575046625500 |
| 2021-03-01 | 28.705903670248798 |
| 2021-04-01 | 28.506673397504603 |
| 2021-05-01 | 28.653878569880500 |
| 2021-06-01 | 28.558696194625000 |
| 2021-07-01 | 28.941033784140803 |
| 2021-08-01 | 28.869312028932200 |
| 2021-09-01 | 29.022139758927803 |
| 2021-10-01 | 29.074005820734300 |
| 2021-11-01 | 29.171900802028304 |
| 2021-12-01 | 29.367568226996998 |
| 2022-01-01 | 29.425821794378700 |
| 2022-02-01 | 29.500575286620002 |
| 2022-03-01 | 29.642424263978600 |
| 2022-04-01 | 29.905776973200602 |
| 2022-05-01 | 29.953983615038000 |
| 2022-06-01 | 30.061910571040897 |
| 2022-07-01 | 29.901312531975897 |
| 2022-08-01 | 29.866433107245197 |
| 2022-09-01 | 29.821315652224000 |
| 2022-10-01 | 30.069164176289600 |
| 2022-11-01 | 30.336732172820703 |
| 2022-12-01 | 30.547614296209197 |
| 2023-01-01 | 30.851432011699400 |
| 2023-02-01 | 31.036903098956500 |
| 2023-03-01 | 31.087733484425000 |
| 2023-04-01 | 31.305505251709300 |
| 2023-05-01 | 31.448574754878003 |
| 2023-06-01 | 31.631398489721700 |
| 2023-07-01 | 31.990085930273300 |
| 2023-08-01 | 32.188230018413000 |
| 2023-09-01 | 32.346679478572895 |
| 2023-10-01 | 32.449774428828200 |
| 2023-11-01 | 32.481792619942006 |
| 2023-12-01 | 32.419440163029300 |
| 2024-01-01 | 32.281957679854300 |
| 2024-02-01 | 32.265022436690600 |
| 2024-03-01 | 32.323883229548600 |
| 2024-04-01 | 32.311825113595700 |
| 2024-05-01 | 32.448747788366800 |
| 2024-06-01 | 32.606767826828296 |
| 2024-07-01 | 32.777020023868500 |
| 2024-08-01 | 32.890527724499300 |
| 2024-09-01 | 32.638964467903900 |
| 2024-10-01 | 32.654306788322200 |
| 2024-11-01 | 32.656624340876100 |
| 2024-12-01 | 32.712988277937200 |
