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 2024-10-01 |
| Last Updated | 2024-11-20 5:24 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 | 16.351564518536100 |
| 1990-02-01 | 16.561903182986300 |
| 1990-03-01 | 17.435918433477500 |
| 1990-04-01 | 16.263999136186598 |
| 1990-05-01 | 16.273525102814300 |
| 1990-06-01 | 16.940265904935800 |
| 1990-07-01 | 16.178197845542200 |
| 1990-08-01 | 16.383784294525100 |
| 1990-09-01 | 17.005981373996597 |
| 1990-10-01 | 16.688205292481598 |
| 1990-11-01 | 16.763481221897198 |
| 1990-12-01 | 17.612011004975700 |
| 1991-01-01 | 16.569969692895600 |
| 1991-02-01 | 16.485418303159800 |
| 1991-03-01 | 16.560511971247198 |
| 1991-04-01 | 16.052280478803000 |
| 1991-05-01 | 16.249066280769400 |
| 1991-06-01 | 16.211293465520700 |
| 1991-07-01 | 15.145432598789300 |
| 1991-08-01 | 15.362325753934100 |
| 1991-09-01 | 15.304557257259500 |
| 1991-10-01 | 15.221236632934898 |
| 1991-11-01 | 15.210337793195400 |
| 1991-12-01 | 15.233493166930100 |
| 1992-01-01 | 15.379183764713199 |
| 1992-02-01 | 15.323485634521802 |
| 1992-03-01 | 15.288309177592302 |
| 1992-04-01 | 15.329010195479100 |
| 1992-05-01 | 15.308109851196000 |
| 1992-06-01 | 15.262175743558800 |
| 1992-07-01 | 15.324762774379401 |
| 1992-08-01 | 15.148491377258100 |
| 1992-09-01 | 15.203922783549700 |
| 1992-10-01 | 15.359814636265700 |
| 1992-11-01 | 15.345182590184901 |
| 1992-12-01 | 15.443650492939101 |
| 1993-01-01 | 15.504250967660901 |
| 1993-02-01 | 15.348318658061200 |
| 1993-03-01 | 15.013504518079900 |
| 1993-04-01 | 15.391999050643301 |
| 1993-05-01 | 15.353300072073400 |
| 1993-06-01 | 15.404278316923302 |
| 1993-07-01 | 15.407739871730401 |
| 1993-08-01 | 15.565252895224800 |
| 1993-09-01 | 15.417412701989500 |
| 1993-10-01 | 15.797926898572600 |
| 1993-11-01 | 15.469140761823300 |
| 1993-12-01 | 15.342979444621198 |
| 1994-01-01 | 15.320842257297300 |
| 1994-02-01 | 15.471830326394201 |
| 1994-03-01 | 15.331621826782000 |
| 1994-04-01 | 15.860087102217900 |
| 1994-05-01 | 16.105806693952300 |
| 1994-06-01 | 16.144749878898100 |
| 1994-07-01 | 16.320376191783400 |
| 1994-08-01 | 16.171305279056803 |
| 1994-09-01 | 16.327708483625500 |
| 1994-10-01 | 16.047322680324303 |
| 1994-11-01 | 16.266670830907902 |
| 1994-12-01 | 16.429188182071098 |
| 1995-01-01 | 15.849798724844199 |
| 1995-02-01 | 16.085564498692600 |
| 1995-03-01 | 16.044421902373500 |
| 1995-04-01 | 15.936825408863498 |
| 1995-05-01 | 15.869289124600700 |
| 1995-06-01 | 15.904595359964700 |
| 1995-07-01 | 15.931809742379901 |
| 1995-08-01 | 15.878137741209901 |
| 1995-09-01 | 15.939683821819301 |
| 1995-10-01 | 15.781079352910500 |
| 1995-11-01 | 15.761494681784999 |
| 1995-12-01 | 16.125014140949900 |
| 1996-01-01 | 16.252968486650400 |
| 1996-02-01 | 16.280861702264400 |
| 1996-03-01 | 16.333179870559498 |
| 1996-04-01 | 16.530805050169597 |
| 1996-05-01 | 16.559405512081803 |
| 1996-06-01 | 16.594203208413100 |
| 1996-07-01 | 16.355462246477100 |
| 1996-08-01 | 16.495353710026200 |
| 1996-09-01 | 16.448192387745600 |
| 1996-10-01 | 16.702989079962400 |
| 1996-11-01 | 16.739491761075097 |
| 1996-12-01 | 16.828920344053200 |
| 1997-01-01 | 16.319128674846400 |
| 1997-02-01 | 16.161113540533200 |
| 1997-03-01 | 16.114283642405600 |
| 1997-04-01 | 16.036049301436100 |
| 1997-05-01 | 16.073772321174300 |
| 1997-06-01 | 16.119063103572500 |
| 1997-07-01 | 15.757655902664402 |
| 1997-08-01 | 16.106617876697400 |
| 1997-09-01 | 16.067157049728200 |
| 1997-10-01 | 15.798109776438801 |
| 1997-11-01 | 15.842249026073501 |
| 1997-12-01 | 15.860317772837000 |
| 1998-01-01 | 15.553185130885500 |
| 1998-02-01 | 15.532892304679300 |
| 1998-03-01 | 15.591413676836500 |
| 1998-04-01 | 15.744369389090600 |
| 1998-05-01 | 15.807258761138801 |
| 1998-06-01 | 15.863431784595498 |
| 1998-07-01 | 15.842518709965400 |
| 1998-08-01 | 16.416265095897000 |
| 1998-09-01 | 16.189425154668600 |
| 1998-10-01 | 16.285524020345700 |
| 1998-11-01 | 16.443190528221600 |
| 1998-12-01 | 16.389971765200900 |
| 1999-01-01 | 16.715255752938600 |
| 1999-02-01 | 16.800306830401798 |
| 1999-03-01 | 16.863283369727200 |
| 1999-04-01 | 16.723683802906000 |
| 1999-05-01 | 16.819329065777500 |
| 1999-06-01 | 16.807178176376000 |
| 1999-07-01 | 17.037437047756300 |
| 1999-08-01 | 16.822003855024000 |
| 1999-09-01 | 16.617054669547200 |
| 1999-10-01 | 17.269452751654800 |
| 1999-11-01 | 17.258772075908300 |
| 1999-12-01 | 17.426205273943800 |
| 2000-01-01 | 17.674815195752700 |
| 2000-02-01 | 17.859280397799700 |
| 2000-03-01 | 17.938013534110500 |
| 2000-04-01 | 17.898821524608604 |
| 2000-05-01 | 17.931610293556500 |
| 2000-06-01 | 18.053091715639102 |
| 2000-07-01 | 18.222311561577100 |
| 2000-08-01 | 18.348135705624102 |
| 2000-09-01 | 18.553918584923398 |
| 2000-10-01 | 18.548264157796897 |
| 2000-11-01 | 18.779152531631897 |
| 2000-12-01 | 18.733808129652000 |
| 2001-01-01 | 19.055789908807500 |
| 2001-02-01 | 19.128700379885900 |
| 2001-03-01 | 19.228252614410300 |
| 2001-04-01 | 19.464391064167300 |
| 2001-05-01 | 19.430534079439198 |
| 2001-06-01 | 19.589332760330397 |
| 2001-07-01 | 19.839825705126700 |
| 2001-08-01 | 19.872170558649200 |
| 2001-09-01 | 19.774332870766603 |
| 2001-10-01 | 20.021369884005800 |
| 2001-11-01 | 19.971594924875700 |
| 2001-12-01 | 20.213326607571300 |
| 2002-01-01 | 20.063963214320300 |
| 2002-02-01 | 20.425192387893800 |
| 2002-03-01 | 20.640019207514400 |
| 2002-04-01 | 21.129972168296700 |
| 2002-05-01 | 21.221881562951502 |
| 2002-06-01 | 21.315089013716600 |
| 2002-07-01 | 21.372491589600397 |
| 2002-08-01 | 21.602641636200104 |
| 2002-09-01 | 21.580250013515897 |
| 2002-10-01 | 21.487089266816500 |
| 2002-11-01 | 21.644917538466700 |
| 2002-12-01 | 21.952225915048498 |
| 2003-01-01 | 22.114163557130900 |
| 2003-02-01 | 22.142463856011500 |
| 2003-03-01 | 22.161627685136800 |
| 2003-04-01 | 22.209484911839105 |
| 2003-05-01 | 22.194738727328000 |
| 2003-06-01 | 22.223589651095700 |
| 2003-07-01 | 22.226270150747300 |
| 2003-08-01 | 22.323838056786900 |
| 2003-09-01 | 22.347870834839803 |
| 2003-10-01 | 22.469346932936602 |
| 2003-11-01 | 22.520612431718000 |
| 2003-12-01 | 22.486409146306500 |
| 2004-01-01 | 22.451712894348102 |
| 2004-02-01 | 22.573911774235000 |
| 2004-03-01 | 22.577989304886604 |
| 2004-04-01 | 22.509321711160304 |
| 2004-05-01 | 22.666289090415200 |
| 2004-06-01 | 22.812708142762500 |
| 2004-07-01 | 23.092299133575600 |
| 2004-08-01 | 23.073081149972200 |
| 2004-09-01 | 23.219574524992105 |
| 2004-10-01 | 23.246762447966700 |
| 2004-11-01 | 23.407872798500100 |
| 2004-12-01 | 23.315976546435800 |
| 2005-01-01 | 23.184541675412802 |
| 2005-02-01 | 23.189701969575200 |
| 2005-03-01 | 23.171245517977100 |
| 2005-04-01 | 23.322608479370700 |
| 2005-05-01 | 23.243792059536200 |
| 2005-06-01 | 23.187577089706696 |
| 2005-07-01 | 23.134320866726398 |
| 2005-08-01 | 23.007692791759000 |
| 2005-09-01 | 23.387794310183500 |
| 2005-10-01 | 23.255451671270700 |
| 2005-11-01 | 23.422177241621398 |
| 2005-12-01 | 23.160441547761604 |
| 2006-01-01 | 23.196355900321198 |
| 2006-02-01 | 23.310305537121895 |
| 2006-03-01 | 23.358529268353000 |
| 2006-04-01 | 23.433164185848398 |
| 2006-05-01 | 23.519654207093502 |
| 2006-06-01 | 23.448951424369604 |
| 2006-07-01 | 23.578910760235896 |
| 2006-08-01 | 23.636538085140400 |
| 2006-09-01 | 23.881027172098797 |
| 2006-10-01 | 23.768608994436900 |
| 2006-11-01 | 23.852758683312000 |
| 2006-12-01 | 24.021847950363398 |
| 2007-01-01 | 24.101915712196200 |
| 2007-02-01 | 24.034115076066605 |
| 2007-03-01 | 24.140613511106200 |
| 2007-04-01 | 24.125311395360697 |
| 2007-05-01 | 24.170599220225500 |
| 2007-06-01 | 24.404899665396800 |
| 2007-07-01 | 24.117880970087000 |
| 2007-08-01 | 24.145432123623298 |
| 2007-09-01 | 24.185332592098200 |
| 2007-10-01 | 24.410745548752104 |
| 2007-11-01 | 24.373129879460897 |
| 2007-12-01 | 24.715435011931400 |
| 2008-01-01 | 24.489376378212600 |
| 2008-02-01 | 24.570382735143800 |
| 2008-03-01 | 24.634899175111900 |
| 2008-04-01 | 24.201918626259900 |
| 2008-05-01 | 24.213864353186600 |
| 2008-06-01 | 24.351167314173196 |
| 2008-07-01 | 24.448563524899500 |
| 2008-08-01 | 24.348077289934803 |
| 2008-09-01 | 24.311341323417896 |
| 2008-10-01 | 24.352147450024400 |
| 2008-11-01 | 24.264900901029200 |
| 2008-12-01 | 24.563143726542602 |
| 2009-01-01 | 24.364709127758797 |
| 2009-02-01 | 24.503923955050300 |
| 2009-03-01 | 24.655180006264402 |
| 2009-04-01 | 24.162269836482700 |
| 2009-05-01 | 24.550745487652100 |
| 2009-06-01 | 24.514258443002300 |
| 2009-07-01 | 24.548522531933397 |
| 2009-08-01 | 24.760799226405002 |
| 2009-09-01 | 24.649780265130502 |
| 2009-10-01 | 24.493834646310200 |
| 2009-11-01 | 24.309624620996400 |
| 2009-12-01 | 24.423357535634400 |
| 2010-01-01 | 24.556352471407102 |
| 2010-02-01 | 24.441919678690900 |
| 2010-03-01 | 24.596774481668600 |
| 2010-04-01 | 24.698927180672100 |
| 2010-05-01 | 24.893741427552400 |
| 2010-06-01 | 24.683361193037800 |
| 2010-07-01 | 24.537905533079500 |
| 2010-08-01 | 24.661161913442697 |
| 2010-09-01 | 24.691507708736100 |
| 2010-10-01 | 24.617042736002800 |
| 2010-11-01 | 24.830936920813100 |
| 2010-12-01 | 24.696155867687500 |
| 2011-01-01 | 24.752776663834100 |
| 2011-02-01 | 24.769840021979900 |
| 2011-03-01 | 24.833540889034300 |
| 2011-04-01 | 25.247084975395698 |
| 2011-05-01 | 25.050642647165000 |
| 2011-06-01 | 25.164357124346800 |
| 2011-07-01 | 25.239540297822000 |
| 2011-08-01 | 25.172679157637802 |
| 2011-09-01 | 25.437292633145500 |
| 2011-10-01 | 25.632836780099800 |
| 2011-11-01 | 25.841097280593600 |
| 2011-12-01 | 25.841317604441000 |
| 2012-01-01 | 26.273506776275703 |
| 2012-02-01 | 26.281663032548000 |
| 2012-03-01 | 26.251692436357303 |
| 2012-04-01 | 26.619356657725600 |
| 2012-05-01 | 26.610203222785500 |
| 2012-06-01 | 26.436133202264000 |
| 2012-07-01 | 26.541978667001600 |
| 2012-08-01 | 26.508632333100000 |
| 2012-09-01 | 26.490405388562700 |
| 2012-10-01 | 26.527389896728803 |
| 2012-11-01 | 26.688169083052802 |
| 2012-12-01 | 26.547746707595900 |
| 2013-01-01 | 26.486547547065000 |
| 2013-02-01 | 26.459357868288700 |
| 2013-03-01 | 26.461734077078300 |
| 2013-04-01 | 26.650376091121398 |
| 2013-05-01 | 26.521012423971600 |
| 2013-06-01 | 26.731256596211400 |
| 2013-07-01 | 27.029744742345600 |
| 2013-08-01 | 27.125781472005300 |
| 2013-09-01 | 26.615478083265100 |
| 2013-10-01 | 26.205112885186700 |
| 2013-11-01 | 26.595269334271602 |
| 2013-12-01 | 26.401998741250000 |
| 2014-01-01 | 26.411292467603400 |
| 2014-02-01 | 26.423894714404900 |
| 2014-03-01 | 26.560050247029600 |
| 2014-04-01 | 26.311252111111700 |
| 2014-05-01 | 26.445267020109302 |
| 2014-06-01 | 26.844132551250200 |
| 2014-07-01 | 26.499656408814303 |
| 2014-08-01 | 26.714450729948002 |
| 2014-09-01 | 26.611886716756500 |
| 2014-10-01 | 26.668739541407600 |
| 2014-11-01 | 26.344091498043500 |
| 2014-12-01 | 26.743534613217200 |
| 2015-01-01 | 26.828873723052503 |
| 2015-02-01 | 26.979486250678600 |
| 2015-03-01 | 27.047576513988700 |
| 2015-04-01 | 26.972446896948000 |
| 2015-05-01 | 27.064817553054105 |
| 2015-06-01 | 27.464907699859500 |
| 2015-07-01 | 27.211283905827603 |
| 2015-08-01 | 27.112788842635602 |
| 2015-09-01 | 27.100020901266700 |
| 2015-10-01 | 27.118478044589200 |
| 2015-11-01 | 27.177805977803600 |
| 2015-12-01 | 27.382160138042398 |
| 2016-01-01 | 27.248986747946200 |
| 2016-02-01 | 27.235573972175498 |
| 2016-03-01 | 27.131047513403500 |
| 2016-04-01 | 27.345004806554197 |
| 2016-05-01 | 27.305347862231002 |
| 2016-06-01 | 27.294594159227100 |
| 2016-07-01 | 27.193834101799997 |
| 2016-08-01 | 27.199214381856198 |
| 2016-09-01 | 27.475984119866000 |
| 2016-10-01 | 27.474107728753900 |
| 2016-11-01 | 27.420712752683100 |
| 2016-12-01 | 27.649065333059000 |
| 2017-01-01 | 27.646809902454400 |
| 2017-02-01 | 27.691288321595998 |
| 2017-03-01 | 27.818604455774400 |
| 2017-04-01 | 28.297719757275500 |
| 2017-05-01 | 28.253238915005397 |
| 2017-06-01 | 28.033905837063800 |
| 2017-07-01 | 28.203809614849500 |
| 2017-08-01 | 28.176905992811303 |
| 2017-09-01 | 28.350135199913200 |
| 2017-10-01 | 28.422753392086396 |
| 2017-11-01 | 28.445084735512700 |
| 2017-12-01 | 28.435824134484000 |
| 2018-01-01 | 28.547463893597197 |
| 2018-02-01 | 28.661077002321000 |
| 2018-03-01 | 28.600480508519700 |
| 2018-04-01 | 28.543660982596100 |
| 2018-05-01 | 28.614935477843400 |
| 2018-06-01 | 28.887981916545000 |
| 2018-07-01 | 28.881221558708500 |
| 2018-08-01 | 29.032495911116900 |
| 2018-09-01 | 29.023741936509900 |
| 2018-10-01 | 29.388252023655100 |
| 2018-11-01 | 29.460806440305700 |
| 2018-12-01 | 29.545697675890400 |
| 2019-01-01 | 29.441108296228700 |
| 2019-02-01 | 29.642309250749000 |
| 2019-03-01 | 30.079633058574300 |
| 2019-04-01 | 29.773314440454502 |
| 2019-05-01 | 29.868930675428900 |
| 2019-06-01 | 30.025342227586500 |
| 2019-07-01 | 30.063676625924803 |
| 2019-08-01 | 30.078741531211500 |
| 2019-09-01 | 30.126290105441498 |
| 2019-10-01 | 29.865305279855300 |
| 2019-11-01 | 29.969982037728500 |
| 2019-12-01 | 29.961506283140697 |
| 2020-01-01 | 30.640476231312900 |
| 2020-02-01 | 30.738660044061000 |
| 2020-03-01 | 30.475910692031103 |
| 2020-04-01 | 25.312958562862200 |
| 2020-05-01 | 24.947505318674697 |
| 2020-06-01 | 26.049892651112000 |
| 2020-07-01 | 26.858910564207200 |
| 2020-08-01 | 27.383332097828802 |
| 2020-09-01 | 27.806393029920300 |
| 2020-10-01 | 27.785721925959802 |
| 2020-11-01 | 27.794492517621304 |
| 2020-12-01 | 27.983650272040800 |
| 2021-01-01 | 28.213543692719200 |
| 2021-02-01 | 28.372395298792800 |
| 2021-03-01 | 28.710980000222698 |
| 2021-04-01 | 28.509252137496800 |
| 2021-05-01 | 28.656464149990200 |
| 2021-06-01 | 28.560441806555100 |
| 2021-07-01 | 28.934693544984604 |
| 2021-08-01 | 28.855479796996400 |
| 2021-09-01 | 29.020051309607300 |
| 2021-10-01 | 29.079975985128698 |
| 2021-11-01 | 29.169882072693200 |
| 2021-12-01 | 29.369409932700700 |
| 2022-01-01 | 29.427425133031303 |
| 2022-02-01 | 29.503992026437000 |
| 2022-03-01 | 29.649471938404304 |
| 2022-04-01 | 29.910943359156400 |
| 2022-05-01 | 29.959031764442000 |
| 2022-06-01 | 30.065923070462700 |
| 2022-07-01 | 29.889176210190200 |
| 2022-08-01 | 29.838071759477700 |
| 2022-09-01 | 29.818320205103802 |
| 2022-10-01 | 30.079179872739700 |
| 2022-11-01 | 30.337096815231500 |
| 2022-12-01 | 30.552964951370000 |
| 2023-01-01 | 30.854202500380300 |
| 2023-02-01 | 31.042180486438898 |
| 2023-03-01 | 31.096426016097700 |
| 2023-04-01 | 31.313556444749900 |
| 2023-05-01 | 31.456696721814300 |
| 2023-06-01 | 31.638837203356104 |
| 2023-07-01 | 31.970347752008900 |
| 2023-08-01 | 32.139501148186895 |
| 2023-09-01 | 32.342588727839400 |
| 2023-10-01 | 32.465924720182400 |
| 2023-11-01 | 32.486895571081400 |
| 2023-12-01 | 32.428866930919106 |
| 2024-01-01 | 32.285994084897396 |
| 2024-02-01 | 32.271846958192300 |
| 2024-03-01 | 32.333670543899900 |
| 2024-04-01 | 32.321798219311200 |
| 2024-05-01 | 32.458275943262400 |
| 2024-06-01 | 32.615092920071800 |
| 2024-07-01 | 32.752866697931400 |
| 2024-08-01 | 32.831212627293600 |
| 2024-09-01 | 32.631228899479900 |
| 2024-10-01 | 32.569899434250600 |
