Table Data - All Employees: Education and Health Services: Private Education and Health Services in Detroit-Dearborn-Livonia, MI (MD)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Detroit-Dearborn-Livonia, MI (MD) |
|---|---|
| Series ID | SMU26198046500000001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 10:17 AM CDT |
| 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 | 101.100871899360 |
| 1990-02-01 | 101.290902903260 |
| 1990-03-01 | 101.346980847593 |
| 1990-04-01 | 101.258355279609 |
| 1990-05-01 | 101.625190563696 |
| 1990-06-01 | 102.198585074349 |
| 1990-07-01 | 102.248721616606 |
| 1990-08-01 | 102.454449256947 |
| 1990-09-01 | 102.751018260971 |
| 1990-10-01 | 102.618705492710 |
| 1990-11-01 | 102.795348626656 |
| 1990-12-01 | 103.207438364256 |
| 1991-01-01 | 101.642290307307 |
| 1991-02-01 | 102.157803997276 |
| 1991-03-01 | 102.720709016845 |
| 1991-04-01 | 102.792718137002 |
| 1991-05-01 | 102.726245476356 |
| 1991-06-01 | 103.332587296341 |
| 1991-07-01 | 102.777612953126 |
| 1991-08-01 | 102.711319300128 |
| 1991-09-01 | 103.727097631778 |
| 1991-10-01 | 104.916351284362 |
| 1991-11-01 | 105.405100106675 |
| 1991-12-01 | 105.828546635648 |
| 1992-01-01 | 106.409773096651 |
| 1992-02-01 | 106.589579631106 |
| 1992-03-01 | 106.577119623951 |
| 1992-04-01 | 107.387243403620 |
| 1992-05-01 | 107.514082116952 |
| 1992-06-01 | 107.217024228357 |
| 1992-07-01 | 107.721540374620 |
| 1992-08-01 | 107.615028594083 |
| 1992-09-01 | 108.022355285382 |
| 1992-10-01 | 107.524770897842 |
| 1992-11-01 | 107.694716733159 |
| 1992-12-01 | 108.193076760499 |
| 1993-01-01 | 108.099473381254 |
| 1993-02-01 | 107.982208422070 |
| 1993-03-01 | 108.179266407061 |
| 1993-04-01 | 108.232563887919 |
| 1993-05-01 | 108.227194845080 |
| 1993-06-01 | 108.114891157069 |
| 1993-07-01 | 107.439061010667 |
| 1993-08-01 | 107.532644936156 |
| 1993-09-01 | 107.057650442004 |
| 1993-10-01 | 108.425875065848 |
| 1993-11-01 | 108.445992021195 |
| 1993-12-01 | 108.385654274756 |
| 1994-01-01 | 108.472908446866 |
| 1994-02-01 | 109.485698509374 |
| 1994-03-01 | 109.499225194824 |
| 1994-04-01 | 108.981548549175 |
| 1994-05-01 | 108.746070067807 |
| 1994-06-01 | 109.671368775725 |
| 1994-07-01 | 110.526312770082 |
| 1994-08-01 | 110.384388249367 |
| 1994-09-01 | 110.772684722935 |
| 1994-10-01 | 110.106478902842 |
| 1994-11-01 | 110.173535251341 |
| 1994-12-01 | 110.080324991862 |
| 1995-01-01 | 110.226314023499 |
| 1995-02-01 | 110.391663568226 |
| 1995-03-01 | 110.620494752806 |
| 1995-04-01 | 111.271400935330 |
| 1995-05-01 | 110.499704730327 |
| 1995-06-01 | 111.374802542940 |
| 1995-07-01 | 112.872233135794 |
| 1995-08-01 | 113.118473223602 |
| 1995-09-01 | 113.303036368456 |
| 1995-10-01 | 113.908145140572 |
| 1995-11-01 | 113.629219311375 |
| 1995-12-01 | 114.336231868580 |
| 1996-01-01 | 114.779745117748 |
| 1996-02-01 | 115.523293422574 |
| 1996-03-01 | 115.548683852430 |
| 1996-04-01 | 115.689377225586 |
| 1996-05-01 | 115.554062430780 |
| 1996-06-01 | 115.729496756165 |
| 1996-07-01 | 115.178956057613 |
| 1996-08-01 | 115.072594714968 |
| 1996-09-01 | 115.112085313097 |
| 1996-10-01 | 114.552454002345 |
| 1996-11-01 | 115.015029821689 |
| 1996-12-01 | 115.274270640851 |
| 1997-01-01 | 115.435971232453 |
| 1997-02-01 | 115.170056526568 |
| 1997-03-01 | 115.072490252842 |
| 1997-04-01 | 114.900615515970 |
| 1997-05-01 | 115.300040621128 |
| 1997-06-01 | 115.163063324983 |
| 1997-07-01 | 115.294218774630 |
| 1997-08-01 | 115.531549392714 |
| 1997-09-01 | 115.385328339208 |
| 1997-10-01 | 115.315144880369 |
| 1997-11-01 | 115.120159393165 |
| 1997-12-01 | 115.047220130450 |
| 1998-01-01 | 115.422245312460 |
| 1998-02-01 | 114.816836425610 |
| 1998-03-01 | 115.138086601010 |
| 1998-04-01 | 113.974579492689 |
| 1998-05-01 | 114.085018734713 |
| 1998-06-01 | 114.313211478377 |
| 1998-07-01 | 114.163362401628 |
| 1998-08-01 | 113.783161218185 |
| 1998-09-01 | 113.110089991810 |
| 1998-10-01 | 113.434973470267 |
| 1998-11-01 | 113.298785163525 |
| 1998-12-01 | 113.215910994393 |
| 1999-01-01 | 113.335917337140 |
| 1999-02-01 | 114.118172365054 |
| 1999-03-01 | 113.690126128310 |
| 1999-04-01 | 114.146722545385 |
| 1999-05-01 | 113.831086010402 |
| 1999-06-01 | 114.117812157228 |
| 1999-07-01 | 113.871452336085 |
| 1999-08-01 | 113.369621358579 |
| 1999-09-01 | 113.807693929260 |
| 1999-10-01 | 114.728335064005 |
| 1999-11-01 | 114.450837902677 |
| 1999-12-01 | 114.518763649464 |
| 2000-01-01 | 113.699734919634 |
| 2000-02-01 | 114.493140635227 |
| 2000-03-01 | 114.800175866490 |
| 2000-04-01 | 115.102796615747 |
| 2000-05-01 | 115.271803000339 |
| 2000-06-01 | 115.509184010134 |
| 2000-07-01 | 116.062343699465 |
| 2000-08-01 | 116.551611802154 |
| 2000-09-01 | 116.539613108997 |
| 2000-10-01 | 116.283524464037 |
| 2000-11-01 | 116.722153349388 |
| 2000-12-01 | 116.386489900895 |
| 2001-01-01 | 114.951339992150 |
| 2001-02-01 | 115.622924625771 |
| 2001-03-01 | 116.164771828164 |
| 2001-04-01 | 116.554054997429 |
| 2001-05-01 | 117.736792211658 |
| 2001-06-01 | 118.468672541354 |
| 2001-07-01 | 117.206902636726 |
| 2001-08-01 | 117.350974359959 |
| 2001-09-01 | 117.120726540298 |
| 2001-10-01 | 116.836763536089 |
| 2001-11-01 | 116.923757443967 |
| 2001-12-01 | 116.907467363782 |
| 2002-01-01 | 117.466485771604 |
| 2002-02-01 | 117.504039164745 |
| 2002-03-01 | 117.698009966628 |
| 2002-04-01 | 118.257547523743 |
| 2002-05-01 | 118.506977856390 |
| 2002-06-01 | 119.143214679799 |
| 2002-07-01 | 117.813506595483 |
| 2002-08-01 | 117.611120855473 |
| 2002-09-01 | 116.863885402302 |
| 2002-10-01 | 117.367311731642 |
| 2002-11-01 | 116.884586811635 |
| 2002-12-01 | 117.033829631710 |
| 2003-01-01 | 116.256684393691 |
| 2003-02-01 | 116.335123227757 |
| 2003-03-01 | 116.181946300299 |
| 2003-04-01 | 115.138836538532 |
| 2003-05-01 | 114.836318299600 |
| 2003-06-01 | 114.736703843454 |
| 2003-07-01 | 115.003273633115 |
| 2003-08-01 | 115.066917327749 |
| 2003-09-01 | 115.467400803633 |
| 2003-10-01 | 114.995466923890 |
| 2003-11-01 | 115.218619390236 |
| 2003-12-01 | 114.207691293001 |
| 2004-01-01 | 114.895934282193 |
| 2004-02-01 | 115.081289814968 |
| 2004-03-01 | 114.810328046716 |
| 2004-04-01 | 115.456703668578 |
| 2004-05-01 | 114.908141440660 |
| 2004-06-01 | 114.677984632830 |
| 2004-07-01 | 115.349332824221 |
| 2004-08-01 | 115.202869252759 |
| 2004-09-01 | 115.357801098453 |
| 2004-10-01 | 115.520828623723 |
| 2004-11-01 | 115.844672956809 |
| 2004-12-01 | 115.584642775128 |
| 2005-01-01 | 114.485417439043 |
| 2005-02-01 | 115.320979922165 |
| 2005-03-01 | 115.558617496833 |
| 2005-04-01 | 117.279417371551 |
| 2005-05-01 | 117.184589863875 |
| 2005-06-01 | 116.765863177219 |
| 2005-07-01 | 117.362673762062 |
| 2005-08-01 | 117.920566070996 |
| 2005-09-01 | 118.688441523338 |
| 2005-10-01 | 119.261922267158 |
| 2005-11-01 | 119.366122831117 |
| 2005-12-01 | 119.985412268484 |
| 2006-01-01 | 120.009913120944 |
| 2006-02-01 | 120.083785770984 |
| 2006-03-01 | 120.510534194660 |
| 2006-04-01 | 119.705572734657 |
| 2006-05-01 | 119.605261347598 |
| 2006-06-01 | 120.006635097794 |
| 2006-07-01 | 119.615189405733 |
| 2006-08-01 | 119.744623362527 |
| 2006-09-01 | 121.257870275663 |
| 2006-10-01 | 119.667732603458 |
| 2006-11-01 | 119.356170099049 |
| 2006-12-01 | 120.226503552210 |
| 2007-01-01 | 120.816436204359 |
| 2007-02-01 | 121.276102776432 |
| 2007-03-01 | 121.712437026317 |
| 2007-04-01 | 121.298889752577 |
| 2007-05-01 | 121.200427336619 |
| 2007-06-01 | 121.712813998762 |
| 2007-07-01 | 121.467418888274 |
| 2007-08-01 | 121.595311404627 |
| 2007-09-01 | 122.533159406495 |
| 2007-10-01 | 122.452465454054 |
| 2007-11-01 | 122.816712995529 |
| 2007-12-01 | 122.793008274545 |
| 2008-01-01 | 122.856657561348 |
| 2008-02-01 | 122.674589312946 |
| 2008-03-01 | 122.409497100619 |
| 2008-04-01 | 122.642750770051 |
| 2008-05-01 | 123.078832102290 |
| 2008-06-01 | 123.090457952094 |
| 2008-07-01 | 123.197226610216 |
| 2008-08-01 | 123.211059215212 |
| 2008-09-01 | 123.324676979626 |
| 2008-10-01 | 122.939066610874 |
| 2008-11-01 | 122.732401985418 |
| 2008-12-01 | 122.487935000144 |
| 2009-01-01 | 123.141380972878 |
| 2009-02-01 | 123.410803873944 |
| 2009-03-01 | 123.866183727509 |
| 2009-04-01 | 124.010337242394 |
| 2009-05-01 | 124.262568199536 |
| 2009-06-01 | 125.339664375375 |
| 2009-07-01 | 124.585577147765 |
| 2009-08-01 | 124.687776598521 |
| 2009-09-01 | 124.153983721095 |
| 2009-10-01 | 123.800923297722 |
| 2009-11-01 | 124.311862615495 |
| 2009-12-01 | 124.247205147432 |
| 2010-01-01 | 124.245570712377 |
| 2010-02-01 | 124.462213910631 |
| 2010-03-01 | 124.304991289648 |
| 2010-04-01 | 124.338128425817 |
| 2010-05-01 | 124.337081156684 |
| 2010-06-01 | 124.541998460896 |
| 2010-07-01 | 124.608078472121 |
| 2010-08-01 | 124.257646352686 |
| 2010-09-01 | 124.162261427413 |
| 2010-10-01 | 125.064063049816 |
| 2010-11-01 | 124.873645202459 |
| 2010-12-01 | 124.760678907467 |
| 2011-01-01 | 125.470826777879 |
| 2011-02-01 | 125.272950354334 |
| 2011-03-01 | 125.505291748586 |
| 2011-04-01 | 126.577470246543 |
| 2011-05-01 | 126.283804839313 |
| 2011-06-01 | 126.033328958670 |
| 2011-07-01 | 126.389078077910 |
| 2011-08-01 | 127.006794500939 |
| 2011-09-01 | 127.358385278018 |
| 2011-10-01 | 127.816020471027 |
| 2011-11-01 | 128.227441084244 |
| 2011-12-01 | 128.431725497176 |
| 2012-01-01 | 127.859408449491 |
| 2012-02-01 | 128.032926860118 |
| 2012-03-01 | 128.256761182350 |
| 2012-04-01 | 128.867048258523 |
| 2012-05-01 | 128.857537374960 |
| 2012-06-01 | 129.115623174309 |
| 2012-07-01 | 129.535602577618 |
| 2012-08-01 | 129.804521672470 |
| 2012-09-01 | 129.391524305321 |
| 2012-10-01 | 129.595226941882 |
| 2012-11-01 | 129.476719923564 |
| 2012-12-01 | 129.670378772977 |
| 2013-01-01 | 130.070700320527 |
| 2013-02-01 | 130.084598906104 |
| 2013-03-01 | 130.370374501455 |
| 2013-04-01 | 130.098815576241 |
| 2013-05-01 | 129.947193771755 |
| 2013-06-01 | 129.624479701399 |
| 2013-07-01 | 129.003363015341 |
| 2013-08-01 | 129.438640211549 |
| 2013-09-01 | 129.875279762731 |
| 2013-10-01 | 129.220478127887 |
| 2013-11-01 | 129.190939425425 |
| 2013-12-01 | 129.148733331778 |
| 2014-01-01 | 129.066300068196 |
| 2014-02-01 | 129.576337261394 |
| 2014-03-01 | 129.605966748947 |
| 2014-04-01 | 128.985761171818 |
| 2014-05-01 | 128.487920570697 |
| 2014-06-01 | 128.777481269727 |
| 2014-07-01 | 128.313682455507 |
| 2014-08-01 | 128.535066356333 |
| 2014-09-01 | 128.833288323062 |
| 2014-10-01 | 129.090177184398 |
| 2014-11-01 | 129.239380897994 |
| 2014-12-01 | 129.239711668417 |
| 2015-01-01 | 129.492851676431 |
| 2015-02-01 | 129.481684301601 |
| 2015-03-01 | 129.571339852585 |
| 2015-04-01 | 129.159120215056 |
| 2015-05-01 | 129.714795526781 |
| 2015-06-01 | 129.894111636221 |
| 2015-07-01 | 129.894713029319 |
| 2015-08-01 | 132.062433437405 |
| 2015-09-01 | 129.828452107985 |
| 2015-10-01 | 131.616784039517 |
| 2015-11-01 | 130.611450794648 |
| 2015-12-01 | 130.890474733337 |
| 2016-01-01 | 130.777179624965 |
| 2016-02-01 | 131.119702206939 |
| 2016-03-01 | 130.933715547500 |
| 2016-04-01 | 131.428897834352 |
| 2016-05-01 | 131.380517793899 |
| 2016-06-01 | 131.433326763853 |
| 2016-07-01 | 132.595418996011 |
| 2016-08-01 | 132.028125344993 |
| 2016-09-01 | 132.255986496507 |
| 2016-10-01 | 131.936368949748 |
| 2016-11-01 | 132.185151186449 |
| 2016-12-01 | 132.143011797137 |
| 2017-01-01 | 131.724883677461 |
| 2017-02-01 | 131.642002551356 |
| 2017-03-01 | 131.931995832618 |
| 2017-04-01 | 131.983198274138 |
| 2017-05-01 | 132.494264948259 |
| 2017-06-01 | 132.639529826123 |
| 2017-07-01 | 132.804649707966 |
| 2017-08-01 | 132.776045749983 |
| 2017-09-01 | 132.744301108880 |
| 2017-10-01 | 132.283731027036 |
| 2017-11-01 | 132.355074240472 |
| 2017-12-01 | 131.949739125650 |
| 2018-01-01 | 132.649067889711 |
| 2018-02-01 | 132.732895242616 |
| 2018-03-01 | 133.006405147224 |
| 2018-04-01 | 132.960339767143 |
| 2018-05-01 | 132.743355894130 |
| 2018-06-01 | 132.689443520173 |
| 2018-07-01 | 132.457478700876 |
| 2018-08-01 | 131.719509772698 |
| 2018-09-01 | 131.193588635000 |
| 2018-10-01 | 131.293743216763 |
| 2018-11-01 | 130.993807825326 |
| 2018-12-01 | 131.001856030823 |
| 2019-01-01 | 131.552154466600 |
| 2019-02-01 | 131.694479980577 |
| 2019-03-01 | 132.222903686954 |
| 2019-04-01 | 132.384491528006 |
| 2019-05-01 | 132.425703558345 |
| 2019-06-01 | 132.082830034527 |
| 2019-07-01 | 131.596471921876 |
| 2019-08-01 | 131.810041051615 |
| 2019-09-01 | 131.457813262797 |
| 2019-10-01 | 131.457180853802 |
| 2019-11-01 | 131.565402162431 |
| 2019-12-01 | 131.926254047115 |
| 2020-01-01 | 132.093327768779 |
| 2020-02-01 | 132.003530301645 |
| 2020-03-01 | 131.853631091812 |
| 2020-04-01 | 115.079998103993 |
| 2020-05-01 | 112.743400705323 |
| 2020-06-01 | 116.866690458056 |
| 2020-07-01 | 117.854137990546 |
| 2020-08-01 | 119.307027169839 |
| 2020-09-01 | 120.927052646651 |
| 2020-10-01 | 121.878569397207 |
| 2020-11-01 | 122.136459273429 |
| 2020-12-01 | 122.494678528578 |
| 2021-01-01 | 122.563861997062 |
| 2021-02-01 | 123.189700007590 |
| 2021-03-01 | 123.502648388092 |
| 2021-04-01 | 122.343406223305 |
| 2021-05-01 | 121.904239248410 |
| 2021-06-01 | 122.997036420979 |
| 2021-07-01 | 121.591672361599 |
| 2021-08-01 | 120.967257733881 |
| 2021-09-01 | 121.828957264251 |
| 2021-10-01 | 122.017100394346 |
| 2021-11-01 | 122.061881918654 |
| 2021-12-01 | 121.393079526813 |
| 2022-01-01 | 122.352918073658 |
| 2022-02-01 | 122.593077969872 |
| 2022-03-01 | 122.603022440496 |
| 2022-04-01 | 123.789869011975 |
| 2022-05-01 | 123.922215599039 |
| 2022-06-01 | 123.592941280651 |
| 2022-07-01 | 123.887381149529 |
| 2022-08-01 | 123.992592946036 |
| 2022-09-01 | 124.481676466718 |
| 2022-10-01 | 125.249428203048 |
| 2022-11-01 | 125.852404942992 |
| 2022-12-01 | 126.693426814335 |
| 2023-01-01 | 126.770657763317 |
| 2023-02-01 | 126.784333426129 |
| 2023-03-01 | 126.472788102559 |
| 2023-04-01 | 127.878238086034 |
| 2023-05-01 | 128.503922951112 |
| 2023-06-01 | 128.882602470932 |
| 2023-07-01 | 129.945915406926 |
| 2023-08-01 | 130.124892026157 |
| 2023-09-01 | 130.084107061487 |
| 2023-10-01 | 130.351983370184 |
| 2023-11-01 | 130.489496523281 |
| 2023-12-01 | 131.189747053265 |
| 2024-01-01 | 131.289572306812 |
| 2024-02-01 | 131.749928517740 |
| 2024-03-01 | 132.585490327704 |
| 2024-04-01 | 133.084852335585 |
| 2024-05-01 | 133.377661535953 |
| 2024-06-01 | 133.823091039271 |
| 2024-07-01 | 134.758407847979 |
| 2024-08-01 | 135.746868554225 |
| 2024-09-01 | 135.200647454558 |
| 2024-10-01 | 135.075159224602 |
| 2024-11-01 | 135.955148682629 |
| 2024-12-01 | 135.965501436781 |
| 2025-01-01 | 136.568452980592 |
| 2025-02-01 | 137.359139283556 |
| 2025-03-01 | 137.665898778717 |
| 2025-04-01 | 138.017617604158 |
| 2025-05-01 | 138.270405787686 |
| 2025-06-01 | 138.885973349868 |
| 2025-07-01 | 139.116635514783 |
| 2025-08-01 | 139.716537425678 |
| 2025-09-01 | 138.652263984368 |
| 2025-10-01 | 137.847034457399 |
| 2025-11-01 | 138.568812667314 |
| 2025-12-01 | 138.926388112120 |
| 2026-01-01 | 139.225059085867 |
| 2026-02-01 | 139.218565366175 |
| 2026-03-01 | 139.122303326299 |
| 2026-04-01 | 139.012424699644 |
| 2026-05-01 | 138.986601167923 |
| 2026-06-01 | 138.912833017020 |