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 2026-04-01 |
| Last Updated | 2026-05-26 1:48 PM 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 | 101.100871899471 |
| 1990-02-01 | 101.290902903391 |
| 1990-03-01 | 101.346980847699 |
| 1990-04-01 | 101.258355279672 |
| 1990-05-01 | 101.625190563723 |
| 1990-06-01 | 102.198585074354 |
| 1990-07-01 | 102.248721616700 |
| 1990-08-01 | 102.454449256913 |
| 1990-09-01 | 102.751018260574 |
| 1990-10-01 | 102.618705492631 |
| 1990-11-01 | 102.795348626586 |
| 1990-12-01 | 103.207438364229 |
| 1991-01-01 | 101.642290307347 |
| 1991-02-01 | 102.157803997963 |
| 1991-03-01 | 102.720709016821 |
| 1991-04-01 | 102.792718136900 |
| 1991-05-01 | 102.726245476192 |
| 1991-06-01 | 103.332587296197 |
| 1991-07-01 | 102.777612953281 |
| 1991-08-01 | 102.711319300067 |
| 1991-09-01 | 103.727097631460 |
| 1991-10-01 | 104.916351284314 |
| 1991-11-01 | 105.405100106616 |
| 1991-12-01 | 105.828546635631 |
| 1992-01-01 | 106.409773096672 |
| 1992-02-01 | 106.589579632451 |
| 1992-03-01 | 106.577119623901 |
| 1992-04-01 | 107.387243403498 |
| 1992-05-01 | 107.514082116451 |
| 1992-06-01 | 107.217024226873 |
| 1992-07-01 | 107.721540375811 |
| 1992-08-01 | 107.615028594144 |
| 1992-09-01 | 108.022355285210 |
| 1992-10-01 | 107.524770897797 |
| 1992-11-01 | 107.694716732074 |
| 1992-12-01 | 108.193076760508 |
| 1993-01-01 | 108.099473381447 |
| 1993-02-01 | 107.982208424526 |
| 1993-03-01 | 108.179266407618 |
| 1993-04-01 | 108.232563888323 |
| 1993-05-01 | 108.227194844477 |
| 1993-06-01 | 108.114891154107 |
| 1993-07-01 | 107.439061012168 |
| 1993-08-01 | 107.532644935021 |
| 1993-09-01 | 107.057650440287 |
| 1993-10-01 | 108.425875069536 |
| 1993-11-01 | 108.445992017442 |
| 1993-12-01 | 108.385654274048 |
| 1994-01-01 | 108.472908447575 |
| 1994-02-01 | 109.485698513371 |
| 1994-03-01 | 109.499225197167 |
| 1994-04-01 | 108.981548550793 |
| 1994-05-01 | 108.746070067099 |
| 1994-06-01 | 109.671368770753 |
| 1994-07-01 | 110.526312771343 |
| 1994-08-01 | 110.384388247051 |
| 1994-09-01 | 110.772684719765 |
| 1994-10-01 | 110.106478909979 |
| 1994-11-01 | 110.173535243218 |
| 1994-12-01 | 110.080324987168 |
| 1995-01-01 | 110.226314028260 |
| 1995-02-01 | 110.391663566559 |
| 1995-03-01 | 110.620494766928 |
| 1995-04-01 | 111.271400950472 |
| 1995-05-01 | 110.499704723209 |
| 1995-06-01 | 111.374802531773 |
| 1995-07-01 | 112.872233131348 |
| 1995-08-01 | 113.118473214632 |
| 1995-09-01 | 113.303036366781 |
| 1995-10-01 | 113.908145146876 |
| 1995-11-01 | 113.629219297509 |
| 1995-12-01 | 114.336231860932 |
| 1996-01-01 | 114.779745131192 |
| 1996-02-01 | 115.523293438224 |
| 1996-03-01 | 115.548683882537 |
| 1996-04-01 | 115.689377253643 |
| 1996-05-01 | 115.554062408770 |
| 1996-06-01 | 115.729496725324 |
| 1996-07-01 | 115.178956030165 |
| 1996-08-01 | 115.072594689848 |
| 1996-09-01 | 115.112085294684 |
| 1996-10-01 | 114.552454047038 |
| 1996-11-01 | 115.015029802252 |
| 1996-12-01 | 115.274270644969 |
| 1997-01-01 | 115.435971259800 |
| 1997-02-01 | 115.170056581094 |
| 1997-03-01 | 115.072490303293 |
| 1997-04-01 | 114.900615541382 |
| 1997-05-01 | 115.300040557494 |
| 1997-06-01 | 115.163063249806 |
| 1997-07-01 | 115.294218710341 |
| 1997-08-01 | 115.531549351499 |
| 1997-09-01 | 115.385328313144 |
| 1997-10-01 | 115.315144975938 |
| 1997-11-01 | 115.120159368145 |
| 1997-12-01 | 115.047220130560 |
| 1998-01-01 | 115.422245337273 |
| 1998-02-01 | 114.816836745423 |
| 1998-03-01 | 115.138086627060 |
| 1998-04-01 | 113.974579488521 |
| 1998-05-01 | 114.085018550334 |
| 1998-06-01 | 114.313211138688 |
| 1998-07-01 | 114.163362353757 |
| 1998-08-01 | 113.783161222404 |
| 1998-09-01 | 113.110090007386 |
| 1998-10-01 | 113.434973650340 |
| 1998-11-01 | 113.298785159833 |
| 1998-12-01 | 113.215911013443 |
| 1999-01-01 | 113.335917389853 |
| 1999-02-01 | 114.118172970781 |
| 1999-03-01 | 113.690126157642 |
| 1999-04-01 | 114.146722518199 |
| 1999-05-01 | 113.831085698278 |
| 1999-06-01 | 114.117811140467 |
| 1999-07-01 | 113.871452210308 |
| 1999-08-01 | 113.369621267744 |
| 1999-09-01 | 113.807694834340 |
| 1999-10-01 | 114.728335156289 |
| 1999-11-01 | 114.450837846845 |
| 1999-12-01 | 114.518763665244 |
| 2000-01-01 | 113.699735022360 |
| 2000-02-01 | 114.493141550219 |
| 2000-03-01 | 114.800175893114 |
| 2000-04-01 | 115.102796525115 |
| 2000-05-01 | 115.271802473101 |
| 2000-06-01 | 115.509182182409 |
| 2000-07-01 | 116.062343396507 |
| 2000-08-01 | 116.551611575036 |
| 2000-09-01 | 116.539614999583 |
| 2000-10-01 | 116.283524632054 |
| 2000-11-01 | 116.722153483951 |
| 2000-12-01 | 116.386489948781 |
| 2001-01-01 | 114.951340454631 |
| 2001-02-01 | 115.622925811190 |
| 2001-03-01 | 116.164771888393 |
| 2001-04-01 | 116.554054703513 |
| 2001-05-01 | 117.736791308040 |
| 2001-06-01 | 118.468667875082 |
| 2001-07-01 | 117.206902222863 |
| 2001-08-01 | 117.350974377861 |
| 2001-09-01 | 117.120730058104 |
| 2001-10-01 | 116.836764470646 |
| 2001-11-01 | 116.923759276170 |
| 2001-12-01 | 116.907467776482 |
| 2002-01-01 | 117.466486341674 |
| 2002-02-01 | 117.504040191559 |
| 2002-03-01 | 117.698009244737 |
| 2002-04-01 | 118.257546361756 |
| 2002-05-01 | 118.506975553489 |
| 2002-06-01 | 119.143205765460 |
| 2002-07-01 | 117.813506170421 |
| 2002-08-01 | 117.611122041531 |
| 2002-09-01 | 116.863891058273 |
| 2002-10-01 | 117.367315164298 |
| 2002-11-01 | 116.884591722657 |
| 2002-12-01 | 117.033831157744 |
| 2003-01-01 | 116.256685222060 |
| 2003-02-01 | 116.335123845564 |
| 2003-03-01 | 116.181943610990 |
| 2003-04-01 | 115.138833674323 |
| 2003-05-01 | 114.836313447969 |
| 2003-06-01 | 114.736688604156 |
| 2003-07-01 | 115.003268645517 |
| 2003-08-01 | 115.066912912354 |
| 2003-09-01 | 115.467430795733 |
| 2003-10-01 | 114.995463868307 |
| 2003-11-01 | 115.218640107396 |
| 2003-12-01 | 114.207688116318 |
| 2004-01-01 | 114.895931269632 |
| 2004-02-01 | 115.081287315427 |
| 2004-03-01 | 114.810321804744 |
| 2004-04-01 | 115.456698502030 |
| 2004-05-01 | 114.908133711570 |
| 2004-06-01 | 114.677965323357 |
| 2004-07-01 | 115.349323585699 |
| 2004-08-01 | 115.202859916541 |
| 2004-09-01 | 115.357855284980 |
| 2004-10-01 | 115.520819975230 |
| 2004-11-01 | 115.844709318699 |
| 2004-12-01 | 115.584634740156 |
| 2005-01-01 | 114.485410291587 |
| 2005-02-01 | 115.320973654001 |
| 2005-03-01 | 115.558607234699 |
| 2005-04-01 | 117.279409518776 |
| 2005-05-01 | 117.184579515507 |
| 2005-06-01 | 116.765841155836 |
| 2005-07-01 | 117.362660491277 |
| 2005-08-01 | 117.920551489757 |
| 2005-09-01 | 118.688521771670 |
| 2005-10-01 | 119.261906940781 |
| 2005-11-01 | 119.366175692070 |
| 2005-12-01 | 119.985396214022 |
| 2006-01-01 | 120.009900846159 |
| 2006-02-01 | 120.083775043227 |
| 2006-03-01 | 120.510520252076 |
| 2006-04-01 | 119.705562994374 |
| 2006-05-01 | 119.605249960231 |
| 2006-06-01 | 120.006614961386 |
| 2006-07-01 | 119.615176872564 |
| 2006-08-01 | 119.744610174471 |
| 2006-09-01 | 121.257953133807 |
| 2006-10-01 | 119.667720164464 |
| 2006-11-01 | 119.356223002487 |
| 2006-12-01 | 120.226485121672 |
| 2007-01-01 | 120.816423057276 |
| 2007-02-01 | 121.276090664137 |
| 2007-03-01 | 121.712422151900 |
| 2007-04-01 | 121.298879535054 |
| 2007-05-01 | 121.200416531688 |
| 2007-06-01 | 121.712797461998 |
| 2007-07-01 | 121.467406485168 |
| 2007-08-01 | 121.595297377405 |
| 2007-09-01 | 122.533242890074 |
| 2007-10-01 | 122.452453107574 |
| 2007-11-01 | 122.816764632061 |
| 2007-12-01 | 122.792985787074 |
| 2008-01-01 | 122.856643634081 |
| 2008-02-01 | 122.674576711534 |
| 2008-03-01 | 122.409483784463 |
| 2008-04-01 | 122.642741981248 |
| 2008-05-01 | 123.078824032815 |
| 2008-06-01 | 123.090448341624 |
| 2008-07-01 | 123.197218908243 |
| 2008-08-01 | 123.211050809698 |
| 2008-09-01 | 123.324735921871 |
| 2008-10-01 | 122.939062934665 |
| 2008-11-01 | 122.732436093043 |
| 2008-12-01 | 122.487917088642 |
| 2009-01-01 | 123.141370656317 |
| 2009-02-01 | 123.410793905559 |
| 2009-03-01 | 123.866173877675 |
| 2009-04-01 | 124.010330631616 |
| 2009-05-01 | 124.262563206712 |
| 2009-06-01 | 125.339659672791 |
| 2009-07-01 | 124.585573890739 |
| 2009-08-01 | 124.687773363946 |
| 2009-09-01 | 124.154017091841 |
| 2009-10-01 | 123.800926510486 |
| 2009-11-01 | 124.311880210497 |
| 2009-12-01 | 124.247191920965 |
| 2010-01-01 | 124.245564475029 |
| 2010-02-01 | 124.462207407311 |
| 2010-03-01 | 124.304985549497 |
| 2010-04-01 | 124.338124451051 |
| 2010-05-01 | 124.337078914545 |
| 2010-06-01 | 124.541997001586 |
| 2010-07-01 | 124.608079767302 |
| 2010-08-01 | 124.257648270408 |
| 2010-09-01 | 124.162269482736 |
| 2010-10-01 | 125.064072542511 |
| 2010-11-01 | 124.873646175228 |
| 2010-12-01 | 124.760673300234 |
| 2011-01-01 | 125.470824708097 |
| 2011-02-01 | 125.272948281014 |
| 2011-03-01 | 125.505289957976 |
| 2011-04-01 | 126.577468269135 |
| 2011-05-01 | 126.283803076303 |
| 2011-06-01 | 126.033327798414 |
| 2011-07-01 | 126.389079102510 |
| 2011-08-01 | 127.006794057417 |
| 2011-09-01 | 127.358392141524 |
| 2011-10-01 | 127.816025551613 |
| 2011-11-01 | 128.227439565450 |
| 2011-12-01 | 128.431721184681 |
| 2012-01-01 | 127.859406342172 |
| 2012-02-01 | 128.032926205990 |
| 2012-03-01 | 128.256761178726 |
| 2012-04-01 | 128.867050869227 |
| 2012-05-01 | 128.857535399683 |
| 2012-06-01 | 129.115622711210 |
| 2012-07-01 | 129.535604723470 |
| 2012-08-01 | 129.804515966249 |
| 2012-09-01 | 129.391533028256 |
| 2012-10-01 | 129.595226676286 |
| 2012-11-01 | 129.476717832478 |
| 2012-12-01 | 129.670376694629 |
| 2013-01-01 | 130.070697876665 |
| 2013-02-01 | 130.084598626217 |
| 2013-03-01 | 130.370375058351 |
| 2013-04-01 | 130.098821762327 |
| 2013-05-01 | 129.947190453081 |
| 2013-06-01 | 129.624479240995 |
| 2013-07-01 | 129.003370200556 |
| 2013-08-01 | 129.438629606685 |
| 2013-09-01 | 129.875289306825 |
| 2013-10-01 | 129.220473595091 |
| 2013-11-01 | 129.190937773653 |
| 2013-12-01 | 129.148731282046 |
| 2014-01-01 | 129.066297304292 |
| 2014-02-01 | 129.576336205914 |
| 2014-03-01 | 129.605966258061 |
| 2014-04-01 | 128.985770158742 |
| 2014-05-01 | 128.487916951232 |
| 2014-06-01 | 128.777482157799 |
| 2014-07-01 | 128.313697617294 |
| 2014-08-01 | 128.535055377430 |
| 2014-09-01 | 128.833302735742 |
| 2014-10-01 | 129.090171907449 |
| 2014-11-01 | 129.239375684911 |
| 2014-12-01 | 129.239693324153 |
| 2015-01-01 | 129.492835874253 |
| 2015-02-01 | 129.481671417726 |
| 2015-03-01 | 129.571335533054 |
| 2015-04-01 | 129.159139887046 |
| 2015-05-01 | 129.714817612845 |
| 2015-06-01 | 129.894147964629 |
| 2015-07-01 | 129.894767533095 |
| 2015-08-01 | 132.062444887509 |
| 2015-09-01 | 129.828456641856 |
| 2015-10-01 | 131.616735406858 |
| 2015-11-01 | 130.611376634652 |
| 2015-12-01 | 130.890372045617 |
| 2016-01-01 | 130.777104721838 |
| 2016-02-01 | 131.119672135602 |
| 2016-03-01 | 130.933750815112 |
| 2016-04-01 | 131.429014440653 |
| 2016-05-01 | 131.380670676006 |
| 2016-06-01 | 131.433489713757 |
| 2016-07-01 | 132.595560383881 |
| 2016-08-01 | 132.028158749577 |
| 2016-09-01 | 132.255918633366 |
| 2016-10-01 | 131.936166196725 |
| 2016-11-01 | 132.184876500442 |
| 2016-12-01 | 132.142710923699 |
| 2017-01-01 | 131.724673975060 |
| 2017-02-01 | 131.641912180452 |
| 2017-03-01 | 131.932040343364 |
| 2017-04-01 | 131.983706141725 |
| 2017-05-01 | 132.494769253258 |
| 2017-06-01 | 132.639999073879 |
| 2017-07-01 | 132.805002234238 |
| 2017-08-01 | 132.776209856906 |
| 2017-09-01 | 132.743967084800 |
| 2017-10-01 | 132.282934268386 |
| 2017-11-01 | 132.354488389024 |
| 2017-12-01 | 131.948974419819 |
| 2018-01-01 | 132.648251073066 |
| 2018-02-01 | 132.732105585188 |
| 2018-03-01 | 133.009146105896 |
| 2018-04-01 | 132.960317163200 |
| 2018-05-01 | 132.743922968291 |
| 2018-06-01 | 132.691557310567 |
| 2018-07-01 | 132.457289848119 |
| 2018-08-01 | 131.719467030146 |
| 2018-09-01 | 131.192611998239 |
| 2018-10-01 | 131.292171500827 |
| 2018-11-01 | 130.992821649424 |
| 2018-12-01 | 131.000690782871 |
| 2019-01-01 | 131.550958096497 |
| 2019-02-01 | 131.693292765093 |
| 2019-03-01 | 132.228596460257 |
| 2019-04-01 | 132.384100542933 |
| 2019-05-01 | 132.426310092452 |
| 2019-06-01 | 132.086384122272 |
| 2019-07-01 | 131.595471071413 |
| 2019-08-01 | 131.809548178971 |
| 2019-09-01 | 131.456035052376 |
| 2019-10-01 | 131.454787859808 |
| 2019-11-01 | 131.564055809502 |
| 2019-12-01 | 131.924698383042 |
| 2020-01-01 | 132.091778111272 |
| 2020-02-01 | 132.001992191262 |
| 2020-03-01 | 131.863916336958 |
| 2020-04-01 | 115.079218693682 |
| 2020-05-01 | 112.744094588997 |
| 2020-06-01 | 116.871475867824 |
| 2020-07-01 | 117.849017208413 |
| 2020-08-01 | 119.306467566161 |
| 2020-09-01 | 120.925004151233 |
| 2020-10-01 | 121.875882310083 |
| 2020-11-01 | 122.134770470090 |
| 2020-12-01 | 122.493202788243 |
| 2021-01-01 | 122.563127667445 |
| 2021-02-01 | 123.189598101145 |
| 2021-03-01 | 123.515371720419 |
| 2021-04-01 | 122.344055515081 |
| 2021-05-01 | 121.905994940382 |
| 2021-06-01 | 123.002380657551 |
| 2021-07-01 | 121.577910242864 |
| 2021-08-01 | 120.967077699371 |
| 2021-09-01 | 121.825615804371 |
| 2021-10-01 | 122.013668543039 |
| 2021-11-01 | 122.059528481042 |
| 2021-12-01 | 121.392185048297 |
| 2022-01-01 | 122.354387074127 |
| 2022-02-01 | 122.596503573465 |
| 2022-03-01 | 122.621055600614 |
| 2022-04-01 | 123.793387411127 |
| 2022-05-01 | 123.925045041067 |
| 2022-06-01 | 123.596970158214 |
| 2022-07-01 | 123.861188180161 |
| 2022-08-01 | 123.992046114678 |
| 2022-09-01 | 124.474247917437 |
| 2022-10-01 | 125.244413897853 |
| 2022-11-01 | 125.847602830720 |
| 2022-12-01 | 126.692744022829 |
| 2023-01-01 | 126.775349737608 |
| 2023-02-01 | 126.793855990526 |
| 2023-03-01 | 126.497288158322 |
| 2023-04-01 | 127.906991303702 |
| 2023-05-01 | 128.509717053019 |
| 2023-06-01 | 128.867802502094 |
| 2023-07-01 | 129.900692854686 |
| 2023-08-01 | 130.119009845738 |
| 2023-09-01 | 130.070487652635 |
| 2023-10-01 | 130.345944467957 |
| 2023-11-01 | 130.484269334729 |
| 2023-12-01 | 131.190826195071 |
| 2024-01-01 | 131.298389381857 |
| 2024-02-01 | 131.766219855424 |
| 2024-03-01 | 132.616119736911 |
| 2024-04-01 | 133.141552054306 |
| 2024-05-01 | 133.391030266453 |
| 2024-06-01 | 133.795519559976 |
| 2024-07-01 | 134.691306161289 |
| 2024-08-01 | 135.732378510972 |
| 2024-09-01 | 135.178897104351 |
| 2024-10-01 | 135.066748042514 |
| 2024-11-01 | 135.948351973151 |
| 2024-12-01 | 135.967583172776 |
| 2025-01-01 | 136.580669307314 |
| 2025-02-01 | 137.381485808554 |
| 2025-03-01 | 137.700170635260 |
| 2025-04-01 | 138.108952869781 |
| 2025-05-01 | 138.292081106584 |
| 2025-06-01 | 138.847741066774 |
| 2025-07-01 | 139.027919925775 |
| 2025-08-01 | 139.691507717204 |
| 2025-09-01 | 138.622818546513 |
| 2025-10-01 | 137.836224334447 |
| 2025-11-01 | 138.561917627588 |
| 2025-12-01 | 138.929512083509 |
| 2026-01-01 | 139.239018931243 |
| 2026-02-01 | 139.243476565544 |
| 2026-03-01 | 139.156947473716 |
| 2026-04-01 | 138.917688939352 |