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 2026-07-01 |
| Last Updated | 2026-08-21 7:03 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 | 101.100871902947 |
| 1990-02-01 | 101.290902907490 |
| 1990-03-01 | 101.346980851030 |
| 1990-04-01 | 101.258355281631 |
| 1990-05-01 | 101.625190564593 |
| 1990-06-01 | 102.198585074513 |
| 1990-07-01 | 102.248721619625 |
| 1990-08-01 | 102.454449255851 |
| 1990-09-01 | 102.751018248108 |
| 1990-10-01 | 102.618705490176 |
| 1990-11-01 | 102.795348624378 |
| 1990-12-01 | 103.207438363391 |
| 1991-01-01 | 101.642290308617 |
| 1991-02-01 | 102.157804019465 |
| 1991-03-01 | 102.720709016106 |
| 1991-04-01 | 102.792718133707 |
| 1991-05-01 | 102.726245471086 |
| 1991-06-01 | 103.332587291695 |
| 1991-07-01 | 102.777612958124 |
| 1991-08-01 | 102.711319298151 |
| 1991-09-01 | 103.727097621449 |
| 1991-10-01 | 104.916351282803 |
| 1991-11-01 | 105.405100104753 |
| 1991-12-01 | 105.828546635099 |
| 1992-01-01 | 106.409773097361 |
| 1992-02-01 | 106.589579674575 |
| 1992-03-01 | 106.577119622349 |
| 1992-04-01 | 107.387243399710 |
| 1992-05-01 | 107.514082100796 |
| 1992-06-01 | 107.217024180457 |
| 1992-07-01 | 107.721540412935 |
| 1992-08-01 | 107.615028596050 |
| 1992-09-01 | 108.022355279668 |
| 1992-10-01 | 107.524770896384 |
| 1992-11-01 | 107.694716698173 |
| 1992-12-01 | 108.193076760813 |
| 1993-01-01 | 108.099473387505 |
| 1993-02-01 | 107.982208501431 |
| 1993-03-01 | 108.179266425088 |
| 1993-04-01 | 108.232563900951 |
| 1993-05-01 | 108.227194825609 |
| 1993-06-01 | 108.114891061445 |
| 1993-07-01 | 107.439061058887 |
| 1993-08-01 | 107.532644899508 |
| 1993-09-01 | 107.057650386475 |
| 1993-10-01 | 108.425875185000 |
| 1993-11-01 | 108.445991900189 |
| 1993-12-01 | 108.385654251980 |
| 1994-01-01 | 108.472908469788 |
| 1994-02-01 | 109.485698638428 |
| 1994-03-01 | 109.499225270362 |
| 1994-04-01 | 108.981548601266 |
| 1994-05-01 | 108.746070044876 |
| 1994-06-01 | 109.671368615302 |
| 1994-07-01 | 110.526312810568 |
| 1994-08-01 | 110.384388174793 |
| 1994-09-01 | 110.772684620723 |
| 1994-10-01 | 110.106479133478 |
| 1994-11-01 | 110.173534989235 |
| 1994-12-01 | 110.080324840076 |
| 1995-01-01 | 110.226314178465 |
| 1995-02-01 | 110.391663513646 |
| 1995-03-01 | 110.620495207068 |
| 1995-04-01 | 111.271401424299 |
| 1995-05-01 | 110.499704499943 |
| 1995-06-01 | 111.374802182382 |
| 1995-07-01 | 112.872232992288 |
| 1995-08-01 | 113.118472934992 |
| 1995-09-01 | 113.303036317007 |
| 1995-10-01 | 113.908145345144 |
| 1995-11-01 | 113.629218864179 |
| 1995-12-01 | 114.336231621056 |
| 1996-01-01 | 114.779745553925 |
| 1996-02-01 | 115.523293920104 |
| 1996-03-01 | 115.548684820619 |
| 1996-04-01 | 115.689378131947 |
| 1996-05-01 | 115.554061719721 |
| 1996-06-01 | 115.729495761276 |
| 1996-07-01 | 115.178955173062 |
| 1996-08-01 | 115.072593913817 |
| 1996-09-01 | 115.112084725162 |
| 1996-10-01 | 114.552455444925 |
| 1996-11-01 | 115.015029194173 |
| 1996-12-01 | 115.274270769489 |
| 1997-01-01 | 115.435972113043 |
| 1997-02-01 | 115.170058267255 |
| 1997-03-01 | 115.072491873524 |
| 1997-04-01 | 114.900616338888 |
| 1997-05-01 | 115.300038571180 |
| 1997-06-01 | 115.163060905506 |
| 1997-07-01 | 115.294216707226 |
| 1997-08-01 | 115.531548083780 |
| 1997-09-01 | 115.385327508829 |
| 1997-10-01 | 115.315147963237 |
| 1997-11-01 | 115.120158585241 |
| 1997-12-01 | 115.047220126928 |
| 1998-01-01 | 115.422246100317 |
| 1998-02-01 | 114.816846686382 |
| 1998-03-01 | 115.138087432217 |
| 1998-04-01 | 113.974579361823 |
| 1998-05-01 | 114.085012791556 |
| 1998-06-01 | 114.313200582050 |
| 1998-07-01 | 114.163360868712 |
| 1998-08-01 | 113.783161386475 |
| 1998-09-01 | 113.110090508743 |
| 1998-10-01 | 113.434979279439 |
| 1998-11-01 | 113.298785040829 |
| 1998-12-01 | 113.215911583646 |
| 1999-01-01 | 113.335918985791 |
| 1999-02-01 | 114.118191784324 |
| 1999-03-01 | 113.690127035595 |
| 1999-04-01 | 114.146721655932 |
| 1999-05-01 | 113.831075948269 |
| 1999-06-01 | 114.117779656021 |
| 1999-07-01 | 113.871448317580 |
| 1999-08-01 | 113.369618484532 |
| 1999-09-01 | 113.807723110313 |
| 1999-10-01 | 114.728338026360 |
| 1999-11-01 | 114.450836056295 |
| 1999-12-01 | 114.518764052377 |
| 2000-01-01 | 113.699738069914 |
| 2000-02-01 | 114.493169905981 |
| 2000-03-01 | 114.800176637258 |
| 2000-04-01 | 115.102793698087 |
| 2000-05-01 | 115.271786091380 |
| 2000-06-01 | 115.509125707406 |
| 2000-07-01 | 116.062334096791 |
| 2000-08-01 | 116.551604612611 |
| 2000-09-01 | 116.539674043873 |
| 2000-10-01 | 116.283529804834 |
| 2000-11-01 | 116.722157534974 |
| 2000-12-01 | 116.386491221875 |
| 2001-01-01 | 114.951354499092 |
| 2001-02-01 | 115.622962384064 |
| 2001-03-01 | 116.164773461166 |
| 2001-04-01 | 116.554045322251 |
| 2001-05-01 | 117.736763038558 |
| 2001-06-01 | 118.468524444589 |
| 2001-07-01 | 117.206889460858 |
| 2001-08-01 | 117.350975114111 |
| 2001-09-01 | 117.120840016331 |
| 2001-10-01 | 116.836793719475 |
| 2001-11-01 | 116.923815303768 |
| 2001-12-01 | 116.907480500510 |
| 2002-01-01 | 117.466503526739 |
| 2002-02-01 | 117.504071505455 |
| 2002-03-01 | 117.697985948995 |
| 2002-04-01 | 118.257509439973 |
| 2002-05-01 | 118.506903061320 |
| 2002-06-01 | 119.142933001620 |
| 2002-07-01 | 117.813492794204 |
| 2002-08-01 | 117.611159132785 |
| 2002-09-01 | 116.864067825688 |
| 2002-10-01 | 117.367422553832 |
| 2002-11-01 | 116.884742838078 |
| 2002-12-01 | 117.033878762604 |
| 2003-01-01 | 116.256710447851 |
| 2003-02-01 | 116.335142368453 |
| 2003-03-01 | 116.181857294756 |
| 2003-04-01 | 115.138743361448 |
| 2003-05-01 | 114.836160977641 |
| 2003-06-01 | 114.736221221629 |
| 2003-07-01 | 115.003112298824 |
| 2003-08-01 | 115.066774633684 |
| 2003-09-01 | 115.468369632860 |
| 2003-10-01 | 114.995368632915 |
| 2003-11-01 | 115.219282450374 |
| 2003-12-01 | 114.207589218838 |
| 2004-01-01 | 114.895837013245 |
| 2004-02-01 | 115.081208978357 |
| 2004-03-01 | 114.810121735673 |
| 2004-04-01 | 115.456536621161 |
| 2004-05-01 | 114.907891433484 |
| 2004-06-01 | 114.677372556156 |
| 2004-07-01 | 115.349034184302 |
| 2004-08-01 | 115.202567616809 |
| 2004-09-01 | 115.359551726757 |
| 2004-10-01 | 115.520549929993 |
| 2004-11-01 | 115.845838791043 |
| 2004-12-01 | 115.584384416938 |
| 2005-01-01 | 114.485187414310 |
| 2005-02-01 | 115.320778209733 |
| 2005-03-01 | 115.558278929289 |
| 2005-04-01 | 117.279164254603 |
| 2005-05-01 | 117.184255820452 |
| 2005-06-01 | 116.765163793530 |
| 2005-07-01 | 117.362244969636 |
| 2005-08-01 | 117.920095041516 |
| 2005-09-01 | 118.691034132334 |
| 2005-10-01 | 119.261427774005 |
| 2005-11-01 | 119.367818218403 |
| 2005-12-01 | 119.984898646554 |
| 2006-01-01 | 120.009517768150 |
| 2006-02-01 | 120.083440415857 |
| 2006-03-01 | 120.510075069114 |
| 2006-04-01 | 119.705259275473 |
| 2006-05-01 | 119.604894228761 |
| 2006-06-01 | 120.005995318632 |
| 2006-07-01 | 119.614784462461 |
| 2006-08-01 | 119.744197125357 |
| 2006-09-01 | 121.260546771562 |
| 2006-10-01 | 119.667330104485 |
| 2006-11-01 | 119.357867373918 |
| 2006-12-01 | 120.225916312309 |
| 2007-01-01 | 120.816012418415 |
| 2007-02-01 | 121.275712657016 |
| 2007-03-01 | 121.711947955860 |
| 2007-04-01 | 121.298561320886 |
| 2007-05-01 | 121.200079632188 |
| 2007-06-01 | 121.712287304023 |
| 2007-07-01 | 121.467018793540 |
| 2007-08-01 | 121.594858669035 |
| 2007-09-01 | 122.535853697701 |
| 2007-10-01 | 122.452064343878 |
| 2007-11-01 | 122.818370117691 |
| 2007-12-01 | 122.792293567337 |
| 2008-01-01 | 122.856208246670 |
| 2008-02-01 | 122.674183238671 |
| 2008-03-01 | 122.409059997855 |
| 2008-04-01 | 122.642469342504 |
| 2008-05-01 | 123.078573458122 |
| 2008-06-01 | 123.090151605334 |
| 2008-07-01 | 123.196978718992 |
| 2008-08-01 | 123.210788137534 |
| 2008-09-01 | 123.326575446460 |
| 2008-10-01 | 122.938943572299 |
| 2008-11-01 | 122.733496842391 |
| 2008-12-01 | 122.487367854851 |
| 2009-01-01 | 123.141047499455 |
| 2009-02-01 | 123.410482287061 |
| 2009-03-01 | 123.865862121464 |
| 2009-04-01 | 124.010127380188 |
| 2009-05-01 | 124.262410207294 |
| 2009-06-01 | 125.339515039651 |
| 2009-07-01 | 124.585472649315 |
| 2009-08-01 | 124.687671630232 |
| 2009-09-01 | 124.155052243858 |
| 2009-10-01 | 123.801021433385 |
| 2009-11-01 | 124.312427405178 |
| 2009-12-01 | 124.246789740381 |
| 2010-01-01 | 124.245367561395 |
| 2010-02-01 | 124.462001669836 |
| 2010-03-01 | 124.304804695402 |
| 2010-04-01 | 124.338005375817 |
| 2010-05-01 | 124.337014953993 |
| 2010-06-01 | 124.541958568753 |
| 2010-07-01 | 124.608124015257 |
| 2010-08-01 | 124.257714780615 |
| 2010-09-01 | 124.162469594963 |
| 2010-10-01 | 125.064374345475 |
| 2010-11-01 | 124.873687078839 |
| 2010-12-01 | 124.760516888135 |
| 2011-01-01 | 125.470767853658 |
| 2011-02-01 | 125.272867567667 |
| 2011-03-01 | 125.505215014911 |
| 2011-04-01 | 126.577413429836 |
| 2011-05-01 | 126.283781784379 |
| 2011-06-01 | 126.033296428073 |
| 2011-07-01 | 126.389119791430 |
| 2011-08-01 | 127.006785309066 |
| 2011-09-01 | 127.358501420071 |
| 2011-10-01 | 127.816196942180 |
| 2011-11-01 | 128.227417765501 |
| 2011-12-01 | 128.431621491759 |
| 2012-01-01 | 127.859374199787 |
| 2012-02-01 | 128.032898609126 |
| 2012-03-01 | 128.256752377074 |
| 2012-04-01 | 128.867030053932 |
| 2012-05-01 | 128.857564107661 |
| 2012-06-01 | 129.115633951602 |
| 2012-07-01 | 129.535705809249 |
| 2012-08-01 | 129.804366837892 |
| 2012-09-01 | 129.391511121167 |
| 2012-10-01 | 129.595299976788 |
| 2012-11-01 | 129.476708886709 |
| 2012-12-01 | 129.670374104278 |
| 2013-01-01 | 130.070691161865 |
| 2013-02-01 | 130.084601757468 |
| 2013-03-01 | 130.370397867813 |
| 2013-04-01 | 130.098803144255 |
| 2013-05-01 | 129.947243763257 |
| 2013-06-01 | 129.624524238583 |
| 2013-07-01 | 129.003529200523 |
| 2013-08-01 | 129.438360602079 |
| 2013-09-01 | 129.875161462631 |
| 2013-10-01 | 129.220483288383 |
| 2013-11-01 | 129.190975780360 |
| 2013-12-01 | 129.148768131667 |
| 2014-01-01 | 129.066326265999 |
| 2014-02-01 | 129.576369095421 |
| 2014-03-01 | 129.606014052987 |
| 2014-04-01 | 128.985748432139 |
| 2014-05-01 | 128.487989574088 |
| 2014-06-01 | 128.777550522834 |
| 2014-07-01 | 128.313889350681 |
| 2014-08-01 | 128.534661593069 |
| 2014-09-01 | 128.833056720574 |
| 2014-10-01 | 129.090189170761 |
| 2014-11-01 | 129.239452545572 |
| 2014-12-01 | 129.239803758393 |
| 2015-01-01 | 129.492919194999 |
| 2015-02-01 | 129.481752604238 |
| 2015-03-01 | 129.571405528320 |
| 2015-04-01 | 129.159101910141 |
| 2015-05-01 | 129.714830260066 |
| 2015-06-01 | 129.894126247828 |
| 2015-07-01 | 129.894858112262 |
| 2015-08-01 | 132.061969119148 |
| 2015-09-01 | 129.828210528417 |
| 2015-10-01 | 131.616896279615 |
| 2015-11-01 | 130.611613732315 |
| 2015-12-01 | 130.890680169820 |
| 2016-01-01 | 130.777303112791 |
| 2016-02-01 | 131.119758772785 |
| 2016-03-01 | 130.933695104036 |
| 2016-04-01 | 131.428740231165 |
| 2016-05-01 | 131.380401141271 |
| 2016-06-01 | 131.433226386484 |
| 2016-07-01 | 132.595481421407 |
| 2016-08-01 | 132.027694124440 |
| 2016-09-01 | 132.255872963533 |
| 2016-10-01 | 131.936756450820 |
| 2016-11-01 | 132.185564218242 |
| 2016-12-01 | 132.143415979586 |
| 2017-01-01 | 131.725068960618 |
| 2017-02-01 | 131.641992654053 |
| 2017-03-01 | 131.931841882968 |
| 2017-04-01 | 131.982301005005 |
| 2017-05-01 | 132.494120668014 |
| 2017-06-01 | 132.639054929312 |
| 2017-07-01 | 132.804506340235 |
| 2017-08-01 | 132.775734331104 |
| 2017-09-01 | 132.744566193004 |
| 2017-10-01 | 132.284782489187 |
| 2017-11-01 | 132.355913251302 |
| 2017-12-01 | 131.950722914497 |
| 2018-01-01 | 132.650037892958 |
| 2018-02-01 | 132.733791781633 |
| 2018-03-01 | 133.001815117864 |
| 2018-04-01 | 132.959764543830 |
| 2018-05-01 | 132.743322474482 |
| 2018-06-01 | 132.688092641515 |
| 2018-07-01 | 132.457281004340 |
| 2018-08-01 | 131.721092984332 |
| 2018-09-01 | 131.194112636931 |
| 2018-10-01 | 131.295304077556 |
| 2018-11-01 | 130.995030122428 |
| 2018-12-01 | 131.003382053587 |
| 2019-01-01 | 131.553788300743 |
| 2019-02-01 | 131.696088629992 |
| 2019-03-01 | 132.213686873255 |
| 2019-04-01 | 132.383978461285 |
| 2019-05-01 | 132.425600961593 |
| 2019-06-01 | 132.080594947615 |
| 2019-07-01 | 131.596403554080 |
| 2019-08-01 | 131.813789120663 |
| 2019-09-01 | 131.458922681579 |
| 2019-10-01 | 131.459491491948 |
| 2019-11-01 | 131.567180447678 |
| 2019-12-01 | 131.928377260434 |
| 2020-01-01 | 132.095658366144 |
| 2020-02-01 | 132.005804646099 |
| 2020-03-01 | 131.837954545334 |
| 2020-04-01 | 115.080008410455 |
| 2020-05-01 | 112.743259539406 |
| 2020-06-01 | 116.864580267541 |
| 2020-07-01 | 117.853291636638 |
| 2020-08-01 | 119.313130926215 |
| 2020-09-01 | 120.929141441415 |
| 2020-10-01 | 121.881596566568 |
| 2020-11-01 | 122.138953306678 |
| 2020-12-01 | 122.497357683356 |
| 2021-01-01 | 122.566566169389 |
| 2021-02-01 | 123.191590796490 |
| 2021-03-01 | 123.485114309846 |
| 2021-04-01 | 122.341350804724 |
| 2021-05-01 | 121.901622251447 |
| 2021-06-01 | 122.992554656947 |
| 2021-07-01 | 121.587008100822 |
| 2021-08-01 | 120.982174985642 |
| 2021-09-01 | 121.831069727406 |
| 2021-10-01 | 122.025253404161 |
| 2021-11-01 | 122.065503617919 |
| 2021-12-01 | 121.397212204115 |
| 2022-01-01 | 122.356999322442 |
| 2022-02-01 | 122.594808375570 |
| 2022-03-01 | 122.581282343048 |
| 2022-04-01 | 123.783122088945 |
| 2022-05-01 | 123.912650005252 |
| 2022-06-01 | 123.581980056607 |
| 2022-07-01 | 123.876207512275 |
| 2022-08-01 | 124.026453182356 |
| 2022-09-01 | 124.484747211086 |
| 2022-10-01 | 125.263464559625 |
| 2022-11-01 | 125.859281991917 |
| 2022-12-01 | 126.701007441930 |
| 2023-01-01 | 126.777717720535 |
| 2023-02-01 | 126.786414588341 |
| 2023-03-01 | 126.452420876461 |
| 2023-04-01 | 127.865655089130 |
| 2023-05-01 | 128.484797433291 |
| 2023-06-01 | 128.830021149455 |
| 2023-07-01 | 129.917468817349 |
| 2023-08-01 | 130.203418907316 |
| 2023-09-01 | 130.102198466258 |
| 2023-10-01 | 130.378029168027 |
| 2023-11-01 | 130.501793777041 |
| 2023-12-01 | 131.200428378447 |
| 2024-01-01 | 131.298296114577 |
| 2024-02-01 | 131.750956788064 |
| 2024-03-01 | 132.565630782219 |
| 2024-04-01 | 133.064941326693 |
| 2024-05-01 | 133.345430264304 |
| 2024-06-01 | 133.704218737379 |
| 2024-07-01 | 134.722172322572 |
| 2024-08-01 | 135.877665747639 |
| 2024-09-01 | 135.240889865790 |
| 2024-10-01 | 135.113054099993 |
| 2024-11-01 | 135.974792867327 |
| 2024-12-01 | 135.979184698785 |
| 2025-01-01 | 136.578469106353 |
| 2025-02-01 | 137.359548425057 |
| 2025-03-01 | 137.650304939782 |
| 2025-04-01 | 137.991702561544 |
| 2025-05-01 | 138.226002422378 |
| 2025-06-01 | 138.683361508389 |
| 2025-07-01 | 139.071138544394 |
| 2025-08-01 | 139.902453054099 |
| 2025-09-01 | 138.718306042476 |
| 2025-10-01 | 137.899454170521 |
| 2025-11-01 | 138.595011724629 |
| 2025-12-01 | 138.941775329192 |
| 2026-01-01 | 139.234510877494 |
| 2026-02-01 | 139.217575811771 |
| 2026-03-01 | 139.106613271552 |
| 2026-04-01 | 138.982213623629 |
| 2026-05-01 | 138.932365558311 |
| 2026-06-01 | 139.356354205966 |
| 2026-07-01 | 138.097738135600 |