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 2025-12-01 |
| Last Updated | 2026-01-28 2:49 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 | 101.100871919844 |
| 1990-02-01 | 101.290902927496 |
| 1990-03-01 | 101.346980867401 |
| 1990-04-01 | 101.258355291386 |
| 1990-05-01 | 101.625190569017 |
| 1990-06-01 | 102.198585075381 |
| 1990-07-01 | 102.248721633599 |
| 1990-08-01 | 102.454449250609 |
| 1990-09-01 | 102.751018186685 |
| 1990-10-01 | 102.618705478257 |
| 1990-11-01 | 102.795348613755 |
| 1990-12-01 | 103.207438359460 |
| 1991-01-01 | 101.642290314903 |
| 1991-02-01 | 102.157804123530 |
| 1991-03-01 | 102.720709013033 |
| 1991-04-01 | 102.792718118718 |
| 1991-05-01 | 102.726245446863 |
| 1991-06-01 | 103.332587270177 |
| 1991-07-01 | 102.777612981039 |
| 1991-08-01 | 102.711319288909 |
| 1991-09-01 | 103.727097570895 |
| 1991-10-01 | 104.916351275575 |
| 1991-11-01 | 105.405100095906 |
| 1991-12-01 | 105.828546632692 |
| 1992-01-01 | 106.409773100957 |
| 1992-02-01 | 106.589579878417 |
| 1992-03-01 | 106.577119615533 |
| 1992-04-01 | 107.387243382232 |
| 1992-05-01 | 107.514082026236 |
| 1992-06-01 | 107.217023958201 |
| 1992-07-01 | 107.721540588328 |
| 1992-08-01 | 107.615028605051 |
| 1992-09-01 | 108.022355249256 |
| 1992-10-01 | 107.524770889663 |
| 1992-11-01 | 107.694716536185 |
| 1992-12-01 | 108.193076763087 |
| 1993-01-01 | 108.099473417773 |
| 1993-02-01 | 107.982208873704 |
| 1993-03-01 | 108.179266509985 |
| 1993-04-01 | 108.232563961990 |
| 1993-05-01 | 108.227194734724 |
| 1993-06-01 | 108.114890616422 |
| 1993-07-01 | 107.439061276932 |
| 1993-08-01 | 107.532644728816 |
| 1993-09-01 | 107.057650124990 |
| 1993-10-01 | 108.425875742442 |
| 1993-11-01 | 108.445991340685 |
| 1993-12-01 | 108.385654148287 |
| 1994-01-01 | 108.472908577603 |
| 1994-02-01 | 109.485699239868 |
| 1994-03-01 | 109.499225618948 |
| 1994-04-01 | 108.981548839972 |
| 1994-05-01 | 108.746069935509 |
| 1994-06-01 | 109.671367870144 |
| 1994-07-01 | 110.526312993393 |
| 1994-08-01 | 110.384387832801 |
| 1994-09-01 | 110.772684148876 |
| 1994-10-01 | 110.106480214706 |
| 1994-11-01 | 110.173533771301 |
| 1994-12-01 | 110.080324126593 |
| 1995-01-01 | 110.226314934349 |
| 1995-02-01 | 110.391663239130 |
| 1995-03-01 | 110.620497277741 |
| 1995-04-01 | 111.271403705726 |
| 1995-05-01 | 110.499703410377 |
| 1995-06-01 | 111.374800501239 |
| 1995-07-01 | 112.872232324569 |
| 1995-08-01 | 113.118471616946 |
| 1995-09-01 | 113.303036149753 |
| 1995-10-01 | 113.908146327605 |
| 1995-11-01 | 113.629216793000 |
| 1995-12-01 | 114.336230450129 |
| 1996-01-01 | 114.779747644214 |
| 1996-02-01 | 115.523296025864 |
| 1996-03-01 | 115.548689227741 |
| 1996-04-01 | 115.689382370564 |
| 1996-05-01 | 115.554058393260 |
| 1996-06-01 | 115.729491147033 |
| 1996-07-01 | 115.178951094984 |
| 1996-08-01 | 115.072590451884 |
| 1996-09-01 | 115.112082165132 |
| 1996-10-01 | 114.552462158157 |
| 1996-11-01 | 115.015026270452 |
| 1996-12-01 | 115.274271251060 |
| 1997-01-01 | 115.435976152023 |
| 1997-02-01 | 115.170065838436 |
| 1997-03-01 | 115.072499202453 |
| 1997-04-01 | 114.900620241716 |
| 1997-05-01 | 115.300029140537 |
| 1997-06-01 | 115.163049839565 |
| 1997-07-01 | 115.294207296885 |
| 1997-08-01 | 115.531542582018 |
| 1997-09-01 | 115.385323945358 |
| 1997-10-01 | 115.315162259715 |
| 1997-11-01 | 115.120154817806 |
| 1997-12-01 | 115.047219917608 |
| 1998-01-01 | 115.422249405584 |
| 1998-02-01 | 114.816892732217 |
| 1998-03-01 | 115.138091035888 |
| 1998-04-01 | 113.974578851746 |
| 1998-05-01 | 114.084985354528 |
| 1998-06-01 | 114.313151741204 |
| 1998-07-01 | 114.163354071501 |
| 1998-08-01 | 113.783163055494 |
| 1998-09-01 | 113.110093307914 |
| 1998-10-01 | 113.435006230141 |
| 1998-11-01 | 113.298784376744 |
| 1998-12-01 | 113.215913623625 |
| 1999-01-01 | 113.335925203103 |
| 1999-02-01 | 114.118278522723 |
| 1999-03-01 | 113.690130171338 |
| 1999-04-01 | 114.146717185749 |
| 1999-05-01 | 113.831029459371 |
| 1999-06-01 | 114.117637113510 |
| 1999-07-01 | 113.871430745790 |
| 1999-08-01 | 113.369606697083 |
| 1999-09-01 | 113.807858052354 |
| 1999-10-01 | 114.728351361854 |
| 1999-11-01 | 114.450826248918 |
| 1999-12-01 | 114.518763006022 |
| 2000-01-01 | 113.699748181079 |
| 2000-02-01 | 114.493298895005 |
| 2000-03-01 | 114.800177788657 |
| 2000-04-01 | 115.102780323080 |
| 2000-05-01 | 115.271710376596 |
| 2000-06-01 | 115.508873352224 |
| 2000-07-01 | 116.062294221356 |
| 2000-08-01 | 116.551575023209 |
| 2000-09-01 | 116.539955285656 |
| 2000-10-01 | 116.283552436376 |
| 2000-11-01 | 116.722172729851 |
| 2000-12-01 | 116.386491255515 |
| 2001-01-01 | 114.951410430696 |
| 2001-02-01 | 115.623124190564 |
| 2001-03-01 | 116.164772424050 |
| 2001-04-01 | 116.553995008383 |
| 2001-05-01 | 117.736626976518 |
| 2001-06-01 | 118.467904483816 |
| 2001-07-01 | 117.206833113921 |
| 2001-08-01 | 117.350983477623 |
| 2001-09-01 | 117.121366430052 |
| 2001-10-01 | 116.836934885851 |
| 2001-11-01 | 116.924049710800 |
| 2001-12-01 | 116.907536687127 |
| 2002-01-01 | 117.466568427887 |
| 2002-02-01 | 117.504199617149 |
| 2002-03-01 | 117.697854031656 |
| 2002-04-01 | 118.257315981750 |
| 2002-05-01 | 118.506541936079 |
| 2002-06-01 | 119.141788593038 |
| 2002-07-01 | 117.813426370416 |
| 2002-08-01 | 117.611337249122 |
| 2002-09-01 | 116.864913533139 |
| 2002-10-01 | 117.367939569715 |
| 2002-11-01 | 116.885401312770 |
| 2002-12-01 | 117.034104421298 |
| 2003-01-01 | 116.256813354735 |
| 2003-02-01 | 116.335209325813 |
| 2003-03-01 | 116.181378328906 |
| 2003-04-01 | 115.138289666135 |
| 2003-05-01 | 114.835408898243 |
| 2003-06-01 | 114.734230324686 |
| 2003-07-01 | 115.002352401140 |
| 2003-08-01 | 115.066106313264 |
| 2003-09-01 | 115.472900504010 |
| 2003-10-01 | 114.994921821799 |
| 2003-11-01 | 115.222213074751 |
| 2003-12-01 | 114.207128275370 |
| 2004-01-01 | 114.895385210331 |
| 2004-02-01 | 115.080829565034 |
| 2004-03-01 | 114.809016204283 |
| 2004-04-01 | 115.455752538987 |
| 2004-05-01 | 114.906714199240 |
| 2004-06-01 | 114.674832699557 |
| 2004-07-01 | 115.347633384449 |
| 2004-08-01 | 115.201157405907 |
| 2004-09-01 | 115.367745644459 |
| 2004-10-01 | 115.519267954697 |
| 2004-11-01 | 115.851048074156 |
| 2004-12-01 | 115.583212055356 |
| 2005-01-01 | 114.484138630035 |
| 2005-02-01 | 115.319858537928 |
| 2005-03-01 | 115.556480263633 |
| 2005-04-01 | 117.277996856351 |
| 2005-05-01 | 117.182700677362 |
| 2005-06-01 | 116.762223523435 |
| 2005-07-01 | 117.360239322231 |
| 2005-08-01 | 117.917896201344 |
| 2005-09-01 | 118.703171328564 |
| 2005-10-01 | 119.259138776274 |
| 2005-11-01 | 119.375411696641 |
| 2005-12-01 | 119.982633458723 |
| 2006-01-01 | 120.007706161782 |
| 2006-02-01 | 120.081860814920 |
| 2006-03-01 | 120.507658424713 |
| 2006-04-01 | 119.703823535311 |
| 2006-05-01 | 119.603193760443 |
| 2006-06-01 | 120.003295118388 |
| 2006-07-01 | 119.612891637163 |
| 2006-08-01 | 119.742205595130 |
| 2006-09-01 | 121.273069993664 |
| 2006-10-01 | 119.665453304824 |
| 2006-11-01 | 119.365487046792 |
| 2006-12-01 | 120.223387318296 |
| 2007-01-01 | 120.814059682055 |
| 2007-02-01 | 121.273920711825 |
| 2007-03-01 | 121.709390781466 |
| 2007-04-01 | 121.297059809607 |
| 2007-05-01 | 121.198477137296 |
| 2007-06-01 | 121.710016452607 |
| 2007-07-01 | 121.465153392788 |
| 2007-08-01 | 121.592744780905 |
| 2007-09-01 | 122.548461799229 |
| 2007-10-01 | 122.450185385923 |
| 2007-11-01 | 122.825813853548 |
| 2007-12-01 | 122.789254589726 |
| 2008-01-01 | 122.854123339942 |
| 2008-02-01 | 122.672306973227 |
| 2008-03-01 | 122.406782104514 |
| 2008-04-01 | 122.641181335902 |
| 2008-05-01 | 123.077386651046 |
| 2008-06-01 | 123.088802069715 |
| 2008-07-01 | 123.195826545869 |
| 2008-08-01 | 123.209521291814 |
| 2008-09-01 | 123.335459383962 |
| 2008-10-01 | 122.938354994065 |
| 2008-11-01 | 122.738423656008 |
| 2008-12-01 | 122.484989616431 |
| 2009-01-01 | 123.139490304771 |
| 2009-02-01 | 123.408987781918 |
| 2009-03-01 | 123.864210702833 |
| 2009-04-01 | 124.009153847837 |
| 2009-05-01 | 124.261680179553 |
| 2009-06-01 | 125.338824158271 |
| 2009-07-01 | 124.584980837544 |
| 2009-08-01 | 124.687172806446 |
| 2009-09-01 | 124.160054543917 |
| 2009-10-01 | 123.801468504643 |
| 2009-11-01 | 124.314960519523 |
| 2009-12-01 | 124.245102543318 |
| 2010-01-01 | 124.244408243178 |
| 2010-02-01 | 124.461000851768 |
| 2010-03-01 | 124.303859740353 |
| 2010-04-01 | 124.337401612119 |
| 2010-05-01 | 124.336685947822 |
| 2010-06-01 | 124.541767995506 |
| 2010-07-01 | 124.608264937684 |
| 2010-08-01 | 124.258052610609 |
| 2010-09-01 | 124.163472628944 |
| 2010-10-01 | 125.065857029863 |
| 2010-11-01 | 124.873895270452 |
| 2010-12-01 | 124.759914457017 |
| 2011-01-01 | 125.470484783550 |
| 2011-02-01 | 125.272442389107 |
| 2011-03-01 | 125.504789338004 |
| 2011-04-01 | 126.577078069068 |
| 2011-05-01 | 126.283625395838 |
| 2011-06-01 | 126.033161776306 |
| 2011-07-01 | 126.389098418281 |
| 2011-08-01 | 127.006867219983 |
| 2011-09-01 | 127.359181474943 |
| 2011-10-01 | 127.817153891840 |
| 2011-11-01 | 128.227383154421 |
| 2011-12-01 | 128.431216686285 |
| 2012-01-01 | 127.859208003836 |
| 2012-02-01 | 128.032677150211 |
| 2012-03-01 | 128.256538995283 |
| 2012-04-01 | 128.866891659012 |
| 2012-05-01 | 128.857493169434 |
| 2012-06-01 | 129.115532425917 |
| 2012-07-01 | 129.535545110334 |
| 2012-08-01 | 129.804535308965 |
| 2012-09-01 | 129.392027656645 |
| 2012-10-01 | 129.595825767170 |
| 2012-11-01 | 129.476591417462 |
| 2012-12-01 | 129.670231417241 |
| 2013-01-01 | 130.070564990768 |
| 2013-02-01 | 130.084432910823 |
| 2013-03-01 | 130.370224194845 |
| 2013-04-01 | 130.098726878016 |
| 2013-05-01 | 129.947152303665 |
| 2013-06-01 | 129.624434281364 |
| 2013-07-01 | 129.003277736068 |
| 2013-08-01 | 129.438733728603 |
| 2013-09-01 | 129.875654162982 |
| 2013-10-01 | 129.220726624033 |
| 2013-11-01 | 129.190897793494 |
| 2013-12-01 | 129.148669814626 |
| 2014-01-01 | 129.066228351303 |
| 2014-02-01 | 129.576214339939 |
| 2014-03-01 | 129.605846156867 |
| 2014-04-01 | 128.985706118192 |
| 2014-05-01 | 128.487878190301 |
| 2014-06-01 | 128.777436504144 |
| 2014-07-01 | 128.313582892790 |
| 2014-08-01 | 128.535216593649 |
| 2014-09-01 | 128.833473325541 |
| 2014-10-01 | 129.090373477427 |
| 2014-11-01 | 129.239358487129 |
| 2014-12-01 | 129.239666339478 |
| 2015-01-01 | 129.492839140605 |
| 2015-02-01 | 129.481632236456 |
| 2015-03-01 | 129.571282279447 |
| 2015-04-01 | 129.159111696239 |
| 2015-05-01 | 129.714733782869 |
| 2015-06-01 | 129.893994014672 |
| 2015-07-01 | 129.894485280920 |
| 2015-08-01 | 132.062464319393 |
| 2015-09-01 | 129.828573966165 |
| 2015-10-01 | 131.617184040793 |
| 2015-11-01 | 130.611584180784 |
| 2015-12-01 | 130.890563233547 |
| 2016-01-01 | 130.777237309242 |
| 2016-02-01 | 131.119576139057 |
| 2016-03-01 | 130.933455862312 |
| 2016-04-01 | 131.428645932733 |
| 2016-05-01 | 131.380284519065 |
| 2016-06-01 | 131.433167466028 |
| 2016-07-01 | 132.595266364444 |
| 2016-08-01 | 132.028279873346 |
| 2016-09-01 | 132.256299600374 |
| 2016-10-01 | 131.937200724530 |
| 2016-11-01 | 132.185589738366 |
| 2016-12-01 | 132.143196015587 |
| 2017-01-01 | 131.724838790019 |
| 2017-02-01 | 131.641555529633 |
| 2017-03-01 | 131.931476328065 |
| 2017-04-01 | 131.981087387660 |
| 2017-05-01 | 132.494242256547 |
| 2017-06-01 | 132.639385643986 |
| 2017-07-01 | 132.805423936868 |
| 2017-08-01 | 132.777606772728 |
| 2017-09-01 | 132.744681712505 |
| 2017-10-01 | 132.283778897561 |
| 2017-11-01 | 132.357286823267 |
| 2017-12-01 | 131.951376330967 |
| 2018-01-01 | 132.650198162628 |
| 2018-02-01 | 132.733251278036 |
| 2018-03-01 | 132.993680197773 |
| 2018-04-01 | 132.957321031744 |
| 2018-05-01 | 132.743912143396 |
| 2018-06-01 | 132.691243847075 |
| 2018-07-01 | 132.459029518706 |
| 2018-08-01 | 131.734004840308 |
| 2018-09-01 | 131.193575449798 |
| 2018-10-01 | 131.292353162047 |
| 2018-11-01 | 130.996990358816 |
| 2018-12-01 | 131.000452050411 |
| 2019-01-01 | 131.551811446972 |
| 2019-02-01 | 131.692013550526 |
| 2019-03-01 | 132.194694560371 |
| 2019-04-01 | 132.379028949315 |
| 2019-05-01 | 132.428618907876 |
| 2019-06-01 | 132.091616217812 |
| 2019-07-01 | 131.605848326106 |
| 2019-08-01 | 131.844392209517 |
| 2019-09-01 | 131.461804977630 |
| 2019-10-01 | 131.454773406044 |
| 2019-11-01 | 131.566458845313 |
| 2019-12-01 | 131.916115456430 |
| 2020-01-01 | 132.082220072213 |
| 2020-02-01 | 131.986491543490 |
| 2020-03-01 | 131.804012764925 |
| 2020-04-01 | 115.066950596798 |
| 2020-05-01 | 112.742462752799 |
| 2020-06-01 | 116.877434848736 |
| 2020-07-01 | 117.939305567700 |
| 2020-08-01 | 119.356729662200 |
| 2020-09-01 | 120.930473116540 |
| 2020-10-01 | 121.869462165869 |
| 2020-11-01 | 122.124067031495 |
| 2020-12-01 | 122.463416774630 |
| 2021-01-01 | 122.528379722735 |
| 2021-02-01 | 123.144405958438 |
| 2021-03-01 | 123.433049004438 |
| 2021-04-01 | 122.319920428222 |
| 2021-05-01 | 121.889454579430 |
| 2021-06-01 | 123.013074133177 |
| 2021-07-01 | 121.839794987930 |
| 2021-08-01 | 121.049284867698 |
| 2021-09-01 | 121.841256827718 |
| 2021-10-01 | 121.984369399471 |
| 2021-11-01 | 122.004747268848 |
| 2021-12-01 | 121.335747940864 |
| 2022-01-01 | 122.259359541103 |
| 2022-02-01 | 122.503737621431 |
| 2022-03-01 | 122.509885177118 |
| 2022-04-01 | 123.741786067206 |
| 2022-05-01 | 123.886806012495 |
| 2022-06-01 | 123.627115001263 |
| 2022-07-01 | 124.401973747102 |
| 2022-08-01 | 124.153941888391 |
| 2022-09-01 | 124.464531948243 |
| 2022-10-01 | 125.180588112354 |
| 2022-11-01 | 125.696457708307 |
| 2022-12-01 | 126.586512263731 |
| 2023-01-01 | 126.606727524241 |
| 2023-02-01 | 126.647424512960 |
| 2023-03-01 | 126.368731038643 |
| 2023-04-01 | 127.812143980157 |
| 2023-05-01 | 128.455582036678 |
| 2023-06-01 | 128.922120784738 |
| 2023-07-01 | 130.748984822364 |
| 2023-08-01 | 130.430099996409 |
| 2023-09-01 | 130.038727499317 |
| 2023-10-01 | 130.216174480211 |
| 2023-11-01 | 130.205118528595 |
| 2023-12-01 | 131.025235851942 |
| 2024-01-01 | 131.045170303790 |
| 2024-02-01 | 131.574031183435 |
| 2024-03-01 | 132.480373966164 |
| 2024-04-01 | 132.797554187811 |
| 2024-05-01 | 133.324644323414 |
| 2024-06-01 | 133.669641311205 |
| 2024-07-01 | 135.452256568762 |
| 2024-08-01 | 135.809137018675 |
| 2024-09-01 | 134.698058551920 |
| 2024-10-01 | 134.864825431875 |
| 2024-11-01 | 135.533019457175 |
| 2024-12-01 | 134.939868704160 |
| 2025-01-01 | 135.658928333753 |
| 2025-02-01 | 135.767363011639 |
| 2025-03-01 | 135.363525396165 |
| 2025-04-01 | 135.338021222028 |
| 2025-05-01 | 134.814248106837 |
| 2025-06-01 | 136.114195991269 |
| 2025-07-01 | 134.292389261845 |
| 2025-08-01 | 133.900555111330 |
| 2025-09-01 | 134.506783827118 |
| 2025-10-01 | 134.174206549864 |
| 2025-11-01 | 134.371333085886 |
| 2025-12-01 | 134.572986796731 |