Federal Reserve Economic Data

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 2024-10-01
Last Updated 2024-11-20 5:22 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
1990-01-01 101.10087191893200
1990-02-01 101.29090293797300
1990-03-01 101.34698089036699
1990-04-01 101.25835531871799
1990-05-01 101.62519058716900
1990-06-01 102.19858507596600
1990-07-01 102.24872158320300
1990-08-01 102.45444923134300
1990-09-01 102.75101809125000
1990-10-01 102.61870548712000
1990-11-01 102.79534864057200
1990-12-01 103.20743839227100
1991-01-01 101.64229033701300
1991-02-01 102.15780405063800
1991-03-01 102.72070907566700
1991-04-01 102.79271819433599
1991-05-01 102.72624552120199
1991-06-01 103.33258730355101
1991-07-01 102.77761286322000
1991-08-01 102.71131927818500
1991-09-01 103.72709733741199
1991-10-01 104.91635128970400
1991-11-01 105.40510013213600
1991-12-01 105.82854666526899
1992-01-01 106.40977314961799
1992-02-01 106.58957975130300
1992-03-01 106.57711977224702
1992-04-01 107.38724358819401
1992-05-01 107.51408227010100
1992-06-01 107.21702457580500
1992-07-01 107.72153958580499
1992-08-01 107.61502842894400
1992-09-01 108.02235462040100
1992-10-01 107.52477069658800
1992-11-01 107.69471700616100
1992-12-01 108.19307686117200
1993-01-01 108.09947367121201
1993-02-01 107.98220889081900
1993-03-01 108.17926692214100
1993-04-01 108.23256439353202
1993-05-01 108.22719516264500
1993-06-01 108.11489173339700
1993-07-01 107.43905921153200
1993-08-01 107.53264417942499
1993-09-01 107.05764904656999
1993-10-01 108.42587375076900
1993-11-01 108.44599269861901
1993-12-01 108.38565498102000
1994-01-01 108.47290974141000
1994-02-01 109.48570008063801
1994-03-01 109.49922662101000
1994-04-01 108.98154951397699
1994-05-01 108.74607033099001
1994-06-01 109.67136927805500
1994-07-01 110.52630933572901
1994-08-01 110.38438606467399
1994-09-01 110.77268182093701
1994-10-01 110.10647530662300
1994-11-01 110.17353467175900
1994-12-01 110.08032395408800
1995-01-01 110.22632840278200
1995-02-01 110.39166308765900
1995-03-01 110.62049900867100
1995-04-01 111.27140042000200
1995-05-01 110.49970348583600
1995-06-01 111.37480169004401
1995-07-01 112.87222840134100
1995-08-01 113.11846974991700
1995-09-01 113.30302581416402
1995-10-01 113.90814004920401
1995-11-01 113.62921863023600
1995-12-01 114.33623121509700
1996-01-01 114.77977638374500
1996-02-01 115.52329379744600
1996-03-01 115.54869301770000
1996-04-01 115.68937519108800
1996-05-01 115.55405776289000
1996-06-01 115.72949144653299
1996-07-01 115.17894487013600
1996-08-01 115.07258781339199
1996-09-01 115.11205778150999
1996-10-01 114.55246570686200
1996-11-01 115.01502016378700
1996-12-01 115.27426420789699
1997-01-01 115.43603915313100
1997-02-01 115.17005702279499
1997-03-01 115.07250407996600
1997-04-01 114.90061190105301
1997-05-01 115.30003148959900
1997-06-01 115.16305048975599
1997-07-01 115.29419915202601
1997-08-01 115.53153586370600
1997-09-01 115.38528008379900
1997-10-01 115.31517052403000
1997-11-01 115.12013556851900
1997-12-01 115.04720107809901
1998-01-01 115.42234143206300
1998-02-01 114.81690181824499
1998-03-01 115.13809227100599
1998-04-01 113.97456887010000
1998-05-01 114.08500524246100
1998-06-01 114.31317056228800
1998-07-01 114.16333058033399
1998-08-01 113.78313695606899
1998-09-01 113.11002470208200
1998-10-01 113.43500875641800
1998-11-01 113.29874555602301
1998-12-01 113.21588341611900
1999-01-01 113.33604844183000
1999-02-01 114.11831153402399
1999-03-01 113.69013621981001
1999-04-01 114.14672036776399
1999-05-01 113.83108293221900
1999-06-01 114.11765952591401
1999-07-01 113.87143203938601
1999-08-01 113.36961344132500
1999-09-01 113.80752506640100
1999-10-01 114.72839635934200
1999-11-01 114.45082356088699
1999-12-01 114.51876449937800
2000-01-01 113.69989564859699
2000-02-01 114.49337895731700
2000-03-01 114.80019358431100
2000-04-01 115.10279008397700
2000-05-01 115.27177891895201
2000-06-01 115.50887467312100
2000-07-01 116.06229370394500
2000-08-01 116.55159841276199
2000-09-01 116.53935491037800
2000-10-01 116.28366450054500
2000-11-01 116.72224821349200
2000-12-01 116.38658462056299
2001-01-01 114.95161322183500
2001-02-01 115.62324814121200
2001-03-01 116.16478440228100
2001-04-01 116.55396863693501
2001-05-01 117.73662424593200
2001-06-01 118.46772114814300
2001-07-01 117.20680606487801
2001-08-01 117.35103887716600
2001-09-01 117.12056128925200
2001-10-01 116.83717237372100
2001-11-01 116.92462573571800
2001-12-01 116.90774915884800
2002-01-01 117.46677482761300
2002-02-01 117.50430377981701
2002-03-01 117.69775262619600
2002-04-01 118.25705231945400
2002-05-01 118.50635391388501
2002-06-01 119.14109199234699
2002-07-01 117.81336599304200
2002-08-01 117.61148351497600
2002-09-01 116.86435671549400
2002-10-01 117.36848613454201
2002-11-01 116.88664642484801
2002-12-01 117.03456932060400
2003-01-01 116.25711528946100
2003-02-01 116.33535344236601
2003-03-01 116.18038035482799
2003-04-01 115.13780659651900
2003-05-01 114.83496754354500
2003-06-01 114.73281574728901
2003-07-01 115.00186567818800
2003-08-01 115.06571317352200
2003-09-01 115.47467991878800
2003-10-01 114.99486003694000
2003-11-01 115.22590711715598
2003-12-01 114.20719622142299
2004-01-01 114.89540802189100
2004-02-01 115.08084296927600
2004-03-01 114.80614173954800
2004-04-01 115.45513573019800
2004-05-01 114.90614094227699
2004-06-01 114.67292587802700
2004-07-01 115.34680660745300
2004-08-01 115.20030825312300
2004-09-01 115.37220448992399
2004-10-01 115.51864122521299
2004-11-01 115.85688632763300
2004-12-01 115.58284749954100
2005-01-01 114.48383858715499
2005-02-01 115.31964986745199
2005-03-01 115.55163657100799
2005-04-01 117.27733464827699
2005-05-01 117.18207305532101
2005-06-01 116.76018944301201
2005-07-01 117.35912284517299
2005-08-01 117.91653678142401
2005-09-01 118.71035683718600
2005-10-01 119.25764560140900
2005-11-01 119.38333335481600
2005-12-01 119.98157362141400
2006-01-01 120.00684535491101
2006-02-01 120.08125282212099
2006-03-01 120.50135042578100
2006-04-01 119.70317473900299
2006-05-01 119.60277060565399
2006-06-01 120.00166231324900
2006-07-01 119.61213137482400
2006-08-01 119.74123714646700
2006-09-01 121.28111235462800
2006-10-01 119.66245223988800
2006-11-01 119.37324986498200
2006-12-01 120.22243237388201
2007-01-01 120.81315917663900
2007-02-01 121.27321539785900
2007-03-01 121.70299883807100
2007-04-01 121.29662438208800
2007-05-01 121.19836193532100
2007-06-01 121.70914784717300
2007-07-01 121.46482345374201
2007-08-01 121.59218541671900
2007-09-01 122.55649086705700
2007-10-01 122.44421711434000
2007-11-01 122.83358145867099
2007-12-01 122.78840987298500
2008-01-01 122.85328598800501
2008-02-01 122.67165912009500
2008-03-01 122.40141219676900
2008-04-01 122.64111004342699
2008-05-01 123.07770709669201
2008-06-01 123.08893353039801
2008-07-01 123.19628376107700
2008-08-01 123.20994101166401
2008-09-01 123.34109077610200
2008-10-01 122.93033028114799
2008-11-01 122.74399354333000
2008-12-01 122.48499438438600
2009-01-01 123.13920644547200
2009-02-01 123.40869609323200
2009-03-01 123.86103369993299
2009-04-01 124.00936395566500
2009-05-01 124.26221194884600
2009-06-01 125.33959681732401
2009-07-01 124.58589095087800
2009-08-01 124.68816740903300
2009-09-01 124.16280868676300
2009-10-01 123.79279348677300
2009-11-01 124.31842951754601
2009-12-01 124.24577272713300
2010-01-01 124.24462235561899
2010-02-01 124.46109494742500
2010-03-01 124.30293107436300
2010-04-01 124.33773326073799
2010-05-01 124.33727692488701
2010-06-01 124.54267054483000
2010-07-01 124.60932058238300
2010-08-01 124.25949011954701
2010-09-01 124.16371615018500
2010-10-01 125.05783427169399
2010-11-01 124.87524562329500
2010-12-01 124.76124697285800
2011-01-01 125.47123062436100
2011-02-01 125.27297288413400
2011-03-01 125.50521928901800
2011-04-01 126.57742444491801
2011-05-01 126.28402060371599
2011-06-01 126.03382015056499
2011-07-01 126.38954724503500
2011-08-01 127.00798853579100
2011-09-01 127.35906495784799
2011-10-01 127.81051559159000
2011-11-01 128.22845097218800
2011-12-01 128.43235131988600
2012-01-01 127.85993638551600
2012-02-01 128.03328178049100
2012-03-01 128.25697911451900
2012-04-01 128.86745839409900
2012-05-01 128.85744934959800
2012-06-01 129.11561733664100
2012-07-01 129.53487882736400
2012-08-01 129.80615323721000
2012-09-01 129.39263044834200
2012-10-01 129.59192566511200
2012-11-01 129.47689828006100
2012-12-01 129.67075105841900
2013-01-01 130.07089209336002
2013-02-01 130.08474337551800
2013-03-01 130.37037603190000
2013-04-01 130.09936837009900
2013-05-01 129.94662923958300
2013-06-01 129.62399802071000
2013-07-01 129.00171759835100
2013-08-01 129.44100792372600
2013-09-01 129.87715902090300
2013-10-01 129.21977355085900
2013-11-01 129.19045571204100
2013-12-01 129.14846942307900
2014-01-01 129.06599196484600
2014-02-01 129.57603064541100
2014-03-01 129.60554390057800
2014-04-01 128.98638920836600
2014-05-01 128.48701425326300
2014-06-01 128.77662752448300
2014-07-01 128.31156925414600
2014-08-01 128.53842436889200
2014-09-01 128.83621587618998
2014-10-01 129.09087797902200
2014-11-01 129.23851113144500
2014-12-01 129.23835517190500
2015-01-01 129.49214569112500
2015-02-01 129.48101436430400
2015-03-01 129.57064083052200
2015-04-01 129.15961310524298
2015-05-01 129.71383018971702
2015-06-01 129.89328820407700
2015-07-01 129.89278525096600
2015-08-01 132.06615870225900
2015-09-01 129.83186837372400
2015-10-01 131.61835914091400
2015-11-01 130.61118421827900
2015-12-01 130.88882627872900
2016-01-01 130.77654101318000
2016-02-01 131.11842141217600
2016-03-01 130.93175448602300
2016-04-01 131.42788967875998
2016-05-01 131.37838222156300
2016-06-01 131.43213724480400
2016-07-01 132.59445277192000
2016-08-01 132.03328193015800
2016-09-01 132.26146635009300
2016-10-01 131.94022848461900
2016-11-01 132.18636956462800
2016-12-01 132.14144277386900
2017-01-01 131.72385965198600
2017-02-01 131.63829301966600
2017-03-01 131.92516250418900
2017-04-01 131.97947805845300
2017-05-01 132.48991722319100
2017-06-01 132.63801671513300
2017-07-01 132.80629622552700
2017-08-01 132.78397355324600
2017-09-01 132.75872607703100
2017-10-01 132.29002504036000
2017-11-01 132.35768118835200
2017-12-01 131.94876370585400
2018-01-01 132.64887093168400
2018-02-01 132.72785027977000
2018-03-01 132.97449941104800
2018-04-01 132.95977568425900
2018-05-01 132.74415322133800
2018-06-01 132.64563335800600
2018-07-01 132.46751062558600
2018-08-01 131.79640561565100
2018-09-01 131.21705958403200
2018-10-01 131.30106339364600
2018-11-01 130.99599800756400
2018-12-01 130.96897089022300
2019-01-01 131.54609969654200
2019-02-01 131.68070601170402
2019-03-01 132.16077953358200
2019-04-01 132.38665376269400
2019-05-01 132.44053639504600
2019-06-01 131.99161852210300
2019-07-01 131.63810992447700
2019-08-01 131.97966328948200
2019-09-01 131.50657260429400
2019-10-01 131.46925612080900
2019-11-01 131.55951228770200
2019-12-01 131.84402548960400
2020-01-01 132.05189352592600
2020-02-01 131.93704821212200
2020-03-01 131.77124921259500
2020-04-01 115.07841989881300
2020-05-01 112.76823117490100
2020-06-01 116.71389767021499
2020-07-01 118.01837872901301
2020-08-01 119.60395737373900
2020-09-01 121.01818499162701
2020-10-01 121.87185305979601
2020-11-01 122.05213725803600
2020-12-01 122.33510529745300
2021-01-01 122.47062414790600
2021-02-01 123.07357463514600
2021-03-01 123.42008357933300
2021-04-01 122.33889076706200
2021-05-01 121.89654013492300
2021-06-01 122.77924473763800
2021-07-01 122.02742761995898
2021-08-01 121.45802470050900
2021-09-01 121.95696498104500
2021-10-01 121.94120384022499
2021-11-01 121.84966895489100
2021-12-01 121.11615879445999
2022-01-01 122.19850537369899
2022-02-01 122.42334994041900
2022-03-01 122.51246760253200
2022-04-01 123.79343935718799
2022-05-01 123.86095628806500
2022-06-01 123.32119662118500
2022-07-01 124.71488140087901
2022-08-01 124.74837880902900
2022-09-01 124.61575631955799
2022-10-01 125.05577170615400
2022-11-01 125.42366407337400
2022-12-01 126.24186775213700
2023-01-01 126.56015184670900
2023-02-01 126.59499820712601
2023-03-01 126.39430900731900
2023-04-01 126.89660407806400
2023-05-01 127.06345723964701
2023-06-01 127.60149441319800
2023-07-01 128.88926226177600
2023-08-01 128.83899659313900
2023-09-01 127.48828135095100
2023-10-01 127.12044168464700
2023-11-01 128.75012483043400
2023-12-01 128.78888037889600
2024-01-01 127.31370833901300
2024-02-01 128.74799364353700
2024-03-01 129.52749787358700
2024-04-01 129.71910248100500
2024-05-01 130.27808890341400
2024-06-01 131.16192881939500
2024-07-01 129.87141514592400
2024-08-01 129.86507394457100
2024-09-01 130.87638588849800
2024-10-01 130.78078881279100

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