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 2024-12-01
Last Updated 2025-01-29 5:45 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
1990-01-01 101.10087191853100
1990-02-01 101.29090293746401
1990-03-01 101.34698088990900
1990-04-01 101.25835531840400
1990-05-01 101.62519058700799
1990-06-01 102.19858507594101
1990-07-01 102.24872158301201
1990-08-01 102.45444923152300
1990-09-01 102.75101809300101
1990-10-01 102.61870548738100
1990-11-01 102.79534864075100
1990-12-01 103.20743839227200
1991-01-01 101.64229033680000
1991-02-01 102.15780404836300
1991-03-01 102.72070907555900
1991-04-01 102.79271819447300
1991-05-01 102.72624552156000
1991-06-01 103.33258730396200
1991-07-01 102.77761286300800
1991-08-01 102.71131927843300
1991-09-01 103.72709733930999
1991-10-01 104.91635128983600
1991-11-01 105.40510013224501
1991-12-01 105.82854666523400
1992-01-01 106.40977314939400
1992-02-01 106.58957974680500
1992-03-01 106.57711977196500
1992-04-01 107.38724358802500
1992-05-01 107.51408227117500
1992-06-01 107.21702457933800
1992-07-01 107.72153958447001
1992-08-01 107.61502842921000
1992-09-01 108.02235462293501
1992-10-01 107.52477069726801
1992-11-01 107.69471700868500
1992-12-01 108.19307686083401
1993-01-01 108.09947366978500
1993-02-01 107.98220888193100
1993-03-01 108.17926691900699
1993-04-01 108.23256439092400
1993-05-01 108.22719516363700
1993-06-01 108.11489174083799
1993-07-01 107.43905921215500
1993-08-01 107.53264418489200
1993-09-01 107.05764905568300
1993-10-01 108.42587374296600
1993-11-01 108.44599270798500
1993-12-01 108.38565498115300
1994-01-01 108.47290973574300
1994-02-01 109.48570006426901
1994-03-01 109.49922661027800
1994-04-01 108.98154950671301
1994-05-01 108.74607033258499
1994-06-01 109.67136929167900
1994-07-01 110.52630934135901
1994-08-01 110.38438607716499
1994-09-01 110.77268183800899
1994-10-01 110.10647529416900
1994-11-01 110.17353469785401
1994-12-01 110.08032397160000
1995-01-01 110.22632834793600
1995-02-01 110.39166309541900
1995-03-01 110.62049895701999
1995-04-01 111.27140037505100
1995-05-01 110.49970351187400
1995-06-01 111.37480172632601
1995-07-01 112.87222842726700
1995-08-01 113.11846978457899
1995-09-01 113.30302584295299
1995-10-01 113.90814004176000
1995-11-01 113.62921867345200
1995-12-01 114.33623124131300
1996-01-01 114.77977625601100
1996-02-01 115.52329376314400
1996-03-01 115.54869290767500
1996-04-01 115.68937510997700
1996-05-01 115.55405784321400
1996-06-01 115.72949155317100
1996-07-01 115.17894498063100
1996-08-01 115.07258788941999
1996-09-01 115.11205790023001
1996-10-01 114.55246554018700
1996-11-01 115.01502024886100
1996-12-01 115.27426422031401
1997-01-01 115.43603889359200
1997-02-01 115.17005689145100
1997-03-01 115.07250390281100
1997-04-01 114.90061182862699
1997-05-01 115.30003169977400
1997-06-01 115.16305073932900
1997-07-01 115.29419938553900
1997-08-01 115.53153598405599
1997-09-01 115.38528027346901
1997-10-01 115.31517016908800
1997-11-01 115.12013570885401
1997-12-01 115.04720114175000
1998-01-01 115.42234112552400
1998-02-01 114.81690078448200
1998-03-01 115.13809219405701
1998-04-01 113.97456890571699
1998-05-01 114.08500582034600
1998-06-01 114.31317158033200
1998-07-01 114.16333078861800
1998-08-01 113.78313694627200
1998-09-01 113.11002480391001
1998-10-01 113.43500812072000
1998-11-01 113.29874567976101
1998-12-01 113.21588348078200
1999-01-01 113.33604803328899
1999-02-01 114.11830956445000
1999-03-01 113.69013617841401
1999-04-01 114.14672047957200
1999-05-01 113.83108385428400
1999-06-01 114.11766244374400
1999-07-01 113.87143239357900
1999-08-01 113.36961362531800
1999-09-01 113.80752282007600
1999-10-01 114.72839595036699
1999-11-01 114.45082385922200
1999-12-01 114.51876465780100
2000-01-01 113.69989522686300
2000-02-01 114.49337602970900
2000-03-01 114.80019362337299
2000-04-01 115.10279035832501
2000-05-01 115.27178035351700
2000-06-01 115.50887977354799
2000-07-01 116.06229440797700
2000-08-01 116.55159886127300
2000-09-01 116.53935000445900
2000-10-01 116.28366378777700
2000-11-01 116.72224787169200
2000-12-01 116.38658467758100
2001-01-01 114.95161190088801
2001-02-01 115.62324462735100
2001-03-01 116.16478477834200
2001-04-01 116.55397011501900
2001-05-01 117.73662741034501
2001-06-01 118.46773307654900
2001-07-01 117.20680717561198
2001-08-01 117.35103826642201
2001-09-01 117.12055111281799
2001-10-01 116.83716840706400
2001-11-01 116.92462058967300
2001-12-01 116.90774753714500
2002-01-01 117.46677354289700
2002-02-01 117.50430145388100
2002-03-01 117.69775684282699
2002-04-01 118.25705824580800
2002-05-01 118.50636334914101
2002-06-01 119.14111320466900
2002-07-01 117.81336765899500
2002-08-01 117.61147882699301
2002-09-01 116.86433844388100
2002-10-01 117.36847255244699
2002-11-01 116.88663140005899
2002-12-01 117.03456306283400
2003-01-01 116.25711295139100
2003-02-01 116.33535246607799
2003-03-01 116.18039661425500
2003-04-01 115.13781943412701
2003-05-01 114.83498712601600
2003-06-01 114.73285476542802
2003-07-01 115.00188502408301
2003-08-01 115.06572991690900
2003-09-01 115.47456709942600
2003-10-01 114.99487016944900
2003-11-01 115.22583796456000
2003-12-01 114.20720626145001
2004-01-01 114.89541853244400
2004-02-01 115.08085199120000
2004-03-01 114.80618022818001
2004-04-01 115.45515617002100
2004-05-01 114.90617063728300
2004-06-01 114.67297677917999
2004-07-01 115.34684200031900
2004-08-01 115.20034371441099
2004-09-01 115.37199681806500
2004-10-01 115.51867221115700
2004-11-01 115.85676232294400
2004-12-01 115.58287462307800
2005-01-01 114.48386301585200
2005-02-01 115.31967118900700
2005-03-01 115.55169893003401
2005-04-01 117.27736350182501
2005-05-01 117.18211125555099
2005-06-01 116.76024988339500
2005-07-01 117.35917325095000
2005-08-01 117.91659217851699
2005-09-01 118.71004757130501
2005-10-01 119.25770257599301
2005-11-01 119.38315316583099
2005-12-01 119.98162368490401
2006-01-01 120.00688880031299
2006-02-01 120.08129026610300
2006-03-01 120.50143288786400
2006-04-01 119.70320924268700
2006-05-01 119.60281129564400
2006-06-01 120.00171785931500
2006-07-01 119.61217819774001
2006-08-01 119.74128682007000
2006-09-01 121.28079204988501
2006-10-01 119.66250431820900
2006-11-01 119.37306853664600
2006-12-01 120.22248472877001
2007-01-01 120.81320648102200
2007-02-01 121.27325825454700
2007-03-01 121.70308478773799
2007-04-01 121.29665960318200
2007-05-01 121.19839915294600
2007-06-01 121.70919567943199
2007-07-01 121.46486834448600
2007-08-01 121.59223688547800
2007-09-01 122.55616882202101
2007-10-01 122.44427766356500
2007-11-01 122.83340347849900
2007-12-01 122.78846984509000
2008-01-01 122.85333674292900
2008-02-01 122.67170422263099
2008-03-01 122.40148768125799
2008-04-01 122.64113932615999
2008-05-01 123.07773331801500
2008-06-01 123.08896175190901
2008-07-01 123.19630959744300
2008-08-01 123.20996994885000
2008-09-01 123.34086452048700
2008-10-01 122.93036656270300
2008-11-01 122.74387413516600
2008-12-01 122.48503727493200
2009-01-01 123.13924401786400
2009-02-01 123.40873190875601
2009-03-01 123.86108589552000
2009-04-01 124.00938573699601
2009-05-01 124.26222726030700
2009-06-01 125.33961081371500
2009-07-01 124.58590017085100
2009-08-01 124.68817687486500
2009-09-01 124.16268312408200
2009-10-01 123.79280752183200
2009-11-01 124.31836729792600
2009-12-01 124.24579799858000
2010-01-01 124.24464523903800
2010-02-01 124.46111882749300
2010-03-01 124.30295803633499
2010-04-01 124.33774683445299
2010-05-01 124.33728333758100
2010-06-01 124.54267276553600
2010-07-01 124.60931536149401
2010-08-01 124.25947845625900
2010-09-01 124.16369337688299
2010-10-01 125.05782189134300
2010-11-01 124.87523830422200
2010-12-01 124.76124965091900
2011-01-01 125.47123646939700
2011-02-01 125.27298160564301
2011-03-01 125.50522803850401
2011-04-01 126.57743228833799
2011-05-01 126.28402413378800
2011-06-01 126.03382129143900
2011-07-01 126.38954961236999
2011-08-01 127.00798243770399
2011-09-01 127.35905015772700
2011-10-01 127.81051049057100
2011-11-01 128.22844916301900
2011-12-01 128.43235379194000
2012-01-01 127.85993933717100
2012-02-01 128.03328512924102
2012-03-01 128.25698317419500
2012-04-01 128.86745778756500
2012-05-01 128.85745471486100
2012-06-01 129.11562154083500
2012-07-01 129.53489290003800
2012-08-01 129.80613409269000
2012-09-01 129.39261280811100
2012-10-01 129.59192418979800
2012-11-01 129.47690105011900
2012-12-01 129.67075423900000
2013-01-01 130.07089590671000
2013-02-01 130.08474657083400
2013-03-01 130.37038057359700
2013-04-01 130.09936300654200
2013-05-01 129.94663929086200
2013-06-01 129.62400570046000
2013-07-01 129.00174139685400
2013-08-01 129.44097186563200
2013-09-01 129.87713307554702
2013-10-01 129.21977149519898
2013-11-01 129.19046078769700
2013-12-01 129.14847522381100
2014-01-01 129.06599879792300
2014-02-01 129.57603710777000
2014-03-01 129.60555139836200
2014-04-01 128.98638003481800
2014-05-01 128.48702851152100
2014-06-01 128.77663917917400
2014-07-01 128.31159899030100
2014-08-01 128.53837325902100
2014-09-01 128.83618559736500
2014-10-01 129.09085204399798
2014-11-01 129.23852816605000
2014-12-01 129.23839736042999
2015-01-01 129.49216688230700
2015-02-01 129.48102852630500
2015-03-01 129.57064001871600
2015-04-01 129.15957149952100
2015-05-01 129.71379539799800
2015-06-01 129.89325379974800
2015-07-01 129.89279614659900
2015-08-01 132.06612934531700
2015-09-01 129.83191263034700
2015-10-01 131.61841323671700
2015-11-01 130.61130113227000
2015-12-01 130.88893829362100
2016-01-01 130.77653565194300
2016-02-01 131.11834201954800
2016-03-01 130.93161344189500
2016-04-01 131.42768376490600
2016-05-01 131.37820536818800
2016-06-01 131.43204319383800
2016-07-01 132.59452146630700
2016-08-01 132.03343290191100
2016-09-01 132.26179313831500
2016-10-01 131.94055687598600
2016-11-01 132.18669510284300
2016-12-01 132.14158133043100
2017-01-01 131.72364107620100
2017-02-01 131.63787663566400
2017-03-01 131.92467168216498
2017-04-01 131.97899896155198
2017-05-01 132.48958747243300
2017-06-01 132.63788908220200
2017-07-01 132.80634835871100
2017-08-01 132.78402520662800
2017-09-01 132.75985807542800
2017-10-01 132.29188280193100
2017-11-01 132.35785778224198
2017-12-01 131.94883950707200
2018-01-01 132.64880121032300
2018-02-01 132.72780344411500
2018-03-01 132.96958207979600
2018-04-01 132.95958367935600
2018-05-01 132.74542194593099
2018-06-01 132.64533806523600
2018-07-01 132.46737947177200
2018-08-01 131.79640505503000
2018-09-01 131.21928188502400
2018-10-01 131.30500715746000
2018-11-01 130.99692774060400
2018-12-01 130.96731865306600
2019-01-01 131.54679731127501
2019-02-01 131.68131665609300
2019-03-01 132.15122141160500
2019-04-01 132.38575860304800
2019-05-01 132.44185734008900
2019-06-01 131.99334986616700
2019-07-01 131.63660601579100
2019-08-01 131.97932270350600
2019-09-01 131.51047380776500
2019-10-01 131.47634119249400
2019-11-01 131.56203865334900
2019-12-01 131.84097344446800
2020-01-01 132.05325912194800
2020-02-01 131.93828986695800
2020-03-01 131.75708243134900
2020-04-01 115.07671706583200
2020-05-01 112.76943057778401
2020-06-01 116.71785555176201
2020-07-01 118.01215465793899
2020-08-01 119.58882880828500
2020-09-01 121.03587121856300
2020-10-01 121.89334586489500
2020-11-01 122.05378583674900
2020-12-01 122.32882604339399
2021-01-01 122.47213355184200
2021-02-01 123.07321149934700
2021-03-01 123.40496884816800
2021-04-01 122.33442228012400
2021-05-01 121.89458825941799
2021-06-01 122.78089200851200
2021-07-01 122.01450255008400
2021-08-01 121.42693544954300
2021-09-01 121.98993294958200
2021-10-01 121.99334531694299
2021-11-01 121.85324353601000
2021-12-01 121.10254637293200
2022-01-01 122.19673008903601
2022-02-01 122.41976327262400
2022-03-01 122.49467671108900
2022-04-01 123.78533191572500
2022-05-01 123.85481434832600
2022-06-01 123.31629307742399
2022-07-01 124.69543753149999
2022-08-01 124.70169372190300
2022-09-01 124.66709922524099
2022-10-01 125.14768451621000
2022-11-01 125.43235826385100
2022-12-01 126.20953958500000
2023-01-01 126.55431339029400
2023-02-01 126.58706771944300
2023-03-01 126.37677250787100
2023-04-01 126.88379718224300
2023-05-01 127.05033640152100
2023-06-01 127.58849911979300
2023-07-01 128.86556307309600
2023-08-01 128.78797334630198
2023-09-01 127.55009336686399
2023-10-01 127.24947464847400
2023-11-01 128.76820444326100
2023-12-01 128.73077758782000
2024-01-01 127.30294915795800
2024-02-01 128.73650662467600
2024-03-01 129.51165822526198
2024-04-01 129.70306239594402
2024-05-01 130.26100356856300
2024-06-01 131.14395910840400
2024-07-01 129.84524493823298
2024-08-01 129.80806912552000
2024-09-01 130.95259919027300
2024-10-01 130.74377829359000
2024-11-01 131.12246015100200
2024-12-01 131.44989500588500

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