Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Muskegon, MI (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Muskegon, MI (MSA)
Series ID MUSK726EDUH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-12-01
Last Updated 2025-01-29 4:51 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 6.1190792714939300
1990-02-01 6.0994480553365300
1990-03-01 6.1199790942156190
1990-04-01 6.1912626249234700
1990-05-01 6.0584445536318805
1990-06-01 6.2368112157544410
1990-07-01 6.2615304418408000
1990-08-01 6.2620965295233610
1990-09-01 6.2853687024830990
1990-10-01 6.2866274333487300
1990-11-01 6.4861744913334300
1990-12-01 6.3961119803126500
1991-01-01 6.3199749041694700
1991-02-01 6.2987822329133300
1991-03-01 6.3166634434914200
1991-04-01 6.3891109897388210
1991-05-01 6.3548877487234500
1991-06-01 6.4500092590423390
1991-07-01 6.4628139160640890
1991-08-01 6.4666154268260705
1991-09-01 6.4872656804626390
1991-10-01 6.3731021634909910
1991-11-01 6.3795713707521200
1991-12-01 6.4000352101799910
1992-01-01 6.5220737944029900
1992-02-01 6.5968422842507690
1992-03-01 6.6116083606742190
1992-04-01 6.4942081836768310
1992-05-01 6.6495328350114210
1992-06-01 6.6719076237700400
1992-07-01 6.5619060368339100
1992-08-01 6.6719089340354100
1992-09-01 6.6859734732215190
1992-10-01 6.7452049241287900
1992-11-01 6.7668395981314800
1992-12-01 6.9094669423872490
1993-01-01 6.9245099668638900
1993-02-01 6.9921351062149400
1993-03-01 7.0085101696064610
1993-04-01 6.9996228804216690
1993-05-01 7.0433129412208610
1993-06-01 6.9954626031333210
1993-07-01 7.0682485399552000
1993-08-01 6.9816537405311205
1993-09-01 7.0828184707709800
1993-10-01 7.2114943165772400
1993-11-01 7.2501297962698600
1993-12-01 7.3167466190043000
1994-01-01 7.1364311054422400
1994-02-01 7.0968619279930305
1994-03-01 7.2090135376612100
1994-04-01 7.3123339723175500
1994-05-01 7.3336302554095100
1994-06-01 7.3108993268433400
1994-07-01 7.4724773069227300
1994-08-01 7.4999885191941500
1994-09-01 7.4786089032052300
1994-10-01 7.4793713162077500
1994-11-01 7.4257867443990895
1994-12-01 7.4196078804178290
1995-01-01 7.5576987322497200
1995-02-01 7.5132325873677700
1995-03-01 7.5175493630141100
1995-04-01 7.5227645067355295
1995-05-01 7.5203970187781000
1995-06-01 7.5017846749120000
1995-07-01 7.5650365964115700
1995-08-01 7.5999063806995600
1995-09-01 7.6668305815182400
1995-10-01 7.7690904337734406
1995-11-01 7.8103610867743400
1995-12-01 7.8159479771307700
1996-01-01 7.9868878501030010
1996-02-01 7.9395938397864600
1996-03-01 7.8329201505211510
1996-04-01 7.8266420769663300
1996-05-01 7.7978894731319300
1996-06-01 7.7682011747500400
1996-07-01 7.9677672400989605
1996-08-01 7.8982018317424900
1996-09-01 8.0611180028090700
1996-10-01 7.9763785665700100
1996-11-01 8.0056902730720000
1996-12-01 8.0069815514277300
1997-01-01 8.0198774881051400
1997-02-01 8.0695111547806100
1997-03-01 8.1566352604754900
1997-04-01 8.0299728271878300
1997-05-01 8.0726597561710400
1997-06-01 8.0136924452614200
1997-07-01 7.8585920675670100
1997-08-01 7.8751308132714700
1997-09-01 7.8515567862866800
1997-10-01 7.9090726319300595
1997-11-01 7.9230880716430500
1997-12-01 7.8974489731269500
1998-01-01 7.8442636364784800
1998-02-01 7.7943426513715000
1998-03-01 7.8750340244432100
1998-04-01 7.9363386348277000
1998-05-01 7.9501653486364010
1998-06-01 7.9626279940119810
1998-07-01 8.1598624001240890
1998-08-01 7.9481408784150100
1998-09-01 7.9573935415011710
1998-10-01 7.8405078011361390
1998-11-01 7.8364323705091390
1998-12-01 7.8867152690150500
1999-01-01 7.8634337739127300
1999-02-01 7.9175044218589905
1999-03-01 7.8934530993166700
1999-04-01 8.1314994103050500
1999-05-01 8.0366891069362100
1999-06-01 8.1278324582961700
1999-07-01 8.0384332280681110
1999-08-01 7.9122025319888500
1999-09-01 8.0628495282400700
1999-10-01 8.1724009349126500
1999-11-01 8.1538897558466900
1999-12-01 8.1872936251353800
2000-01-01 7.9705272399376000
2000-02-01 8.1274272805717300
2000-03-01 8.1057175886006600
2000-04-01 8.1235432716764410
2000-05-01 8.1287934131093900
2000-06-01 8.2237785553631400
2000-07-01 8.1129191690928210
2000-08-01 8.1844459005220700
2000-09-01 8.1781521965199400
2000-10-01 8.0901755170935600
2000-11-01 8.0667625467671700
2000-12-01 8.1914784751601800
2001-01-01 8.3793375950130410
2001-02-01 8.3199479029105490
2001-03-01 8.4153344030944200
2001-04-01 8.3132847575475100
2001-05-01 8.4299128102973310
2001-06-01 8.4447329850066900
2001-07-01 8.4835932587086700
2001-08-01 8.5646995746815100
2001-09-01 8.5852214486413600
2001-10-01 8.5993360286310700
2001-11-01 8.6696146426170100
2001-12-01 8.7079467378117600
2002-01-01 8.6858848353889300
2002-02-01 8.7036865541447490
2002-03-01 8.7091443442219300
2002-04-01 8.8084139758593110
2002-05-01 8.7305686233503900
2002-06-01 8.9818408780340380
2002-07-01 8.8637997322490100
2002-08-01 8.8517575061479900
2002-09-01 8.8939789649565010
2002-10-01 8.9882495133399300
2002-11-01 9.0537970814886980
2002-12-01 9.1210093288909900
2003-01-01 9.4040377710415000
2003-02-01 9.2901412144578200
2003-03-01 9.4067878201486000
2003-04-01 9.7008080876306000
2003-05-01 9.7280877911609000
2003-06-01 9.7227451037402700
2003-07-01 9.9552985237171700
2003-08-01 9.9479954135562000
2003-09-01 9.8968026949709900
2003-10-01 9.9617719087288100
2003-11-01 9.9277374827992220
2003-12-01 10.0322356932297000
2004-01-01 10.0220390974365000
2004-02-01 10.1892480953195000
2004-03-01 10.3081248695373000
2004-04-01 10.1048294834933010
2004-05-01 10.1360524413256990
2004-06-01 10.0589207113198000
2004-07-01 10.1501689754568000
2004-08-01 10.1382970781776000
2004-09-01 10.3001469370949990
2004-10-01 10.2207450641714000
2004-11-01 10.2991182515785000
2004-12-01 10.2327690187915010
2005-01-01 10.3351403929344000
2005-02-01 10.4931037408303020
2005-03-01 10.4122989404301000
2005-04-01 10.2202671048872000
2005-05-01 10.3582956897920000
2005-06-01 10.3796759324441990
2005-07-01 10.2552630468228010
2005-08-01 10.3343734482653020
2005-09-01 10.2834968293363000
2005-10-01 10.3827090700274010
2005-11-01 10.4804744410216000
2005-12-01 10.4286698124016000
2006-01-01 10.4362805280768020
2006-02-01 10.3038397969999000
2006-03-01 10.5098872896916990
2006-04-01 10.6397894590799020
2006-05-01 10.6799931841119000
2006-06-01 10.7859626210237000
2006-07-01 10.8731039962651000
2006-08-01 10.9359128273717000
2006-09-01 11.0819473577465000
2006-10-01 10.9462696577547000
2006-11-01 10.8591741264555000
2006-12-01 10.9104625252585000
2007-01-01 10.6430158701657000
2007-02-01 10.7053755369091980
2007-03-01 10.8044272636934000
2007-04-01 10.8608889374960000
2007-05-01 10.9111586272743000
2007-06-01 10.8822849445071980
2007-07-01 10.9863871183461000
2007-08-01 11.0435364227928010
2007-09-01 10.9725461757231990
2007-10-01 11.1253052163762990
2007-11-01 11.1530379340971000
2007-12-01 11.0761617218320000
2008-01-01 11.2546355863719000
2008-02-01 11.2042183998885020
2008-03-01 11.1927491818673990
2008-04-01 11.1796582612147990
2008-05-01 11.1381019848903020
2008-06-01 11.1765259405233000
2008-07-01 11.2012638065747000
2008-08-01 11.1508058113303030
2008-09-01 11.2787419729180000
2008-10-01 11.2184926702485000
2008-11-01 11.1530998174109000
2008-12-01 11.0335133291755000
2009-01-01 11.2672224332111000
2009-02-01 11.2874447038699000
2009-03-01 11.2726951687603000
2009-04-01 11.5054011970583010
2009-05-01 11.3662945127372000
2009-06-01 11.5683914761297000
2009-07-01 11.2142800721039000
2009-08-01 11.2630527692308000
2009-09-01 11.2703587179469020
2009-10-01 11.2242050590793010
2009-11-01 11.2526956677071000
2009-12-01 11.1876439281956000
2010-01-01 11.0831028434914000
2010-02-01 11.1810663017098000
2010-03-01 11.1577613111322000
2010-04-01 11.0235220741685980
2010-05-01 11.0812568131261990
2010-06-01 11.0387906459047000
2010-07-01 11.1366815679222000
2010-08-01 11.1769497722310990
2010-09-01 11.0664653754816980
2010-10-01 11.2292315457530000
2010-11-01 11.2383318382991980
2010-12-01 11.3433712264447000
2011-01-01 11.4188369213644000
2011-02-01 11.3889551981784010
2011-03-01 11.3550974030985000
2011-04-01 11.1387288493650980
2011-05-01 11.1820402736415010
2011-06-01 11.2095571354143000
2011-07-01 11.1446475402527000
2011-08-01 11.1828785431527000
2011-09-01 11.1653082664042000
2011-10-01 11.1368117046651010
2011-11-01 11.1379750175371000
2011-12-01 11.2210690199926000
2012-01-01 11.1271092852134020
2012-02-01 11.2045540009568000
2012-03-01 11.2664572272608010
2012-04-01 11.2470860805315990
2012-05-01 11.2712844956633020
2012-06-01 11.3705394566584000
2012-07-01 11.4565272530828000
2012-08-01 11.4882382092525000
2012-09-01 11.5726189787495000
2012-10-01 11.5384860758021990
2012-11-01 11.6285673698954020
2012-12-01 11.6084363840256000
2013-01-01 11.5401999660234000
2013-02-01 11.5169697044965000
2013-03-01 11.5800143429763000
2013-04-01 11.6562120843345000
2013-05-01 11.6590912446865980
2013-06-01 11.6329254124894000
2013-07-01 11.4474630189501000
2013-08-01 11.4905627799881990
2013-09-01 11.5810961778490000
2013-10-01 11.6460869343481000
2013-11-01 11.6394406944613000
2013-12-01 11.6280601531364010
2014-01-01 11.5197315726386000
2014-02-01 11.5154567910853000
2014-03-01 11.5947785938210990
2014-04-01 11.7613733246362000
2014-05-01 11.8506895511414000
2014-06-01 11.7967183605185980
2014-07-01 11.9478896273999000
2014-08-01 11.8981648168626000
2014-09-01 11.7864085053133000
2014-10-01 11.4636901234543000
2014-11-01 11.6477331305024000
2014-12-01 11.6490540434034990
2015-01-01 11.7989752331729000
2015-02-01 11.8098135132473000
2015-03-01 11.9064547165867000
2015-04-01 11.4681253517055990
2015-05-01 11.5607988693350000
2015-06-01 11.5875484708674000
2015-07-01 11.4127418770713010
2015-08-01 11.4777933798331000
2015-09-01 11.2883585576846990
2015-10-01 11.4838577783695000
2015-11-01 11.5615740017494000
2015-12-01 11.5741448718490000
2016-01-01 11.4549749519450000
2016-02-01 11.4995511047263000
2016-03-01 11.5149495517932000
2016-04-01 11.4859657220803000
2016-05-01 11.4940183906341980
2016-06-01 11.4899180435083000
2016-07-01 11.4783733581504990
2016-08-01 11.4406762755948020
2016-09-01 11.4822355227897000
2016-10-01 11.7085493945306000
2016-11-01 11.6680429730426010
2016-12-01 11.6809119144434000
2017-01-01 12.0316531619166000
2017-02-01 12.0018546434204010
2017-03-01 12.0294590431904000
2017-04-01 12.0046640502575990
2017-05-01 12.0472409226584000
2017-06-01 12.2080681045491990
2017-07-01 11.9295289429027000
2017-08-01 11.8843691381046990
2017-09-01 12.0735418518523000
2017-10-01 11.8243072521561000
2017-11-01 11.8648968851169000
2017-12-01 11.8910068047854000
2018-01-01 11.9071522338509990
2018-02-01 11.9191823646208000
2018-03-01 11.9432284573290990
2018-04-01 12.0184398957584000
2018-05-01 11.9956265541358020
2018-06-01 12.0450741736910000
2018-07-01 12.2755418459202000
2018-08-01 12.1202844956918000
2018-09-01 12.0554469664252000
2018-10-01 12.0341170338895010
2018-11-01 12.0552881159955000
2018-12-01 11.9969857980550000
2019-01-01 11.7995579458813000
2019-02-01 11.7439421364404990
2019-03-01 11.7661783484400000
2019-04-01 11.7221213150113000
2019-05-01 11.7249867288237000
2019-06-01 11.7910992463058020
2019-07-01 11.8146569221946010
2019-08-01 11.7558197337175020
2019-09-01 11.6447137862687000
2019-10-01 11.5431311178434020
2019-11-01 11.4593527938025000
2019-12-01 11.5193401618201000
2020-01-01 11.6015777785719010
2020-02-01 11.5586592361931000
2020-03-01 11.4779695441802000
2020-04-01 9.5100804189191700
2020-05-01 9.3084539041235390
2020-06-01 10.0191855969725000
2020-07-01 10.2794057690589000
2020-08-01 10.4213349823578000
2020-09-01 10.7389693014996010
2020-10-01 10.7580971758828000
2020-11-01 10.6739649500214000
2020-12-01 10.6410078714416000
2021-01-01 10.7062819170084000
2021-02-01 10.6586273610230010
2021-03-01 10.7833093233135990
2021-04-01 10.7283222411751000
2021-05-01 10.7150485726045000
2021-06-01 10.6355847925925000
2021-07-01 10.9422420023367000
2021-08-01 10.6864002963970000
2021-09-01 10.6373172802742000
2021-10-01 10.7647741416049010
2021-11-01 10.7799964747121000
2021-12-01 10.7635865361180000
2022-01-01 10.7213096666167000
2022-02-01 10.7613803205427000
2022-03-01 10.6803999178135000
2022-04-01 10.7310759811940990
2022-05-01 10.7923803189766000
2022-06-01 10.7357382867129000
2022-07-01 10.8281231392284990
2022-08-01 10.7751141144927000
2022-09-01 10.7355119700188000
2022-10-01 10.6747819006276980
2022-11-01 10.5932399560656000
2022-12-01 10.6787513559097000
2023-01-01 10.9394244733104010
2023-02-01 10.8605742786588000
2023-03-01 10.8845487569751000
2023-04-01 10.8295378771824000
2023-05-01 10.8662285830789000
2023-06-01 10.9272183936061000
2023-07-01 10.9207393842725000
2023-08-01 10.9714727234871000
2023-09-01 10.8297680363957000
2023-10-01 10.8851511465851000
2023-11-01 10.9007255775922000
2023-12-01 10.9891714844208010
2024-01-01 10.8512182014907000
2024-02-01 10.8609366330965000
2024-03-01 10.8821998803906990
2024-04-01 10.9305618141196000
2024-05-01 10.9496188105775000
2024-06-01 10.9129171069039990
2024-07-01 10.8184810792841990
2024-08-01 10.7774309308824990
2024-09-01 10.9274058860228020
2024-10-01 10.8946267246143020
2024-11-01 10.9129007613901000
2024-12-01 10.8923143250519980

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