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 |