Table Data - All Employees: Education and Health Services: Private Education and Health Services in Muskegon-Norton Shores, MI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Muskegon-Norton Shores, 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 2025-11-01 |
| Last Updated | 2026-01-07 9:46 PM 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 | 6.11907927149392 |
| 1990-02-01 | 6.09944805533653 |
| 1990-03-01 | 6.11997909421562 |
| 1990-04-01 | 6.19126262492348 |
| 1990-05-01 | 6.05844455363187 |
| 1990-06-01 | 6.23681121575444 |
| 1990-07-01 | 6.26153044184080 |
| 1990-08-01 | 6.26209652952336 |
| 1990-09-01 | 6.28536870248310 |
| 1990-10-01 | 6.28662743334874 |
| 1990-11-01 | 6.48617449133343 |
| 1990-12-01 | 6.39611198031265 |
| 1991-01-01 | 6.31997490416947 |
| 1991-02-01 | 6.29878223291333 |
| 1991-03-01 | 6.31666344349142 |
| 1991-04-01 | 6.38911098973882 |
| 1991-05-01 | 6.35488774872344 |
| 1991-06-01 | 6.45000925904233 |
| 1991-07-01 | 6.46281391606409 |
| 1991-08-01 | 6.46661542682607 |
| 1991-09-01 | 6.48726568046264 |
| 1991-10-01 | 6.37310216349099 |
| 1991-11-01 | 6.37957137075212 |
| 1991-12-01 | 6.40003521017999 |
| 1992-01-01 | 6.52207379440299 |
| 1992-02-01 | 6.59684228425078 |
| 1992-03-01 | 6.61160836067422 |
| 1992-04-01 | 6.49420818367682 |
| 1992-05-01 | 6.64953283501142 |
| 1992-06-01 | 6.67190762377004 |
| 1992-07-01 | 6.56190603683391 |
| 1992-08-01 | 6.67190893403540 |
| 1992-09-01 | 6.68597347322152 |
| 1992-10-01 | 6.74520492412879 |
| 1992-11-01 | 6.76683959813147 |
| 1992-12-01 | 6.90946694238725 |
| 1993-01-01 | 6.92450996686389 |
| 1993-02-01 | 6.99213510621494 |
| 1993-03-01 | 7.00851016960646 |
| 1993-04-01 | 6.99962288042167 |
| 1993-05-01 | 7.04331294122086 |
| 1993-06-01 | 6.99546260313331 |
| 1993-07-01 | 7.06824853995520 |
| 1993-08-01 | 6.98165374053111 |
| 1993-09-01 | 7.08281847077097 |
| 1993-10-01 | 7.21149431657724 |
| 1993-11-01 | 7.25012979626986 |
| 1993-12-01 | 7.31674661900430 |
| 1994-01-01 | 7.13643110544224 |
| 1994-02-01 | 7.09686192799303 |
| 1994-03-01 | 7.20901353766121 |
| 1994-04-01 | 7.31233397231755 |
| 1994-05-01 | 7.33363025540951 |
| 1994-06-01 | 7.31089932684334 |
| 1994-07-01 | 7.47247730692273 |
| 1994-08-01 | 7.49998851919415 |
| 1994-09-01 | 7.47860890320523 |
| 1994-10-01 | 7.47937131620775 |
| 1994-11-01 | 7.42578674439909 |
| 1994-12-01 | 7.41960788041783 |
| 1995-01-01 | 7.55769873224972 |
| 1995-02-01 | 7.51323258736778 |
| 1995-03-01 | 7.51754936301411 |
| 1995-04-01 | 7.52276450673553 |
| 1995-05-01 | 7.52039701877809 |
| 1995-06-01 | 7.50178467491200 |
| 1995-07-01 | 7.56503659641157 |
| 1995-08-01 | 7.59990638069955 |
| 1995-09-01 | 7.66683058151823 |
| 1995-10-01 | 7.76909043377343 |
| 1995-11-01 | 7.81036108677434 |
| 1995-12-01 | 7.81594797713079 |
| 1996-01-01 | 7.98688785010301 |
| 1996-02-01 | 7.93959383978648 |
| 1996-03-01 | 7.83292015052116 |
| 1996-04-01 | 7.82664207696634 |
| 1996-05-01 | 7.79788947313194 |
| 1996-06-01 | 7.76820117475003 |
| 1996-07-01 | 7.96776724009894 |
| 1996-08-01 | 7.89820183174245 |
| 1996-09-01 | 8.06111800280904 |
| 1996-10-01 | 7.97637856656999 |
| 1996-11-01 | 8.00569027307202 |
| 1996-12-01 | 8.00698155142778 |
| 1997-01-01 | 8.01987748810522 |
| 1997-02-01 | 8.06951115478068 |
| 1997-03-01 | 8.15663526047554 |
| 1997-04-01 | 8.02997282718784 |
| 1997-05-01 | 8.07265975617095 |
| 1997-06-01 | 8.01369244526123 |
| 1997-07-01 | 7.85859206756676 |
| 1997-08-01 | 7.87513081327120 |
| 1997-09-01 | 7.85155678628655 |
| 1997-10-01 | 7.90907263193023 |
| 1997-11-01 | 7.92308807164358 |
| 1997-12-01 | 7.89744897312752 |
| 1998-01-01 | 7.84426363647957 |
| 1998-02-01 | 7.79434265137160 |
| 1998-03-01 | 7.87503402444282 |
| 1998-04-01 | 7.93633863482686 |
| 1998-05-01 | 7.95016534863521 |
| 1998-06-01 | 7.96262799401073 |
| 1998-07-01 | 8.15986240012312 |
| 1998-08-01 | 7.94814087841471 |
| 1998-09-01 | 7.95739354150174 |
| 1998-10-01 | 7.84050780113786 |
| 1998-11-01 | 7.83643237051174 |
| 1998-12-01 | 7.88671526901734 |
| 1999-01-01 | 7.86343377391515 |
| 1999-02-01 | 7.91750442185822 |
| 1999-03-01 | 7.89345309931381 |
| 1999-04-01 | 8.13149941030067 |
| 1999-05-01 | 8.03668910693193 |
| 1999-06-01 | 8.12783245829375 |
| 1999-07-01 | 8.03843322806803 |
| 1999-08-01 | 7.91220253199196 |
| 1999-09-01 | 8.06284952824499 |
| 1999-10-01 | 8.17240093491776 |
| 1999-11-01 | 8.15388975585003 |
| 1999-12-01 | 8.18729362513527 |
| 2000-01-01 | 7.97052723993726 |
| 2000-02-01 | 8.12742728057306 |
| 2000-03-01 | 8.10571758860460 |
| 2000-04-01 | 8.12354327163586 |
| 2000-05-01 | 8.12879341311963 |
| 2000-06-01 | 8.22377855537599 |
| 2000-07-01 | 8.11291916908630 |
| 2000-08-01 | 8.18444590053760 |
| 2000-09-01 | 8.17815219653507 |
| 2000-10-01 | 8.09017551710100 |
| 2000-11-01 | 8.06676254676476 |
| 2000-12-01 | 8.19147847515066 |
| 2001-01-01 | 8.37933759500600 |
| 2001-02-01 | 8.31994790288264 |
| 2001-03-01 | 8.41533440310793 |
| 2001-04-01 | 8.31328475746616 |
| 2001-05-01 | 8.42991281031111 |
| 2001-06-01 | 8.44473298501958 |
| 2001-07-01 | 8.48359325868727 |
| 2001-08-01 | 8.56469957475776 |
| 2001-09-01 | 8.58522144877483 |
| 2001-10-01 | 8.59933602875241 |
| 2001-11-01 | 8.66961464267208 |
| 2001-12-01 | 8.70794673777885 |
| 2002-01-01 | 8.68588483527351 |
| 2002-02-01 | 8.70368655366156 |
| 2002-03-01 | 8.70914434406914 |
| 2002-04-01 | 8.80841397603856 |
| 2002-05-01 | 8.73056862331202 |
| 2002-06-01 | 8.98184087807171 |
| 2002-07-01 | 8.86379973229480 |
| 2002-08-01 | 8.85175750644473 |
| 2002-09-01 | 8.89397896541212 |
| 2002-10-01 | 8.98824951377975 |
| 2002-11-01 | 9.05379708168165 |
| 2002-12-01 | 9.12100932870294 |
| 2003-01-01 | 9.40403777045657 |
| 2003-02-01 | 9.29014121310630 |
| 2003-03-01 | 9.40678781940980 |
| 2003-04-01 | 9.70080808800415 |
| 2003-05-01 | 9.72808779116373 |
| 2003-06-01 | 9.72274510420303 |
| 2003-07-01 | 9.95529852442221 |
| 2003-08-01 | 9.94799541494661 |
| 2003-09-01 | 9.89680269491918 |
| 2003-10-01 | 9.96177191015023 |
| 2003-11-01 | 9.92773748367043 |
| 2003-12-01 | 10.03223569354620 |
| 2004-01-01 | 10.02203909818810 |
| 2004-02-01 | 10.18924808190660 |
| 2004-03-01 | 10.30812487051510 |
| 2004-04-01 | 10.10482948664210 |
| 2004-05-01 | 10.13605244389640 |
| 2004-06-01 | 10.05892071446380 |
| 2004-07-01 | 10.15016897870800 |
| 2004-08-01 | 10.13829708149390 |
| 2004-09-01 | 10.30014693565840 |
| 2004-10-01 | 10.22074506366640 |
| 2004-11-01 | 10.29911824813580 |
| 2004-12-01 | 10.23276901353610 |
| 2005-01-01 | 10.33514039006070 |
| 2005-02-01 | 10.49310371359660 |
| 2005-03-01 | 10.41229894923570 |
| 2005-04-01 | 10.22026712308190 |
| 2005-05-01 | 10.35829571037020 |
| 2005-06-01 | 10.37967595052680 |
| 2005-07-01 | 10.25526305630060 |
| 2005-08-01 | 10.33437344704860 |
| 2005-09-01 | 10.28349681173400 |
| 2005-10-01 | 10.38270904562650 |
| 2005-11-01 | 10.48047441018030 |
| 2005-12-01 | 10.42866977881640 |
| 2006-01-01 | 10.43628051613840 |
| 2006-02-01 | 10.30383976479570 |
| 2006-03-01 | 10.50988732705980 |
| 2006-04-01 | 10.63978955948790 |
| 2006-05-01 | 10.67999324670240 |
| 2006-06-01 | 10.78596271742350 |
| 2006-07-01 | 10.87310398422750 |
| 2006-08-01 | 10.93591278454340 |
| 2006-09-01 | 11.08194727431910 |
| 2006-10-01 | 10.94626955687310 |
| 2006-11-01 | 10.85917402471820 |
| 2006-12-01 | 10.91046243552090 |
| 2007-01-01 | 10.64301584377540 |
| 2007-02-01 | 10.70537552181590 |
| 2007-03-01 | 10.80442737002250 |
| 2007-04-01 | 10.86088918343270 |
| 2007-05-01 | 10.91115879473810 |
| 2007-06-01 | 10.88228519876530 |
| 2007-07-01 | 10.98638719623150 |
| 2007-08-01 | 11.04353649039260 |
| 2007-09-01 | 10.97254530942040 |
| 2007-10-01 | 11.12530519734600 |
| 2007-11-01 | 11.15303785559610 |
| 2007-12-01 | 11.07616160698410 |
| 2008-01-01 | 11.25463547166050 |
| 2008-02-01 | 11.20421824054730 |
| 2008-03-01 | 11.19274912622820 |
| 2008-04-01 | 11.17965949726100 |
| 2008-05-01 | 11.13810208486060 |
| 2008-06-01 | 11.17652627232570 |
| 2008-07-01 | 11.20126396516020 |
| 2008-08-01 | 11.15080601439760 |
| 2008-09-01 | 11.27874028468350 |
| 2008-10-01 | 11.21849272386520 |
| 2008-11-01 | 11.15309971499160 |
| 2008-12-01 | 11.03351307795780 |
| 2009-01-01 | 11.26722203761940 |
| 2009-02-01 | 11.28744419005060 |
| 2009-03-01 | 11.27269479006320 |
| 2009-04-01 | 11.50540354264630 |
| 2009-05-01 | 11.36629505657120 |
| 2009-06-01 | 11.56839274882710 |
| 2009-07-01 | 11.21428129591830 |
| 2009-08-01 | 11.26305375101040 |
| 2009-09-01 | 11.27035609650770 |
| 2009-10-01 | 11.22420377729900 |
| 2009-11-01 | 11.25269320694160 |
| 2009-12-01 | 11.18764136545290 |
| 2010-01-01 | 11.08310116792750 |
| 2010-02-01 | 11.18106607365920 |
| 2010-03-01 | 11.15776269446410 |
| 2010-04-01 | 11.02352797407100 |
| 2010-05-01 | 11.08125999185740 |
| 2010-06-01 | 11.03879374137620 |
| 2010-07-01 | 11.13668791952970 |
| 2010-08-01 | 11.17694952689730 |
| 2010-09-01 | 11.06645972412090 |
| 2010-10-01 | 11.22922455222380 |
| 2010-11-01 | 11.23832212217160 |
| 2010-12-01 | 11.34336218774650 |
| 2011-01-01 | 11.41883269082580 |
| 2011-02-01 | 11.38895803244110 |
| 2011-03-01 | 11.35510650549090 |
| 2011-04-01 | 11.13874429594790 |
| 2011-05-01 | 11.18205154264360 |
| 2011-06-01 | 11.20956432222310 |
| 2011-07-01 | 11.14465792458350 |
| 2011-08-01 | 11.18287491541890 |
| 2011-09-01 | 11.16529908010730 |
| 2011-10-01 | 11.13679393170850 |
| 2011-11-01 | 11.13795611806160 |
| 2011-12-01 | 11.22104858804520 |
| 2012-01-01 | 11.12708793909770 |
| 2012-02-01 | 11.20453377319690 |
| 2012-03-01 | 11.26646449730210 |
| 2012-04-01 | 11.24723457595560 |
| 2012-05-01 | 11.27127298820050 |
| 2012-06-01 | 11.37053019790240 |
| 2012-07-01 | 11.45652955603230 |
| 2012-08-01 | 11.48821950097330 |
| 2012-09-01 | 11.57261163365120 |
| 2012-10-01 | 11.53844279035430 |
| 2012-11-01 | 11.62853061001520 |
| 2012-12-01 | 11.60840099165210 |
| 2013-01-01 | 11.54017129276460 |
| 2013-02-01 | 11.51694870345190 |
| 2013-03-01 | 11.58004525775720 |
| 2013-04-01 | 11.65651814357140 |
| 2013-05-01 | 11.65905462433290 |
| 2013-06-01 | 11.63288430196710 |
| 2013-07-01 | 11.44742419801980 |
| 2013-08-01 | 11.49049557587010 |
| 2013-09-01 | 11.58106334411770 |
| 2013-10-01 | 11.64599384244160 |
| 2013-11-01 | 11.63936588476070 |
| 2013-12-01 | 11.62800754840260 |
| 2014-01-01 | 11.51997735901210 |
| 2014-02-01 | 11.51541947736480 |
| 2014-03-01 | 11.59479657165320 |
| 2014-04-01 | 11.76174204986050 |
| 2014-05-01 | 11.85046353938610 |
| 2014-06-01 | 11.79703525051770 |
| 2014-07-01 | 11.94752521020510 |
| 2014-08-01 | 11.89777818122280 |
| 2014-09-01 | 11.78662096768470 |
| 2014-10-01 | 11.46342906931740 |
| 2014-11-01 | 11.64757207889420 |
| 2014-12-01 | 11.64900512749610 |
| 2015-01-01 | 11.79962740849780 |
| 2015-02-01 | 11.80993325991390 |
| 2015-03-01 | 11.90661397243480 |
| 2015-04-01 | 11.46860729048790 |
| 2015-05-01 | 11.56069269390910 |
| 2015-06-01 | 11.58858133417000 |
| 2015-07-01 | 11.40998214514280 |
| 2015-08-01 | 11.47748019814050 |
| 2015-09-01 | 11.28904869580340 |
| 2015-10-01 | 11.48360613748480 |
| 2015-11-01 | 11.56147358085580 |
| 2015-12-01 | 11.57429068878050 |
| 2016-01-01 | 11.45618213099850 |
| 2016-02-01 | 11.49996893568310 |
| 2016-03-01 | 11.51533889597510 |
| 2016-04-01 | 11.48655353652400 |
| 2016-05-01 | 11.49387177584540 |
| 2016-06-01 | 11.49140750887490 |
| 2016-07-01 | 11.47292427969150 |
| 2016-08-01 | 11.44022917857880 |
| 2016-09-01 | 11.48333509987970 |
| 2016-10-01 | 11.70828114767180 |
| 2016-11-01 | 11.66808747857420 |
| 2016-12-01 | 11.68145705572160 |
| 2017-01-01 | 12.03354538691220 |
| 2017-02-01 | 12.00313591692400 |
| 2017-03-01 | 12.03096254224270 |
| 2017-04-01 | 12.00670821834350 |
| 2017-05-01 | 12.04452628890400 |
| 2017-06-01 | 12.20909626288260 |
| 2017-07-01 | 11.92133767027420 |
| 2017-08-01 | 11.88412298402100 |
| 2017-09-01 | 12.07486404482930 |
| 2017-10-01 | 11.82476865063720 |
| 2017-11-01 | 11.86542672443430 |
| 2017-12-01 | 11.89212436141440 |
| 2018-01-01 | 11.90970424728450 |
| 2018-02-01 | 11.92127524284600 |
| 2018-03-01 | 11.94564326917670 |
| 2018-04-01 | 12.02159894522510 |
| 2018-05-01 | 11.98989456501260 |
| 2018-06-01 | 12.04495312592640 |
| 2018-07-01 | 12.26383699912680 |
| 2018-08-01 | 12.12049788605170 |
| 2018-09-01 | 12.05784892537010 |
| 2018-10-01 | 12.03619221757240 |
| 2018-11-01 | 12.05769075579580 |
| 2018-12-01 | 11.99888181989920 |
| 2019-01-01 | 11.80227888319130 |
| 2019-02-01 | 11.74640973889950 |
| 2019-03-01 | 11.76901811472870 |
| 2019-04-01 | 11.72584533954520 |
| 2019-05-01 | 11.71577673266030 |
| 2019-06-01 | 11.78832143701500 |
| 2019-07-01 | 11.79960169938600 |
| 2019-08-01 | 11.75632803198570 |
| 2019-09-01 | 11.64805588296060 |
| 2019-10-01 | 11.54791968794710 |
| 2019-11-01 | 11.47043267896930 |
| 2019-12-01 | 11.52387334423910 |
| 2020-01-01 | 11.59611621286280 |
| 2020-02-01 | 11.56288344854280 |
| 2020-03-01 | 11.48155612835110 |
| 2020-04-01 | 9.51279095531923 |
| 2020-05-01 | 9.29963950337102 |
| 2020-06-01 | 10.01349154334980 |
| 2020-07-01 | 10.25716608378200 |
| 2020-08-01 | 10.42082154839600 |
| 2020-09-01 | 10.74133720894380 |
| 2020-10-01 | 10.76864586431590 |
| 2020-11-01 | 10.70148350449260 |
| 2020-12-01 | 10.65868026700010 |
| 2021-01-01 | 10.68303346768960 |
| 2021-02-01 | 10.66068451443390 |
| 2021-03-01 | 10.78411973504010 |
| 2021-04-01 | 10.73343995223180 |
| 2021-05-01 | 10.71168791802650 |
| 2021-06-01 | 10.62206281398510 |
| 2021-07-01 | 10.90144974299570 |
| 2021-08-01 | 10.67711270181550 |
| 2021-09-01 | 10.64210473736710 |
| 2021-10-01 | 10.78132135049460 |
| 2021-11-01 | 10.83275179908390 |
| 2021-12-01 | 10.79771345878440 |
| 2022-01-01 | 10.68001782586880 |
| 2022-02-01 | 10.76569765971480 |
| 2022-03-01 | 10.67872968260190 |
| 2022-04-01 | 10.73697829226970 |
| 2022-05-01 | 10.79822450088290 |
| 2022-06-01 | 10.71415673027630 |
| 2022-07-01 | 10.75769563193370 |
| 2022-08-01 | 10.74801320372360 |
| 2022-09-01 | 10.74739314961180 |
| 2022-10-01 | 10.70227847391060 |
| 2022-11-01 | 10.67313545154770 |
| 2022-12-01 | 10.73274491234500 |
| 2023-01-01 | 10.88429288995570 |
| 2023-02-01 | 10.86698354882800 |
| 2023-03-01 | 10.87796220920100 |
| 2023-04-01 | 10.83492376876680 |
| 2023-05-01 | 10.88291704553360 |
| 2023-06-01 | 10.89464059844850 |
| 2023-07-01 | 10.91593029744200 |
| 2023-08-01 | 10.92243802767520 |
| 2023-09-01 | 10.95224883621800 |
| 2023-10-01 | 10.92239131954480 |
| 2023-11-01 | 10.91028875476670 |
| 2023-12-01 | 11.05992474116010 |
| 2024-01-01 | 11.29412291473340 |
| 2024-02-01 | 11.47893659292580 |
| 2024-03-01 | 11.47718104049950 |
| 2024-04-01 | 11.54111954447840 |
| 2024-05-01 | 11.57537027780750 |
| 2024-06-01 | 11.76886986634750 |
| 2024-07-01 | 11.75650315157750 |
| 2024-08-01 | 11.87953169857530 |
| 2024-09-01 | 11.96254354489450 |
| 2024-10-01 | 12.04671380501850 |
| 2024-11-01 | 12.04759861473320 |
| 2024-12-01 | 12.08624091824210 |
| 2025-01-01 | 12.00221300731860 |
| 2025-02-01 | 11.98489721054110 |
| 2025-03-01 | 12.07896859548640 |
| 2025-04-01 | 12.14276805281240 |
| 2025-05-01 | 12.17550379036710 |
| 2025-06-01 | 12.14643372036700 |
| 2025-07-01 | 12.22694131847680 |
| 2025-08-01 | 12.16185006848190 |
| 2025-09-01 | 12.06390789139620 |
| 2025-10-01 | 12.05540112691910 |
| 2025-11-01 | 12.06497300427750 |