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 2026-07-01 |
| Last Updated | 2026-08-21 7:38 PM CDT |
| 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 | 6.09944805533652 |
| 1990-03-01 | 6.11997909421562 |
| 1990-04-01 | 6.19126262492347 |
| 1990-05-01 | 6.05844455363187 |
| 1990-06-01 | 6.23681121575444 |
| 1990-07-01 | 6.26153044184080 |
| 1990-08-01 | 6.26209652952337 |
| 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 | 6.35488774872345 |
| 1991-06-01 | 6.45000925904234 |
| 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 | 6.59684228425077 |
| 1992-03-01 | 6.61160836067421 |
| 1992-04-01 | 6.49420818367682 |
| 1992-05-01 | 6.64953283501142 |
| 1992-06-01 | 6.67190762377004 |
| 1992-07-01 | 6.56190603683391 |
| 1992-08-01 | 6.67190893403541 |
| 1992-09-01 | 6.68597347322152 |
| 1992-10-01 | 6.74520492412879 |
| 1992-11-01 | 6.76683959813148 |
| 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 | 6.99546260313332 |
| 1993-07-01 | 7.06824853995520 |
| 1993-08-01 | 6.98165374053112 |
| 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 | 7.52039701877810 |
| 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 | 7.81036108677435 |
| 1995-12-01 | 7.81594797713078 |
| 1996-01-01 | 7.98688785010301 |
| 1996-02-01 | 7.93959383978648 |
| 1996-03-01 | 7.83292015052115 |
| 1996-04-01 | 7.82664207696634 |
| 1996-05-01 | 7.79788947313193 |
| 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 | 7.85859206756677 |
| 1997-08-01 | 7.87513081327121 |
| 1997-09-01 | 7.85155678628655 |
| 1997-10-01 | 7.90907263193023 |
| 1997-11-01 | 7.92308807164357 |
| 1997-12-01 | 7.89744897312751 |
| 1998-01-01 | 7.84426363647952 |
| 1998-02-01 | 7.79434265137160 |
| 1998-03-01 | 7.87503402444284 |
| 1998-04-01 | 7.93633863482690 |
| 1998-05-01 | 7.95016534863527 |
| 1998-06-01 | 7.96262799401078 |
| 1998-07-01 | 8.15986240012315 |
| 1998-08-01 | 7.94814087841469 |
| 1998-09-01 | 7.95739354150168 |
| 1998-10-01 | 7.84050780113776 |
| 1998-11-01 | 7.83643237051165 |
| 1998-12-01 | 7.88671526901730 |
| 1999-01-01 | 7.86343377391508 |
| 1999-02-01 | 7.91750442185828 |
| 1999-03-01 | 7.89345309931388 |
| 1999-04-01 | 8.13149941030076 |
| 1999-05-01 | 8.03668910693207 |
| 1999-06-01 | 8.12783245829395 |
| 1999-07-01 | 8.03843322806827 |
| 1999-08-01 | 7.91220253199218 |
| 1999-09-01 | 8.06284952824507 |
| 1999-10-01 | 8.17240093491742 |
| 1999-11-01 | 8.15388975584927 |
| 1999-12-01 | 8.18729362513441 |
| 2000-01-01 | 7.97052723993651 |
| 2000-02-01 | 8.12742728057287 |
| 2000-03-01 | 8.10571758860487 |
| 2000-04-01 | 8.12354327163757 |
| 2000-05-01 | 8.12879341312051 |
| 2000-06-01 | 8.22377855537698 |
| 2000-07-01 | 8.11291916908785 |
| 2000-08-01 | 8.18444590053828 |
| 2000-09-01 | 8.17815219653507 |
| 2000-10-01 | 8.09017551709935 |
| 2000-11-01 | 8.06676254676121 |
| 2000-12-01 | 8.19147847514600 |
| 2001-01-01 | 8.37933759500171 |
| 2001-02-01 | 8.31994790288621 |
| 2001-03-01 | 8.41533440310912 |
| 2001-04-01 | 8.31328475747085 |
| 2001-05-01 | 8.42991281031411 |
| 2001-06-01 | 8.44473298502161 |
| 2001-07-01 | 8.48359325868924 |
| 2001-08-01 | 8.56469957476036 |
| 2001-09-01 | 8.58522144877975 |
| 2001-10-01 | 8.59933602875416 |
| 2001-11-01 | 8.66961464266776 |
| 2001-12-01 | 8.70794673776912 |
| 2002-01-01 | 8.68588483525989 |
| 2002-02-01 | 8.70368655362653 |
| 2002-03-01 | 8.70914434406071 |
| 2002-04-01 | 8.80841397609624 |
| 2002-05-01 | 8.73056862331368 |
| 2002-06-01 | 8.98184087807526 |
| 2002-07-01 | 8.86379973229995 |
| 2002-08-01 | 8.85175750645508 |
| 2002-09-01 | 8.89397896542947 |
| 2002-10-01 | 8.98824951379339 |
| 2002-11-01 | 9.05379708167839 |
| 2002-12-01 | 9.12100932867592 |
| 2003-01-01 | 9.40403777040429 |
| 2003-02-01 | 9.29014121299757 |
| 2003-03-01 | 9.40678781935921 |
| 2003-04-01 | 9.70080808811741 |
| 2003-05-01 | 9.72808779119046 |
| 2003-06-01 | 9.72274510427848 |
| 2003-07-01 | 9.95529852453675 |
| 2003-08-01 | 9.94799541510034 |
| 2003-09-01 | 9.89680269477006 |
| 2003-10-01 | 9.96177191022533 |
| 2003-11-01 | 9.92773748364506 |
| 2003-12-01 | 10.03223569344650 |
| 2004-01-01 | 10.02203909807100 |
| 2004-02-01 | 10.18924808092800 |
| 2004-03-01 | 10.30812487059870 |
| 2004-04-01 | 10.10482948709420 |
| 2004-05-01 | 10.13605244429680 |
| 2004-06-01 | 10.05892071496260 |
| 2004-07-01 | 10.15016897922330 |
| 2004-08-01 | 10.13829708192870 |
| 2004-09-01 | 10.30014693523680 |
| 2004-10-01 | 10.22074506340520 |
| 2004-11-01 | 10.29911824740710 |
| 2004-12-01 | 10.23276901256740 |
| 2005-01-01 | 10.33514038922100 |
| 2005-02-01 | 10.49310371153100 |
| 2005-03-01 | 10.41229895007010 |
| 2005-04-01 | 10.22026712516120 |
| 2005-05-01 | 10.35829571284830 |
| 2005-06-01 | 10.37967595290040 |
| 2005-07-01 | 10.25526305782530 |
| 2005-08-01 | 10.33437344736300 |
| 2005-09-01 | 10.28349680980560 |
| 2005-10-01 | 10.38270904286050 |
| 2005-11-01 | 10.48047440622560 |
| 2005-12-01 | 10.42866977415490 |
| 2006-01-01 | 10.43628051339130 |
| 2006-02-01 | 10.30383976141000 |
| 2006-03-01 | 10.50988732926260 |
| 2006-04-01 | 10.63978957525290 |
| 2006-05-01 | 10.67999325172260 |
| 2006-06-01 | 10.78596272562540 |
| 2006-07-01 | 10.87310398871370 |
| 2006-08-01 | 10.93591277992160 |
| 2006-09-01 | 11.08194726522310 |
| 2006-10-01 | 10.94626954588760 |
| 2006-11-01 | 10.85917401294200 |
| 2006-12-01 | 10.91046242402260 |
| 2007-01-01 | 10.64301583854620 |
| 2007-02-01 | 10.70537551910380 |
| 2007-03-01 | 10.80442737787680 |
| 2007-04-01 | 10.86088921970080 |
| 2007-05-01 | 10.91115880864920 |
| 2007-06-01 | 10.88228522037290 |
| 2007-07-01 | 10.98638721387820 |
| 2007-08-01 | 11.04353649424140 |
| 2007-09-01 | 10.97254522761230 |
| 2007-10-01 | 11.12530519178000 |
| 2007-11-01 | 11.15303784364380 |
| 2007-12-01 | 11.07616159087690 |
| 2008-01-01 | 11.25463545652250 |
| 2008-02-01 | 11.20421822291660 |
| 2008-03-01 | 11.19274911707160 |
| 2008-04-01 | 11.17965964565620 |
| 2008-05-01 | 11.13810208882410 |
| 2008-06-01 | 11.17652629671330 |
| 2008-07-01 | 11.20126399268260 |
| 2008-08-01 | 11.15080602704090 |
| 2008-09-01 | 11.27874012523560 |
| 2008-10-01 | 11.21849272206830 |
| 2008-11-01 | 11.15309969746580 |
| 2008-12-01 | 11.03351304497820 |
| 2009-01-01 | 11.26722199290690 |
| 2009-02-01 | 11.28744413781920 |
| 2009-03-01 | 11.27269475297400 |
| 2009-04-01 | 11.50540381848590 |
| 2009-05-01 | 11.36629511444740 |
| 2009-06-01 | 11.56839287306040 |
| 2009-07-01 | 11.21428142789600 |
| 2009-08-01 | 11.26305383018090 |
| 2009-09-01 | 11.27035583316940 |
| 2009-10-01 | 11.22420362062520 |
| 2009-11-01 | 11.25269293494380 |
| 2009-12-01 | 11.18764108913790 |
| 2010-01-01 | 11.08310099609870 |
| 2010-02-01 | 11.18106606405670 |
| 2010-03-01 | 11.15776285922970 |
| 2010-04-01 | 11.02352865254240 |
| 2010-05-01 | 11.08126036631040 |
| 2010-06-01 | 11.03879409698660 |
| 2010-07-01 | 11.13668844649490 |
| 2010-08-01 | 11.17694945761410 |
| 2010-09-01 | 11.06645907352200 |
| 2010-10-01 | 11.22922369605580 |
| 2010-11-01 | 11.23832099543550 |
| 2010-12-01 | 11.34336120515900 |
| 2011-01-01 | 11.41883238812130 |
| 2011-02-01 | 11.38895872912550 |
| 2011-03-01 | 11.35510808410060 |
| 2011-04-01 | 11.13874662521160 |
| 2011-05-01 | 11.18205319547800 |
| 2011-06-01 | 11.20956488886530 |
| 2011-07-01 | 11.14465744418380 |
| 2011-08-01 | 11.18287246310960 |
| 2011-09-01 | 11.16529610871900 |
| 2011-10-01 | 11.13679021333610 |
| 2011-11-01 | 11.13795482671170 |
| 2011-12-01 | 11.22104908310530 |
| 2012-01-01 | 11.12708978743100 |
| 2012-02-01 | 11.20453605566410 |
| 2012-03-01 | 11.26646893884970 |
| 2012-04-01 | 11.24725032148110 |
| 2012-05-01 | 11.27127060301670 |
| 2012-06-01 | 11.37052518378680 |
| 2012-07-01 | 11.45652208063970 |
| 2012-08-01 | 11.48820859077550 |
| 2012-09-01 | 11.57260275070900 |
| 2012-10-01 | 11.53843374810060 |
| 2012-11-01 | 11.62853095959600 |
| 2012-12-01 | 11.60840896203960 |
| 2013-01-01 | 11.54018540194650 |
| 2013-02-01 | 11.51696387974980 |
| 2013-03-01 | 11.58006074649950 |
| 2013-04-01 | 11.65654985439170 |
| 2013-05-01 | 11.65904317400070 |
| 2013-06-01 | 11.63286446838630 |
| 2013-07-01 | 11.44739684885570 |
| 2013-08-01 | 11.49046296468890 |
| 2013-09-01 | 11.58103692515590 |
| 2013-10-01 | 11.64596510288130 |
| 2013-11-01 | 11.63934846450680 |
| 2013-12-01 | 11.62803838767200 |
| 2014-01-01 | 11.52012137219980 |
| 2014-02-01 | 11.51543410841420 |
| 2014-03-01 | 11.59481678819940 |
| 2014-04-01 | 11.76178562849760 |
| 2014-05-01 | 11.85043510535560 |
| 2014-06-01 | 11.79694439737810 |
| 2014-07-01 | 11.94745104949390 |
| 2014-08-01 | 11.89769439320290 |
| 2014-09-01 | 11.78661809471480 |
| 2014-10-01 | 11.46336797689210 |
| 2014-11-01 | 11.64753569450440 |
| 2014-12-01 | 11.64906832355020 |
| 2015-01-01 | 11.79993466098440 |
| 2015-02-01 | 11.80998687656150 |
| 2015-03-01 | 11.90667508798850 |
| 2015-04-01 | 11.46868937743280 |
| 2015-05-01 | 11.56070323195870 |
| 2015-06-01 | 11.58848782789870 |
| 2015-07-01 | 11.40942973432500 |
| 2015-08-01 | 11.47741068858010 |
| 2015-09-01 | 11.28910866528430 |
| 2015-10-01 | 11.48353922673280 |
| 2015-11-01 | 11.56144639732270 |
| 2015-12-01 | 11.57443696250170 |
| 2016-01-01 | 11.45669983613010 |
| 2016-02-01 | 11.50012412693100 |
| 2016-03-01 | 11.51548975116940 |
| 2016-04-01 | 11.48668672156140 |
| 2016-05-01 | 11.49386975762470 |
| 2016-06-01 | 11.49120727470020 |
| 2016-07-01 | 11.47176821931960 |
| 2016-08-01 | 11.44007973606030 |
| 2016-09-01 | 11.48342219429840 |
| 2016-10-01 | 11.70823303403540 |
| 2016-11-01 | 11.66815010266210 |
| 2016-12-01 | 11.68177734493550 |
| 2017-01-01 | 12.03433878355180 |
| 2017-02-01 | 12.00359633408440 |
| 2017-03-01 | 12.03146137727500 |
| 2017-04-01 | 12.00695981064010 |
| 2017-05-01 | 12.04424050606540 |
| 2017-06-01 | 12.20839270612730 |
| 2017-07-01 | 11.91939880445570 |
| 2017-08-01 | 11.88386205269680 |
| 2017-09-01 | 12.07487230015160 |
| 2017-10-01 | 11.82495773737290 |
| 2017-11-01 | 11.86572899328340 |
| 2017-12-01 | 11.89275281305050 |
| 2018-01-01 | 11.91082932104850 |
| 2018-02-01 | 11.92207872025450 |
| 2018-03-01 | 11.94654521034060 |
| 2018-04-01 | 12.02210879489700 |
| 2018-05-01 | 11.98946606875670 |
| 2018-06-01 | 12.04280711363620 |
| 2018-07-01 | 12.26106428697160 |
| 2018-08-01 | 12.12017198633740 |
| 2018-09-01 | 12.05695772480630 |
| 2018-10-01 | 12.03636383493970 |
| 2018-11-01 | 12.06108130740590 |
| 2018-12-01 | 11.99943829406450 |
| 2019-01-01 | 11.80333844249370 |
| 2019-02-01 | 11.74742995640490 |
| 2019-03-01 | 11.77024366572880 |
| 2019-04-01 | 11.72642645066030 |
| 2019-05-01 | 11.71490828837470 |
| 2019-06-01 | 11.78435331531700 |
| 2019-07-01 | 11.79561669349060 |
| 2019-08-01 | 11.75559280167850 |
| 2019-09-01 | 11.64634390430420 |
| 2019-10-01 | 11.54867332582760 |
| 2019-11-01 | 11.47759828886580 |
| 2019-12-01 | 11.52545437000420 |
| 2020-01-01 | 11.59683337764750 |
| 2020-02-01 | 11.56450342533580 |
| 2020-03-01 | 11.48289699026260 |
| 2020-04-01 | 9.51296230744533 |
| 2020-05-01 | 9.29812165595023 |
| 2020-06-01 | 10.00785042314700 |
| 2020-07-01 | 10.25197280106620 |
| 2020-08-01 | 10.41881654405140 |
| 2020-09-01 | 10.73836999491660 |
| 2020-10-01 | 10.76953723354370 |
| 2020-11-01 | 10.71629228756820 |
| 2020-12-01 | 10.66154186771640 |
| 2021-01-01 | 10.68383889493450 |
| 2021-02-01 | 10.66186102682160 |
| 2021-03-01 | 10.78553560123390 |
| 2021-04-01 | 10.73307346957320 |
| 2021-05-01 | 10.70861828349590 |
| 2021-06-01 | 10.61391705136770 |
| 2021-07-01 | 10.89314443909800 |
| 2021-08-01 | 10.67103413726880 |
| 2021-09-01 | 10.63430574776260 |
| 2021-10-01 | 10.78280577153970 |
| 2021-11-01 | 10.85911594709990 |
| 2021-12-01 | 10.80908145349190 |
| 2022-01-01 | 10.68352810635300 |
| 2022-02-01 | 10.76182549401620 |
| 2022-03-01 | 10.67986769468470 |
| 2022-04-01 | 10.73441274388470 |
| 2022-05-01 | 10.79085576584440 |
| 2022-06-01 | 10.70244113701330 |
| 2022-07-01 | 10.75195644345150 |
| 2022-08-01 | 10.74026286836550 |
| 2022-09-01 | 10.73130632533610 |
| 2022-10-01 | 10.70325953322800 |
| 2022-11-01 | 10.71164332203600 |
| 2022-12-01 | 10.75082672449930 |
| 2023-01-01 | 10.89175162361850 |
| 2023-02-01 | 10.85518801558390 |
| 2023-03-01 | 10.88202027901850 |
| 2023-04-01 | 10.82993985967340 |
| 2023-05-01 | 10.86908594913480 |
| 2023-06-01 | 10.88014059463840 |
| 2023-07-01 | 10.91519806730220 |
| 2023-08-01 | 10.91281259038250 |
| 2023-09-01 | 10.92763837759770 |
| 2023-10-01 | 10.92419629381380 |
| 2023-11-01 | 10.95652413338590 |
| 2023-12-01 | 11.08473310583680 |
| 2024-01-01 | 11.30908159253250 |
| 2024-02-01 | 11.46016294441800 |
| 2024-03-01 | 11.48596190568330 |
| 2024-04-01 | 11.53198621276430 |
| 2024-05-01 | 11.55197958779940 |
| 2024-06-01 | 11.74831812622290 |
| 2024-07-01 | 11.76358323631180 |
| 2024-08-01 | 11.86968570280640 |
| 2024-09-01 | 11.92881403537420 |
| 2024-10-01 | 11.94861355646630 |
| 2024-11-01 | 11.90104932894860 |
| 2024-12-01 | 11.91145194911840 |
| 2025-01-01 | 11.92558878007260 |
| 2025-02-01 | 11.86184525282420 |
| 2025-03-01 | 12.19558442460540 |
| 2025-04-01 | 12.33188156564070 |
| 2025-05-01 | 12.44471075148070 |
| 2025-06-01 | 12.61768011496750 |
| 2025-07-01 | 12.53093134538300 |
| 2025-08-01 | 12.53926776660590 |
| 2025-09-01 | 12.42541745147370 |
| 2025-10-01 | 12.46067067296280 |
| 2025-11-01 | 12.62532143571810 |
| 2025-12-01 | 12.73036256986450 |
| 2026-01-01 | 12.64768678866270 |
| 2026-02-01 | 12.67425157190470 |
| 2026-03-01 | 12.59959464712680 |
| 2026-04-01 | 12.62617335425670 |
| 2026-05-01 | 12.63695346800570 |
| 2026-06-01 | 12.60420977349130 |
| 2026-07-01 | 12.62245098246660 |