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 2026-05-01 |
| Last Updated | 2026-06-24 9:55 AM 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 | 6.11907927149393 |
| 1990-02-01 | 6.09944805533653 |
| 1990-03-01 | 6.11997909421563 |
| 1990-04-01 | 6.19126262492348 |
| 1990-05-01 | 6.05844455363188 |
| 1990-06-01 | 6.23681121575445 |
| 1990-07-01 | 6.26153044184081 |
| 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 | 6.35488774872344 |
| 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 | 6.37957137075211 |
| 1991-12-01 | 6.40003521017999 |
| 1992-01-01 | 6.52207379440299 |
| 1992-02-01 | 6.59684228425077 |
| 1992-03-01 | 6.61160836067422 |
| 1992-04-01 | 6.49420818367682 |
| 1992-05-01 | 6.64953283501142 |
| 1992-06-01 | 6.67190762377004 |
| 1992-07-01 | 6.56190603683392 |
| 1992-08-01 | 6.67190893403541 |
| 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 | 6.99546260313332 |
| 1993-07-01 | 7.06824853995520 |
| 1993-08-01 | 6.98165374053112 |
| 1993-09-01 | 7.08281847077098 |
| 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 | 7.81594797713078 |
| 1996-01-01 | 7.98688785010301 |
| 1996-02-01 | 7.93959383978648 |
| 1996-03-01 | 7.83292015052115 |
| 1996-04-01 | 7.82664207696634 |
| 1996-05-01 | 7.79788947313194 |
| 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 | 7.92308807164357 |
| 1997-12-01 | 7.89744897312751 |
| 1998-01-01 | 7.84426363647953 |
| 1998-02-01 | 7.79434265137160 |
| 1998-03-01 | 7.87503402444284 |
| 1998-04-01 | 7.93633863482690 |
| 1998-05-01 | 7.95016534863526 |
| 1998-06-01 | 7.96262799401078 |
| 1998-07-01 | 8.15986240012315 |
| 1998-08-01 | 7.94814087841468 |
| 1998-09-01 | 7.95739354150166 |
| 1998-10-01 | 7.84050780113775 |
| 1998-11-01 | 7.83643237051166 |
| 1998-12-01 | 7.88671526901732 |
| 1999-01-01 | 7.86343377391511 |
| 1999-02-01 | 7.91750442185829 |
| 1999-03-01 | 7.89345309931388 |
| 1999-04-01 | 8.13149941030073 |
| 1999-05-01 | 8.03668910693206 |
| 1999-06-01 | 8.12783245829397 |
| 1999-07-01 | 8.03843322806833 |
| 1999-08-01 | 7.91220253199225 |
| 1999-09-01 | 8.06284952824513 |
| 1999-10-01 | 8.17240093491737 |
| 1999-11-01 | 8.15388975584911 |
| 1999-12-01 | 8.18729362513422 |
| 2000-01-01 | 7.97052723993639 |
| 2000-02-01 | 8.12742728057287 |
| 2000-03-01 | 8.10571758860501 |
| 2000-04-01 | 8.12354327163749 |
| 2000-05-01 | 8.12879341312085 |
| 2000-06-01 | 8.22377855537737 |
| 2000-07-01 | 8.11291916908817 |
| 2000-08-01 | 8.18444590053857 |
| 2000-09-01 | 8.17815219653516 |
| 2000-10-01 | 8.09017551709895 |
| 2000-11-01 | 8.06676254676024 |
| 2000-12-01 | 8.19147847514473 |
| 2001-01-01 | 8.37933759500061 |
| 2001-02-01 | 8.31994790288723 |
| 2001-03-01 | 8.41533440310956 |
| 2001-04-01 | 8.31328475747092 |
| 2001-05-01 | 8.42991281031493 |
| 2001-06-01 | 8.44473298502214 |
| 2001-07-01 | 8.48359325868943 |
| 2001-08-01 | 8.56469957476197 |
| 2001-09-01 | 8.58522144878278 |
| 2001-10-01 | 8.59933602875628 |
| 2001-11-01 | 8.66961464266738 |
| 2001-12-01 | 8.70794673776601 |
| 2002-01-01 | 8.68588483525454 |
| 2002-02-01 | 8.70368655361312 |
| 2002-03-01 | 8.70914434405618 |
| 2002-04-01 | 8.80841397611123 |
| 2002-05-01 | 8.73056862331375 |
| 2002-06-01 | 8.98184087807691 |
| 2002-07-01 | 8.86379973230229 |
| 2002-08-01 | 8.85175750646218 |
| 2002-09-01 | 8.89397896544066 |
| 2002-10-01 | 8.98824951380335 |
| 2002-11-01 | 9.05379708167987 |
| 2002-12-01 | 9.12100932866468 |
| 2003-01-01 | 9.40403777037962 |
| 2003-02-01 | 9.29014121295269 |
| 2003-03-01 | 9.40678781933328 |
| 2003-04-01 | 9.70080808814758 |
| 2003-05-01 | 9.72808779120471 |
| 2003-06-01 | 9.72274510431790 |
| 2003-07-01 | 9.95529852459244 |
| 2003-08-01 | 9.94799541517148 |
| 2003-09-01 | 9.89680269471967 |
| 2003-10-01 | 9.96177191024335 |
| 2003-11-01 | 9.92773748361253 |
| 2003-12-01 | 10.03223569338620 |
| 2004-01-01 | 10.02203909803300 |
| 2004-02-01 | 10.18924808048810 |
| 2004-03-01 | 10.30812487068650 |
| 2004-04-01 | 10.10482948731450 |
| 2004-05-01 | 10.13605244450440 |
| 2004-06-01 | 10.05892071518870 |
| 2004-07-01 | 10.15016897942850 |
| 2004-08-01 | 10.13829708207770 |
| 2004-09-01 | 10.30014693503230 |
| 2004-10-01 | 10.22074506321270 |
| 2004-11-01 | 10.29911824700600 |
| 2004-12-01 | 10.23276901209070 |
| 2005-01-01 | 10.33514038890330 |
| 2005-02-01 | 10.49310371066040 |
| 2005-03-01 | 10.41229895064050 |
| 2005-04-01 | 10.22026712624030 |
| 2005-05-01 | 10.35829571405950 |
| 2005-06-01 | 10.37967595396190 |
| 2005-07-01 | 10.25526305841360 |
| 2005-08-01 | 10.33437344735380 |
| 2005-09-01 | 10.28349680884350 |
| 2005-10-01 | 10.38270904138210 |
| 2005-11-01 | 10.48047440415760 |
| 2005-12-01 | 10.42866977183250 |
| 2006-01-01 | 10.43628051211120 |
| 2006-02-01 | 10.30383975991520 |
| 2006-03-01 | 10.50988733055140 |
| 2006-04-01 | 10.63978958424270 |
| 2006-05-01 | 10.67999325436450 |
| 2006-06-01 | 10.78596272966190 |
| 2006-07-01 | 10.87310398840080 |
| 2006-08-01 | 10.93591277787540 |
| 2006-09-01 | 11.08194726106510 |
| 2006-10-01 | 10.94626954050980 |
| 2006-11-01 | 10.85917400699460 |
| 2006-12-01 | 10.91046241828660 |
| 2007-01-01 | 10.64301583596410 |
| 2007-02-01 | 10.70537551796400 |
| 2007-03-01 | 10.80442738197450 |
| 2007-04-01 | 10.86088923988780 |
| 2007-05-01 | 10.91115881560010 |
| 2007-06-01 | 10.88228523070660 |
| 2007-07-01 | 10.98638721729400 |
| 2007-08-01 | 11.04353649692950 |
| 2007-09-01 | 10.97254519198380 |
| 2007-10-01 | 11.12530519045240 |
| 2007-11-01 | 11.15303783839490 |
| 2007-12-01 | 11.07616158241660 |
| 2008-01-01 | 11.25463544567630 |
| 2008-02-01 | 11.20421820855250 |
| 2008-03-01 | 11.19274910656150 |
| 2008-04-01 | 11.17965972375600 |
| 2008-05-01 | 11.13810209091070 |
| 2008-06-01 | 11.17652631227700 |
| 2008-07-01 | 11.20126400461220 |
| 2008-08-01 | 11.15080604120940 |
| 2008-09-01 | 11.27874006043090 |
| 2008-10-01 | 11.21849272545940 |
| 2008-11-01 | 11.15309968894960 |
| 2008-12-01 | 11.03351302437780 |
| 2009-01-01 | 11.26722195771630 |
| 2009-02-01 | 11.28744409161390 |
| 2009-03-01 | 11.27269471331280 |
| 2009-04-01 | 11.50540395448570 |
| 2009-05-01 | 11.36629514219210 |
| 2009-06-01 | 11.56839294849940 |
| 2009-07-01 | 11.21428150975070 |
| 2009-08-01 | 11.26305389826460 |
| 2009-09-01 | 11.27035573719020 |
| 2009-10-01 | 11.22420355464280 |
| 2009-11-01 | 11.25269279748020 |
| 2009-12-01 | 11.18764093917220 |
| 2010-01-01 | 11.08310087661680 |
| 2010-02-01 | 11.18106600778250 |
| 2010-03-01 | 11.15776289640720 |
| 2010-04-01 | 11.02352896905700 |
| 2010-05-01 | 11.08126051468240 |
| 2010-06-01 | 11.03879423273980 |
| 2010-07-01 | 11.13668906855330 |
| 2010-08-01 | 11.17694939448650 |
| 2010-09-01 | 11.06645875131880 |
| 2010-10-01 | 11.22922327977480 |
| 2010-11-01 | 11.23832045047000 |
| 2010-12-01 | 11.34336070930450 |
| 2011-01-01 | 11.41883214007910 |
| 2011-02-01 | 11.38895884090590 |
| 2011-03-01 | 11.35510854880230 |
| 2011-04-01 | 11.13874747125340 |
| 2011-05-01 | 11.18205379484640 |
| 2011-06-01 | 11.20956521930630 |
| 2011-07-01 | 11.14465852444500 |
| 2011-08-01 | 11.18287208654800 |
| 2011-09-01 | 11.16529542148550 |
| 2011-10-01 | 11.13678905123840 |
| 2011-11-01 | 11.13795366428120 |
| 2011-12-01 | 11.22104796292970 |
| 2012-01-01 | 11.12708872920640 |
| 2012-02-01 | 11.20453501254710 |
| 2012-03-01 | 11.26646924015940 |
| 2012-04-01 | 11.24725719232860 |
| 2012-05-01 | 11.27126935713860 |
| 2012-06-01 | 11.37052394599700 |
| 2012-07-01 | 11.45652348268250 |
| 2012-08-01 | 11.48821051905950 |
| 2012-09-01 | 11.57260584449520 |
| 2012-10-01 | 11.53843887368980 |
| 2012-11-01 | 11.62853465186020 |
| 2012-12-01 | 11.60840736013010 |
| 2013-01-01 | 11.54017254249890 |
| 2013-02-01 | 11.51694151501640 |
| 2013-03-01 | 11.58004025946750 |
| 2013-04-01 | 11.65655233717880 |
| 2013-05-01 | 11.65904547557960 |
| 2013-06-01 | 11.63288256755500 |
| 2013-07-01 | 11.44742657837720 |
| 2013-08-01 | 11.49049425929930 |
| 2013-09-01 | 11.58106128871540 |
| 2013-10-01 | 11.64597966613350 |
| 2013-11-01 | 11.63934547275360 |
| 2013-12-01 | 11.62801829506480 |
| 2014-01-01 | 11.52007112684900 |
| 2014-02-01 | 11.51534702683230 |
| 2014-03-01 | 11.59473684270090 |
| 2014-04-01 | 11.76176642382070 |
| 2014-05-01 | 11.85045497323990 |
| 2014-06-01 | 11.79704002353910 |
| 2014-07-01 | 11.94756759957470 |
| 2014-08-01 | 11.89780454791160 |
| 2014-09-01 | 11.78667506238570 |
| 2014-10-01 | 11.46339044097010 |
| 2014-11-01 | 11.64751362604910 |
| 2014-12-01 | 11.64902830395010 |
| 2015-01-01 | 11.79982589779350 |
| 2015-02-01 | 11.80978637888520 |
| 2015-03-01 | 11.90647517418800 |
| 2015-04-01 | 11.46852939674120 |
| 2015-05-01 | 11.56054368356680 |
| 2015-06-01 | 11.58838284348020 |
| 2015-07-01 | 11.41093297245500 |
| 2015-08-01 | 11.47729896823800 |
| 2015-09-01 | 11.28897646610060 |
| 2015-10-01 | 11.48342988389750 |
| 2015-11-01 | 11.56133039222060 |
| 2015-12-01 | 11.57433372406700 |
| 2016-01-01 | 11.45655159964840 |
| 2016-02-01 | 11.49987233241710 |
| 2016-03-01 | 11.51522541196760 |
| 2016-04-01 | 11.48641599605250 |
| 2016-05-01 | 11.49354411990610 |
| 2016-06-01 | 11.49089670382900 |
| 2016-07-01 | 11.47464359262060 |
| 2016-08-01 | 11.43971673231560 |
| 2016-09-01 | 11.48306160598890 |
| 2016-10-01 | 11.70795823506520 |
| 2016-11-01 | 11.66792861537950 |
| 2016-12-01 | 11.68162815042760 |
| 2017-01-01 | 12.03419202524560 |
| 2017-02-01 | 12.00337005155620 |
| 2017-03-01 | 12.03122130078310 |
| 2017-04-01 | 12.00666747129100 |
| 2017-05-01 | 12.04363624009600 |
| 2017-06-01 | 12.20772019969230 |
| 2017-07-01 | 11.92363994857240 |
| 2017-08-01 | 11.88311676573070 |
| 2017-09-01 | 12.07418613399890 |
| 2017-10-01 | 11.82450885682180 |
| 2017-11-01 | 11.86543563981700 |
| 2017-12-01 | 11.89261215447410 |
| 2018-01-01 | 11.91079735300730 |
| 2018-02-01 | 11.92202010127340 |
| 2018-03-01 | 11.94653303526530 |
| 2018-04-01 | 12.02213508760240 |
| 2018-05-01 | 11.98902994409940 |
| 2018-06-01 | 12.04120014419590 |
| 2018-07-01 | 12.26552050304640 |
| 2018-08-01 | 12.11955076325220 |
| 2018-09-01 | 12.05502796871130 |
| 2018-10-01 | 12.03586257493960 |
| 2018-11-01 | 12.06224122860630 |
| 2018-12-01 | 11.99923258324110 |
| 2019-01-01 | 11.80331803657550 |
| 2019-02-01 | 11.74749755284980 |
| 2019-03-01 | 11.77044124653110 |
| 2019-04-01 | 11.72670018768270 |
| 2019-05-01 | 11.71456215851000 |
| 2019-06-01 | 11.78172750629940 |
| 2019-07-01 | 11.79985576356750 |
| 2019-08-01 | 11.75502426855010 |
| 2019-09-01 | 11.64327096817700 |
| 2019-10-01 | 11.54821453599010 |
| 2019-11-01 | 11.48020486871200 |
| 2019-12-01 | 11.52529104682040 |
| 2020-01-01 | 11.59691807261780 |
| 2020-02-01 | 11.56472617354880 |
| 2020-03-01 | 11.48326373276710 |
| 2020-04-01 | 9.51335769054273 |
| 2020-05-01 | 9.29806125645056 |
| 2020-06-01 | 10.00495238050770 |
| 2020-07-01 | 10.25450301638380 |
| 2020-08-01 | 10.41863238174890 |
| 2020-09-01 | 10.73466291150160 |
| 2020-10-01 | 10.76924542306090 |
| 2020-11-01 | 10.72029113176610 |
| 2020-12-01 | 10.66139531433230 |
| 2021-01-01 | 10.68395717463590 |
| 2021-02-01 | 10.66237182571950 |
| 2021-03-01 | 10.78597309694970 |
| 2021-04-01 | 10.73353071934990 |
| 2021-05-01 | 10.70852490248160 |
| 2021-06-01 | 10.61077610791940 |
| 2021-07-01 | 10.89423111984380 |
| 2021-08-01 | 10.67080303930670 |
| 2021-09-01 | 10.63068077118120 |
| 2021-10-01 | 10.78263235697310 |
| 2021-11-01 | 10.86351232971160 |
| 2021-12-01 | 10.80922816744620 |
| 2022-01-01 | 10.68402339132490 |
| 2022-02-01 | 10.76294265295740 |
| 2022-03-01 | 10.68080348628950 |
| 2022-04-01 | 10.73512138810250 |
| 2022-05-01 | 10.79083928060660 |
| 2022-06-01 | 10.69856518561620 |
| 2022-07-01 | 10.75081439116730 |
| 2022-08-01 | 10.73903827486230 |
| 2022-09-01 | 10.72847974804850 |
| 2022-10-01 | 10.70410475350540 |
| 2022-11-01 | 10.71589641552800 |
| 2022-12-01 | 10.75043794482960 |
| 2023-01-01 | 10.89296559614950 |
| 2023-02-01 | 10.85745080395600 |
| 2023-03-01 | 10.88424170516890 |
| 2023-04-01 | 10.83208674622810 |
| 2023-05-01 | 10.87104527700600 |
| 2023-06-01 | 10.87230335922230 |
| 2023-07-01 | 10.91098157283600 |
| 2023-08-01 | 10.90913113645920 |
| 2023-09-01 | 10.92618419590610 |
| 2023-10-01 | 10.92628433919840 |
| 2023-11-01 | 10.96004726975920 |
| 2023-12-01 | 11.08479063067350 |
| 2024-01-01 | 11.31189828079310 |
| 2024-02-01 | 11.46413356105390 |
| 2024-03-01 | 11.49003009730530 |
| 2024-04-01 | 11.53585309550010 |
| 2024-05-01 | 11.55551546644690 |
| 2024-06-01 | 11.73616804315020 |
| 2024-07-01 | 11.75552169463820 |
| 2024-08-01 | 11.86251445711490 |
| 2024-09-01 | 11.92888461818070 |
| 2024-10-01 | 11.95244227283290 |
| 2024-11-01 | 11.90382356125590 |
| 2024-12-01 | 11.91164224218000 |
| 2025-01-01 | 11.93011747206830 |
| 2025-02-01 | 11.86762775168030 |
| 2025-03-01 | 12.20167670414880 |
| 2025-04-01 | 12.33791583508110 |
| 2025-05-01 | 12.45041823095870 |
| 2025-06-01 | 12.60132086245830 |
| 2025-07-01 | 12.51866005644470 |
| 2025-08-01 | 12.52878793321050 |
| 2025-09-01 | 12.42631733614180 |
| 2025-10-01 | 12.46542448798110 |
| 2025-11-01 | 12.62747572112550 |
| 2025-12-01 | 12.73164976539410 |
| 2026-01-01 | 12.65396809055660 |
| 2026-02-01 | 12.68154305992620 |
| 2026-03-01 | 12.60705309505380 |
| 2026-04-01 | 12.63316830699600 |
| 2026-05-01 | 12.64267352403310 |