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 2026-04-01 |
| Last Updated | 2026-05-26 2:53 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 | 6.11907927149393 |
| 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 | 6.26153044184081 |
| 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 | 6.35488774872345 |
| 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 | 6.37957137075211 |
| 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 | 6.76683959813147 |
| 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 | 6.98165374053111 |
| 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 | 7.52039701877810 |
| 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 | 7.81036108677434 |
| 1995-12-01 | 7.81594797713079 |
| 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 | 7.87513081327120 |
| 1997-09-01 | 7.85155678628655 |
| 1997-10-01 | 7.90907263193023 |
| 1997-11-01 | 7.92308807164357 |
| 1997-12-01 | 7.89744897312751 |
| 1998-01-01 | 7.84426363647952 |
| 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 | 7.94814087841468 |
| 1998-09-01 | 7.95739354150166 |
| 1998-10-01 | 7.84050780113775 |
| 1998-11-01 | 7.83643237051165 |
| 1998-12-01 | 7.88671526901731 |
| 1999-01-01 | 7.86343377391510 |
| 1999-02-01 | 7.91750442185829 |
| 1999-03-01 | 7.89345309931388 |
| 1999-04-01 | 8.13149941030074 |
| 1999-05-01 | 8.03668910693207 |
| 1999-06-01 | 8.12783245829398 |
| 1999-07-01 | 8.03843322806834 |
| 1999-08-01 | 7.91220253199226 |
| 1999-09-01 | 8.06284952824513 |
| 1999-10-01 | 8.17240093491735 |
| 1999-11-01 | 8.15388975584908 |
| 1999-12-01 | 8.18729362513419 |
| 2000-01-01 | 7.97052723993636 |
| 2000-02-01 | 8.12742728057286 |
| 2000-03-01 | 8.10571758860501 |
| 2000-04-01 | 8.12354327163762 |
| 2000-05-01 | 8.12879341312087 |
| 2000-06-01 | 8.22377855537739 |
| 2000-07-01 | 8.11291916908823 |
| 2000-08-01 | 8.18444590053858 |
| 2000-09-01 | 8.17815219653515 |
| 2000-10-01 | 8.09017551709889 |
| 2000-11-01 | 8.06676254676013 |
| 2000-12-01 | 8.19147847514459 |
| 2001-01-01 | 8.37933759500047 |
| 2001-02-01 | 8.31994790288735 |
| 2001-03-01 | 8.41533440310958 |
| 2001-04-01 | 8.31328475747121 |
| 2001-05-01 | 8.42991281031501 |
| 2001-06-01 | 8.44473298502219 |
| 2001-07-01 | 8.48359325868954 |
| 2001-08-01 | 8.56469957476196 |
| 2001-09-01 | 8.58522144878277 |
| 2001-10-01 | 8.59933602875618 |
| 2001-11-01 | 8.66961464266717 |
| 2001-12-01 | 8.70794673776575 |
| 2002-01-01 | 8.68588483525429 |
| 2002-02-01 | 8.70368655361243 |
| 2002-03-01 | 8.70914434405611 |
| 2002-04-01 | 8.80841397611314 |
| 2002-05-01 | 8.73056862331378 |
| 2002-06-01 | 8.98184087807691 |
| 2002-07-01 | 8.86379973230238 |
| 2002-08-01 | 8.85175750646209 |
| 2002-09-01 | 8.89397896544058 |
| 2002-10-01 | 8.98824951380316 |
| 2002-11-01 | 9.05379708167952 |
| 2002-12-01 | 9.12100932866416 |
| 2003-01-01 | 9.40403777037893 |
| 2003-02-01 | 9.29014121295072 |
| 2003-03-01 | 9.40678781933284 |
| 2003-04-01 | 9.70080808815145 |
| 2003-05-01 | 9.72808779120541 |
| 2003-06-01 | 9.72274510431934 |
| 2003-07-01 | 9.95529852459457 |
| 2003-08-01 | 9.94799541517350 |
| 2003-09-01 | 9.89680269471615 |
| 2003-10-01 | 9.96177191024250 |
| 2003-11-01 | 9.92773748360959 |
| 2003-12-01 | 10.03223569338240 |
| 2004-01-01 | 10.02203909802930 |
| 2004-02-01 | 10.18924808048000 |
| 2004-03-01 | 10.30812487068940 |
| 2004-04-01 | 10.10482948732620 |
| 2004-05-01 | 10.13605244451250 |
| 2004-06-01 | 10.05892071519750 |
| 2004-07-01 | 10.15016897943650 |
| 2004-08-01 | 10.13829708208240 |
| 2004-09-01 | 10.30014693502150 |
| 2004-10-01 | 10.22074506320160 |
| 2004-11-01 | 10.29911824698570 |
| 2004-12-01 | 10.23276901206780 |
| 2005-01-01 | 10.33514038888590 |
| 2005-02-01 | 10.49310371064750 |
| 2005-03-01 | 10.41229895066460 |
| 2005-04-01 | 10.22026712628850 |
| 2005-05-01 | 10.35829571410780 |
| 2005-06-01 | 10.37967595399990 |
| 2005-07-01 | 10.25526305842890 |
| 2005-08-01 | 10.33437344734370 |
| 2005-09-01 | 10.28349680879740 |
| 2005-10-01 | 10.38270904132420 |
| 2005-11-01 | 10.48047440408390 |
| 2005-12-01 | 10.42866977175720 |
| 2006-01-01 | 10.43628051206250 |
| 2006-02-01 | 10.30383975988150 |
| 2006-03-01 | 10.50988733058440 |
| 2006-04-01 | 10.63978958461980 |
| 2006-05-01 | 10.67999325444000 |
| 2006-06-01 | 10.78596272975080 |
| 2006-07-01 | 10.87310398840790 |
| 2006-08-01 | 10.93591277777170 |
| 2006-09-01 | 11.08194726089360 |
| 2006-10-01 | 10.94626954032670 |
| 2006-11-01 | 10.85917400681970 |
| 2006-12-01 | 10.91046241813740 |
| 2007-01-01 | 10.64301583589040 |
| 2007-02-01 | 10.70537551792480 |
| 2007-03-01 | 10.80442738205830 |
| 2007-04-01 | 10.86088924067530 |
| 2007-05-01 | 10.91115881577620 |
| 2007-06-01 | 10.88228523097150 |
| 2007-07-01 | 10.98638721751330 |
| 2007-08-01 | 11.04353649706540 |
| 2007-09-01 | 10.97254519035180 |
| 2007-10-01 | 11.12530519054360 |
| 2007-11-01 | 11.15303783840220 |
| 2007-12-01 | 11.07616158231070 |
| 2008-01-01 | 11.25463544543070 |
| 2008-02-01 | 11.20421820816770 |
| 2008-03-01 | 11.19274910627210 |
| 2008-04-01 | 11.17965972535550 |
| 2008-05-01 | 11.13810209112310 |
| 2008-06-01 | 11.17652631292570 |
| 2008-07-01 | 11.20126400541060 |
| 2008-08-01 | 11.15080604195980 |
| 2008-09-01 | 11.27874005749540 |
| 2008-10-01 | 11.21849272587730 |
| 2008-11-01 | 11.15309968897460 |
| 2008-12-01 | 11.03351302395520 |
| 2009-01-01 | 11.26722195670260 |
| 2009-02-01 | 11.28744409017760 |
| 2009-03-01 | 11.27269471208510 |
| 2009-04-01 | 11.50540395664710 |
| 2009-05-01 | 11.36629514332910 |
| 2009-06-01 | 11.56839295117980 |
| 2009-07-01 | 11.21428151290620 |
| 2009-08-01 | 11.26305390093910 |
| 2009-09-01 | 11.27035573304910 |
| 2009-10-01 | 11.22420355359640 |
| 2009-11-01 | 11.25269279440410 |
| 2009-12-01 | 11.18764093550570 |
| 2010-01-01 | 11.08310087309330 |
| 2010-02-01 | 11.18106600537600 |
| 2010-03-01 | 11.15776289674320 |
| 2010-04-01 | 11.02352897487810 |
| 2010-05-01 | 11.08126051860040 |
| 2010-06-01 | 11.03879423594960 |
| 2010-07-01 | 11.13668909389460 |
| 2010-08-01 | 11.17694939100730 |
| 2010-09-01 | 11.06645873820770 |
| 2010-10-01 | 11.22922326695400 |
| 2010-11-01 | 11.23832043520330 |
| 2010-12-01 | 11.34336069655600 |
| 2011-01-01 | 11.41883213544040 |
| 2011-02-01 | 11.38895884837790 |
| 2011-03-01 | 11.35510856963590 |
| 2011-04-01 | 11.13874750146030 |
| 2011-05-01 | 11.18205381792780 |
| 2011-06-01 | 11.20956522379390 |
| 2011-07-01 | 11.14465854890030 |
| 2011-08-01 | 11.18287203609230 |
| 2011-09-01 | 11.16529535757570 |
| 2011-10-01 | 11.13678898828910 |
| 2011-11-01 | 11.13795363597210 |
| 2011-12-01 | 11.22104797478360 |
| 2012-01-01 | 11.12708877670600 |
| 2012-02-01 | 11.20453507613470 |
| 2012-03-01 | 11.26646933346210 |
| 2012-04-01 | 11.24725738771140 |
| 2012-05-01 | 11.27126935400520 |
| 2012-06-01 | 11.37052387773030 |
| 2012-07-01 | 11.45652341394640 |
| 2012-08-01 | 11.48821032220950 |
| 2012-09-01 | 11.57260549190410 |
| 2012-10-01 | 11.53843873518150 |
| 2012-11-01 | 11.62853465861270 |
| 2012-12-01 | 11.60840752389690 |
| 2013-01-01 | 11.54017283606200 |
| 2013-02-01 | 11.51694184253640 |
| 2013-03-01 | 11.58004058100010 |
| 2013-04-01 | 11.65655276027720 |
| 2013-05-01 | 11.65904539219400 |
| 2013-06-01 | 11.63288228460920 |
| 2013-07-01 | 11.44742617595440 |
| 2013-08-01 | 11.49049367668580 |
| 2013-09-01 | 11.58106042518070 |
| 2013-10-01 | 11.64597920085220 |
| 2013-11-01 | 11.63934520645060 |
| 2013-12-01 | 11.62801889836570 |
| 2014-01-01 | 11.52007322697040 |
| 2014-02-01 | 11.51534748096790 |
| 2014-03-01 | 11.59473745881050 |
| 2014-04-01 | 11.76176733710130 |
| 2014-05-01 | 11.85045514780440 |
| 2014-06-01 | 11.79703736187260 |
| 2014-07-01 | 11.94756721031780 |
| 2014-08-01 | 11.89780390782240 |
| 2014-09-01 | 11.78667227056960 |
| 2014-10-01 | 11.46339001352400 |
| 2014-11-01 | 11.64751350985190 |
| 2014-12-01 | 11.64902974629450 |
| 2015-01-01 | 11.79983035010640 |
| 2015-02-01 | 11.80978751662380 |
| 2015-03-01 | 11.90647654048200 |
| 2015-04-01 | 11.46853104682870 |
| 2015-05-01 | 11.56054459540950 |
| 2015-06-01 | 11.58837836818160 |
| 2015-07-01 | 11.41092815953060 |
| 2015-08-01 | 11.47729838525780 |
| 2015-09-01 | 11.28897195499460 |
| 2015-10-01 | 11.48342933713920 |
| 2015-11-01 | 11.56133062807000 |
| 2015-12-01 | 11.57433700727350 |
| 2016-01-01 | 11.45655981125610 |
| 2016-02-01 | 11.49987594070920 |
| 2016-03-01 | 11.51522895639220 |
| 2016-04-01 | 11.48641891573790 |
| 2016-05-01 | 11.49354470696390 |
| 2016-06-01 | 11.49088792435800 |
| 2016-07-01 | 11.47463114247140 |
| 2016-08-01 | 11.43971343410360 |
| 2016-09-01 | 11.48305358756940 |
| 2016-10-01 | 11.70795784212050 |
| 2016-11-01 | 11.66793125505380 |
| 2016-12-01 | 11.68163619983510 |
| 2017-01-01 | 12.03420785515440 |
| 2017-02-01 | 12.00338238790770 |
| 2017-03-01 | 12.03123413126360 |
| 2017-04-01 | 12.00666272676340 |
| 2017-05-01 | 12.04363727527170 |
| 2017-06-01 | 12.20770118416400 |
| 2017-07-01 | 11.92361363820850 |
| 2017-08-01 | 11.88310722299180 |
| 2017-09-01 | 12.07416858269170 |
| 2017-10-01 | 11.82450783928150 |
| 2017-11-01 | 11.86544586292950 |
| 2017-12-01 | 11.89263170198060 |
| 2018-01-01 | 11.91082699272380 |
| 2018-02-01 | 11.92204635199570 |
| 2018-03-01 | 11.94656111474820 |
| 2018-04-01 | 12.02213140400790 |
| 2018-05-01 | 11.98904011684460 |
| 2018-06-01 | 12.04112436249170 |
| 2018-07-01 | 12.26547688205740 |
| 2018-08-01 | 12.11953924748960 |
| 2018-09-01 | 12.05496344501660 |
| 2018-10-01 | 12.03585555251200 |
| 2018-11-01 | 12.06234754006850 |
| 2018-12-01 | 11.99925673374380 |
| 2019-01-01 | 11.80335430423320 |
| 2019-02-01 | 11.74753449651250 |
| 2019-03-01 | 11.77048068247450 |
| 2019-04-01 | 11.72669128255130 |
| 2019-05-01 | 11.71457443920330 |
| 2019-06-01 | 11.78159444975620 |
| 2019-07-01 | 11.79979118080060 |
| 2019-08-01 | 11.75500573136080 |
| 2019-09-01 | 11.64316385081510 |
| 2019-10-01 | 11.54820187718990 |
| 2019-11-01 | 11.48039440797760 |
| 2019-12-01 | 11.52530926731130 |
| 2020-01-01 | 11.59705177556510 |
| 2020-02-01 | 11.56475104017240 |
| 2020-03-01 | 11.48328909864670 |
| 2020-04-01 | 9.51334051108089 |
| 2020-05-01 | 9.29806013299091 |
| 2020-06-01 | 10.00478246948770 |
| 2020-07-01 | 10.25442517224430 |
| 2020-08-01 | 10.41859671127270 |
| 2020-09-01 | 10.73450350297490 |
| 2020-10-01 | 10.76919674825030 |
| 2020-11-01 | 10.72067864263930 |
| 2020-12-01 | 10.66139478770040 |
| 2021-01-01 | 10.68417893097890 |
| 2021-02-01 | 10.66241406204590 |
| 2021-03-01 | 10.78599486600240 |
| 2021-04-01 | 10.73347848165940 |
| 2021-05-01 | 10.70844636198920 |
| 2021-06-01 | 10.61049229179060 |
| 2021-07-01 | 10.89404621805480 |
| 2021-08-01 | 10.67069578424850 |
| 2021-09-01 | 10.63050429543080 |
| 2021-10-01 | 10.78260845759180 |
| 2021-11-01 | 10.86413347669790 |
| 2021-12-01 | 10.80932694414080 |
| 2022-01-01 | 10.68450222210600 |
| 2022-02-01 | 10.76307145787120 |
| 2022-03-01 | 10.68083511675670 |
| 2022-04-01 | 10.73498132046090 |
| 2022-05-01 | 10.79050932046880 |
| 2022-06-01 | 10.69792577614380 |
| 2022-07-01 | 10.75027906491450 |
| 2022-08-01 | 10.73868255160510 |
| 2022-09-01 | 10.72863700955900 |
| 2022-10-01 | 10.70431126468930 |
| 2022-11-01 | 10.71694488379060 |
| 2022-12-01 | 10.75051243721090 |
| 2023-01-01 | 10.89386612103290 |
| 2023-02-01 | 10.85788723187490 |
| 2023-03-01 | 10.88453230000210 |
| 2023-04-01 | 10.83222253048620 |
| 2023-05-01 | 10.86944158981740 |
| 2023-06-01 | 10.87080524131970 |
| 2023-07-01 | 10.90974155555630 |
| 2023-08-01 | 10.90843334660210 |
| 2023-09-01 | 10.92691975583240 |
| 2023-10-01 | 10.92716432313750 |
| 2023-11-01 | 10.96171149245800 |
| 2023-12-01 | 11.08504056162030 |
| 2024-01-01 | 11.31331644646250 |
| 2024-02-01 | 11.46489873964200 |
| 2024-03-01 | 11.49054498628280 |
| 2024-04-01 | 11.53599658962470 |
| 2024-05-01 | 11.55353834477450 |
| 2024-06-01 | 11.73330872332980 |
| 2024-07-01 | 11.75318580947860 |
| 2024-08-01 | 11.86121126218250 |
| 2024-09-01 | 11.93031924086800 |
| 2024-10-01 | 11.95412103232810 |
| 2024-11-01 | 11.90631707007310 |
| 2024-12-01 | 11.91199740508000 |
| 2025-01-01 | 11.93195307115500 |
| 2025-02-01 | 11.86873541113980 |
| 2025-03-01 | 12.20248014750760 |
| 2025-04-01 | 12.33811677821560 |
| 2025-05-01 | 12.44843218370120 |
| 2025-06-01 | 12.59689415992280 |
| 2025-07-01 | 12.51514763635000 |
| 2025-08-01 | 12.52690499388110 |
| 2025-09-01 | 12.42817721404600 |
| 2025-10-01 | 12.46784462629510 |
| 2025-11-01 | 12.63045261349510 |
| 2025-12-01 | 12.73192594563250 |
| 2026-01-01 | 12.65570182807740 |
| 2026-02-01 | 12.68245247456400 |
| 2026-03-01 | 12.60750525709990 |
| 2026-04-01 | 12.63261828133920 |