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 2026-06-01 |
| Last Updated | 2026-07-22 9:37 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 | 6.11997909421562 |
| 1990-04-01 | 6.19126262492348 |
| 1990-05-01 | 6.05844455363188 |
| 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 | 6.37957137075212 |
| 1991-12-01 | 6.40003521017999 |
| 1992-01-01 | 6.52207379440299 |
| 1992-02-01 | 6.59684228425077 |
| 1992-03-01 | 6.61160836067421 |
| 1992-04-01 | 6.49420818367683 |
| 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 | 7.08281847077098 |
| 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 | 7.31089932684335 |
| 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 | 7.81594797713078 |
| 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 | 7.85859206756677 |
| 1997-08-01 | 7.87513081327121 |
| 1997-09-01 | 7.85155678628655 |
| 1997-10-01 | 7.90907263193023 |
| 1997-11-01 | 7.92308807164357 |
| 1997-12-01 | 7.89744897312750 |
| 1998-01-01 | 7.84426363647951 |
| 1998-02-01 | 7.79434265137160 |
| 1998-03-01 | 7.87503402444284 |
| 1998-04-01 | 7.93633863482690 |
| 1998-05-01 | 7.95016534863527 |
| 1998-06-01 | 7.96262799401079 |
| 1998-07-01 | 8.15986240012316 |
| 1998-08-01 | 7.94814087841471 |
| 1998-09-01 | 7.95739354150169 |
| 1998-10-01 | 7.84050780113777 |
| 1998-11-01 | 7.83643237051165 |
| 1998-12-01 | 7.88671526901729 |
| 1999-01-01 | 7.86343377391505 |
| 1999-02-01 | 7.91750442185827 |
| 1999-03-01 | 7.89345309931389 |
| 1999-04-01 | 8.13149941030078 |
| 1999-05-01 | 8.03668910693209 |
| 1999-06-01 | 8.12783245829394 |
| 1999-07-01 | 8.03843322806824 |
| 1999-08-01 | 7.91220253199213 |
| 1999-09-01 | 8.06284952824504 |
| 1999-10-01 | 8.17240093491746 |
| 1999-11-01 | 8.15388975584939 |
| 1999-12-01 | 8.18729362513457 |
| 2000-01-01 | 7.97052723993661 |
| 2000-02-01 | 8.12742728057285 |
| 2000-03-01 | 8.10571758860474 |
| 2000-04-01 | 8.12354327163766 |
| 2000-05-01 | 8.12879341312023 |
| 2000-06-01 | 8.22377855537667 |
| 2000-07-01 | 8.11291916908761 |
| 2000-08-01 | 8.18444590053804 |
| 2000-09-01 | 8.17815219653499 |
| 2000-10-01 | 8.09017551709967 |
| 2000-11-01 | 8.06676254676198 |
| 2000-12-01 | 8.19147847514704 |
| 2001-01-01 | 8.37933759500259 |
| 2001-02-01 | 8.31994790288539 |
| 2001-03-01 | 8.41533440310874 |
| 2001-04-01 | 8.31328475747081 |
| 2001-05-01 | 8.42991281031342 |
| 2001-06-01 | 8.44473298502116 |
| 2001-07-01 | 8.48359325868911 |
| 2001-08-01 | 8.56469957475911 |
| 2001-09-01 | 8.58522144877741 |
| 2001-10-01 | 8.59933602875254 |
| 2001-11-01 | 8.66961464266811 |
| 2001-12-01 | 8.70794673777161 |
| 2002-01-01 | 8.68588483526409 |
| 2002-02-01 | 8.70368655363721 |
| 2002-03-01 | 8.70914434406418 |
| 2002-04-01 | 8.80841397608399 |
| 2002-05-01 | 8.73056862331354 |
| 2002-06-01 | 8.98184087807394 |
| 2002-07-01 | 8.86379973229821 |
| 2002-08-01 | 8.85175750644964 |
| 2002-09-01 | 8.89397896542084 |
| 2002-10-01 | 8.98824951378574 |
| 2002-11-01 | 9.05379708167732 |
| 2002-12-01 | 9.12100932868470 |
| 2003-01-01 | 9.40403777042346 |
| 2003-02-01 | 9.29014121303280 |
| 2003-03-01 | 9.40678781937930 |
| 2003-04-01 | 9.70080808809273 |
| 2003-05-01 | 9.72808779117987 |
| 2003-06-01 | 9.72274510424876 |
| 2003-07-01 | 9.95529852449455 |
| 2003-08-01 | 9.94799541504546 |
| 2003-09-01 | 9.89680269481077 |
| 2003-10-01 | 9.96177191020839 |
| 2003-11-01 | 9.92773748366597 |
| 2003-12-01 | 10.03223569348930 |
| 2004-01-01 | 10.02203909809860 |
| 2004-02-01 | 10.18924808127500 |
| 2004-03-01 | 10.30812487053560 |
| 2004-04-01 | 10.10482948692680 |
| 2004-05-01 | 10.13605244414000 |
| 2004-06-01 | 10.05892071478870 |
| 2004-07-01 | 10.15016897906210 |
| 2004-08-01 | 10.13829708180780 |
| 2004-09-01 | 10.30014693539440 |
| 2004-10-01 | 10.22074506354800 |
| 2004-11-01 | 10.29911824771360 |
| 2004-12-01 | 10.23276901293620 |
| 2005-01-01 | 10.33514038947050 |
| 2005-02-01 | 10.49310371221910 |
| 2005-03-01 | 10.41229894962360 |
| 2005-04-01 | 10.22026712430760 |
| 2005-05-01 | 10.35829571189770 |
| 2005-06-01 | 10.37967595208450 |
| 2005-07-01 | 10.25526305739990 |
| 2005-08-01 | 10.33437344741460 |
| 2005-09-01 | 10.28349681060040 |
| 2005-10-01 | 10.38270904399600 |
| 2005-11-01 | 10.48047440775960 |
| 2005-12-01 | 10.42866977586570 |
| 2006-01-01 | 10.43628051430160 |
| 2006-02-01 | 10.30383976253770 |
| 2006-03-01 | 10.50988732822910 |
| 2006-04-01 | 10.63978956855030 |
| 2006-05-01 | 10.67999324967030 |
| 2006-06-01 | 10.78596272254940 |
| 2006-07-01 | 10.87310398892810 |
| 2006-08-01 | 10.93591278166950 |
| 2006-09-01 | 11.08194726858250 |
| 2006-10-01 | 10.94626954999280 |
| 2006-11-01 | 10.85917401728350 |
| 2006-12-01 | 10.91046242811700 |
| 2007-01-01 | 10.64301584029150 |
| 2007-02-01 | 10.70537551998480 |
| 2007-03-01 | 10.80442737482260 |
| 2007-04-01 | 10.86088920482200 |
| 2007-05-01 | 10.91115880342110 |
| 2007-06-01 | 10.88228521237540 |
| 2007-07-01 | 10.98638721068960 |
| 2007-08-01 | 11.04353649162310 |
| 2007-09-01 | 10.97254525782990 |
| 2007-10-01 | 11.12530519158320 |
| 2007-11-01 | 11.15303784625070 |
| 2007-12-01 | 11.07616159626050 |
| 2008-01-01 | 11.25463546440200 |
| 2008-02-01 | 11.20421823416970 |
| 2008-03-01 | 11.19274912536490 |
| 2008-04-01 | 11.17965959346620 |
| 2008-05-01 | 11.13810208597450 |
| 2008-06-01 | 11.17652628246640 |
| 2008-07-01 | 11.20126398013720 |
| 2008-08-01 | 11.15080601292870 |
| 2008-09-01 | 11.27874017937240 |
| 2008-10-01 | 11.21849271673910 |
| 2008-11-01 | 11.15309970212220 |
| 2008-12-01 | 11.03351306032700 |
| 2009-01-01 | 11.26722202167110 |
| 2009-02-01 | 11.28744417672790 |
| 2009-03-01 | 11.27269478642510 |
| 2009-04-01 | 11.50540372986910 |
| 2009-05-01 | 11.36629508798150 |
| 2009-06-01 | 11.56839280476550 |
| 2009-07-01 | 11.21428135223840 |
| 2009-08-01 | 11.26305376665640 |
| 2009-09-01 | 11.27035591184430 |
| 2009-10-01 | 11.22420367320700 |
| 2009-11-01 | 11.25269304949070 |
| 2009-12-01 | 11.18764121527830 |
| 2010-01-01 | 11.08310109847250 |
| 2010-02-01 | 11.18106611395110 |
| 2010-03-01 | 11.15776282752750 |
| 2010-04-01 | 11.02352842089340 |
| 2010-05-01 | 11.08126023793470 |
| 2010-06-01 | 11.03879398159710 |
| 2010-07-01 | 11.13668786723860 |
| 2010-08-01 | 11.17694951561910 |
| 2010-09-01 | 11.06645935457180 |
| 2010-10-01 | 11.22922405471880 |
| 2010-11-01 | 11.23832146183390 |
| 2010-12-01 | 11.34336162790630 |
| 2011-01-01 | 11.41883260077310 |
| 2011-02-01 | 11.38895863701870 |
| 2011-03-01 | 11.35510768648330 |
| 2011-04-01 | 11.13874593742120 |
| 2011-05-01 | 11.18205267601050 |
| 2011-06-01 | 11.20956460092150 |
| 2011-07-01 | 11.14465641940640 |
| 2011-08-01 | 11.18287279217740 |
| 2011-09-01 | 11.16529672780550 |
| 2011-10-01 | 11.13679124310590 |
| 2011-11-01 | 11.13795592102660 |
| 2011-12-01 | 11.22105015167890 |
| 2012-01-01 | 11.12709073808690 |
| 2012-02-01 | 11.20453679016210 |
| 2012-03-01 | 11.26646810697630 |
| 2012-04-01 | 11.24724355702140 |
| 2012-05-01 | 11.27127042067300 |
| 2012-06-01 | 11.37052526550950 |
| 2012-07-01 | 11.45652107732500 |
| 2012-08-01 | 11.48820988085750 |
| 2012-09-01 | 11.57260628708600 |
| 2012-10-01 | 11.53843621651210 |
| 2012-11-01 | 11.62853304028160 |
| 2012-12-01 | 11.60841057899090 |
| 2013-01-01 | 11.54018627871960 |
| 2013-02-01 | 11.51696400362500 |
| 2013-03-01 | 11.58005768919080 |
| 2013-04-01 | 11.65653506293230 |
| 2013-05-01 | 11.65904247707240 |
| 2013-06-01 | 11.63286515507050 |
| 2013-07-01 | 11.44739793165670 |
| 2013-08-01 | 11.49046753752910 |
| 2013-09-01 | 11.58104586777150 |
| 2013-10-01 | 11.64597125904720 |
| 2013-11-01 | 11.63935307530810 |
| 2013-12-01 | 11.62803784781720 |
| 2014-01-01 | 11.52011440786480 |
| 2014-02-01 | 11.51543388714920 |
| 2014-03-01 | 11.59481154982530 |
| 2014-04-01 | 11.76176347217010 |
| 2014-05-01 | 11.85043611283180 |
| 2014-06-01 | 11.79693470811650 |
| 2014-07-01 | 11.94745661221200 |
| 2014-08-01 | 11.89770322876820 |
| 2014-09-01 | 11.78666157751460 |
| 2014-10-01 | 11.46337545046660 |
| 2014-11-01 | 11.64753985051050 |
| 2014-12-01 | 11.64906159469590 |
| 2015-01-01 | 11.79991225013820 |
| 2015-02-01 | 11.80997602780520 |
| 2015-03-01 | 11.90665819578220 |
| 2015-04-01 | 11.46865676141430 |
| 2015-05-01 | 11.56069465525530 |
| 2015-06-01 | 11.58845770434260 |
| 2015-07-01 | 11.40950704339640 |
| 2015-08-01 | 11.47741901580650 |
| 2015-09-01 | 11.28918101513880 |
| 2015-10-01 | 11.48354951360050 |
| 2015-11-01 | 11.56145004518460 |
| 2015-12-01 | 11.57441875499130 |
| 2016-01-01 | 11.45665387754950 |
| 2016-02-01 | 11.50009169287480 |
| 2016-03-01 | 11.51544932735540 |
| 2016-04-01 | 11.48663267441480 |
| 2016-05-01 | 11.49384588566570 |
| 2016-06-01 | 11.49115748987940 |
| 2016-07-01 | 11.47192622084400 |
| 2016-08-01 | 11.44010374504350 |
| 2016-09-01 | 11.48354820564410 |
| 2016-10-01 | 11.70827056938000 |
| 2016-11-01 | 11.66817283075370 |
| 2016-12-01 | 11.68175769050560 |
| 2017-01-01 | 12.03426347273650 |
| 2017-02-01 | 12.00350614238200 |
| 2017-03-01 | 12.03132780877300 |
| 2017-04-01 | 12.00677779006510 |
| 2017-05-01 | 12.04426681949990 |
| 2017-06-01 | 12.20835138716140 |
| 2017-07-01 | 11.91964669800370 |
| 2017-08-01 | 11.88389638115960 |
| 2017-09-01 | 12.07512269201440 |
| 2017-10-01 | 11.82505723907010 |
| 2017-11-01 | 11.86577372674680 |
| 2017-12-01 | 11.89273225586980 |
| 2018-01-01 | 11.91072174032870 |
| 2018-02-01 | 11.92192188588160 |
| 2018-03-01 | 11.94630089973800 |
| 2018-04-01 | 12.02177536169650 |
| 2018-05-01 | 11.98950173572960 |
| 2018-06-01 | 12.04282178100350 |
| 2018-07-01 | 12.26131569228830 |
| 2018-08-01 | 12.12008732259890 |
| 2018-09-01 | 12.05750830211410 |
| 2018-10-01 | 12.03634643368780 |
| 2018-11-01 | 12.06168867320530 |
| 2018-12-01 | 11.99927416027440 |
| 2019-01-01 | 11.80310605257830 |
| 2019-02-01 | 11.74714352586800 |
| 2019-03-01 | 11.76985997966010 |
| 2019-04-01 | 11.72593237369390 |
| 2019-05-01 | 11.71494098172450 |
| 2019-06-01 | 11.78443439970070 |
| 2019-07-01 | 11.79585032877520 |
| 2019-08-01 | 11.75540013494650 |
| 2019-09-01 | 11.64715260535440 |
| 2019-10-01 | 11.54856385312240 |
| 2019-11-01 | 11.47872956411410 |
| 2019-12-01 | 11.52516304651620 |
| 2020-01-01 | 11.59647272781900 |
| 2020-02-01 | 11.56408636543850 |
| 2020-03-01 | 11.48241041283210 |
| 2020-04-01 | 9.51249537713831 |
| 2020-05-01 | 9.29809652898605 |
| 2020-06-01 | 10.00797441024130 |
| 2020-07-01 | 10.25212085937100 |
| 2020-08-01 | 10.41856855554720 |
| 2020-09-01 | 10.73928872140830 |
| 2020-10-01 | 10.76929836145150 |
| 2020-11-01 | 10.71825002447850 |
| 2020-12-01 | 10.66110488005340 |
| 2021-01-01 | 10.68332367547260 |
| 2021-02-01 | 10.66097242214820 |
| 2021-03-01 | 10.78492373113810 |
| 2021-04-01 | 10.73247045941680 |
| 2021-05-01 | 10.70861917209220 |
| 2021-06-01 | 10.61419497051690 |
| 2021-07-01 | 10.89341595154130 |
| 2021-08-01 | 10.67096210114700 |
| 2021-09-01 | 10.63533349749770 |
| 2021-10-01 | 10.78264750499370 |
| 2021-11-01 | 10.86152881102460 |
| 2021-12-01 | 10.80847748254660 |
| 2022-01-01 | 10.68290581332210 |
| 2022-02-01 | 10.76025570402910 |
| 2022-03-01 | 10.67879584790900 |
| 2022-04-01 | 10.73349321056380 |
| 2022-05-01 | 10.79058790912940 |
| 2022-06-01 | 10.70394708245880 |
| 2022-07-01 | 10.75240935865650 |
| 2022-08-01 | 10.74054963599670 |
| 2022-09-01 | 10.73228044877520 |
| 2022-10-01 | 10.70310816104550 |
| 2022-11-01 | 10.71483762922890 |
| 2022-12-01 | 10.74978371087960 |
| 2023-01-01 | 10.89122700607570 |
| 2023-02-01 | 10.85290695983840 |
| 2023-03-01 | 10.87998964154830 |
| 2023-04-01 | 10.82756087951800 |
| 2023-05-01 | 10.86663206060820 |
| 2023-06-01 | 10.88588050504610 |
| 2023-07-01 | 10.91655604420850 |
| 2023-08-01 | 10.91384168951970 |
| 2023-09-01 | 10.92836576203030 |
| 2023-10-01 | 10.92409923517540 |
| 2023-11-01 | 10.95957020407400 |
| 2023-12-01 | 11.08327488843430 |
| 2024-01-01 | 11.30870051981850 |
| 2024-02-01 | 11.45724926461630 |
| 2024-03-01 | 11.48256258515050 |
| 2024-04-01 | 11.52745236289540 |
| 2024-05-01 | 11.54627559034650 |
| 2024-06-01 | 11.75996887598190 |
| 2024-07-01 | 11.76660936343850 |
| 2024-08-01 | 11.87163188594390 |
| 2024-09-01 | 11.92918011053320 |
| 2024-10-01 | 11.94844186754140 |
| 2024-11-01 | 11.90424603358840 |
| 2024-12-01 | 11.90941399430710 |
| 2025-01-01 | 11.92537239663700 |
| 2025-02-01 | 11.85834171860000 |
| 2025-03-01 | 12.19070535552900 |
| 2025-04-01 | 12.32464660009470 |
| 2025-05-01 | 12.43478432032380 |
| 2025-06-01 | 12.63626087809820 |
| 2025-07-01 | 12.53613006546150 |
| 2025-08-01 | 12.54215009786560 |
| 2025-09-01 | 12.42555875346350 |
| 2025-10-01 | 12.46045285988470 |
| 2025-11-01 | 12.62780267433690 |
| 2025-12-01 | 12.72787750513260 |
| 2026-01-01 | 12.64745108098540 |
| 2026-02-01 | 12.67015087475630 |
| 2026-03-01 | 12.59342217193240 |
| 2026-04-01 | 12.61699694964660 |
| 2026-05-01 | 12.62426685816020 |
| 2026-06-01 | 12.52724013398150 |