Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Education and Health Services: Health Care and Social Assistance in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | SMU26280206562000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-12-01 |
| Last Updated | 2025-01-29 5:44 AM 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 | 12.898052256752601 |
| 1990-02-01 | 13.022520936161401 |
| 1990-03-01 | 12.998187354840901 |
| 1990-04-01 | 13.137947772945699 |
| 1990-05-01 | 13.249414051664400 |
| 1990-06-01 | 13.333473454163402 |
| 1990-07-01 | 13.346545117757302 |
| 1990-08-01 | 13.359664365603699 |
| 1990-09-01 | 13.439496947976501 |
| 1990-10-01 | 13.742184121382301 |
| 1990-11-01 | 13.613942809389900 |
| 1990-12-01 | 13.648612682685402 |
| 1991-01-01 | 13.305880359720799 |
| 1991-02-01 | 13.426347088706901 |
| 1991-03-01 | 13.390992655322900 |
| 1991-04-01 | 13.440635787563000 |
| 1991-05-01 | 13.345377850845802 |
| 1991-06-01 | 13.328935641564500 |
| 1991-07-01 | 13.237581112039500 |
| 1991-08-01 | 13.365500217261200 |
| 1991-09-01 | 13.447109974539302 |
| 1991-10-01 | 13.347170207737300 |
| 1991-11-01 | 13.223123112808000 |
| 1991-12-01 | 13.247455007362499 |
| 1992-01-01 | 13.410937122456698 |
| 1992-02-01 | 13.439399326688900 |
| 1992-03-01 | 13.467920067659499 |
| 1992-04-01 | 13.545020482010601 |
| 1992-05-01 | 13.542613729530500 |
| 1992-06-01 | 13.625785093230000 |
| 1992-07-01 | 13.818853248651301 |
| 1992-08-01 | 13.866825998264899 |
| 1992-09-01 | 13.945919421935900 |
| 1992-10-01 | 13.855997730602300 |
| 1992-11-01 | 14.030919475063900 |
| 1992-12-01 | 13.950573036047900 |
| 1993-01-01 | 14.324605418808200 |
| 1993-02-01 | 14.254670736779198 |
| 1993-03-01 | 14.350398289950700 |
| 1993-04-01 | 14.252370918178100 |
| 1993-05-01 | 14.441201760332598 |
| 1993-06-01 | 14.413997985760000 |
| 1993-07-01 | 14.385781548955100 |
| 1993-08-01 | 14.464406657802401 |
| 1993-09-01 | 14.442459534044400 |
| 1993-10-01 | 14.774305172844400 |
| 1993-11-01 | 14.836941895231600 |
| 1993-12-01 | 14.948249163216000 |
| 1994-01-01 | 14.954232670324199 |
| 1994-02-01 | 15.076791849029801 |
| 1994-03-01 | 15.136862538775500 |
| 1994-04-01 | 15.263830648040900 |
| 1994-05-01 | 15.233174872483302 |
| 1994-06-01 | 15.287973956565300 |
| 1994-07-01 | 15.360496587331099 |
| 1994-08-01 | 15.250060156374301 |
| 1994-09-01 | 15.234819110638500 |
| 1994-10-01 | 15.287183319789500 |
| 1994-11-01 | 15.243851143147900 |
| 1994-12-01 | 15.537909606207599 |
| 1995-01-01 | 15.408731658610302 |
| 1995-02-01 | 15.194532934803000 |
| 1995-03-01 | 15.349167932202500 |
| 1995-04-01 | 15.163144430872100 |
| 1995-05-01 | 15.117227002171800 |
| 1995-06-01 | 15.053258691314499 |
| 1995-07-01 | 15.137317258948901 |
| 1995-08-01 | 15.032418562141900 |
| 1995-09-01 | 15.136478104256700 |
| 1995-10-01 | 14.897655355642800 |
| 1995-11-01 | 15.053216906706700 |
| 1995-12-01 | 14.920747865554200 |
| 1996-01-01 | 15.056057231111800 |
| 1996-02-01 | 15.118169764240700 |
| 1996-03-01 | 15.067176009187100 |
| 1996-04-01 | 15.054790807246599 |
| 1996-05-01 | 15.101255660760900 |
| 1996-06-01 | 15.132031279352901 |
| 1996-07-01 | 15.027392882195000 |
| 1996-08-01 | 15.012257789271400 |
| 1996-09-01 | 14.936580674380501 |
| 1996-10-01 | 14.894916314989200 |
| 1996-11-01 | 14.853672666206100 |
| 1996-12-01 | 14.799335412662199 |
| 1997-01-01 | 14.699358879263900 |
| 1997-02-01 | 14.734039964861500 |
| 1997-03-01 | 14.687028902342501 |
| 1997-04-01 | 14.748183759531100 |
| 1997-05-01 | 14.692185417228300 |
| 1997-06-01 | 14.829687872628000 |
| 1997-07-01 | 14.718164064043801 |
| 1997-08-01 | 14.894117318844800 |
| 1997-09-01 | 14.836675233640802 |
| 1997-10-01 | 14.790699211515700 |
| 1997-11-01 | 14.745038306752301 |
| 1997-12-01 | 14.771526604339499 |
| 1998-01-01 | 14.633001761946700 |
| 1998-02-01 | 14.544426812125499 |
| 1998-03-01 | 14.600291090148499 |
| 1998-04-01 | 14.952148771770801 |
| 1998-05-01 | 14.893090484482100 |
| 1998-06-01 | 14.844845506018900 |
| 1998-07-01 | 14.318963164852600 |
| 1998-08-01 | 14.288407463029499 |
| 1998-09-01 | 14.235585936087300 |
| 1998-10-01 | 14.272211272954500 |
| 1998-11-01 | 14.123833554668500 |
| 1998-12-01 | 14.056354140170400 |
| 1999-01-01 | 14.453636497332301 |
| 1999-02-01 | 14.461100275437500 |
| 1999-03-01 | 14.517012717217600 |
| 1999-04-01 | 14.556320694233000 |
| 1999-05-01 | 14.487849168497900 |
| 1999-06-01 | 14.356167392952301 |
| 1999-07-01 | 15.113414429807800 |
| 1999-08-01 | 14.989057928835600 |
| 1999-09-01 | 14.939811147541098 |
| 1999-10-01 | 15.346226134105600 |
| 1999-11-01 | 15.190216167612200 |
| 1999-12-01 | 15.236101528858600 |
| 2000-01-01 | 15.163899291449802 |
| 2000-02-01 | 15.189925061471401 |
| 2000-03-01 | 15.329970392257000 |
| 2000-04-01 | 15.265922458125301 |
| 2000-05-01 | 15.285631175683598 |
| 2000-06-01 | 15.354921760637800 |
| 2000-07-01 | 15.515278330978100 |
| 2000-08-01 | 15.600129177546501 |
| 2000-09-01 | 15.640611094375698 |
| 2000-10-01 | 15.527995129194698 |
| 2000-11-01 | 15.556246631408000 |
| 2000-12-01 | 15.652819550860000 |
| 2001-01-01 | 15.458032408347199 |
| 2001-02-01 | 15.505135786833801 |
| 2001-03-01 | 15.330021833447600 |
| 2001-04-01 | 15.274492219776700 |
| 2001-05-01 | 15.283347264369600 |
| 2001-06-01 | 15.338745037096300 |
| 2001-07-01 | 15.820528931529500 |
| 2001-08-01 | 15.702522029753500 |
| 2001-09-01 | 15.839417479934198 |
| 2001-10-01 | 15.930150926590700 |
| 2001-11-01 | 15.940355827981800 |
| 2001-12-01 | 15.879439254364400 |
| 2002-01-01 | 16.056613812798300 |
| 2002-02-01 | 16.013158336836400 |
| 2002-03-01 | 16.133625421017800 |
| 2002-04-01 | 16.681690224080697 |
| 2002-05-01 | 16.587155090259400 |
| 2002-06-01 | 16.700497244641300 |
| 2002-07-01 | 16.430915411242800 |
| 2002-08-01 | 16.387223193965700 |
| 2002-09-01 | 16.427088202490700 |
| 2002-10-01 | 16.745532137663500 |
| 2002-11-01 | 16.838162543689300 |
| 2002-12-01 | 16.812640186231302 |
| 2003-01-01 | 16.859644016376500 |
| 2003-02-01 | 16.818753701568400 |
| 2003-03-01 | 16.934024484460302 |
| 2003-04-01 | 16.880289011806600 |
| 2003-05-01 | 16.880896243292400 |
| 2003-06-01 | 16.960708555769200 |
| 2003-07-01 | 16.837518801284002 |
| 2003-08-01 | 16.870525654202600 |
| 2003-09-01 | 16.919282087519200 |
| 2003-10-01 | 16.979871500768100 |
| 2003-11-01 | 16.867881926782697 |
| 2003-12-01 | 17.138258877563000 |
| 2004-01-01 | 17.756657767586600 |
| 2004-02-01 | 17.712384643486200 |
| 2004-03-01 | 17.720022590669200 |
| 2004-04-01 | 17.779733516590603 |
| 2004-05-01 | 17.783707974683600 |
| 2004-06-01 | 17.830027457910800 |
| 2004-07-01 | 18.334852985665300 |
| 2004-08-01 | 18.160174203470604 |
| 2004-09-01 | 18.108302287902102 |
| 2004-10-01 | 17.907397052721000 |
| 2004-11-01 | 17.900824431413300 |
| 2004-12-01 | 17.953105871225000 |
| 2005-01-01 | 17.828853982919103 |
| 2005-02-01 | 17.783221881976200 |
| 2005-03-01 | 17.895690072126600 |
| 2005-04-01 | 18.087072560908002 |
| 2005-05-01 | 18.095982308531300 |
| 2005-06-01 | 18.236818816834000 |
| 2005-07-01 | 18.127922256336998 |
| 2005-08-01 | 18.255536107124698 |
| 2005-09-01 | 18.594086171365603 |
| 2005-10-01 | 18.329489436818200 |
| 2005-11-01 | 18.444405431407300 |
| 2005-12-01 | 18.452828338012400 |
| 2006-01-01 | 18.396372314024000 |
| 2006-02-01 | 18.463049775293300 |
| 2006-03-01 | 18.480328649875100 |
| 2006-04-01 | 18.393420076201200 |
| 2006-05-01 | 18.513854881663800 |
| 2006-06-01 | 18.558184203593500 |
| 2006-07-01 | 18.623034408227100 |
| 2006-08-01 | 18.664971114372200 |
| 2006-09-01 | 18.688818090935897 |
| 2006-10-01 | 18.612255598594200 |
| 2006-11-01 | 18.672643772370602 |
| 2006-12-01 | 18.761144531783200 |
| 2007-01-01 | 18.748859673194300 |
| 2007-02-01 | 18.856438963467397 |
| 2007-03-01 | 18.787198884528100 |
| 2007-04-01 | 18.694432343882500 |
| 2007-05-01 | 18.615015315836000 |
| 2007-06-01 | 18.581792409694298 |
| 2007-07-01 | 18.631269849262700 |
| 2007-08-01 | 18.482370750417896 |
| 2007-09-01 | 18.401162585443497 |
| 2007-10-01 | 18.670535483595298 |
| 2007-11-01 | 18.577359015913900 |
| 2007-12-01 | 18.666291856591500 |
| 2008-01-01 | 18.710174104212300 |
| 2008-02-01 | 18.666880411786900 |
| 2008-03-01 | 18.709555719395300 |
| 2008-04-01 | 18.681276065574600 |
| 2008-05-01 | 18.818756548548100 |
| 2008-06-01 | 18.783076665217898 |
| 2008-07-01 | 18.939229188319600 |
| 2008-08-01 | 19.003956691722102 |
| 2008-09-01 | 19.013094928175498 |
| 2008-10-01 | 18.920024457124900 |
| 2008-11-01 | 18.966128849140198 |
| 2008-12-01 | 18.970090389968500 |
| 2009-01-01 | 19.188101339184000 |
| 2009-02-01 | 19.191227935837702 |
| 2009-03-01 | 19.254231930132800 |
| 2009-04-01 | 19.166528577346803 |
| 2009-05-01 | 19.112322337815200 |
| 2009-06-01 | 19.078884583958400 |
| 2009-07-01 | 19.046290951274802 |
| 2009-08-01 | 19.017693472975100 |
| 2009-09-01 | 19.016462279483800 |
| 2009-10-01 | 19.191971295397000 |
| 2009-11-01 | 19.148331111191897 |
| 2009-12-01 | 18.969705373224400 |
| 2010-01-01 | 19.281800902712700 |
| 2010-02-01 | 19.216250972559400 |
| 2010-03-01 | 19.193779285944900 |
| 2010-04-01 | 19.336659333014698 |
| 2010-05-01 | 19.306468093776697 |
| 2010-06-01 | 19.268833897000700 |
| 2010-07-01 | 19.149512885833800 |
| 2010-08-01 | 19.335114142024600 |
| 2010-09-01 | 19.219629178431500 |
| 2010-10-01 | 19.380848099433397 |
| 2010-11-01 | 19.330597848805300 |
| 2010-12-01 | 19.365201200770198 |
| 2011-01-01 | 19.082448052392603 |
| 2011-02-01 | 19.122167480617400 |
| 2011-03-01 | 19.219385439734800 |
| 2011-04-01 | 19.414878452485897 |
| 2011-05-01 | 19.491318711919700 |
| 2011-06-01 | 19.864992933136300 |
| 2011-07-01 | 19.957015074365300 |
| 2011-08-01 | 19.950239040692400 |
| 2011-09-01 | 20.019714111468698 |
| 2011-10-01 | 19.884271778337702 |
| 2011-11-01 | 19.916132193370200 |
| 2011-12-01 | 19.955664178555400 |
| 2012-01-01 | 19.496135536296002 |
| 2012-02-01 | 19.718866297546600 |
| 2012-03-01 | 19.623197687756200 |
| 2012-04-01 | 19.592807258319300 |
| 2012-05-01 | 19.685422488527600 |
| 2012-06-01 | 19.581620969264602 |
| 2012-07-01 | 19.254056527924398 |
| 2012-08-01 | 19.369116172459500 |
| 2012-09-01 | 19.527884221820000 |
| 2012-10-01 | 19.505056414995398 |
| 2012-11-01 | 19.623297194697198 |
| 2012-12-01 | 19.653859013745700 |
| 2013-01-01 | 19.800491149571200 |
| 2013-02-01 | 19.790634258369000 |
| 2013-03-01 | 19.802763999837900 |
| 2013-04-01 | 19.879540149272200 |
| 2013-05-01 | 19.764761675121200 |
| 2013-06-01 | 19.709061570536400 |
| 2013-07-01 | 19.858183510207397 |
| 2013-08-01 | 19.887719121233500 |
| 2013-09-01 | 19.835087913222100 |
| 2013-10-01 | 19.624191004455400 |
| 2013-11-01 | 19.833300894738898 |
| 2013-12-01 | 19.866542857224000 |
| 2014-01-01 | 19.897846036949300 |
| 2014-02-01 | 19.950532910442200 |
| 2014-03-01 | 19.962483002680500 |
| 2014-04-01 | 19.666475022316998 |
| 2014-05-01 | 19.755030140987100 |
| 2014-06-01 | 19.744980901678200 |
| 2014-07-01 | 19.662114961509500 |
| 2014-08-01 | 19.696670689988803 |
| 2014-09-01 | 19.750573011538800 |
| 2014-10-01 | 19.842743054155400 |
| 2014-11-01 | 19.847840424676303 |
| 2014-12-01 | 19.886836837353900 |
| 2015-01-01 | 19.785776749291200 |
| 2015-02-01 | 19.804786240543603 |
| 2015-03-01 | 19.921134137356397 |
| 2015-04-01 | 20.062031579406298 |
| 2015-05-01 | 20.037817772712103 |
| 2015-06-01 | 19.968461290666802 |
| 2015-07-01 | 20.178289428015700 |
| 2015-08-01 | 20.211101246329400 |
| 2015-09-01 | 20.170209777672200 |
| 2015-10-01 | 20.149322858382998 |
| 2015-11-01 | 20.150065923261900 |
| 2015-12-01 | 20.195575247095398 |
| 2016-01-01 | 20.281986244547700 |
| 2016-02-01 | 20.275118813265397 |
| 2016-03-01 | 20.293043364212398 |
| 2016-04-01 | 20.368455152807400 |
| 2016-05-01 | 20.432857242410300 |
| 2016-06-01 | 20.377142347762803 |
| 2016-07-01 | 20.381433877971400 |
| 2016-08-01 | 20.416340269015800 |
| 2016-09-01 | 20.481820909505900 |
| 2016-10-01 | 20.565026322491800 |
| 2016-11-01 | 20.553255890606900 |
| 2016-12-01 | 20.501276918807000 |
| 2017-01-01 | 20.570396408405200 |
| 2017-02-01 | 20.745517343858303 |
| 2017-03-01 | 20.778270332797803 |
| 2017-04-01 | 20.794319517209100 |
| 2017-05-01 | 20.828725388911398 |
| 2017-06-01 | 20.976530950950803 |
| 2017-07-01 | 21.079532267110300 |
| 2017-08-01 | 21.231104311733700 |
| 2017-09-01 | 21.281119252312397 |
| 2017-10-01 | 21.271505130874800 |
| 2017-11-01 | 21.449289850894800 |
| 2017-12-01 | 21.499789587269202 |
| 2018-01-01 | 21.562441513533102 |
| 2018-02-01 | 21.526263769211198 |
| 2018-03-01 | 21.575793481096202 |
| 2018-04-01 | 21.625658998444500 |
| 2018-05-01 | 21.641144508915000 |
| 2018-06-01 | 21.573422244558100 |
| 2018-07-01 | 21.364978213192500 |
| 2018-08-01 | 21.428220297328302 |
| 2018-09-01 | 21.481507691801802 |
| 2018-10-01 | 21.574547408182200 |
| 2018-11-01 | 21.646850378141604 |
| 2018-12-01 | 21.793198139180397 |
| 2019-01-01 | 21.854813572071900 |
| 2019-02-01 | 21.915735175563000 |
| 2019-03-01 | 22.086955033376302 |
| 2019-04-01 | 21.963823085489000 |
| 2019-05-01 | 22.051388983925300 |
| 2019-06-01 | 22.057390065320100 |
| 2019-07-01 | 22.047307001834200 |
| 2019-08-01 | 22.127830148658106 |
| 2019-09-01 | 22.180859302677700 |
| 2019-10-01 | 22.170303800659500 |
| 2019-11-01 | 22.239967451039000 |
| 2019-12-01 | 22.280288631176894 |
| 2020-01-01 | 22.656271634306503 |
| 2020-02-01 | 22.719354238957500 |
| 2020-03-01 | 22.809371985514100 |
| 2020-04-01 | 20.286066937427100 |
| 2020-05-01 | 19.768047352309300 |
| 2020-06-01 | 20.642308164198102 |
| 2020-07-01 | 21.032700376552900 |
| 2020-08-01 | 21.208043323911700 |
| 2020-09-01 | 21.484030131329900 |
| 2020-10-01 | 21.870025386281700 |
| 2020-11-01 | 21.538313270709600 |
| 2020-12-01 | 21.775496678116102 |
| 2021-01-01 | 21.758247463997396 |
| 2021-02-01 | 21.726646741638497 |
| 2021-03-01 | 21.827390281310898 |
| 2021-04-01 | 21.911308012034397 |
| 2021-05-01 | 21.866435605355200 |
| 2021-06-01 | 21.916866204523302 |
| 2021-07-01 | 21.916933051178304 |
| 2021-08-01 | 21.895080231338397 |
| 2021-09-01 | 21.786935072913800 |
| 2021-10-01 | 21.970530357131000 |
| 2021-11-01 | 21.933740167368400 |
| 2021-12-01 | 21.967630762540400 |
| 2022-01-01 | 21.969742917787900 |
| 2022-02-01 | 22.042731823009600 |
| 2022-03-01 | 22.042396383640398 |
| 2022-04-01 | 22.111584283495800 |
| 2022-05-01 | 22.267367551527600 |
| 2022-06-01 | 22.296395186089200 |
| 2022-07-01 | 22.211990099467698 |
| 2022-08-01 | 22.179668734988000 |
| 2022-09-01 | 22.197981717667900 |
| 2022-10-01 | 22.073279627168397 |
| 2022-11-01 | 22.131030639340100 |
| 2022-12-01 | 22.059219399592800 |
| 2023-01-01 | 22.182171060438400 |
| 2023-02-01 | 22.159328076229000 |
| 2023-03-01 | 22.050742052120000 |
| 2023-04-01 | 22.002091043634400 |
| 2023-05-01 | 21.957135140129200 |
| 2023-06-01 | 21.979817241427003 |
| 2023-07-01 | 22.215662448944602 |
| 2023-08-01 | 22.179400806421103 |
| 2023-09-01 | 22.006921861932696 |
| 2023-10-01 | 22.183246581564998 |
| 2023-11-01 | 22.231756292466102 |
| 2023-12-01 | 22.248739090704900 |
| 2024-01-01 | 21.985242013249103 |
| 2024-02-01 | 22.269185578780200 |
| 2024-03-01 | 22.351246079844604 |
| 2024-04-01 | 22.392398604188198 |
| 2024-05-01 | 22.450811606108400 |
| 2024-06-01 | 22.471972828989300 |
| 2024-07-01 | 22.423642167507200 |
| 2024-08-01 | 22.376920231660600 |
| 2024-09-01 | 22.411785401714603 |
| 2024-10-01 | 22.490399566407103 |
| 2024-11-01 | 22.533603703147897 |
| 2024-12-01 | 22.643727316325500 |
