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 2025-08-01 |
| Last Updated | 2025-09-20 5:29 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 | 11.957993067038400 |
| 1990-02-01 | 12.082064189078200 |
| 1990-03-01 | 12.048952232755802 |
| 1990-04-01 | 12.151714567191300 |
| 1990-05-01 | 12.252473247971402 |
| 1990-06-01 | 12.325037042374301 |
| 1990-07-01 | 12.276625262558100 |
| 1990-08-01 | 12.303337424982200 |
| 1990-09-01 | 12.403952929720699 |
| 1990-10-01 | 12.763040488790100 |
| 1990-11-01 | 12.600230905157900 |
| 1990-12-01 | 12.621853758582300 |
| 1991-01-01 | 12.364136747619300 |
| 1991-02-01 | 12.489573682923600 |
| 1991-03-01 | 12.443560070304000 |
| 1991-04-01 | 12.557240768020500 |
| 1991-05-01 | 12.450191379786000 |
| 1991-06-01 | 12.415472657520900 |
| 1991-07-01 | 12.268398819192500 |
| 1991-08-01 | 12.406955777994700 |
| 1991-09-01 | 12.415228309580700 |
| 1991-10-01 | 12.367769907997902 |
| 1991-11-01 | 12.213891713082399 |
| 1991-12-01 | 12.223635275683401 |
| 1992-01-01 | 12.463540046370700 |
| 1992-02-01 | 12.496956325744500 |
| 1992-03-01 | 12.525708517639500 |
| 1992-04-01 | 12.562578444653198 |
| 1992-05-01 | 12.548030164361698 |
| 1992-06-01 | 12.606470155402600 |
| 1992-07-01 | 12.846452580959001 |
| 1992-08-01 | 12.903653308708801 |
| 1992-09-01 | 12.920960177814200 |
| 1992-10-01 | 12.878100929600999 |
| 1992-11-01 | 13.028715139722800 |
| 1992-12-01 | 12.927020155600600 |
| 1993-01-01 | 13.472379245203800 |
| 1993-02-01 | 13.404550107681901 |
| 1993-03-01 | 13.513455367821800 |
| 1993-04-01 | 13.374244933011902 |
| 1993-05-01 | 13.550620143598401 |
| 1993-06-01 | 13.491370330997200 |
| 1993-07-01 | 13.412397869025400 |
| 1993-08-01 | 13.496492855546599 |
| 1993-09-01 | 13.525643506145501 |
| 1993-10-01 | 13.696816550183199 |
| 1993-11-01 | 13.740821341122501 |
| 1993-12-01 | 13.825272808148998 |
| 1994-01-01 | 13.892925445764599 |
| 1994-02-01 | 14.020485483536902 |
| 1994-03-01 | 14.105622011520099 |
| 1994-04-01 | 14.182946899224200 |
| 1994-05-01 | 14.138893169369800 |
| 1994-06-01 | 14.260111071799700 |
| 1994-07-01 | 14.289468187757098 |
| 1994-08-01 | 14.082897226605900 |
| 1994-09-01 | 14.125750046686699 |
| 1994-10-01 | 14.205515159177100 |
| 1994-11-01 | 14.158273269364700 |
| 1994-12-01 | 14.423496944881899 |
| 1995-01-01 | 14.338179589617699 |
| 1995-02-01 | 14.230185595912301 |
| 1995-03-01 | 14.414512015158300 |
| 1995-04-01 | 14.076079622755001 |
| 1995-05-01 | 14.019327789940300 |
| 1995-06-01 | 13.921026797817198 |
| 1995-07-01 | 13.979259599170101 |
| 1995-08-01 | 13.876747243634501 |
| 1995-09-01 | 13.933397217390699 |
| 1995-10-01 | 13.709374210206000 |
| 1995-11-01 | 13.876505509437498 |
| 1995-12-01 | 13.719148083843802 |
| 1996-01-01 | 13.874320494545099 |
| 1996-02-01 | 13.941244495646801 |
| 1996-03-01 | 13.925033627594301 |
| 1996-04-01 | 13.856467313908000 |
| 1996-05-01 | 13.897075881057699 |
| 1996-06-01 | 13.893800706815600 |
| 1996-07-01 | 13.883383280291200 |
| 1996-08-01 | 13.875263146438000 |
| 1996-09-01 | 13.834771027150700 |
| 1996-10-01 | 13.696754372078200 |
| 1996-11-01 | 13.687418634828800 |
| 1996-12-01 | 13.616414158223500 |
| 1997-01-01 | 13.508242934500801 |
| 1997-02-01 | 13.444062955784199 |
| 1997-03-01 | 13.422476950939100 |
| 1997-04-01 | 13.541964525636900 |
| 1997-05-01 | 13.483382171138198 |
| 1997-06-01 | 13.587321765858200 |
| 1997-07-01 | 13.393871993203499 |
| 1997-08-01 | 13.679103779206901 |
| 1997-09-01 | 13.537797701680802 |
| 1997-10-01 | 13.587427025606100 |
| 1997-11-01 | 13.481078369697000 |
| 1997-12-01 | 13.508778935513599 |
| 1998-01-01 | 13.331145876187800 |
| 1998-02-01 | 13.249161776505101 |
| 1998-03-01 | 13.416809011871200 |
| 1998-04-01 | 13.731037126441800 |
| 1998-05-01 | 13.673898891169500 |
| 1998-06-01 | 13.688027356969199 |
| 1998-07-01 | 13.114155703552100 |
| 1998-08-01 | 13.103217272018100 |
| 1998-09-01 | 13.047278163346100 |
| 1998-10-01 | 13.067850535466402 |
| 1998-11-01 | 13.060036220902500 |
| 1998-12-01 | 13.009439928383902 |
| 1999-01-01 | 13.343767508714302 |
| 1999-02-01 | 13.352279489774102 |
| 1999-03-01 | 13.400966198575000 |
| 1999-04-01 | 13.424600377880099 |
| 1999-05-01 | 13.373458907446402 |
| 1999-06-01 | 13.290987090194900 |
| 1999-07-01 | 14.029498855704201 |
| 1999-08-01 | 13.925981481043000 |
| 1999-09-01 | 13.759121301909099 |
| 1999-10-01 | 14.155744723726599 |
| 1999-11-01 | 14.136237276376500 |
| 1999-12-01 | 14.097578697917800 |
| 2000-01-01 | 14.041180149127200 |
| 2000-02-01 | 14.053625273428901 |
| 2000-03-01 | 14.187606283843500 |
| 2000-04-01 | 14.022909665155401 |
| 2000-05-01 | 14.079839466800498 |
| 2000-06-01 | 14.086336803567700 |
| 2000-07-01 | 14.150533963201400 |
| 2000-08-01 | 14.256321777783501 |
| 2000-09-01 | 14.271879696103900 |
| 2000-10-01 | 14.152615733835098 |
| 2000-11-01 | 14.216021188604900 |
| 2000-12-01 | 14.296253206784000 |
| 2001-01-01 | 14.014057457581000 |
| 2001-02-01 | 14.046486956766401 |
| 2001-03-01 | 13.865637608032200 |
| 2001-04-01 | 13.930478773218901 |
| 2001-05-01 | 13.894518306217801 |
| 2001-06-01 | 13.882566292702197 |
| 2001-07-01 | 14.469879457331300 |
| 2001-08-01 | 14.361266876175900 |
| 2001-09-01 | 14.474969136803901 |
| 2001-10-01 | 14.570666598444500 |
| 2001-11-01 | 14.606345014353900 |
| 2001-12-01 | 14.491307927009200 |
| 2002-01-01 | 14.699709056218099 |
| 2002-02-01 | 14.647475358424499 |
| 2002-03-01 | 14.762453724383500 |
| 2002-04-01 | 15.437560042613300 |
| 2002-05-01 | 15.407954457681901 |
| 2002-06-01 | 15.455574623314199 |
| 2002-07-01 | 15.281772474198899 |
| 2002-08-01 | 15.150776025778999 |
| 2002-09-01 | 15.175569607729200 |
| 2002-10-01 | 15.491132305360600 |
| 2002-11-01 | 15.703142968826599 |
| 2002-12-01 | 15.587973389717900 |
| 2003-01-01 | 15.587498239588900 |
| 2003-02-01 | 15.657731978340900 |
| 2003-03-01 | 15.662098039494800 |
| 2003-04-01 | 15.641991580298600 |
| 2003-05-01 | 15.712898378538101 |
| 2003-06-01 | 15.739863610101098 |
| 2003-07-01 | 15.684687655224100 |
| 2003-08-01 | 15.729033877964600 |
| 2003-09-01 | 15.673590735292500 |
| 2003-10-01 | 15.723473798744200 |
| 2003-11-01 | 15.724355223793600 |
| 2003-12-01 | 15.892695546474800 |
| 2004-01-01 | 16.574324648620100 |
| 2004-02-01 | 16.557830926704800 |
| 2004-03-01 | 16.553966488630000 |
| 2004-04-01 | 16.645037224564700 |
| 2004-05-01 | 16.615669125097200 |
| 2004-06-01 | 16.734680711121500 |
| 2004-07-01 | 17.173140197730802 |
| 2004-08-01 | 16.918912190264800 |
| 2004-09-01 | 16.873992792537300 |
| 2004-10-01 | 16.642454165570800 |
| 2004-11-01 | 16.748935445779500 |
| 2004-12-01 | 16.695875833061300 |
| 2005-01-01 | 16.542808007116200 |
| 2005-02-01 | 16.542987275543900 |
| 2005-03-01 | 16.734770304885302 |
| 2005-04-01 | 16.751806105844200 |
| 2005-05-01 | 16.818592229954200 |
| 2005-06-01 | 16.862110931424900 |
| 2005-07-01 | 16.761768820002800 |
| 2005-08-01 | 16.913938113770500 |
| 2005-09-01 | 17.164798315712098 |
| 2005-10-01 | 16.954965849938900 |
| 2005-11-01 | 17.078511805407697 |
| 2005-12-01 | 17.006706006783800 |
| 2006-01-01 | 17.015663029080800 |
| 2006-02-01 | 17.025277032032900 |
| 2006-03-01 | 17.017301733565400 |
| 2006-04-01 | 17.054409357229098 |
| 2006-05-01 | 17.118279111853600 |
| 2006-06-01 | 17.099568640719600 |
| 2006-07-01 | 17.151846676268402 |
| 2006-08-01 | 17.128086925792502 |
| 2006-09-01 | 17.162866655705600 |
| 2006-10-01 | 17.136080290389500 |
| 2006-11-01 | 17.197393925516500 |
| 2006-12-01 | 17.225803063902800 |
| 2007-01-01 | 17.276471316254300 |
| 2007-02-01 | 17.417015362828100 |
| 2007-03-01 | 17.319938646101500 |
| 2007-04-01 | 17.248391677804900 |
| 2007-05-01 | 17.108990824762400 |
| 2007-06-01 | 17.134728578115900 |
| 2007-07-01 | 17.156995987535300 |
| 2007-08-01 | 17.042741242734900 |
| 2007-09-01 | 16.966067469639600 |
| 2007-10-01 | 17.199222780657400 |
| 2007-11-01 | 17.103195529861600 |
| 2007-12-01 | 17.238273855006900 |
| 2008-01-01 | 17.251171837431098 |
| 2008-02-01 | 17.318763220893400 |
| 2008-03-01 | 17.342762748285903 |
| 2008-04-01 | 17.233980612312300 |
| 2008-05-01 | 17.402831089735802 |
| 2008-06-01 | 17.347878889554100 |
| 2008-07-01 | 17.460395077829098 |
| 2008-08-01 | 17.555716016901100 |
| 2008-09-01 | 17.575882655098802 |
| 2008-10-01 | 17.455490765861700 |
| 2008-11-01 | 17.500343124878900 |
| 2008-12-01 | 17.534380167207500 |
| 2009-01-01 | 17.740495311274103 |
| 2009-02-01 | 17.737168603952200 |
| 2009-03-01 | 17.792551670919398 |
| 2009-04-01 | 17.718472416768100 |
| 2009-05-01 | 17.689573847770300 |
| 2009-06-01 | 17.642851760437600 |
| 2009-07-01 | 17.664028807662397 |
| 2009-08-01 | 17.659699084110397 |
| 2009-09-01 | 17.679627360946900 |
| 2009-10-01 | 17.833442674872900 |
| 2009-11-01 | 17.789375307822300 |
| 2009-12-01 | 17.530787614988900 |
| 2010-01-01 | 17.944970896749500 |
| 2010-02-01 | 17.752713154500803 |
| 2010-03-01 | 17.733376955585697 |
| 2010-04-01 | 17.895352042255100 |
| 2010-05-01 | 17.882450926697900 |
| 2010-06-01 | 17.830254723168700 |
| 2010-07-01 | 17.763182689267100 |
| 2010-08-01 | 17.865778150219800 |
| 2010-09-01 | 17.783009920678502 |
| 2010-10-01 | 17.932999366723603 |
| 2010-11-01 | 17.877480255359398 |
| 2010-12-01 | 17.925185651257000 |
| 2011-01-01 | 17.650782293527698 |
| 2011-02-01 | 17.655198970964502 |
| 2011-03-01 | 17.758410465002200 |
| 2011-04-01 | 17.973822758316300 |
| 2011-05-01 | 18.067312455503800 |
| 2011-06-01 | 18.420755011639102 |
| 2011-07-01 | 18.470388418254700 |
| 2011-08-01 | 18.476823202632100 |
| 2011-09-01 | 18.484228098872400 |
| 2011-10-01 | 18.452318779371396 |
| 2011-11-01 | 18.467827727563100 |
| 2011-12-01 | 18.515605843241197 |
| 2012-01-01 | 18.059032750853600 |
| 2012-02-01 | 18.247441999469500 |
| 2012-03-01 | 18.154542765153700 |
| 2012-04-01 | 18.155875662415500 |
| 2012-05-01 | 18.164557948881800 |
| 2012-06-01 | 18.129514798990602 |
| 2012-07-01 | 17.775962874631100 |
| 2012-08-01 | 17.890225714203500 |
| 2012-09-01 | 17.985555147812800 |
| 2012-10-01 | 17.982902102264400 |
| 2012-11-01 | 18.074854512826200 |
| 2012-12-01 | 18.112227929611500 |
| 2013-01-01 | 18.259109190912900 |
| 2013-02-01 | 18.321737549333600 |
| 2013-03-01 | 18.321090815278100 |
| 2013-04-01 | 18.347053463653200 |
| 2013-05-01 | 18.252577126642700 |
| 2013-06-01 | 18.251005385475700 |
| 2013-07-01 | 18.393701981072000 |
| 2013-08-01 | 18.407974856025103 |
| 2013-09-01 | 18.384869275642700 |
| 2013-10-01 | 18.206791004317900 |
| 2013-11-01 | 18.283256037567100 |
| 2013-12-01 | 18.318378302773898 |
| 2014-01-01 | 18.351050696679700 |
| 2014-02-01 | 18.386059799004200 |
| 2014-03-01 | 18.372319271890800 |
| 2014-04-01 | 18.243762505738303 |
| 2014-05-01 | 18.251195758785500 |
| 2014-06-01 | 18.181920186129400 |
| 2014-07-01 | 18.110791734584300 |
| 2014-08-01 | 18.118883624704000 |
| 2014-09-01 | 18.188974677008300 |
| 2014-10-01 | 18.216552790314300 |
| 2014-11-01 | 18.291792996234400 |
| 2014-12-01 | 18.336019544303998 |
| 2015-01-01 | 18.135933661231803 |
| 2015-02-01 | 18.252225223379398 |
| 2015-03-01 | 18.329370720031400 |
| 2015-04-01 | 18.543637383089400 |
| 2015-05-01 | 18.446800168058800 |
| 2015-06-01 | 18.401605920783698 |
| 2015-07-01 | 18.533129090778900 |
| 2015-08-01 | 18.640225292762498 |
| 2015-09-01 | 18.601406653999800 |
| 2015-10-01 | 18.607477993994898 |
| 2015-11-01 | 18.585368617645898 |
| 2015-12-01 | 18.646547995352100 |
| 2016-01-01 | 18.628332382316000 |
| 2016-02-01 | 18.629673003977803 |
| 2016-03-01 | 18.704189124714100 |
| 2016-04-01 | 18.753033101429200 |
| 2016-05-01 | 18.752119774229600 |
| 2016-06-01 | 18.708924637620400 |
| 2016-07-01 | 18.736658170058103 |
| 2016-08-01 | 18.755683049958900 |
| 2016-09-01 | 18.819629340039400 |
| 2016-10-01 | 18.892888098499700 |
| 2016-11-01 | 18.874884416606200 |
| 2016-12-01 | 18.856496286267102 |
| 2017-01-01 | 18.919152425653600 |
| 2017-02-01 | 19.107623360698800 |
| 2017-03-01 | 19.093653916038303 |
| 2017-04-01 | 19.173707167137600 |
| 2017-05-01 | 19.261181212497600 |
| 2017-06-01 | 19.409066846439302 |
| 2017-07-01 | 19.427647953196303 |
| 2017-08-01 | 19.583494009509900 |
| 2017-09-01 | 19.633322875239198 |
| 2017-10-01 | 19.574644942895700 |
| 2017-11-01 | 19.755647245628100 |
| 2017-12-01 | 19.757472960021300 |
| 2018-01-01 | 19.911977516233602 |
| 2018-02-01 | 19.889546031111000 |
| 2018-03-01 | 19.896748990595300 |
| 2018-04-01 | 19.902633602436897 |
| 2018-05-01 | 19.879032500175800 |
| 2018-06-01 | 19.910989201428100 |
| 2018-07-01 | 19.702463388374300 |
| 2018-08-01 | 19.791133812309300 |
| 2018-09-01 | 19.845927907643002 |
| 2018-10-01 | 19.862021706060000 |
| 2018-11-01 | 19.937396693199602 |
| 2018-12-01 | 20.055141083931698 |
| 2019-01-01 | 20.106628342599500 |
| 2019-02-01 | 20.177244965713100 |
| 2019-03-01 | 20.314343946039397 |
| 2019-04-01 | 20.338273194996802 |
| 2019-05-01 | 20.392377941867900 |
| 2019-06-01 | 20.405094844257500 |
| 2019-07-01 | 20.474064157265698 |
| 2019-08-01 | 20.493395619457800 |
| 2019-09-01 | 20.551574047341603 |
| 2019-10-01 | 20.757146089288500 |
| 2019-11-01 | 20.814527659705900 |
| 2019-12-01 | 20.840702299409898 |
| 2020-01-01 | 21.212203561408103 |
| 2020-02-01 | 21.283863156953200 |
| 2020-03-01 | 21.344497629282900 |
| 2020-04-01 | 19.059341925127303 |
| 2020-05-01 | 18.499995074399700 |
| 2020-06-01 | 19.395934153939198 |
| 2020-07-01 | 19.750006570938900 |
| 2020-08-01 | 19.865232609845300 |
| 2020-09-01 | 20.154134131370498 |
| 2020-10-01 | 20.462769384567803 |
| 2020-11-01 | 20.102472079744400 |
| 2020-12-01 | 20.432433729769700 |
| 2021-01-01 | 20.427693312272000 |
| 2021-02-01 | 20.401108296744700 |
| 2021-03-01 | 20.473159289438800 |
| 2021-04-01 | 20.475957752711100 |
| 2021-05-01 | 20.500658016288302 |
| 2021-06-01 | 20.481302290577897 |
| 2021-07-01 | 20.528842410270500 |
| 2021-08-01 | 20.536673877838200 |
| 2021-09-01 | 20.446618415192603 |
| 2021-10-01 | 20.573738796475900 |
| 2021-11-01 | 20.594337538980103 |
| 2021-12-01 | 20.629817234929200 |
| 2022-01-01 | 20.647384399988300 |
| 2022-02-01 | 20.727054979553397 |
| 2022-03-01 | 20.698731233161000 |
| 2022-04-01 | 20.768116084243800 |
| 2022-05-01 | 20.897193532632198 |
| 2022-06-01 | 20.960738409690002 |
| 2022-07-01 | 20.819756555474600 |
| 2022-08-01 | 20.806785406414303 |
| 2022-09-01 | 20.943905715822100 |
| 2022-10-01 | 20.686236474232500 |
| 2022-11-01 | 20.696414474562400 |
| 2022-12-01 | 20.634543306187698 |
| 2023-01-01 | 20.663160769920896 |
| 2023-02-01 | 20.649307086264000 |
| 2023-03-01 | 20.612997348151897 |
| 2023-04-01 | 20.650477198503000 |
| 2023-05-01 | 20.589030584809000 |
| 2023-06-01 | 20.638080748482896 |
| 2023-07-01 | 20.821703998610000 |
| 2023-08-01 | 20.791559019500102 |
| 2023-09-01 | 20.736868935709400 |
| 2023-10-01 | 20.700067631953400 |
| 2023-11-01 | 20.805628544747200 |
| 2023-12-01 | 20.840958089967500 |
| 2024-01-01 | 20.770450555723300 |
| 2024-02-01 | 20.767551122496500 |
| 2024-03-01 | 20.916096884763300 |
| 2024-04-01 | 20.926161518472604 |
| 2024-05-01 | 20.985049291988197 |
| 2024-06-01 | 21.123881705089800 |
| 2024-07-01 | 20.927090135598600 |
| 2024-08-01 | 21.085516072549800 |
| 2024-09-01 | 21.136102697925000 |
| 2024-10-01 | 21.207311844802000 |
| 2024-11-01 | 21.212054169309198 |
| 2024-12-01 | 21.244328243592697 |
| 2025-01-01 | 21.377633445182603 |
| 2025-02-01 | 21.376875538769500 |
| 2025-03-01 | 21.412320738714303 |
| 2025-04-01 | 21.511776215808897 |
| 2025-05-01 | 21.483643184885803 |
| 2025-06-01 | 21.519342198955698 |
| 2025-07-01 | 21.529372042323498 |
| 2025-08-01 | 21.487246550422600 |