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 2024-10-01 |
| Last Updated | 2024-11-20 5:20 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 | 12.898053002817700 |
| 1990-02-01 | 13.022521632324100 |
| 1990-03-01 | 12.998188141495400 |
| 1990-04-01 | 13.137948660365698 |
| 1990-05-01 | 13.249415006520400 |
| 1990-06-01 | 13.333474403354400 |
| 1990-07-01 | 13.346546620666098 |
| 1990-08-01 | 13.359665130547700 |
| 1990-09-01 | 13.439493939937000 |
| 1990-10-01 | 13.742183474433599 |
| 1990-11-01 | 13.613943221541500 |
| 1990-12-01 | 13.648608372550900 |
| 1991-01-01 | 13.305881045716200 |
| 1991-02-01 | 13.426347806833599 |
| 1991-03-01 | 13.390993549546199 |
| 1991-04-01 | 13.440636853080099 |
| 1991-05-01 | 13.345378986462300 |
| 1991-06-01 | 13.328936729112101 |
| 1991-07-01 | 13.237582586878000 |
| 1991-08-01 | 13.365500934222801 |
| 1991-09-01 | 13.447106727860800 |
| 1991-10-01 | 13.347169526777598 |
| 1991-11-01 | 13.223123388272901 |
| 1991-12-01 | 13.247450538038200 |
| 1992-01-01 | 13.410937256517400 |
| 1992-02-01 | 13.439400126203498 |
| 1992-03-01 | 13.467921744529200 |
| 1992-04-01 | 13.545021796463699 |
| 1992-05-01 | 13.542615179470902 |
| 1992-06-01 | 13.625786619847000 |
| 1992-07-01 | 13.818855325309698 |
| 1992-08-01 | 13.866827505822101 |
| 1992-09-01 | 13.945913762965699 |
| 1992-10-01 | 13.855995651091002 |
| 1992-11-01 | 14.030920568827300 |
| 1992-12-01 | 13.950567455680700 |
| 1993-01-01 | 14.324605403154600 |
| 1993-02-01 | 14.254672168828900 |
| 1993-03-01 | 14.350401451008400 |
| 1993-04-01 | 14.252373050512700 |
| 1993-05-01 | 14.441204035959000 |
| 1993-06-01 | 14.414000174378600 |
| 1993-07-01 | 14.385783858756900 |
| 1993-08-01 | 14.464408317676401 |
| 1993-09-01 | 14.442451264535197 |
| 1993-10-01 | 14.774300369001000 |
| 1993-11-01 | 14.836943072798700 |
| 1993-12-01 | 14.948241497236900 |
| 1994-01-01 | 14.954232701995801 |
| 1994-02-01 | 15.076794929292399 |
| 1994-03-01 | 15.136868917038500 |
| 1994-04-01 | 15.263835587362001 |
| 1994-05-01 | 15.233179524115200 |
| 1994-06-01 | 15.287977463849100 |
| 1994-07-01 | 15.360498626447502 |
| 1994-08-01 | 15.250060271227698 |
| 1994-09-01 | 15.234805217224100 |
| 1994-10-01 | 15.287173364379498 |
| 1994-11-01 | 15.243850467436600 |
| 1994-12-01 | 15.537900218878699 |
| 1995-01-01 | 15.408732814798999 |
| 1995-02-01 | 15.194539731315599 |
| 1995-03-01 | 15.349176624446300 |
| 1995-04-01 | 15.163156666438802 |
| 1995-05-01 | 15.117234850993302 |
| 1995-06-01 | 15.053276027482800 |
| 1995-07-01 | 15.137309057970299 |
| 1995-08-01 | 15.032409801792701 |
| 1995-09-01 | 15.136458034131902 |
| 1995-10-01 | 14.897639896430302 |
| 1995-11-01 | 15.053211797563698 |
| 1995-12-01 | 14.920737775785800 |
| 1996-01-01 | 15.056059071644402 |
| 1996-02-01 | 15.118180669312999 |
| 1996-03-01 | 15.067188305711800 |
| 1996-04-01 | 15.054814100816300 |
| 1996-05-01 | 15.101274536559998 |
| 1996-06-01 | 15.132075736341600 |
| 1996-07-01 | 15.027359919631000 |
| 1996-08-01 | 15.012231080537902 |
| 1996-09-01 | 14.936553955954000 |
| 1996-10-01 | 14.894894004655900 |
| 1996-11-01 | 14.853663077518199 |
| 1996-12-01 | 14.799326340748301 |
| 1997-01-01 | 14.699363522576500 |
| 1997-02-01 | 14.734055708627600 |
| 1997-03-01 | 14.687044718184600 |
| 1997-04-01 | 14.748218002889700 |
| 1997-05-01 | 14.692214546280901 |
| 1997-06-01 | 14.829757429171100 |
| 1997-07-01 | 14.718106544538000 |
| 1997-08-01 | 14.894071909001800 |
| 1997-09-01 | 14.836644013929998 |
| 1997-10-01 | 14.790672089781700 |
| 1997-11-01 | 14.745023994011700 |
| 1997-12-01 | 14.771519304400899 |
| 1998-01-01 | 14.633008731923600 |
| 1998-02-01 | 14.544445910711000 |
| 1998-03-01 | 14.600311638639100 |
| 1998-04-01 | 14.952191673716600 |
| 1998-05-01 | 14.893131267836099 |
| 1998-06-01 | 14.844929889383700 |
| 1998-07-01 | 14.318885774883801 |
| 1998-08-01 | 14.288352926086700 |
| 1998-09-01 | 14.235555547588199 |
| 1998-10-01 | 14.272183318257198 |
| 1998-11-01 | 14.123817491120200 |
| 1998-12-01 | 14.056349692116001 |
| 1999-01-01 | 14.453645185207100 |
| 1999-02-01 | 14.461120242977500 |
| 1999-03-01 | 14.517034692341099 |
| 1999-04-01 | 14.556365146282700 |
| 1999-05-01 | 14.487887853584600 |
| 1999-06-01 | 14.356257089214099 |
| 1999-07-01 | 15.113323609103501 |
| 1999-08-01 | 14.988999027720700 |
| 1999-09-01 | 14.939781342224600 |
| 1999-10-01 | 15.346198429639400 |
| 1999-11-01 | 15.190199027283500 |
| 1999-12-01 | 15.236098798342600 |
| 2000-01-01 | 15.163907480544400 |
| 2000-02-01 | 15.189942859058199 |
| 2000-03-01 | 15.329993568016802 |
| 2000-04-01 | 15.265964706186300 |
| 2000-05-01 | 15.285668299499000 |
| 2000-06-01 | 15.355012978040000 |
| 2000-07-01 | 15.515186694791600 |
| 2000-08-01 | 15.600075667740400 |
| 2000-09-01 | 15.640586575573199 |
| 2000-10-01 | 15.527972551660499 |
| 2000-11-01 | 15.556231041548600 |
| 2000-12-01 | 15.652818987547400 |
| 2001-01-01 | 15.458040103286200 |
| 2001-02-01 | 15.505148965949301 |
| 2001-03-01 | 15.330041927951200 |
| 2001-04-01 | 15.274524476721801 |
| 2001-05-01 | 15.283371068273402 |
| 2001-06-01 | 15.338816627674800 |
| 2001-07-01 | 15.820457615878901 |
| 2001-08-01 | 15.702485435594700 |
| 2001-09-01 | 15.839399890255999 |
| 2001-10-01 | 15.930134883139601 |
| 2001-11-01 | 15.940342056359000 |
| 2001-12-01 | 15.879439592756802 |
| 2002-01-01 | 16.056619687172500 |
| 2002-02-01 | 16.013166306385700 |
| 2002-03-01 | 16.133641888989700 |
| 2002-04-01 | 16.681712822418000 |
| 2002-05-01 | 16.587169051708802 |
| 2002-06-01 | 16.700545846319600 |
| 2002-07-01 | 16.430867178189000 |
| 2002-08-01 | 16.387205128377700 |
| 2002-09-01 | 16.427078455691000 |
| 2002-10-01 | 16.745522857509600 |
| 2002-11-01 | 16.838149933460000 |
| 2002-12-01 | 16.812640893253100 |
| 2003-01-01 | 16.859647872673400 |
| 2003-02-01 | 16.818757206048602 |
| 2003-03-01 | 16.934034852163200 |
| 2003-04-01 | 16.880302132276900 |
| 2003-05-01 | 16.880897211929100 |
| 2003-06-01 | 16.960740715120200 |
| 2003-07-01 | 16.837492393018803 |
| 2003-08-01 | 16.870520025685803 |
| 2003-09-01 | 16.919276167524700 |
| 2003-10-01 | 16.979867268009900 |
| 2003-11-01 | 16.867871906186100 |
| 2003-12-01 | 17.138259175253000 |
| 2004-01-01 | 17.756659486283397 |
| 2004-02-01 | 17.712385289969898 |
| 2004-03-01 | 17.720028001614303 |
| 2004-04-01 | 17.779740933563700 |
| 2004-05-01 | 17.783707428911900 |
| 2004-06-01 | 17.830049705428898 |
| 2004-07-01 | 18.334835368003603 |
| 2004-08-01 | 18.160171849060898 |
| 2004-09-01 | 18.108299880283898 |
| 2004-10-01 | 17.907395908616800 |
| 2004-11-01 | 17.900815732407500 |
| 2004-12-01 | 17.953106711172400 |
| 2005-01-01 | 17.828855303922800 |
| 2005-02-01 | 17.783221801599396 |
| 2005-03-01 | 17.895692798216200 |
| 2005-04-01 | 18.087076299620602 |
| 2005-05-01 | 18.095981924298698 |
| 2005-06-01 | 18.236830075583104 |
| 2005-07-01 | 18.127914586119600 |
| 2005-08-01 | 18.255534962450000 |
| 2005-09-01 | 18.594084817263898 |
| 2005-10-01 | 18.329488990146700 |
| 2005-11-01 | 18.444399595011700 |
| 2005-12-01 | 18.452828984581803 |
| 2006-01-01 | 18.396373531513000 |
| 2006-02-01 | 18.463050370856102 |
| 2006-03-01 | 18.480330207286400 |
| 2006-04-01 | 18.393421841306502 |
| 2006-05-01 | 18.513856566172800 |
| 2006-06-01 | 18.558185557190498 |
| 2006-07-01 | 18.623030862235400 |
| 2006-08-01 | 18.664971582334600 |
| 2006-09-01 | 18.688817774162600 |
| 2006-10-01 | 18.612255596893700 |
| 2006-11-01 | 18.672640955749603 |
| 2006-12-01 | 18.761144959848700 |
| 2007-01-01 | 18.748860302333700 |
| 2007-02-01 | 18.856439299683500 |
| 2007-03-01 | 18.787199670391200 |
| 2007-04-01 | 18.694433152261396 |
| 2007-05-01 | 18.615015974721400 |
| 2007-06-01 | 18.581792857127300 |
| 2007-07-01 | 18.631267907740700 |
| 2007-08-01 | 18.482370869699100 |
| 2007-09-01 | 18.401162265680398 |
| 2007-10-01 | 18.670535383726000 |
| 2007-11-01 | 18.577358959653600 |
| 2007-12-01 | 18.666291978640302 |
| 2008-01-01 | 18.710174256397604 |
| 2008-02-01 | 18.666880596377700 |
| 2008-03-01 | 18.709555946014400 |
| 2008-04-01 | 18.681276219534400 |
| 2008-05-01 | 18.818756573901698 |
| 2008-06-01 | 18.783076571558897 |
| 2008-07-01 | 18.939229033285800 |
| 2008-08-01 | 19.003956541991100 |
| 2008-09-01 | 19.013094680285302 |
| 2008-10-01 | 18.920024439752800 |
| 2008-11-01 | 18.966128904918000 |
| 2008-12-01 | 18.970090575513300 |
| 2009-01-01 | 19.188101421731100 |
| 2009-02-01 | 19.191228007707200 |
| 2009-03-01 | 19.254231995615600 |
| 2009-04-01 | 19.166528604479900 |
| 2009-05-01 | 19.112322290531000 |
| 2009-06-01 | 19.078884540607900 |
| 2009-07-01 | 19.046290874051800 |
| 2009-08-01 | 19.017693385959300 |
| 2009-09-01 | 19.016462181041200 |
| 2009-10-01 | 19.191971231372000 |
| 2009-11-01 | 19.148331101847898 |
| 2009-12-01 | 18.969705552080500 |
| 2010-01-01 | 19.281800999936200 |
| 2010-02-01 | 19.216251089247397 |
| 2010-03-01 | 19.193779391382100 |
| 2010-04-01 | 19.336659377392000 |
| 2010-05-01 | 19.306468006838802 |
| 2010-06-01 | 19.268833779640698 |
| 2010-07-01 | 19.149512790965200 |
| 2010-08-01 | 19.335114041099697 |
| 2010-09-01 | 19.219629013930700 |
| 2010-10-01 | 19.380847954079897 |
| 2010-11-01 | 19.330597772979900 |
| 2010-12-01 | 19.365201342883200 |
| 2011-01-01 | 19.082448137502800 |
| 2011-02-01 | 19.122167619276300 |
| 2011-03-01 | 19.219387491242603 |
| 2011-04-01 | 19.414877076055202 |
| 2011-05-01 | 19.491318520591100 |
| 2011-06-01 | 19.864992642348800 |
| 2011-07-01 | 19.957014872357103 |
| 2011-08-01 | 19.950238855640100 |
| 2011-09-01 | 20.019713907328400 |
| 2011-10-01 | 19.884271586980800 |
| 2011-11-01 | 19.916131964412700 |
| 2011-12-01 | 19.955664137721100 |
| 2012-01-01 | 19.496135483382500 |
| 2012-02-01 | 19.718866336172603 |
| 2012-03-01 | 19.623201831232200 |
| 2012-04-01 | 19.592805814248802 |
| 2012-05-01 | 19.685423083478000 |
| 2012-06-01 | 19.581618349006000 |
| 2012-07-01 | 19.254056991260300 |
| 2012-08-01 | 19.369116284472200 |
| 2012-09-01 | 19.527883943448600 |
| 2012-10-01 | 19.505055877416602 |
| 2012-11-01 | 19.623296427703900 |
| 2012-12-01 | 19.653858311739000 |
| 2013-01-01 | 19.800490337156000 |
| 2013-02-01 | 19.790633589855100 |
| 2013-03-01 | 19.802769884622897 |
| 2013-04-01 | 19.879538983551303 |
| 2013-05-01 | 19.764764218615802 |
| 2013-06-01 | 19.709058246071700 |
| 2013-07-01 | 19.858186076717000 |
| 2013-08-01 | 19.887720134956400 |
| 2013-09-01 | 19.835087212235802 |
| 2013-10-01 | 19.624189003107200 |
| 2013-11-01 | 19.833298121671700 |
| 2013-12-01 | 19.866540270905400 |
| 2014-01-01 | 19.897843572014100 |
| 2014-02-01 | 19.950530985212700 |
| 2014-03-01 | 19.962488299476700 |
| 2014-04-01 | 19.666476523181103 |
| 2014-05-01 | 19.755036947718100 |
| 2014-06-01 | 19.744978910078700 |
| 2014-07-01 | 19.662121691986698 |
| 2014-08-01 | 19.696675764156000 |
| 2014-09-01 | 19.750577205495500 |
| 2014-10-01 | 19.842703409241000 |
| 2014-11-01 | 19.847845860657900 |
| 2014-12-01 | 19.886844083018800 |
| 2015-01-01 | 19.785782307918100 |
| 2015-02-01 | 19.804788409030000 |
| 2015-03-01 | 19.921139568934397 |
| 2015-04-01 | 20.062028056800603 |
| 2015-05-01 | 20.037814763588898 |
| 2015-06-01 | 19.968444405460800 |
| 2015-07-01 | 20.178345896860500 |
| 2015-08-01 | 20.211089182741603 |
| 2015-09-01 | 20.170204293860397 |
| 2015-10-01 | 20.149239370794803 |
| 2015-11-01 | 20.150084058392500 |
| 2015-12-01 | 20.195604475516397 |
| 2016-01-01 | 20.282017107027100 |
| 2016-02-01 | 20.275141603435000 |
| 2016-03-01 | 20.293034170198200 |
| 2016-04-01 | 20.368450213609100 |
| 2016-05-01 | 20.432842785697200 |
| 2016-06-01 | 20.377104562805100 |
| 2016-07-01 | 20.381530779288400 |
| 2016-08-01 | 20.416298473819100 |
| 2016-09-01 | 20.481785409622300 |
| 2016-10-01 | 20.564861020825102 |
| 2016-11-01 | 20.553235060485400 |
| 2016-12-01 | 20.501479795791800 |
| 2017-01-01 | 20.570507888928700 |
| 2017-02-01 | 20.745523024891000 |
| 2017-03-01 | 20.778227580488900 |
| 2017-04-01 | 20.794348058587197 |
| 2017-05-01 | 20.828698080083900 |
| 2017-06-01 | 20.976253734156302 |
| 2017-07-01 | 21.079741543160500 |
| 2017-08-01 | 21.231097284015500 |
| 2017-09-01 | 21.281113358513800 |
| 2017-10-01 | 21.271255795849800 |
| 2017-11-01 | 21.449190664848100 |
| 2017-12-01 | 21.500212041891800 |
| 2018-01-01 | 21.562644740233697 |
| 2018-02-01 | 21.526234717903400 |
| 2018-03-01 | 21.575675204978800 |
| 2018-04-01 | 21.625675180705800 |
| 2018-05-01 | 21.641067148078900 |
| 2018-06-01 | 21.572891977621900 |
| 2018-07-01 | 21.365278822532197 |
| 2018-08-01 | 21.428338221578700 |
| 2018-09-01 | 21.481627602168103 |
| 2018-10-01 | 21.574279940668696 |
| 2018-11-01 | 21.646683606924700 |
| 2018-12-01 | 21.793800144075800 |
| 2019-01-01 | 21.855044202568603 |
| 2019-02-01 | 21.915623864111800 |
| 2019-03-01 | 22.086767133852700 |
| 2019-04-01 | 21.963831310260700 |
| 2019-05-01 | 22.051260083415500 |
| 2019-06-01 | 22.056554266109800 |
| 2019-07-01 | 22.047630016348200 |
| 2019-08-01 | 22.127990597960700 |
| 2019-09-01 | 22.181049281718103 |
| 2019-10-01 | 22.170115403844300 |
| 2019-11-01 | 22.239972846512000 |
| 2019-12-01 | 22.281309784018198 |
| 2020-01-01 | 22.655920635717397 |
| 2020-02-01 | 22.719575766249700 |
| 2020-03-01 | 22.809562867840200 |
| 2020-04-01 | 20.286155997207900 |
| 2020-05-01 | 19.767747414891400 |
| 2020-06-01 | 20.640964239848103 |
| 2020-07-01 | 21.032568106589103 |
| 2020-08-01 | 21.206849442778100 |
| 2020-09-01 | 21.486450637459000 |
| 2020-10-01 | 21.869154477047400 |
| 2020-11-01 | 21.538154304442200 |
| 2020-12-01 | 21.776916744809700 |
| 2021-01-01 | 21.757553629452400 |
| 2021-02-01 | 21.727624658707700 |
| 2021-03-01 | 21.828429024289303 |
| 2021-04-01 | 21.911953397539897 |
| 2021-05-01 | 21.866250056610200 |
| 2021-06-01 | 21.914958093878800 |
| 2021-07-01 | 21.916121633736400 |
| 2021-08-01 | 21.891754289600897 |
| 2021-09-01 | 21.790101354443898 |
| 2021-10-01 | 21.966119745091700 |
| 2021-11-01 | 21.933462753406400 |
| 2021-12-01 | 21.972912784467002 |
| 2022-01-01 | 21.970028871308000 |
| 2022-02-01 | 22.045214007416500 |
| 2022-03-01 | 22.044494761487400 |
| 2022-04-01 | 22.112539077919300 |
| 2022-05-01 | 22.266830953017102 |
| 2022-06-01 | 22.293693880374800 |
| 2022-07-01 | 22.209916748488304 |
| 2022-08-01 | 22.173858668009800 |
| 2022-09-01 | 22.201844235664602 |
| 2022-10-01 | 22.065430584295000 |
| 2022-11-01 | 22.128563680219102 |
| 2022-12-01 | 22.069137960605197 |
| 2023-01-01 | 22.184481242953000 |
| 2023-02-01 | 22.163522638851198 |
| 2023-03-01 | 22.053922481330400 |
| 2023-04-01 | 22.003512609424100 |
| 2023-05-01 | 21.956480454621100 |
| 2023-06-01 | 21.976705979093598 |
| 2023-07-01 | 22.212423054991700 |
| 2023-08-01 | 22.171849870859297 |
| 2023-09-01 | 22.009179417019897 |
| 2023-10-01 | 22.171838130166200 |
| 2023-11-01 | 22.226915438269300 |
| 2023-12-01 | 22.264572173939100 |
| 2024-01-01 | 21.989694510454804 |
| 2024-02-01 | 22.275123987018000 |
| 2024-03-01 | 22.355420489246400 |
| 2024-04-01 | 22.394032805175100 |
| 2024-05-01 | 22.449622947652998 |
| 2024-06-01 | 22.467829986402897 |
| 2024-07-01 | 22.418856761717600 |
| 2024-08-01 | 22.367401925705300 |
| 2024-09-01 | 22.413970362604605 |
| 2024-10-01 | 22.476938334286700 |
