Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Kalamazoo-Portage, MI (MSA)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| 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 2024-05-01 |
| Last Updated | 2024-06-26 5:09 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 | 12.898056628103700 |
| 1990-02-01 | 13.022525024781402 |
| 1990-03-01 | 12.998191973055802 |
| 1990-04-01 | 13.137952972396200 |
| 1990-05-01 | 13.249419635946401 |
| 1990-06-01 | 13.333478993082302 |
| 1990-07-01 | 13.346553879756000 |
| 1990-08-01 | 13.359668812137198 |
| 1990-09-01 | 13.439478516283900 |
| 1990-10-01 | 13.742180324464900 |
| 1990-11-01 | 13.613945208021200 |
| 1990-12-01 | 13.648588366415900 |
| 1991-01-01 | 13.305884395859099 |
| 1991-02-01 | 13.426351309982000 |
| 1991-03-01 | 13.390997904008600 |
| 1991-04-01 | 13.440642023485301 |
| 1991-05-01 | 13.345384478625400 |
| 1991-06-01 | 13.328941972804800 |
| 1991-07-01 | 13.237589700938900 |
| 1991-08-01 | 13.365504390697101 |
| 1991-09-01 | 13.447090108203199 |
| 1991-10-01 | 13.347166242935000 |
| 1991-11-01 | 13.223124745087400 |
| 1991-12-01 | 13.247429747932700 |
| 1992-01-01 | 13.410937926344900 |
| 1992-02-01 | 13.439403995333500 |
| 1992-03-01 | 13.467930051533301 |
| 1992-04-01 | 13.545028133136200 |
| 1992-05-01 | 13.542622156374302 |
| 1992-06-01 | 13.625793948752700 |
| 1992-07-01 | 13.818865291773500 |
| 1992-08-01 | 13.866834700383400 |
| 1992-09-01 | 13.945885281863301 |
| 1992-10-01 | 13.855985791731902 |
| 1992-11-01 | 14.030925716906300 |
| 1992-12-01 | 13.950541566812800 |
| 1993-01-01 | 14.324605287104301 |
| 1993-02-01 | 14.254679115759700 |
| 1993-03-01 | 14.350417236739600 |
| 1993-04-01 | 14.252383427527900 |
| 1993-05-01 | 14.441215055448302 |
| 1993-06-01 | 14.414010663916800 |
| 1993-07-01 | 14.385794786415902 |
| 1993-08-01 | 14.464415956900599 |
| 1993-09-01 | 14.442409954995599 |
| 1993-10-01 | 14.774277335001800 |
| 1993-11-01 | 14.836948344345000 |
| 1993-12-01 | 14.948205947170301 |
| 1994-01-01 | 14.954232881198498 |
| 1994-02-01 | 15.076810005998500 |
| 1994-03-01 | 15.136900678026500 |
| 1994-04-01 | 15.263859639614100 |
| 1994-05-01 | 15.233202033071500 |
| 1994-06-01 | 15.287994234974300 |
| 1994-07-01 | 15.360508068156200 |
| 1994-08-01 | 15.250060175531301 |
| 1994-09-01 | 15.234736429196500 |
| 1994-10-01 | 15.287125386769800 |
| 1994-11-01 | 15.243846441408401 |
| 1994-12-01 | 15.537856314526401 |
| 1995-01-01 | 15.408738089670200 |
| 1995-02-01 | 15.194573531872098 |
| 1995-03-01 | 15.349221094724200 |
| 1995-04-01 | 15.163216153802700 |
| 1995-05-01 | 15.117270196392300 |
| 1995-06-01 | 15.053363050874400 |
| 1995-07-01 | 15.137266690453599 |
| 1995-08-01 | 15.032365989881999 |
| 1995-09-01 | 15.136360044603801 |
| 1995-10-01 | 14.897566278101099 |
| 1995-11-01 | 15.053184561922400 |
| 1995-12-01 | 14.920690902047200 |
| 1996-01-01 | 15.056068765215900 |
| 1996-02-01 | 15.118235739974300 |
| 1996-03-01 | 15.067251542354800 |
| 1996-04-01 | 15.054925940181000 |
| 1996-05-01 | 15.101357343212198 |
| 1996-06-01 | 15.132291553958600 |
| 1996-07-01 | 15.027201749617000 |
| 1996-08-01 | 15.012103406644599 |
| 1996-09-01 | 14.936423697984600 |
| 1996-10-01 | 14.894789190924099 |
| 1996-11-01 | 14.853612563982100 |
| 1996-12-01 | 14.799284347303300 |
| 1997-01-01 | 14.699387253689300 |
| 1997-02-01 | 14.734134997468901 |
| 1997-03-01 | 14.687125460513101 |
| 1997-04-01 | 14.748381173479100 |
| 1997-05-01 | 14.692341105134700 |
| 1997-06-01 | 14.830092205223698 |
| 1997-07-01 | 14.717833678791498 |
| 1997-08-01 | 14.893857233648000 |
| 1997-09-01 | 14.836492565840300 |
| 1997-10-01 | 14.790546319485900 |
| 1997-11-01 | 14.744949616303000 |
| 1997-12-01 | 14.771486103954198 |
| 1998-01-01 | 14.633044600228300 |
| 1998-02-01 | 14.544541377732600 |
| 1998-03-01 | 14.600414010837900 |
| 1998-04-01 | 14.952394265788500 |
| 1998-05-01 | 14.893309726423800 |
| 1998-06-01 | 14.845330033348400 |
| 1998-07-01 | 14.318524322777100 |
| 1998-08-01 | 14.288097943746800 |
| 1998-09-01 | 14.235408284788802 |
| 1998-10-01 | 14.272054746495302 |
| 1998-11-01 | 14.123735540344400 |
| 1998-12-01 | 14.056329533375301 |
| 1999-01-01 | 14.453688741630100 |
| 1999-02-01 | 14.461219165301800 |
| 1999-03-01 | 14.517142582565000 |
| 1999-04-01 | 14.556573975981000 |
| 1999-05-01 | 14.488056290153802 |
| 1999-06-01 | 14.356680328596001 |
| 1999-07-01 | 15.112900551565401 |
| 1999-08-01 | 14.988724534410201 |
| 1999-09-01 | 14.939638221009199 |
| 1999-10-01 | 15.346072472698099 |
| 1999-11-01 | 15.190112389653000 |
| 1999-12-01 | 15.236087067505300 |
| 2000-01-01 | 15.163948921782598 |
| 2000-02-01 | 15.190030421768999 |
| 2000-03-01 | 15.330105270637400 |
| 2000-04-01 | 15.266161587563200 |
| 2000-05-01 | 15.285830779091802 |
| 2000-06-01 | 15.355436353386901 |
| 2000-07-01 | 15.514764773864000 |
| 2000-08-01 | 15.599828934031000 |
| 2000-09-01 | 15.640469144085500 |
| 2000-10-01 | 15.527870726662000 |
| 2000-11-01 | 15.556154188941697 |
| 2000-12-01 | 15.652817013859599 |
| 2001-01-01 | 15.458077933855400 |
| 2001-02-01 | 15.505212864492100 |
| 2001-03-01 | 15.330137155901100 |
| 2001-04-01 | 15.274673850700500 |
| 2001-05-01 | 15.283475557971899 |
| 2001-06-01 | 15.339144903899600 |
| 2001-07-01 | 15.820131404537700 |
| 2001-08-01 | 15.702317942284100 |
| 2001-09-01 | 15.839316654623100 |
| 2001-10-01 | 15.930062922529900 |
| 2001-11-01 | 15.940276246818700 |
| 2001-12-01 | 15.879441711702700 |
| 2002-01-01 | 16.056648079475400 |
| 2002-02-01 | 16.013204069397500 |
| 2002-03-01 | 16.133718481858700 |
| 2002-04-01 | 16.681816554867500 |
| 2002-05-01 | 16.587231671922900 |
| 2002-06-01 | 16.700763908779000 |
| 2002-07-01 | 16.430649283989900 |
| 2002-08-01 | 16.387123860953000 |
| 2002-09-01 | 16.427032956266597 |
| 2002-10-01 | 16.745481060326300 |
| 2002-11-01 | 16.838091635745800 |
| 2002-12-01 | 16.812644083465198 |
| 2003-01-01 | 16.859665457253403 |
| 2003-02-01 | 16.818773310523500 |
| 2003-03-01 | 16.934082762658800 |
| 2003-04-01 | 16.880362440081500 |
| 2003-05-01 | 16.880901521896400 |
| 2003-06-01 | 16.960886135936200 |
| 2003-07-01 | 16.837372122255000 |
| 2003-08-01 | 16.870494567520097 |
| 2003-09-01 | 16.919249438426500 |
| 2003-10-01 | 16.979848268490300 |
| 2003-11-01 | 16.867825654970698 |
| 2003-12-01 | 17.138260646362200 |
| 2004-01-01 | 17.756667267644200 |
| 2004-02-01 | 17.712388157393400 |
| 2004-03-01 | 17.720052953934697 |
| 2004-04-01 | 17.779775006709800 |
| 2004-05-01 | 17.783704864759000 |
| 2004-06-01 | 17.830150395568500 |
| 2004-07-01 | 18.334755415988300 |
| 2004-08-01 | 18.160161404401200 |
| 2004-09-01 | 18.108289190084900 |
| 2004-10-01 | 17.907390907362900 |
| 2004-11-01 | 17.900775317195900 |
| 2004-12-01 | 17.953110480936800 |
| 2005-01-01 | 17.828861108114700 |
| 2005-02-01 | 17.783221268767400 |
| 2005-03-01 | 17.895705326780302 |
| 2005-04-01 | 18.087093539352800 |
| 2005-05-01 | 18.095980286684000 |
| 2005-06-01 | 18.236881323229300 |
| 2005-07-01 | 18.127880362638700 |
| 2005-08-01 | 18.255530221761500 |
| 2005-09-01 | 18.594078949747600 |
| 2005-10-01 | 18.329486885751102 |
| 2005-11-01 | 18.444372009448700 |
| 2005-12-01 | 18.452831315180102 |
| 2006-01-01 | 18.396378399432500 |
| 2006-02-01 | 18.463052629235300 |
| 2006-03-01 | 18.480337136649800 |
| 2006-04-01 | 18.393430002482198 |
| 2006-05-01 | 18.513864552245398 |
| 2006-06-01 | 18.558192558523900 |
| 2006-07-01 | 18.623016177345100 |
| 2006-08-01 | 18.664975031418603 |
| 2006-09-01 | 18.688817547359300 |
| 2006-10-01 | 18.612256436265500 |
| 2006-11-01 | 18.672628339106500 |
| 2006-12-01 | 18.761138019450200 |
| 2007-01-01 | 18.748863242060400 |
| 2007-02-01 | 18.856440939481400 |
| 2007-03-01 | 18.787203547237700 |
| 2007-04-01 | 18.694437444524898 |
| 2007-05-01 | 18.615019912150200 |
| 2007-06-01 | 18.581796678720700 |
| 2007-07-01 | 18.631261702262400 |
| 2007-08-01 | 18.482374029842500 |
| 2007-09-01 | 18.401163332432900 |
| 2007-10-01 | 18.670536964399100 |
| 2007-11-01 | 18.577360052160300 |
| 2007-12-01 | 18.666271212719103 |
| 2008-01-01 | 18.710176043024003 |
| 2008-02-01 | 18.666881928699800 |
| 2008-03-01 | 18.709557418509000 |
| 2008-04-01 | 18.681278673564698 |
| 2008-05-01 | 18.818759786608100 |
| 2008-06-01 | 18.783083344143602 |
| 2008-07-01 | 18.939233219647400 |
| 2008-08-01 | 19.003959792300100 |
| 2008-09-01 | 19.013096064900300 |
| 2008-10-01 | 18.920025332896300 |
| 2008-11-01 | 18.966129225498400 |
| 2008-12-01 | 18.970051986311300 |
| 2009-01-01 | 19.188101660416102 |
| 2009-02-01 | 19.191231258959200 |
| 2009-03-01 | 19.254236072322897 |
| 2009-04-01 | 19.166535800944800 |
| 2009-05-01 | 19.112331438002800 |
| 2009-06-01 | 19.078900288005800 |
| 2009-07-01 | 19.046302131215600 |
| 2009-08-01 | 19.017696499933000 |
| 2009-09-01 | 19.016459631740900 |
| 2009-10-01 | 19.191964095145500 |
| 2009-11-01 | 19.148322469314700 |
| 2009-12-01 | 18.969651314126000 |
| 2010-01-01 | 19.281794494800000 |
| 2010-02-01 | 19.216254442978197 |
| 2010-03-01 | 19.193786506612200 |
| 2010-04-01 | 19.336674841869400 |
| 2010-05-01 | 19.306488471587897 |
| 2010-06-01 | 19.268885241950100 |
| 2010-07-01 | 19.149538471992300 |
| 2010-08-01 | 19.335128801587400 |
| 2010-09-01 | 19.219635691479700 |
| 2010-10-01 | 19.380743829248000 |
| 2010-11-01 | 19.330588786828198 |
| 2010-12-01 | 19.365133984645800 |
| 2011-01-01 | 19.082424190875300 |
| 2011-02-01 | 19.122153708100600 |
| 2011-03-01 | 19.219462002413604 |
| 2011-04-01 | 19.414908749568700 |
| 2011-05-01 | 19.491344948710600 |
| 2011-06-01 | 19.865080731752800 |
| 2011-07-01 | 19.957059574482898 |
| 2011-08-01 | 19.950265358019500 |
| 2011-09-01 | 20.019726647237400 |
| 2011-10-01 | 19.884059189731300 |
| 2011-11-01 | 19.916115327052200 |
| 2011-12-01 | 19.955584026158800 |
| 2012-01-01 | 19.496078720570200 |
| 2012-02-01 | 19.718815849084102 |
| 2012-03-01 | 19.623320823351897 |
| 2012-04-01 | 19.592860963447400 |
| 2012-05-01 | 19.685415420015600 |
| 2012-06-01 | 19.581975598872800 |
| 2012-07-01 | 19.254069052636200 |
| 2012-08-01 | 19.369109727406400 |
| 2012-09-01 | 19.527862762857698 |
| 2012-10-01 | 19.504710766367500 |
| 2012-11-01 | 19.623244519787600 |
| 2012-12-01 | 19.653758996294400 |
| 2013-01-01 | 19.800402649613100 |
| 2013-02-01 | 19.790561037046100 |
| 2013-03-01 | 19.802958158907103 |
| 2013-04-01 | 19.879653461928697 |
| 2013-05-01 | 19.764760538319198 |
| 2013-06-01 | 19.709696868379897 |
| 2013-07-01 | 19.858171845196303 |
| 2013-08-01 | 19.887648729369400 |
| 2013-09-01 | 19.834967191109897 |
| 2013-10-01 | 19.623730368566900 |
| 2013-11-01 | 19.833146697185100 |
| 2013-12-01 | 19.866397289682300 |
| 2014-01-01 | 19.897745312480800 |
| 2014-02-01 | 19.950480104825000 |
| 2014-03-01 | 19.962703455622900 |
| 2014-04-01 | 19.666673435772900 |
| 2014-05-01 | 19.755090169778700 |
| 2014-06-01 | 19.745947745686802 |
| 2014-07-01 | 19.662170818991200 |
| 2014-08-01 | 19.696706148356600 |
| 2014-09-01 | 19.750577917059100 |
| 2014-10-01 | 19.841066892474803 |
| 2014-11-01 | 19.847788991091896 |
| 2014-12-01 | 19.886777637791898 |
| 2015-01-01 | 19.785751921813000 |
| 2015-02-01 | 19.804819342762100 |
| 2015-03-01 | 19.921473281262102 |
| 2015-04-01 | 20.062395711410100 |
| 2015-05-01 | 20.038078642811800 |
| 2015-06-01 | 19.969635970997800 |
| 2015-07-01 | 20.178273887647100 |
| 2015-08-01 | 20.211358578335500 |
| 2015-09-01 | 20.170362776064600 |
| 2015-10-01 | 20.146424869481300 |
| 2015-11-01 | 20.150001731618700 |
| 2015-12-01 | 20.195431552266200 |
| 2016-01-01 | 20.281824470323600 |
| 2016-02-01 | 20.275011607012200 |
| 2016-03-01 | 20.294406664574100 |
| 2016-04-01 | 20.368820450316300 |
| 2016-05-01 | 20.433242813955700 |
| 2016-06-01 | 20.378530637615498 |
| 2016-07-01 | 20.381377480816802 |
| 2016-08-01 | 20.416852356724900 |
| 2016-09-01 | 20.482180619789500 |
| 2016-10-01 | 20.560952803924900 |
| 2016-11-01 | 20.553336542916500 |
| 2016-12-01 | 20.500518511687300 |
| 2017-01-01 | 20.569858959492700 |
| 2017-02-01 | 20.745369497949500 |
| 2017-03-01 | 20.780702254211000 |
| 2017-04-01 | 20.794477924743102 |
| 2017-05-01 | 20.828978738818100 |
| 2017-06-01 | 20.979601339107198 |
| 2017-07-01 | 21.079113249767100 |
| 2017-08-01 | 21.231671266650200 |
| 2017-09-01 | 21.281607181497897 |
| 2017-10-01 | 21.266749980232900 |
| 2017-11-01 | 21.448664155259500 |
| 2017-12-01 | 21.498394907143002 |
| 2018-01-01 | 21.561516268496700 |
| 2018-02-01 | 21.526044597826600 |
| 2018-03-01 | 21.579347370312900 |
| 2018-04-01 | 21.625576244146900 |
| 2018-05-01 | 21.641252784417000 |
| 2018-06-01 | 21.578283214031000 |
| 2018-07-01 | 21.364521256743696 |
| 2018-08-01 | 21.428842978575900 |
| 2018-09-01 | 21.482133618982200 |
| 2018-10-01 | 21.569051180343000 |
| 2018-11-01 | 21.645432622871500 |
| 2018-12-01 | 21.791081717999802 |
| 2019-01-01 | 21.853497778879298 |
| 2019-02-01 | 21.915645984402300 |
| 2019-03-01 | 22.090867093125100 |
| 2019-04-01 | 21.963978823628697 |
| 2019-05-01 | 22.051674256277700 |
| 2019-06-01 | 22.065368866746102 |
| 2019-07-01 | 22.046394814826698 |
| 2019-08-01 | 22.127792614320500 |
| 2019-09-01 | 22.180678748675000 |
| 2019-10-01 | 22.164439273001598 |
| 2019-11-01 | 22.236835972766900 |
| 2019-12-01 | 22.277696156726797 |
| 2020-01-01 | 22.653894109577898 |
| 2020-02-01 | 22.719794751417698 |
| 2020-03-01 | 22.814814468085200 |
| 2020-04-01 | 20.287743940584498 |
| 2020-05-01 | 19.769581760690100 |
| 2020-06-01 | 20.651455866523400 |
| 2020-07-01 | 21.031422268051000 |
| 2020-08-01 | 21.206050014126998 |
| 2020-09-01 | 21.482664839448802 |
| 2020-10-01 | 21.863230827323400 |
| 2020-11-01 | 21.533205347143300 |
| 2020-12-01 | 21.771549876247100 |
| 2021-01-01 | 21.754774745763303 |
| 2021-02-01 | 21.727757228802000 |
| 2021-03-01 | 21.833706637979397 |
| 2021-04-01 | 21.916904048885197 |
| 2021-05-01 | 21.873184295551200 |
| 2021-06-01 | 21.934590425931397 |
| 2021-07-01 | 21.915371377259998 |
| 2021-08-01 | 21.884933575810900 |
| 2021-09-01 | 21.777436962856900 |
| 2021-10-01 | 21.959570688770600 |
| 2021-11-01 | 21.925900475058700 |
| 2021-12-01 | 21.966346272414200 |
| 2022-01-01 | 21.967300750827498 |
| 2022-02-01 | 22.046164161111100 |
| 2022-03-01 | 22.051260376072896 |
| 2022-04-01 | 22.122421194737300 |
| 2022-05-01 | 22.280689863096200 |
| 2022-06-01 | 22.318138484688300 |
| 2022-07-01 | 22.208532875627604 |
| 2022-08-01 | 22.160819027018200 |
| 2022-09-01 | 22.182058187111600 |
| 2022-10-01 | 22.057328792736698 |
| 2022-11-01 | 22.119360184974700 |
| 2022-12-01 | 22.061303412796900 |
| 2023-01-01 | 22.181618940445000 |
| 2023-02-01 | 22.165009737767200 |
| 2023-03-01 | 22.061898672155600 |
| 2023-04-01 | 22.018133840154700 |
| 2023-05-01 | 21.977153301157397 |
| 2023-06-01 | 22.006090241318898 |
| 2023-07-01 | 22.209322475895800 |
| 2023-08-01 | 22.151482380159102 |
| 2023-09-01 | 21.984896390460896 |
| 2023-10-01 | 22.161164156380400 |
| 2023-11-01 | 22.216519502823300 |
| 2023-12-01 | 22.256209222286900 |
| 2024-01-01 | 21.987408216647800 |
| 2024-02-01 | 22.277717696643800 |
| 2024-03-01 | 22.366071074832202 |
| 2024-04-01 | 22.412978138112397 |
| 2024-05-01 | 22.475735461141200 |
