Table Data - All Employees: Education and Health Services: Private Education and Health Services 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: Private Education and Health Services in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | KALA026EDUH |
| 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 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 | 14.507072351784000 |
| 1990-02-01 | 14.590399513208000 |
| 1990-03-01 | 14.610839759679502 |
| 1990-04-01 | 14.782624367144498 |
| 1990-05-01 | 14.826204958056300 |
| 1990-06-01 | 14.835081418097700 |
| 1990-07-01 | 14.871236927627699 |
| 1990-08-01 | 14.941749087242501 |
| 1990-09-01 | 15.084269784233500 |
| 1990-10-01 | 15.388074492392600 |
| 1990-11-01 | 15.305263074378700 |
| 1990-12-01 | 15.448384856025800 |
| 1991-01-01 | 14.907814136596300 |
| 1991-02-01 | 15.089913932723801 |
| 1991-03-01 | 15.110690535822199 |
| 1991-04-01 | 15.183610807890599 |
| 1991-05-01 | 15.022942705326700 |
| 1991-06-01 | 15.036005529746600 |
| 1991-07-01 | 14.960815052892098 |
| 1991-08-01 | 15.040996616867700 |
| 1991-09-01 | 14.989759109124200 |
| 1991-10-01 | 15.000827828731001 |
| 1991-11-01 | 14.917403426678200 |
| 1991-12-01 | 14.944160330014400 |
| 1992-01-01 | 15.008855911172098 |
| 1992-02-01 | 15.095741999512300 |
| 1992-03-01 | 15.103671514264200 |
| 1992-04-01 | 15.091063828102900 |
| 1992-05-01 | 15.218368434581000 |
| 1992-06-01 | 15.335356616631700 |
| 1992-07-01 | 15.438645103408899 |
| 1992-08-01 | 15.434069214614999 |
| 1992-09-01 | 15.494059846763100 |
| 1992-10-01 | 15.519407907601400 |
| 1992-11-01 | 15.626988071541800 |
| 1992-12-01 | 15.536552927367001 |
| 1993-01-01 | 15.918368552462999 |
| 1993-02-01 | 15.901904718564598 |
| 1993-03-01 | 16.004232847201100 |
| 1993-04-01 | 15.898184864771900 |
| 1993-05-01 | 16.003925377759302 |
| 1993-06-01 | 16.023695160259500 |
| 1993-07-01 | 16.006516602069000 |
| 1993-08-01 | 16.124319846356400 |
| 1993-09-01 | 16.004035113240600 |
| 1993-10-01 | 16.445643808613500 |
| 1993-11-01 | 16.439069908293300 |
| 1993-12-01 | 16.522701811840000 |
| 1994-01-01 | 16.639364552748198 |
| 1994-02-01 | 16.715772254950398 |
| 1994-03-01 | 16.704050639052700 |
| 1994-04-01 | 16.903991647859400 |
| 1994-05-01 | 16.883197358047100 |
| 1994-06-01 | 16.903848117531098 |
| 1994-07-01 | 17.088267932052300 |
| 1994-08-01 | 17.004407235341002 |
| 1994-09-01 | 17.011299670927400 |
| 1994-10-01 | 16.960190613101400 |
| 1994-11-01 | 16.861682943153300 |
| 1994-12-01 | 17.106408156538900 |
| 1995-01-01 | 17.182106321119900 |
| 1995-02-01 | 16.940015254617200 |
| 1995-03-01 | 17.016290867280300 |
| 1995-04-01 | 16.887896506190200 |
| 1995-05-01 | 16.855119888483700 |
| 1995-06-01 | 16.775802884213700 |
| 1995-07-01 | 16.874517964004000 |
| 1995-08-01 | 16.784798014141902 |
| 1995-09-01 | 16.822822001398600 |
| 1995-10-01 | 16.661292919275600 |
| 1995-11-01 | 16.782255766504200 |
| 1995-12-01 | 16.596311946386400 |
| 1996-01-01 | 16.827331549092698 |
| 1996-02-01 | 16.864764230433700 |
| 1996-03-01 | 16.817723040723900 |
| 1996-04-01 | 16.864106238623000 |
| 1996-05-01 | 16.934090769434000 |
| 1996-06-01 | 16.957676536577402 |
| 1996-07-01 | 16.779222903194200 |
| 1996-08-01 | 16.779009956822800 |
| 1996-09-01 | 16.636831483557300 |
| 1996-10-01 | 16.631410632239400 |
| 1996-11-01 | 16.590291209326598 |
| 1996-12-01 | 16.585222486668698 |
| 1997-01-01 | 16.571337129940400 |
| 1997-02-01 | 16.584859533772498 |
| 1997-03-01 | 16.512608554728300 |
| 1997-04-01 | 16.550914166923302 |
| 1997-05-01 | 16.620495834568600 |
| 1997-06-01 | 16.748450395827803 |
| 1997-07-01 | 16.794395242549200 |
| 1997-08-01 | 16.986382479181000 |
| 1997-09-01 | 16.951123723736100 |
| 1997-10-01 | 16.892166896091002 |
| 1997-11-01 | 16.780992034068300 |
| 1997-12-01 | 16.867445071946200 |
| 1998-01-01 | 16.505310470256500 |
| 1998-02-01 | 16.486932732600000 |
| 1998-03-01 | 16.401983982076302 |
| 1998-04-01 | 16.755816643284600 |
| 1998-05-01 | 16.821013043117700 |
| 1998-06-01 | 16.763048175093502 |
| 1998-07-01 | 16.305855686955700 |
| 1998-08-01 | 16.194842311396400 |
| 1998-09-01 | 16.154369830523400 |
| 1998-10-01 | 16.151468565630100 |
| 1998-11-01 | 16.058951686004697 |
| 1998-12-01 | 16.063155652092600 |
| 1999-01-01 | 16.223958658396700 |
| 1999-02-01 | 16.401473070729303 |
| 1999-03-01 | 16.398526456235200 |
| 1999-04-01 | 16.452516535725902 |
| 1999-05-01 | 16.419459086310898 |
| 1999-06-01 | 16.377782545867400 |
| 1999-07-01 | 17.027546410435400 |
| 1999-08-01 | 16.925670634539700 |
| 1999-09-01 | 16.964109288685100 |
| 1999-10-01 | 17.309779026397100 |
| 1999-11-01 | 17.307334347968000 |
| 1999-12-01 | 17.348653301033100 |
| 2000-01-01 | 17.345563970824802 |
| 2000-02-01 | 17.312920866100400 |
| 2000-03-01 | 17.495874487933200 |
| 2000-04-01 | 17.351627315024200 |
| 2000-05-01 | 17.508002659677200 |
| 2000-06-01 | 17.584849595182900 |
| 2000-07-01 | 17.744392146744600 |
| 2000-08-01 | 17.963029226585600 |
| 2000-09-01 | 18.068414099986800 |
| 2000-10-01 | 17.904767151551700 |
| 2000-11-01 | 17.968390903112603 |
| 2000-12-01 | 18.153117778522603 |
| 2001-01-01 | 17.832417072453300 |
| 2001-02-01 | 17.921811472314800 |
| 2001-03-01 | 17.687920847177300 |
| 2001-04-01 | 17.650002276473500 |
| 2001-05-01 | 17.700095916712800 |
| 2001-06-01 | 17.777039782001800 |
| 2001-07-01 | 18.169441474998500 |
| 2001-08-01 | 18.172462669159900 |
| 2001-09-01 | 18.248555559803200 |
| 2001-10-01 | 18.442211218410400 |
| 2001-11-01 | 18.563576984022102 |
| 2001-12-01 | 18.470986408997900 |
| 2002-01-01 | 18.714765426770700 |
| 2002-02-01 | 18.704462478121000 |
| 2002-03-01 | 18.777961113283700 |
| 2002-04-01 | 19.345520323894700 |
| 2002-05-01 | 19.389254437902500 |
| 2002-06-01 | 19.559085225571998 |
| 2002-07-01 | 19.198030600315100 |
| 2002-08-01 | 19.177465118301303 |
| 2002-09-01 | 19.214531442015700 |
| 2002-10-01 | 19.595121901741802 |
| 2002-11-01 | 19.680145705070800 |
| 2002-12-01 | 19.585221160490200 |
| 2003-01-01 | 19.488811050786897 |
| 2003-02-01 | 19.496126740851500 |
| 2003-03-01 | 19.563034313147500 |
| 2003-04-01 | 19.529823030942303 |
| 2003-05-01 | 19.687206405363103 |
| 2003-06-01 | 19.737234530339197 |
| 2003-07-01 | 19.626481051544800 |
| 2003-08-01 | 19.677922169763000 |
| 2003-09-01 | 19.773420833818500 |
| 2003-10-01 | 19.650702824984800 |
| 2003-11-01 | 19.822982299597400 |
| 2003-12-01 | 20.096606335197100 |
| 2004-01-01 | 20.474820667382200 |
| 2004-02-01 | 20.571377304648603 |
| 2004-03-01 | 20.642559320657000 |
| 2004-04-01 | 20.623036274707400 |
| 2004-05-01 | 20.488950121978900 |
| 2004-06-01 | 20.624874485183497 |
| 2004-07-01 | 21.156760777541603 |
| 2004-08-01 | 20.993590513761300 |
| 2004-09-01 | 20.940802075803700 |
| 2004-10-01 | 20.682301726115398 |
| 2004-11-01 | 20.653323258187900 |
| 2004-12-01 | 20.687494119299604 |
| 2005-01-01 | 20.849884375663898 |
| 2005-02-01 | 21.051393280667103 |
| 2005-03-01 | 21.129652188566500 |
| 2005-04-01 | 21.230535221925603 |
| 2005-05-01 | 21.309679256194100 |
| 2005-06-01 | 21.340216003731300 |
| 2005-07-01 | 21.257128530013897 |
| 2005-08-01 | 21.289602894389500 |
| 2005-09-01 | 21.712298790892900 |
| 2005-10-01 | 21.486412184440102 |
| 2005-11-01 | 21.565636375202900 |
| 2005-12-01 | 21.659925416937497 |
| 2006-01-01 | 21.141849387447397 |
| 2006-02-01 | 21.329492826855000 |
| 2006-03-01 | 21.335144206328800 |
| 2006-04-01 | 21.350054862430802 |
| 2006-05-01 | 21.439435333775900 |
| 2006-06-01 | 21.563725463364700 |
| 2006-07-01 | 21.653669415888000 |
| 2006-08-01 | 21.704493457417602 |
| 2006-09-01 | 21.810780503848000 |
| 2006-10-01 | 21.751902068731700 |
| 2006-11-01 | 21.744093053158398 |
| 2006-12-01 | 21.827294572662897 |
| 2007-01-01 | 21.832480773291000 |
| 2007-02-01 | 21.933923845474702 |
| 2007-03-01 | 21.968456888481000 |
| 2007-04-01 | 21.862108281817303 |
| 2007-05-01 | 21.868246478022800 |
| 2007-06-01 | 21.777952249930100 |
| 2007-07-01 | 21.853336360763198 |
| 2007-08-01 | 21.821906461703602 |
| 2007-09-01 | 21.731546002875298 |
| 2007-10-01 | 21.991124207923400 |
| 2007-11-01 | 21.799422872614603 |
| 2007-12-01 | 21.797584680699000 |
| 2008-01-01 | 21.825741598479300 |
| 2008-02-01 | 21.843753023422398 |
| 2008-03-01 | 21.914937312657800 |
| 2008-04-01 | 22.079956776778100 |
| 2008-05-01 | 22.191551705088898 |
| 2008-06-01 | 22.178031327398600 |
| 2008-07-01 | 22.362305096952000 |
| 2008-08-01 | 22.342232408861900 |
| 2008-09-01 | 22.347355041441700 |
| 2008-10-01 | 22.439360999662500 |
| 2008-11-01 | 22.448528093301600 |
| 2008-12-01 | 22.463612414040604 |
| 2009-01-01 | 22.515070747284398 |
| 2009-02-01 | 22.557715663521600 |
| 2009-03-01 | 22.567401470529600 |
| 2009-04-01 | 22.491090048256503 |
| 2009-05-01 | 22.416067749964103 |
| 2009-06-01 | 22.482953326082303 |
| 2009-07-01 | 22.364784972653000 |
| 2009-08-01 | 22.341061856051603 |
| 2009-09-01 | 22.247547568992800 |
| 2009-10-01 | 22.700841514238500 |
| 2009-11-01 | 22.516527035444900 |
| 2009-12-01 | 22.557905550310500 |
| 2010-01-01 | 22.609217123858600 |
| 2010-02-01 | 22.563944083001598 |
| 2010-03-01 | 22.504766164686200 |
| 2010-04-01 | 22.492676467236198 |
| 2010-05-01 | 22.430350324897000 |
| 2010-06-01 | 22.487740545446897 |
| 2010-07-01 | 22.369000241207498 |
| 2010-08-01 | 22.443841304893304 |
| 2010-09-01 | 22.341566943417600 |
| 2010-10-01 | 22.575435918143200 |
| 2010-11-01 | 22.393474953155398 |
| 2010-12-01 | 22.364637695852800 |
| 2011-01-01 | 22.310292432656897 |
| 2011-02-01 | 22.271639035067302 |
| 2011-03-01 | 22.223216754120700 |
| 2011-04-01 | 22.388596302823300 |
| 2011-05-01 | 22.335813725594697 |
| 2011-06-01 | 22.692382396883502 |
| 2011-07-01 | 22.975198500493804 |
| 2011-08-01 | 22.843995539449000 |
| 2011-09-01 | 22.933004719685197 |
| 2011-10-01 | 22.757740260037398 |
| 2011-11-01 | 22.779837383302603 |
| 2011-12-01 | 22.780623507144398 |
| 2012-01-01 | 22.323109523413898 |
| 2012-02-01 | 22.579428712813300 |
| 2012-03-01 | 22.524358035300605 |
| 2012-04-01 | 22.472337257527400 |
| 2012-05-01 | 22.630535096288400 |
| 2012-06-01 | 22.306898809221000 |
| 2012-07-01 | 22.248063361166600 |
| 2012-08-01 | 22.226122784139300 |
| 2012-09-01 | 22.335058928749700 |
| 2012-10-01 | 22.361246804982700 |
| 2012-11-01 | 22.396630203777200 |
| 2012-12-01 | 22.417841343656303 |
| 2013-01-01 | 22.538594141849103 |
| 2013-02-01 | 22.583292874927803 |
| 2013-03-01 | 22.610748167172300 |
| 2013-04-01 | 22.643925416814200 |
| 2013-05-01 | 22.404344203139300 |
| 2013-06-01 | 22.618842550288100 |
| 2013-07-01 | 22.733592554262800 |
| 2013-08-01 | 22.726278214351800 |
| 2013-09-01 | 22.545444917933196 |
| 2013-10-01 | 22.765760455310602 |
| 2013-11-01 | 23.011722094299998 |
| 2013-12-01 | 22.662445683354804 |
| 2014-01-01 | 22.650087695956696 |
| 2014-02-01 | 22.675509163855900 |
| 2014-03-01 | 22.683096801225700 |
| 2014-04-01 | 22.316134839868802 |
| 2014-05-01 | 22.474466822092400 |
| 2014-06-01 | 22.626713030547500 |
| 2014-07-01 | 22.409797571394000 |
| 2014-08-01 | 22.420085317767896 |
| 2014-09-01 | 22.462519963600602 |
| 2014-10-01 | 22.491543841120702 |
| 2014-11-01 | 22.543288600968400 |
| 2014-12-01 | 22.610878676802603 |
| 2015-01-01 | 22.552695823122697 |
| 2015-02-01 | 22.556649458106800 |
| 2015-03-01 | 22.653325300529104 |
| 2015-04-01 | 22.792375277314600 |
| 2015-05-01 | 22.740100029310900 |
| 2015-06-01 | 22.714227205395304 |
| 2015-07-01 | 22.911938179994200 |
| 2015-08-01 | 22.933890167938600 |
| 2015-09-01 | 22.883238740641500 |
| 2015-10-01 | 22.913867912627698 |
| 2015-11-01 | 22.860990706330900 |
| 2015-12-01 | 22.941325628892603 |
| 2016-01-01 | 23.154008862175104 |
| 2016-02-01 | 23.039273324205000 |
| 2016-03-01 | 23.025911920761300 |
| 2016-04-01 | 23.186218649257000 |
| 2016-05-01 | 23.307340814685700 |
| 2016-06-01 | 23.303037832588600 |
| 2016-07-01 | 23.315116284408997 |
| 2016-08-01 | 23.343468958256400 |
| 2016-09-01 | 23.390666019071396 |
| 2016-10-01 | 23.441263582304900 |
| 2016-11-01 | 23.478203104947700 |
| 2016-12-01 | 23.463046082126198 |
| 2017-01-01 | 23.538761129921700 |
| 2017-02-01 | 23.814662836263103 |
| 2017-03-01 | 23.808713690273300 |
| 2017-04-01 | 23.803778801374396 |
| 2017-05-01 | 23.887907255164500 |
| 2017-06-01 | 23.985090298560100 |
| 2017-07-01 | 24.122513629071900 |
| 2017-08-01 | 24.259916712573105 |
| 2017-09-01 | 24.389438272901900 |
| 2017-10-01 | 24.353764522508396 |
| 2017-11-01 | 24.592994854978800 |
| 2017-12-01 | 24.569990506896700 |
| 2018-01-01 | 24.622821179239804 |
| 2018-02-01 | 24.694086548393397 |
| 2018-03-01 | 24.691323503968200 |
| 2018-04-01 | 24.835991243229603 |
| 2018-05-01 | 24.793118955535803 |
| 2018-06-01 | 24.775395216386700 |
| 2018-07-01 | 24.513782405523500 |
| 2018-08-01 | 24.550114340105100 |
| 2018-09-01 | 24.591703990547600 |
| 2018-10-01 | 24.761370390041900 |
| 2018-11-01 | 24.807127830112600 |
| 2018-12-01 | 24.969349401911202 |
| 2019-01-01 | 25.005483097199000 |
| 2019-02-01 | 25.072529823194700 |
| 2019-03-01 | 25.289374905649500 |
| 2019-04-01 | 25.181857402448898 |
| 2019-05-01 | 25.420622226598200 |
| 2019-06-01 | 25.255533804669700 |
| 2019-07-01 | 25.196257012276100 |
| 2019-08-01 | 25.341620241931300 |
| 2019-09-01 | 25.493738759351896 |
| 2019-10-01 | 25.459609145253403 |
| 2019-11-01 | 25.516513676816000 |
| 2019-12-01 | 25.553689600557000 |
| 2020-01-01 | 25.898770729563900 |
| 2020-02-01 | 25.960348298563105 |
| 2020-03-01 | 25.995206851771100 |
| 2020-04-01 | 23.221704681594897 |
| 2020-05-01 | 22.760083541139604 |
| 2020-06-01 | 23.551229850277600 |
| 2020-07-01 | 24.157255957393100 |
| 2020-08-01 | 24.300771366177397 |
| 2020-09-01 | 24.496778296389298 |
| 2020-10-01 | 24.965845731643200 |
| 2020-11-01 | 24.632815774204396 |
| 2020-12-01 | 24.842940590095200 |
| 2021-01-01 | 24.890605191305000 |
| 2021-02-01 | 24.850222927835700 |
| 2021-03-01 | 25.017749987224803 |
| 2021-04-01 | 25.154359333530200 |
| 2021-05-01 | 25.083608154209102 |
| 2021-06-01 | 25.140385833408700 |
| 2021-07-01 | 25.132957129720396 |
| 2021-08-01 | 25.182859704556100 |
| 2021-09-01 | 24.997310935564000 |
| 2021-10-01 | 25.163896355989600 |
| 2021-11-01 | 25.233911284446503 |
| 2021-12-01 | 25.226989196981300 |
| 2022-01-01 | 25.204017013025500 |
| 2022-02-01 | 25.352888428243197 |
| 2022-03-01 | 25.334247663528700 |
| 2022-04-01 | 25.259306817445400 |
| 2022-05-01 | 25.395651444064900 |
| 2022-06-01 | 25.636217060208400 |
| 2022-07-01 | 25.518338961015000 |
| 2022-08-01 | 25.464533184490300 |
| 2022-09-01 | 25.607579859531196 |
| 2022-10-01 | 25.466296673218398 |
| 2022-11-01 | 25.522320653961600 |
| 2022-12-01 | 25.513408247633000 |
| 2023-01-01 | 25.627797368741300 |
| 2023-02-01 | 25.655552360775200 |
| 2023-03-01 | 25.547655841693896 |
| 2023-04-01 | 25.551900825583896 |
| 2023-05-01 | 25.592968298512200 |
| 2023-06-01 | 25.630311184604400 |
| 2023-07-01 | 25.716833590677000 |
| 2023-08-01 | 25.766923911923104 |
| 2023-09-01 | 25.514117911879897 |
| 2023-10-01 | 25.767251045796900 |
| 2023-11-01 | 25.811397812507000 |
| 2023-12-01 | 25.900382598626600 |
| 2024-01-01 | 25.645071461845200 |
| 2024-02-01 | 25.963318409166700 |
| 2024-03-01 | 26.052332376303000 |
| 2024-04-01 | 26.141678775053503 |
| 2024-05-01 | 26.181051647519100 |
