Table Data - All Employees: Education and Health Services: Private Education and Health Services in Kalamazoo-Portage, MI (MSA)
| 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 2024-09-01 |
| Last Updated | 2024-10-23 5:07 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 | 14.507076732300101 |
| 1990-02-01 | 14.590398983077600 |
| 1990-03-01 | 14.610838867772902 |
| 1990-04-01 | 14.782622209088500 |
| 1990-05-01 | 14.826203385842700 |
| 1990-06-01 | 14.835079557603800 |
| 1990-07-01 | 14.871234867914500 |
| 1990-08-01 | 14.941746945639999 |
| 1990-09-01 | 15.084267965306600 |
| 1990-10-01 | 15.388077173853800 |
| 1990-11-01 | 15.305261074767700 |
| 1990-12-01 | 15.448392384455198 |
| 1991-01-01 | 14.907819686105402 |
| 1991-02-01 | 15.089913398094302 |
| 1991-03-01 | 15.110689608802800 |
| 1991-04-01 | 15.183608613117200 |
| 1991-05-01 | 15.022940914575500 |
| 1991-06-01 | 15.036003350935700 |
| 1991-07-01 | 14.960812495393501 |
| 1991-08-01 | 15.040993892926900 |
| 1991-09-01 | 14.989756946923300 |
| 1991-10-01 | 15.000830874809400 |
| 1991-11-01 | 14.917402048397800 |
| 1991-12-01 | 14.944166646771200 |
| 1992-01-01 | 15.008865401600700 |
| 1992-02-01 | 15.095740903109501 |
| 1992-03-01 | 15.103670014295100 |
| 1992-04-01 | 15.091061266145198 |
| 1992-05-01 | 15.218366281814600 |
| 1992-06-01 | 15.335353861829699 |
| 1992-07-01 | 15.438641650019902 |
| 1992-08-01 | 15.434065461680100 |
| 1992-09-01 | 15.494056424334600 |
| 1992-10-01 | 15.519410001158800 |
| 1992-11-01 | 15.626985840989699 |
| 1992-12-01 | 15.536566968454402 |
| 1993-01-01 | 15.918380448114600 |
| 1993-02-01 | 15.901902574238100 |
| 1993-03-01 | 16.004230214055802 |
| 1993-04-01 | 15.898181223131301 |
| 1993-05-01 | 16.003921649649800 |
| 1993-06-01 | 16.023690660828600 |
| 1993-07-01 | 16.006511463053200 |
| 1993-08-01 | 16.124314709560600 |
| 1993-09-01 | 16.004030929115200 |
| 1993-10-01 | 16.445645431890900 |
| 1993-11-01 | 16.439069213822000 |
| 1993-12-01 | 16.522728125469300 |
| 1994-01-01 | 16.639381469322600 |
| 1994-02-01 | 16.715768589360700 |
| 1994-03-01 | 16.704043600612400 |
| 1994-04-01 | 16.903981439799600 |
| 1994-05-01 | 16.883186148829300 |
| 1994-06-01 | 16.903837291040500 |
| 1994-07-01 | 17.088259145772902 |
| 1994-08-01 | 17.004410454581198 |
| 1994-09-01 | 17.011297910521300 |
| 1994-10-01 | 16.960196108277400 |
| 1994-11-01 | 16.861686230211400 |
| 1994-12-01 | 17.106451813235400 |
| 1995-01-01 | 17.182127520870498 |
| 1995-02-01 | 16.940012381135500 |
| 1995-03-01 | 17.016276451476900 |
| 1995-04-01 | 16.887872795043300 |
| 1995-05-01 | 16.855088694317402 |
| 1995-06-01 | 16.775763595335800 |
| 1995-07-01 | 16.874514261484900 |
| 1995-08-01 | 16.784821271039400 |
| 1995-09-01 | 16.822835705180400 |
| 1995-10-01 | 16.661312832301500 |
| 1995-11-01 | 16.782273465513303 |
| 1995-12-01 | 16.596368898584302 |
| 1996-01-01 | 16.827362180100500 |
| 1996-02-01 | 16.864763084107000 |
| 1996-03-01 | 16.817696031636800 |
| 1996-04-01 | 16.864051324024903 |
| 1996-05-01 | 16.934002280672700 |
| 1996-06-01 | 16.957544619353800 |
| 1996-07-01 | 16.779288641656800 |
| 1996-08-01 | 16.779091166689200 |
| 1996-09-01 | 16.636878177335000 |
| 1996-10-01 | 16.631450554546000 |
| 1996-11-01 | 16.590320812832697 |
| 1996-12-01 | 16.585286858571400 |
| 1997-01-01 | 16.571364461829500 |
| 1997-02-01 | 16.584852943668302 |
| 1997-03-01 | 16.512563588422402 |
| 1997-04-01 | 16.550825550082000 |
| 1997-05-01 | 16.620351557214100 |
| 1997-06-01 | 16.748231589293000 |
| 1997-07-01 | 16.794536629592198 |
| 1997-08-01 | 16.986522815039400 |
| 1997-09-01 | 16.951213346227200 |
| 1997-10-01 | 16.892234426709700 |
| 1997-11-01 | 16.781038721926300 |
| 1997-12-01 | 16.867503109730198 |
| 1998-01-01 | 16.505331610340300 |
| 1998-02-01 | 16.486914796574400 |
| 1998-03-01 | 16.401918138224700 |
| 1998-04-01 | 16.755691752640600 |
| 1998-05-01 | 16.820814383264402 |
| 1998-06-01 | 16.762756986210597 |
| 1998-07-01 | 16.306086977922998 |
| 1998-08-01 | 16.195019645301900 |
| 1998-09-01 | 16.154484095418400 |
| 1998-10-01 | 16.151549860335900 |
| 1998-11-01 | 16.059001561088700 |
| 1998-12-01 | 16.063192658405200 |
| 1999-01-01 | 16.223966162058000 |
| 1999-02-01 | 16.401445037505200 |
| 1999-03-01 | 16.398440410840500 |
| 1999-04-01 | 16.452387878096303 |
| 1999-05-01 | 16.419263968119100 |
| 1999-06-01 | 16.377470416525200 |
| 1999-07-01 | 17.027830833364998 |
| 1999-08-01 | 16.925859518199900 |
| 1999-09-01 | 16.964243660979600 |
| 1999-10-01 | 17.309873562565500 |
| 1999-11-01 | 17.307390744091400 |
| 1999-12-01 | 17.348672492734600 |
| 2000-01-01 | 17.345563170681697 |
| 2000-02-01 | 17.312886083139600 |
| 2000-03-01 | 17.495773682306400 |
| 2000-04-01 | 17.351502140335500 |
| 2000-05-01 | 17.507813710237200 |
| 2000-06-01 | 17.584510703435400 |
| 2000-07-01 | 17.744721041083200 |
| 2000-08-01 | 17.963212964949800 |
| 2000-09-01 | 18.068548581351300 |
| 2000-10-01 | 17.904852013169900 |
| 2000-11-01 | 17.968435259561800 |
| 2000-12-01 | 18.153119723788700 |
| 2001-01-01 | 17.832402469276400 |
| 2001-02-01 | 17.921774484342800 |
| 2001-03-01 | 17.687823121507400 |
| 2001-04-01 | 17.649912812104300 |
| 2001-05-01 | 17.699968247202400 |
| 2001-06-01 | 17.776767834458300 |
| 2001-07-01 | 18.169715230811200 |
| 2001-08-01 | 18.172592304107003 |
| 2001-09-01 | 18.248662664105400 |
| 2001-10-01 | 18.442278252832900 |
| 2001-11-01 | 18.563610196959697 |
| 2001-12-01 | 18.470979013779200 |
| 2002-01-01 | 18.714746068676398 |
| 2002-02-01 | 18.704430034919000 |
| 2002-03-01 | 18.777878226306104 |
| 2002-04-01 | 19.345462518887600 |
| 2002-05-01 | 19.389177098545698 |
| 2002-06-01 | 19.558889872970700 |
| 2002-07-01 | 19.198238675245100 |
| 2002-08-01 | 19.177538015971198 |
| 2002-09-01 | 19.214599608125700 |
| 2002-10-01 | 19.595164275606603 |
| 2002-11-01 | 19.680163518090602 |
| 2002-12-01 | 19.585211312928603 |
| 2003-01-01 | 19.488795000485602 |
| 2003-02-01 | 19.496107289965700 |
| 2003-03-01 | 19.562974217507200 |
| 2003-04-01 | 19.529806863199300 |
| 2003-05-01 | 19.687186977348897 |
| 2003-06-01 | 19.737124195713300 |
| 2003-07-01 | 19.626586691415700 |
| 2003-08-01 | 19.677945784530000 |
| 2003-09-01 | 19.773457385058000 |
| 2003-10-01 | 19.650725109763300 |
| 2003-11-01 | 19.822992206684198 |
| 2003-12-01 | 20.096604146360303 |
| 2004-01-01 | 20.474814483611100 |
| 2004-02-01 | 20.571370631893000 |
| 2004-03-01 | 20.642526141354800 |
| 2004-04-01 | 20.623034575214500 |
| 2004-05-01 | 20.488940331746600 |
| 2004-06-01 | 20.624801416891998 |
| 2004-07-01 | 21.156826199959898 |
| 2004-08-01 | 20.993601624809500 |
| 2004-09-01 | 20.940820783402398 |
| 2004-10-01 | 20.682311412852698 |
| 2004-11-01 | 20.653325817995000 |
| 2004-12-01 | 20.687495353812200 |
| 2005-01-01 | 20.849881554722200 |
| 2005-02-01 | 21.051391886653800 |
| 2005-03-01 | 21.129638233966800 |
| 2005-04-01 | 21.230538135098600 |
| 2005-05-01 | 21.309671572308897 |
| 2005-06-01 | 21.340181570640400 |
| 2005-07-01 | 21.257150034959302 |
| 2005-08-01 | 21.289609838268000 |
| 2005-09-01 | 21.712309483340600 |
| 2005-10-01 | 21.486417722155500 |
| 2005-11-01 | 21.565637959958600 |
| 2005-12-01 | 21.659927837535400 |
| 2006-01-01 | 21.141847504269396 |
| 2006-02-01 | 21.329490557731700 |
| 2006-03-01 | 21.335141603644000 |
| 2006-04-01 | 21.350052123906900 |
| 2006-05-01 | 21.439423975256300 |
| 2006-06-01 | 21.563723500087900 |
| 2006-07-01 | 21.653678150934400 |
| 2006-08-01 | 21.704493866935300 |
| 2006-09-01 | 21.810783097713200 |
| 2006-10-01 | 21.751904522602500 |
| 2006-11-01 | 21.744093694492000 |
| 2006-12-01 | 21.827297357987600 |
| 2007-01-01 | 21.832480119843503 |
| 2007-02-01 | 21.933922560430100 |
| 2007-03-01 | 21.968455473751500 |
| 2007-04-01 | 21.862106979379803 |
| 2007-05-01 | 21.868240937864400 |
| 2007-06-01 | 21.777951532251800 |
| 2007-07-01 | 21.853340913632900 |
| 2007-08-01 | 21.821906599754800 |
| 2007-09-01 | 21.731547307835900 |
| 2007-10-01 | 21.991124452227897 |
| 2007-11-01 | 21.799422892502605 |
| 2007-12-01 | 21.797586342534398 |
| 2008-01-01 | 21.825741198262200 |
| 2008-02-01 | 21.843752214619002 |
| 2008-03-01 | 21.914936489879800 |
| 2008-04-01 | 22.079956075006400 |
| 2008-05-01 | 22.191551244246398 |
| 2008-06-01 | 22.178031230690700 |
| 2008-07-01 | 22.362305287189397 |
| 2008-08-01 | 22.342232699228898 |
| 2008-09-01 | 22.347355786063400 |
| 2008-10-01 | 22.439360907176000 |
| 2008-11-01 | 22.448527942569700 |
| 2008-12-01 | 22.463613284678500 |
| 2009-01-01 | 22.515070661487698 |
| 2009-02-01 | 22.557715422101400 |
| 2009-03-01 | 22.567401330038198 |
| 2009-04-01 | 22.491089899545300 |
| 2009-05-01 | 22.416067152382300 |
| 2009-06-01 | 22.482953298082500 |
| 2009-07-01 | 22.364785027576104 |
| 2009-08-01 | 22.341061922217600 |
| 2009-09-01 | 22.247547713138300 |
| 2009-10-01 | 22.700841538110900 |
| 2009-11-01 | 22.516527117950000 |
| 2009-12-01 | 22.557905660389000 |
| 2010-01-01 | 22.609217248895398 |
| 2010-02-01 | 22.563944241917895 |
| 2010-03-01 | 22.504766473104400 |
| 2010-04-01 | 22.492676706927100 |
| 2010-05-01 | 22.430349361787300 |
| 2010-06-01 | 22.487740666887102 |
| 2010-07-01 | 22.369000238082000 |
| 2010-08-01 | 22.443841160993700 |
| 2010-09-01 | 22.341565871933300 |
| 2010-10-01 | 22.575435900481896 |
| 2010-11-01 | 22.393475373216100 |
| 2010-12-01 | 22.364638108384000 |
| 2011-01-01 | 22.310292986801800 |
| 2011-02-01 | 22.271639689845600 |
| 2011-03-01 | 22.223217549925604 |
| 2011-04-01 | 22.388596804651197 |
| 2011-05-01 | 22.335812343105400 |
| 2011-06-01 | 22.692382453036604 |
| 2011-07-01 | 22.975198081899800 |
| 2011-08-01 | 22.843994622841200 |
| 2011-09-01 | 22.933001739248000 |
| 2011-10-01 | 22.757739862479100 |
| 2011-11-01 | 22.779838336450897 |
| 2011-12-01 | 22.780624976872100 |
| 2012-01-01 | 22.323111571605200 |
| 2012-02-01 | 22.579430865118700 |
| 2012-03-01 | 22.524359842403303 |
| 2012-04-01 | 22.472337796101197 |
| 2012-05-01 | 22.630532940781800 |
| 2012-06-01 | 22.306898013803202 |
| 2012-07-01 | 22.248061708914300 |
| 2012-08-01 | 22.226120305509895 |
| 2012-09-01 | 22.335053608358198 |
| 2012-10-01 | 22.361244942674197 |
| 2012-11-01 | 22.396629822693000 |
| 2012-12-01 | 22.417841141692602 |
| 2013-01-01 | 22.538615031579800 |
| 2013-02-01 | 22.583293289881702 |
| 2013-03-01 | 22.610748165801200 |
| 2013-04-01 | 22.643923562388200 |
| 2013-05-01 | 22.404339341821300 |
| 2013-06-01 | 22.618838701893500 |
| 2013-07-01 | 22.733588398871003 |
| 2013-08-01 | 22.726273818901400 |
| 2013-09-01 | 22.545438519887900 |
| 2013-10-01 | 22.765758271296300 |
| 2013-11-01 | 23.011721416179000 |
| 2013-12-01 | 22.662444273393604 |
| 2014-01-01 | 22.650126806320600 |
| 2014-02-01 | 22.675522917328000 |
| 2014-03-01 | 22.683092544374900 |
| 2014-04-01 | 22.316127448257102 |
| 2014-05-01 | 22.474455174420600 |
| 2014-06-01 | 22.626700594428100 |
| 2014-07-01 | 22.409781804816500 |
| 2014-08-01 | 22.420065985787800 |
| 2014-09-01 | 22.462497947781500 |
| 2014-10-01 | 22.491573900307802 |
| 2014-11-01 | 22.543283712480697 |
| 2014-12-01 | 22.610884540950302 |
| 2015-01-01 | 22.552772241831000 |
| 2015-02-01 | 22.556697645890104 |
| 2015-03-01 | 22.653328262509103 |
| 2015-04-01 | 22.792356193146800 |
| 2015-05-01 | 22.740057626972103 |
| 2015-06-01 | 22.714170303369700 |
| 2015-07-01 | 22.911884752703000 |
| 2015-08-01 | 22.933828333216700 |
| 2015-09-01 | 22.883192030909400 |
| 2015-10-01 | 22.913941610204898 |
| 2015-11-01 | 22.861009520428300 |
| 2015-12-01 | 22.941385132264000 |
| 2016-01-01 | 23.154163686988802 |
| 2016-02-01 | 23.039420285789000 |
| 2016-03-01 | 23.025917723355604 |
| 2016-04-01 | 23.186214994766900 |
| 2016-05-01 | 23.307143551440000 |
| 2016-06-01 | 23.302913644326600 |
| 2016-07-01 | 23.314930865759200 |
| 2016-08-01 | 23.343335017364000 |
| 2016-09-01 | 23.390581713174000 |
| 2016-10-01 | 23.441386630721603 |
| 2016-11-01 | 23.478251283038700 |
| 2016-12-01 | 23.463186368961300 |
| 2017-01-01 | 23.539265818173900 |
| 2017-02-01 | 23.814960232569103 |
| 2017-03-01 | 23.808802591665000 |
| 2017-04-01 | 23.803883597187200 |
| 2017-05-01 | 23.887678576131000 |
| 2017-06-01 | 23.984103548688697 |
| 2017-07-01 | 24.121871105013600 |
| 2017-08-01 | 24.259851693920500 |
| 2017-09-01 | 24.389419392185600 |
| 2017-10-01 | 24.354208702763200 |
| 2017-11-01 | 24.593247774208898 |
| 2017-12-01 | 24.570316167680200 |
| 2018-01-01 | 24.623767751930000 |
| 2018-02-01 | 24.694593907270900 |
| 2018-03-01 | 24.691478901371497 |
| 2018-04-01 | 24.836101532033200 |
| 2018-05-01 | 24.792673463909000 |
| 2018-06-01 | 24.773290330319400 |
| 2018-07-01 | 24.512512706005698 |
| 2018-08-01 | 24.550077695311200 |
| 2018-09-01 | 24.591817785060396 |
| 2018-10-01 | 24.762318369282998 |
| 2018-11-01 | 24.807810471936303 |
| 2018-12-01 | 24.970142410156104 |
| 2019-01-01 | 25.007180723096500 |
| 2019-02-01 | 25.073467295992998 |
| 2019-03-01 | 25.289888437312500 |
| 2019-04-01 | 25.181114665746900 |
| 2019-05-01 | 25.420491078927103 |
| 2019-06-01 | 25.248852031016803 |
| 2019-07-01 | 25.195020476320200 |
| 2019-08-01 | 25.342272993511400 |
| 2019-09-01 | 25.494920791187702 |
| 2019-10-01 | 25.461698926601702 |
| 2019-11-01 | 25.518354163497300 |
| 2019-12-01 | 25.555545683859500 |
| 2020-01-01 | 25.901337527146396 |
| 2020-02-01 | 25.961655427041997 |
| 2020-03-01 | 25.995463665324300 |
| 2020-04-01 | 23.219231724895803 |
| 2020-05-01 | 22.759069731062898 |
| 2020-06-01 | 23.540667697972600 |
| 2020-07-01 | 24.156080966421500 |
| 2020-08-01 | 24.302160388813000 |
| 2020-09-01 | 24.499458590816197 |
| 2020-10-01 | 24.969737663876600 |
| 2020-11-01 | 24.636735776962300 |
| 2020-12-01 | 24.846951743115600 |
| 2021-01-01 | 24.894380215456800 |
| 2021-02-01 | 24.852509490454500 |
| 2021-03-01 | 25.017719226572400 |
| 2021-04-01 | 25.148429496290900 |
| 2021-05-01 | 25.078491320027300 |
| 2021-06-01 | 25.120320704375402 |
| 2021-07-01 | 25.129921555847800 |
| 2021-08-01 | 25.188241443218303 |
| 2021-09-01 | 25.005945945682395 |
| 2021-10-01 | 25.171260811885400 |
| 2021-11-01 | 25.240685996132400 |
| 2021-12-01 | 25.233310025505098 |
| 2022-01-01 | 25.208422109818002 |
| 2022-02-01 | 25.355226698665200 |
| 2022-03-01 | 25.332287108231500 |
| 2022-04-01 | 25.249018018748900 |
| 2022-05-01 | 25.383548093476000 |
| 2022-06-01 | 25.611459872518200 |
| 2022-07-01 | 25.517327032513800 |
| 2022-08-01 | 25.475255930877800 |
| 2022-09-01 | 25.617474366028800 |
| 2022-10-01 | 25.477087614615197 |
| 2022-11-01 | 25.531619289244198 |
| 2022-12-01 | 25.521874692849497 |
| 2023-01-01 | 25.632915401021105 |
| 2023-02-01 | 25.658367614384602 |
| 2023-03-01 | 25.544110902705604 |
| 2023-04-01 | 25.537031282290200 |
| 2023-05-01 | 25.573649032978803 |
| 2023-06-01 | 25.600465179020900 |
| 2023-07-01 | 25.719126659156604 |
| 2023-08-01 | 25.785386997926103 |
| 2023-09-01 | 25.523363090524803 |
| 2023-10-01 | 25.781245032959000 |
| 2023-11-01 | 25.822524660229100 |
| 2023-12-01 | 25.909964976283497 |
| 2024-01-01 | 25.649901863731500 |
| 2024-02-01 | 25.965413199911900 |
| 2024-03-01 | 26.046040066386400 |
| 2024-04-01 | 26.122201699557500 |
| 2024-05-01 | 26.154560284149397 |
| 2024-06-01 | 26.098478095605397 |
| 2024-07-01 | 26.032179432907900 |
| 2024-08-01 | 25.994680664167800 |
| 2024-09-01 | 26.024362054219400 |
