Table Data - All Employees: Education and Health Services: Private Educational 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 Educational Services in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | SMU26280206561000001SA |
| 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 6:22 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 | 1.6401096046267098 |
| 1990-02-01 | 1.5677862194273302 |
| 1990-03-01 | 1.6082635107999400 |
| 1990-04-01 | 1.5952942372211798 |
| 1990-05-01 | 1.5677705024039100 |
| 1990-06-01 | 1.5079688120114600 |
| 1990-07-01 | 1.5141010414840599 |
| 1990-08-01 | 1.5606801376546500 |
| 1990-09-01 | 1.7409190782312900 |
| 1990-10-01 | 1.6324735785234499 |
| 1990-11-01 | 1.6773689684278401 |
| 1990-12-01 | 1.7849786994501697 |
| 1991-01-01 | 1.6330670326504901 |
| 1991-02-01 | 1.6606672053158800 |
| 1991-03-01 | 1.7116284443589300 |
| 1991-04-01 | 1.6930304004418000 |
| 1991-05-01 | 1.6654360115536397 |
| 1991-06-01 | 1.7113174882473001 |
| 1991-07-01 | 1.7256823323804298 |
| 1991-08-01 | 1.6629239585980902 |
| 1991-09-01 | 1.6300120259612300 |
| 1991-10-01 | 1.6338700677909800 |
| 1991-11-01 | 1.6859584281530702 |
| 1991-12-01 | 1.6918807044824800 |
| 1992-01-01 | 1.6229887310983997 |
| 1992-02-01 | 1.6489509218078000 |
| 1992-03-01 | 1.6325356290795400 |
| 1992-04-01 | 1.5112549942220401 |
| 1992-05-01 | 1.6629117913709600 |
| 1992-06-01 | 1.7113495330667499 |
| 1992-07-01 | 1.6099207748872600 |
| 1992-08-01 | 1.5387177284796598 |
| 1992-09-01 | 1.6274193513733200 |
| 1992-10-01 | 1.6354007174805700 |
| 1992-11-01 | 1.6062128897355000 |
| 1992-12-01 | 1.6029465708637100 |
| 1993-01-01 | 1.6071673545262501 |
| 1993-02-01 | 1.6395196367743399 |
| 1993-03-01 | 1.6542490031233898 |
| 1993-04-01 | 1.6114349554541600 |
| 1993-05-01 | 1.5552357991546700 |
| 1993-06-01 | 1.6095744182631102 |
| 1993-07-01 | 1.6069037134434598 |
| 1993-08-01 | 1.6343156517286000 |
| 1993-09-01 | 1.6224130820012700 |
| 1993-10-01 | 1.6363873707994199 |
| 1993-11-01 | 1.6244302071915702 |
| 1993-12-01 | 1.6134896582855298 |
| 1994-01-01 | 1.6881785448806297 |
| 1994-02-01 | 1.6324296102000800 |
| 1994-03-01 | 1.5717365845327800 |
| 1994-04-01 | 1.6199835432093400 |
| 1994-05-01 | 1.6436866791645401 |
| 1994-06-01 | 1.6114133857399300 |
| 1994-07-01 | 1.7126680238856298 |
| 1994-08-01 | 1.7308013353833702 |
| 1994-09-01 | 1.8305551829356599 |
| 1994-10-01 | 1.6347734839125903 |
| 1994-11-01 | 1.6401030235861900 |
| 1994-12-01 | 1.6184103005934098 |
| 1995-01-01 | 1.7676086360920400 |
| 1995-02-01 | 1.7289835957372100 |
| 1995-03-01 | 1.6830748075963602 |
| 1995-04-01 | 1.7258879409474400 |
| 1995-05-01 | 1.7274777968288600 |
| 1995-06-01 | 1.7155298512583999 |
| 1995-07-01 | 1.7180746550420298 |
| 1995-08-01 | 1.7272484749758301 |
| 1995-09-01 | 1.7124604477135800 |
| 1995-10-01 | 1.7282180021285098 |
| 1995-11-01 | 1.7462717377347600 |
| 1995-12-01 | 1.7148161189779199 |
| 1996-01-01 | 1.7573794236621000 |
| 1996-02-01 | 1.7312469287680803 |
| 1996-03-01 | 1.7838080116597501 |
| 1996-04-01 | 1.8345594669895100 |
| 1996-05-01 | 1.8180247336608100 |
| 1996-06-01 | 1.8160518839564699 |
| 1996-07-01 | 1.7293374608669200 |
| 1996-08-01 | 1.7370048353430100 |
| 1996-09-01 | 1.7021483164081397 |
| 1996-10-01 | 1.7243738887548000 |
| 1996-11-01 | 1.7416934259144898 |
| 1996-12-01 | 1.8040843288317700 |
| 1997-01-01 | 1.8512154215501900 |
| 1997-02-01 | 1.8345418586776100 |
| 1997-03-01 | 1.8760007477162701 |
| 1997-04-01 | 1.8481103927772298 |
| 1997-05-01 | 1.9102507404585098 |
| 1997-06-01 | 1.9120913112596003 |
| 1997-07-01 | 2.0784492420934098 |
| 1997-08-01 | 2.0831898207950500 |
| 1997-09-01 | 2.1133179599573800 |
| 1997-10-01 | 2.1031178566152002 |
| 1997-11-01 | 2.0225195234234900 |
| 1997-12-01 | 2.0853221806281400 |
| 1998-01-01 | 1.8539792236460600 |
| 1998-02-01 | 1.9346564448773900 |
| 1998-03-01 | 1.8597005333057999 |
| 1998-04-01 | 1.8591794836484000 |
| 1998-05-01 | 1.9166074062888998 |
| 1998-06-01 | 1.9112221172460901 |
| 1998-07-01 | 1.9962716963324199 |
| 1998-08-01 | 1.8813136948593998 |
| 1998-09-01 | 1.8859137584155000 |
| 1998-10-01 | 1.9078198243292401 |
| 1998-11-01 | 1.9129958800340000 |
| 1998-12-01 | 1.9732249315833699 |
| 1999-01-01 | 1.7614538832318300 |
| 1999-02-01 | 1.9352270291662000 |
| 1999-03-01 | 1.9452757577398400 |
| 1999-04-01 | 1.9653050764170700 |
| 1999-05-01 | 1.9212048131391000 |
| 1999-06-01 | 2.0116980185659200 |
| 1999-07-01 | 1.9068594713627300 |
| 1999-08-01 | 1.8920654672302901 |
| 1999-09-01 | 1.9764952736300099 |
| 1999-10-01 | 2.0033363441856700 |
| 1999-11-01 | 2.0946272854675200 |
| 1999-12-01 | 2.0616889780126400 |
| 2000-01-01 | 2.1653797736679300 |
| 2000-02-01 | 2.1250034683325000 |
| 2000-03-01 | 2.2271871923648000 |
| 2000-04-01 | 2.1607433009083900 |
| 2000-05-01 | 2.2129918894013500 |
| 2000-06-01 | 2.2148917212040400 |
| 2000-07-01 | 2.2610923418726703 |
| 2000-08-01 | 2.3471807059057403 |
| 2000-09-01 | 2.3767036163322300 |
| 2000-10-01 | 2.3892815927182998 |
| 2000-11-01 | 2.3707361944751604 |
| 2000-12-01 | 2.4497577562878100 |
| 2001-01-01 | 2.3781484254912595 |
| 2001-02-01 | 2.4129460298775696 |
| 2001-03-01 | 2.4137114633791000 |
| 2001-04-01 | 2.4470751979045002 |
| 2001-05-01 | 2.4039163882901002 |
| 2001-06-01 | 2.4245111879821900 |
| 2001-07-01 | 2.3813070877103000 |
| 2001-08-01 | 2.4606304052666204 |
| 2001-09-01 | 2.3601399818718396 |
| 2001-10-01 | 2.4936566106839700 |
| 2001-11-01 | 2.5637498915776600 |
| 2001-12-01 | 2.5382883283748500 |
| 2002-01-01 | 2.7005605026274900 |
| 2002-02-01 | 2.6973197628478600 |
| 2002-03-01 | 2.6970759357374800 |
| 2002-04-01 | 2.7280979349838300 |
| 2002-05-01 | 2.7869767076445000 |
| 2002-06-01 | 2.8497866808134003 |
| 2002-07-01 | 2.8275402540231800 |
| 2002-08-01 | 2.7979452121282407 |
| 2002-09-01 | 2.7459067927807403 |
| 2002-10-01 | 2.7883775631626500 |
| 2002-11-01 | 2.7591804441869600 |
| 2002-12-01 | 2.7244584961873100 |
| 2003-01-01 | 2.7269835493453800 |
| 2003-02-01 | 2.6946861365363300 |
| 2003-03-01 | 2.6990835983658600 |
| 2003-04-01 | 2.7162095457612003 |
| 2003-05-01 | 2.7885518365440400 |
| 2003-06-01 | 2.7665808669536400 |
| 2003-07-01 | 2.8105847420865797 |
| 2003-08-01 | 2.7992743300831697 |
| 2003-09-01 | 2.8208840993469800 |
| 2003-10-01 | 2.5981575354552100 |
| 2003-11-01 | 2.8638380336026206 |
| 2003-12-01 | 2.9087427808229305 |
| 2004-01-01 | 2.8523062657315297 |
| 2004-02-01 | 2.8917339183244700 |
| 2004-03-01 | 2.9902153326450200 |
| 2004-04-01 | 2.8983577791307400 |
| 2004-05-01 | 2.6976867767025200 |
| 2004-06-01 | 2.7813173217297997 |
| 2004-07-01 | 2.7964417025204000 |
| 2004-08-01 | 2.8056748707150900 |
| 2004-09-01 | 2.7952914445772900 |
| 2004-10-01 | 2.6914122482412500 |
| 2004-11-01 | 2.6730971892642400 |
| 2004-12-01 | 2.7083508138265400 |
| 2005-01-01 | 3.1743524473828297 |
| 2005-02-01 | 3.2912582184981902 |
| 2005-03-01 | 3.2859247705677794 |
| 2005-04-01 | 3.1751019692071900 |
| 2005-05-01 | 3.1947918104827004 |
| 2005-06-01 | 3.1019032836070300 |
| 2005-07-01 | 3.1184545431980800 |
| 2005-08-01 | 3.0326817056261600 |
| 2005-09-01 | 3.0770327444492596 |
| 2005-10-01 | 3.0685431740300695 |
| 2005-11-01 | 3.0506367283097497 |
| 2005-12-01 | 3.1801657987118800 |
| 2006-01-01 | 2.8763692284980698 |
| 2006-02-01 | 2.9134302143908900 |
| 2006-03-01 | 2.9064765904774506 |
| 2006-04-01 | 2.9799630249756803 |
| 2006-05-01 | 2.9237317347299200 |
| 2006-06-01 | 2.9996937421775000 |
| 2006-07-01 | 3.0010010561254500 |
| 2006-08-01 | 3.0352238307600100 |
| 2006-09-01 | 3.0768345673555500 |
| 2006-10-01 | 3.0540289649561600 |
| 2006-11-01 | 3.0343311755955100 |
| 2006-12-01 | 3.0727481080752500 |
| 2007-01-01 | 3.1846366008172200 |
| 2007-02-01 | 3.1106306667182600 |
| 2007-03-01 | 3.2107941134808300 |
| 2007-04-01 | 3.1815610505076100 |
| 2007-05-01 | 3.2498942674567300 |
| 2007-06-01 | 3.1943963268130000 |
| 2007-07-01 | 3.2132166852480300 |
| 2007-08-01 | 3.3714629187036800 |
| 2007-09-01 | 3.2904392676388197 |
| 2007-10-01 | 3.2290250266657900 |
| 2007-11-01 | 3.2063587154068602 |
| 2007-12-01 | 3.1599273665096800 |
| 2008-01-01 | 3.1769280095176295 |
| 2008-02-01 | 3.1963171955863303 |
| 2008-03-01 | 3.2185759392853397 |
| 2008-04-01 | 3.4016336600801496 |
| 2008-05-01 | 3.3898329812414802 |
| 2008-06-01 | 3.3870893705946600 |
| 2008-07-01 | 3.4214405005508400 |
| 2008-08-01 | 3.3669845608140800 |
| 2008-09-01 | 3.3056130603261695 |
| 2008-10-01 | 3.4070799706934100 |
| 2008-11-01 | 3.4694634285679700 |
| 2008-12-01 | 3.5354487237392496 |
| 2009-01-01 | 3.3779073332699197 |
| 2009-02-01 | 3.3720584194005000 |
| 2009-03-01 | 3.3206797408732600 |
| 2009-04-01 | 3.3333743702517498 |
| 2009-05-01 | 3.3292266900134395 |
| 2009-06-01 | 3.3767642941050600 |
| 2009-07-01 | 3.2905375247710897 |
| 2009-08-01 | 3.3582543202350200 |
| 2009-09-01 | 3.2194263683819200 |
| 2009-10-01 | 3.4026355564762203 |
| 2009-11-01 | 3.3625681453501097 |
| 2009-12-01 | 3.6273268481872796 |
| 2010-01-01 | 3.3798189718529903 |
| 2010-02-01 | 3.3509536240829503 |
| 2010-03-01 | 3.3151923698634200 |
| 2010-04-01 | 3.1680413517980700 |
| 2010-05-01 | 3.1589831262737595 |
| 2010-06-01 | 3.1641448150485900 |
| 2010-07-01 | 3.1654261968561900 |
| 2010-08-01 | 3.1234626941857004 |
| 2010-09-01 | 3.1221652009713200 |
| 2010-10-01 | 3.1144333967054100 |
| 2010-11-01 | 3.0723926706388600 |
| 2010-12-01 | 3.0586471871935297 |
| 2011-01-01 | 3.2826317371803300 |
| 2011-02-01 | 3.1562426303117900 |
| 2011-03-01 | 3.0171926275668900 |
| 2011-04-01 | 2.9944339526863300 |
| 2011-05-01 | 2.8673965631771700 |
| 2011-06-01 | 2.7472841783728796 |
| 2011-07-01 | 2.9327927566335696 |
| 2011-08-01 | 2.8847047829312900 |
| 2011-09-01 | 2.9170723048921800 |
| 2011-10-01 | 2.8328070551216094 |
| 2011-11-01 | 2.8847764055282004 |
| 2011-12-01 | 2.8795295509384102 |
| 2012-01-01 | 2.8741583157394000 |
| 2012-02-01 | 2.8775705080240200 |
| 2012-03-01 | 2.9166648202764702 |
| 2012-04-01 | 2.9040205815998594 |
| 2012-05-01 | 2.9725506929650303 |
| 2012-06-01 | 2.6376151391371097 |
| 2012-07-01 | 2.9257673305630300 |
| 2012-08-01 | 2.8653396328824400 |
| 2012-09-01 | 2.8064353075074906 |
| 2012-10-01 | 2.8358481938378706 |
| 2012-11-01 | 2.7937314012961700 |
| 2012-12-01 | 2.8004349128949797 |
| 2013-01-01 | 2.7741930436540200 |
| 2013-02-01 | 2.8053746157207002 |
| 2013-03-01 | 2.8230944117884100 |
| 2013-04-01 | 2.7988648857431600 |
| 2013-05-01 | 2.6479090827766100 |
| 2013-06-01 | 2.8298388782632897 |
| 2013-07-01 | 2.8108492810932200 |
| 2013-08-01 | 2.8469623699402500 |
| 2013-09-01 | 2.7050798741422300 |
| 2013-10-01 | 3.1279514104811300 |
| 2013-11-01 | 3.1749102828749400 |
| 2013-12-01 | 2.8168204789902900 |
| 2014-01-01 | 2.7763990149489506 |
| 2014-02-01 | 2.7285303791257296 |
| 2014-03-01 | 2.7313779043194600 |
| 2014-04-01 | 2.6836581898573800 |
| 2014-05-01 | 2.7278995535569197 |
| 2014-06-01 | 2.8198324189942903 |
| 2014-07-01 | 2.7044316689914196 |
| 2014-08-01 | 2.7246447106736600 |
| 2014-09-01 | 2.7040705315274303 |
| 2014-10-01 | 2.6605869359330403 |
| 2014-11-01 | 2.7159393134360497 |
| 2014-12-01 | 2.7370432677778500 |
| 2015-01-01 | 2.7783682778342005 |
| 2015-02-01 | 2.7443765887295000 |
| 2015-03-01 | 2.7368899100658304 |
| 2015-04-01 | 2.7651148000199504 |
| 2015-05-01 | 2.7034315949664802 |
| 2015-06-01 | 2.7093455014476002 |
| 2015-07-01 | 2.7065889304844397 |
| 2015-08-01 | 2.7164329794632000 |
| 2015-09-01 | 2.7073801420300700 |
| 2015-10-01 | 2.7662461579772097 |
| 2015-11-01 | 2.7284107930093398 |
| 2015-12-01 | 2.7524274975597205 |
| 2016-01-01 | 2.8792703168678900 |
| 2016-02-01 | 2.7482978652350400 |
| 2016-03-01 | 2.7379503877012796 |
| 2016-04-01 | 2.8416511950921600 |
| 2016-05-01 | 2.8888453059867600 |
| 2016-06-01 | 2.9071601135298500 |
| 2016-07-01 | 2.9262384365876604 |
| 2016-08-01 | 2.9325410720854100 |
| 2016-09-01 | 2.9073374187551897 |
| 2016-10-01 | 2.8707392547162000 |
| 2016-11-01 | 2.9293835003189200 |
| 2016-12-01 | 2.9609860952019900 |
| 2017-01-01 | 2.9780567823368100 |
| 2017-02-01 | 3.0431585491282998 |
| 2017-03-01 | 3.0262949889118302 |
| 2017-04-01 | 3.0219376538285796 |
| 2017-05-01 | 3.0812284606456900 |
| 2017-06-01 | 3.0074262599586800 |
| 2017-07-01 | 3.0352728778175700 |
| 2017-08-01 | 3.0349944469988595 |
| 2017-09-01 | 3.1138439440997300 |
| 2017-10-01 | 3.0697008695779100 |
| 2017-11-01 | 3.1346501694219200 |
| 2017-12-01 | 3.0674491596115500 |
| 2018-01-01 | 3.0715851282079800 |
| 2018-02-01 | 3.1365700723055396 |
| 2018-03-01 | 3.1109768596118794 |
| 2018-04-01 | 3.2084504554737300 |
| 2018-05-01 | 3.1857871102438300 |
| 2018-06-01 | 3.2153599981066500 |
| 2018-07-01 | 3.1455014407140296 |
| 2018-08-01 | 3.1320640407084400 |
| 2018-09-01 | 3.1163114038390500 |
| 2018-10-01 | 3.1731349137146500 |
| 2018-11-01 | 3.1445326934663000 |
| 2018-12-01 | 3.1710077342873504 |
| 2019-01-01 | 3.1652774010204000 |
| 2019-02-01 | 3.1288822193719197 |
| 2019-03-01 | 3.1949342629426200 |
| 2019-04-01 | 3.2115664046962300 |
| 2019-05-01 | 3.3990538379669704 |
| 2019-06-01 | 3.2176053104689504 |
| 2019-07-01 | 3.1440465302510203 |
| 2019-08-01 | 3.2240886899850802 |
| 2019-09-01 | 3.3216168062188800 |
| 2019-10-01 | 3.2784806672926403 |
| 2019-11-01 | 3.2530643519620095 |
| 2019-12-01 | 3.2685259421594900 |
| 2020-01-01 | 3.2557520698193803 |
| 2020-02-01 | 3.2195685002569996 |
| 2020-03-01 | 3.1856115193295100 |
| 2020-04-01 | 2.9258879082732796 |
| 2020-05-01 | 3.0086299731275000 |
| 2020-06-01 | 2.9173741825454402 |
| 2020-07-01 | 3.1414238669520000 |
| 2020-08-01 | 3.1018319395565600 |
| 2020-09-01 | 3.0235007380692593 |
| 2020-10-01 | 3.0949284710080898 |
| 2020-11-01 | 3.0756436567371600 |
| 2020-12-01 | 3.0653364612589504 |
| 2021-01-01 | 3.1466496547887200 |
| 2021-02-01 | 3.1122217290566003 |
| 2021-03-01 | 3.1811627337965300 |
| 2021-04-01 | 3.2264452243474597 |
| 2021-05-01 | 3.2145738016379600 |
| 2021-06-01 | 3.2157745624263400 |
| 2021-07-01 | 3.2459490306278505 |
| 2021-08-01 | 3.3047964809999600 |
| 2021-09-01 | 3.2341595997180000 |
| 2021-10-01 | 3.1974238677660900 |
| 2021-11-01 | 3.2819471696631894 |
| 2021-12-01 | 3.2580431776793200 |
| 2022-01-01 | 3.2444885417733698 |
| 2022-02-01 | 3.2988830147236000 |
| 2022-03-01 | 3.2796709945163100 |
| 2022-04-01 | 3.1312648700733400 |
| 2022-05-01 | 3.1061089305814504 |
| 2022-06-01 | 3.3134360468820603 |
| 2022-07-01 | 3.3525561228388603 |
| 2022-08-01 | 3.2997914415410700 |
| 2022-09-01 | 3.4452503771170400 |
| 2022-10-01 | 3.4002783779076600 |
| 2022-11-01 | 3.3855814969034400 |
| 2022-12-01 | 3.4510633170372500 |
| 2023-01-01 | 3.4504255049762795 |
| 2023-02-01 | 3.4828440665437900 |
| 2023-03-01 | 3.4781138344995600 |
| 2023-04-01 | 3.5219941260244703 |
| 2023-05-01 | 3.5956023586007797 |
| 2023-06-01 | 3.6086753855807700 |
| 2023-07-01 | 3.5681305115573700 |
| 2023-08-01 | 3.6252371131595700 |
| 2023-09-01 | 3.5533896022244003 |
| 2023-10-01 | 3.5968626212084707 |
| 2023-11-01 | 3.5839515990656503 |
| 2023-12-01 | 3.6435822494356300 |
| 2024-01-01 | 3.6570481352086700 |
| 2024-02-01 | 3.6733553484274600 |
| 2024-03-01 | 3.6788827887021100 |
| 2024-04-01 | 3.7148311792622297 |
| 2024-05-01 | 3.6811854831174506 |
