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 2025-11-01 |
| Last Updated | 2026-01-07 11:29 PM 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 | 11.9578134792139 |
| 1990-02-01 | 12.0820277722077 |
| 1990-03-01 | 12.0489270134332 |
| 1990-04-01 | 12.1516987107070 |
| 1990-05-01 | 12.2524650412476 |
| 1990-06-01 | 12.3250349214590 |
| 1990-07-01 | 12.2766314647981 |
| 1990-08-01 | 12.3033478210294 |
| 1990-09-01 | 12.4039723091779 |
| 1990-10-01 | 12.7630729246300 |
| 1990-11-01 | 12.6002969693353 |
| 1990-12-01 | 12.6219873028266 |
| 1991-01-01 | 12.3639650663944 |
| 1991-02-01 | 12.4895347905553 |
| 1991-03-01 | 12.4435331253830 |
| 1991-04-01 | 12.5572236946667 |
| 1991-05-01 | 12.4501829166594 |
| 1991-06-01 | 12.4154710607293 |
| 1991-07-01 | 12.2684048730468 |
| 1991-08-01 | 12.4069633006927 |
| 1991-09-01 | 12.4152465321193 |
| 1991-10-01 | 12.3677983036513 |
| 1991-11-01 | 12.2139479681369 |
| 1991-12-01 | 12.2237646122825 |
| 1992-01-01 | 12.4633857191050 |
| 1992-02-01 | 12.4969187920399 |
| 1992-03-01 | 12.5256815958160 |
| 1992-04-01 | 12.5625609962239 |
| 1992-05-01 | 12.5480211422052 |
| 1992-06-01 | 12.6064683455263 |
| 1992-07-01 | 12.8464577609448 |
| 1992-08-01 | 12.9036555064653 |
| 1992-09-01 | 12.9209741132805 |
| 1992-10-01 | 12.8781245649888 |
| 1992-11-01 | 13.0287588645014 |
| 1992-12-01 | 12.9271575839682 |
| 1993-01-01 | 13.4722573034202 |
| 1993-02-01 | 13.4045087529242 |
| 1993-03-01 | 13.5134241996306 |
| 1993-04-01 | 13.3742244594237 |
| 1993-05-01 | 13.5506087617318 |
| 1993-06-01 | 13.4913669853083 |
| 1993-07-01 | 13.4124008115204 |
| 1993-08-01 | 13.4964891616579 |
| 1993-09-01 | 13.5256530305073 |
| 1993-10-01 | 13.6968373854560 |
| 1993-11-01 | 13.7408517913018 |
| 1993-12-01 | 13.8254149846992 |
| 1994-01-01 | 13.8928383066881 |
| 1994-02-01 | 14.0204443304251 |
| 1994-03-01 | 14.1055907742855 |
| 1994-04-01 | 14.1829259379168 |
| 1994-05-01 | 14.1388811295286 |
| 1994-06-01 | 14.2601069745786 |
| 1994-07-01 | 14.2894681781149 |
| 1994-08-01 | 14.0828903925979 |
| 1994-09-01 | 14.1257549049811 |
| 1994-10-01 | 14.2055321336429 |
| 1994-11-01 | 14.1582878437092 |
| 1994-12-01 | 14.4236200869300 |
| 1995-01-01 | 14.3381365929681 |
| 1995-02-01 | 14.2301501988948 |
| 1995-03-01 | 14.4144840029492 |
| 1995-04-01 | 14.0760607642573 |
| 1995-05-01 | 14.0193164363602 |
| 1995-06-01 | 13.9210222253272 |
| 1995-07-01 | 13.9792568293222 |
| 1995-08-01 | 13.8767394321985 |
| 1995-09-01 | 13.9333993441959 |
| 1995-10-01 | 13.7093866270833 |
| 1995-11-01 | 13.8765092019550 |
| 1995-12-01 | 13.7192396576146 |
| 1996-01-01 | 13.8742963560153 |
| 1996-02-01 | 13.9412231336444 |
| 1996-03-01 | 13.9250157247716 |
| 1996-04-01 | 13.8564541483049 |
| 1996-05-01 | 13.8970671956883 |
| 1996-06-01 | 13.8937969476441 |
| 1996-07-01 | 13.8833780368355 |
| 1996-08-01 | 13.8752563008045 |
| 1996-09-01 | 13.8347700714262 |
| 1996-10-01 | 13.6967622047817 |
| 1996-11-01 | 13.6874145862801 |
| 1996-12-01 | 13.6164767546032 |
| 1997-01-01 | 13.5082339248294 |
| 1997-02-01 | 13.4440532805628 |
| 1997-03-01 | 13.4224678122922 |
| 1997-04-01 | 13.5419569221410 |
| 1997-05-01 | 13.4833766104232 |
| 1997-06-01 | 13.5873187582053 |
| 1997-07-01 | 13.3938651292454 |
| 1997-08-01 | 13.6790978191723 |
| 1997-09-01 | 13.5377949550175 |
| 1997-10-01 | 13.5874307213812 |
| 1997-11-01 | 13.4810742785237 |
| 1997-12-01 | 13.5088207887339 |
| 1998-01-01 | 13.3311404315667 |
| 1998-02-01 | 13.2491570109684 |
| 1998-03-01 | 13.4168053475086 |
| 1998-04-01 | 13.7310345826719 |
| 1998-05-01 | 13.6738978001923 |
| 1998-06-01 | 13.6880284589793 |
| 1998-07-01 | 13.1141451799795 |
| 1998-08-01 | 13.1032116778705 |
| 1998-09-01 | 13.0472746745339 |
| 1998-10-01 | 13.0678522040674 |
| 1998-11-01 | 13.0600344792459 |
| 1998-12-01 | 13.0094615410180 |
| 1999-01-01 | 13.3437661403123 |
| 1999-02-01 | 13.3522789583384 |
| 1999-03-01 | 13.4009670871453 |
| 1999-04-01 | 13.4245994409198 |
| 1999-05-01 | 13.3734600716632 |
| 1999-06-01 | 13.2909910061299 |
| 1999-07-01 | 14.0294855690570 |
| 1999-08-01 | 13.9259735518823 |
| 1999-09-01 | 13.7591175685316 |
| 1999-10-01 | 14.1557452161872 |
| 1999-11-01 | 14.1362367249378 |
| 1999-12-01 | 14.0975988357039 |
| 2000-01-01 | 14.0411796282890 |
| 2000-02-01 | 14.0536251403632 |
| 2000-03-01 | 14.1876077495670 |
| 2000-04-01 | 14.0229069919784 |
| 2000-05-01 | 14.0798403550708 |
| 2000-06-01 | 14.0863420490850 |
| 2000-07-01 | 14.1505175772789 |
| 2000-08-01 | 14.2563115013344 |
| 2000-09-01 | 14.2718766419346 |
| 2000-10-01 | 14.1526210984672 |
| 2000-11-01 | 14.2160284975068 |
| 2000-12-01 | 14.2962854929691 |
| 2001-01-01 | 14.0140459420013 |
| 2001-02-01 | 14.0464798770082 |
| 2001-03-01 | 13.8656353962470 |
| 2001-04-01 | 13.9304718560501 |
| 2001-05-01 | 13.8945165419580 |
| 2001-06-01 | 13.8825700137545 |
| 2001-07-01 | 14.4698641624465 |
| 2001-08-01 | 14.3612583163713 |
| 2001-09-01 | 14.4749696097633 |
| 2001-10-01 | 14.5706796928501 |
| 2001-11-01 | 14.6063625481613 |
| 2001-12-01 | 14.4913537235981 |
| 2002-01-01 | 14.6996812429856 |
| 2002-02-01 | 14.6474574798205 |
| 2002-03-01 | 14.7624449752802 |
| 2002-04-01 | 15.4375478043211 |
| 2002-05-01 | 15.4079496720760 |
| 2002-06-01 | 15.4555778585569 |
| 2002-07-01 | 15.2817578750900 |
| 2002-08-01 | 15.1507712185531 |
| 2002-09-01 | 15.1755756857219 |
| 2002-10-01 | 15.4911550134524 |
| 2002-11-01 | 15.7031738693675 |
| 2002-12-01 | 15.5880311208482 |
| 2003-01-01 | 15.5874521461006 |
| 2003-02-01 | 15.6577017794976 |
| 2003-03-01 | 15.6620824607262 |
| 2003-04-01 | 15.6419749067455 |
| 2003-05-01 | 15.7128906539179 |
| 2003-06-01 | 15.7398652018864 |
| 2003-07-01 | 15.6846796906723 |
| 2003-08-01 | 15.7290359757122 |
| 2003-09-01 | 15.6736026923378 |
| 2003-10-01 | 15.7235020731883 |
| 2003-11-01 | 15.7243899909359 |
| 2003-12-01 | 15.8927503676467 |
| 2004-01-01 | 16.5742713843795 |
| 2004-02-01 | 16.5577895611118 |
| 2004-03-01 | 16.5539472585207 |
| 2004-04-01 | 16.6450195258352 |
| 2004-05-01 | 16.6156603530173 |
| 2004-06-01 | 16.7346809544690 |
| 2004-07-01 | 17.1731374360949 |
| 2004-08-01 | 16.9189191157205 |
| 2004-09-01 | 16.8740106474222 |
| 2004-10-01 | 16.6424840429412 |
| 2004-11-01 | 16.7489725905095 |
| 2004-12-01 | 16.6959262639017 |
| 2005-01-01 | 16.5427547587842 |
| 2005-02-01 | 16.5429403645118 |
| 2005-03-01 | 16.7347511266213 |
| 2005-04-01 | 16.7517916801100 |
| 2005-05-01 | 16.8185855118602 |
| 2005-06-01 | 16.8621114982603 |
| 2005-07-01 | 16.7617722157766 |
| 2005-08-01 | 16.9139481507616 |
| 2005-09-01 | 17.1648181217752 |
| 2005-10-01 | 16.9549898099351 |
| 2005-11-01 | 17.0785392884352 |
| 2005-12-01 | 17.0067411099330 |
| 2006-01-01 | 17.0156216221219 |
| 2006-02-01 | 17.0252316453070 |
| 2006-03-01 | 17.0172873538078 |
| 2006-04-01 | 17.0544007476790 |
| 2006-05-01 | 17.1182761551826 |
| 2006-06-01 | 17.0995711973916 |
| 2006-07-01 | 17.1518511257514 |
| 2006-08-01 | 17.1280956668244 |
| 2006-09-01 | 17.1628847707256 |
| 2006-10-01 | 17.1360949053888 |
| 2006-11-01 | 17.1974094732684 |
| 2006-12-01 | 17.2258209230983 |
| 2007-01-01 | 17.2764469959754 |
| 2007-02-01 | 17.4169806040865 |
| 2007-03-01 | 17.3199303945343 |
| 2007-04-01 | 17.2483872054869 |
| 2007-05-01 | 17.1089903555661 |
| 2007-06-01 | 17.1347320192993 |
| 2007-07-01 | 17.1570007210308 |
| 2007-08-01 | 17.0427474860213 |
| 2007-09-01 | 16.9660810741937 |
| 2007-10-01 | 17.1992292679510 |
| 2007-11-01 | 17.1031997929301 |
| 2007-12-01 | 17.2382753688254 |
| 2008-01-01 | 17.2511663408434 |
| 2008-02-01 | 17.3187407869831 |
| 2008-03-01 | 17.3427607949001 |
| 2008-04-01 | 17.2339795229189 |
| 2008-05-01 | 17.4028315667515 |
| 2008-06-01 | 17.3478810226416 |
| 2008-07-01 | 17.4603979515129 |
| 2008-08-01 | 17.5557187181520 |
| 2008-09-01 | 17.5758926308221 |
| 2008-10-01 | 17.4554924089588 |
| 2008-11-01 | 17.5003440383146 |
| 2008-12-01 | 17.5343790021611 |
| 2009-01-01 | 17.7404937989928 |
| 2009-02-01 | 17.7371550717779 |
| 2009-03-01 | 17.7925513272169 |
| 2009-04-01 | 17.7184727446662 |
| 2009-05-01 | 17.6895748499679 |
| 2009-06-01 | 17.6428534745999 |
| 2009-07-01 | 17.6640304693773 |
| 2009-08-01 | 17.6597002792965 |
| 2009-09-01 | 17.6796333588480 |
| 2009-10-01 | 17.8334429879989 |
| 2009-11-01 | 17.7893753275457 |
| 2009-12-01 | 17.5307856400612 |
| 2010-01-01 | 17.9449693318766 |
| 2010-02-01 | 17.7527062369305 |
| 2010-03-01 | 17.7333771879111 |
| 2010-04-01 | 17.8953527428620 |
| 2010-05-01 | 17.8824519455785 |
| 2010-06-01 | 17.8302562714860 |
| 2010-07-01 | 17.7631839750341 |
| 2010-08-01 | 17.8657790124379 |
| 2010-09-01 | 17.7830129996420 |
| 2010-10-01 | 17.9329999144551 |
| 2010-11-01 | 17.8774799102764 |
| 2010-12-01 | 17.9251827638400 |
| 2011-01-01 | 17.6507797167337 |
| 2011-02-01 | 17.6551972273744 |
| 2011-03-01 | 17.7584096352118 |
| 2011-04-01 | 17.9738226642397 |
| 2011-05-01 | 18.0673130868758 |
| 2011-06-01 | 18.4207566618561 |
| 2011-07-01 | 18.4703902513031 |
| 2011-08-01 | 18.4768254196660 |
| 2011-09-01 | 18.4842305048652 |
| 2011-10-01 | 18.4523216968563 |
| 2011-11-01 | 18.4678285915562 |
| 2011-12-01 | 18.5156027629791 |
| 2012-01-01 | 18.0590285913365 |
| 2012-02-01 | 18.2474371132057 |
| 2012-03-01 | 18.1545377135212 |
| 2012-04-01 | 18.1558723752262 |
| 2012-05-01 | 18.1645530973536 |
| 2012-06-01 | 18.1295293129153 |
| 2012-07-01 | 17.7759625708264 |
| 2012-08-01 | 17.8902294891701 |
| 2012-09-01 | 17.9855622741444 |
| 2012-10-01 | 17.9829111230807 |
| 2012-11-01 | 18.0748589562301 |
| 2012-12-01 | 18.1122248933503 |
| 2013-01-01 | 18.2591007980411 |
| 2013-02-01 | 18.3217251175189 |
| 2013-03-01 | 18.3210768237481 |
| 2013-04-01 | 18.3470427257319 |
| 2013-05-01 | 18.2525631993011 |
| 2013-06-01 | 18.2510299011465 |
| 2013-07-01 | 18.3936971142995 |
| 2013-08-01 | 18.4079825661136 |
| 2013-09-01 | 18.3848891084135 |
| 2013-10-01 | 18.2068164968004 |
| 2013-11-01 | 18.2832799973936 |
| 2013-12-01 | 18.3183965956020 |
| 2014-01-01 | 18.3510631257347 |
| 2014-02-01 | 18.3859219536340 |
| 2014-03-01 | 18.3723174613035 |
| 2014-04-01 | 18.2437556823122 |
| 2014-05-01 | 18.2511747080906 |
| 2014-06-01 | 18.1819549832721 |
| 2014-07-01 | 18.1107848284918 |
| 2014-08-01 | 18.1188941321892 |
| 2014-09-01 | 18.1889979042899 |
| 2014-10-01 | 18.2167192803077 |
| 2014-11-01 | 18.2918061981088 |
| 2014-12-01 | 18.3360161075958 |
| 2015-01-01 | 18.1359198103126 |
| 2015-02-01 | 18.2519262264917 |
| 2015-03-01 | 18.3293607413225 |
| 2015-04-01 | 18.5436427776095 |
| 2015-05-01 | 18.4468126780720 |
| 2015-06-01 | 18.4016957568569 |
| 2015-07-01 | 18.5330879244858 |
| 2015-08-01 | 18.6403048631624 |
| 2015-09-01 | 18.6014774166389 |
| 2015-10-01 | 18.6078014559681 |
| 2015-11-01 | 18.5853471627564 |
| 2015-12-01 | 18.6464679585438 |
| 2016-01-01 | 18.6282215183832 |
| 2016-02-01 | 18.6291407245745 |
| 2016-03-01 | 18.7041412022088 |
| 2016-04-01 | 18.7530598186423 |
| 2016-05-01 | 18.7522014675853 |
| 2016-06-01 | 18.7091230799089 |
| 2016-07-01 | 18.7366476180299 |
| 2016-08-01 | 18.7558986616692 |
| 2016-09-01 | 18.8198229333238 |
| 2016-10-01 | 18.8934830651753 |
| 2016-11-01 | 18.8749892185501 |
| 2016-12-01 | 18.8559824726677 |
| 2017-01-01 | 18.9185497330896 |
| 2017-02-01 | 19.1068587793414 |
| 2017-03-01 | 19.0935601541442 |
| 2017-04-01 | 19.1736453851952 |
| 2017-05-01 | 19.2611784638250 |
| 2017-06-01 | 19.4106044572496 |
| 2017-07-01 | 19.4274671622568 |
| 2017-08-01 | 19.5836911001247 |
| 2017-09-01 | 19.6335233343750 |
| 2017-10-01 | 19.5754823268606 |
| 2017-11-01 | 19.7558357627339 |
| 2017-12-01 | 19.7563782191882 |
| 2018-01-01 | 19.9107501232615 |
| 2018-02-01 | 19.8884599513892 |
| 2018-03-01 | 19.8965908131543 |
| 2018-04-01 | 19.9025244787758 |
| 2018-05-01 | 19.8790358698424 |
| 2018-06-01 | 19.9140374680890 |
| 2018-07-01 | 19.7022867183062 |
| 2018-08-01 | 19.7913138658297 |
| 2018-09-01 | 19.8460870910503 |
| 2018-10-01 | 19.8630385113888 |
| 2018-11-01 | 19.9376330950243 |
| 2018-12-01 | 20.0534099356504 |
| 2019-01-01 | 20.1047003571639 |
| 2019-02-01 | 20.1759017154977 |
| 2019-03-01 | 20.3139084543632 |
| 2019-04-01 | 20.3377514179065 |
| 2019-05-01 | 20.3918948230875 |
| 2019-06-01 | 20.4120067800755 |
| 2019-07-01 | 20.4733202914328 |
| 2019-08-01 | 20.4930881185338 |
| 2019-09-01 | 20.5516532314967 |
| 2019-10-01 | 20.7579451733125 |
| 2019-11-01 | 20.8145370813181 |
| 2019-12-01 | 20.8386234541198 |
| 2020-01-01 | 21.2099000459095 |
| 2020-02-01 | 21.2823219695985 |
| 2020-03-01 | 21.3437231019150 |
| 2020-04-01 | 19.0585373565705 |
| 2020-05-01 | 18.4992381970531 |
| 2020-06-01 | 19.4048848274798 |
| 2020-07-01 | 19.7488105972470 |
| 2020-08-01 | 19.8646785882603 |
| 2020-09-01 | 20.1544127028282 |
| 2020-10-01 | 20.4633884485461 |
| 2020-11-01 | 20.1025500238658 |
| 2020-12-01 | 20.4305015177439 |
| 2021-01-01 | 20.4255338989502 |
| 2021-02-01 | 20.3988931898220 |
| 2021-03-01 | 20.4721039998362 |
| 2021-04-01 | 20.4744641176839 |
| 2021-05-01 | 20.4989821859445 |
| 2021-06-01 | 20.4933538316030 |
| 2021-07-01 | 20.5267682411248 |
| 2021-08-01 | 20.5358220807126 |
| 2021-09-01 | 20.4473344493705 |
| 2021-10-01 | 20.5745169231662 |
| 2021-11-01 | 20.5946948052800 |
| 2021-12-01 | 20.6286214654487 |
| 2022-01-01 | 20.6458016476729 |
| 2022-02-01 | 20.7240220894436 |
| 2022-03-01 | 20.6973414939701 |
| 2022-04-01 | 20.7660015604102 |
| 2022-05-01 | 20.8947351307725 |
| 2022-06-01 | 20.9713940755664 |
| 2022-07-01 | 20.8166209000438 |
| 2022-08-01 | 20.8049326102066 |
| 2022-09-01 | 20.9469897943734 |
| 2022-10-01 | 20.6932921607713 |
| 2022-11-01 | 20.6950357395931 |
| 2022-12-01 | 20.6337625373479 |
| 2023-01-01 | 20.6619247174178 |
| 2023-02-01 | 20.6450428659322 |
| 2023-03-01 | 20.6104513526483 |
| 2023-04-01 | 20.6468836678882 |
| 2023-05-01 | 20.5850150711764 |
| 2023-06-01 | 20.6463727788287 |
| 2023-07-01 | 20.8181845603542 |
| 2023-08-01 | 20.7906996234641 |
| 2023-09-01 | 20.7414904640928 |
| 2023-10-01 | 20.7125479756080 |
| 2023-11-01 | 20.8046083266071 |
| 2023-12-01 | 20.8401888633392 |
| 2024-01-01 | 20.7692395118276 |
| 2024-02-01 | 20.7624499458234 |
| 2024-03-01 | 20.9122937642797 |
| 2024-04-01 | 20.9210702734713 |
| 2024-05-01 | 20.9796226384602 |
| 2024-06-01 | 21.1272715029511 |
| 2024-07-01 | 20.9236928080736 |
| 2024-08-01 | 21.0862365978581 |
| 2024-09-01 | 21.1424953160683 |
| 2024-10-01 | 21.2268862240900 |
| 2024-11-01 | 21.2118989138665 |
| 2024-12-01 | 21.2429108402830 |
| 2025-01-01 | 21.3758526687139 |
| 2025-02-01 | 21.3703855962641 |
| 2025-03-01 | 21.4071176317549 |
| 2025-04-01 | 21.5051253651306 |
| 2025-05-01 | 21.4768778655441 |
| 2025-06-01 | 21.5195076138896 |
| 2025-07-01 | 21.5269036215034 |
| 2025-08-01 | 21.4910268069813 |
| 2025-09-01 | 21.5372998673338 |
| 2025-10-01 | 21.5307118412549 |
| 2025-11-01 | 21.6202603997126 |