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 2026-09-01 |
| Last Updated | 2026-10-20 10:23 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 | 11.9565125282 |
| 1990-02-01 | 12.0816991502 |
| 1990-03-01 | 12.0486238423 |
| 1990-04-01 | 12.1513697139 |
| 1990-05-01 | 12.2521211666 |
| 1990-06-01 | 12.3247113980 |
| 1990-07-01 | 12.2795459772 |
| 1990-08-01 | 12.3006076780 |
| 1990-09-01 | 12.4079830503 |
| 1990-10-01 | 12.7609623524 |
| 1990-11-01 | 12.6017636432 |
| 1990-12-01 | 12.6211500165 |
| 1991-01-01 | 12.3628013986 |
| 1991-02-01 | 12.4892355280 |
| 1991-03-01 | 12.4432586916 |
| 1991-04-01 | 12.5569434770 |
| 1991-05-01 | 12.4499063365 |
| 1991-06-01 | 12.4152486931 |
| 1991-07-01 | 12.2710392074 |
| 1991-08-01 | 12.4043353567 |
| 1991-09-01 | 12.4188291901 |
| 1991-10-01 | 12.3660149745 |
| 1991-11-01 | 12.2152143334 |
| 1991-12-01 | 12.2227013870 |
| 1992-01-01 | 12.4625509926 |
| 1992-02-01 | 12.4967918501 |
| 1992-03-01 | 12.5255093311 |
| 1992-04-01 | 12.5623852334 |
| 1992-05-01 | 12.5478021025 |
| 1992-06-01 | 12.6062493210 |
| 1992-07-01 | 12.8487558260 |
| 1992-08-01 | 12.9014556602 |
| 1992-09-01 | 12.9240453284 |
| 1992-10-01 | 12.8766267277 |
| 1992-11-01 | 13.0298561197 |
| 1992-12-01 | 12.9254497056 |
| 1993-01-01 | 13.4718200262 |
| 1993-02-01 | 13.4045501225 |
| 1993-03-01 | 13.5134034692 |
| 1993-04-01 | 13.3742445403 |
| 1993-05-01 | 13.5505900688 |
| 1993-06-01 | 13.4913546258 |
| 1993-07-01 | 13.4139906894 |
| 1993-08-01 | 13.4949420624 |
| 1993-09-01 | 13.5277063745 |
| 1993-10-01 | 13.6958662772 |
| 1993-11-01 | 13.7415819815 |
| 1993-12-01 | 13.8231200043 |
| 1994-01-01 | 13.8929282125 |
| 1994-02-01 | 14.0207287017 |
| 1994-03-01 | 14.1057429440 |
| 1994-04-01 | 14.1831354798 |
| 1994-05-01 | 14.1390405088 |
| 1994-06-01 | 14.2602387906 |
| 1994-07-01 | 14.2903705796 |
| 1994-08-01 | 14.0819878440 |
| 1994-09-01 | 14.1268643148 |
| 1994-10-01 | 14.2049722911 |
| 1994-11-01 | 14.1586885563 |
| 1994-12-01 | 14.4211621074 |
| 1995-01-01 | 14.3385249581 |
| 1995-02-01 | 14.2305084482 |
| 1995-03-01 | 14.4147452917 |
| 1995-04-01 | 14.0764180486 |
| 1995-05-01 | 14.0196952973 |
| 1995-06-01 | 13.9214358814 |
| 1995-07-01 | 13.9794889287 |
| 1995-08-01 | 13.8760984194 |
| 1995-09-01 | 13.9336929577 |
| 1995-10-01 | 13.7092110785 |
| 1995-11-01 | 13.8766994779 |
| 1995-12-01 | 13.7172071293 |
| 1996-01-01 | 13.8747356538 |
| 1996-02-01 | 13.9416317232 |
| 1996-03-01 | 13.9253089691 |
| 1996-04-01 | 13.8568370988 |
| 1996-05-01 | 13.8974781711 |
| 1996-06-01 | 13.8942192023 |
| 1996-07-01 | 13.8834056137 |
| 1996-08-01 | 13.8746668420 |
| 1996-09-01 | 13.8349277697 |
| 1996-10-01 | 13.6964864516 |
| 1996-11-01 | 13.6875982472 |
| 1996-12-01 | 13.6149044147 |
| 1997-01-01 | 13.5085337737 |
| 1997-02-01 | 13.4443794656 |
| 1997-03-01 | 13.4227452915 |
| 1997-04-01 | 13.5423194400 |
| 1997-05-01 | 13.4837751329 |
| 1997-06-01 | 13.5877429779 |
| 1997-07-01 | 13.3937550614 |
| 1997-08-01 | 13.6786619860 |
| 1997-09-01 | 13.5378472791 |
| 1997-10-01 | 13.5872099469 |
| 1997-11-01 | 13.4812210960 |
| 1997-12-01 | 13.5074164736 |
| 1998-01-01 | 13.3314131929 |
| 1998-02-01 | 13.2494466156 |
| 1998-03-01 | 13.4170678311 |
| 1998-04-01 | 13.7313609166 |
| 1998-05-01 | 13.6742685536 |
| 1998-06-01 | 13.6884396358 |
| 1998-07-01 | 13.1139316526 |
| 1998-08-01 | 13.1029738158 |
| 1998-09-01 | 13.0472669092 |
| 1998-10-01 | 13.0677167847 |
| 1998-11-01 | 13.0601474361 |
| 1998-12-01 | 13.0082712733 |
| 1999-01-01 | 13.3439808577 |
| 1999-02-01 | 13.3524972665 |
| 1999-03-01 | 13.4011655390 |
| 1999-04-01 | 13.4249068263 |
| 1999-05-01 | 13.3737935197 |
| 1999-06-01 | 13.2913559090 |
| 1999-07-01 | 14.0291847045 |
| 1999-08-01 | 13.9257337751 |
| 1999-09-01 | 13.7591641012 |
| 1999-10-01 | 14.1556229528 |
| 1999-11-01 | 14.1369168774 |
| 1999-12-01 | 14.0960254922 |
| 2000-01-01 | 14.0413188494 |
| 2000-02-01 | 14.0537759281 |
| 2000-03-01 | 14.1877362405 |
| 2000-04-01 | 14.0232175493 |
| 2000-05-01 | 14.0801528114 |
| 2000-06-01 | 14.0866570027 |
| 2000-07-01 | 14.1501998974 |
| 2000-08-01 | 14.2561255932 |
| 2000-09-01 | 14.2720128350 |
| 2000-10-01 | 14.1523844638 |
| 2000-11-01 | 14.2172402379 |
| 2000-12-01 | 14.2945588005 |
| 2001-01-01 | 14.0141163420 |
| 2001-02-01 | 14.0465458988 |
| 2001-03-01 | 13.8656686624 |
| 2001-04-01 | 13.9307509972 |
| 2001-05-01 | 13.8947543896 |
| 2001-06-01 | 13.8827567417 |
| 2001-07-01 | 14.4695216441 |
| 2001-08-01 | 14.3611507541 |
| 2001-09-01 | 14.4752144614 |
| 2001-10-01 | 14.5703306770 |
| 2001-11-01 | 14.6081824038 |
| 2001-12-01 | 14.4895283295 |
| 2002-01-01 | 14.6996431152 |
| 2002-02-01 | 14.6472692663 |
| 2002-03-01 | 14.7624923964 |
| 2002-04-01 | 15.4378496630 |
| 2002-05-01 | 15.4081999582 |
| 2002-06-01 | 15.4557575257 |
| 2002-07-01 | 15.2812212177 |
| 2002-08-01 | 15.1507570723 |
| 2002-09-01 | 15.1758647486 |
| 2002-10-01 | 15.4908092436 |
| 2002-11-01 | 15.7051017020 |
| 2002-12-01 | 15.5865908833 |
| 2003-01-01 | 15.5873080671 |
| 2003-02-01 | 15.6572134646 |
| 2003-03-01 | 15.6621230478 |
| 2003-04-01 | 15.6422699422 |
| 2003-05-01 | 15.7131376127 |
| 2003-06-01 | 15.7400353176 |
| 2003-07-01 | 15.6839272745 |
| 2003-08-01 | 15.7290970837 |
| 2003-09-01 | 15.6739044058 |
| 2003-10-01 | 15.7231570669 |
| 2003-11-01 | 15.7263134574 |
| 2003-12-01 | 15.8918604705 |
| 2004-01-01 | 16.5740037701 |
| 2004-02-01 | 16.5568156419 |
| 2004-03-01 | 16.5540721254 |
| 2004-04-01 | 16.6453221087 |
| 2004-05-01 | 16.6159390683 |
| 2004-06-01 | 16.7349139445 |
| 2004-07-01 | 17.1721994156 |
| 2004-08-01 | 16.9190749990 |
| 2004-09-01 | 16.8743150242 |
| 2004-10-01 | 16.6422618394 |
| 2004-11-01 | 16.7503505907 |
| 2004-12-01 | 16.6956803728 |
| 2005-01-01 | 16.5425341379 |
| 2005-02-01 | 16.5417887499 |
| 2005-03-01 | 16.7349108607 |
| 2005-04-01 | 16.7520360742 |
| 2005-05-01 | 16.8188195821 |
| 2005-06-01 | 16.8623232270 |
| 2005-07-01 | 16.7609554450 |
| 2005-08-01 | 16.9141433596 |
| 2005-09-01 | 17.1651413876 |
| 2005-10-01 | 16.9549480948 |
| 2005-11-01 | 17.0793674875 |
| 2005-12-01 | 17.0067435637 |
| 2006-01-01 | 17.0154942956 |
| 2006-02-01 | 17.0239308994 |
| 2006-03-01 | 17.0175370913 |
| 2006-04-01 | 17.0546265456 |
| 2006-05-01 | 17.1185039564 |
| 2006-06-01 | 17.0998070017 |
| 2006-07-01 | 17.1511289052 |
| 2006-08-01 | 17.1283046674 |
| 2006-09-01 | 17.1631931136 |
| 2006-10-01 | 17.1362300143 |
| 2006-11-01 | 17.1975892367 |
| 2006-12-01 | 17.2259740483 |
| 2007-01-01 | 17.2764268263 |
| 2007-02-01 | 17.4159130456 |
| 2007-03-01 | 17.3201208870 |
| 2007-04-01 | 17.2485596567 |
| 2007-05-01 | 17.1091555138 |
| 2007-06-01 | 17.1348955980 |
| 2007-07-01 | 17.1565417963 |
| 2007-08-01 | 17.0428791282 |
| 2007-09-01 | 16.9663530936 |
| 2007-10-01 | 17.1993148635 |
| 2007-11-01 | 17.1033198483 |
| 2007-12-01 | 17.2384017697 |
| 2008-01-01 | 17.2511488043 |
| 2008-02-01 | 17.3178959923 |
| 2008-03-01 | 17.3428851520 |
| 2008-04-01 | 17.2340980950 |
| 2008-05-01 | 17.4029440555 |
| 2008-06-01 | 17.3479876185 |
| 2008-07-01 | 17.4602030762 |
| 2008-08-01 | 17.5557770916 |
| 2008-09-01 | 17.5761423120 |
| 2008-10-01 | 17.4555236553 |
| 2008-11-01 | 17.5003725752 |
| 2008-12-01 | 17.5343935677 |
| 2009-01-01 | 17.7405064179 |
| 2009-02-01 | 17.7367188950 |
| 2009-03-01 | 17.7925741957 |
| 2009-04-01 | 17.7185048921 |
| 2009-05-01 | 17.6896102093 |
| 2009-06-01 | 17.6428912160 |
| 2009-07-01 | 17.6640535051 |
| 2009-08-01 | 17.6597081582 |
| 2009-09-01 | 17.6798096954 |
| 2009-10-01 | 17.8334432620 |
| 2009-11-01 | 17.7893777587 |
| 2009-12-01 | 17.5307677021 |
| 2010-01-01 | 17.9449580334 |
| 2010-02-01 | 17.7524721711 |
| 2010-03-01 | 17.7333817022 |
| 2010-04-01 | 17.8953695666 |
| 2010-05-01 | 17.8824778980 |
| 2010-06-01 | 17.8302964313 |
| 2010-07-01 | 17.7632142774 |
| 2010-08-01 | 17.8657992564 |
| 2010-09-01 | 17.7831092331 |
| 2010-10-01 | 17.9329857264 |
| 2010-11-01 | 17.8774675362 |
| 2010-12-01 | 17.9251335659 |
| 2011-01-01 | 17.6507321006 |
| 2011-02-01 | 17.6551507238 |
| 2011-03-01 | 17.7583866983 |
| 2011-04-01 | 17.9738246599 |
| 2011-05-01 | 18.0673377192 |
| 2011-06-01 | 18.4208066739 |
| 2011-07-01 | 18.4704340122 |
| 2011-08-01 | 18.4768653402 |
| 2011-09-01 | 18.4842575669 |
| 2011-10-01 | 18.4523072301 |
| 2011-11-01 | 18.4678253295 |
| 2011-12-01 | 18.5155507836 |
| 2012-01-01 | 18.0589577544 |
| 2012-02-01 | 18.2473750973 |
| 2012-03-01 | 18.1544887624 |
| 2012-04-01 | 18.1558545932 |
| 2012-05-01 | 18.1645279130 |
| 2012-06-01 | 18.1298621232 |
| 2012-07-01 | 17.7759574746 |
| 2012-08-01 | 17.8902348641 |
| 2012-09-01 | 17.9855712674 |
| 2012-10-01 | 17.9828762202 |
| 2012-11-01 | 18.0748471455 |
| 2012-12-01 | 18.1121619749 |
| 2013-01-01 | 18.2589929098 |
| 2013-02-01 | 18.3216298144 |
| 2013-03-01 | 18.3209851056 |
| 2013-04-01 | 18.3470001962 |
| 2013-05-01 | 18.2524944553 |
| 2013-06-01 | 18.2516615442 |
| 2013-07-01 | 18.3936537214 |
| 2013-08-01 | 18.4079651279 |
| 2013-09-01 | 18.3848929075 |
| 2013-10-01 | 18.2067837640 |
| 2013-11-01 | 18.2832811738 |
| 2013-12-01 | 18.3183640915 |
| 2014-01-01 | 18.3509749382 |
| 2014-02-01 | 18.3854721518 |
| 2014-03-01 | 18.3722298495 |
| 2014-04-01 | 18.2437216346 |
| 2014-05-01 | 18.2510874449 |
| 2014-06-01 | 18.1829148080 |
| 2014-07-01 | 18.1107611132 |
| 2014-08-01 | 18.1189129510 |
| 2014-09-01 | 18.1890360254 |
| 2014-10-01 | 18.2166588443 |
| 2014-11-01 | 18.2917780090 |
| 2014-12-01 | 18.3359389432 |
| 2015-01-01 | 18.1357825221 |
| 2015-02-01 | 18.2510709673 |
| 2015-03-01 | 18.3292786234 |
| 2015-04-01 | 18.5436693708 |
| 2015-05-01 | 18.4468382147 |
| 2015-06-01 | 18.4028284078 |
| 2015-07-01 | 18.5332958938 |
| 2015-08-01 | 18.6404922501 |
| 2015-09-01 | 18.6016048699 |
| 2015-10-01 | 18.6076866716 |
| 2015-11-01 | 18.5851713646 |
| 2015-12-01 | 18.6461743712 |
| 2016-01-01 | 18.6278716860 |
| 2016-02-01 | 18.6277613466 |
| 2016-03-01 | 18.7040598185 |
| 2016-04-01 | 18.7532113882 |
| 2016-05-01 | 18.7524249832 |
| 2016-06-01 | 18.7105496471 |
| 2016-07-01 | 18.7372443155 |
| 2016-08-01 | 18.7564120354 |
| 2016-09-01 | 18.8202570155 |
| 2016-10-01 | 18.8936602116 |
| 2016-11-01 | 18.8750801650 |
| 2016-12-01 | 18.8537528670 |
| 2017-01-01 | 18.9172078066 |
| 2017-02-01 | 19.1055201719 |
| 2017-03-01 | 19.0932541008 |
| 2017-04-01 | 19.1741382611 |
| 2017-05-01 | 19.2628901039 |
| 2017-06-01 | 19.4123157990 |
| 2017-07-01 | 19.4284694817 |
| 2017-08-01 | 19.5845753783 |
| 2017-09-01 | 19.6343264391 |
| 2017-10-01 | 19.5755119132 |
| 2017-11-01 | 19.7557693021 |
| 2017-12-01 | 19.7519675460 |
| 2018-01-01 | 19.9082588116 |
| 2018-02-01 | 19.8871858799 |
| 2018-03-01 | 19.8961984128 |
| 2018-04-01 | 19.9036331466 |
| 2018-05-01 | 19.8825885506 |
| 2018-06-01 | 19.9162177668 |
| 2018-07-01 | 19.7037133785 |
| 2018-08-01 | 19.7924679707 |
| 2018-09-01 | 19.8470605556 |
| 2018-10-01 | 19.8626834363 |
| 2018-11-01 | 19.9371629991 |
| 2018-12-01 | 20.0465599032 |
| 2019-01-01 | 20.1009299810 |
| 2019-02-01 | 20.1751175552 |
| 2019-03-01 | 20.3126139441 |
| 2019-04-01 | 20.3392244362 |
| 2019-05-01 | 20.3989855621 |
| 2019-06-01 | 20.4174167628 |
| 2019-07-01 | 20.4742822944 |
| 2019-08-01 | 20.4936224443 |
| 2019-09-01 | 20.5525501394 |
| 2019-10-01 | 20.7559939547 |
| 2019-11-01 | 20.8120721369 |
| 2019-12-01 | 20.8296791855 |
| 2020-01-01 | 21.2044527345 |
| 2020-02-01 | 21.2814782910 |
| 2020-03-01 | 21.3422632961 |
| 2020-04-01 | 19.0615851291 |
| 2020-05-01 | 18.5099069664 |
| 2020-06-01 | 19.4159600121 |
| 2020-07-01 | 19.7442081342 |
| 2020-08-01 | 19.8657204825 |
| 2020-09-01 | 20.1562451483 |
| 2020-10-01 | 20.4602900010 |
| 2020-11-01 | 20.0974408184 |
| 2020-12-01 | 20.4176699103 |
| 2021-01-01 | 20.4158639317 |
| 2021-02-01 | 20.3987384639 |
| 2021-03-01 | 20.4666273104 |
| 2021-04-01 | 20.4825961205 |
| 2021-05-01 | 20.5263607354 |
| 2021-06-01 | 20.5094278201 |
| 2021-07-01 | 20.5140470531 |
| 2021-08-01 | 20.5380493821 |
| 2021-09-01 | 20.4485273458 |
| 2021-10-01 | 20.5700501011 |
| 2021-11-01 | 20.5871667622 |
| 2021-12-01 | 20.6118173485 |
| 2022-01-01 | 20.6276997207 |
| 2022-02-01 | 20.7204924418 |
| 2022-03-01 | 20.6860807477 |
| 2022-04-01 | 20.7830885833 |
| 2022-05-01 | 20.9456681792 |
| 2022-06-01 | 20.9933456895 |
| 2022-07-01 | 20.7953463879 |
| 2022-08-01 | 20.8041739017 |
| 2022-09-01 | 20.9485736095 |
| 2022-10-01 | 20.6842595238 |
| 2022-11-01 | 20.6890634274 |
| 2022-12-01 | 20.6122162449 |
| 2023-01-01 | 20.6330988801 |
| 2023-02-01 | 20.6374601455 |
| 2023-03-01 | 20.5943460129 |
| 2023-04-01 | 20.6736526848 |
| 2023-05-01 | 20.6624009697 |
| 2023-06-01 | 20.6702541539 |
| 2023-07-01 | 20.7863690924 |
| 2023-08-01 | 20.7814165839 |
| 2023-09-01 | 20.7492127033 |
| 2023-10-01 | 20.6997690678 |
| 2023-11-01 | 20.8024086473 |
| 2023-12-01 | 20.8146232317 |
| 2024-01-01 | 20.7308572588 |
| 2024-02-01 | 20.7486439561 |
| 2024-03-01 | 20.8935378874 |
| 2024-04-01 | 20.8566327687 |
| 2024-05-01 | 20.8754775653 |
| 2024-06-01 | 21.0550136170 |
| 2024-07-01 | 21.0836533332 |
| 2024-08-01 | 21.1680418980 |
| 2024-09-01 | 21.3577157699 |
| 2024-10-01 | 21.6106692735 |
| 2024-11-01 | 21.5139479350 |
| 2024-12-01 | 21.6101500799 |
| 2025-01-01 | 21.8295737320 |
| 2025-02-01 | 21.8547012466 |
| 2025-03-01 | 21.8872141071 |
| 2025-04-01 | 21.9489793027 |
| 2025-05-01 | 21.8907845916 |
| 2025-06-01 | 21.9431863797 |
| 2025-07-01 | 21.9811826549 |
| 2025-08-01 | 22.1655500303 |
| 2025-09-01 | 22.0596623562 |
| 2025-10-01 | 22.1144698068 |
| 2025-11-01 | 22.1267798947 |
| 2025-12-01 | 22.2077200866 |
| 2026-01-01 | 22.2234042750 |
| 2026-02-01 | 22.2568676065 |
| 2026-03-01 | 22.2802570536 |
| 2026-04-01 | 22.3409379543 |
| 2026-05-01 | 22.3970312452 |
| 2026-06-01 | 22.4402269371 |
| 2026-07-01 | 22.4848290673 |
| 2026-08-01 | 22.4659433126 |
| 2026-09-01 | 22.3625216716 |