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 2026-07-01 |
| Last Updated | 2026-08-21 7:03 PM 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 | 11.9564401866994 |
| 1990-02-01 | 12.0816848543826 |
| 1990-03-01 | 12.0486141002673 |
| 1990-04-01 | 12.1513637606958 |
| 1990-05-01 | 12.2521182606270 |
| 1990-06-01 | 12.3247108868269 |
| 1990-07-01 | 12.2795486090575 |
| 1990-08-01 | 12.3006123044881 |
| 1990-09-01 | 12.4079884542118 |
| 1990-10-01 | 12.7609755363099 |
| 1990-11-01 | 12.6017897462251 |
| 1990-12-01 | 12.6212040439056 |
| 1991-01-01 | 12.3627322104165 |
| 1991-02-01 | 12.4892202305572 |
| 1991-03-01 | 12.4432482903659 |
| 1991-04-01 | 12.5569370879746 |
| 1991-05-01 | 12.4499034054311 |
| 1991-06-01 | 12.4152485181521 |
| 1991-07-01 | 12.2710419513142 |
| 1991-08-01 | 12.4043381031769 |
| 1991-09-01 | 12.4188345300092 |
| 1991-10-01 | 12.3660265989292 |
| 1991-11-01 | 12.2152366292596 |
| 1991-12-01 | 12.2227529465403 |
| 1992-01-01 | 12.4624889171829 |
| 1992-02-01 | 12.4967772534826 |
| 1992-03-01 | 12.5254994002858 |
| 1992-04-01 | 12.5623788410725 |
| 1992-05-01 | 12.5477990453321 |
| 1992-06-01 | 12.6062491142753 |
| 1992-07-01 | 12.8487582835838 |
| 1992-08-01 | 12.9014553287044 |
| 1992-09-01 | 12.9240492549649 |
| 1992-10-01 | 12.8766359275459 |
| 1992-11-01 | 13.0298736273075 |
| 1992-12-01 | 12.9255033115413 |
| 1993-01-01 | 13.4717715314360 |
| 1993-02-01 | 13.4045346465279 |
| 1993-03-01 | 13.5133929334787 |
| 1993-04-01 | 13.3742375822821 |
| 1993-05-01 | 13.5505864214800 |
| 1993-06-01 | 13.4913537324002 |
| 1993-07-01 | 13.4139918429420 |
| 1993-08-01 | 13.4949376461079 |
| 1993-09-01 | 13.5277086007580 |
| 1993-10-01 | 13.6958731251931 |
| 1993-11-01 | 13.7415940605126 |
| 1993-12-01 | 13.8231737721614 |
| 1994-01-01 | 13.8928943267401 |
| 1994-02-01 | 14.0207147127453 |
| 1994-03-01 | 14.1057348253539 |
| 1994-04-01 | 14.1831308996650 |
| 1994-05-01 | 14.1390392605581 |
| 1994-06-01 | 14.2602399908138 |
| 1994-07-01 | 14.2903639693738 |
| 1994-08-01 | 14.0819769590500 |
| 1994-09-01 | 14.1268653791604 |
| 1994-10-01 | 14.2049763848293 |
| 1994-11-01 | 14.1586938257869 |
| 1994-12-01 | 14.4212070183803 |
| 1995-01-01 | 14.3385091569746 |
| 1995-02-01 | 14.2304985288305 |
| 1995-03-01 | 14.4147419401919 |
| 1995-04-01 | 14.0764184334801 |
| 1995-05-01 | 14.0196998352684 |
| 1995-06-01 | 13.9214429421096 |
| 1995-07-01 | 13.9794709012343 |
| 1995-08-01 | 13.8760792691477 |
| 1995-09-01 | 13.9336915407835 |
| 1995-10-01 | 13.7092116121564 |
| 1995-11-01 | 13.8766990692451 |
| 1995-12-01 | 13.7172387389227 |
| 1996-01-01 | 13.8747272779933 |
| 1996-02-01 | 13.9416292206825 |
| 1996-03-01 | 13.9253135306842 |
| 1996-04-01 | 13.8568459647296 |
| 1996-05-01 | 13.8974937137829 |
| 1996-06-01 | 13.8942401507264 |
| 1996-07-01 | 13.8833685254048 |
| 1996-08-01 | 13.8746362953925 |
| 1996-09-01 | 13.8349219014472 |
| 1996-10-01 | 13.6964822710953 |
| 1996-11-01 | 13.6875931019139 |
| 1996-12-01 | 13.6149250966757 |
| 1997-01-01 | 13.5085320732634 |
| 1997-02-01 | 13.4443836159777 |
| 1997-03-01 | 13.4227568851270 |
| 1997-04-01 | 13.5423362915784 |
| 1997-05-01 | 13.4838002199412 |
| 1997-06-01 | 13.5877752255550 |
| 1997-07-01 | 13.3937063042994 |
| 1997-08-01 | 13.6786234546789 |
| 1997-09-01 | 13.5378351743658 |
| 1997-10-01 | 13.5872002477040 |
| 1997-11-01 | 13.4812133521578 |
| 1997-12-01 | 13.5074287240702 |
| 1998-01-01 | 13.3314132181318 |
| 1998-02-01 | 13.2494542464318 |
| 1998-03-01 | 13.4170846768570 |
| 1998-04-01 | 13.7313859499322 |
| 1998-05-01 | 13.6743048019446 |
| 1998-06-01 | 13.6884863836526 |
| 1998-07-01 | 13.1138709028812 |
| 1998-08-01 | 13.1029295961230 |
| 1998-09-01 | 13.0472505782296 |
| 1998-10-01 | 13.0677038479870 |
| 1998-11-01 | 13.0601389454596 |
| 1998-12-01 | 13.0082759730230 |
| 1999-01-01 | 13.3439828784017 |
| 1999-02-01 | 13.3525067324887 |
| 1999-03-01 | 13.4011836636765 |
| 1999-04-01 | 13.4249365257554 |
| 1999-05-01 | 13.3738339852689 |
| 1999-06-01 | 13.2914062718028 |
| 1999-07-01 | 14.0291208504149 |
| 1999-08-01 | 13.9256851771936 |
| 1999-09-01 | 13.7591420216450 |
| 1999-10-01 | 14.1556053065771 |
| 1999-11-01 | 14.1369061555875 |
| 1999-12-01 | 14.0960281316004 |
| 2000-01-01 | 14.0413212095618 |
| 2000-02-01 | 14.0537852311109 |
| 2000-03-01 | 14.1877535149617 |
| 2000-04-01 | 14.0232504147441 |
| 2000-05-01 | 14.0801963474149 |
| 2000-06-01 | 14.0867113695477 |
| 2000-07-01 | 14.1501413021130 |
| 2000-08-01 | 14.2560784086001 |
| 2000-09-01 | 14.2719882544931 |
| 2000-10-01 | 14.1523659743946 |
| 2000-11-01 | 14.2172288646688 |
| 2000-12-01 | 14.2945602628874 |
| 2001-01-01 | 14.0141206781302 |
| 2001-02-01 | 14.0465545584337 |
| 2001-03-01 | 13.8656818340576 |
| 2001-04-01 | 13.9307808917596 |
| 2001-05-01 | 13.8947897030946 |
| 2001-06-01 | 13.8827976987819 |
| 2001-07-01 | 14.4694809852380 |
| 2001-08-01 | 14.3611143379990 |
| 2001-09-01 | 14.4751909154666 |
| 2001-10-01 | 14.5703125362993 |
| 2001-11-01 | 14.6081705813787 |
| 2001-12-01 | 14.4895275967178 |
| 2002-01-01 | 14.6996489876270 |
| 2002-02-01 | 14.6472774165756 |
| 2002-03-01 | 14.7625025540859 |
| 2002-04-01 | 15.4378765501789 |
| 2002-05-01 | 15.4082295005222 |
| 2002-06-01 | 15.4557903108327 |
| 2002-07-01 | 15.2811916930949 |
| 2002-08-01 | 15.1507296211866 |
| 2002-09-01 | 15.1758458739720 |
| 2002-10-01 | 15.4907943455008 |
| 2002-11-01 | 15.7050911144615 |
| 2002-12-01 | 15.5865875960920 |
| 2003-01-01 | 15.5873159763440 |
| 2003-02-01 | 15.6572211722835 |
| 2003-03-01 | 15.6621296317657 |
| 2003-04-01 | 15.6422897530214 |
| 2003-05-01 | 15.7131564139405 |
| 2003-06-01 | 15.7400530282316 |
| 2003-07-01 | 15.6839118366591 |
| 2003-08-01 | 15.7290803290521 |
| 2003-09-01 | 15.6738909473694 |
| 2003-10-01 | 15.7231464387271 |
| 2003-11-01 | 15.7263052375085 |
| 2003-12-01 | 15.8918557338143 |
| 2004-01-01 | 16.5740116487592 |
| 2004-02-01 | 16.5568231505072 |
| 2004-03-01 | 16.5540765193278 |
| 2004-04-01 | 16.6453351810893 |
| 2004-05-01 | 16.6159506918993 |
| 2004-06-01 | 16.7349243162714 |
| 2004-07-01 | 17.1721888579497 |
| 2004-08-01 | 16.9190650165715 |
| 2004-09-01 | 16.8743058836856 |
| 2004-10-01 | 16.6422549129394 |
| 2004-11-01 | 16.7503445799745 |
| 2004-12-01 | 16.6956749238680 |
| 2005-01-01 | 16.5425420240171 |
| 2005-02-01 | 16.5417963753796 |
| 2005-03-01 | 16.7349141755505 |
| 2005-04-01 | 16.7520426403388 |
| 2005-05-01 | 16.8188240432677 |
| 2005-06-01 | 16.8623252985698 |
| 2005-07-01 | 16.7609513106052 |
| 2005-08-01 | 16.9141398147569 |
| 2005-09-01 | 17.1651358777729 |
| 2005-10-01 | 16.9549439731505 |
| 2005-11-01 | 17.0793634797217 |
| 2005-12-01 | 17.0067395334221 |
| 2006-01-01 | 17.0155000164141 |
| 2006-02-01 | 17.0239379414507 |
| 2006-03-01 | 17.0175398146515 |
| 2006-04-01 | 17.0546287155063 |
| 2006-05-01 | 17.1185053980482 |
| 2006-06-01 | 17.0998075372898 |
| 2006-07-01 | 17.1511250528976 |
| 2006-08-01 | 17.1283037048071 |
| 2006-09-01 | 17.1631894539152 |
| 2006-10-01 | 17.1362282273688 |
| 2006-11-01 | 17.1975874693075 |
| 2006-12-01 | 17.2259722481572 |
| 2007-01-01 | 17.2764301967708 |
| 2007-02-01 | 17.4159181343992 |
| 2007-03-01 | 17.3201221374590 |
| 2007-04-01 | 17.2485604511223 |
| 2007-05-01 | 17.1091558329598 |
| 2007-06-01 | 17.1348954619492 |
| 2007-07-01 | 17.1565391799508 |
| 2007-08-01 | 17.0428786561962 |
| 2007-09-01 | 16.9663506226475 |
| 2007-10-01 | 17.1993143962064 |
| 2007-11-01 | 17.1033196137804 |
| 2007-12-01 | 17.2384018332024 |
| 2008-01-01 | 17.2511497169982 |
| 2008-02-01 | 17.3178992456790 |
| 2008-03-01 | 17.3428854509531 |
| 2008-04-01 | 17.2340982548169 |
| 2008-05-01 | 17.4029440174238 |
| 2008-06-01 | 17.3479874217998 |
| 2008-07-01 | 17.4602019095005 |
| 2008-08-01 | 17.5557768933284 |
| 2008-09-01 | 17.5761403907469 |
| 2008-10-01 | 17.4555236788785 |
| 2008-11-01 | 17.5003727080671 |
| 2008-12-01 | 17.5343938167540 |
| 2009-01-01 | 17.7405066682135 |
| 2009-02-01 | 17.7367207947309 |
| 2009-03-01 | 17.7925742982647 |
| 2009-04-01 | 17.7185048613522 |
| 2009-05-01 | 17.6896100681843 |
| 2009-06-01 | 17.6428910354877 |
| 2009-07-01 | 17.6640532962648 |
| 2009-08-01 | 17.6597080350143 |
| 2009-09-01 | 17.6798085916995 |
| 2009-10-01 | 17.8334433135864 |
| 2009-11-01 | 17.7893778456927 |
| 2009-12-01 | 17.5307677443388 |
| 2010-01-01 | 17.9449580387089 |
| 2010-02-01 | 17.7524730057883 |
| 2010-03-01 | 17.7333816579461 |
| 2010-04-01 | 17.8953695580384 |
| 2010-05-01 | 17.8824779596808 |
| 2010-06-01 | 17.8302965843780 |
| 2010-07-01 | 17.7632144284475 |
| 2010-08-01 | 17.8657994400183 |
| 2010-09-01 | 17.7831088668506 |
| 2010-10-01 | 17.9329852148137 |
| 2010-11-01 | 17.8774675627897 |
| 2010-12-01 | 17.9251333657142 |
| 2011-01-01 | 17.6507318200693 |
| 2011-02-01 | 17.6551504853774 |
| 2011-03-01 | 17.7583866011791 |
| 2011-04-01 | 17.9738248397192 |
| 2011-05-01 | 18.0673381929162 |
| 2011-06-01 | 18.4208073687746 |
| 2011-07-01 | 18.4704347077093 |
| 2011-08-01 | 18.4768659441279 |
| 2011-09-01 | 18.4842579798564 |
| 2011-10-01 | 18.4523060937234 |
| 2011-11-01 | 18.4678252053023 |
| 2011-12-01 | 18.5155499830457 |
| 2012-01-01 | 18.0589562167393 |
| 2012-02-01 | 18.2473739190408 |
| 2012-03-01 | 18.1544877869493 |
| 2012-04-01 | 18.1558542511803 |
| 2012-05-01 | 18.1645280271658 |
| 2012-06-01 | 18.1298706740996 |
| 2012-07-01 | 17.7759577695880 |
| 2012-08-01 | 17.8902348659844 |
| 2012-09-01 | 17.9855708649816 |
| 2012-10-01 | 17.9828734824601 |
| 2012-11-01 | 18.0748458304868 |
| 2012-12-01 | 18.1121599068853 |
| 2013-01-01 | 18.2589898486505 |
| 2013-02-01 | 18.3216278327845 |
| 2013-03-01 | 18.3209837867677 |
| 2013-04-01 | 18.3470004579576 |
| 2013-05-01 | 18.2524957385874 |
| 2013-06-01 | 18.2516795027961 |
| 2013-07-01 | 18.3936542281420 |
| 2013-08-01 | 18.4079640642234 |
| 2013-09-01 | 18.3848903547732 |
| 2013-10-01 | 18.2067783404708 |
| 2013-11-01 | 18.2832776425172 |
| 2013-12-01 | 18.3183609120934 |
| 2014-01-01 | 18.3509713178319 |
| 2014-02-01 | 18.3854627079372 |
| 2014-03-01 | 18.3722275856373 |
| 2014-04-01 | 18.2437220011945 |
| 2014-05-01 | 18.2510907587670 |
| 2014-06-01 | 18.1829451552141 |
| 2014-07-01 | 18.1107700597445 |
| 2014-08-01 | 18.1189242626581 |
| 2014-09-01 | 18.1890469950823 |
| 2014-10-01 | 18.2166077567059 |
| 2014-11-01 | 18.2917796317226 |
| 2014-12-01 | 18.3359349160372 |
| 2015-01-01 | 18.1357736602181 |
| 2015-02-01 | 18.2510475538737 |
| 2015-03-01 | 18.3292719439084 |
| 2015-04-01 | 18.5436706671148 |
| 2015-05-01 | 18.4468490965220 |
| 2015-06-01 | 18.4028735267429 |
| 2015-07-01 | 18.5333293702028 |
| 2015-08-01 | 18.6405291521820 |
| 2015-09-01 | 18.6016380097432 |
| 2015-10-01 | 18.6075884970791 |
| 2015-11-01 | 18.5851690048556 |
| 2015-12-01 | 18.6461533029923 |
| 2016-01-01 | 18.6278397133499 |
| 2016-02-01 | 18.6277103235697 |
| 2016-03-01 | 18.7040435321924 |
| 2016-04-01 | 18.7532163392591 |
| 2016-05-01 | 18.7524496278971 |
| 2016-06-01 | 18.7106169245782 |
| 2016-07-01 | 18.7373139908749 |
| 2016-08-01 | 18.7564909344238 |
| 2016-09-01 | 18.8203353433154 |
| 2016-10-01 | 18.8935537333582 |
| 2016-11-01 | 18.8751382775630 |
| 2016-12-01 | 18.8536508991924 |
| 2017-01-01 | 18.9169472831433 |
| 2017-02-01 | 19.1054275732513 |
| 2017-03-01 | 19.0932941428885 |
| 2017-04-01 | 19.1742006578451 |
| 2017-05-01 | 19.2629638669299 |
| 2017-06-01 | 19.4124259372299 |
| 2017-07-01 | 19.4285972477019 |
| 2017-08-01 | 19.5847176896123 |
| 2017-09-01 | 19.6344663960982 |
| 2017-10-01 | 19.5753344399605 |
| 2017-11-01 | 19.7558822208821 |
| 2017-12-01 | 19.7517651682231 |
| 2018-01-01 | 19.9077144449589 |
| 2018-02-01 | 19.8870114929062 |
| 2018-03-01 | 19.8962791971512 |
| 2018-04-01 | 19.9037728918914 |
| 2018-05-01 | 19.8827666040221 |
| 2018-06-01 | 19.9164430392321 |
| 2018-07-01 | 19.7039573921247 |
| 2018-08-01 | 19.7927031257495 |
| 2018-09-01 | 19.8472492953273 |
| 2018-10-01 | 19.8623877491579 |
| 2018-11-01 | 19.9372654278874 |
| 2018-12-01 | 20.0461836515206 |
| 2019-01-01 | 20.1000232404255 |
| 2019-02-01 | 20.1747838037210 |
| 2019-03-01 | 20.3128645820776 |
| 2019-04-01 | 20.3394072874525 |
| 2019-05-01 | 20.3993657811314 |
| 2019-06-01 | 20.4180461595151 |
| 2019-07-01 | 20.4746852518262 |
| 2019-08-01 | 20.4939255992042 |
| 2019-09-01 | 20.5526645374459 |
| 2019-10-01 | 20.7554598621258 |
| 2019-11-01 | 20.8119798102663 |
| 2019-12-01 | 20.8291367778410 |
| 2020-01-01 | 21.2033288135099 |
| 2020-02-01 | 21.2809422321887 |
| 2020-03-01 | 21.3425582111930 |
| 2020-04-01 | 19.0616228884480 |
| 2020-05-01 | 18.5102117444831 |
| 2020-06-01 | 19.4166392766446 |
| 2020-07-01 | 19.7468194856478 |
| 2020-08-01 | 19.8659276418919 |
| 2020-09-01 | 20.1563019167908 |
| 2020-10-01 | 20.4576363279730 |
| 2020-11-01 | 20.0973157147919 |
| 2020-12-01 | 20.4170180299278 |
| 2021-01-01 | 20.4145712038934 |
| 2021-02-01 | 20.3979794926813 |
| 2021-03-01 | 20.4672133799644 |
| 2021-04-01 | 20.4826602502308 |
| 2021-05-01 | 20.5270085562996 |
| 2021-06-01 | 20.5107155084857 |
| 2021-07-01 | 20.5195040207446 |
| 2021-08-01 | 20.5384118732794 |
| 2021-09-01 | 20.4484879509592 |
| 2021-10-01 | 20.5638397006605 |
| 2021-11-01 | 20.5864189744960 |
| 2021-12-01 | 20.6105449594898 |
| 2022-01-01 | 20.6264731006287 |
| 2022-02-01 | 20.7193044283111 |
| 2022-03-01 | 20.6869188969951 |
| 2022-04-01 | 20.7837667989213 |
| 2022-05-01 | 20.9474111664994 |
| 2022-06-01 | 20.9957974383785 |
| 2022-07-01 | 20.8040611926237 |
| 2022-08-01 | 20.8063147979974 |
| 2022-09-01 | 20.9477597027899 |
| 2022-10-01 | 20.6734864761072 |
| 2022-11-01 | 20.6865595601427 |
| 2022-12-01 | 20.6092255573307 |
| 2023-01-01 | 20.6309629839319 |
| 2023-02-01 | 20.6350606761752 |
| 2023-03-01 | 20.5951200449732 |
| 2023-04-01 | 20.6753952083374 |
| 2023-05-01 | 20.6666976173628 |
| 2023-06-01 | 20.6770379094443 |
| 2023-07-01 | 20.8014066573503 |
| 2023-08-01 | 20.7883366415893 |
| 2023-09-01 | 20.7401879438349 |
| 2023-10-01 | 20.6835883964620 |
| 2023-11-01 | 20.7965416344261 |
| 2023-12-01 | 20.8092150924371 |
| 2024-01-01 | 20.7277689233313 |
| 2024-02-01 | 20.7455498782615 |
| 2024-03-01 | 20.8945674701193 |
| 2024-04-01 | 20.8602763433148 |
| 2024-05-01 | 20.8832186322753 |
| 2024-06-01 | 21.0668209773207 |
| 2024-07-01 | 21.1055777702431 |
| 2024-08-01 | 21.1792597900839 |
| 2024-09-01 | 21.3413293530544 |
| 2024-10-01 | 21.5875347377537 |
| 2024-11-01 | 21.5041878068902 |
| 2024-12-01 | 21.6019210516234 |
| 2025-01-01 | 21.8246329120732 |
| 2025-02-01 | 21.8505693398708 |
| 2025-03-01 | 21.8886236166342 |
| 2025-04-01 | 21.9549367183001 |
| 2025-05-01 | 21.9028572614696 |
| 2025-06-01 | 21.9615527957038 |
| 2025-07-01 | 22.0100855426708 |
| 2025-08-01 | 22.1805069010965 |
| 2025-09-01 | 22.0346678523362 |
| 2025-10-01 | 22.0856023472348 |
| 2025-11-01 | 22.1132253321547 |
| 2025-12-01 | 22.1971340939201 |
| 2026-01-01 | 22.2174883194318 |
| 2026-02-01 | 22.2524692579556 |
| 2026-03-01 | 22.2822579651515 |
| 2026-04-01 | 22.3491375882027 |
| 2026-05-01 | 22.4125676951360 |
| 2026-06-01 | 22.4628453012264 |
| 2026-07-01 | 22.5160460734942 |