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 2025-12-01 |
| Last Updated | 2026-01-28 2:48 AM 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 | 11.9577356090684 |
| 1990-02-01 | 12.0820119885364 |
| 1990-03-01 | 12.0489160685164 |
| 1990-04-01 | 12.1516918148475 |
| 1990-05-01 | 12.2524614622004 |
| 1990-06-01 | 12.3250339852494 |
| 1990-07-01 | 12.2766340793981 |
| 1990-08-01 | 12.3033523178589 |
| 1990-09-01 | 12.4039807316810 |
| 1990-10-01 | 12.7630870220395 |
| 1990-11-01 | 12.6003256591929 |
| 1990-12-01 | 12.6220452718106 |
| 1991-01-01 | 12.3638906473296 |
| 1991-02-01 | 12.4895179379868 |
| 1991-03-01 | 12.4435214194176 |
| 1991-04-01 | 12.5572162464656 |
| 1991-05-01 | 12.4501791905779 |
| 1991-06-01 | 12.4154703000486 |
| 1991-07-01 | 12.2684073708422 |
| 1991-08-01 | 12.4069667473932 |
| 1991-09-01 | 12.4152544140050 |
| 1991-10-01 | 12.3678106250368 |
| 1991-11-01 | 12.2139723876235 |
| 1991-12-01 | 12.2238209537598 |
| 1992-01-01 | 12.4633188006517 |
| 1992-02-01 | 12.4969024737843 |
| 1992-03-01 | 12.5256697415787 |
| 1992-04-01 | 12.5625533192223 |
| 1992-05-01 | 12.5480171261563 |
| 1992-06-01 | 12.6064674662456 |
| 1992-07-01 | 12.8464598669809 |
| 1992-08-01 | 12.9036569001564 |
| 1992-09-01 | 12.9209801005833 |
| 1992-10-01 | 12.8781350019405 |
| 1992-11-01 | 13.0287777527577 |
| 1992-12-01 | 12.9272178071104 |
| 1993-01-01 | 13.4722042642662 |
| 1993-02-01 | 13.4044905597761 |
| 1993-03-01 | 13.5134101641872 |
| 1993-04-01 | 13.3742152805663 |
| 1993-05-01 | 13.5506036239326 |
| 1993-06-01 | 13.4913654570233 |
| 1993-07-01 | 13.4124020696221 |
| 1993-08-01 | 13.4964884346094 |
| 1993-09-01 | 13.5256572197282 |
| 1993-10-01 | 13.6968469487785 |
| 1993-11-01 | 13.7408649316515 |
| 1993-12-01 | 13.8254777970493 |
| 1994-01-01 | 13.8928001988929 |
| 1994-02-01 | 14.0204257913011 |
| 1994-03-01 | 14.1055759531295 |
| 1994-04-01 | 14.1829157423260 |
| 1994-05-01 | 14.1388748412243 |
| 1994-06-01 | 14.2601042998349 |
| 1994-07-01 | 14.2894702447216 |
| 1994-08-01 | 14.0828900373209 |
| 1994-09-01 | 14.1257569097330 |
| 1994-10-01 | 14.2055403307442 |
| 1994-11-01 | 14.1582941702889 |
| 1994-12-01 | 14.4236749567941 |
| 1995-01-01 | 14.3381176273275 |
| 1995-02-01 | 14.2301336084051 |
| 1995-03-01 | 14.4144693233622 |
| 1995-04-01 | 14.0760501124735 |
| 1995-05-01 | 14.0193089241120 |
| 1995-06-01 | 13.9210180333662 |
| 1995-07-01 | 13.9792602344790 |
| 1995-08-01 | 13.8767409521367 |
| 1995-09-01 | 13.9334007024474 |
| 1995-10-01 | 13.7093934530631 |
| 1995-11-01 | 13.8765113993643 |
| 1995-12-01 | 13.7192811185705 |
| 1996-01-01 | 13.8742859440997 |
| 1996-02-01 | 13.9412122207528 |
| 1996-03-01 | 13.9250040722216 |
| 1996-04-01 | 13.8564436656537 |
| 1996-05-01 | 13.8970571159817 |
| 1996-06-01 | 13.8937879092923 |
| 1996-07-01 | 13.8833867622311 |
| 1996-08-01 | 13.8752624912544 |
| 1996-09-01 | 13.8347710829833 |
| 1996-10-01 | 13.6967684711060 |
| 1996-11-01 | 13.6874139456437 |
| 1996-12-01 | 13.6165054409941 |
| 1997-01-01 | 13.5082301212405 |
| 1997-02-01 | 13.4440469638223 |
| 1997-03-01 | 13.4224587314286 |
| 1997-04-01 | 13.5419467006702 |
| 1997-05-01 | 13.4833646943568 |
| 1997-06-01 | 13.5873056342450 |
| 1997-07-01 | 13.3938771360121 |
| 1997-08-01 | 13.6791072520070 |
| 1997-09-01 | 13.5377968349864 |
| 1997-10-01 | 13.5874367861855 |
| 1997-11-01 | 13.4810743540074 |
| 1997-12-01 | 13.5088416736628 |
| 1998-01-01 | 13.3311381284427 |
| 1998-02-01 | 13.2491523963126 |
| 1998-03-01 | 13.4167976158662 |
| 1998-04-01 | 13.7310243079215 |
| 1998-05-01 | 13.6738842539500 |
| 1998-06-01 | 13.6880121580761 |
| 1998-07-01 | 13.1141589197621 |
| 1998-08-01 | 13.1032230176083 |
| 1998-09-01 | 13.0472772612801 |
| 1998-10-01 | 13.0678584940901 |
| 1998-11-01 | 13.0600361232273 |
| 1998-12-01 | 13.0094746611589 |
| 1999-01-01 | 13.3437657167910 |
| 1999-02-01 | 13.3522767011582 |
| 1999-03-01 | 13.4009625340068 |
| 1999-04-01 | 13.4245870724467 |
| 1999-05-01 | 13.3734457705713 |
| 1999-06-01 | 13.2909753976259 |
| 1999-07-01 | 14.0294972798274 |
| 1999-08-01 | 13.9259841288481 |
| 1999-09-01 | 13.7591218653093 |
| 1999-10-01 | 14.1557532091554 |
| 1999-11-01 | 14.1362402504411 |
| 1999-12-01 | 14.0976140064271 |
| 2000-01-01 | 14.0411800158711 |
| 2000-02-01 | 14.0536236367671 |
| 2000-03-01 | 14.1876046911097 |
| 2000-04-01 | 14.0228905244121 |
| 2000-05-01 | 14.0798233109159 |
| 2000-06-01 | 14.0863248280089 |
| 2000-07-01 | 14.1505247525217 |
| 2000-08-01 | 14.2563196702411 |
| 2000-09-01 | 14.2718825365875 |
| 2000-10-01 | 14.1526339020148 |
| 2000-11-01 | 14.2160393444003 |
| 2000-12-01 | 14.2963125680318 |
| 2001-01-01 | 14.0140361654437 |
| 2001-02-01 | 14.0464729698632 |
| 2001-03-01 | 13.8656314670794 |
| 2001-04-01 | 13.9304518839808 |
| 2001-05-01 | 13.8944996696287 |
| 2001-06-01 | 13.8825562697020 |
| 2001-07-01 | 14.4698650283996 |
| 2001-08-01 | 14.3612638480967 |
| 2001-09-01 | 14.4749783282786 |
| 2001-10-01 | 14.5706990063040 |
| 2001-11-01 | 14.6063825595002 |
| 2001-12-01 | 14.4913940465251 |
| 2002-01-01 | 14.6996567227944 |
| 2002-02-01 | 14.6474416832066 |
| 2002-03-01 | 14.7624367013182 |
| 2002-04-01 | 15.4375241043138 |
| 2002-05-01 | 15.4079321840475 |
| 2002-06-01 | 15.4555667683120 |
| 2002-07-01 | 15.2817545409358 |
| 2002-08-01 | 15.1507764303285 |
| 2002-09-01 | 15.1755875578776 |
| 2002-10-01 | 15.4911811382056 |
| 2002-11-01 | 15.7032049754213 |
| 2002-12-01 | 15.5880833593244 |
| 2003-01-01 | 15.5874108268372 |
| 2003-02-01 | 15.6576757116228 |
| 2003-03-01 | 15.6620696000780 |
| 2003-04-01 | 15.6419500682267 |
| 2003-05-01 | 15.7128750936817 |
| 2003-06-01 | 15.7398592790367 |
| 2003-07-01 | 15.6846759097298 |
| 2003-08-01 | 15.7290428876110 |
| 2003-09-01 | 15.6736177899843 |
| 2003-10-01 | 15.7235311864061 |
| 2003-11-01 | 15.7244235713669 |
| 2003-12-01 | 15.8928008202967 |
| 2004-01-01 | 16.5742237142883 |
| 2004-02-01 | 16.5577538142824 |
| 2004-03-01 | 16.5539310329393 |
| 2004-04-01 | 16.6449970222932 |
| 2004-05-01 | 16.6156468647692 |
| 2004-06-01 | 16.7346764680673 |
| 2004-07-01 | 17.1731367400635 |
| 2004-08-01 | 16.9189280223538 |
| 2004-09-01 | 16.8740293170762 |
| 2004-10-01 | 16.6425130748146 |
| 2004-11-01 | 16.7490073709300 |
| 2004-12-01 | 16.6959731574035 |
| 2005-01-01 | 16.5427065131848 |
| 2005-02-01 | 16.5428990367287 |
| 2005-03-01 | 16.7347341901395 |
| 2005-04-01 | 16.7517753809840 |
| 2005-05-01 | 16.8185769325092 |
| 2005-06-01 | 16.8621103735548 |
| 2005-07-01 | 16.7617753978774 |
| 2005-08-01 | 16.9139578570466 |
| 2005-09-01 | 17.1648372866177 |
| 2005-10-01 | 16.9550125780209 |
| 2005-11-01 | 17.0785648582671 |
| 2005-12-01 | 17.0067736505312 |
| 2006-01-01 | 17.0155840141590 |
| 2006-02-01 | 17.0251912325038 |
| 2006-03-01 | 17.0172736216720 |
| 2006-04-01 | 17.0543921272455 |
| 2006-05-01 | 17.1182726437436 |
| 2006-06-01 | 17.0995728165001 |
| 2006-07-01 | 17.1518554542342 |
| 2006-08-01 | 17.1281034577912 |
| 2006-09-01 | 17.1629017679605 |
| 2006-10-01 | 17.1361084800013 |
| 2006-11-01 | 17.1974238079934 |
| 2006-12-01 | 17.2258373144627 |
| 2007-01-01 | 17.2764248903512 |
| 2007-02-01 | 17.4169496676507 |
| 2007-03-01 | 17.3199225549163 |
| 2007-04-01 | 17.2483827978452 |
| 2007-05-01 | 17.1089896064699 |
| 2007-06-01 | 17.1347348662874 |
| 2007-07-01 | 17.1570052557166 |
| 2007-08-01 | 17.0427530183034 |
| 2007-09-01 | 16.9660937176492 |
| 2007-10-01 | 17.1992351505812 |
| 2007-11-01 | 17.1032035940340 |
| 2007-12-01 | 17.2382766899746 |
| 2008-01-01 | 17.2511614851981 |
| 2008-02-01 | 17.3187209376254 |
| 2008-03-01 | 17.3427588597282 |
| 2008-04-01 | 17.2339783896677 |
| 2008-05-01 | 17.4028318770537 |
| 2008-06-01 | 17.3478827482365 |
| 2008-07-01 | 17.4604006148392 |
| 2008-08-01 | 17.5557210620646 |
| 2008-09-01 | 17.5759018719292 |
| 2008-10-01 | 17.4554937857592 |
| 2008-11-01 | 17.5003447534244 |
| 2008-12-01 | 17.5343779883858 |
| 2009-01-01 | 17.7404926977273 |
| 2009-02-01 | 17.7371430788655 |
| 2009-03-01 | 17.7925509748708 |
| 2009-04-01 | 17.7184730199787 |
| 2009-05-01 | 17.6895757418929 |
| 2009-06-01 | 17.6428547876654 |
| 2009-07-01 | 17.6640318661312 |
| 2009-08-01 | 17.6597012322860 |
| 2009-09-01 | 17.6796387757680 |
| 2009-10-01 | 17.8334431010365 |
| 2009-11-01 | 17.7893752127711 |
| 2009-12-01 | 17.5307840466405 |
| 2010-01-01 | 17.9449684806937 |
| 2010-02-01 | 17.7527004380364 |
| 2010-03-01 | 17.7333774162049 |
| 2010-04-01 | 17.8953533168796 |
| 2010-05-01 | 17.8824527263661 |
| 2010-06-01 | 17.8302571442869 |
| 2010-07-01 | 17.7631848328782 |
| 2010-08-01 | 17.8657795795915 |
| 2010-09-01 | 17.7830157269588 |
| 2010-10-01 | 17.9329996899436 |
| 2010-11-01 | 17.8774797028547 |
| 2010-12-01 | 17.9251807565911 |
| 2011-01-01 | 17.6507784731789 |
| 2011-02-01 | 17.6551965375284 |
| 2011-03-01 | 17.7584093357845 |
| 2011-04-01 | 17.9738228560216 |
| 2011-05-01 | 18.0673136795512 |
| 2011-06-01 | 18.4207575084507 |
| 2011-07-01 | 18.4703911287672 |
| 2011-08-01 | 18.4768260520205 |
| 2011-09-01 | 18.4842307802768 |
| 2011-10-01 | 18.4523211641639 |
| 2011-11-01 | 18.4678284126931 |
| 2011-12-01 | 18.5156010092853 |
| 2012-01-01 | 18.0590274219400 |
| 2012-02-01 | 18.2474369175900 |
| 2012-03-01 | 18.1545379789386 |
| 2012-04-01 | 18.1558731330215 |
| 2012-05-01 | 18.1645543134512 |
| 2012-06-01 | 18.1295332144517 |
| 2012-07-01 | 17.7759629982217 |
| 2012-08-01 | 17.8902287552665 |
| 2012-09-01 | 17.9855604501491 |
| 2012-10-01 | 17.9829080361339 |
| 2012-11-01 | 18.0748569784700 |
| 2012-12-01 | 18.1122228186751 |
| 2013-01-01 | 18.2590999817991 |
| 2013-02-01 | 18.3217264917670 |
| 2013-03-01 | 18.3210791247953 |
| 2013-04-01 | 18.3470458200868 |
| 2013-05-01 | 18.2525667583826 |
| 2013-06-01 | 18.2510382905252 |
| 2013-07-01 | 18.3936977108010 |
| 2013-08-01 | 18.4079793701601 |
| 2013-09-01 | 18.3848824202358 |
| 2013-10-01 | 18.2068076588357 |
| 2013-11-01 | 18.2832722554908 |
| 2013-12-01 | 18.3183901363907 |
| 2014-01-01 | 18.3510586568646 |
| 2014-02-01 | 18.3859459993981 |
| 2014-03-01 | 18.3723185811755 |
| 2014-04-01 | 18.2437597718482 |
| 2014-05-01 | 18.2511812487121 |
| 2014-06-01 | 18.1819689305904 |
| 2014-07-01 | 18.1107881479163 |
| 2014-08-01 | 18.1188943627641 |
| 2014-09-01 | 18.1889959041954 |
| 2014-10-01 | 18.2166496096706 |
| 2014-11-01 | 18.2918048103455 |
| 2014-12-01 | 18.3360153364185 |
| 2015-01-01 | 18.1359195105492 |
| 2015-02-01 | 18.2519778361107 |
| 2015-03-01 | 18.3293652845947 |
| 2015-04-01 | 18.5436514722378 |
| 2015-05-01 | 18.4468248520629 |
| 2015-06-01 | 18.4017149224861 |
| 2015-07-01 | 18.5330845125629 |
| 2015-08-01 | 18.6403052022672 |
| 2015-09-01 | 18.6014745419958 |
| 2015-10-01 | 18.6076635055510 |
| 2015-11-01 | 18.5853505319639 |
| 2015-12-01 | 18.6464749476817 |
| 2016-01-01 | 18.6282300886383 |
| 2016-02-01 | 18.6292269087307 |
| 2016-03-01 | 18.7041539324401 |
| 2016-04-01 | 18.7530771693987 |
| 2016-05-01 | 18.7522239015869 |
| 2016-06-01 | 18.7091521874498 |
| 2016-07-01 | 18.7366376774686 |
| 2016-08-01 | 18.7558939028495 |
| 2016-09-01 | 18.8198078081719 |
| 2016-10-01 | 18.8932541983448 |
| 2016-11-01 | 18.8749668105122 |
| 2016-12-01 | 18.8560095962462 |
| 2017-01-01 | 18.9186569536848 |
| 2017-02-01 | 19.1069537862101 |
| 2017-03-01 | 19.0935549594021 |
| 2017-04-01 | 19.1736351992266 |
| 2017-05-01 | 19.2612060210863 |
| 2017-06-01 | 19.4107336039914 |
| 2017-07-01 | 19.4274417116297 |
| 2017-08-01 | 19.5836843904451 |
| 2017-09-01 | 19.6335064933096 |
| 2017-10-01 | 19.5750969507338 |
| 2017-11-01 | 19.7557580647161 |
| 2017-12-01 | 19.7564377265573 |
| 2018-01-01 | 19.9109703183109 |
| 2018-02-01 | 19.8885643041603 |
| 2018-03-01 | 19.8965679617450 |
| 2018-04-01 | 19.9024912735357 |
| 2018-05-01 | 19.8790790221014 |
| 2018-06-01 | 19.9142830926602 |
| 2018-07-01 | 19.7022646241968 |
| 2018-08-01 | 19.7913084658342 |
| 2018-09-01 | 19.8460663179378 |
| 2018-10-01 | 19.8624918692664 |
| 2018-11-01 | 19.9374996224171 |
| 2018-12-01 | 20.0534975010358 |
| 2019-01-01 | 20.1050197619007 |
| 2019-02-01 | 20.1759729898859 |
| 2019-03-01 | 20.3138388486439 |
| 2019-04-01 | 20.3376393616124 |
| 2019-05-01 | 20.3918713748132 |
| 2019-06-01 | 20.4127759988257 |
| 2019-07-01 | 20.4732171256836 |
| 2019-08-01 | 20.4930229439207 |
| 2019-09-01 | 20.5515193183253 |
| 2019-10-01 | 20.7572782756674 |
| 2019-11-01 | 20.8143491822469 |
| 2019-12-01 | 20.8387249194608 |
| 2020-01-01 | 21.2102584030893 |
| 2020-02-01 | 21.2823989047194 |
| 2020-03-01 | 21.3436778588595 |
| 2020-04-01 | 19.0584354609796 |
| 2020-05-01 | 18.4991774051159 |
| 2020-06-01 | 19.4060048017368 |
| 2020-07-01 | 19.7485935213563 |
| 2020-08-01 | 19.8643227102993 |
| 2020-09-01 | 20.1541400008175 |
| 2020-10-01 | 20.4627875949462 |
| 2020-11-01 | 20.1024042995574 |
| 2020-12-01 | 20.4306829825039 |
| 2021-01-01 | 20.4259828744400 |
| 2021-02-01 | 20.3991247678537 |
| 2021-03-01 | 20.4721074118239 |
| 2021-04-01 | 20.4743164794109 |
| 2021-05-01 | 20.4987269963912 |
| 2021-06-01 | 20.4948672562226 |
| 2021-07-01 | 20.5262422088912 |
| 2021-08-01 | 20.5349234372449 |
| 2021-09-01 | 20.4468197204782 |
| 2021-10-01 | 20.5740396201515 |
| 2021-11-01 | 20.5947856919606 |
| 2021-12-01 | 20.6291181610482 |
| 2022-01-01 | 20.6465118974958 |
| 2022-02-01 | 20.7246395004716 |
| 2022-03-01 | 20.6975652475720 |
| 2022-04-01 | 20.7660093259167 |
| 2022-05-01 | 20.8943381275629 |
| 2022-06-01 | 20.9725561082450 |
| 2022-07-01 | 20.8155471045751 |
| 2022-08-01 | 20.8029176686116 |
| 2022-09-01 | 20.9452529657523 |
| 2022-10-01 | 20.6914897296697 |
| 2022-11-01 | 20.6998172116435 |
| 2022-12-01 | 20.6339860376004 |
| 2023-01-01 | 20.6629094074027 |
| 2023-02-01 | 20.6460390258266 |
| 2023-03-01 | 20.6108270942986 |
| 2023-04-01 | 20.6468209527023 |
| 2023-05-01 | 20.5841833276020 |
| 2023-06-01 | 20.6467597581553 |
| 2023-07-01 | 20.8161674593874 |
| 2023-08-01 | 20.7874385922178 |
| 2023-09-01 | 20.7384471970801 |
| 2023-10-01 | 20.7095757919065 |
| 2023-11-01 | 20.8153614310002 |
| 2023-12-01 | 20.8399650441132 |
| 2024-01-01 | 20.7704789936223 |
| 2024-02-01 | 20.7637292381013 |
| 2024-03-01 | 20.9128169272543 |
| 2024-04-01 | 20.9209769822235 |
| 2024-05-01 | 20.9784314049000 |
| 2024-06-01 | 21.1263912725705 |
| 2024-07-01 | 20.9207535461334 |
| 2024-08-01 | 21.0816205567720 |
| 2024-09-01 | 21.1379619147408 |
| 2024-10-01 | 21.2223054212496 |
| 2024-11-01 | 21.2302952854333 |
| 2024-12-01 | 21.2415430345093 |
| 2025-01-01 | 21.3773320189643 |
| 2025-02-01 | 21.3718734231831 |
| 2025-03-01 | 21.4076444301826 |
| 2025-04-01 | 21.5047924076891 |
| 2025-05-01 | 21.4752237047258 |
| 2025-06-01 | 21.5173862973096 |
| 2025-07-01 | 21.5228772657503 |
| 2025-08-01 | 21.4853080091131 |
| 2025-09-01 | 21.5318140085280 |
| 2025-10-01 | 21.5254131885533 |
| 2025-11-01 | 21.5435069826481 |
| 2025-12-01 | 21.6419743385160 |