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 2026-05-01 |
| Last Updated | 2026-06-24 10:26 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 | 11.9562848968152 |
| 1990-02-01 | 12.0816542055309 |
| 1990-03-01 | 12.0485930576460 |
| 1990-04-01 | 12.1513507546085 |
| 1990-05-01 | 12.2521118183154 |
| 1990-06-01 | 12.3247096595145 |
| 1990-07-01 | 12.2795533095918 |
| 1990-08-01 | 12.3006219626061 |
| 1990-09-01 | 12.4080007766991 |
| 1990-10-01 | 12.7610041692654 |
| 1990-11-01 | 12.6018462068622 |
| 1990-12-01 | 12.6213205481153 |
| 1991-01-01 | 12.3625838908423 |
| 1991-02-01 | 12.4891874534687 |
| 1991-03-01 | 12.4432256914883 |
| 1991-04-01 | 12.5569229032429 |
| 1991-05-01 | 12.4498965620340 |
| 1991-06-01 | 12.4152475094305 |
| 1991-07-01 | 12.2710464060558 |
| 1991-08-01 | 12.4043458482319 |
| 1991-09-01 | 12.4188462374893 |
| 1991-10-01 | 12.3660515942559 |
| 1991-11-01 | 12.2152846922815 |
| 1991-12-01 | 12.2228660554450 |
| 1992-01-01 | 12.4623555874028 |
| 1992-02-01 | 12.4967454311793 |
| 1992-03-01 | 12.5254762132253 |
| 1992-04-01 | 12.5623640098948 |
| 1992-05-01 | 12.5477914569530 |
| 1992-06-01 | 12.6062477601405 |
| 1992-07-01 | 12.8487620260737 |
| 1992-08-01 | 12.9014593363252 |
| 1992-09-01 | 12.9240577191134 |
| 1992-10-01 | 12.8766573234502 |
| 1992-11-01 | 13.0299108229005 |
| 1992-12-01 | 12.9256241169409 |
| 1993-01-01 | 13.4716659302072 |
| 1993-02-01 | 13.4044986975992 |
| 1993-03-01 | 13.5133646825411 |
| 1993-04-01 | 13.3742191621551 |
| 1993-05-01 | 13.5505761401759 |
| 1993-06-01 | 13.4913508687519 |
| 1993-07-01 | 13.4139942541337 |
| 1993-08-01 | 13.4949380269780 |
| 1993-09-01 | 13.5277152349749 |
| 1993-10-01 | 13.6958931400799 |
| 1993-11-01 | 13.7416202841579 |
| 1993-12-01 | 13.8232995615325 |
| 1994-01-01 | 13.8928183107338 |
| 1994-02-01 | 14.0206771951178 |
| 1994-03-01 | 14.1057036269894 |
| 1994-04-01 | 14.1831090643381 |
| 1994-05-01 | 14.1390253755464 |
| 1994-06-01 | 14.2602338060239 |
| 1994-07-01 | 14.2903709288971 |
| 1994-08-01 | 14.0819795970533 |
| 1994-09-01 | 14.1268691293573 |
| 1994-10-01 | 14.2049941273405 |
| 1994-11-01 | 14.1587071907457 |
| 1994-12-01 | 14.4213173643649 |
| 1995-01-01 | 14.3384707966871 |
| 1995-02-01 | 14.2304637212358 |
| 1995-03-01 | 14.4147098804894 |
| 1995-04-01 | 14.0763939065134 |
| 1995-05-01 | 14.0196799844911 |
| 1995-06-01 | 13.9214283761628 |
| 1995-07-01 | 13.9794880193525 |
| 1995-08-01 | 13.8760894587706 |
| 1995-09-01 | 13.9336962918647 |
| 1995-10-01 | 13.7092267819536 |
| 1995-11-01 | 13.8767043660618 |
| 1995-12-01 | 13.7173219283279 |
| 1996-01-01 | 13.8747044167945 |
| 1996-02-01 | 13.9416040766902 |
| 1996-03-01 | 13.9252862204440 |
| 1996-04-01 | 13.8568203654454 |
| 1996-05-01 | 13.8974667633662 |
| 1996-06-01 | 13.8942137724760 |
| 1996-07-01 | 13.8834013207800 |
| 1996-08-01 | 13.8746589943912 |
| 1996-09-01 | 13.8349275985307 |
| 1996-10-01 | 13.6964955238626 |
| 1996-11-01 | 13.6875934161218 |
| 1996-12-01 | 13.6149829597647 |
| 1997-01-01 | 13.5085208456037 |
| 1997-02-01 | 13.4443658822548 |
| 1997-03-01 | 13.4227334634943 |
| 1997-04-01 | 13.5423099608871 |
| 1997-05-01 | 13.4837683270021 |
| 1997-06-01 | 13.5877398203087 |
| 1997-07-01 | 13.3937484503928 |
| 1997-08-01 | 13.6786555518637 |
| 1997-09-01 | 13.5378455009795 |
| 1997-10-01 | 13.5872133278242 |
| 1997-11-01 | 13.4812164353339 |
| 1997-12-01 | 13.5074666463510 |
| 1998-01-01 | 13.3314043686226 |
| 1998-02-01 | 13.2494387640129 |
| 1998-03-01 | 13.4170626622916 |
| 1998-04-01 | 13.7313579890632 |
| 1998-05-01 | 13.6742680786681 |
| 1998-06-01 | 13.6884427939406 |
| 1998-07-01 | 13.1139213094179 |
| 1998-08-01 | 13.1029687551999 |
| 1998-09-01 | 13.0472651301642 |
| 1998-10-01 | 13.0677172704580 |
| 1998-11-01 | 13.0601458045586 |
| 1998-12-01 | 13.0082935721848 |
| 1999-01-01 | 13.3439761602571 |
| 1999-02-01 | 13.3524927110901 |
| 1999-03-01 | 13.4011627715209 |
| 1999-04-01 | 13.4249095886021 |
| 1999-05-01 | 13.3737975372044 |
| 1999-06-01 | 13.2913621286043 |
| 1999-07-01 | 14.0291743467243 |
| 1999-08-01 | 13.9257280784282 |
| 1999-09-01 | 13.7591627214298 |
| 1999-10-01 | 14.1556206139580 |
| 1999-11-01 | 14.1369167218575 |
| 1999-12-01 | 14.0960409414148 |
| 2000-01-01 | 14.0413135438172 |
| 2000-02-01 | 14.0537697381130 |
| 2000-03-01 | 14.1877307917027 |
| 2000-04-01 | 14.0232229755191 |
| 2000-05-01 | 14.0801600551328 |
| 2000-06-01 | 14.0866671427073 |
| 2000-07-01 | 14.1501878425326 |
| 2000-08-01 | 14.2561185201967 |
| 2000-09-01 | 14.2720121639368 |
| 2000-10-01 | 14.1523851527140 |
| 2000-11-01 | 14.2172462044256 |
| 2000-12-01 | 14.2945810426571 |
| 2001-01-01 | 14.0141017479268 |
| 2001-02-01 | 14.0465325064795 |
| 2001-03-01 | 13.8656572050846 |
| 2001-04-01 | 13.9307559939000 |
| 2001-05-01 | 13.8947611140625 |
| 2001-06-01 | 13.8827658793811 |
| 2001-07-01 | 14.4695127286811 |
| 2001-08-01 | 14.3611460653456 |
| 2001-09-01 | 14.4752164107879 |
| 2001-10-01 | 14.5703369816969 |
| 2001-11-01 | 14.6081966635343 |
| 2001-12-01 | 14.4895590823173 |
| 2002-01-01 | 14.6996155042891 |
| 2002-02-01 | 14.6472459768812 |
| 2002-03-01 | 14.7624751929789 |
| 2002-04-01 | 15.4378514565816 |
| 2002-05-01 | 15.4082048465143 |
| 2002-06-01 | 15.4557661399666 |
| 2002-07-01 | 15.2812149889645 |
| 2002-08-01 | 15.1507563506515 |
| 2002-09-01 | 15.1758711439851 |
| 2002-10-01 | 15.4908234242079 |
| 2002-11-01 | 15.7051264359637 |
| 2002-12-01 | 15.5866298238127 |
| 2003-01-01 | 15.5872665362424 |
| 2003-02-01 | 15.6571792908104 |
| 2003-03-01 | 15.6621004582068 |
| 2003-04-01 | 15.6422681858802 |
| 2003-05-01 | 15.7131390922563 |
| 2003-06-01 | 15.7400402891627 |
| 2003-07-01 | 15.6839281879637 |
| 2003-08-01 | 15.7291023917612 |
| 2003-09-01 | 15.6739148818890 |
| 2003-10-01 | 15.7231757960292 |
| 2003-11-01 | 15.7263413143681 |
| 2003-12-01 | 15.8918976409121 |
| 2004-01-01 | 16.5739571659968 |
| 2004-02-01 | 16.5567727676949 |
| 2004-03-01 | 16.5540503571549 |
| 2004-04-01 | 16.6453170261833 |
| 2004-05-01 | 16.6159384682470 |
| 2004-06-01 | 16.7349179274764 |
| 2004-07-01 | 17.1722031255369 |
| 2004-08-01 | 16.9190831244947 |
| 2004-09-01 | 16.8743297957762 |
| 2004-10-01 | 16.6422821721600 |
| 2004-11-01 | 16.7503797335351 |
| 2004-12-01 | 16.6957152755844 |
| 2005-01-01 | 16.5424896250982 |
| 2005-02-01 | 16.5417440270380 |
| 2005-03-01 | 16.7348931481933 |
| 2005-04-01 | 16.7520300415959 |
| 2005-05-01 | 16.8188185979864 |
| 2005-06-01 | 16.8623269219962 |
| 2005-07-01 | 16.7609613562119 |
| 2005-08-01 | 16.9141524329092 |
| 2005-09-01 | 17.1651572325283 |
| 2005-10-01 | 16.9549644052281 |
| 2005-11-01 | 17.0793888506620 |
| 2005-12-01 | 17.0067687282878 |
| 2006-01-01 | 17.0154605630927 |
| 2006-02-01 | 17.0238894501160 |
| 2006-03-01 | 17.0175271912731 |
| 2006-04-01 | 17.0546214102341 |
| 2006-05-01 | 17.1185033924863 |
| 2006-06-01 | 17.0998106424557 |
| 2006-07-01 | 17.1511346007940 |
| 2006-08-01 | 17.1283121283608 |
| 2006-09-01 | 17.1632076717937 |
| 2006-10-01 | 17.1362402774296 |
| 2006-11-01 | 17.1976008232439 |
| 2006-12-01 | 17.2259873145411 |
| 2007-01-01 | 17.2764072513797 |
| 2007-02-01 | 17.4158816708532 |
| 2007-03-01 | 17.3201155290155 |
| 2007-04-01 | 17.2485572126769 |
| 2007-05-01 | 17.1091560806545 |
| 2007-06-01 | 17.1348990350240 |
| 2007-07-01 | 17.1565465835804 |
| 2007-08-01 | 17.0428841826335 |
| 2007-09-01 | 16.9663640466857 |
| 2007-10-01 | 17.1993194004019 |
| 2007-11-01 | 17.1033231310526 |
| 2007-12-01 | 17.2384030554990 |
| 2008-01-01 | 17.2511440425924 |
| 2008-02-01 | 17.3178756542957 |
| 2008-03-01 | 17.3428842128037 |
| 2008-04-01 | 17.2340978206300 |
| 2008-05-01 | 17.4029449416017 |
| 2008-06-01 | 17.3479896994358 |
| 2008-07-01 | 17.4602058262527 |
| 2008-08-01 | 17.5557792869042 |
| 2008-09-01 | 17.5761504692418 |
| 2008-10-01 | 17.4555248047553 |
| 2008-11-01 | 17.5003731145153 |
| 2008-12-01 | 17.5343924315885 |
| 2009-01-01 | 17.7405051363892 |
| 2009-02-01 | 17.7367073625198 |
| 2009-03-01 | 17.7925739711043 |
| 2009-04-01 | 17.7185053068851 |
| 2009-05-01 | 17.6896112291254 |
| 2009-06-01 | 17.6428927893814 |
| 2009-07-01 | 17.6640549612359 |
| 2009-08-01 | 17.6597091501988 |
| 2009-09-01 | 17.6798146454669 |
| 2009-10-01 | 17.8334434009110 |
| 2009-11-01 | 17.7893776632604 |
| 2009-12-01 | 17.5307660154653 |
| 2010-01-01 | 17.9449568789816 |
| 2010-02-01 | 17.7524664151725 |
| 2010-03-01 | 17.7333819191771 |
| 2010-04-01 | 17.8953701782644 |
| 2010-05-01 | 17.8824787786453 |
| 2010-06-01 | 17.8302976938101 |
| 2010-07-01 | 17.7632152974658 |
| 2010-08-01 | 17.8657999832431 |
| 2010-09-01 | 17.7831118439982 |
| 2010-10-01 | 17.9329853471655 |
| 2010-11-01 | 17.8774673615381 |
| 2010-12-01 | 17.9251313706102 |
| 2011-01-01 | 17.6507303816017 |
| 2011-02-01 | 17.6551496960415 |
| 2011-03-01 | 17.7583862936279 |
| 2011-04-01 | 17.9738248719466 |
| 2011-05-01 | 18.0673384848325 |
| 2011-06-01 | 18.4208080731315 |
| 2011-07-01 | 18.4704352717649 |
| 2011-08-01 | 18.4768664503751 |
| 2011-09-01 | 18.4842583540426 |
| 2011-10-01 | 18.4523066528416 |
| 2011-11-01 | 18.4678254748598 |
| 2011-12-01 | 18.5155487980938 |
| 2012-01-01 | 18.0589555358128 |
| 2012-02-01 | 18.2473739090197 |
| 2012-03-01 | 18.1544879674301 |
| 2012-04-01 | 18.1558538969050 |
| 2012-05-01 | 18.1645277417408 |
| 2012-06-01 | 18.1298702643509 |
| 2012-07-01 | 17.7759576194458 |
| 2012-08-01 | 17.8902350276140 |
| 2012-09-01 | 17.9855713569991 |
| 2012-10-01 | 17.9828746575738 |
| 2012-11-01 | 18.0748468700108 |
| 2012-12-01 | 18.1121600173770 |
| 2013-01-01 | 18.2589899081853 |
| 2013-02-01 | 18.3216282131955 |
| 2013-03-01 | 18.3209837405208 |
| 2013-04-01 | 18.3469987130808 |
| 2013-05-01 | 18.2524937342707 |
| 2013-06-01 | 18.2516770083062 |
| 2013-07-01 | 18.3936531730046 |
| 2013-08-01 | 18.4079645879757 |
| 2013-09-01 | 18.3848923946036 |
| 2013-10-01 | 18.2067817061424 |
| 2013-11-01 | 18.2832806346448 |
| 2013-12-01 | 18.3183625345307 |
| 2014-01-01 | 18.3509711211583 |
| 2014-02-01 | 18.3854657788002 |
| 2014-03-01 | 18.3722257617031 |
| 2014-04-01 | 18.2437170385985 |
| 2014-05-01 | 18.2510849219340 |
| 2014-06-01 | 18.1829389914804 |
| 2014-07-01 | 18.1107657966673 |
| 2014-08-01 | 18.1189210700265 |
| 2014-09-01 | 18.1890443607831 |
| 2014-10-01 | 18.2166515912741 |
| 2014-11-01 | 18.2917766533435 |
| 2014-12-01 | 18.3359313017159 |
| 2015-01-01 | 18.1357683654184 |
| 2015-02-01 | 18.2510495137122 |
| 2015-03-01 | 18.3292647195099 |
| 2015-04-01 | 18.5436600046103 |
| 2015-05-01 | 18.4468379734853 |
| 2015-06-01 | 18.4028636942302 |
| 2015-07-01 | 18.5333249289890 |
| 2015-08-01 | 18.6405267199012 |
| 2015-09-01 | 18.6016361596235 |
| 2015-10-01 | 18.6076785985127 |
| 2015-11-01 | 18.5851614359918 |
| 2015-12-01 | 18.6461426167884 |
| 2016-01-01 | 18.6278254772880 |
| 2016-02-01 | 18.6277067230350 |
| 2016-03-01 | 18.7040265443873 |
| 2016-04-01 | 18.7531965119300 |
| 2016-05-01 | 18.7524297013490 |
| 2016-06-01 | 18.7106004051705 |
| 2016-07-01 | 18.7373084114951 |
| 2016-08-01 | 18.7564905140233 |
| 2016-09-01 | 18.8203392116259 |
| 2016-10-01 | 18.8937041236228 |
| 2016-11-01 | 18.8751551950817 |
| 2016-12-01 | 18.8536091879241 |
| 2017-01-01 | 18.9168953379237 |
| 2017-02-01 | 19.1054479204190 |
| 2017-03-01 | 19.0933015569644 |
| 2017-04-01 | 19.1742104421738 |
| 2017-05-01 | 19.2628061736591 |
| 2017-06-01 | 19.4124073997462 |
| 2017-07-01 | 19.4285850520383 |
| 2017-08-01 | 19.5847109619246 |
| 2017-09-01 | 19.6344704952305 |
| 2017-10-01 | 19.5755717241871 |
| 2017-11-01 | 19.7559500437825 |
| 2017-12-01 | 19.7517180948535 |
| 2018-01-01 | 19.9076650831262 |
| 2018-02-01 | 19.8870997590346 |
| 2018-03-01 | 19.8963279356753 |
| 2018-04-01 | 19.9037852192430 |
| 2018-05-01 | 19.8823936011166 |
| 2018-06-01 | 19.9163412524354 |
| 2018-07-01 | 19.7038769114055 |
| 2018-08-01 | 19.7926724028434 |
| 2018-09-01 | 19.8472727893487 |
| 2018-10-01 | 19.8627446699602 |
| 2018-11-01 | 19.9374236024628 |
| 2018-12-01 | 20.0461768751178 |
| 2019-01-01 | 20.1000177453093 |
| 2019-02-01 | 20.1749813820057 |
| 2019-03-01 | 20.3133279356591 |
| 2019-04-01 | 20.3395695375351 |
| 2019-05-01 | 20.3982637608512 |
| 2019-06-01 | 20.4171427637219 |
| 2019-07-01 | 20.4747158084267 |
| 2019-08-01 | 20.4940130835422 |
| 2019-09-01 | 20.5529993311451 |
| 2019-10-01 | 20.7559924354792 |
| 2019-11-01 | 20.8122841472727 |
| 2019-12-01 | 20.8292199780164 |
| 2020-01-01 | 21.2034008589179 |
| 2020-02-01 | 21.2812317889496 |
| 2020-03-01 | 21.3434543350494 |
| 2020-04-01 | 19.0618774224734 |
| 2020-05-01 | 18.5086760545989 |
| 2020-06-01 | 19.4150292754015 |
| 2020-07-01 | 19.7462104963502 |
| 2020-08-01 | 19.8660777903842 |
| 2020-09-01 | 20.1568309215124 |
| 2020-10-01 | 20.4598491539503 |
| 2020-11-01 | 20.0975793596509 |
| 2020-12-01 | 20.4170428683833 |
| 2021-01-01 | 20.4145462227902 |
| 2021-02-01 | 20.3981301317227 |
| 2021-03-01 | 20.4679726711450 |
| 2021-04-01 | 20.4828874725734 |
| 2021-05-01 | 20.5246698386824 |
| 2021-06-01 | 20.5082862585947 |
| 2021-07-01 | 20.5184273613625 |
| 2021-08-01 | 20.5389929790729 |
| 2021-09-01 | 20.4496465253256 |
| 2021-10-01 | 20.5679494464124 |
| 2021-11-01 | 20.5869849316922 |
| 2021-12-01 | 20.6107103567121 |
| 2022-01-01 | 20.6252848665577 |
| 2022-02-01 | 20.7189460816797 |
| 2022-03-01 | 20.6867280000558 |
| 2022-04-01 | 20.7833513898792 |
| 2022-05-01 | 20.9448719264138 |
| 2022-06-01 | 20.9935190189121 |
| 2022-07-01 | 20.8029341230546 |
| 2022-08-01 | 20.8073856671755 |
| 2022-09-01 | 20.9501128962774 |
| 2022-10-01 | 20.6799919657374 |
| 2022-11-01 | 20.6876563846412 |
| 2022-12-01 | 20.6095171676132 |
| 2023-01-01 | 20.6282694033503 |
| 2023-02-01 | 20.6335539549193 |
| 2023-03-01 | 20.5929984196911 |
| 2023-04-01 | 20.6727741694889 |
| 2023-05-01 | 20.6615295969415 |
| 2023-06-01 | 20.6762478487162 |
| 2023-07-01 | 20.8042865544746 |
| 2023-08-01 | 20.7913610312101 |
| 2023-09-01 | 20.7444595679310 |
| 2023-10-01 | 20.6910439337299 |
| 2023-11-01 | 20.7980854759116 |
| 2023-12-01 | 20.8092334263365 |
| 2024-01-01 | 20.7232133220595 |
| 2024-02-01 | 20.7426307339725 |
| 2024-03-01 | 20.8900993320344 |
| 2024-04-01 | 20.8549768962064 |
| 2024-05-01 | 20.8756015854262 |
| 2024-06-01 | 21.0683731781348 |
| 2024-07-01 | 21.1102155078355 |
| 2024-08-01 | 21.1847810190482 |
| 2024-09-01 | 21.3478607115296 |
| 2024-10-01 | 21.5970491989488 |
| 2024-11-01 | 21.5062364205642 |
| 2024-12-01 | 21.6015954207226 |
| 2025-01-01 | 21.8186370250397 |
| 2025-02-01 | 21.8460619871424 |
| 2025-03-01 | 21.8814763914255 |
| 2025-04-01 | 21.9464111769825 |
| 2025-05-01 | 21.8916035322964 |
| 2025-06-01 | 21.9661776512178 |
| 2025-07-01 | 22.0164626451334 |
| 2025-08-01 | 22.1893782971728 |
| 2025-09-01 | 22.0435104225776 |
| 2025-10-01 | 22.0956649569818 |
| 2025-11-01 | 22.1158457482471 |
| 2025-12-01 | 22.1967236287498 |
| 2026-01-01 | 22.2105378628448 |
| 2026-02-01 | 22.2472816689681 |
| 2026-03-01 | 22.2738125591611 |
| 2026-04-01 | 22.3390573264172 |
| 2026-05-01 | 22.4001231356989 |