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 2026-06-01 |
| Last Updated | 2026-07-22 10:15 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 | 11.9562629177003 |
| 1990-02-01 | 12.0816498664956 |
| 1990-03-01 | 12.0485900882856 |
| 1990-04-01 | 12.1513489280844 |
| 1990-05-01 | 12.2521109187435 |
| 1990-06-01 | 12.3247094926802 |
| 1990-07-01 | 12.2795540384741 |
| 1990-08-01 | 12.3006233496416 |
| 1990-09-01 | 12.4080024705053 |
| 1990-10-01 | 12.7610082009456 |
| 1990-11-01 | 12.6018541707764 |
| 1990-12-01 | 12.6213370033938 |
| 1991-01-01 | 12.3625628870459 |
| 1991-02-01 | 12.4891828125063 |
| 1991-03-01 | 12.4432225106238 |
| 1991-04-01 | 12.5569209243165 |
| 1991-05-01 | 12.4498956260533 |
| 1991-06-01 | 12.4152474030424 |
| 1991-07-01 | 12.2710471277598 |
| 1991-08-01 | 12.4043468347744 |
| 1991-09-01 | 12.4188478741037 |
| 1991-10-01 | 12.3660551297070 |
| 1991-11-01 | 12.2152914827732 |
| 1991-12-01 | 12.2228819185468 |
| 1992-01-01 | 12.4623367229448 |
| 1992-02-01 | 12.4967409581635 |
| 1992-03-01 | 12.5254730447830 |
| 1992-04-01 | 12.5623619769757 |
| 1992-05-01 | 12.5477904437441 |
| 1992-06-01 | 12.6062476217092 |
| 1992-07-01 | 12.8487626516755 |
| 1992-08-01 | 12.9014596159347 |
| 1992-09-01 | 12.9240589044467 |
| 1992-10-01 | 12.8766602587472 |
| 1992-11-01 | 13.0299160999509 |
| 1992-12-01 | 12.9256408832698 |
| 1993-01-01 | 13.4716510696721 |
| 1993-02-01 | 13.4044937753996 |
| 1993-03-01 | 13.5133610315274 |
| 1993-04-01 | 13.3742167755231 |
| 1993-05-01 | 13.5505748427885 |
| 1993-06-01 | 13.4913505245236 |
| 1993-07-01 | 13.4139945970753 |
| 1993-08-01 | 13.4949374673231 |
| 1993-09-01 | 13.5277160329141 |
| 1993-10-01 | 13.6958956542598 |
| 1993-11-01 | 13.7416239517830 |
| 1993-12-01 | 13.8233167745052 |
| 1994-01-01 | 13.8928077479286 |
| 1994-02-01 | 14.0206723455628 |
| 1994-03-01 | 14.1057000589456 |
| 1994-04-01 | 14.1831067143781 |
| 1994-05-01 | 14.1390240923659 |
| 1994-06-01 | 14.2602334468532 |
| 1994-07-01 | 14.2903706493988 |
| 1994-08-01 | 14.0819784229166 |
| 1994-09-01 | 14.1268695077708 |
| 1994-10-01 | 14.2049960878306 |
| 1994-11-01 | 14.1587089056055 |
| 1994-12-01 | 14.4213321675853 |
| 1995-01-01 | 14.3384656627975 |
| 1995-02-01 | 14.2304596272185 |
| 1995-03-01 | 14.4147068124530 |
| 1995-04-01 | 14.0763919630273 |
| 1995-05-01 | 14.0196790381526 |
| 1995-06-01 | 13.9214282909251 |
| 1995-07-01 | 13.9794868695129 |
| 1995-08-01 | 13.8760877807647 |
| 1995-09-01 | 13.9336964072542 |
| 1995-10-01 | 13.7092281016549 |
| 1995-11-01 | 13.8767047397821 |
| 1995-12-01 | 13.7173328410532 |
| 1996-01-01 | 13.8747016122943 |
| 1996-02-01 | 13.9416017792998 |
| 1996-03-01 | 13.9252845189995 |
| 1996-04-01 | 13.8568193218748 |
| 1996-05-01 | 13.8974664719694 |
| 1996-06-01 | 13.8942142236677 |
| 1996-07-01 | 13.8833992235022 |
| 1996-08-01 | 13.8746570301262 |
| 1996-09-01 | 13.8349272073229 |
| 1996-10-01 | 13.6964962386740 |
| 1996-11-01 | 13.6875927709449 |
| 1996-12-01 | 13.6149903853031 |
| 1997-01-01 | 13.5085199232650 |
| 1997-02-01 | 13.4443650939151 |
| 1997-03-01 | 13.4227329512908 |
| 1997-04-01 | 13.5423097878645 |
| 1997-05-01 | 13.4837686878378 |
| 1997-06-01 | 13.5877407008065 |
| 1997-07-01 | 13.3937457832606 |
| 1997-08-01 | 13.6786534016188 |
| 1997-09-01 | 13.5378446591007 |
| 1997-10-01 | 13.5872134363689 |
| 1997-11-01 | 13.4812156569825 |
| 1997-12-01 | 13.5074716670273 |
| 1998-01-01 | 13.3314038706209 |
| 1998-02-01 | 13.2494386181510 |
| 1998-03-01 | 13.4170629221521 |
| 1998-04-01 | 13.7313586499918 |
| 1998-05-01 | 13.6742693103106 |
| 1998-06-01 | 13.6884446214210 |
| 1998-07-01 | 13.1139177649267 |
| 1998-08-01 | 13.1029664231431 |
| 1998-09-01 | 13.0472640420515 |
| 1998-10-01 | 13.0677171188531 |
| 1998-11-01 | 13.0601452603902 |
| 1998-12-01 | 13.0082962895524 |
| 1999-01-01 | 13.3439761367044 |
| 1999-02-01 | 13.3524930397387 |
| 1999-03-01 | 13.4011635192969 |
| 1999-04-01 | 13.4249105311856 |
| 1999-05-01 | 13.3737991714535 |
| 1999-06-01 | 13.2913644971657 |
| 1999-07-01 | 14.0291701625468 |
| 1999-08-01 | 13.9257252297354 |
| 1999-09-01 | 13.7591614430975 |
| 1999-10-01 | 14.1556202754674 |
| 1999-11-01 | 14.1369165489727 |
| 1999-12-01 | 14.0960436095033 |
| 2000-01-01 | 14.0413135512904 |
| 2000-02-01 | 14.0537699704491 |
| 2000-03-01 | 14.1877314282838 |
| 2000-04-01 | 14.0232236724178 |
| 2000-05-01 | 14.0801616311435 |
| 2000-06-01 | 14.0866697079263 |
| 2000-07-01 | 14.1501833744719 |
| 2000-08-01 | 14.2561154339490 |
| 2000-09-01 | 14.2720110178051 |
| 2000-10-01 | 14.1523856247439 |
| 2000-11-01 | 14.2172476381954 |
| 2000-12-01 | 14.2945858025818 |
| 2001-01-01 | 14.0140997921685 |
| 2001-02-01 | 14.0465313804665 |
| 2001-03-01 | 13.8656569520569 |
| 2001-04-01 | 13.9307558951739 |
| 2001-05-01 | 13.8947619908640 |
| 2001-06-01 | 13.8827677792504 |
| 2001-07-01 | 14.4695089497341 |
| 2001-08-01 | 14.3611436619498 |
| 2001-09-01 | 14.4752159820578 |
| 2001-10-01 | 14.5703386799038 |
| 2001-11-01 | 14.6082001333659 |
| 2001-12-01 | 14.4895661632798 |
| 2002-01-01 | 14.6996106210795 |
| 2002-02-01 | 14.6472427934424 |
| 2002-03-01 | 14.7624737146573 |
| 2002-04-01 | 15.4378504002954 |
| 2002-05-01 | 15.4082050811460 |
| 2002-06-01 | 15.4557677656343 |
| 2002-07-01 | 15.2812115786870 |
| 2002-08-01 | 15.1507548911769 |
| 2002-09-01 | 15.1758718534146 |
| 2002-10-01 | 15.4908267842107 |
| 2002-11-01 | 15.7051323088705 |
| 2002-12-01 | 15.5866391242423 |
| 2003-01-01 | 15.5872584275450 |
| 2003-02-01 | 15.6571737943104 |
| 2003-03-01 | 15.6620976855489 |
| 2003-04-01 | 15.6422661963054 |
| 2003-05-01 | 15.7131385943312 |
| 2003-06-01 | 15.7400413415260 |
| 2003-07-01 | 15.6839261086565 |
| 2003-08-01 | 15.7291023848512 |
| 2003-09-01 | 15.6739167560575 |
| 2003-10-01 | 15.7231801388438 |
| 2003-11-01 | 15.7263479492457 |
| 2003-12-01 | 15.8919066631880 |
| 2004-01-01 | 16.5739477799948 |
| 2004-02-01 | 16.5567652018109 |
| 2004-03-01 | 16.5540470129974 |
| 2004-04-01 | 16.6453146199468 |
| 2004-05-01 | 16.6159375479415 |
| 2004-06-01 | 16.7349185071910 |
| 2004-07-01 | 17.1722020452174 |
| 2004-08-01 | 16.9190841670622 |
| 2004-09-01 | 16.8743328029823 |
| 2004-10-01 | 16.6422869277345 |
| 2004-11-01 | 16.7503866140210 |
| 2004-12-01 | 16.6957237971522 |
| 2005-01-01 | 16.5424803104305 |
| 2005-02-01 | 16.5417355239287 |
| 2005-03-01 | 16.7348898873918 |
| 2005-04-01 | 16.7520279171032 |
| 2005-05-01 | 16.8188177402447 |
| 2005-06-01 | 16.8623272381384 |
| 2005-07-01 | 16.7609615882550 |
| 2005-08-01 | 16.9141542013991 |
| 2005-09-01 | 17.1651606855244 |
| 2005-10-01 | 16.9549682829751 |
| 2005-11-01 | 17.0793938759794 |
| 2005-12-01 | 17.0067747375443 |
| 2006-01-01 | 17.0154533336953 |
| 2006-02-01 | 17.0238812248270 |
| 2006-03-01 | 17.0175248679969 |
| 2006-04-01 | 17.0546200800054 |
| 2006-05-01 | 17.1185030360953 |
| 2006-06-01 | 17.0998112277697 |
| 2006-07-01 | 17.1511350403269 |
| 2006-08-01 | 17.1283137201920 |
| 2006-09-01 | 17.1632108714656 |
| 2006-10-01 | 17.1362427228963 |
| 2006-11-01 | 17.1976035592117 |
| 2006-12-01 | 17.2259904480045 |
| 2007-01-01 | 17.2764030396833 |
| 2007-02-01 | 17.4158753695541 |
| 2007-03-01 | 17.3201142088950 |
| 2007-04-01 | 17.2485565314837 |
| 2007-05-01 | 17.1091560796029 |
| 2007-06-01 | 17.1348997008468 |
| 2007-07-01 | 17.1565471764850 |
| 2007-08-01 | 17.0428853021647 |
| 2007-09-01 | 16.9663664622056 |
| 2007-10-01 | 17.1993204876756 |
| 2007-11-01 | 17.1033239059170 |
| 2007-12-01 | 17.2384033814801 |
| 2008-01-01 | 17.2511431038358 |
| 2008-02-01 | 17.3178715806827 |
| 2008-03-01 | 17.3428839291966 |
| 2008-04-01 | 17.2340976802038 |
| 2008-05-01 | 17.4029450643388 |
| 2008-06-01 | 17.3479900762212 |
| 2008-07-01 | 17.4602062164634 |
| 2008-08-01 | 17.5557797530889 |
| 2008-09-01 | 17.5761522417346 |
| 2008-10-01 | 17.4555250756503 |
| 2008-11-01 | 17.5003732595621 |
| 2008-12-01 | 17.5343922686197 |
| 2009-01-01 | 17.7405049497364 |
| 2009-02-01 | 17.7367049762942 |
| 2009-03-01 | 17.7925739137558 |
| 2009-04-01 | 17.7185053713442 |
| 2009-05-01 | 17.6896114099422 |
| 2009-06-01 | 17.6428930351735 |
| 2009-07-01 | 17.6640552188462 |
| 2009-08-01 | 17.6597093110194 |
| 2009-09-01 | 17.6798156827096 |
| 2009-10-01 | 17.8334434075828 |
| 2009-11-01 | 17.7893776426120 |
| 2009-12-01 | 17.5307657726748 |
| 2010-01-01 | 17.9449567826411 |
| 2010-02-01 | 17.7524653092024 |
| 2010-03-01 | 17.7333819874523 |
| 2010-04-01 | 17.8953702789812 |
| 2010-05-01 | 17.8824788847044 |
| 2010-06-01 | 17.8302977810681 |
| 2010-07-01 | 17.7632153808529 |
| 2010-08-01 | 17.8658000127533 |
| 2010-09-01 | 17.7831123218218 |
| 2010-10-01 | 17.9329853374543 |
| 2010-11-01 | 17.8774673577655 |
| 2010-12-01 | 17.9251311482915 |
| 2011-01-01 | 17.6507303307525 |
| 2011-02-01 | 17.6551497336737 |
| 2011-03-01 | 17.7583863104402 |
| 2011-04-01 | 17.9738248520954 |
| 2011-05-01 | 18.0673384157118 |
| 2011-06-01 | 18.4208079627313 |
| 2011-07-01 | 18.4704351688478 |
| 2011-08-01 | 18.4768663502806 |
| 2011-09-01 | 18.4842582789720 |
| 2011-10-01 | 18.4523066365205 |
| 2011-11-01 | 18.4678255320532 |
| 2011-12-01 | 18.5155488230885 |
| 2012-01-01 | 18.0589559584631 |
| 2012-02-01 | 18.2473743791423 |
| 2012-03-01 | 18.1544884396721 |
| 2012-04-01 | 18.1558541734900 |
| 2012-05-01 | 18.1645280573353 |
| 2012-06-01 | 18.1298676079271 |
| 2012-07-01 | 17.7759577087544 |
| 2012-08-01 | 17.8902349801446 |
| 2012-09-01 | 17.9855712262303 |
| 2012-10-01 | 17.9828745721670 |
| 2012-11-01 | 18.0748469919173 |
| 2012-12-01 | 18.1121603848189 |
| 2013-01-01 | 18.2589909230122 |
| 2013-02-01 | 18.3216292646521 |
| 2013-03-01 | 18.3209847825006 |
| 2013-04-01 | 18.3469992853412 |
| 2013-05-01 | 18.2524943127196 |
| 2013-06-01 | 18.2516716118747 |
| 2013-07-01 | 18.3936533990247 |
| 2013-08-01 | 18.4079645273213 |
| 2013-09-01 | 18.3848920900706 |
| 2013-10-01 | 18.2067814165850 |
| 2013-11-01 | 18.2832804247977 |
| 2013-12-01 | 18.3183624974159 |
| 2014-01-01 | 18.3509716932268 |
| 2014-02-01 | 18.3854729091327 |
| 2014-03-01 | 18.3722265723373 |
| 2014-04-01 | 18.2437173434155 |
| 2014-05-01 | 18.2510852869145 |
| 2014-06-01 | 18.1829301671825 |
| 2014-07-01 | 18.1107648776006 |
| 2014-08-01 | 18.1189195106452 |
| 2014-09-01 | 18.1890426710441 |
| 2014-10-01 | 18.2166534356171 |
| 2014-11-01 | 18.2917765221652 |
| 2014-12-01 | 18.3359320425599 |
| 2015-01-01 | 18.1357699202159 |
| 2015-02-01 | 18.2510638440776 |
| 2015-03-01 | 18.3292655585429 |
| 2015-04-01 | 18.5436593206288 |
| 2015-05-01 | 18.4468363287807 |
| 2015-06-01 | 18.4028516723136 |
| 2015-07-01 | 18.5333186018238 |
| 2015-08-01 | 18.6405216074846 |
| 2015-09-01 | 18.6016324492066 |
| 2015-10-01 | 18.6076838082082 |
| 2015-11-01 | 18.5851640674408 |
| 2015-12-01 | 18.6461475968650 |
| 2016-01-01 | 18.6278311205622 |
| 2016-02-01 | 18.6277302557257 |
| 2016-03-01 | 18.7040271411490 |
| 2016-04-01 | 18.7531932124555 |
| 2016-05-01 | 18.7524241217539 |
| 2016-06-01 | 18.7105827238645 |
| 2016-07-01 | 18.7372936317413 |
| 2016-08-01 | 18.7564790561237 |
| 2016-09-01 | 18.8203295753484 |
| 2016-10-01 | 18.8937058567004 |
| 2016-11-01 | 18.8751508092418 |
| 2016-12-01 | 18.8536597952835 |
| 2017-01-01 | 18.9169158031541 |
| 2017-02-01 | 19.1054741296255 |
| 2017-03-01 | 19.0932948421043 |
| 2017-04-01 | 19.1742036053636 |
| 2017-05-01 | 19.2627681730690 |
| 2017-06-01 | 19.4123862233103 |
| 2017-07-01 | 19.4285617421492 |
| 2017-08-01 | 19.5846927759999 |
| 2017-09-01 | 19.6344628057330 |
| 2017-10-01 | 19.5755763740643 |
| 2017-11-01 | 19.7559603541713 |
| 2017-12-01 | 19.7518137299715 |
| 2018-01-01 | 19.9076920167560 |
| 2018-02-01 | 19.8871150862633 |
| 2018-03-01 | 19.8962995991608 |
| 2018-04-01 | 19.9037683227100 |
| 2018-05-01 | 19.8823261646965 |
| 2018-06-01 | 19.9163311251231 |
| 2018-07-01 | 19.7038639410458 |
| 2018-08-01 | 19.7926604891993 |
| 2018-09-01 | 19.8472715291874 |
| 2018-10-01 | 19.8627462547308 |
| 2018-11-01 | 19.9374352818558 |
| 2018-12-01 | 20.0463028575718 |
| 2019-01-01 | 20.1000380234927 |
| 2019-02-01 | 20.1749718379537 |
| 2019-03-01 | 20.3132514289625 |
| 2019-04-01 | 20.3395691236982 |
| 2019-05-01 | 20.3981768418511 |
| 2019-06-01 | 20.4171467482720 |
| 2019-07-01 | 20.4747607278597 |
| 2019-08-01 | 20.4940296947455 |
| 2019-09-01 | 20.5530331824847 |
| 2019-10-01 | 20.7559655637498 |
| 2019-11-01 | 20.8122784661604 |
| 2019-12-01 | 20.8293214033378 |
| 2020-01-01 | 21.2033920163023 |
| 2020-02-01 | 21.2811771026720 |
| 2020-03-01 | 21.3433038771285 |
| 2020-04-01 | 19.0618515961497 |
| 2020-05-01 | 18.5085433228364 |
| 2020-06-01 | 19.4149489011538 |
| 2020-07-01 | 19.7469558160397 |
| 2020-08-01 | 19.8660857846322 |
| 2020-09-01 | 20.1569187839233 |
| 2020-10-01 | 20.4591579819435 |
| 2020-11-01 | 20.0976295874866 |
| 2020-12-01 | 20.4171855692008 |
| 2021-01-01 | 20.4145544558897 |
| 2021-02-01 | 20.3980605639474 |
| 2021-03-01 | 20.4677712846010 |
| 2021-04-01 | 20.4828323452390 |
| 2021-05-01 | 20.5244649943256 |
| 2021-06-01 | 20.5081312172721 |
| 2021-07-01 | 20.5199578936430 |
| 2021-08-01 | 20.5390268119289 |
| 2021-09-01 | 20.4498313718618 |
| 2021-10-01 | 20.5664344675768 |
| 2021-11-01 | 20.5871277914655 |
| 2021-12-01 | 20.6108536463846 |
| 2022-01-01 | 20.6254820944880 |
| 2022-02-01 | 20.7188108784869 |
| 2022-03-01 | 20.6864344867382 |
| 2022-04-01 | 20.7831859982317 |
| 2022-05-01 | 20.9445954042537 |
| 2022-06-01 | 20.9932852485718 |
| 2022-07-01 | 20.8052210550939 |
| 2022-08-01 | 20.8074356304769 |
| 2022-09-01 | 20.9503966628226 |
| 2022-10-01 | 20.6777143672665 |
| 2022-11-01 | 20.6879800585718 |
| 2022-12-01 | 20.6097693708400 |
| 2023-01-01 | 20.6287389050161 |
| 2023-02-01 | 20.6333914640530 |
| 2023-03-01 | 20.5925476665694 |
| 2023-04-01 | 20.6722786516287 |
| 2023-05-01 | 20.6607971392696 |
| 2023-06-01 | 20.6765055041469 |
| 2023-07-01 | 20.8067336723197 |
| 2023-08-01 | 20.7914800938868 |
| 2023-09-01 | 20.7448039334364 |
| 2023-10-01 | 20.6886630195405 |
| 2023-11-01 | 20.7985053218629 |
| 2023-12-01 | 20.8094478011670 |
| 2024-01-01 | 20.7237516663940 |
| 2024-02-01 | 20.7422213985616 |
| 2024-03-01 | 20.8893894841681 |
| 2024-04-01 | 20.8541766259282 |
| 2024-05-01 | 20.8746100793221 |
| 2024-06-01 | 21.0699759442715 |
| 2024-07-01 | 21.1128441158604 |
| 2024-08-01 | 21.1847672795397 |
| 2024-09-01 | 21.3480867530419 |
| 2024-10-01 | 21.5943267735560 |
| 2024-11-01 | 21.5067265715855 |
| 2024-12-01 | 21.6018380355948 |
| 2025-01-01 | 21.8191605587871 |
| 2025-02-01 | 21.8454034533671 |
| 2025-03-01 | 21.8804973262894 |
| 2025-04-01 | 21.9453074952546 |
| 2025-05-01 | 21.8903363889999 |
| 2025-06-01 | 21.9694210769911 |
| 2025-07-01 | 22.0188400836576 |
| 2025-08-01 | 22.1892531616500 |
| 2025-09-01 | 22.0435727798356 |
| 2025-10-01 | 22.0930665277970 |
| 2025-11-01 | 22.1162868105174 |
| 2025-12-01 | 22.1966987425416 |
| 2026-01-01 | 22.2106702732893 |
| 2026-02-01 | 22.2460160142723 |
| 2026-03-01 | 22.2723388938844 |
| 2026-04-01 | 22.3376267874686 |
| 2026-05-01 | 22.3987686811432 |
| 2026-06-01 | 22.3747269757808 |