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 2024-09-01 |
| Last Updated | 2024-10-23 5:05 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 | 12.898052612628200 |
| 1990-02-01 | 13.022521267328100 |
| 1990-03-01 | 12.998187729248500 |
| 1990-04-01 | 13.137948196396500 |
| 1990-05-01 | 13.249414508391599 |
| 1990-06-01 | 13.333473909509099 |
| 1990-07-01 | 13.346545839889000 |
| 1990-08-01 | 13.359664734549300 |
| 1990-09-01 | 13.439495596337302 |
| 1990-10-01 | 13.742183814046700 |
| 1990-11-01 | 13.613943007894198 |
| 1990-12-01 | 13.648610527395200 |
| 1991-01-01 | 13.305880685145599 |
| 1991-02-01 | 13.426347429883199 |
| 1991-03-01 | 13.390993080966101 |
| 1991-04-01 | 13.440636296651800 |
| 1991-05-01 | 13.345378395382800 |
| 1991-06-01 | 13.328936164794099 |
| 1991-07-01 | 13.237581821670599 |
| 1991-08-01 | 13.365500562581500 |
| 1991-09-01 | 13.447108513019000 |
| 1991-10-01 | 13.347169881085300 |
| 1991-11-01 | 13.223123242787300 |
| 1991-12-01 | 13.247452777290300 |
| 1992-01-01 | 13.410937183481100 |
| 1992-02-01 | 13.439399710013499 |
| 1992-03-01 | 13.467920850859699 |
| 1992-04-01 | 13.545021114487200 |
| 1992-05-01 | 13.542614428536698 |
| 1992-06-01 | 13.625785831014198 |
| 1992-07-01 | 13.818854252857700 |
| 1992-08-01 | 13.866826731427100 |
| 1992-09-01 | 13.945916824587801 |
| 1992-10-01 | 13.855996714436800 |
| 1992-11-01 | 14.030920014268400 |
| 1992-12-01 | 13.950570244459500 |
| 1993-01-01 | 14.324605413134300 |
| 1993-02-01 | 14.254671421784401 |
| 1993-03-01 | 14.350399753580500 |
| 1993-04-01 | 14.252371934707698 |
| 1993-05-01 | 14.441202850723501 |
| 1993-06-01 | 14.413999045543400 |
| 1993-07-01 | 14.385782682078700 |
| 1993-08-01 | 14.464407493843401 |
| 1993-09-01 | 14.442455706240500 |
| 1993-10-01 | 14.774302850303700 |
| 1993-11-01 | 14.836942502687302 |
| 1993-12-01 | 14.948245326488099 |
| 1994-01-01 | 14.954232679027500 |
| 1994-02-01 | 15.076793308913699 |
| 1994-03-01 | 15.136865503033200 |
| 1994-04-01 | 15.263833002270700 |
| 1994-05-01 | 15.233177103985300 |
| 1994-06-01 | 15.287975659348600 |
| 1994-07-01 | 15.360497608688300 |
| 1994-08-01 | 15.250060277760198 |
| 1994-09-01 | 15.234812614480200 |
| 1994-10-01 | 15.287178528893400 |
| 1994-11-01 | 15.243850893768801 |
| 1994-12-01 | 15.537904944050501 |
| 1995-01-01 | 15.408732238146902 |
| 1995-02-01 | 15.194536100005100 |
| 1995-03-01 | 15.349171858588300 |
| 1995-04-01 | 15.163150267145200 |
| 1995-05-01 | 15.117231052828300 |
| 1995-06-01 | 15.053266671298900 |
| 1995-07-01 | 15.137313603034100 |
| 1995-08-01 | 15.032414505956100 |
| 1995-09-01 | 15.136468572324100 |
| 1995-10-01 | 14.897647819116500 |
| 1995-11-01 | 15.053214721943900 |
| 1995-12-01 | 14.920742817089500 |
| 1996-01-01 | 15.056058018461002 |
| 1996-02-01 | 15.118174755269001 |
| 1996-03-01 | 15.067181535837300 |
| 1996-04-01 | 15.054802063754599 |
| 1996-05-01 | 15.101265625739998 |
| 1996-06-01 | 15.132052512981800 |
| 1996-07-01 | 15.027376928158601 |
| 1996-08-01 | 15.012244809320400 |
| 1996-09-01 | 14.936567972439802 |
| 1996-10-01 | 14.894905284658899 |
| 1996-11-01 | 14.853668505907800 |
| 1996-12-01 | 14.799330851639600 |
| 1997-01-01 | 14.699360956955099 |
| 1997-02-01 | 14.734047192025200 |
| 1997-03-01 | 14.687036076555900 |
| 1997-04-01 | 14.748200435955200 |
| 1997-05-01 | 14.692200920583199 |
| 1997-06-01 | 14.829721396905699 |
| 1997-07-01 | 14.718135898548601 |
| 1997-08-01 | 14.894095002489900 |
| 1997-09-01 | 14.836660318426700 |
| 1997-10-01 | 14.790685626644200 |
| 1997-11-01 | 14.745031993480800 |
| 1997-12-01 | 14.771522867050700 |
| 1998-01-01 | 14.633004863343000 |
| 1998-02-01 | 14.544435653080000 |
| 1998-03-01 | 14.600300666827900 |
| 1998-04-01 | 14.952169858681400 |
| 1998-05-01 | 14.893112046072801 |
| 1998-06-01 | 14.844886805817803 |
| 1998-07-01 | 14.318924679808800 |
| 1998-08-01 | 14.288380365927200 |
| 1998-09-01 | 14.235571410707900 |
| 1998-10-01 | 14.272197158715198 |
| 1998-11-01 | 14.123826307098902 |
| 1998-12-01 | 14.056351849423300 |
| 1999-01-01 | 14.453640488356900 |
| 1999-02-01 | 14.461109609853500 |
| 1999-03-01 | 14.517023122530300 |
| 1999-04-01 | 14.556342654586599 |
| 1999-05-01 | 14.487869707826500 |
| 1999-06-01 | 14.356211516278000 |
| 1999-07-01 | 15.113369150184100 |
| 1999-08-01 | 14.989028571268301 |
| 1999-09-01 | 14.939796764913199 |
| 1999-10-01 | 15.346211992571400 |
| 1999-11-01 | 15.190208352876400 |
| 1999-12-01 | 15.236100050591600 |
| 2000-01-01 | 15.163903015210000 |
| 2000-02-01 | 15.189933443604300 |
| 2000-03-01 | 15.329981573541401 |
| 2000-04-01 | 15.265943497320599 |
| 2000-05-01 | 15.285650789503200 |
| 2000-06-01 | 15.354967375214699 |
| 2000-07-01 | 15.515232131319400 |
| 2000-08-01 | 15.600102231856000 |
| 2000-09-01 | 15.640599238384400 |
| 2000-10-01 | 15.527983518968000 |
| 2000-11-01 | 15.556239316801600 |
| 2000-12-01 | 15.652819191817400 |
| 2001-01-01 | 15.458036026745500 |
| 2001-02-01 | 15.505142090258300 |
| 2001-03-01 | 15.330031690676599 |
| 2001-04-01 | 15.274508382875900 |
| 2001-05-01 | 15.283359804543600 |
| 2001-06-01 | 15.338781262223499 |
| 2001-07-01 | 15.820492753640100 |
| 2001-08-01 | 15.702503472632900 |
| 2001-09-01 | 15.839408868243801 |
| 2001-10-01 | 15.930142635938400 |
| 2001-11-01 | 15.940349147111700 |
| 2001-12-01 | 15.879439360976901 |
| 2002-01-01 | 16.056616628956498 |
| 2002-02-01 | 16.013162238458200 |
| 2002-03-01 | 16.133633642646200 |
| 2002-04-01 | 16.681701644714302 |
| 2002-05-01 | 16.587162298938100 |
| 2002-06-01 | 16.700522345856700 |
| 2002-07-01 | 16.430890659578700 |
| 2002-08-01 | 16.387213884858600 |
| 2002-09-01 | 16.427083365370200 |
| 2002-10-01 | 16.745527360838000 |
| 2002-11-01 | 16.838156217352600 |
| 2002-12-01 | 16.812640546636697 |
| 2003-01-01 | 16.859645975047800 |
| 2003-02-01 | 16.818755467680100 |
| 2003-03-01 | 16.934029693143400 |
| 2003-04-01 | 16.880295632228900 |
| 2003-05-01 | 16.880896744863502 |
| 2003-06-01 | 16.960725050231900 |
| 2003-07-01 | 16.837505351550800 |
| 2003-08-01 | 16.870522768858300 |
| 2003-09-01 | 16.919279048552700 |
| 2003-10-01 | 16.979869316204900 |
| 2003-11-01 | 16.867876895259400 |
| 2003-12-01 | 17.138259015380800 |
| 2004-01-01 | 17.756658643952697 |
| 2004-02-01 | 17.712384974737603 |
| 2004-03-01 | 17.720025310434398 |
| 2004-04-01 | 17.779737257046000 |
| 2004-05-01 | 17.783707702867602 |
| 2004-06-01 | 17.830038864985800 |
| 2004-07-01 | 18.334843994580300 |
| 2004-08-01 | 18.160172986298303 |
| 2004-09-01 | 18.108301043210698 |
| 2004-10-01 | 17.907396445507900 |
| 2004-11-01 | 17.900820081568998 |
| 2004-12-01 | 17.953106286632302 |
| 2005-01-01 | 17.828854656622300 |
| 2005-02-01 | 17.783221838322200 |
| 2005-03-01 | 17.895691436364900 |
| 2005-04-01 | 18.087074439012300 |
| 2005-05-01 | 18.095982111015400 |
| 2005-06-01 | 18.236824589111300 |
| 2005-07-01 | 18.127918325103103 |
| 2005-08-01 | 18.255535521918700 |
| 2005-09-01 | 18.594085481977800 |
| 2005-10-01 | 18.329489201679000 |
| 2005-11-01 | 18.444402518948000 |
| 2005-12-01 | 18.452828658615300 |
| 2006-01-01 | 18.396372930389898 |
| 2006-02-01 | 18.463050070047500 |
| 2006-03-01 | 18.480329434696600 |
| 2006-04-01 | 18.393420968563603 |
| 2006-05-01 | 18.513855736635800 |
| 2006-06-01 | 18.558184892787303 |
| 2006-07-01 | 18.623032586309100 |
| 2006-08-01 | 18.664971352441100 |
| 2006-09-01 | 18.688817932586200 |
| 2006-10-01 | 18.612255594922303 |
| 2006-11-01 | 18.672642369934398 |
| 2006-12-01 | 18.761144758296100 |
| 2007-01-01 | 18.748859992598300 |
| 2007-02-01 | 18.856439130508498 |
| 2007-03-01 | 18.787199279771897 |
| 2007-04-01 | 18.694432750319397 |
| 2007-05-01 | 18.615015647382000 |
| 2007-06-01 | 18.581792633866197 |
| 2007-07-01 | 18.631268847967900 |
| 2007-08-01 | 18.482370807675200 |
| 2007-09-01 | 18.401162423068600 |
| 2007-10-01 | 18.670535432161500 |
| 2007-11-01 | 18.577358988564900 |
| 2007-12-01 | 18.666291958602898 |
| 2008-01-01 | 18.710174182344800 |
| 2008-02-01 | 18.666880504451900 |
| 2008-03-01 | 18.709555833121700 |
| 2008-04-01 | 18.681276140197500 |
| 2008-05-01 | 18.818756555981500 |
| 2008-06-01 | 18.783076606435603 |
| 2008-07-01 | 18.939229097730202 |
| 2008-08-01 | 19.003956602695197 |
| 2008-09-01 | 19.013094787011102 |
| 2008-10-01 | 18.920024434436100 |
| 2008-11-01 | 18.966128871869000 |
| 2008-12-01 | 18.970090568867100 |
| 2009-01-01 | 19.188101395916700 |
| 2009-02-01 | 19.191227985731498 |
| 2009-03-01 | 19.254231976655397 |
| 2009-04-01 | 19.166528594916300 |
| 2009-05-01 | 19.112322278702603 |
| 2009-06-01 | 19.078884535333298 |
| 2009-07-01 | 19.046290887558502 |
| 2009-08-01 | 19.017693387754900 |
| 2009-09-01 | 19.016462174654300 |
| 2009-10-01 | 19.191971215123600 |
| 2009-11-01 | 19.148331088672897 |
| 2009-12-01 | 18.969705613690900 |
| 2010-01-01 | 19.281801049330802 |
| 2010-02-01 | 19.216251136520200 |
| 2010-03-01 | 19.193779425490998 |
| 2010-04-01 | 19.336659385868200 |
| 2010-05-01 | 19.306467962362200 |
| 2010-06-01 | 19.268833608694600 |
| 2010-07-01 | 19.149512753697000 |
| 2010-08-01 | 19.335113993095300 |
| 2010-09-01 | 19.219628968556500 |
| 2010-10-01 | 19.380847991762500 |
| 2010-11-01 | 19.330597786668900 |
| 2010-12-01 | 19.365201472895100 |
| 2011-01-01 | 19.082448264264000 |
| 2011-02-01 | 19.122167733948200 |
| 2011-03-01 | 19.219387906052300 |
| 2011-04-01 | 19.414876746552000 |
| 2011-05-01 | 19.491318403253600 |
| 2011-06-01 | 19.864992265405500 |
| 2011-07-01 | 19.957014757799800 |
| 2011-08-01 | 19.950238750798600 |
| 2011-09-01 | 20.019713842653100 |
| 2011-10-01 | 19.884271702523100 |
| 2011-11-01 | 19.916131995910803 |
| 2011-12-01 | 19.955664339006500 |
| 2012-01-01 | 19.496135734277700 |
| 2012-02-01 | 19.718866588207000 |
| 2012-03-01 | 19.623202780618200 |
| 2012-04-01 | 19.592805471505700 |
| 2012-05-01 | 19.685423237727800 |
| 2012-06-01 | 19.581616176132200 |
| 2012-07-01 | 19.254057125570900 |
| 2012-08-01 | 19.369116354159200 |
| 2012-09-01 | 19.527883970605800 |
| 2012-10-01 | 19.505056092857600 |
| 2012-11-01 | 19.623296504357900 |
| 2012-12-01 | 19.653858595691800 |
| 2013-01-01 | 19.800490801100800 |
| 2013-02-01 | 19.790634149608900 |
| 2013-03-01 | 19.802771522528600 |
| 2013-04-01 | 19.879538631538600 |
| 2013-05-01 | 19.764764449632200 |
| 2013-06-01 | 19.709054007266300 |
| 2013-07-01 | 19.858186083633500 |
| 2013-08-01 | 19.887720119449100 |
| 2013-09-01 | 19.835087376143300 |
| 2013-10-01 | 19.624189598436300 |
| 2013-11-01 | 19.833298713739300 |
| 2013-12-01 | 19.866541041940600 |
| 2014-01-01 | 19.897844554433103 |
| 2014-02-01 | 19.950532070237898 |
| 2014-03-01 | 19.962490375214102 |
| 2014-04-01 | 19.666476401460000 |
| 2014-05-01 | 19.755036891207300 |
| 2014-06-01 | 19.744971815459300 |
| 2014-07-01 | 19.662120433881398 |
| 2014-08-01 | 19.696674548179200 |
| 2014-09-01 | 19.750577012931302 |
| 2014-10-01 | 19.842704863366500 |
| 2014-11-01 | 19.847848354375802 |
| 2014-12-01 | 19.886847078478500 |
| 2015-01-01 | 19.785785597003800 |
| 2015-02-01 | 19.804791401034800 |
| 2015-03-01 | 19.921142498063200 |
| 2015-04-01 | 20.062027862311400 |
| 2015-05-01 | 20.037813978577002 |
| 2015-06-01 | 19.968435975966198 |
| 2015-07-01 | 20.178328349487500 |
| 2015-08-01 | 20.211086286482400 |
| 2015-09-01 | 20.170204593037397 |
| 2015-10-01 | 20.149244410106498 |
| 2015-11-01 | 20.150092788661198 |
| 2015-12-01 | 20.195616338687200 |
| 2016-01-01 | 20.282030792780002 |
| 2016-02-01 | 20.275154624379400 |
| 2016-03-01 | 20.293013442325900 |
| 2016-04-01 | 20.368454667032500 |
| 2016-05-01 | 20.432843056765100 |
| 2016-06-01 | 20.377093578786400 |
| 2016-07-01 | 20.381493393174697 |
| 2016-08-01 | 20.416290660014500 |
| 2016-09-01 | 20.481781719569900 |
| 2016-10-01 | 20.564862907992400 |
| 2016-11-01 | 20.553240541669700 |
| 2016-12-01 | 20.501536651565800 |
| 2017-01-01 | 20.570543786703700 |
| 2017-02-01 | 20.745539804687000 |
| 2017-03-01 | 20.778182047760300 |
| 2017-04-01 | 20.794347506088000 |
| 2017-05-01 | 20.828722988508197 |
| 2017-06-01 | 20.976196017467900 |
| 2017-07-01 | 21.079687614272900 |
| 2017-08-01 | 21.231086962030400 |
| 2017-09-01 | 21.281102147451000 |
| 2017-10-01 | 21.271255248522600 |
| 2017-11-01 | 21.449204138830300 |
| 2017-12-01 | 21.500299854772300 |
| 2018-01-01 | 21.562691712650600 |
| 2018-02-01 | 21.526254521635300 |
| 2018-03-01 | 21.575623792140604 |
| 2018-04-01 | 21.625707267047602 |
| 2018-05-01 | 21.641156188050500 |
| 2018-06-01 | 21.572801686492300 |
| 2018-07-01 | 21.365208516882300 |
| 2018-08-01 | 21.428279917298300 |
| 2018-09-01 | 21.481545915351000 |
| 2018-10-01 | 21.574215743518100 |
| 2018-11-01 | 21.646667332855900 |
| 2018-12-01 | 21.793916519328300 |
| 2019-01-01 | 21.855140102032898 |
| 2019-02-01 | 21.915715775071000 |
| 2019-03-01 | 22.086840605756898 |
| 2019-04-01 | 21.963987400278803 |
| 2019-05-01 | 22.051462671405396 |
| 2019-06-01 | 22.056401097176800 |
| 2019-07-01 | 22.047434496669897 |
| 2019-08-01 | 22.127725745635600 |
| 2019-09-01 | 22.180743369412998 |
| 2019-10-01 | 22.169886353025000 |
| 2019-11-01 | 22.239909593059900 |
| 2019-12-01 | 22.281475624082304 |
| 2020-01-01 | 22.656178273876100 |
| 2020-02-01 | 22.719882846630500 |
| 2020-03-01 | 22.809948788055397 |
| 2020-04-01 | 20.286601170382500 |
| 2020-05-01 | 19.768126520415898 |
| 2020-06-01 | 20.640952696749302 |
| 2020-07-01 | 21.032383539288602 |
| 2020-08-01 | 21.206780302425102 |
| 2020-09-01 | 21.483174093232897 |
| 2020-10-01 | 21.869258251078600 |
| 2020-11-01 | 21.538437917522900 |
| 2020-12-01 | 21.777456483164100 |
| 2021-01-01 | 21.758125653217302 |
| 2021-02-01 | 21.728499478891200 |
| 2021-03-01 | 21.829554323377800 |
| 2021-04-01 | 21.913126383304000 |
| 2021-05-01 | 21.867110350343104 |
| 2021-06-01 | 21.915037897668100 |
| 2021-07-01 | 21.915440494482002 |
| 2021-08-01 | 21.890816111710400 |
| 2021-09-01 | 21.782116721926897 |
| 2021-10-01 | 21.967834555177603 |
| 2021-11-01 | 21.934351923684300 |
| 2021-12-01 | 21.973888294131500 |
| 2022-01-01 | 21.971063496145100 |
| 2022-02-01 | 22.047003083876400 |
| 2022-03-01 | 22.046817476573300 |
| 2022-04-01 | 22.114990798418198 |
| 2022-05-01 | 22.268667740111603 |
| 2022-06-01 | 22.294120597022200 |
| 2022-07-01 | 22.208449785386100 |
| 2022-08-01 | 22.171100056091800 |
| 2022-09-01 | 22.187124759116603 |
| 2022-10-01 | 22.068940998861798 |
| 2022-11-01 | 22.130422093434202 |
| 2022-12-01 | 22.070852022179700 |
| 2023-01-01 | 22.186225128018400 |
| 2023-02-01 | 22.166505039893900 |
| 2023-03-01 | 22.057631949760300 |
| 2023-04-01 | 22.007394064036603 |
| 2023-05-01 | 21.959432741303100 |
| 2023-06-01 | 21.977474345121300 |
| 2023-07-01 | 22.209956356689602 |
| 2023-08-01 | 22.166559545088500 |
| 2023-09-01 | 21.989414142964300 |
| 2023-10-01 | 22.175974996395396 |
| 2023-11-01 | 22.229687473017997 |
| 2023-12-01 | 22.267021838083200 |
| 2024-01-01 | 21.992216307464800 |
| 2024-02-01 | 22.279256006072803 |
| 2024-03-01 | 22.360438256135200 |
| 2024-04-01 | 22.399210646599997 |
| 2024-05-01 | 22.453509822986200 |
| 2024-06-01 | 22.468872627125300 |
| 2024-07-01 | 22.415539628115000 |
| 2024-08-01 | 22.360088686213400 |
| 2024-09-01 | 22.388578654890200 |
