Table Data - All Employees: Trade, Transportation, and Utilities in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Trade, Transportation, and Utilities in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | KALA026TRAD |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-10-01 |
| Last Updated | 2024-11-20 6:37 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 | 20.952431613797800 |
| 1990-02-01 | 20.984662584317600 |
| 1990-03-01 | 21.042711981005100 |
| 1990-04-01 | 20.716041896922800 |
| 1990-05-01 | 20.873287228535800 |
| 1990-06-01 | 20.546482724664603 |
| 1990-07-01 | 20.516649760163897 |
| 1990-08-01 | 20.419980211420200 |
| 1990-09-01 | 20.512788440636500 |
| 1990-10-01 | 20.524947704052103 |
| 1990-11-01 | 20.482748416269104 |
| 1990-12-01 | 20.504808103937897 |
| 1991-01-01 | 20.863934796903397 |
| 1991-02-01 | 20.692868915516400 |
| 1991-03-01 | 20.757104256039800 |
| 1991-04-01 | 20.730789691086700 |
| 1991-05-01 | 20.678262574641200 |
| 1991-06-01 | 20.737349173170198 |
| 1991-07-01 | 20.694021099200100 |
| 1991-08-01 | 20.818274135628500 |
| 1991-09-01 | 20.807128443243002 |
| 1991-10-01 | 20.716627133965698 |
| 1991-11-01 | 20.767642474814302 |
| 1991-12-01 | 21.000089306990300 |
| 1992-01-01 | 21.075046146517302 |
| 1992-02-01 | 21.006912230150000 |
| 1992-03-01 | 20.985361697551000 |
| 1992-04-01 | 21.344228462676900 |
| 1992-05-01 | 21.300576856677200 |
| 1992-06-01 | 21.527389462629298 |
| 1992-07-01 | 21.257993139233697 |
| 1992-08-01 | 21.309819714609603 |
| 1992-09-01 | 21.308483499185500 |
| 1992-10-01 | 21.508625490386702 |
| 1992-11-01 | 21.538777989146400 |
| 1992-12-01 | 21.485221142499700 |
| 1993-01-01 | 21.487054143373500 |
| 1993-02-01 | 21.621355647296400 |
| 1993-03-01 | 21.619771987488498 |
| 1993-04-01 | 21.562225886150102 |
| 1993-05-01 | 21.326815501963800 |
| 1993-06-01 | 21.726328395650600 |
| 1993-07-01 | 22.013577430896300 |
| 1993-08-01 | 22.003303500103602 |
| 1993-09-01 | 22.026217001407400 |
| 1993-10-01 | 21.894013093568800 |
| 1993-11-01 | 21.901119424663800 |
| 1993-12-01 | 21.862134981576400 |
| 1994-01-01 | 21.808843056173803 |
| 1994-02-01 | 21.823212909233200 |
| 1994-03-01 | 21.944662034323300 |
| 1994-04-01 | 22.083440980416004 |
| 1994-05-01 | 22.358349670892700 |
| 1994-06-01 | 22.535660981890600 |
| 1994-07-01 | 22.581469013016502 |
| 1994-08-01 | 22.380664703926700 |
| 1994-09-01 | 22.537045099186802 |
| 1994-10-01 | 22.589725140712900 |
| 1994-11-01 | 22.574363673544802 |
| 1994-12-01 | 22.524153111410698 |
| 1995-01-01 | 22.751296970195800 |
| 1995-02-01 | 22.727876444961200 |
| 1995-03-01 | 22.756955390189100 |
| 1995-04-01 | 22.793858152610397 |
| 1995-05-01 | 22.664632776558598 |
| 1995-06-01 | 22.734294112766104 |
| 1995-07-01 | 22.863795903669700 |
| 1995-08-01 | 22.881385192243200 |
| 1995-09-01 | 22.956232559081602 |
| 1995-10-01 | 23.080925101182200 |
| 1995-11-01 | 23.251589335517000 |
| 1995-12-01 | 23.293055197403802 |
| 1996-01-01 | 23.510143634437103 |
| 1996-02-01 | 23.435022663506400 |
| 1996-03-01 | 23.350657465013900 |
| 1996-04-01 | 23.078316334680000 |
| 1996-05-01 | 23.049071088330997 |
| 1996-06-01 | 23.126434520677700 |
| 1996-07-01 | 23.370100513198500 |
| 1996-08-01 | 23.486228071508400 |
| 1996-09-01 | 23.383342223732900 |
| 1996-10-01 | 23.480898747077300 |
| 1996-11-01 | 23.535012174582300 |
| 1996-12-01 | 23.672755126840897 |
| 1997-01-01 | 23.570895689419302 |
| 1997-02-01 | 23.547106567835197 |
| 1997-03-01 | 23.432905386107503 |
| 1997-04-01 | 23.442870732602900 |
| 1997-05-01 | 23.413057051991302 |
| 1997-06-01 | 23.403989888024398 |
| 1997-07-01 | 23.293428717205200 |
| 1997-08-01 | 23.402278521720902 |
| 1997-09-01 | 23.419192011635698 |
| 1997-10-01 | 23.180585619995200 |
| 1997-11-01 | 23.013497920786800 |
| 1997-12-01 | 23.276717407194900 |
| 1998-01-01 | 23.130721059995103 |
| 1998-02-01 | 23.265866512920400 |
| 1998-03-01 | 23.108482121364500 |
| 1998-04-01 | 23.498337500592605 |
| 1998-05-01 | 23.560823018154500 |
| 1998-06-01 | 23.670692210471696 |
| 1998-07-01 | 23.626648702963000 |
| 1998-08-01 | 23.506237078257900 |
| 1998-09-01 | 23.644805209973303 |
| 1998-10-01 | 23.692794615367898 |
| 1998-11-01 | 23.710802391882100 |
| 1998-12-01 | 23.617145671402398 |
| 1999-01-01 | 23.373344965795997 |
| 1999-02-01 | 23.473621611440800 |
| 1999-03-01 | 23.582618533908600 |
| 1999-04-01 | 24.553776065342102 |
| 1999-05-01 | 24.707171279737896 |
| 1999-06-01 | 24.639352166273000 |
| 1999-07-01 | 24.748279461704602 |
| 1999-08-01 | 24.706862066108798 |
| 1999-09-01 | 24.649173607560897 |
| 1999-10-01 | 25.012809337679602 |
| 1999-11-01 | 25.118800783258700 |
| 1999-12-01 | 25.084992545658302 |
| 2000-01-01 | 25.200344603082400 |
| 2000-02-01 | 25.182789514877700 |
| 2000-03-01 | 25.158802408147398 |
| 2000-04-01 | 25.005217520379000 |
| 2000-05-01 | 24.854079768985100 |
| 2000-06-01 | 24.921222739579395 |
| 2000-07-01 | 24.763810223661498 |
| 2000-08-01 | 24.797385433102900 |
| 2000-09-01 | 24.849349719437200 |
| 2000-10-01 | 24.832979373293700 |
| 2000-11-01 | 24.931880345403500 |
| 2000-12-01 | 25.251578297347002 |
| 2001-01-01 | 24.915688189716000 |
| 2001-02-01 | 24.779508283629998 |
| 2001-03-01 | 24.549378969859700 |
| 2001-04-01 | 25.172839952824700 |
| 2001-05-01 | 25.213864293863200 |
| 2001-06-01 | 24.821972460647697 |
| 2001-07-01 | 24.660416619123100 |
| 2001-08-01 | 24.682416538377600 |
| 2001-09-01 | 24.526635880795197 |
| 2001-10-01 | 24.547535076654000 |
| 2001-11-01 | 24.551118953613100 |
| 2001-12-01 | 24.601181855796600 |
| 2002-01-01 | 24.936586978884300 |
| 2002-02-01 | 25.189134843643900 |
| 2002-03-01 | 25.462926189421800 |
| 2002-04-01 | 25.150161555589400 |
| 2002-05-01 | 25.166197942904300 |
| 2002-06-01 | 25.109704403184600 |
| 2002-07-01 | 25.349534225330400 |
| 2002-08-01 | 25.471270711737700 |
| 2002-09-01 | 25.506245304686700 |
| 2002-10-01 | 25.154929600451700 |
| 2002-11-01 | 25.075748880976896 |
| 2002-12-01 | 25.038475023855500 |
| 2003-01-01 | 26.363668437544800 |
| 2003-02-01 | 26.291242553478998 |
| 2003-03-01 | 26.386764610229303 |
| 2003-04-01 | 26.339775285939698 |
| 2003-05-01 | 26.220267631926000 |
| 2003-06-01 | 26.190445447555298 |
| 2003-07-01 | 26.029112785816604 |
| 2003-08-01 | 26.078744012287103 |
| 2003-09-01 | 25.782672792032297 |
| 2003-10-01 | 26.157456043790700 |
| 2003-11-01 | 26.196217315547400 |
| 2003-12-01 | 26.164434743023300 |
| 2004-01-01 | 25.784509585388900 |
| 2004-02-01 | 25.607568422045002 |
| 2004-03-01 | 25.602084321005997 |
| 2004-04-01 | 25.634530769522500 |
| 2004-05-01 | 25.682393071165500 |
| 2004-06-01 | 25.549766934129000 |
| 2004-07-01 | 25.720355020693496 |
| 2004-08-01 | 25.502598403414396 |
| 2004-09-01 | 25.582143191083500 |
| 2004-10-01 | 25.556608309183503 |
| 2004-11-01 | 25.403858435455103 |
| 2004-12-01 | 25.380863969299003 |
| 2005-01-01 | 25.385773402402602 |
| 2005-02-01 | 25.415845002315002 |
| 2005-03-01 | 25.306512000142003 |
| 2005-04-01 | 25.342775948488303 |
| 2005-05-01 | 25.362903069537897 |
| 2005-06-01 | 25.314034861914898 |
| 2005-07-01 | 25.218208597396004 |
| 2005-08-01 | 25.123544506452200 |
| 2005-09-01 | 24.980125521834502 |
| 2005-10-01 | 24.757502795172300 |
| 2005-11-01 | 24.919685835800100 |
| 2005-12-01 | 24.793804847045603 |
| 2006-01-01 | 24.766874450327300 |
| 2006-02-01 | 24.816869174273000 |
| 2006-03-01 | 24.806348981750396 |
| 2006-04-01 | 24.751234956318697 |
| 2006-05-01 | 24.769881518378302 |
| 2006-06-01 | 24.673710413867504 |
| 2006-07-01 | 24.518435949983600 |
| 2006-08-01 | 24.428082026269200 |
| 2006-09-01 | 24.385083272308602 |
| 2006-10-01 | 24.365720125462104 |
| 2006-11-01 | 24.335710222585803 |
| 2006-12-01 | 24.317836372963100 |
| 2007-01-01 | 25.340524014174400 |
| 2007-02-01 | 25.105819598740700 |
| 2007-03-01 | 25.101013940819000 |
| 2007-04-01 | 24.956843630654898 |
| 2007-05-01 | 24.791682796377103 |
| 2007-06-01 | 24.856888777052898 |
| 2007-07-01 | 24.701806056316400 |
| 2007-08-01 | 24.718611932489500 |
| 2007-09-01 | 24.787412990536500 |
| 2007-10-01 | 24.676383719823104 |
| 2007-11-01 | 24.453077678103500 |
| 2007-12-01 | 24.637256172809302 |
| 2008-01-01 | 24.712467267188803 |
| 2008-02-01 | 24.903506089512400 |
| 2008-03-01 | 24.694191809699300 |
| 2008-04-01 | 24.463348996809202 |
| 2008-05-01 | 24.634229384924698 |
| 2008-06-01 | 24.437501388415200 |
| 2008-07-01 | 24.375819682759800 |
| 2008-08-01 | 24.506771349350900 |
| 2008-09-01 | 24.383557654820700 |
| 2008-10-01 | 24.485332436242200 |
| 2008-11-01 | 24.159235756665897 |
| 2008-12-01 | 24.145239705324300 |
| 2009-01-01 | 23.902680040980503 |
| 2009-02-01 | 23.912975795942803 |
| 2009-03-01 | 23.595756865863800 |
| 2009-04-01 | 23.568819153905803 |
| 2009-05-01 | 23.367209445160498 |
| 2009-06-01 | 23.332566270861200 |
| 2009-07-01 | 23.234114633779500 |
| 2009-08-01 | 23.088236369039603 |
| 2009-09-01 | 22.988534240473104 |
| 2009-10-01 | 22.896639820616898 |
| 2009-11-01 | 22.857704392251200 |
| 2009-12-01 | 22.743979688938698 |
| 2010-01-01 | 23.102709206588300 |
| 2010-02-01 | 22.913995510110897 |
| 2010-03-01 | 22.803468787448000 |
| 2010-04-01 | 23.282396131998300 |
| 2010-05-01 | 23.204976678229700 |
| 2010-06-01 | 23.224794297054100 |
| 2010-07-01 | 23.390173764729000 |
| 2010-08-01 | 23.260370616232300 |
| 2010-09-01 | 23.291315906610304 |
| 2010-10-01 | 23.418491905309200 |
| 2010-11-01 | 23.450267662610802 |
| 2010-12-01 | 23.449620724148897 |
| 2011-01-01 | 23.512360462214602 |
| 2011-02-01 | 23.410398872776200 |
| 2011-03-01 | 23.506595180687400 |
| 2011-04-01 | 23.391064319328297 |
| 2011-05-01 | 23.225408242673698 |
| 2011-06-01 | 23.619755078416702 |
| 2011-07-01 | 23.552013940482603 |
| 2011-08-01 | 23.537251933091397 |
| 2011-09-01 | 23.715634282206203 |
| 2011-10-01 | 23.642890470570700 |
| 2011-11-01 | 23.544001452741604 |
| 2011-12-01 | 23.653395875586800 |
| 2012-01-01 | 23.500527088457900 |
| 2012-02-01 | 23.492566641879698 |
| 2012-03-01 | 23.508858163473302 |
| 2012-04-01 | 23.607403168945900 |
| 2012-05-01 | 23.542813093987800 |
| 2012-06-01 | 23.510616132243800 |
| 2012-07-01 | 23.541013234647302 |
| 2012-08-01 | 23.727316315244604 |
| 2012-09-01 | 23.528124263772900 |
| 2012-10-01 | 23.557144100810500 |
| 2012-11-01 | 23.843607108218798 |
| 2012-12-01 | 23.754574403544698 |
| 2013-01-01 | 23.780460922189498 |
| 2013-02-01 | 23.880089196738400 |
| 2013-03-01 | 23.919710732391600 |
| 2013-04-01 | 23.812430598937603 |
| 2013-05-01 | 23.835663782514100 |
| 2013-06-01 | 23.907899911677603 |
| 2013-07-01 | 24.045539097168497 |
| 2013-08-01 | 24.228654913309697 |
| 2013-09-01 | 24.353918206009700 |
| 2013-10-01 | 24.165029289796500 |
| 2013-11-01 | 24.245084970910803 |
| 2013-12-01 | 24.253110337407797 |
| 2014-01-01 | 24.240962270556500 |
| 2014-02-01 | 24.459364567684500 |
| 2014-03-01 | 24.530308519120897 |
| 2014-04-01 | 24.616071744670300 |
| 2014-05-01 | 24.732058369591900 |
| 2014-06-01 | 25.018323675385500 |
| 2014-07-01 | 24.967983668747000 |
| 2014-08-01 | 24.936161293677300 |
| 2014-09-01 | 24.862146633121800 |
| 2014-10-01 | 25.061064330414200 |
| 2014-11-01 | 25.038033682357398 |
| 2014-12-01 | 25.149259452892300 |
| 2015-01-01 | 25.406148137979496 |
| 2015-02-01 | 25.460563759443602 |
| 2015-03-01 | 25.339264073462800 |
| 2015-04-01 | 25.413971345885000 |
| 2015-05-01 | 25.423569579728700 |
| 2015-06-01 | 25.426742945792200 |
| 2015-07-01 | 25.190723909101300 |
| 2015-08-01 | 25.357231152879898 |
| 2015-09-01 | 25.479278108716397 |
| 2015-10-01 | 25.549082280304898 |
| 2015-11-01 | 25.519193989991496 |
| 2015-12-01 | 25.542196433921298 |
| 2016-01-01 | 25.454819574924898 |
| 2016-02-01 | 25.362296201269697 |
| 2016-03-01 | 25.343733356007398 |
| 2016-04-01 | 25.626664622445396 |
| 2016-05-01 | 25.829134598359200 |
| 2016-06-01 | 25.847100582189900 |
| 2016-07-01 | 25.925311147519697 |
| 2016-08-01 | 25.881967517491102 |
| 2016-09-01 | 25.974432832357300 |
| 2016-10-01 | 26.024450170507800 |
| 2016-11-01 | 26.090347962378000 |
| 2016-12-01 | 26.021541280771300 |
| 2017-01-01 | 26.411818219484200 |
| 2017-02-01 | 26.465720394099100 |
| 2017-03-01 | 26.553794323751802 |
| 2017-04-01 | 26.549608329744200 |
| 2017-05-01 | 26.452373898005900 |
| 2017-06-01 | 26.370018242995100 |
| 2017-07-01 | 26.448056318612700 |
| 2017-08-01 | 26.604894123367000 |
| 2017-09-01 | 26.562922314263700 |
| 2017-10-01 | 26.504620523002800 |
| 2017-11-01 | 26.559537036223997 |
| 2017-12-01 | 26.699878548299104 |
| 2018-01-01 | 26.378148816134100 |
| 2018-02-01 | 26.451965641884303 |
| 2018-03-01 | 26.645385823989200 |
| 2018-04-01 | 26.676221866203200 |
| 2018-05-01 | 26.798973430644303 |
| 2018-06-01 | 26.910984403644200 |
| 2018-07-01 | 26.751696072177000 |
| 2018-08-01 | 26.814507596323800 |
| 2018-09-01 | 26.748723279601700 |
| 2018-10-01 | 26.793456458925600 |
| 2018-11-01 | 26.845455744120603 |
| 2018-12-01 | 26.672071429747895 |
| 2019-01-01 | 26.671574118925600 |
| 2019-02-01 | 26.525501749196700 |
| 2019-03-01 | 26.430540807752900 |
| 2019-04-01 | 26.395069715803103 |
| 2019-05-01 | 26.440734658732600 |
| 2019-06-01 | 26.336843018954600 |
| 2019-07-01 | 26.331792756048102 |
| 2019-08-01 | 26.327178970640396 |
| 2019-09-01 | 26.339761314454000 |
| 2019-10-01 | 26.403335311538200 |
| 2019-11-01 | 26.358854251599897 |
| 2019-12-01 | 26.367615243447500 |
| 2020-01-01 | 26.564886409053198 |
| 2020-02-01 | 26.595774179723897 |
| 2020-03-01 | 26.404550345333700 |
| 2020-04-01 | 21.988844595938800 |
| 2020-05-01 | 22.856830688523500 |
| 2020-06-01 | 24.049033696307696 |
| 2020-07-01 | 24.609065349130898 |
| 2020-08-01 | 24.846015460352604 |
| 2020-09-01 | 25.244300851977400 |
| 2020-10-01 | 25.527107601038605 |
| 2020-11-01 | 25.503566653606500 |
| 2020-12-01 | 25.571111482470304 |
| 2021-01-01 | 25.456767576733900 |
| 2021-02-01 | 25.559732055380103 |
| 2021-03-01 | 25.773618460963103 |
| 2021-04-01 | 25.772085285518000 |
| 2021-05-01 | 25.755214411009998 |
| 2021-06-01 | 25.846053825052500 |
| 2021-07-01 | 26.083266306306800 |
| 2021-08-01 | 26.073026784068603 |
| 2021-09-01 | 25.950709949451500 |
| 2021-10-01 | 26.256328866745000 |
| 2021-11-01 | 26.357264481984100 |
| 2021-12-01 | 26.690491130767000 |
| 2022-01-01 | 26.553263442570895 |
| 2022-02-01 | 26.737337762911000 |
| 2022-03-01 | 26.631039693542398 |
| 2022-04-01 | 26.640951160330400 |
| 2022-05-01 | 26.535097834945002 |
| 2022-06-01 | 26.041099347801104 |
| 2022-07-01 | 26.264280101721898 |
| 2022-08-01 | 26.091825012706900 |
| 2022-09-01 | 26.077684283259600 |
| 2022-10-01 | 25.580853681976600 |
| 2022-11-01 | 25.211489265468803 |
| 2022-12-01 | 25.303136363042604 |
| 2023-01-01 | 25.552625807476396 |
| 2023-02-01 | 25.414774259113700 |
| 2023-03-01 | 25.597562256606302 |
| 2023-04-01 | 25.717078544409600 |
| 2023-05-01 | 25.909701804014603 |
| 2023-06-01 | 25.832959525459500 |
| 2023-07-01 | 25.556543573526500 |
| 2023-08-01 | 25.607038313669896 |
| 2023-09-01 | 25.296395997325500 |
| 2023-10-01 | 25.596669914400398 |
| 2023-11-01 | 25.542131870148000 |
| 2023-12-01 | 25.624733879089302 |
| 2024-01-01 | 25.647323420641800 |
| 2024-02-01 | 25.809838874155197 |
| 2024-03-01 | 25.578637971568800 |
| 2024-04-01 | 25.399154208610300 |
| 2024-05-01 | 25.380521030125898 |
| 2024-06-01 | 25.422230466753398 |
| 2024-07-01 | 25.561307652478300 |
| 2024-08-01 | 25.516598716900300 |
| 2024-09-01 | 25.614971743719803 |
| 2024-10-01 | 25.799074931116800 |
