Table Data - All Employees: Wholesale Trade in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Wholesale Trade in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | SMU26280204100000001SA |
| 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 | 3.73539456733252 |
| 1990-02-01 | 3.73778049496021 |
| 1990-03-01 | 3.77642190670649 |
| 1990-04-01 | 3.78279615910356 |
| 1990-05-01 | 3.85471454625219 |
| 1990-06-01 | 3.78677143550339 |
| 1990-07-01 | 3.80343530190805 |
| 1990-08-01 | 3.90573019344721 |
| 1990-09-01 | 3.81610563211471 |
| 1990-10-01 | 3.82272502898669 |
| 1990-11-01 | 3.78661778826957 |
| 1990-12-01 | 3.79024836827257 |
| 1991-01-01 | 3.53239716378588 |
| 1991-02-01 | 3.53560514590027 |
| 1991-03-01 | 3.48039800461706 |
| 1991-04-01 | 3.48477834413120 |
| 1991-05-01 | 3.46238228702242 |
| 1991-06-01 | 3.48877793261123 |
| 1991-07-01 | 3.39530290875514 |
| 1991-08-01 | 3.40564156109081 |
| 1991-09-01 | 3.31364487128989 |
| 1991-10-01 | 3.51925788893584 |
| 1991-11-01 | 3.38990944132682 |
| 1991-12-01 | 3.39322952924294 |
| 1992-01-01 | 3.32823982417061 |
| 1992-02-01 | 3.33187188982486 |
| 1992-03-01 | 3.38745247191229 |
| 1992-04-01 | 3.38463896672197 |
| 1992-05-01 | 3.37186015542443 |
| 1992-06-01 | 3.38513939834863 |
| 1992-07-01 | 3.38451869561918 |
| 1992-08-01 | 3.40687729767499 |
| 1992-09-01 | 3.41530062756219 |
| 1992-10-01 | 3.41565048333881 |
| 1992-11-01 | 3.49279449054857 |
| 1992-12-01 | 3.49246507412560 |
| 1993-01-01 | 3.52571615677618 |
| 1993-02-01 | 3.53582859978862 |
| 1993-03-01 | 3.59553243338968 |
| 1993-04-01 | 3.48428555692248 |
| 1993-05-01 | 3.47917114183044 |
| 1993-06-01 | 3.48136312089349 |
| 1993-07-01 | 3.57198002802661 |
| 1993-08-01 | 3.50499790248490 |
| 1993-09-01 | 3.62053873744605 |
| 1993-10-01 | 3.51001961540922 |
| 1993-11-01 | 3.49879127980251 |
| 1993-12-01 | 3.48916283034077 |
| 1994-01-01 | 3.51951851941639 |
| 1994-02-01 | 3.43506732447506 |
| 1994-03-01 | 3.61007278570723 |
| 1994-04-01 | 3.68617152828486 |
| 1994-05-01 | 3.68233076779379 |
| 1994-06-01 | 3.67781807433619 |
| 1994-07-01 | 3.76282397601696 |
| 1994-08-01 | 3.70140041607426 |
| 1994-09-01 | 3.72128940434500 |
| 1994-10-01 | 3.70427116838896 |
| 1994-11-01 | 3.70796796332288 |
| 1994-12-01 | 3.67967769189926 |
| 1995-01-01 | 3.71581107580110 |
| 1995-02-01 | 3.73942690311780 |
| 1995-03-01 | 3.72780446102074 |
| 1995-04-01 | 3.78970649457055 |
| 1995-05-01 | 3.78101072592461 |
| 1995-06-01 | 3.87517213011802 |
| 1995-07-01 | 3.85865800604625 |
| 1995-08-01 | 3.89935858204824 |
| 1995-09-01 | 3.91883794652614 |
| 1995-10-01 | 3.99847769951002 |
| 1995-11-01 | 4.01609487617624 |
| 1995-12-01 | 4.06807253482060 |
| 1996-01-01 | 4.11673022820866 |
| 1996-02-01 | 4.03932655621852 |
| 1996-03-01 | 4.04632633859275 |
| 1996-04-01 | 3.99416561893179 |
| 1996-05-01 | 3.97589217180921 |
| 1996-06-01 | 3.97432658650550 |
| 1996-07-01 | 3.95917516522580 |
| 1996-08-01 | 4.00149169974680 |
| 1996-09-01 | 3.91140886364039 |
| 1996-10-01 | 3.99727975442153 |
| 1996-11-01 | 3.91832030957558 |
| 1996-12-01 | 3.96154689524149 |
| 1997-01-01 | 3.91689224037747 |
| 1997-02-01 | 3.93555474951478 |
| 1997-03-01 | 3.95205789023868 |
| 1997-04-01 | 3.99559080956125 |
| 1997-05-01 | 4.07263996698205 |
| 1997-06-01 | 3.97584981204647 |
| 1997-07-01 | 3.96193622269697 |
| 1997-08-01 | 4.10417223036992 |
| 1997-09-01 | 4.00623074429594 |
| 1997-10-01 | 3.90220353286503 |
| 1997-11-01 | 3.91780055499280 |
| 1997-12-01 | 3.95934339842074 |
| 1998-01-01 | 3.92425842915595 |
| 1998-02-01 | 3.92777580212159 |
| 1998-03-01 | 3.84487022612397 |
| 1998-04-01 | 3.89286113879511 |
| 1998-05-01 | 3.86618308784631 |
| 1998-06-01 | 3.98355233792836 |
| 1998-07-01 | 3.96962825320097 |
| 1998-08-01 | 3.90389864548396 |
| 1998-09-01 | 4.00267746164408 |
| 1998-10-01 | 4.01450987520257 |
| 1998-11-01 | 4.01837411050633 |
| 1998-12-01 | 3.96523642629875 |
| 1999-01-01 | 3.93117019801251 |
| 1999-02-01 | 3.91335418254465 |
| 1999-03-01 | 3.93087834837955 |
| 1999-04-01 | 3.78628704051658 |
| 1999-05-01 | 3.86281852818376 |
| 1999-06-01 | 3.78636167543705 |
| 1999-07-01 | 3.88258940256333 |
| 1999-08-01 | 3.80313900635936 |
| 1999-09-01 | 3.70311441953374 |
| 1999-10-01 | 3.92470769352375 |
| 1999-11-01 | 3.91988517308550 |
| 1999-12-01 | 3.78091593729616 |
| 2000-01-01 | 3.84027752879732 |
| 2000-02-01 | 3.79637116070782 |
| 2000-03-01 | 3.80887071423432 |
| 2000-04-01 | 3.87456781393555 |
| 2000-05-01 | 3.85646843403500 |
| 2000-06-01 | 3.88413320298546 |
| 2000-07-01 | 3.89960910653160 |
| 2000-08-01 | 3.90189791678508 |
| 2000-09-01 | 3.91055593743897 |
| 2000-10-01 | 3.83165821758867 |
| 2000-11-01 | 3.92294115202857 |
| 2000-12-01 | 3.99714844251284 |
| 2001-01-01 | 3.94868946357572 |
| 2001-02-01 | 3.98396045195901 |
| 2001-03-01 | 3.98732633138652 |
| 2001-04-01 | 3.96084862978805 |
| 2001-05-01 | 3.95142130922744 |
| 2001-06-01 | 3.87700704604444 |
| 2001-07-01 | 3.81431898718438 |
| 2001-08-01 | 3.89973672519194 |
| 2001-09-01 | 3.81852941459980 |
| 2001-10-01 | 3.83373087855362 |
| 2001-11-01 | 3.82783759516476 |
| 2001-12-01 | 3.81033077047220 |
| 2002-01-01 | 4.16095030295636 |
| 2002-02-01 | 4.18158079477608 |
| 2002-03-01 | 4.16926407269563 |
| 2002-04-01 | 4.05045313771745 |
| 2002-05-01 | 4.03956869454312 |
| 2002-06-01 | 4.06838266828485 |
| 2002-07-01 | 4.02306512893228 |
| 2002-08-01 | 4.09505470581583 |
| 2002-09-01 | 4.12832044953740 |
| 2002-10-01 | 4.13756713412557 |
| 2002-11-01 | 4.13327661725050 |
| 2002-12-01 | 4.11941466188809 |
| 2003-01-01 | 4.37219662607446 |
| 2003-02-01 | 4.29065597299129 |
| 2003-03-01 | 4.26015181044943 |
| 2003-04-01 | 4.34618161992618 |
| 2003-05-01 | 4.42693589037026 |
| 2003-06-01 | 4.35375225722817 |
| 2003-07-01 | 4.21850089718850 |
| 2003-08-01 | 4.19281221272542 |
| 2003-09-01 | 4.22959448207342 |
| 2003-10-01 | 4.23619805300963 |
| 2003-11-01 | 4.23812013263584 |
| 2003-12-01 | 4.22559827963945 |
| 2004-01-01 | 4.17499623475774 |
| 2004-02-01 | 4.20822786812346 |
| 2004-03-01 | 4.26096949337550 |
| 2004-04-01 | 4.25069736161989 |
| 2004-05-01 | 4.22015239316698 |
| 2004-06-01 | 4.14957163629987 |
| 2004-07-01 | 4.30322428479979 |
| 2004-08-01 | 4.19191534986488 |
| 2004-09-01 | 4.22836100053270 |
| 2004-10-01 | 4.23493753807424 |
| 2004-11-01 | 4.23651692288103 |
| 2004-12-01 | 4.22575936586109 |
| 2005-01-01 | 4.28232188674120 |
| 2005-02-01 | 4.22909687152504 |
| 2005-03-01 | 4.26608594618332 |
| 2005-04-01 | 4.25576695784622 |
| 2005-05-01 | 4.30876940223706 |
| 2005-06-01 | 4.34809606607191 |
| 2005-07-01 | 4.38661586054584 |
| 2005-08-01 | 4.39132420797048 |
| 2005-09-01 | 4.32209718381008 |
| 2005-10-01 | 4.33601039718941 |
| 2005-11-01 | 4.33605933602517 |
| 2005-12-01 | 4.32180154426684 |
| 2006-01-01 | 4.28377502157323 |
| 2006-02-01 | 4.24527732603074 |
| 2006-03-01 | 4.27775161551446 |
| 2006-04-01 | 4.25793005431561 |
| 2006-05-01 | 4.29884075857769 |
| 2006-06-01 | 4.35289060374315 |
| 2006-07-01 | 4.38054093146782 |
| 2006-08-01 | 4.38974953356104 |
| 2006-09-01 | 4.41788829387721 |
| 2006-10-01 | 4.43541007374728 |
| 2006-11-01 | 4.42915537841785 |
| 2006-12-01 | 4.41373554475665 |
| 2007-01-01 | 4.69383349279522 |
| 2007-02-01 | 4.66331659536755 |
| 2007-03-01 | 4.69059917404023 |
| 2007-04-01 | 4.75348137364456 |
| 2007-05-01 | 4.78051834297825 |
| 2007-06-01 | 4.75137294289628 |
| 2007-07-01 | 4.67920841587038 |
| 2007-08-01 | 4.79247785995814 |
| 2007-09-01 | 4.81425716958926 |
| 2007-10-01 | 4.73334336016006 |
| 2007-11-01 | 4.82223841479573 |
| 2007-12-01 | 4.80751436133911 |
| 2008-01-01 | 4.79532667132714 |
| 2008-02-01 | 4.87465656228026 |
| 2008-03-01 | 4.80905662408637 |
| 2008-04-01 | 4.74598260242126 |
| 2008-05-01 | 4.78077585131743 |
| 2008-06-01 | 4.74641392847898 |
| 2008-07-01 | 4.68537665353180 |
| 2008-08-01 | 4.80012803899775 |
| 2008-09-01 | 4.81299563450956 |
| 2008-10-01 | 4.93021607544050 |
| 2008-11-01 | 4.81029808329781 |
| 2008-12-01 | 4.79711042326767 |
| 2009-01-01 | 4.79572789058505 |
| 2009-02-01 | 4.78092450089674 |
| 2009-03-01 | 4.71884851628727 |
| 2009-04-01 | 4.74310144450548 |
| 2009-05-01 | 4.69004759908755 |
| 2009-06-01 | 4.64120989519551 |
| 2009-07-01 | 4.58819025708039 |
| 2009-08-01 | 4.60670331351714 |
| 2009-09-01 | 4.61350229550326 |
| 2009-10-01 | 4.62535480762239 |
| 2009-11-01 | 4.60034734767858 |
| 2009-12-01 | 4.59172523932971 |
| 2010-01-01 | 4.58535305425115 |
| 2010-02-01 | 4.58059321000286 |
| 2010-03-01 | 4.62505803114557 |
| 2010-04-01 | 4.74579372491359 |
| 2010-05-01 | 4.80160243362843 |
| 2010-06-01 | 4.82785343938485 |
| 2010-07-01 | 4.89139210550135 |
| 2010-08-01 | 4.80602849990664 |
| 2010-09-01 | 4.81579650653565 |
| 2010-10-01 | 4.92589674691273 |
| 2010-11-01 | 4.99366787278272 |
| 2010-12-01 | 4.98881955187258 |
| 2011-01-01 | 4.98517861130242 |
| 2011-02-01 | 4.98693232408230 |
| 2011-03-01 | 5.02678208341454 |
| 2011-04-01 | 5.05557356828158 |
| 2011-05-01 | 5.01360669244885 |
| 2011-06-01 | 5.11167063398699 |
| 2011-07-01 | 5.08988535404586 |
| 2011-08-01 | 5.10297317032187 |
| 2011-09-01 | 5.11853968781757 |
| 2011-10-01 | 5.12810785684881 |
| 2011-11-01 | 5.09187845613936 |
| 2011-12-01 | 5.19120927841780 |
| 2012-01-01 | 5.17912449927979 |
| 2012-02-01 | 5.17923641266858 |
| 2012-03-01 | 5.22132078023187 |
| 2012-04-01 | 5.17108277698204 |
| 2012-05-01 | 5.13122768105977 |
| 2012-06-01 | 5.20375846256230 |
| 2012-07-01 | 5.39273592517957 |
| 2012-08-01 | 5.39666593722305 |
| 2012-09-01 | 5.31474714513237 |
| 2012-10-01 | 5.32678140429433 |
| 2012-11-01 | 5.39201649708461 |
| 2012-12-01 | 5.39604767315143 |
| 2013-01-01 | 5.47772490698053 |
| 2013-02-01 | 5.57257553953831 |
| 2013-03-01 | 5.51040351492481 |
| 2013-04-01 | 5.59454830262214 |
| 2013-05-01 | 5.63813993040037 |
| 2013-06-01 | 5.69377195982125 |
| 2013-07-01 | 5.69287073083153 |
| 2013-08-01 | 5.79050405059868 |
| 2013-09-01 | 5.80970738753617 |
| 2013-10-01 | 5.82433899939648 |
| 2013-11-01 | 5.89406972977650 |
| 2013-12-01 | 5.90257426763465 |
| 2014-01-01 | 5.97649108970871 |
| 2014-02-01 | 6.06610689624612 |
| 2014-03-01 | 6.10206510957812 |
| 2014-04-01 | 6.11839708650631 |
| 2014-05-01 | 6.14425653962114 |
| 2014-06-01 | 6.18929781845672 |
| 2014-07-01 | 6.19670463452093 |
| 2014-08-01 | 6.17907372434590 |
| 2014-09-01 | 6.20145198647243 |
| 2014-10-01 | 6.21561294208184 |
| 2014-11-01 | 6.19518333904291 |
| 2014-12-01 | 6.20690384748392 |
| 2015-01-01 | 6.17526170960752 |
| 2015-02-01 | 6.16864349555707 |
| 2015-03-01 | 6.09913893183191 |
| 2015-04-01 | 6.03678989607791 |
| 2015-05-01 | 5.94897877551525 |
| 2015-06-01 | 5.89522837363166 |
| 2015-07-01 | 5.89275956205151 |
| 2015-08-01 | 5.87422625190405 |
| 2015-09-01 | 5.89613906433466 |
| 2015-10-01 | 5.91152493089592 |
| 2015-11-01 | 5.90072720314329 |
| 2015-12-01 | 5.80196577539709 |
| 2016-01-01 | 5.76364774059715 |
| 2016-02-01 | 5.77166882462527 |
| 2016-03-01 | 5.69842451205560 |
| 2016-04-01 | 5.84698480778059 |
| 2016-05-01 | 5.95354078815212 |
| 2016-06-01 | 5.99738176921413 |
| 2016-07-01 | 5.98444332713022 |
| 2016-08-01 | 5.96354656668075 |
| 2016-09-01 | 5.99352296416988 |
| 2016-10-01 | 6.01172673177214 |
| 2016-11-01 | 6.00991546778630 |
| 2016-12-01 | 5.99441890650265 |
| 2017-01-01 | 6.16174459556348 |
| 2017-02-01 | 6.18806411211070 |
| 2017-03-01 | 6.20299276993720 |
| 2017-04-01 | 6.15352606269771 |
| 2017-05-01 | 6.15363397414023 |
| 2017-06-01 | 6.09400115931226 |
| 2017-07-01 | 6.16966660564370 |
| 2017-08-01 | 6.25252172180477 |
| 2017-09-01 | 6.19669426547146 |
| 2017-10-01 | 6.32148109047755 |
| 2017-11-01 | 6.22686428429788 |
| 2017-12-01 | 6.28732754731688 |
| 2018-01-01 | 5.95019056934674 |
| 2018-02-01 | 6.08917676098524 |
| 2018-03-01 | 6.11091107171667 |
| 2018-04-01 | 6.14481860397293 |
| 2018-05-01 | 6.15497910052725 |
| 2018-06-01 | 6.19674892082061 |
| 2018-07-01 | 6.15609930748628 |
| 2018-08-01 | 6.13961890882642 |
| 2018-09-01 | 6.20552066799788 |
| 2018-10-01 | 6.13057122020819 |
| 2018-11-01 | 6.14303451527975 |
| 2018-12-01 | 6.19238609502769 |
| 2019-01-01 | 6.14656692350277 |
| 2019-02-01 | 6.08312439122356 |
| 2019-03-01 | 6.12149860866442 |
| 2019-04-01 | 6.02235217841505 |
| 2019-05-01 | 6.05418971536427 |
| 2019-06-01 | 6.00020929877281 |
| 2019-07-01 | 6.04448394589233 |
| 2019-08-01 | 6.03472645193965 |
| 2019-09-01 | 6.01419549170645 |
| 2019-10-01 | 6.04062688310575 |
| 2019-11-01 | 6.06565205232612 |
| 2019-12-01 | 6.10277588460516 |
| 2020-01-01 | 6.14543834316016 |
| 2020-02-01 | 6.16696516736058 |
| 2020-03-01 | 6.12416064255104 |
| 2020-04-01 | 5.09976629547998 |
| 2020-05-01 | 5.05557935183959 |
| 2020-06-01 | 5.11937833684296 |
| 2020-07-01 | 5.44451010825077 |
| 2020-08-01 | 5.44009051226998 |
| 2020-09-01 | 5.41729903163832 |
| 2020-10-01 | 5.44248448151477 |
| 2020-11-01 | 5.47509598387828 |
| 2020-12-01 | 5.42046364671243 |
| 2021-01-01 | 5.24371508282776 |
| 2021-02-01 | 5.33900533053088 |
| 2021-03-01 | 5.32266595818490 |
| 2021-04-01 | 5.38012225563869 |
| 2021-05-01 | 5.34074258336315 |
| 2021-06-01 | 5.31366325117072 |
| 2021-07-01 | 5.34817189772236 |
| 2021-08-01 | 5.34925058738301 |
| 2021-09-01 | 5.31829629375241 |
| 2021-10-01 | 5.34428365921267 |
| 2021-11-01 | 5.28696690026298 |
| 2021-12-01 | 5.33429974930919 |
| 2022-01-01 | 5.44954019470033 |
| 2022-02-01 | 5.42146919204051 |
| 2022-03-01 | 5.41919338752504 |
| 2022-04-01 | 5.46962221649033 |
| 2022-05-01 | 5.42441273907974 |
| 2022-06-01 | 5.41330147946189 |
| 2022-07-01 | 5.45579307788110 |
| 2022-08-01 | 5.45996435577302 |
| 2022-09-01 | 5.51805295567678 |
| 2022-10-01 | 5.34389285390842 |
| 2022-11-01 | 5.39197060183437 |
| 2022-12-01 | 5.44596994987093 |
| 2023-01-01 | 5.44963536119734 |
| 2023-02-01 | 5.50878819829090 |
| 2023-03-01 | 5.51728631921566 |
| 2023-04-01 | 5.46394714907234 |
| 2023-05-01 | 5.51368321711459 |
| 2023-06-01 | 5.51387250635996 |
| 2023-07-01 | 5.46724768715847 |
| 2023-08-01 | 5.47477813110275 |
| 2023-09-01 | 5.51583720121137 |
| 2023-10-01 | 5.44156665685730 |
| 2023-11-01 | 5.48934780109479 |
| 2023-12-01 | 5.44349908754667 |
| 2024-01-01 | 5.44702333923731 |
| 2024-02-01 | 5.50484126539677 |
| 2024-03-01 | 5.51174221097344 |
| 2024-04-01 | 5.56824550060274 |
| 2024-05-01 | 5.60769180198709 |
| 2024-06-01 | 5.61825872828334 |
| 2024-07-01 | 5.57639277622307 |
| 2024-08-01 | 5.58795103250718 |
| 2024-09-01 | 5.61374001093017 |
| 2024-10-01 | 5.64029969231025 |
| 2024-11-01 | 5.57746284714810 |
| 2024-12-01 | 5.63851481001065 |
| 2025-01-01 | 5.64406925121192 |
| 2025-02-01 | 5.50485614365801 |
| 2025-03-01 | 5.61112044705973 |
| 2025-04-01 | 5.57174713090646 |
| 2025-05-01 | 5.61120155309634 |
| 2025-06-01 | 5.52519576352740 |
| 2025-07-01 | 5.68336778248253 |
| 2025-08-01 | 5.59713445903064 |
| 2025-09-01 | 5.61430123551468 |
| 2025-10-01 | 5.63484627584996 |
| 2025-11-01 | 5.66599301339914 |
| 2025-12-01 | 5.62721004440594 |
| 2026-01-01 | 5.63971267231099 |
| 2026-02-01 | 5.61008018486227 |
| 2026-03-01 | 5.51093661243806 |
| 2026-04-01 | 5.57566672771409 |
| 2026-05-01 | 5.51708020665369 |
| 2026-06-01 | 5.53105854480305 |