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 2026-04-01 |
| Last Updated | 2026-05-26 1:47 PM 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 | 3.73544740471800 |
| 1990-02-01 | 3.73781982236414 |
| 1990-03-01 | 3.77645058611591 |
| 1990-04-01 | 3.78281156968100 |
| 1990-05-01 | 3.85472051297391 |
| 1990-06-01 | 3.78677597810547 |
| 1990-07-01 | 3.80342769803370 |
| 1990-08-01 | 3.90571573864948 |
| 1990-09-01 | 3.81608979923429 |
| 1990-10-01 | 3.82270202149313 |
| 1990-11-01 | 3.78658290618913 |
| 1990-12-01 | 3.79020336241724 |
| 1991-01-01 | 3.53244174557770 |
| 1991-02-01 | 3.53563931596632 |
| 1991-03-01 | 3.48042242349820 |
| 1991-04-01 | 3.48479317588595 |
| 1991-05-01 | 3.46238701019749 |
| 1991-06-01 | 3.48878123137649 |
| 1991-07-01 | 3.39529681364573 |
| 1991-08-01 | 3.40563062342715 |
| 1991-09-01 | 3.31363297961330 |
| 1991-10-01 | 3.51923986418716 |
| 1991-11-01 | 3.38988260888116 |
| 1991-12-01 | 3.39319474220584 |
| 1992-01-01 | 3.32827362280018 |
| 1992-02-01 | 3.33189868784886 |
| 1992-03-01 | 3.38747237616580 |
| 1992-04-01 | 3.38465270449355 |
| 1992-05-01 | 3.37186339503299 |
| 1992-06-01 | 3.38514136868248 |
| 1992-07-01 | 3.38451296262462 |
| 1992-08-01 | 3.40686790938292 |
| 1992-09-01 | 3.41529093098368 |
| 1992-10-01 | 3.41563812378787 |
| 1992-11-01 | 3.49277589670105 |
| 1992-12-01 | 3.49244279876248 |
| 1993-01-01 | 3.52573718795597 |
| 1993-02-01 | 3.53584767473781 |
| 1993-03-01 | 3.59554696806373 |
| 1993-04-01 | 3.48429838520705 |
| 1993-05-01 | 3.47917322084598 |
| 1993-06-01 | 3.48136371002979 |
| 1993-07-01 | 3.57197514146271 |
| 1993-08-01 | 3.50499096576989 |
| 1993-09-01 | 3.62053147574980 |
| 1993-10-01 | 3.51001189139679 |
| 1993-11-01 | 3.49878129577098 |
| 1993-12-01 | 3.48915230477329 |
| 1994-01-01 | 3.51952756318468 |
| 1994-02-01 | 3.43507736241016 |
| 1994-03-01 | 3.61008147614185 |
| 1994-04-01 | 3.68618162337166 |
| 1994-05-01 | 3.68233153187892 |
| 1994-06-01 | 3.67781751636959 |
| 1994-07-01 | 3.76282057843437 |
| 1994-08-01 | 3.70139570400418 |
| 1994-09-01 | 3.72128483248851 |
| 1994-10-01 | 3.70426755739724 |
| 1994-11-01 | 3.70796485556170 |
| 1994-12-01 | 3.67967626857805 |
| 1995-01-01 | 3.71581110709554 |
| 1995-02-01 | 3.73943080864700 |
| 1995-03-01 | 3.72780792093170 |
| 1995-04-01 | 3.78971426207838 |
| 1995-05-01 | 3.78101082773368 |
| 1995-06-01 | 3.87517115195028 |
| 1995-07-01 | 3.85865630662990 |
| 1995-08-01 | 3.89935635458331 |
| 1995-09-01 | 3.91883552280597 |
| 1995-10-01 | 3.99847588257207 |
| 1995-11-01 | 4.01609393788643 |
| 1995-12-01 | 4.06807206318454 |
| 1996-01-01 | 4.11672994974065 |
| 1996-02-01 | 4.03932855571657 |
| 1996-03-01 | 4.04632751203761 |
| 1996-04-01 | 3.99417024298656 |
| 1996-05-01 | 3.97589178979632 |
| 1996-06-01 | 3.97432596864893 |
| 1996-07-01 | 3.95917421308299 |
| 1996-08-01 | 4.00149036615151 |
| 1996-09-01 | 3.91140798485755 |
| 1996-10-01 | 3.99727899880577 |
| 1996-11-01 | 3.91832002753224 |
| 1996-12-01 | 3.96154684468319 |
| 1997-01-01 | 3.91689208808689 |
| 1997-02-01 | 3.93555572231818 |
| 1997-03-01 | 3.95205804884480 |
| 1997-04-01 | 3.99559322422133 |
| 1997-05-01 | 4.07263989329432 |
| 1997-06-01 | 3.97584971060358 |
| 1997-07-01 | 3.96193566995832 |
| 1997-08-01 | 4.10417117489899 |
| 1997-09-01 | 4.00623048567153 |
| 1997-10-01 | 3.90220289386361 |
| 1997-11-01 | 3.91780022713931 |
| 1997-12-01 | 3.95934346559682 |
| 1998-01-01 | 3.92425855712555 |
| 1998-02-01 | 3.92777620704286 |
| 1998-03-01 | 3.84487081911474 |
| 1998-04-01 | 3.89286173850597 |
| 1998-05-01 | 3.86618344928457 |
| 1998-06-01 | 3.98355263133065 |
| 1998-07-01 | 3.96962834919953 |
| 1998-08-01 | 3.90389778717938 |
| 1998-09-01 | 4.00267723699268 |
| 1998-10-01 | 4.01450910663680 |
| 1998-11-01 | 4.01837315921933 |
| 1998-12-01 | 3.96523575904131 |
| 1999-01-01 | 3.93117111507421 |
| 1999-02-01 | 3.91335462541392 |
| 1999-03-01 | 3.93087891992160 |
| 1999-04-01 | 3.78628779002875 |
| 1999-05-01 | 3.86281903479485 |
| 1999-06-01 | 3.78636209358929 |
| 1999-07-01 | 3.88258948190156 |
| 1999-08-01 | 3.80313831961367 |
| 1999-09-01 | 3.70311416678571 |
| 1999-10-01 | 3.92470681266883 |
| 1999-11-01 | 3.91988382227809 |
| 1999-12-01 | 3.78091396849920 |
| 2000-01-01 | 3.84027946717777 |
| 2000-02-01 | 3.79637180306862 |
| 2000-03-01 | 3.80887137991790 |
| 2000-04-01 | 3.87456888935357 |
| 2000-05-01 | 3.85646914578047 |
| 2000-06-01 | 3.88413374841966 |
| 2000-07-01 | 3.89960898446096 |
| 2000-08-01 | 3.90189740252214 |
| 2000-09-01 | 3.91055554506442 |
| 2000-10-01 | 3.83165723689361 |
| 2000-11-01 | 3.92293938233657 |
| 2000-12-01 | 3.99714497388460 |
| 2001-01-01 | 3.94869251706722 |
| 2001-02-01 | 3.98396138805807 |
| 2001-03-01 | 3.98732717263472 |
| 2001-04-01 | 3.96085000586639 |
| 2001-05-01 | 3.95142219591536 |
| 2001-06-01 | 3.87700752088125 |
| 2001-07-01 | 3.81431867787901 |
| 2001-08-01 | 3.89973634195261 |
| 2001-09-01 | 3.81852892155251 |
| 2001-10-01 | 3.83372983638405 |
| 2001-11-01 | 3.82783599319117 |
| 2001-12-01 | 3.81032678319685 |
| 2002-01-01 | 4.16095377903056 |
| 2002-02-01 | 4.18158191512503 |
| 2002-03-01 | 4.16926504484656 |
| 2002-04-01 | 4.05045459980323 |
| 2002-05-01 | 4.03956963956142 |
| 2002-06-01 | 4.06838308705237 |
| 2002-07-01 | 4.02306465002588 |
| 2002-08-01 | 4.09505444923279 |
| 2002-09-01 | 4.12831991644332 |
| 2002-10-01 | 4.13756608546813 |
| 2002-11-01 | 4.13327505456395 |
| 2002-12-01 | 4.11941035303031 |
| 2003-01-01 | 4.37220025460911 |
| 2003-02-01 | 4.29065705655033 |
| 2003-03-01 | 4.26015271182567 |
| 2003-04-01 | 4.34618303426121 |
| 2003-05-01 | 4.42693678458446 |
| 2003-06-01 | 4.35375246602300 |
| 2003-07-01 | 4.21850042342078 |
| 2003-08-01 | 4.19281194429928 |
| 2003-09-01 | 4.22959403041729 |
| 2003-10-01 | 4.23619730960297 |
| 2003-11-01 | 4.23811917460386 |
| 2003-12-01 | 4.22559459453272 |
| 2004-01-01 | 4.17499881235809 |
| 2004-02-01 | 4.20822872006401 |
| 2004-03-01 | 4.26097022787385 |
| 2004-04-01 | 4.25069838396825 |
| 2004-05-01 | 4.22015300479959 |
| 2004-06-01 | 4.14957168270195 |
| 2004-07-01 | 4.30322390030131 |
| 2004-08-01 | 4.19191511708110 |
| 2004-09-01 | 4.22836069641471 |
| 2004-10-01 | 4.23493711415271 |
| 2004-11-01 | 4.23651641628369 |
| 2004-12-01 | 4.22575714067837 |
| 2005-01-01 | 4.28232336135928 |
| 2005-02-01 | 4.22909740853768 |
| 2005-03-01 | 4.26608642852791 |
| 2005-04-01 | 4.25576756624679 |
| 2005-05-01 | 4.30876975851628 |
| 2005-06-01 | 4.34809595254486 |
| 2005-07-01 | 4.38661567556745 |
| 2005-08-01 | 4.39132401774214 |
| 2005-09-01 | 4.32209699684797 |
| 2005-10-01 | 4.33601020677782 |
| 2005-11-01 | 4.33605924715125 |
| 2005-12-01 | 4.32180074090585 |
| 2006-01-01 | 4.28377532387795 |
| 2006-02-01 | 4.24527756649295 |
| 2006-03-01 | 4.27775188325403 |
| 2006-04-01 | 4.25793030133968 |
| 2006-05-01 | 4.29884092795483 |
| 2006-06-01 | 4.35289052563750 |
| 2006-07-01 | 4.38054086264038 |
| 2006-08-01 | 4.38974945815422 |
| 2006-09-01 | 4.41788821348147 |
| 2006-10-01 | 4.43540995265159 |
| 2006-11-01 | 4.42915530397618 |
| 2006-12-01 | 4.41373550463999 |
| 2007-01-01 | 4.69383351363032 |
| 2007-02-01 | 4.66331665802504 |
| 2007-03-01 | 4.69059925064655 |
| 2007-04-01 | 4.75348145535856 |
| 2007-05-01 | 4.78051840040009 |
| 2007-06-01 | 4.75137288012750 |
| 2007-07-01 | 4.67920842901064 |
| 2007-08-01 | 4.79247782697668 |
| 2007-09-01 | 4.81425714646000 |
| 2007-10-01 | 4.73334331306678 |
| 2007-11-01 | 4.82223840729334 |
| 2007-12-01 | 4.80751435833565 |
| 2008-01-01 | 4.79532668988339 |
| 2008-02-01 | 4.87465658249912 |
| 2008-03-01 | 4.80905662901130 |
| 2008-04-01 | 4.74598261098653 |
| 2008-05-01 | 4.78077586163010 |
| 2008-06-01 | 4.74641393857312 |
| 2008-07-01 | 4.68537665965760 |
| 2008-08-01 | 4.80012801402522 |
| 2008-09-01 | 4.81299563530153 |
| 2008-10-01 | 4.93021605265323 |
| 2008-11-01 | 4.81029807718591 |
| 2008-12-01 | 4.79711042414084 |
| 2009-01-01 | 4.79572789694992 |
| 2009-02-01 | 4.78092450483922 |
| 2009-03-01 | 4.71884849848815 |
| 2009-04-01 | 4.74310142908833 |
| 2009-05-01 | 4.69004763870945 |
| 2009-06-01 | 4.64120989077831 |
| 2009-07-01 | 4.58819031747356 |
| 2009-08-01 | 4.60670330059385 |
| 2009-09-01 | 4.61350228735747 |
| 2009-10-01 | 4.62535479404775 |
| 2009-11-01 | 4.60034732866021 |
| 2009-12-01 | 4.59172524002054 |
| 2010-01-01 | 4.58535305580851 |
| 2010-02-01 | 4.58059314946470 |
| 2010-03-01 | 4.62505801352615 |
| 2010-04-01 | 4.74579370470843 |
| 2010-05-01 | 4.80160251434404 |
| 2010-06-01 | 4.82785341838940 |
| 2010-07-01 | 4.89139221758124 |
| 2010-08-01 | 4.80602851040268 |
| 2010-09-01 | 4.81579649463078 |
| 2010-10-01 | 4.92589674944101 |
| 2010-11-01 | 4.99366784895496 |
| 2010-12-01 | 4.98881955503609 |
| 2011-01-01 | 4.98517858729720 |
| 2011-02-01 | 4.98693214000127 |
| 2011-03-01 | 5.02678200023396 |
| 2011-04-01 | 5.05557348751395 |
| 2011-05-01 | 5.01360680234972 |
| 2011-06-01 | 5.11167066925827 |
| 2011-07-01 | 5.08988568697339 |
| 2011-08-01 | 5.10297340950503 |
| 2011-09-01 | 5.11853982357360 |
| 2011-10-01 | 5.12810790200595 |
| 2011-11-01 | 5.09187831139716 |
| 2011-12-01 | 5.19120898467464 |
| 2012-01-01 | 5.17912406846333 |
| 2012-02-01 | 5.17923576262164 |
| 2012-03-01 | 5.22132047535826 |
| 2012-04-01 | 5.17108273732510 |
| 2012-05-01 | 5.13122809106115 |
| 2012-06-01 | 5.20375907378012 |
| 2012-07-01 | 5.39273703471020 |
| 2012-08-01 | 5.39666688829229 |
| 2012-09-01 | 5.31474759937306 |
| 2012-10-01 | 5.32678123246038 |
| 2012-11-01 | 5.39201597858991 |
| 2012-12-01 | 5.39604622169961 |
| 2013-01-01 | 5.47772316959812 |
| 2013-02-01 | 5.57257381235710 |
| 2013-03-01 | 5.51040272735015 |
| 2013-04-01 | 5.59454854273652 |
| 2013-05-01 | 5.63814118401396 |
| 2013-06-01 | 5.69377404105859 |
| 2013-07-01 | 5.69287362787567 |
| 2013-08-01 | 5.79050663116872 |
| 2013-09-01 | 5.80970926657999 |
| 2013-10-01 | 5.82434013997935 |
| 2013-11-01 | 5.89407097046737 |
| 2013-12-01 | 5.90256002326655 |
| 2014-01-01 | 5.97648934283891 |
| 2014-02-01 | 6.06610465599777 |
| 2014-03-01 | 6.10206311002031 |
| 2014-04-01 | 6.11839575867197 |
| 2014-05-01 | 6.14425625310459 |
| 2014-06-01 | 6.18931692889936 |
| 2014-07-01 | 6.19670796934718 |
| 2014-08-01 | 6.17907788327004 |
| 2014-09-01 | 6.20145611213503 |
| 2014-10-01 | 6.21561548061605 |
| 2014-11-01 | 6.19518452232884 |
| 2014-12-01 | 6.20687087754432 |
| 2015-01-01 | 6.17525371050855 |
| 2015-02-01 | 6.16863714110337 |
| 2015-03-01 | 6.09913445986847 |
| 2015-04-01 | 6.03678892548439 |
| 2015-05-01 | 5.94898172546512 |
| 2015-06-01 | 5.89526909986897 |
| 2015-07-01 | 5.89276921885361 |
| 2015-08-01 | 5.87423611042714 |
| 2015-09-01 | 5.89614698716948 |
| 2015-10-01 | 5.91152676985612 |
| 2015-11-01 | 5.90072186505698 |
| 2015-12-01 | 5.80190912234423 |
| 2016-01-01 | 5.76362511966058 |
| 2016-02-01 | 5.77165255787850 |
| 2016-03-01 | 5.69841688081712 |
| 2016-04-01 | 5.84698893722129 |
| 2016-05-01 | 5.95355621516045 |
| 2016-06-01 | 5.99745628738873 |
| 2016-07-01 | 5.98446769723767 |
| 2016-08-01 | 5.96356746125297 |
| 2016-09-01 | 5.99353848013649 |
| 2016-10-01 | 6.01172842793519 |
| 2016-11-01 | 6.00989869845739 |
| 2016-12-01 | 5.99433764769254 |
| 2017-01-01 | 6.16168350035681 |
| 2017-02-01 | 6.18799519291945 |
| 2017-03-01 | 6.20291375742871 |
| 2017-04-01 | 6.15361408943722 |
| 2017-05-01 | 6.15371224014881 |
| 2017-06-01 | 6.09412198334831 |
| 2017-07-01 | 6.16970663271096 |
| 2017-08-01 | 6.25254816147898 |
| 2017-09-01 | 6.19670730967059 |
| 2017-10-01 | 6.32147047101185 |
| 2017-11-01 | 6.22682066242528 |
| 2017-12-01 | 6.28721013627652 |
| 2018-01-01 | 5.95010605508746 |
| 2018-02-01 | 6.08904568732526 |
| 2018-03-01 | 6.11074985258147 |
| 2018-04-01 | 6.14505554340221 |
| 2018-05-01 | 6.15510967738450 |
| 2018-06-01 | 6.19691111327692 |
| 2018-07-01 | 6.15614866633587 |
| 2018-08-01 | 6.13964247913680 |
| 2018-09-01 | 6.20552054685235 |
| 2018-10-01 | 6.13053656802844 |
| 2018-11-01 | 6.14295295757107 |
| 2018-12-01 | 6.19223943840397 |
| 2019-01-01 | 6.14651978327384 |
| 2019-02-01 | 6.08292302771064 |
| 2019-03-01 | 6.12124903033965 |
| 2019-04-01 | 6.02272604203123 |
| 2019-05-01 | 6.05436653320670 |
| 2019-06-01 | 6.00038181935063 |
| 2019-07-01 | 6.04453342532721 |
| 2019-08-01 | 6.03473821811829 |
| 2019-09-01 | 6.01418903350644 |
| 2019-10-01 | 6.04055946236099 |
| 2019-11-01 | 6.06547482019834 |
| 2019-12-01 | 6.10263094045798 |
| 2020-01-01 | 6.14548327619079 |
| 2020-02-01 | 6.16676004652895 |
| 2020-03-01 | 6.12390848858211 |
| 2020-04-01 | 5.10014410592926 |
| 2020-05-01 | 5.05572765968609 |
| 2020-06-01 | 5.11951659733127 |
| 2020-07-01 | 5.44456194498075 |
| 2020-08-01 | 5.44010076022316 |
| 2020-09-01 | 5.41727944366397 |
| 2020-10-01 | 5.44234669861808 |
| 2020-11-01 | 5.47477629095965 |
| 2020-12-01 | 5.42027938130111 |
| 2021-01-01 | 5.24382550692770 |
| 2021-02-01 | 5.33891465331015 |
| 2021-03-01 | 5.32258004953106 |
| 2021-04-01 | 5.38065261052159 |
| 2021-05-01 | 5.34098127121948 |
| 2021-06-01 | 5.31379970128825 |
| 2021-07-01 | 5.34817110933536 |
| 2021-08-01 | 5.34918170528660 |
| 2021-09-01 | 5.31817692462967 |
| 2021-10-01 | 5.34395330339543 |
| 2021-11-01 | 5.28636419082124 |
| 2021-12-01 | 5.33397059830566 |
| 2022-01-01 | 5.44973658028227 |
| 2022-02-01 | 5.42153997326475 |
| 2022-03-01 | 5.41967697403674 |
| 2022-04-01 | 5.47071749520993 |
| 2022-05-01 | 5.42518445225785 |
| 2022-06-01 | 5.41247591352201 |
| 2022-07-01 | 5.45532886764266 |
| 2022-08-01 | 5.46006505443394 |
| 2022-09-01 | 5.51805140836326 |
| 2022-10-01 | 5.34347221095421 |
| 2022-11-01 | 5.39108861350014 |
| 2022-12-01 | 5.44520828651907 |
| 2023-01-01 | 5.44907345085899 |
| 2023-02-01 | 5.50751284516256 |
| 2023-03-01 | 5.51983872257522 |
| 2023-04-01 | 5.46947150762027 |
| 2023-05-01 | 5.51346957508552 |
| 2023-06-01 | 5.51105129863709 |
| 2023-07-01 | 5.46560954465005 |
| 2023-08-01 | 5.47456666937854 |
| 2023-09-01 | 5.51575456876568 |
| 2023-10-01 | 5.44121740879425 |
| 2023-11-01 | 5.48862476196232 |
| 2023-12-01 | 5.44290589845904 |
| 2024-01-01 | 5.44624786038376 |
| 2024-02-01 | 5.50271125244745 |
| 2024-03-01 | 5.51677181687057 |
| 2024-04-01 | 5.57896823344076 |
| 2024-05-01 | 5.60487722125038 |
| 2024-06-01 | 5.61105292925561 |
| 2024-07-01 | 5.57357467027592 |
| 2024-08-01 | 5.58776272722209 |
| 2024-09-01 | 5.61399658494840 |
| 2024-10-01 | 5.64049475661976 |
| 2024-11-01 | 5.57738627523837 |
| 2024-12-01 | 5.63830490193133 |
| 2025-01-01 | 5.64296539217044 |
| 2025-02-01 | 5.50161805133879 |
| 2025-03-01 | 5.61899825130006 |
| 2025-04-01 | 5.58853635682953 |
| 2025-05-01 | 5.60449887388611 |
| 2025-06-01 | 5.51344152886444 |
| 2025-07-01 | 5.67956062549808 |
| 2025-08-01 | 5.59675445385403 |
| 2025-09-01 | 5.61477803136553 |
| 2025-10-01 | 5.63569564336800 |
| 2025-11-01 | 5.66691638534259 |
| 2025-12-01 | 5.62803215443704 |
| 2026-01-01 | 5.63939009984529 |
| 2026-02-01 | 5.60713581999673 |
| 2026-03-01 | 5.52066077616170 |
| 2026-04-01 | 5.49611997137551 |