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 2026-05-01 |
| Last Updated | 2026-06-24 10:27 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 | 3.73539329662435 |
| 1990-02-01 | 3.73777954916142 |
| 1990-03-01 | 3.77642121697594 |
| 1990-04-01 | 3.78279578853164 |
| 1990-05-01 | 3.85471440282532 |
| 1990-06-01 | 3.78677132609328 |
| 1990-07-01 | 3.80343548477545 |
| 1990-08-01 | 3.90573054049501 |
| 1990-09-01 | 3.81610601302539 |
| 1990-10-01 | 3.82272558247681 |
| 1990-11-01 | 3.78661862734665 |
| 1990-12-01 | 3.79024945082119 |
| 1991-01-01 | 3.53239609161243 |
| 1991-02-01 | 3.53560432413225 |
| 1991-03-01 | 3.48039741732233 |
| 1991-04-01 | 3.48477798754198 |
| 1991-05-01 | 3.46238217347334 |
| 1991-06-01 | 3.48877785313644 |
| 1991-07-01 | 3.39530305531061 |
| 1991-08-01 | 3.40564182368764 |
| 1991-09-01 | 3.31364515738073 |
| 1991-10-01 | 3.51925832256017 |
| 1991-11-01 | 3.38991008677166 |
| 1991-12-01 | 3.39323036598886 |
| 1992-01-01 | 3.32823901131907 |
| 1992-02-01 | 3.33187124535606 |
| 1992-03-01 | 3.38745199317367 |
| 1992-04-01 | 3.38463863651325 |
| 1992-05-01 | 3.37186007753632 |
| 1992-06-01 | 3.38513935082760 |
| 1992-07-01 | 3.38451883341777 |
| 1992-08-01 | 3.40687752318816 |
| 1992-09-01 | 3.41530086080664 |
| 1992-10-01 | 3.41565078065070 |
| 1992-11-01 | 3.49279493779296 |
| 1992-12-01 | 3.49246560990285 |
| 1993-01-01 | 3.52571565100118 |
| 1993-02-01 | 3.53582814107173 |
| 1993-03-01 | 3.59553208380162 |
| 1993-04-01 | 3.48428524869413 |
| 1993-05-01 | 3.47917109184954 |
| 1993-06-01 | 3.48136310661864 |
| 1993-07-01 | 3.57198014541925 |
| 1993-08-01 | 3.50499806912545 |
| 1993-09-01 | 3.62053891202775 |
| 1993-10-01 | 3.51001980121822 |
| 1993-11-01 | 3.49879151988953 |
| 1993-12-01 | 3.48916308345490 |
| 1994-01-01 | 3.51951830195027 |
| 1994-02-01 | 3.43506708310012 |
| 1994-03-01 | 3.61007257669954 |
| 1994-04-01 | 3.68617128583938 |
| 1994-05-01 | 3.68233074980052 |
| 1994-06-01 | 3.67781808770531 |
| 1994-07-01 | 3.76282405756058 |
| 1994-08-01 | 3.70140052899334 |
| 1994-09-01 | 3.72128951413369 |
| 1994-10-01 | 3.70427125523757 |
| 1994-11-01 | 3.70796803789523 |
| 1994-12-01 | 3.67967772596390 |
| 1995-01-01 | 3.71581107502053 |
| 1995-02-01 | 3.73942680917955 |
| 1995-03-01 | 3.72780437805711 |
| 1995-04-01 | 3.78970630821303 |
| 1995-05-01 | 3.78101072442597 |
| 1995-06-01 | 3.87517215397728 |
| 1995-07-01 | 3.85865804715896 |
| 1995-08-01 | 3.89935863349730 |
| 1995-09-01 | 3.91883800480005 |
| 1995-10-01 | 3.99847774326168 |
| 1995-11-01 | 4.01609489837093 |
| 1995-12-01 | 4.06807254575099 |
| 1996-01-01 | 4.11673023469140 |
| 1996-02-01 | 4.03932650804669 |
| 1996-03-01 | 4.04632631099352 |
| 1996-04-01 | 3.99416550884143 |
| 1996-05-01 | 3.97589218278943 |
| 1996-06-01 | 3.97432660223267 |
| 1996-07-01 | 3.95917518974804 |
| 1996-08-01 | 4.00149172760373 |
| 1996-09-01 | 3.91140888469906 |
| 1996-10-01 | 3.99727977219329 |
| 1996-11-01 | 3.91832031256714 |
| 1996-12-01 | 3.96154689595304 |
| 1997-01-01 | 3.91689224417840 |
| 1997-02-01 | 3.93555472683842 |
| 1997-03-01 | 3.95205788848387 |
| 1997-04-01 | 3.99559075449883 |
| 1997-05-01 | 4.07263997212192 |
| 1997-06-01 | 3.97584981662454 |
| 1997-07-01 | 3.96193623921032 |
| 1997-08-01 | 4.10417224913166 |
| 1997-09-01 | 4.00623074911541 |
| 1997-10-01 | 3.90220354463425 |
| 1997-11-01 | 3.91780055416111 |
| 1997-12-01 | 3.95934339530558 |
| 1998-01-01 | 3.92425842665984 |
| 1998-02-01 | 3.92777579503068 |
| 1998-03-01 | 3.84487021677334 |
| 1998-04-01 | 3.89286113116828 |
| 1998-05-01 | 3.86618308587152 |
| 1998-06-01 | 3.98355233661945 |
| 1998-07-01 | 3.96962825409909 |
| 1998-08-01 | 3.90389865997270 |
| 1998-09-01 | 4.00267746355961 |
| 1998-10-01 | 4.01450988296623 |
| 1998-11-01 | 4.01837411135082 |
| 1998-12-01 | 3.96523642659608 |
| 1999-01-01 | 3.93117019389791 |
| 1999-02-01 | 3.91335417873991 |
| 1999-03-01 | 3.93087834301368 |
| 1999-04-01 | 3.78628703598872 |
| 1999-05-01 | 3.86281852703563 |
| 1999-06-01 | 3.78636167377228 |
| 1999-07-01 | 3.88258940190673 |
| 1999-08-01 | 3.80313901655413 |
| 1999-09-01 | 3.70311441980958 |
| 1999-10-01 | 3.92470769766598 |
| 1999-11-01 | 3.91988517561470 |
| 1999-12-01 | 3.78091594296052 |
| 2000-01-01 | 3.84027752160132 |
| 2000-02-01 | 3.79637115799199 |
| 2000-03-01 | 3.80887071079110 |
| 2000-04-01 | 3.87456780964255 |
| 2000-05-01 | 3.85646843235862 |
| 2000-06-01 | 3.88413320117711 |
| 2000-07-01 | 3.89960910639341 |
| 2000-08-01 | 3.90189792338575 |
| 2000-09-01 | 3.91055593827763 |
| 2000-10-01 | 3.83165821979044 |
| 2000-11-01 | 3.92294115671717 |
| 2000-12-01 | 3.99714845389264 |
| 2001-01-01 | 3.94868945333058 |
| 2001-02-01 | 3.98396044869146 |
| 2001-03-01 | 3.98732632811029 |
| 2001-04-01 | 3.96084862496121 |
| 2001-05-01 | 3.95142130653386 |
| 2001-06-01 | 3.87700704474889 |
| 2001-07-01 | 3.81431898811037 |
| 2001-08-01 | 3.89973672853303 |
| 2001-09-01 | 3.81852941613273 |
| 2001-10-01 | 3.83373088114388 |
| 2001-11-01 | 3.82783759976069 |
| 2001-12-01 | 3.81033078363208 |
| 2002-01-01 | 4.16095029141747 |
| 2002-02-01 | 4.18158079098718 |
| 2002-03-01 | 4.16926406949059 |
| 2002-04-01 | 4.05045313282870 |
| 2002-05-01 | 4.03956869164762 |
| 2002-06-01 | 4.06838266717881 |
| 2002-07-01 | 4.02306513055392 |
| 2002-08-01 | 4.09505470700170 |
| 2002-09-01 | 4.12832045137513 |
| 2002-10-01 | 4.13756713706609 |
| 2002-11-01 | 4.13327662209291 |
| 2002-12-01 | 4.11941467617856 |
| 2003-01-01 | 4.37219661415029 |
| 2003-02-01 | 4.29065596940265 |
| 2003-03-01 | 4.26015180748414 |
| 2003-04-01 | 4.34618161537210 |
| 2003-05-01 | 4.42693588752476 |
| 2003-06-01 | 4.35375225661409 |
| 2003-07-01 | 4.21850089872722 |
| 2003-08-01 | 4.19281221367234 |
| 2003-09-01 | 4.22959448357902 |
| 2003-10-01 | 4.23619805514226 |
| 2003-11-01 | 4.23812013578608 |
| 2003-12-01 | 4.22559829184002 |
| 2004-01-01 | 4.17499622629573 |
| 2004-02-01 | 4.20822786532018 |
| 2004-03-01 | 4.26096949096707 |
| 2004-04-01 | 4.25069735831500 |
| 2004-05-01 | 4.22015239119596 |
| 2004-06-01 | 4.14957163615770 |
| 2004-07-01 | 4.30322428601880 |
| 2004-08-01 | 4.19191535062289 |
| 2004-09-01 | 4.22836100149199 |
| 2004-10-01 | 4.23493753943433 |
| 2004-11-01 | 4.23651692451451 |
| 2004-12-01 | 4.22575937321025 |
| 2005-01-01 | 4.28232188187582 |
| 2005-02-01 | 4.22909686987837 |
| 2005-03-01 | 4.26608594456426 |
| 2005-04-01 | 4.25576695585330 |
| 2005-05-01 | 4.30876940108355 |
| 2005-06-01 | 4.34809606645481 |
| 2005-07-01 | 4.38661586114077 |
| 2005-08-01 | 4.39132420858991 |
| 2005-09-01 | 4.32209718438511 |
| 2005-10-01 | 4.33601039779251 |
| 2005-11-01 | 4.33605933625383 |
| 2005-12-01 | 4.32180154687635 |
| 2006-01-01 | 4.28377502051762 |
| 2006-02-01 | 4.24527732547813 |
| 2006-03-01 | 4.27775161458591 |
| 2006-04-01 | 4.25793005351139 |
| 2006-05-01 | 4.29884075808751 |
| 2006-06-01 | 4.35289060408433 |
| 2006-07-01 | 4.38054093170429 |
| 2006-08-01 | 4.38974953378494 |
| 2006-09-01 | 4.41788829399704 |
| 2006-10-01 | 4.43541007395117 |
| 2006-11-01 | 4.42915537836091 |
| 2006-12-01 | 4.41373554463495 |
| 2007-01-01 | 4.69383349256536 |
| 2007-02-01 | 4.66331659573377 |
| 2007-03-01 | 4.69059917428911 |
| 2007-04-01 | 4.75348137432313 |
| 2007-05-01 | 4.78051834379670 |
| 2007-06-01 | 4.75137294370281 |
| 2007-07-01 | 4.67920841638415 |
| 2007-08-01 | 4.79247785923976 |
| 2007-09-01 | 4.81425716454864 |
| 2007-10-01 | 4.73334335726931 |
| 2007-11-01 | 4.82223841295476 |
| 2007-12-01 | 4.80751436175318 |
| 2008-01-01 | 4.79532667394961 |
| 2008-02-01 | 4.87465656717943 |
| 2008-03-01 | 4.80905662922578 |
| 2008-04-01 | 4.74598260696841 |
| 2008-05-01 | 4.78077585389394 |
| 2008-06-01 | 4.74641392807919 |
| 2008-07-01 | 4.68537665164511 |
| 2008-08-01 | 4.80012803261297 |
| 2008-09-01 | 4.81299561876318 |
| 2008-10-01 | 4.93021606441110 |
| 2008-11-01 | 4.81029807790864 |
| 2008-12-01 | 4.79711042658474 |
| 2009-01-01 | 4.79572790194015 |
| 2009-02-01 | 4.78092451770609 |
| 2009-03-01 | 4.71884853278191 |
| 2009-04-01 | 4.74310145697034 |
| 2009-05-01 | 4.69004760364600 |
| 2009-06-01 | 4.64120989531527 |
| 2009-07-01 | 4.58819024864937 |
| 2009-08-01 | 4.60670329271364 |
| 2009-09-01 | 4.61350226723463 |
| 2009-10-01 | 4.62535478447106 |
| 2009-11-01 | 4.60034732516950 |
| 2009-12-01 | 4.59172521962860 |
| 2010-01-01 | 4.58535303709535 |
| 2010-02-01 | 4.58059339833972 |
| 2010-03-01 | 4.62505802191802 |
| 2010-04-01 | 4.74579371878768 |
| 2010-05-01 | 4.80160242844156 |
| 2010-06-01 | 4.82785343940103 |
| 2010-07-01 | 4.89139209011041 |
| 2010-08-01 | 4.80602846448401 |
| 2010-09-01 | 4.81579646608478 |
| 2010-10-01 | 4.92589670287404 |
| 2010-11-01 | 4.99366782051813 |
| 2010-12-01 | 4.98881949792923 |
| 2011-01-01 | 4.98517855969143 |
| 2011-02-01 | 4.98693272043554 |
| 2011-03-01 | 5.02678205427428 |
| 2011-04-01 | 5.05557355093165 |
| 2011-05-01 | 5.01360668616424 |
| 2011-06-01 | 5.11167063788606 |
| 2011-07-01 | 5.08988532744852 |
| 2011-08-01 | 5.10297310773981 |
| 2011-09-01 | 5.11853962192308 |
| 2011-10-01 | 5.12810778356389 |
| 2011-11-01 | 5.09187837479833 |
| 2011-12-01 | 5.19120919643936 |
| 2012-01-01 | 5.17912442492754 |
| 2012-02-01 | 5.17923703510318 |
| 2012-03-01 | 5.22132073573017 |
| 2012-04-01 | 5.17108273736940 |
| 2012-05-01 | 5.13122766496959 |
| 2012-06-01 | 5.20375845596919 |
| 2012-07-01 | 5.39273586107358 |
| 2012-08-01 | 5.39666584865452 |
| 2012-09-01 | 5.31474712355543 |
| 2012-10-01 | 5.32678146014095 |
| 2012-11-01 | 5.39201578822679 |
| 2012-12-01 | 5.39604784280393 |
| 2013-01-01 | 5.47772508580282 |
| 2013-02-01 | 5.57257642223355 |
| 2013-03-01 | 5.51040330540066 |
| 2013-04-01 | 5.59454833738985 |
| 2013-05-01 | 5.63813994671538 |
| 2013-06-01 | 5.69377190826559 |
| 2013-07-01 | 5.69287053485059 |
| 2013-08-01 | 5.79050381056052 |
| 2013-09-01 | 5.80970722284260 |
| 2013-10-01 | 5.82433894452444 |
| 2013-11-01 | 5.89406797768843 |
| 2013-12-01 | 5.90257627236474 |
| 2014-01-01 | 5.97649132569112 |
| 2014-02-01 | 6.06610791816170 |
| 2014-03-01 | 6.10206459715936 |
| 2014-04-01 | 6.11839715840300 |
| 2014-05-01 | 6.14425655558990 |
| 2014-06-01 | 6.18929752461412 |
| 2014-07-01 | 6.19670429718381 |
| 2014-08-01 | 6.17907327982461 |
| 2014-09-01 | 6.20145159659128 |
| 2014-10-01 | 6.21561246310165 |
| 2014-11-01 | 6.19518022547302 |
| 2014-12-01 | 6.20690772878387 |
| 2015-01-01 | 6.17526408536076 |
| 2015-02-01 | 6.16864397925087 |
| 2015-03-01 | 6.09913789129239 |
| 2015-04-01 | 6.03678986875485 |
| 2015-05-01 | 5.94897872176558 |
| 2015-06-01 | 5.89522779238122 |
| 2015-07-01 | 5.89275902488606 |
| 2015-08-01 | 5.87422545044583 |
| 2015-09-01 | 5.89613814236738 |
| 2015-10-01 | 5.91152369199059 |
| 2015-11-01 | 5.90072365386791 |
| 2015-12-01 | 5.80197099373834 |
| 2016-01-01 | 5.76365215926442 |
| 2016-02-01 | 5.77166924268174 |
| 2016-03-01 | 5.69842398424800 |
| 2016-04-01 | 5.84698520866727 |
| 2016-05-01 | 5.95354078946341 |
| 2016-06-01 | 5.99738044989968 |
| 2016-07-01 | 5.98444123408692 |
| 2016-08-01 | 5.96354341973639 |
| 2016-09-01 | 5.99351974135459 |
| 2016-10-01 | 6.01172407009780 |
| 2016-11-01 | 6.00991225383304 |
| 2016-12-01 | 5.99442652124358 |
| 2017-01-01 | 6.16175496995352 |
| 2017-02-01 | 6.18806771500408 |
| 2017-03-01 | 6.20299497656551 |
| 2017-04-01 | 6.15352656281858 |
| 2017-05-01 | 6.15363254815156 |
| 2017-06-01 | 6.09399707973385 |
| 2017-07-01 | 6.16965997687261 |
| 2017-08-01 | 6.25251273155907 |
| 2017-09-01 | 6.19668626411848 |
| 2017-10-01 | 6.32147628298923 |
| 2017-11-01 | 6.22685765077795 |
| 2017-12-01 | 6.28734010432464 |
| 2018-01-01 | 5.95022034635166 |
| 2018-02-01 | 6.08918498857731 |
| 2018-03-01 | 6.11091602744654 |
| 2018-04-01 | 6.14482100703273 |
| 2018-05-01 | 6.15497407382744 |
| 2018-06-01 | 6.19674031260281 |
| 2018-07-01 | 6.15608536427723 |
| 2018-08-01 | 6.13959894793571 |
| 2018-09-01 | 6.20550020114133 |
| 2018-10-01 | 6.13055141083743 |
| 2018-11-01 | 6.14302878276382 |
| 2018-12-01 | 6.19237626087972 |
| 2019-01-01 | 6.14671691433181 |
| 2019-02-01 | 6.08311482160314 |
| 2019-03-01 | 6.12149068405770 |
| 2019-04-01 | 6.02234746615100 |
| 2019-05-01 | 6.05417741808849 |
| 2019-06-01 | 6.00019381684838 |
| 2019-07-01 | 6.04446056061579 |
| 2019-08-01 | 6.03469255310693 |
| 2019-09-01 | 6.01415368510550 |
| 2019-10-01 | 6.04058919882382 |
| 2019-11-01 | 6.06564200097644 |
| 2019-12-01 | 6.10275459793020 |
| 2020-01-01 | 6.14572697490408 |
| 2020-02-01 | 6.16696392361752 |
| 2020-03-01 | 6.12415857722040 |
| 2020-04-01 | 5.09976031554017 |
| 2020-05-01 | 5.05555236389590 |
| 2020-06-01 | 5.11933752062535 |
| 2020-07-01 | 5.44445362147495 |
| 2020-08-01 | 5.44002318708114 |
| 2020-09-01 | 5.41722295837880 |
| 2020-10-01 | 5.44242482865177 |
| 2020-11-01 | 5.47509087076299 |
| 2020-12-01 | 5.42045866274544 |
| 2021-01-01 | 5.24411437083406 |
| 2021-02-01 | 5.33907355378629 |
| 2021-03-01 | 5.32272137746038 |
| 2021-04-01 | 5.38013162628063 |
| 2021-05-01 | 5.34067351985920 |
| 2021-06-01 | 5.31352720556781 |
| 2021-07-01 | 5.34799809760908 |
| 2021-08-01 | 5.34907638793955 |
| 2021-09-01 | 5.31814163908983 |
| 2021-10-01 | 5.34419639625967 |
| 2021-11-01 | 5.28696951789618 |
| 2021-12-01 | 5.33437451030688 |
| 2022-01-01 | 5.45011935144120 |
| 2022-02-01 | 5.42179364131815 |
| 2022-03-01 | 5.41946870413312 |
| 2022-04-01 | 5.46984829484018 |
| 2022-05-01 | 5.42453848386099 |
| 2022-06-01 | 5.41236009006357 |
| 2022-07-01 | 5.45499078619169 |
| 2022-08-01 | 5.45983722301597 |
| 2022-09-01 | 5.51792150522209 |
| 2022-10-01 | 5.34384499788785 |
| 2022-11-01 | 5.39206552523687 |
| 2022-12-01 | 5.44618989475357 |
| 2023-01-01 | 5.45038746475464 |
| 2023-02-01 | 5.50935503039157 |
| 2023-03-01 | 5.51846757615620 |
| 2023-04-01 | 5.46432231318620 |
| 2023-05-01 | 5.51396221476966 |
| 2023-06-01 | 5.51162482136575 |
| 2023-07-01 | 5.46551726930686 |
| 2023-08-01 | 5.47448249055125 |
| 2023-09-01 | 5.51565840621948 |
| 2023-10-01 | 5.44164584040045 |
| 2023-11-01 | 5.48973716002706 |
| 2023-12-01 | 5.44424077116315 |
| 2024-01-01 | 5.44828750998920 |
| 2024-02-01 | 5.50600791935550 |
| 2024-03-01 | 5.51406052235001 |
| 2024-04-01 | 5.56890252437865 |
| 2024-05-01 | 5.60813638839469 |
| 2024-06-01 | 5.61247416851348 |
| 2024-07-01 | 5.57369326361091 |
| 2024-08-01 | 5.58769650468796 |
| 2024-09-01 | 5.61374591158788 |
| 2024-10-01 | 5.64075230830757 |
| 2024-11-01 | 5.57840680271190 |
| 2024-12-01 | 5.64000894737868 |
| 2025-01-01 | 5.64599869988337 |
| 2025-02-01 | 5.50662370058538 |
| 2025-03-01 | 5.61480183317411 |
| 2025-04-01 | 5.57258346479304 |
| 2025-05-01 | 5.61164573458562 |
| 2025-06-01 | 5.51554649048009 |
| 2025-07-01 | 5.68005253822226 |
| 2025-08-01 | 5.59682464024887 |
| 2025-09-01 | 5.61448194006581 |
| 2025-10-01 | 5.63572816452004 |
| 2025-11-01 | 5.66758446458840 |
| 2025-12-01 | 5.62957306192560 |
| 2026-01-01 | 5.64248592383623 |
| 2026-02-01 | 5.61271830551079 |
| 2026-03-01 | 5.51552440004248 |
| 2026-04-01 | 5.57693284000332 |
| 2026-05-01 | 5.51777027087008 |