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 2024-10-01 |
| Last Updated | 2024-11-20 6:36 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 | 4.0766994135639100 |
| 1990-02-01 | 4.0774100232980900 |
| 1990-03-01 | 4.1038539179132200 |
| 1990-04-01 | 4.1058105023597700 |
| 1990-05-01 | 4.1793486277933600 |
| 1990-06-01 | 4.0966726242849100 |
| 1990-07-01 | 4.1365404488166400 |
| 1990-08-01 | 4.2156577525262700 |
| 1990-09-01 | 4.1762979709748500 |
| 1990-10-01 | 4.1823891845036500 |
| 1990-11-01 | 4.1207810527889800 |
| 1990-12-01 | 4.1241355780250500 |
| 1991-01-01 | 3.8730584712817997 |
| 1991-02-01 | 3.8747853652133197 |
| 1991-03-01 | 3.8033046943394200 |
| 1991-04-01 | 3.8046929305899306 |
| 1991-05-01 | 3.7813837796107500 |
| 1991-06-01 | 3.7966011731457400 |
| 1991-07-01 | 3.7388686660919400 |
| 1991-08-01 | 3.7244310785404300 |
| 1991-09-01 | 3.6815355173595000 |
| 1991-10-01 | 3.7877035720563400 |
| 1991-11-01 | 3.7188215290540803 |
| 1991-12-01 | 3.7224914594630403 |
| 1992-01-01 | 3.6673534517549300 |
| 1992-02-01 | 3.6697902091480300 |
| 1992-03-01 | 3.7064906351743300 |
| 1992-04-01 | 3.7016130876011700 |
| 1992-05-01 | 3.6861038446927900 |
| 1992-06-01 | 3.6927818670474100 |
| 1992-07-01 | 3.7306436395210600 |
| 1992-08-01 | 3.7253926560445000 |
| 1992-09-01 | 3.7862268989754506 |
| 1992-10-01 | 3.7943020691523200 |
| 1992-11-01 | 3.8189442701337700 |
| 1992-12-01 | 3.8199040279657300 |
| 1993-01-01 | 3.8699307729068100 |
| 1993-02-01 | 3.8728963732420200 |
| 1993-03-01 | 3.9117610456210500 |
| 1993-04-01 | 3.8993959137073397 |
| 1993-05-01 | 3.8883125323439502 |
| 1993-06-01 | 3.8869349900342500 |
| 1993-07-01 | 3.9193401066529000 |
| 1993-08-01 | 3.9225139797715600 |
| 1993-09-01 | 3.9905839611341696 |
| 1993-10-01 | 3.8991666974552500 |
| 1993-11-01 | 3.9236476852270097 |
| 1993-12-01 | 3.9153324277941800 |
| 1994-01-01 | 3.8660693087584300 |
| 1994-02-01 | 3.8702181935558700 |
| 1994-03-01 | 4.0239868236187600 |
| 1994-04-01 | 4.0989494105223505 |
| 1994-05-01 | 4.0876172616205400 |
| 1994-06-01 | 4.0766073347356700 |
| 1994-07-01 | 4.2082930168474000 |
| 1994-08-01 | 4.1188643989258305 |
| 1994-09-01 | 4.0921829726913400 |
| 1994-10-01 | 4.1073870271034805 |
| 1994-11-01 | 4.1322355839772005 |
| 1994-12-01 | 4.1049016576140000 |
| 1995-01-01 | 4.1690822836009800 |
| 1995-02-01 | 4.1742267915320400 |
| 1995-03-01 | 4.1387124435564395 |
| 1995-04-01 | 4.2010486547111405 |
| 1995-05-01 | 4.1833861637940695 |
| 1995-06-01 | 4.2648138677477700 |
| 1995-07-01 | 4.3029840461894900 |
| 1995-08-01 | 4.3165674600031300 |
| 1995-09-01 | 4.2894995665873505 |
| 1995-10-01 | 4.4164968891518600 |
| 1995-11-01 | 4.4453479839303895 |
| 1995-12-01 | 4.4908300197707100 |
| 1996-01-01 | 4.4724123284025100 |
| 1996-02-01 | 4.4755799344802300 |
| 1996-03-01 | 4.4580255706397100 |
| 1996-04-01 | 4.4033533146936690 |
| 1996-05-01 | 4.3802175258484200 |
| 1996-06-01 | 4.3529879060908900 |
| 1996-07-01 | 4.2985273640158900 |
| 1996-08-01 | 4.3234563100764900 |
| 1996-09-01 | 4.2851485309796600 |
| 1996-10-01 | 4.3261172703510800 |
| 1996-11-01 | 4.2500291531894900 |
| 1996-12-01 | 4.2776082852657300 |
| 1997-01-01 | 4.2699269843601000 |
| 1997-02-01 | 4.2694948518696900 |
| 1997-03-01 | 4.2629149479224300 |
| 1997-04-01 | 4.3022619010677000 |
| 1997-05-01 | 4.3798875142703600 |
| 1997-06-01 | 4.3495900289065600 |
| 1997-07-01 | 4.2932297303874805 |
| 1997-08-01 | 4.4284103147442595 |
| 1997-09-01 | 4.3795971275231900 |
| 1997-10-01 | 4.2348929295869100 |
| 1997-11-01 | 4.2563708135551100 |
| 1997-12-01 | 4.2712451960199700 |
| 1998-01-01 | 4.2731551469057500 |
| 1998-02-01 | 4.2646312761995400 |
| 1998-03-01 | 4.2627789296909600 |
| 1998-04-01 | 4.2949382574827600 |
| 1998-05-01 | 4.2744575890534600 |
| 1998-06-01 | 4.3537186299356400 |
| 1998-07-01 | 4.3914914533285500 |
| 1998-08-01 | 4.3355602084414700 |
| 1998-09-01 | 4.3785156112591200 |
| 1998-10-01 | 4.3454158080981800 |
| 1998-11-01 | 4.4595209740459300 |
| 1998-12-01 | 4.3735503807546300 |
| 1999-01-01 | 4.2764851717933100 |
| 1999-02-01 | 4.2583083267672100 |
| 1999-03-01 | 4.2524046197239500 |
| 1999-04-01 | 4.1840543188017400 |
| 1999-05-01 | 4.1701215175600295 |
| 1999-06-01 | 4.1629273691317200 |
| 1999-07-01 | 4.2015933608950600 |
| 1999-08-01 | 4.1442744235773600 |
| 1999-09-01 | 4.0846998043665600 |
| 1999-10-01 | 4.3497832080916100 |
| 1999-11-01 | 4.3539843958762400 |
| 1999-12-01 | 4.1826545465261300 |
| 2000-01-01 | 4.2799739463012700 |
| 2000-02-01 | 4.2512655490760000 |
| 2000-03-01 | 4.2395586060200205 |
| 2000-04-01 | 4.2706890966201300 |
| 2000-05-01 | 4.2610758150738300 |
| 2000-06-01 | 4.2662002865982400 |
| 2000-07-01 | 4.3139108900454595 |
| 2000-08-01 | 4.3502494829168100 |
| 2000-09-01 | 4.2957593667866200 |
| 2000-10-01 | 4.2454206645699190 |
| 2000-11-01 | 4.2428539584137800 |
| 2000-12-01 | 4.2931192918154500 |
| 2001-01-01 | 4.2800795906033600 |
| 2001-02-01 | 4.3493688987265600 |
| 2001-03-01 | 4.3256110300737600 |
| 2001-04-01 | 4.3618466598782100 |
| 2001-05-01 | 4.3502091702148100 |
| 2001-06-01 | 4.2680695951729100 |
| 2001-07-01 | 4.2343074655243200 |
| 2001-08-01 | 4.2579594281750600 |
| 2001-09-01 | 4.2055770993062600 |
| 2001-10-01 | 4.2370019954634100 |
| 2001-11-01 | 4.2352952994498700 |
| 2001-12-01 | 4.2028446941511300 |
| 2002-01-01 | 4.4837369442568090 |
| 2002-02-01 | 4.5531114402653390 |
| 2002-03-01 | 4.5156491978611800 |
| 2002-04-01 | 4.4593709771173800 |
| 2002-05-01 | 4.4336674904434100 |
| 2002-06-01 | 4.4632022708733000 |
| 2002-07-01 | 4.3529057860093000 |
| 2002-08-01 | 4.4604375508526600 |
| 2002-09-01 | 4.5153511863114010 |
| 2002-10-01 | 4.5302835092744200 |
| 2002-11-01 | 4.5281175796718610 |
| 2002-12-01 | 4.5102700072548490 |
| 2003-01-01 | 4.7876651721149600 |
| 2003-02-01 | 4.7633261012636600 |
| 2003-03-01 | 4.7064126890984200 |
| 2003-04-01 | 4.7646513489658200 |
| 2003-05-01 | 4.8187005912022590 |
| 2003-06-01 | 4.7541425944245300 |
| 2003-07-01 | 4.6602407323926105 |
| 2003-08-01 | 4.6642674709629200 |
| 2003-09-01 | 4.6161630333143100 |
| 2003-10-01 | 4.6219506209543490 |
| 2003-11-01 | 4.6211088631909600 |
| 2003-12-01 | 4.6132066467725590 |
| 2004-01-01 | 4.5837969668034000 |
| 2004-02-01 | 4.5718000989543210 |
| 2004-03-01 | 4.6038938251811500 |
| 2004-04-01 | 4.5748355991930190 |
| 2004-05-01 | 4.6156149432980310 |
| 2004-06-01 | 4.5495921558307900 |
| 2004-07-01 | 4.6660713569498700 |
| 2004-08-01 | 4.5680022706358900 |
| 2004-09-01 | 4.6131876661147000 |
| 2004-10-01 | 4.6164685013535000 |
| 2004-11-01 | 4.6127493492227700 |
| 2004-12-01 | 4.6128387890381900 |
| 2005-01-01 | 4.6861739841889600 |
| 2005-02-01 | 4.6830009236065500 |
| 2005-03-01 | 4.7044637945706205 |
| 2005-04-01 | 4.6847059884518000 |
| 2005-05-01 | 4.7114476498933495 |
| 2005-06-01 | 4.7454799779260400 |
| 2005-07-01 | 4.7697583510758400 |
| 2005-08-01 | 4.7661210566702600 |
| 2005-09-01 | 4.7016831689718210 |
| 2005-10-01 | 4.7116307043984100 |
| 2005-11-01 | 4.7115150345151200 |
| 2005-12-01 | 4.7131410885725190 |
| 2006-01-01 | 4.5857276031401510 |
| 2006-02-01 | 4.6857149128739200 |
| 2006-03-01 | 4.7109689145116700 |
| 2006-04-01 | 4.6859951165226200 |
| 2006-05-01 | 4.7134879205775600 |
| 2006-06-01 | 4.7446436538245600 |
| 2006-07-01 | 4.7775853274742300 |
| 2006-08-01 | 4.7637858517351000 |
| 2006-09-01 | 4.7923420065691200 |
| 2006-10-01 | 4.8068462618754900 |
| 2006-11-01 | 4.8084253910392900 |
| 2006-12-01 | 4.8102735010051605 |
| 2007-01-01 | 5.0995941170882900 |
| 2007-02-01 | 5.0948272169556200 |
| 2007-03-01 | 5.1205873309556900 |
| 2007-04-01 | 5.1808645944383700 |
| 2007-05-01 | 5.2107704059261700 |
| 2007-06-01 | 5.1382306108352400 |
| 2007-07-01 | 5.0826359009033000 |
| 2007-08-01 | 5.1632913520371510 |
| 2007-09-01 | 5.1813975860817100 |
| 2007-10-01 | 5.1014125537092300 |
| 2007-11-01 | 5.2047350876493200 |
| 2007-12-01 | 5.2080073132765400 |
| 2008-01-01 | 5.2043604186244700 |
| 2008-02-01 | 5.3017408252625100 |
| 2008-03-01 | 5.2346381275337310 |
| 2008-04-01 | 5.1690897862262500 |
| 2008-05-01 | 5.2204847948896700 |
| 2008-06-01 | 5.2318691400645800 |
| 2008-07-01 | 5.1845849275255300 |
| 2008-08-01 | 5.2640636919256900 |
| 2008-09-01 | 5.2753839006219100 |
| 2008-10-01 | 5.3049627911575600 |
| 2008-11-01 | 5.1995853384656800 |
| 2008-12-01 | 5.2030938231006110 |
| 2009-01-01 | 5.2082791475079500 |
| 2009-02-01 | 5.1997966587515890 |
| 2009-03-01 | 5.0397710658515400 |
| 2009-04-01 | 5.1629813036932600 |
| 2009-05-01 | 5.0344192970690600 |
| 2009-06-01 | 5.0301277285760095 |
| 2009-07-01 | 4.9805637568918200 |
| 2009-08-01 | 4.9635739903070000 |
| 2009-09-01 | 4.9761006264364200 |
| 2009-10-01 | 5.0109744319053100 |
| 2009-11-01 | 4.9979062168114900 |
| 2009-12-01 | 5.0027605602717200 |
| 2010-01-01 | 5.0062496335346210 |
| 2010-02-01 | 4.9925042560428400 |
| 2010-03-01 | 5.0405906749257000 |
| 2010-04-01 | 5.1590074462875800 |
| 2010-05-01 | 5.2442198275453205 |
| 2010-06-01 | 5.2241047131165000 |
| 2010-07-01 | 5.2690945505098790 |
| 2010-08-01 | 5.2526813349983000 |
| 2010-09-01 | 5.1807440895393100 |
| 2010-10-01 | 5.3240840415934700 |
| 2010-11-01 | 5.3971986509246200 |
| 2010-12-01 | 5.4059206845002600 |
| 2011-01-01 | 5.4168789973614500 |
| 2011-02-01 | 5.3937747418064905 |
| 2011-03-01 | 5.4382711316263900 |
| 2011-04-01 | 5.4572577021192500 |
| 2011-05-01 | 5.4517982742435300 |
| 2011-06-01 | 5.5177629795982900 |
| 2011-07-01 | 5.5535269721822500 |
| 2011-08-01 | 5.5398317574793100 |
| 2011-09-01 | 5.5907168638272090 |
| 2011-10-01 | 5.5367308473727790 |
| 2011-11-01 | 5.4987533987231600 |
| 2011-12-01 | 5.6117121309477310 |
| 2012-01-01 | 5.6199815090417005 |
| 2012-02-01 | 5.6911095221993495 |
| 2012-03-01 | 5.7323439373747895 |
| 2012-04-01 | 5.6578868390464290 |
| 2012-05-01 | 5.6549771484891800 |
| 2012-06-01 | 5.7148071717509200 |
| 2012-07-01 | 5.8425919374506790 |
| 2012-08-01 | 5.8280909567471810 |
| 2012-09-01 | 5.7997868637712005 |
| 2012-10-01 | 5.8472264317222310 |
| 2012-11-01 | 5.9012208245798800 |
| 2012-12-01 | 5.9194238407663090 |
| 2013-01-01 | 5.9248911086457300 |
| 2013-02-01 | 5.9863710197237300 |
| 2013-03-01 | 6.0239683217684600 |
| 2013-04-01 | 6.0643563475701905 |
| 2013-05-01 | 6.1524257129489410 |
| 2013-06-01 | 6.1073826146945100 |
| 2013-07-01 | 6.1349980574191290 |
| 2013-08-01 | 6.2162026248817694 |
| 2013-09-01 | 6.3101226389259100 |
| 2013-10-01 | 6.2483071060963296 |
| 2013-11-01 | 6.3083176462604100 |
| 2013-12-01 | 6.3303735959072700 |
| 2014-01-01 | 6.4277307564046500 |
| 2014-02-01 | 6.4859818667015100 |
| 2014-03-01 | 6.5192887649683300 |
| 2014-04-01 | 6.5725379798645900 |
| 2014-05-01 | 6.5451638476293805 |
| 2014-06-01 | 6.6007303747891200 |
| 2014-07-01 | 6.6330435315688600 |
| 2014-08-01 | 6.6074928876057190 |
| 2014-09-01 | 6.6150605022503400 |
| 2014-10-01 | 6.6403654825282890 |
| 2014-11-01 | 6.6127672561651300 |
| 2014-12-01 | 6.6410891338931390 |
| 2015-01-01 | 6.6226841914798610 |
| 2015-02-01 | 6.5876142327410500 |
| 2015-03-01 | 6.5193304154265200 |
| 2015-04-01 | 6.4848628911967300 |
| 2015-05-01 | 6.4404108791929190 |
| 2015-06-01 | 6.3998371712466710 |
| 2015-07-01 | 6.3373305533385400 |
| 2015-08-01 | 6.3152230467279600 |
| 2015-09-01 | 6.3132444070178700 |
| 2015-10-01 | 6.3295441200692300 |
| 2015-11-01 | 6.3161560008789195 |
| 2015-12-01 | 6.3421667995805190 |
| 2016-01-01 | 6.2034754846329290 |
| 2016-02-01 | 6.1839016045159200 |
| 2016-03-01 | 6.1224488523736000 |
| 2016-04-01 | 6.2992292519839100 |
| 2016-05-01 | 6.4353293480972100 |
| 2016-06-01 | 6.4962817881329810 |
| 2016-07-01 | 6.4376767068407200 |
| 2016-08-01 | 6.4170270273556000 |
| 2016-09-01 | 6.4055127973458400 |
| 2016-10-01 | 6.4290232769937000 |
| 2016-11-01 | 6.4178503888450305 |
| 2016-12-01 | 6.4428009930120190 |
| 2017-01-01 | 6.6019160483333210 |
| 2017-02-01 | 6.5846754190373400 |
| 2017-03-01 | 6.6324066184684210 |
| 2017-04-01 | 6.6111849978706910 |
| 2017-05-01 | 6.6353097195981500 |
| 2017-06-01 | 6.5888033292611600 |
| 2017-07-01 | 6.6302524415246200 |
| 2017-08-01 | 6.7209961487882500 |
| 2017-09-01 | 6.6995351722002990 |
| 2017-10-01 | 6.7351092109060300 |
| 2017-11-01 | 6.7220572714703800 |
| 2017-12-01 | 6.8411544208556510 |
| 2018-01-01 | 6.4954938946740700 |
| 2018-02-01 | 6.4744274835079690 |
| 2018-03-01 | 6.6396908331445506 |
| 2018-04-01 | 6.6116798527613700 |
| 2018-05-01 | 6.6353672320761300 |
| 2018-06-01 | 6.6898760995581600 |
| 2018-07-01 | 6.6272052964091600 |
| 2018-08-01 | 6.6265553725000705 |
| 2018-09-01 | 6.6984981218084910 |
| 2018-10-01 | 6.6414753681678090 |
| 2018-11-01 | 6.6289686211606105 |
| 2018-12-01 | 6.6361100173651100 |
| 2019-01-01 | 6.5959139895916910 |
| 2019-02-01 | 6.5604912674787500 |
| 2019-03-01 | 6.5437091441853300 |
| 2019-04-01 | 6.4989889075506200 |
| 2019-05-01 | 6.5394120222386690 |
| 2019-06-01 | 6.4947823519415095 |
| 2019-07-01 | 6.5255984061113710 |
| 2019-08-01 | 6.5394989906944000 |
| 2019-09-01 | 6.4989239000339400 |
| 2019-10-01 | 6.4491198207132690 |
| 2019-11-01 | 6.5412614178469010 |
| 2019-12-01 | 6.5297241331968500 |
| 2020-01-01 | 6.6955296348588800 |
| 2020-02-01 | 6.6499250409835190 |
| 2020-03-01 | 6.5394239372335990 |
| 2020-04-01 | 5.5834820308855090 |
| 2020-05-01 | 5.5429787409056100 |
| 2020-06-01 | 5.6168237023088710 |
| 2020-07-01 | 5.9340430439474300 |
| 2020-08-01 | 5.8584139100524295 |
| 2020-09-01 | 5.9049453773406200 |
| 2020-10-01 | 5.9513603158532100 |
| 2020-11-01 | 5.9461617286090300 |
| 2020-12-01 | 5.9239129792625205 |
| 2021-01-01 | 5.7826119877572410 |
| 2021-02-01 | 5.7320985969815800 |
| 2021-03-01 | 5.8272090481740900 |
| 2021-04-01 | 5.8690973426549010 |
| 2021-05-01 | 5.8325811368072800 |
| 2021-06-01 | 5.8197617473483490 |
| 2021-07-01 | 5.8385093472221510 |
| 2021-08-01 | 5.8754398165548300 |
| 2021-09-01 | 5.8103094188158300 |
| 2021-10-01 | 5.8510031279180700 |
| 2021-11-01 | 5.7495385982253400 |
| 2021-12-01 | 5.7205493979704410 |
| 2022-01-01 | 5.8842585498774190 |
| 2022-02-01 | 5.9311219737395000 |
| 2022-03-01 | 5.9149642304743490 |
| 2022-04-01 | 5.9596967781435000 |
| 2022-05-01 | 5.9200960999257600 |
| 2022-06-01 | 5.9268006665587990 |
| 2022-07-01 | 5.9451444789372690 |
| 2022-08-01 | 5.9846233288961400 |
| 2022-09-01 | 6.0176398206279100 |
| 2022-10-01 | 5.9480271417902190 |
| 2022-11-01 | 5.8542344969261210 |
| 2022-12-01 | 6.0214100550181500 |
| 2023-01-01 | 6.0866363984883500 |
| 2023-02-01 | 6.0279700615417395 |
| 2023-03-01 | 6.1045578927671690 |
| 2023-04-01 | 6.0572974152025110 |
| 2023-05-01 | 6.1102700365471600 |
| 2023-06-01 | 6.1282200597089410 |
| 2023-07-01 | 5.8553110569688500 |
| 2023-08-01 | 5.8920761072282690 |
| 2023-09-01 | 5.9171540520152500 |
| 2023-10-01 | 5.9457107172653310 |
| 2023-11-01 | 5.9552946203150405 |
| 2023-12-01 | 5.9199456014296600 |
| 2024-01-01 | 5.8818929036321900 |
| 2024-02-01 | 5.9307138013962110 |
| 2024-03-01 | 5.8965552085817300 |
| 2024-04-01 | 5.8618156786040490 |
| 2024-05-01 | 5.9055724954175500 |
| 2024-06-01 | 5.9323598899081800 |
| 2024-07-01 | 5.9606666272767010 |
| 2024-08-01 | 5.9954499455242510 |
| 2024-09-01 | 6.0185309811428400 |
| 2024-10-01 | 6.0460933503199000 |
