Table Data - All Employees: Wholesale Trade in South Bend-Mishawaka, IN-MI (MSA)
| Title | All Employees: Wholesale Trade in South Bend-Mishawaka, IN-MI (MSA) |
|---|---|
| Series ID | SMU18437804100000001SA |
| 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 10:32 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 | 6.47317308909100 |
| 1990-02-01 | 6.49825859747171 |
| 1990-03-01 | 6.51305614884036 |
| 1990-04-01 | 6.57206519513359 |
| 1990-05-01 | 6.54073621762183 |
| 1990-06-01 | 6.54532947523211 |
| 1990-07-01 | 6.60122280885590 |
| 1990-08-01 | 6.51511193297425 |
| 1990-09-01 | 6.54279100744408 |
| 1990-10-01 | 6.43701694261483 |
| 1990-11-01 | 6.47778836550861 |
| 1990-12-01 | 6.47658551888930 |
| 1991-01-01 | 6.57827551510397 |
| 1991-02-01 | 6.60572099948760 |
| 1991-03-01 | 6.62297485848772 |
| 1991-04-01 | 6.57486443997658 |
| 1991-05-01 | 6.53375446343280 |
| 1991-06-01 | 6.33211574662594 |
| 1991-07-01 | 6.38953268439138 |
| 1991-08-01 | 6.40758116685624 |
| 1991-09-01 | 6.44332532070989 |
| 1991-10-01 | 6.54622002569893 |
| 1991-11-01 | 6.58408614657954 |
| 1991-12-01 | 6.58012578974973 |
| 1992-01-01 | 6.38838678229819 |
| 1992-02-01 | 6.21196201828122 |
| 1992-03-01 | 6.43366445953325 |
| 1992-04-01 | 6.28207452995660 |
| 1992-05-01 | 6.12210613520813 |
| 1992-06-01 | 6.20793357176266 |
| 1992-07-01 | 6.27225625687063 |
| 1992-08-01 | 6.28889302072939 |
| 1992-09-01 | 6.24775088222926 |
| 1992-10-01 | 6.56116124727320 |
| 1992-11-01 | 6.49712688748200 |
| 1992-12-01 | 6.48356297231810 |
| 1993-01-01 | 6.40363802147637 |
| 1993-02-01 | 6.32269231976590 |
| 1993-03-01 | 6.24867617593141 |
| 1993-04-01 | 6.19085602765221 |
| 1993-05-01 | 6.11083442350338 |
| 1993-06-01 | 6.07599098096769 |
| 1993-07-01 | 5.93991475538165 |
| 1993-08-01 | 5.95820925171530 |
| 1993-09-01 | 5.95715022946096 |
| 1993-10-01 | 6.28597191646276 |
| 1993-11-01 | 6.31600998961408 |
| 1993-12-01 | 6.28996965761717 |
| 1994-01-01 | 6.32044855992842 |
| 1994-02-01 | 6.33505191843234 |
| 1994-03-01 | 6.35618720060805 |
| 1994-04-01 | 6.50192874116069 |
| 1994-05-01 | 6.60219142144644 |
| 1994-06-01 | 6.74137420897754 |
| 1994-07-01 | 6.71057671314865 |
| 1994-08-01 | 6.62536244488348 |
| 1994-09-01 | 6.66823101211441 |
| 1994-10-01 | 6.60665594026911 |
| 1994-11-01 | 6.62811996706061 |
| 1994-12-01 | 6.69701586268681 |
| 1995-01-01 | 6.73896912120250 |
| 1995-02-01 | 6.85329898508630 |
| 1995-03-01 | 6.95928142510704 |
| 1995-04-01 | 6.71051487324699 |
| 1995-05-01 | 6.79915034211969 |
| 1995-06-01 | 6.91734008042760 |
| 1995-07-01 | 6.77831625786614 |
| 1995-08-01 | 6.79284552260857 |
| 1995-09-01 | 6.78143304267240 |
| 1995-10-01 | 6.72186622557525 |
| 1995-11-01 | 6.73434256007742 |
| 1995-12-01 | 6.80425518844526 |
| 1996-01-01 | 6.85622707591518 |
| 1996-02-01 | 6.86754129345816 |
| 1996-03-01 | 6.84934222080574 |
| 1996-04-01 | 6.92016332053629 |
| 1996-05-01 | 6.90522173340243 |
| 1996-06-01 | 7.00526277453253 |
| 1996-07-01 | 6.96008749335341 |
| 1996-08-01 | 6.96905698631510 |
| 1996-09-01 | 6.89102450377164 |
| 1996-10-01 | 6.92206329401869 |
| 1996-11-01 | 6.93280418242070 |
| 1996-12-01 | 6.90616041856998 |
| 1997-01-01 | 6.76773040536816 |
| 1997-02-01 | 6.88205871234708 |
| 1997-03-01 | 7.03938407562328 |
| 1997-04-01 | 6.92806388418542 |
| 1997-05-01 | 7.01885905598490 |
| 1997-06-01 | 7.00838985865876 |
| 1997-07-01 | 7.04467787366554 |
| 1997-08-01 | 7.04728709163309 |
| 1997-09-01 | 7.10116457398199 |
| 1997-10-01 | 7.11454927289043 |
| 1997-11-01 | 7.12631883277271 |
| 1997-12-01 | 7.10292847321968 |
| 1998-01-01 | 7.07583225128151 |
| 1998-02-01 | 7.09376952828501 |
| 1998-03-01 | 7.13136541619768 |
| 1998-04-01 | 7.13729858019849 |
| 1998-05-01 | 7.13228572961077 |
| 1998-06-01 | 7.11693755338147 |
| 1998-07-01 | 7.13318682362242 |
| 1998-08-01 | 7.23585712270306 |
| 1998-09-01 | 7.20233918259446 |
| 1998-10-01 | 7.30807932351667 |
| 1998-11-01 | 7.31783195646996 |
| 1998-12-01 | 7.29581805484794 |
| 1999-01-01 | 7.28209143582472 |
| 1999-02-01 | 7.30104938655851 |
| 1999-03-01 | 7.33351944586471 |
| 1999-04-01 | 7.34382525464988 |
| 1999-05-01 | 7.34383579553131 |
| 1999-06-01 | 7.42524946240380 |
| 1999-07-01 | 7.52063329647880 |
| 1999-08-01 | 7.42791691360724 |
| 1999-09-01 | 7.49864473410846 |
| 1999-10-01 | 7.50792376349674 |
| 1999-11-01 | 7.51345176745917 |
| 1999-12-01 | 7.58593045303463 |
| 2000-01-01 | 7.68842232903899 |
| 2000-02-01 | 7.70100347461130 |
| 2000-03-01 | 7.73831230569292 |
| 2000-04-01 | 7.75378509712453 |
| 2000-05-01 | 7.75343551770458 |
| 2000-06-01 | 7.72827307325510 |
| 2000-07-01 | 7.80971240325857 |
| 2000-08-01 | 7.82331888228672 |
| 2000-09-01 | 7.78663712016196 |
| 2000-10-01 | 7.81553405479954 |
| 2000-11-01 | 7.71511575881703 |
| 2000-12-01 | 7.67735361318670 |
| 2001-01-01 | 7.98975788083390 |
| 2001-02-01 | 7.99731684870396 |
| 2001-03-01 | 7.84969102618770 |
| 2001-04-01 | 7.85875453967074 |
| 2001-05-01 | 7.86034521170158 |
| 2001-06-01 | 7.93015563728206 |
| 2001-07-01 | 7.80052051700823 |
| 2001-08-01 | 7.72149095914374 |
| 2001-09-01 | 7.67743048957413 |
| 2001-10-01 | 7.62365519503278 |
| 2001-11-01 | 7.61185657903720 |
| 2001-12-01 | 7.57105151140054 |
| 2002-01-01 | 7.48744701482037 |
| 2002-02-01 | 7.49511117444955 |
| 2002-03-01 | 7.46070937634930 |
| 2002-04-01 | 7.46603981975564 |
| 2002-05-01 | 7.46443277697172 |
| 2002-06-01 | 7.53105034217481 |
| 2002-07-01 | 7.49385449284059 |
| 2002-08-01 | 7.52344742337024 |
| 2002-09-01 | 7.56803706065682 |
| 2002-10-01 | 7.52774792254845 |
| 2002-11-01 | 7.50813998286388 |
| 2002-12-01 | 7.57078904174317 |
| 2003-01-01 | 7.48274738991401 |
| 2003-02-01 | 7.38997160019010 |
| 2003-03-01 | 7.47044327387633 |
| 2003-04-01 | 7.36981294211100 |
| 2003-05-01 | 7.36995768349182 |
| 2003-06-01 | 7.33135634436505 |
| 2003-07-01 | 7.29254182175016 |
| 2003-08-01 | 7.32928605423370 |
| 2003-09-01 | 7.26102458270195 |
| 2003-10-01 | 7.22626162243513 |
| 2003-11-01 | 7.20094347090591 |
| 2003-12-01 | 7.17595038820376 |
| 2004-01-01 | 7.17813010351180 |
| 2004-02-01 | 7.18571412230616 |
| 2004-03-01 | 7.16809449446570 |
| 2004-04-01 | 7.27474599490488 |
| 2004-05-01 | 7.27618855235038 |
| 2004-06-01 | 7.23193463652746 |
| 2004-07-01 | 7.29726611070955 |
| 2004-08-01 | 7.23545861275542 |
| 2004-09-01 | 7.15717689716512 |
| 2004-10-01 | 7.31986729556674 |
| 2004-11-01 | 7.39765939373119 |
| 2004-12-01 | 7.38619651001852 |
| 2005-01-01 | 7.47326101791274 |
| 2005-02-01 | 7.37962553425866 |
| 2005-03-01 | 7.35845611559694 |
| 2005-04-01 | 7.36963368082385 |
| 2005-05-01 | 7.38329456991995 |
| 2005-06-01 | 7.43691589703236 |
| 2005-07-01 | 7.60759803576165 |
| 2005-08-01 | 7.54386997599079 |
| 2005-09-01 | 7.55755870032995 |
| 2005-10-01 | 7.61247322299531 |
| 2005-11-01 | 7.59341710718860 |
| 2005-12-01 | 7.49085133056733 |
| 2006-01-01 | 7.76951545807461 |
| 2006-02-01 | 7.77365638333745 |
| 2006-03-01 | 7.74611064434799 |
| 2006-04-01 | 7.76641055080259 |
| 2006-05-01 | 7.78893135811572 |
| 2006-06-01 | 7.84340964751241 |
| 2006-07-01 | 7.82155079123233 |
| 2006-08-01 | 7.74685434748414 |
| 2006-09-01 | 7.75828359333750 |
| 2006-10-01 | 7.60596798013308 |
| 2006-11-01 | 7.69555618914725 |
| 2006-12-01 | 7.59360183689716 |
| 2007-01-01 | 7.56602596372495 |
| 2007-02-01 | 7.56469043959289 |
| 2007-03-01 | 7.63681324476518 |
| 2007-04-01 | 7.55869739269576 |
| 2007-05-01 | 7.59577570799533 |
| 2007-06-01 | 7.55016891500313 |
| 2007-07-01 | 7.53309761405345 |
| 2007-08-01 | 7.54670355115250 |
| 2007-09-01 | 7.46005102394823 |
| 2007-10-01 | 7.60480029408336 |
| 2007-11-01 | 7.60031188814300 |
| 2007-12-01 | 7.58987062471879 |
| 2008-01-01 | 7.56468489620600 |
| 2008-02-01 | 7.55973396584375 |
| 2008-03-01 | 7.62680924182746 |
| 2008-04-01 | 7.55606320448759 |
| 2008-05-01 | 7.39517518380204 |
| 2008-06-01 | 7.35719096488267 |
| 2008-07-01 | 7.24054768709436 |
| 2008-08-01 | 7.23965715034744 |
| 2008-09-01 | 7.16619291559043 |
| 2008-10-01 | 7.10634306424315 |
| 2008-11-01 | 7.00926279648779 |
| 2008-12-01 | 6.99079006123263 |
| 2009-01-01 | 6.96182375547934 |
| 2009-02-01 | 6.75585955789838 |
| 2009-03-01 | 6.62430866254080 |
| 2009-04-01 | 6.54666821737031 |
| 2009-05-01 | 6.59023737187987 |
| 2009-06-01 | 6.56110801735189 |
| 2009-07-01 | 6.43827659960918 |
| 2009-08-01 | 6.53417081440485 |
| 2009-09-01 | 6.57538132023736 |
| 2009-10-01 | 6.51304093439540 |
| 2009-11-01 | 6.51750336810971 |
| 2009-12-01 | 6.49472161229902 |
| 2010-01-01 | 6.55818990446144 |
| 2010-02-01 | 6.55365067942727 |
| 2010-03-01 | 6.52817702532447 |
| 2010-04-01 | 6.54369353200138 |
| 2010-05-01 | 6.47789217156568 |
| 2010-06-01 | 6.45772932417235 |
| 2010-07-01 | 6.53085991144805 |
| 2010-08-01 | 6.53002962511488 |
| 2010-09-01 | 6.48010475917274 |
| 2010-10-01 | 6.51625207762745 |
| 2010-11-01 | 6.52981055610892 |
| 2010-12-01 | 6.61224856319517 |
| 2011-01-01 | 6.55654252885179 |
| 2011-02-01 | 6.54912285785708 |
| 2011-03-01 | 6.63551965925631 |
| 2011-04-01 | 6.53619586024358 |
| 2011-05-01 | 6.56424815001747 |
| 2011-06-01 | 6.55029839552757 |
| 2011-07-01 | 6.52192156962605 |
| 2011-08-01 | 6.52983431280629 |
| 2011-09-01 | 6.48261093252305 |
| 2011-10-01 | 6.51697563115939 |
| 2011-11-01 | 6.53648869273969 |
| 2011-12-01 | 6.52870504082561 |
| 2012-01-01 | 6.56500017616127 |
| 2012-02-01 | 6.54692596845158 |
| 2012-03-01 | 6.54016520077673 |
| 2012-04-01 | 6.63348532042432 |
| 2012-05-01 | 6.55020758875186 |
| 2012-06-01 | 6.53876213182842 |
| 2012-07-01 | 6.51929542460502 |
| 2012-08-01 | 6.43348947554655 |
| 2012-09-01 | 6.48268654439670 |
| 2012-10-01 | 6.30898385012529 |
| 2012-11-01 | 6.23486933430940 |
| 2012-12-01 | 6.24625641744962 |
| 2013-01-01 | 6.27578266123260 |
| 2013-02-01 | 6.24714930456121 |
| 2013-03-01 | 6.24713444640691 |
| 2013-04-01 | 6.22459693811026 |
| 2013-05-01 | 6.24672059545133 |
| 2013-06-01 | 6.22787845534959 |
| 2013-07-01 | 6.22016238094512 |
| 2013-08-01 | 6.24171590647226 |
| 2013-09-01 | 6.28143072600668 |
| 2013-10-01 | 6.29922800093901 |
| 2013-11-01 | 6.22366267575496 |
| 2013-12-01 | 6.25214448582716 |
| 2014-01-01 | 6.28613814119240 |
| 2014-02-01 | 6.34889941073904 |
| 2014-03-01 | 6.35357327988460 |
| 2014-04-01 | 6.42088240008454 |
| 2014-05-01 | 6.45114077365983 |
| 2014-06-01 | 6.42264534727475 |
| 2014-07-01 | 6.42607873055519 |
| 2014-08-01 | 6.55107110091497 |
| 2014-09-01 | 6.47666520407220 |
| 2014-10-01 | 6.48657536498718 |
| 2014-11-01 | 6.50923255949219 |
| 2014-12-01 | 6.55201356546813 |
| 2015-01-01 | 6.49266660487193 |
| 2015-02-01 | 6.54886476687729 |
| 2015-03-01 | 6.45814451581237 |
| 2015-04-01 | 6.51486295474727 |
| 2015-05-01 | 6.56271601915186 |
| 2015-06-01 | 6.62482712989341 |
| 2015-07-01 | 6.63307281859216 |
| 2015-08-01 | 6.66190060352109 |
| 2015-09-01 | 6.57717182195768 |
| 2015-10-01 | 6.67787591673752 |
| 2015-11-01 | 6.69374999017967 |
| 2015-12-01 | 6.63794783761771 |
| 2016-01-01 | 6.69685226120235 |
| 2016-02-01 | 6.64700661152122 |
| 2016-03-01 | 6.65420165243634 |
| 2016-04-01 | 6.71400019948456 |
| 2016-05-01 | 6.67576328505212 |
| 2016-06-01 | 6.73143325609446 |
| 2016-07-01 | 6.74244501246209 |
| 2016-08-01 | 6.67392160210246 |
| 2016-09-01 | 6.68403257416460 |
| 2016-10-01 | 6.66943698217849 |
| 2016-11-01 | 6.68008987675372 |
| 2016-12-01 | 6.62105201726593 |
| 2017-01-01 | 6.59418785918349 |
| 2017-02-01 | 6.54751497880781 |
| 2017-03-01 | 6.54699581461886 |
| 2017-04-01 | 6.50983793663094 |
| 2017-05-01 | 6.48726276721940 |
| 2017-06-01 | 6.43981395525122 |
| 2017-07-01 | 6.44893128523233 |
| 2017-08-01 | 6.48789356197716 |
| 2017-09-01 | 6.49462236892409 |
| 2017-10-01 | 6.46596608778832 |
| 2017-11-01 | 6.47246243638329 |
| 2017-12-01 | 6.50084558168428 |
| 2018-01-01 | 6.48765750103188 |
| 2018-02-01 | 6.55041808867910 |
| 2018-03-01 | 6.53613093711795 |
| 2018-04-01 | 6.50649468156608 |
| 2018-05-01 | 6.59135557155353 |
| 2018-06-01 | 6.65276631384980 |
| 2018-07-01 | 6.65275295356661 |
| 2018-08-01 | 6.69887458715448 |
| 2018-09-01 | 6.80572450174715 |
| 2018-10-01 | 6.76254778163906 |
| 2018-11-01 | 6.77377742809612 |
| 2018-12-01 | 6.68109906410423 |
| 2019-01-01 | 6.88063113821761 |
| 2019-02-01 | 6.85595298033875 |
| 2019-03-01 | 6.82750833465479 |
| 2019-04-01 | 6.80327772735124 |
| 2019-05-01 | 6.79360201083956 |
| 2019-06-01 | 6.76098708973931 |
| 2019-07-01 | 6.65332790677198 |
| 2019-08-01 | 6.70140343103772 |
| 2019-09-01 | 6.71498489276332 |
| 2019-10-01 | 6.76428017764458 |
| 2019-11-01 | 6.77914055196630 |
| 2019-12-01 | 6.76413025539119 |
| 2020-01-01 | 6.77501029355251 |
| 2020-02-01 | 6.76174453993114 |
| 2020-03-01 | 6.82613364032272 |
| 2020-04-01 | 6.30314018931699 |
| 2020-05-01 | 6.29514922226146 |
| 2020-06-01 | 6.26308763398144 |
| 2020-07-01 | 6.34849610626946 |
| 2020-08-01 | 6.39527761019805 |
| 2020-09-01 | 6.42242375113849 |
| 2020-10-01 | 6.46937454999615 |
| 2020-11-01 | 6.48350889354360 |
| 2020-12-01 | 6.55594794386810 |
| 2021-01-01 | 6.56814119392797 |
| 2021-02-01 | 6.56805029361591 |
| 2021-03-01 | 6.53220759975313 |
| 2021-04-01 | 6.70498927471791 |
| 2021-05-01 | 6.70000175366507 |
| 2021-06-01 | 6.65985203609897 |
| 2021-07-01 | 6.74183977473382 |
| 2021-08-01 | 6.67974940769066 |
| 2021-09-01 | 6.72244296720802 |
| 2021-10-01 | 6.77824979385477 |
| 2021-11-01 | 6.78736376180366 |
| 2021-12-01 | 6.85560587555136 |
| 2022-01-01 | 6.86370660859844 |
| 2022-02-01 | 6.87136547663490 |
| 2022-03-01 | 6.94269079515567 |
| 2022-04-01 | 6.90970373167138 |
| 2022-05-01 | 6.90350672551885 |
| 2022-06-01 | 6.95768002844780 |
| 2022-07-01 | 6.93343750076938 |
| 2022-08-01 | 6.95953165432644 |
| 2022-09-01 | 7.01606761302996 |
| 2022-10-01 | 6.88937428945209 |
| 2022-11-01 | 6.89049516640969 |
| 2022-12-01 | 6.86140759594866 |
| 2023-01-01 | 6.86383240392894 |
| 2023-02-01 | 6.87045826665695 |
| 2023-03-01 | 6.85056760806032 |
| 2023-04-01 | 6.91531806432620 |
| 2023-05-01 | 6.90764860431454 |
| 2023-06-01 | 6.95513995125187 |
| 2023-07-01 | 6.93011329780038 |
| 2023-08-01 | 6.93979510691171 |
| 2023-09-01 | 6.90351623758228 |
| 2023-10-01 | 6.89925547240692 |
| 2023-11-01 | 6.89234087613225 |
| 2023-12-01 | 6.87318108170734 |
| 2024-01-01 | 6.86612883701142 |
| 2024-02-01 | 6.86636243877901 |
| 2024-03-01 | 6.75572962006417 |
| 2024-04-01 | 6.71871604571376 |
| 2024-05-01 | 6.71004958980751 |
| 2024-06-01 | 6.65405638816834 |
| 2024-07-01 | 6.62822428672852 |
| 2024-08-01 | 6.62748085087417 |
| 2024-09-01 | 6.69330932991873 |
| 2024-10-01 | 6.60569233787618 |
| 2024-11-01 | 6.59185758805976 |
| 2024-12-01 | 6.58476487871510 |
| 2025-01-01 | 6.56833438649382 |
| 2025-02-01 | 6.56296436724586 |
| 2025-03-01 | 6.55557366178476 |
| 2025-04-01 | 6.51989039526858 |
| 2025-05-01 | 6.51035110437315 |
| 2025-06-01 | 6.45626589540458 |
| 2025-07-01 | 6.53002197875416 |
| 2025-08-01 | 6.52160104460443 |
| 2025-09-01 | 6.48483824187974 |
| 2025-10-01 | 6.40796050360609 |
| 2025-11-01 | 6.49156927341886 |
| 2025-12-01 | 6.39249796039898 |
| 2026-01-01 | 6.36961284738397 |
| 2026-02-01 | 6.36158605425393 |
| 2026-03-01 | 6.45324828342161 |
| 2026-04-01 | 6.42047917521599 |
| 2026-05-01 | 6.40962075993265 |