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 2026-07-01 |
| Last Updated | 2026-08-21 7:08 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 | 6.47317100192738 |
| 1990-02-01 | 6.49825803465183 |
| 1990-03-01 | 6.51305826342649 |
| 1990-04-01 | 6.57206652439983 |
| 1990-05-01 | 6.54073921223035 |
| 1990-06-01 | 6.54533290035532 |
| 1990-07-01 | 6.60122794243025 |
| 1990-08-01 | 6.51511854928826 |
| 1990-09-01 | 6.54279917857842 |
| 1990-10-01 | 6.43700588517283 |
| 1990-11-01 | 6.47777710616909 |
| 1990-12-01 | 6.47658079517172 |
| 1991-01-01 | 6.57827334067900 |
| 1991-02-01 | 6.60572045639192 |
| 1991-03-01 | 6.62297698463225 |
| 1991-04-01 | 6.57486594712188 |
| 1991-05-01 | 6.53375755673780 |
| 1991-06-01 | 6.33211845276270 |
| 1991-07-01 | 6.38953785255632 |
| 1991-08-01 | 6.40758771315520 |
| 1991-09-01 | 6.44333330089670 |
| 1991-10-01 | 6.54620948684947 |
| 1991-11-01 | 6.58407554745028 |
| 1991-12-01 | 6.58012112598632 |
| 1992-01-01 | 6.38838437690987 |
| 1992-02-01 | 6.21196136338103 |
| 1992-03-01 | 6.43366651092914 |
| 1992-04-01 | 6.28207620645290 |
| 1992-05-01 | 6.12210915458068 |
| 1992-06-01 | 6.20793533925654 |
| 1992-07-01 | 6.27226129506109 |
| 1992-08-01 | 6.28889942806089 |
| 1992-09-01 | 6.24775873470126 |
| 1992-10-01 | 6.56115141114445 |
| 1992-11-01 | 6.49711719597215 |
| 1992-12-01 | 6.48355859796866 |
| 1993-01-01 | 6.40363560270498 |
| 1993-02-01 | 6.32269162802918 |
| 1993-03-01 | 6.24867823264511 |
| 1993-04-01 | 6.19085775729607 |
| 1993-05-01 | 6.11083716211926 |
| 1993-06-01 | 6.07599157601001 |
| 1993-07-01 | 5.93991924607869 |
| 1993-08-01 | 5.95821498179489 |
| 1993-09-01 | 5.95715732826707 |
| 1993-10-01 | 6.28596354298429 |
| 1993-11-01 | 6.31600227883445 |
| 1993-12-01 | 6.28996578176764 |
| 1994-01-01 | 6.32044624601489 |
| 1994-02-01 | 6.33505125110057 |
| 1994-03-01 | 6.35618884274771 |
| 1994-04-01 | 6.50193046475031 |
| 1994-05-01 | 6.60219362551762 |
| 1994-06-01 | 6.74137417827481 |
| 1994-07-01 | 6.71058023180658 |
| 1994-08-01 | 6.62536694056105 |
| 1994-09-01 | 6.66823663597385 |
| 1994-10-01 | 6.60664963268390 |
| 1994-11-01 | 6.62811450542180 |
| 1994-12-01 | 6.69701282202963 |
| 1995-01-01 | 6.73896724242058 |
| 1995-02-01 | 6.85329849231900 |
| 1995-03-01 | 6.95928266410791 |
| 1995-04-01 | 6.71051647702221 |
| 1995-05-01 | 6.79915202536543 |
| 1995-06-01 | 6.91733941886642 |
| 1995-07-01 | 6.77831859611653 |
| 1995-08-01 | 6.79284826260696 |
| 1995-09-01 | 6.78143626181158 |
| 1995-10-01 | 6.72186276347101 |
| 1995-11-01 | 6.73433977961540 |
| 1995-12-01 | 6.80425316675733 |
| 1996-01-01 | 6.85622566757715 |
| 1996-02-01 | 6.86754092935460 |
| 1996-03-01 | 6.84934282781865 |
| 1996-04-01 | 6.92016464132069 |
| 1996-05-01 | 6.90522280222828 |
| 1996-06-01 | 7.00526219861865 |
| 1996-07-01 | 6.96008869753529 |
| 1996-08-01 | 6.96905813835652 |
| 1996-09-01 | 6.89102557354577 |
| 1996-10-01 | 6.92206218475117 |
| 1996-11-01 | 6.93280311545804 |
| 1996-12-01 | 6.90615950305434 |
| 1997-01-01 | 6.76772958079906 |
| 1997-02-01 | 6.88205850236037 |
| 1997-03-01 | 7.03938432372605 |
| 1997-04-01 | 6.92806461079162 |
| 1997-05-01 | 7.01885956269513 |
| 1997-06-01 | 7.00838950886153 |
| 1997-07-01 | 7.04467831198604 |
| 1997-08-01 | 7.04728738288495 |
| 1997-09-01 | 7.10116468361917 |
| 1997-10-01 | 7.11454921047787 |
| 1997-11-01 | 7.12631864733296 |
| 1997-12-01 | 7.10292822763203 |
| 1998-01-01 | 7.07583184179664 |
| 1998-02-01 | 7.09376945364792 |
| 1998-03-01 | 7.13136537725168 |
| 1998-04-01 | 7.13729882964054 |
| 1998-05-01 | 7.13228583166346 |
| 1998-06-01 | 7.11693764419230 |
| 1998-07-01 | 7.13318687564537 |
| 1998-08-01 | 7.23585714693667 |
| 1998-09-01 | 7.20233919154344 |
| 1998-10-01 | 7.30807932414796 |
| 1998-11-01 | 7.31783194606128 |
| 1998-12-01 | 7.29581803569950 |
| 1999-01-01 | 7.28209128820260 |
| 1999-02-01 | 7.30104940010201 |
| 1999-03-01 | 7.33351939158787 |
| 1999-04-01 | 7.34382529647131 |
| 1999-05-01 | 7.34383582873304 |
| 1999-06-01 | 7.42524950493102 |
| 1999-07-01 | 7.52063330422922 |
| 1999-08-01 | 7.42791691190373 |
| 1999-09-01 | 7.49864473537514 |
| 1999-10-01 | 7.50792377073659 |
| 1999-11-01 | 7.51345177763225 |
| 1999-12-01 | 7.58593046238938 |
| 2000-01-01 | 7.68842226839595 |
| 2000-02-01 | 7.70100348244041 |
| 2000-03-01 | 7.73831227085362 |
| 2000-04-01 | 7.75378510899451 |
| 2000-05-01 | 7.75343553116094 |
| 2000-06-01 | 7.72827308898486 |
| 2000-07-01 | 7.80971241592506 |
| 2000-08-01 | 7.82331888745497 |
| 2000-09-01 | 7.78663712203656 |
| 2000-10-01 | 7.81553405330385 |
| 2000-11-01 | 7.71511575431453 |
| 2000-12-01 | 7.67735360662609 |
| 2001-01-01 | 7.98975787306123 |
| 2001-02-01 | 7.99731684224382 |
| 2001-03-01 | 7.84969102267587 |
| 2001-04-01 | 7.85875453950890 |
| 2001-05-01 | 7.86034521472669 |
| 2001-06-01 | 7.93015564422911 |
| 2001-07-01 | 7.80052052358411 |
| 2001-08-01 | 7.72149096214979 |
| 2001-09-01 | 7.67743049079121 |
| 2001-10-01 | 7.62365519447334 |
| 2001-11-01 | 7.61185657627137 |
| 2001-12-01 | 7.57105150817746 |
| 2002-01-01 | 7.48744701135156 |
| 2002-02-01 | 7.49511117264971 |
| 2002-03-01 | 7.46070937573896 |
| 2002-04-01 | 7.46603982003261 |
| 2002-05-01 | 7.46443277794252 |
| 2002-06-01 | 7.53105034560618 |
| 2002-07-01 | 7.49385449482343 |
| 2002-08-01 | 7.52344742381183 |
| 2002-09-01 | 7.56803706058206 |
| 2002-10-01 | 7.52774792212367 |
| 2002-11-01 | 7.50813998155910 |
| 2002-12-01 | 7.57078904065310 |
| 2003-01-01 | 7.48274738868496 |
| 2003-02-01 | 7.38997160031596 |
| 2003-03-01 | 7.47044327407388 |
| 2003-04-01 | 7.36981294234862 |
| 2003-05-01 | 7.36995768370387 |
| 2003-06-01 | 7.33135634597221 |
| 2003-07-01 | 7.29254182181220 |
| 2003-08-01 | 7.32928605419665 |
| 2003-09-01 | 7.26102458257488 |
| 2003-10-01 | 7.22626162227614 |
| 2003-11-01 | 7.20094347038161 |
| 2003-12-01 | 7.17595038790330 |
| 2004-01-01 | 7.17813010285722 |
| 2004-02-01 | 7.18571412281163 |
| 2004-03-01 | 7.16809449451124 |
| 2004-04-01 | 7.27474599495150 |
| 2004-05-01 | 7.27618855236965 |
| 2004-06-01 | 7.23193463722883 |
| 2004-07-01 | 7.29726611063472 |
| 2004-08-01 | 7.23545861262229 |
| 2004-09-01 | 7.15717689699468 |
| 2004-10-01 | 7.31986729536599 |
| 2004-11-01 | 7.39765939364163 |
| 2004-12-01 | 7.38619651016252 |
| 2005-01-01 | 7.47326101778781 |
| 2005-02-01 | 7.37962553487777 |
| 2005-03-01 | 7.35845611566873 |
| 2005-04-01 | 7.36963368098354 |
| 2005-05-01 | 7.38329456994524 |
| 2005-06-01 | 7.43691589689227 |
| 2005-07-01 | 7.60759803538907 |
| 2005-08-01 | 7.54386997540295 |
| 2005-09-01 | 7.55755869948454 |
| 2005-10-01 | 7.61247322215769 |
| 2005-11-01 | 7.59341710695556 |
| 2005-12-01 | 7.49085133111512 |
| 2006-01-01 | 7.76951545950512 |
| 2006-02-01 | 7.77365638563686 |
| 2006-03-01 | 7.74611064668158 |
| 2006-04-01 | 7.76641054894214 |
| 2006-05-01 | 7.78893135956859 |
| 2006-06-01 | 7.84340964772733 |
| 2006-07-01 | 7.82155078823645 |
| 2006-08-01 | 7.74685434527108 |
| 2006-09-01 | 7.75828359016326 |
| 2006-10-01 | 7.60596797674905 |
| 2006-11-01 | 7.69555618720082 |
| 2006-12-01 | 7.59360183775539 |
| 2007-01-01 | 7.56602596857296 |
| 2007-02-01 | 7.56469044696594 |
| 2007-03-01 | 7.63681325359512 |
| 2007-04-01 | 7.55869739252841 |
| 2007-05-01 | 7.59577571235467 |
| 2007-06-01 | 7.55016891345872 |
| 2007-07-01 | 7.53309760355911 |
| 2007-08-01 | 7.54670354217598 |
| 2007-09-01 | 7.46005101210182 |
| 2007-10-01 | 7.60480028061599 |
| 2007-11-01 | 7.60031187779527 |
| 2007-12-01 | 7.58987065411019 |
| 2008-01-01 | 7.56468489870915 |
| 2008-02-01 | 7.55973397212089 |
| 2008-03-01 | 7.62680932182523 |
| 2008-04-01 | 7.55606319278102 |
| 2008-05-01 | 7.39517516643979 |
| 2008-06-01 | 7.35719092804484 |
| 2008-07-01 | 7.24054763641866 |
| 2008-08-01 | 7.23965711486773 |
| 2008-09-01 | 7.16619290025993 |
| 2008-10-01 | 7.10634307031337 |
| 2008-11-01 | 7.00926282092164 |
| 2008-12-01 | 6.99079016265629 |
| 2009-01-01 | 6.96182378516871 |
| 2009-02-01 | 6.75585956774935 |
| 2009-03-01 | 6.62430879330972 |
| 2009-04-01 | 6.54666819686489 |
| 2009-05-01 | 6.59023725483469 |
| 2009-06-01 | 6.56110784220578 |
| 2009-07-01 | 6.43827640340833 |
| 2009-08-01 | 6.53417067886353 |
| 2009-09-01 | 6.57538122896909 |
| 2009-10-01 | 6.51304112452320 |
| 2009-11-01 | 6.51750391257110 |
| 2009-12-01 | 6.49472208018520 |
| 2010-01-01 | 6.55819014008343 |
| 2010-02-01 | 6.55365065591726 |
| 2010-03-01 | 6.52817686865358 |
| 2010-04-01 | 6.54369296084691 |
| 2010-05-01 | 6.47789139932077 |
| 2010-06-01 | 6.45772866080836 |
| 2010-07-01 | 6.53085953600303 |
| 2010-08-01 | 6.53002956645051 |
| 2010-09-01 | 6.48010483150474 |
| 2010-10-01 | 6.51625266349117 |
| 2010-11-01 | 6.52981359714641 |
| 2010-12-01 | 6.61224940136577 |
| 2011-01-01 | 6.55654300223680 |
| 2011-02-01 | 6.54912275703954 |
| 2011-03-01 | 6.63551873816440 |
| 2011-04-01 | 6.53619389086452 |
| 2011-05-01 | 6.56424559632472 |
| 2011-06-01 | 6.55029623249245 |
| 2011-07-01 | 6.52192033533860 |
| 2011-08-01 | 6.52983551491138 |
| 2011-09-01 | 6.48261140096755 |
| 2011-10-01 | 6.51697712053565 |
| 2011-11-01 | 6.53649469493013 |
| 2011-12-01 | 6.52870658074168 |
| 2012-01-01 | 6.56500515350733 |
| 2012-02-01 | 6.54692742453371 |
| 2012-03-01 | 6.54016163946986 |
| 2012-04-01 | 6.63347672666487 |
| 2012-05-01 | 6.55020323233473 |
| 2012-06-01 | 6.53875648416157 |
| 2012-07-01 | 6.51928927046768 |
| 2012-08-01 | 6.43348650736117 |
| 2012-09-01 | 6.48271105897741 |
| 2012-10-01 | 6.30898093984330 |
| 2012-11-01 | 6.23487395104557 |
| 2012-12-01 | 6.24625581047582 |
| 2013-01-01 | 6.27579123238158 |
| 2013-02-01 | 6.24715272898277 |
| 2013-03-01 | 6.24712932063230 |
| 2013-04-01 | 6.22458455473441 |
| 2013-05-01 | 6.24671939037174 |
| 2013-06-01 | 6.22787702187245 |
| 2013-07-01 | 6.22011933469006 |
| 2013-08-01 | 6.24171848769532 |
| 2013-09-01 | 6.28148711946698 |
| 2013-10-01 | 6.29922489946609 |
| 2013-11-01 | 6.22366471146735 |
| 2013-12-01 | 6.25214047398561 |
| 2014-01-01 | 6.28614801593744 |
| 2014-02-01 | 6.34890311877782 |
| 2014-03-01 | 6.35356631599346 |
| 2014-04-01 | 6.42086654552800 |
| 2014-05-01 | 6.45114295615966 |
| 2014-06-01 | 6.42264871730221 |
| 2014-07-01 | 6.42600017439682 |
| 2014-08-01 | 6.55108033543511 |
| 2014-09-01 | 6.47675703815944 |
| 2014-10-01 | 6.48657336840207 |
| 2014-11-01 | 6.50923005971039 |
| 2014-12-01 | 6.55200386867510 |
| 2015-01-01 | 6.49266926130813 |
| 2015-02-01 | 6.54885937817619 |
| 2015-03-01 | 6.45812174097151 |
| 2015-04-01 | 6.51492402097159 |
| 2015-05-01 | 6.56269427695268 |
| 2015-06-01 | 6.62480745700026 |
| 2015-07-01 | 6.63293047724141 |
| 2015-08-01 | 6.66188783719751 |
| 2015-09-01 | 6.57740966826610 |
| 2015-10-01 | 6.67785707477992 |
| 2015-11-01 | 6.69373196163723 |
| 2015-12-01 | 6.63787423039707 |
| 2016-01-01 | 6.69688279887260 |
| 2016-02-01 | 6.64699599177339 |
| 2016-03-01 | 6.65416732026595 |
| 2016-04-01 | 6.71413954139007 |
| 2016-05-01 | 6.67571249364399 |
| 2016-06-01 | 6.73137934713134 |
| 2016-07-01 | 6.74226184520797 |
| 2016-08-01 | 6.67387700393655 |
| 2016-09-01 | 6.68441221090797 |
| 2016-10-01 | 6.66939737702232 |
| 2016-11-01 | 6.68004789618757 |
| 2016-12-01 | 6.62090909362803 |
| 2017-01-01 | 6.59424474414185 |
| 2017-02-01 | 6.54750637722704 |
| 2017-03-01 | 6.54697883994510 |
| 2017-04-01 | 6.51011532592888 |
| 2017-05-01 | 6.48725794749394 |
| 2017-06-01 | 6.43942645349637 |
| 2017-07-01 | 6.44878623665483 |
| 2017-08-01 | 6.48787813645017 |
| 2017-09-01 | 6.49515579202189 |
| 2017-10-01 | 6.46592701879976 |
| 2017-11-01 | 6.47240679040664 |
| 2017-12-01 | 6.50063255332287 |
| 2018-01-01 | 6.48771970756990 |
| 2018-02-01 | 6.55037281060451 |
| 2018-03-01 | 6.53602289815946 |
| 2018-04-01 | 6.50711028517285 |
| 2018-05-01 | 6.59132016808862 |
| 2018-06-01 | 6.65197212505702 |
| 2018-07-01 | 6.65282815236866 |
| 2018-08-01 | 6.69891230689278 |
| 2018-09-01 | 6.80623853178277 |
| 2018-10-01 | 6.76251926552509 |
| 2018-11-01 | 6.77372587245142 |
| 2018-12-01 | 6.68087809262385 |
| 2019-01-01 | 6.88066878062387 |
| 2019-02-01 | 6.85587860644567 |
| 2019-03-01 | 6.82727573995162 |
| 2019-04-01 | 6.80423023459115 |
| 2019-05-01 | 6.79353585764536 |
| 2019-06-01 | 6.75977746574564 |
| 2019-07-01 | 6.65360451126743 |
| 2019-08-01 | 6.70145363224951 |
| 2019-09-01 | 6.71568836593083 |
| 2019-10-01 | 6.76421765009151 |
| 2019-11-01 | 6.77906483079972 |
| 2019-12-01 | 6.76387606430695 |
| 2020-01-01 | 6.77499963185720 |
| 2020-02-01 | 6.76161486598432 |
| 2020-03-01 | 6.82574963373070 |
| 2020-04-01 | 6.30430263922468 |
| 2020-05-01 | 6.29502990463693 |
| 2020-06-01 | 6.26182630627559 |
| 2020-07-01 | 6.34895917517228 |
| 2020-08-01 | 6.39533324208957 |
| 2020-09-01 | 6.42317541090225 |
| 2020-10-01 | 6.46927511628387 |
| 2020-11-01 | 6.48340349730335 |
| 2020-12-01 | 6.55570683137625 |
| 2021-01-01 | 6.56804321836353 |
| 2021-02-01 | 6.56785386397222 |
| 2021-03-01 | 6.53174341310286 |
| 2021-04-01 | 6.70605184127651 |
| 2021-05-01 | 6.69993898712820 |
| 2021-06-01 | 6.65868389520891 |
| 2021-07-01 | 6.74240596077039 |
| 2021-08-01 | 6.67987462232562 |
| 2021-09-01 | 6.72345307740168 |
| 2021-10-01 | 6.77813563841414 |
| 2021-11-01 | 6.78722421693450 |
| 2021-12-01 | 6.85535052919247 |
| 2022-01-01 | 6.86343684842167 |
| 2022-02-01 | 6.87095015297538 |
| 2022-03-01 | 6.94196434395366 |
| 2022-04-01 | 6.91042228148783 |
| 2022-05-01 | 6.90329091668711 |
| 2022-06-01 | 6.95720171505591 |
| 2022-07-01 | 6.93458893978913 |
| 2022-08-01 | 6.95980014064971 |
| 2022-09-01 | 7.01749302757525 |
| 2022-10-01 | 6.88825491044117 |
| 2022-11-01 | 6.89049847646039 |
| 2022-12-01 | 6.86147795758617 |
| 2023-01-01 | 6.86358012889544 |
| 2023-02-01 | 6.86981581281889 |
| 2023-03-01 | 6.84968503621625 |
| 2023-04-01 | 6.91508257156860 |
| 2023-05-01 | 6.90662274026078 |
| 2023-06-01 | 6.95525681855136 |
| 2023-07-01 | 6.93244256718364 |
| 2023-08-01 | 6.94051548043893 |
| 2023-09-01 | 6.90561042520525 |
| 2023-10-01 | 6.89711709641862 |
| 2023-11-01 | 6.89251182273684 |
| 2023-12-01 | 6.87362758477533 |
| 2024-01-01 | 6.86608568823427 |
| 2024-02-01 | 6.86558848413224 |
| 2024-03-01 | 6.75448829568185 |
| 2024-04-01 | 6.71676928368688 |
| 2024-05-01 | 6.70679359100880 |
| 2024-06-01 | 6.65592421281669 |
| 2024-07-01 | 6.63276401831738 |
| 2024-08-01 | 6.62876530364851 |
| 2024-09-01 | 6.69585264859336 |
| 2024-10-01 | 6.60227907453407 |
| 2024-11-01 | 6.59216477663195 |
| 2024-12-01 | 6.58560231159326 |
| 2025-01-01 | 6.56857628743117 |
| 2025-02-01 | 6.56213053981422 |
| 2025-03-01 | 6.55402512347365 |
| 2025-04-01 | 6.51607374452302 |
| 2025-05-01 | 6.50444503180792 |
| 2025-06-01 | 6.46007643965047 |
| 2025-07-01 | 6.53688595783423 |
| 2025-08-01 | 6.52348335762008 |
| 2025-09-01 | 6.48757978718485 |
| 2025-10-01 | 6.40400173231482 |
| 2025-11-01 | 6.49184368104278 |
| 2025-12-01 | 6.39346634369837 |
| 2026-01-01 | 6.37006300233771 |
| 2026-02-01 | 6.36077866018605 |
| 2026-03-01 | 6.45126471649989 |
| 2026-04-01 | 6.41520402148538 |
| 2026-05-01 | 6.40114699058127 |
| 2026-06-01 | 6.36556179675574 |
| 2026-07-01 | 6.33824980672595 |