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 2026-06-01 |
| Last Updated | 2026-07-22 10:22 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 | 6.47317125522687 |
| 1990-02-01 | 6.49825809570858 |
| 1990-03-01 | 6.51305766417630 |
| 1990-04-01 | 6.57206590606248 |
| 1990-05-01 | 6.54073835820866 |
| 1990-06-01 | 6.54533137897186 |
| 1990-07-01 | 6.60122564008435 |
| 1990-08-01 | 6.51511597033651 |
| 1990-09-01 | 6.54279605169854 |
| 1990-10-01 | 6.43700997262005 |
| 1990-11-01 | 6.47778226971077 |
| 1990-12-01 | 6.47658271726946 |
| 1991-01-01 | 6.57827372813670 |
| 1991-02-01 | 6.60572053751918 |
| 1991-03-01 | 6.62297649822868 |
| 1991-04-01 | 6.57486525313740 |
| 1991-05-01 | 6.53375653593827 |
| 1991-06-01 | 6.33211760270477 |
| 1991-07-01 | 6.38953528592453 |
| 1991-08-01 | 6.40758469256808 |
| 1991-09-01 | 6.44332953479213 |
| 1991-10-01 | 6.54621400030343 |
| 1991-11-01 | 6.58408071990703 |
| 1991-12-01 | 6.58012317873149 |
| 1992-01-01 | 6.38838505936062 |
| 1992-02-01 | 6.21196156443786 |
| 1992-03-01 | 6.43366614721948 |
| 1992-04-01 | 6.28207536057567 |
| 1992-05-01 | 6.12210795209109 |
| 1992-06-01 | 6.20793523242485 |
| 1992-07-01 | 6.27225843093285 |
| 1992-08-01 | 6.28889592016689 |
| 1992-09-01 | 6.24775427760307 |
| 1992-10-01 | 6.56115630783696 |
| 1992-11-01 | 6.49712236100405 |
| 1992-12-01 | 6.48356079956233 |
| 1993-01-01 | 6.40363648146486 |
| 1993-02-01 | 6.32269187236687 |
| 1993-03-01 | 6.24867788043440 |
| 1993-04-01 | 6.19085667504359 |
| 1993-05-01 | 6.11083576669253 |
| 1993-06-01 | 6.07599230910236 |
| 1993-07-01 | 5.93991639377761 |
| 1993-08-01 | 5.95821157185407 |
| 1993-09-01 | 5.95715319136160 |
| 1993-10-01 | 6.28596779787926 |
| 1993-11-01 | 6.31600649143341 |
| 1993-12-01 | 6.28996792128606 |
| 1994-01-01 | 6.32044737763600 |
| 1994-02-01 | 6.33505162326588 |
| 1994-03-01 | 6.35618864343436 |
| 1994-04-01 | 6.50192942546510 |
| 1994-05-01 | 6.60219233694483 |
| 1994-06-01 | 6.74137524489202 |
| 1994-07-01 | 6.71057767998209 |
| 1994-08-01 | 6.62536373085226 |
| 1994-09-01 | 6.66823260114595 |
| 1994-10-01 | 6.60665356675729 |
| 1994-11-01 | 6.62811791321039 |
| 1994-12-01 | 6.69701473776536 |
| 1995-01-01 | 6.73896832572236 |
| 1995-02-01 | 6.85329876792926 |
| 1995-03-01 | 6.95928243470860 |
| 1995-04-01 | 6.71051540654355 |
| 1995-05-01 | 6.79915082207701 |
| 1995-06-01 | 6.91734082172692 |
| 1995-07-01 | 6.77831667940790 |
| 1995-08-01 | 6.79284597282080 |
| 1995-09-01 | 6.78143355680748 |
| 1995-10-01 | 6.72186525932822 |
| 1995-11-01 | 6.73434173082219 |
| 1995-12-01 | 6.80425456140510 |
| 1996-01-01 | 6.85622663299469 |
| 1996-02-01 | 6.86754117213252 |
| 1996-03-01 | 6.84934267391788 |
| 1996-04-01 | 6.92016381287977 |
| 1996-05-01 | 6.90522194449293 |
| 1996-06-01 | 7.00526328177239 |
| 1996-07-01 | 6.96008753271452 |
| 1996-08-01 | 6.96905683422016 |
| 1996-09-01 | 6.89102411900472 |
| 1996-10-01 | 6.92206343089312 |
| 1996-11-01 | 6.93280412833463 |
| 1996-12-01 | 6.90616027006540 |
| 1997-01-01 | 6.76773020031394 |
| 1997-02-01 | 6.88205863162844 |
| 1997-03-01 | 7.03938416428444 |
| 1997-04-01 | 6.92806407418986 |
| 1997-05-01 | 7.01885906698235 |
| 1997-06-01 | 7.00839012054307 |
| 1997-07-01 | 7.04467782993553 |
| 1997-08-01 | 7.04728702662378 |
| 1997-09-01 | 7.10116451180368 |
| 1997-10-01 | 7.11454923036343 |
| 1997-11-01 | 7.12631880752329 |
| 1997-12-01 | 7.10292847022318 |
| 1998-01-01 | 7.07583220798278 |
| 1998-02-01 | 7.09376955662058 |
| 1998-03-01 | 7.13136532529495 |
| 1998-04-01 | 7.13729868669503 |
| 1998-05-01 | 7.13228572597508 |
| 1998-06-01 | 7.11693768406298 |
| 1998-07-01 | 7.13318678347925 |
| 1998-08-01 | 7.23585708024838 |
| 1998-09-01 | 7.20233915121614 |
| 1998-10-01 | 7.30807931247397 |
| 1998-11-01 | 7.31783196352735 |
| 1998-12-01 | 7.29581807610947 |
| 1999-01-01 | 7.28209142399660 |
| 1999-02-01 | 7.30104941318115 |
| 1999-03-01 | 7.33351935834552 |
| 1999-04-01 | 7.34382527225947 |
| 1999-05-01 | 7.34383580911846 |
| 1999-06-01 | 7.42524951658820 |
| 1999-07-01 | 7.52063330030961 |
| 1999-08-01 | 7.42791691228889 |
| 1999-09-01 | 7.49864472953696 |
| 1999-10-01 | 7.50792375780625 |
| 1999-11-01 | 7.51345176325755 |
| 1999-12-01 | 7.58593045306829 |
| 2000-01-01 | 7.68842231331158 |
| 2000-02-01 | 7.70100348177286 |
| 2000-03-01 | 7.73831226094175 |
| 2000-04-01 | 7.75378510943172 |
| 2000-05-01 | 7.75343553107195 |
| 2000-06-01 | 7.72827308629407 |
| 2000-07-01 | 7.80971241398766 |
| 2000-08-01 | 7.82331888828589 |
| 2000-09-01 | 7.78663712143042 |
| 2000-10-01 | 7.81553405219038 |
| 2000-11-01 | 7.71511575479613 |
| 2000-12-01 | 7.67735360883797 |
| 2001-01-01 | 7.98975787637763 |
| 2001-02-01 | 7.99731684444637 |
| 2001-03-01 | 7.84969102321903 |
| 2001-04-01 | 7.85875453866383 |
| 2001-05-01 | 7.86034521303538 |
| 2001-06-01 | 7.93015564075599 |
| 2001-07-01 | 7.80052052142087 |
| 2001-08-01 | 7.72149096216693 |
| 2001-09-01 | 7.67743049104891 |
| 2001-10-01 | 7.62365519488237 |
| 2001-11-01 | 7.61185657748455 |
| 2001-12-01 | 7.57105150966221 |
| 2002-01-01 | 7.48744701306806 |
| 2002-02-01 | 7.49511117316665 |
| 2002-03-01 | 7.46070937565768 |
| 2002-04-01 | 7.46603981958907 |
| 2002-05-01 | 7.46443277734132 |
| 2002-06-01 | 7.53105034324463 |
| 2002-07-01 | 7.49385449402857 |
| 2002-08-01 | 7.52344742405504 |
| 2002-09-01 | 7.56803706094942 |
| 2002-10-01 | 7.52774792245301 |
| 2002-11-01 | 7.50813998221316 |
| 2002-12-01 | 7.57078904123387 |
| 2003-01-01 | 7.48274738944653 |
| 2003-02-01 | 7.38997160013396 |
| 2003-03-01 | 7.47044327396519 |
| 2003-04-01 | 7.36981294224692 |
| 2003-05-01 | 7.36995768362478 |
| 2003-06-01 | 7.33135634466750 |
| 2003-07-01 | 7.29254182181413 |
| 2003-08-01 | 7.32928605426055 |
| 2003-09-01 | 7.26102458269487 |
| 2003-10-01 | 7.22626162241931 |
| 2003-11-01 | 7.20094347066150 |
| 2003-12-01 | 7.17595038810001 |
| 2004-01-01 | 7.17813010333704 |
| 2004-02-01 | 7.18571412243574 |
| 2004-03-01 | 7.16809449451785 |
| 2004-04-01 | 7.27474599497410 |
| 2004-05-01 | 7.27618855241722 |
| 2004-06-01 | 7.23193463667291 |
| 2004-07-01 | 7.29726611072349 |
| 2004-08-01 | 7.23545861273957 |
| 2004-09-01 | 7.15717689710112 |
| 2004-10-01 | 7.31986729549189 |
| 2004-11-01 | 7.39765939359281 |
| 2004-12-01 | 7.38619650994986 |
| 2005-01-01 | 7.47326101776374 |
| 2005-02-01 | 7.37962553435255 |
| 2005-03-01 | 7.35845611578190 |
| 2005-04-01 | 7.36963368097700 |
| 2005-05-01 | 7.38329457011393 |
| 2005-06-01 | 7.43691589723920 |
| 2005-07-01 | 7.60759803588536 |
| 2005-08-01 | 7.54386997595704 |
| 2005-09-01 | 7.55755869998090 |
| 2005-10-01 | 7.61247322242524 |
| 2005-11-01 | 7.59341710651605 |
| 2005-12-01 | 7.49085133023844 |
| 2006-01-01 | 7.76951545793897 |
| 2006-02-01 | 7.77365638372687 |
| 2006-03-01 | 7.74611064529615 |
| 2006-04-01 | 7.76641055225774 |
| 2006-05-01 | 7.78893135878316 |
| 2006-06-01 | 7.84340964790704 |
| 2006-07-01 | 7.82155079138293 |
| 2006-08-01 | 7.74685434688658 |
| 2006-09-01 | 7.75828359179775 |
| 2006-10-01 | 7.60596797788987 |
| 2006-11-01 | 7.69555618681128 |
| 2006-12-01 | 7.59360183571099 |
| 2007-01-01 | 7.56602596390423 |
| 2007-02-01 | 7.56469044150283 |
| 2007-03-01 | 7.63681324837945 |
| 2007-04-01 | 7.55869739739137 |
| 2007-05-01 | 7.59577571032927 |
| 2007-06-01 | 7.55016891563695 |
| 2007-07-01 | 7.53309761336837 |
| 2007-08-01 | 7.54670354892691 |
| 2007-09-01 | 7.46005101958370 |
| 2007-10-01 | 7.60480028806970 |
| 2007-11-01 | 7.60031188223163 |
| 2007-12-01 | 7.58987062094944 |
| 2008-01-01 | 7.56468489239453 |
| 2008-02-01 | 7.55973396358015 |
| 2008-03-01 | 7.62680928133196 |
| 2008-04-01 | 7.55606320680968 |
| 2008-05-01 | 7.39517518322090 |
| 2008-06-01 | 7.35719096200493 |
| 2008-07-01 | 7.24054768222292 |
| 2008-08-01 | 7.23965714311507 |
| 2008-09-01 | 7.16619290640159 |
| 2008-10-01 | 7.10634305419756 |
| 2008-11-01 | 7.00926278790288 |
| 2008-12-01 | 6.99079005700455 |
| 2009-01-01 | 6.96182375043694 |
| 2009-02-01 | 6.75585955375703 |
| 2009-03-01 | 6.62430874006316 |
| 2009-04-01 | 6.54666822232946 |
| 2009-05-01 | 6.59023736342796 |
| 2009-06-01 | 6.56110800199537 |
| 2009-07-01 | 6.43827658370766 |
| 2009-08-01 | 6.53417080241441 |
| 2009-09-01 | 6.57538125872222 |
| 2009-10-01 | 6.51304094304247 |
| 2009-11-01 | 6.51750342101689 |
| 2009-12-01 | 6.49472163777981 |
| 2010-01-01 | 6.55818991159073 |
| 2010-02-01 | 6.55365066468096 |
| 2010-03-01 | 6.52817711279006 |
| 2010-04-01 | 6.54369350325770 |
| 2010-05-01 | 6.47789212260893 |
| 2010-06-01 | 6.45772927395618 |
| 2010-07-01 | 6.53085987291717 |
| 2010-08-01 | 6.53002959699653 |
| 2010-09-01 | 6.48010462469045 |
| 2010-10-01 | 6.51625209241671 |
| 2010-11-01 | 6.52981072603539 |
| 2010-12-01 | 6.61224866332091 |
| 2011-01-01 | 6.55654264870444 |
| 2011-02-01 | 6.54912296466829 |
| 2011-03-01 | 6.63551982019673 |
| 2011-04-01 | 6.53619581072607 |
| 2011-05-01 | 6.56424797026260 |
| 2011-06-01 | 6.55029814089584 |
| 2011-07-01 | 6.52192132535671 |
| 2011-08-01 | 6.52983392907312 |
| 2011-09-01 | 6.48261062848624 |
| 2011-10-01 | 6.51697571210125 |
| 2011-11-01 | 6.53648923527919 |
| 2011-12-01 | 6.52870559475688 |
| 2012-01-01 | 6.56500036472855 |
| 2012-02-01 | 6.54692698085985 |
| 2012-03-01 | 6.54016679105450 |
| 2012-04-01 | 6.63348272237697 |
| 2012-05-01 | 6.55020751751815 |
| 2012-06-01 | 6.53876145658174 |
| 2012-07-01 | 6.51929445922434 |
| 2012-08-01 | 6.43348825578463 |
| 2012-09-01 | 6.48268579474876 |
| 2012-10-01 | 6.30898455803596 |
| 2012-11-01 | 6.23487123356318 |
| 2012-12-01 | 6.24625842901079 |
| 2013-01-01 | 6.27578368898708 |
| 2013-02-01 | 6.24715154397697 |
| 2013-03-01 | 6.24713714804948 |
| 2013-04-01 | 6.22459153809688 |
| 2013-05-01 | 6.24672097850368 |
| 2013-06-01 | 6.22787850973035 |
| 2013-07-01 | 6.22014970859324 |
| 2013-08-01 | 6.24171581261606 |
| 2013-09-01 | 6.28143146977282 |
| 2013-10-01 | 6.29923154441288 |
| 2013-11-01 | 6.22366846185438 |
| 2013-12-01 | 6.25215072755798 |
| 2014-01-01 | 6.28614197448905 |
| 2014-02-01 | 6.34890331849790 |
| 2014-03-01 | 6.35357588357561 |
| 2014-04-01 | 6.42087154544461 |
| 2014-05-01 | 6.45113836534046 |
| 2014-06-01 | 6.42264337497225 |
| 2014-07-01 | 6.42605283701046 |
| 2014-08-01 | 6.55107221562798 |
| 2014-09-01 | 6.47666818759519 |
| 2014-10-01 | 6.48658420443542 |
| 2014-11-01 | 6.50924590360685 |
| 2014-12-01 | 6.55202629060595 |
| 2015-01-01 | 6.49267676468894 |
| 2015-02-01 | 6.54887648313467 |
| 2015-03-01 | 6.45815722907391 |
| 2015-04-01 | 6.51478990907033 |
| 2015-05-01 | 6.56272651813485 |
| 2015-06-01 | 6.62483639279814 |
| 2015-07-01 | 6.63304144913617 |
| 2015-08-01 | 6.66190510881532 |
| 2015-09-01 | 6.57718378850020 |
| 2015-10-01 | 6.67788342980184 |
| 2015-11-01 | 6.69375979266917 |
| 2015-12-01 | 6.63796995914296 |
| 2016-01-01 | 6.69688521722831 |
| 2016-02-01 | 6.64700929027869 |
| 2016-03-01 | 6.65421347839505 |
| 2016-04-01 | 6.71386417538990 |
| 2016-05-01 | 6.67579635318678 |
| 2016-06-01 | 6.73147060076221 |
| 2016-07-01 | 6.74238091045018 |
| 2016-08-01 | 6.67394533856551 |
| 2016-09-01 | 6.68406331452780 |
| 2016-10-01 | 6.66945003706511 |
| 2016-11-01 | 6.68010467449487 |
| 2016-12-01 | 6.62108521294885 |
| 2017-01-01 | 6.59423408207126 |
| 2017-02-01 | 6.54749027024716 |
| 2017-03-01 | 6.54696903749514 |
| 2017-04-01 | 6.50957874127438 |
| 2017-05-01 | 6.48723674621628 |
| 2017-06-01 | 6.44022020256170 |
| 2017-07-01 | 6.44875998393612 |
| 2017-08-01 | 6.48788434730040 |
| 2017-09-01 | 6.49464365794162 |
| 2017-10-01 | 6.46597482309955 |
| 2017-11-01 | 6.47247654205886 |
| 2017-12-01 | 6.50088901998001 |
| 2018-01-01 | 6.48772598251523 |
| 2018-02-01 | 6.55038238534313 |
| 2018-03-01 | 6.53606588093360 |
| 2018-04-01 | 6.50600501161878 |
| 2018-05-01 | 6.59133066636143 |
| 2018-06-01 | 6.65360448246043 |
| 2018-07-01 | 6.65242964754291 |
| 2018-08-01 | 6.69886283617733 |
| 2018-09-01 | 6.80575151858257 |
| 2018-10-01 | 6.76255920097788 |
| 2018-11-01 | 6.77378861051568 |
| 2018-12-01 | 6.68113385084122 |
| 2019-01-01 | 6.88068872636229 |
| 2019-02-01 | 6.85590948736165 |
| 2019-03-01 | 6.82733333102414 |
| 2019-04-01 | 6.80257691116729 |
| 2019-05-01 | 6.79360144761077 |
| 2019-06-01 | 6.76228195130053 |
| 2019-07-01 | 6.65293566913287 |
| 2019-08-01 | 6.70141190426864 |
| 2019-09-01 | 6.71498897628664 |
| 2019-10-01 | 6.76429818561995 |
| 2019-11-01 | 6.77913787569386 |
| 2019-12-01 | 6.76411667994866 |
| 2020-01-01 | 6.77499213866227 |
| 2020-02-01 | 6.76162649593152 |
| 2020-03-01 | 6.82578693518798 |
| 2020-04-01 | 6.30226183871171 |
| 2020-05-01 | 6.29515659112786 |
| 2020-06-01 | 6.26517489444740 |
| 2020-07-01 | 6.34803413184240 |
| 2020-08-01 | 6.39530236213716 |
| 2020-09-01 | 6.42238332899829 |
| 2020-10-01 | 6.46936889011255 |
| 2020-11-01 | 6.48344964978282 |
| 2020-12-01 | 6.55581880226242 |
| 2021-01-01 | 6.56795305546810 |
| 2021-02-01 | 6.56763359873354 |
| 2021-03-01 | 6.53167090333304 |
| 2021-04-01 | 6.70415737957609 |
| 2021-05-01 | 6.70005856811183 |
| 2021-06-01 | 6.66279945661790 |
| 2021-07-01 | 6.74152685105676 |
| 2021-08-01 | 6.67982252778502 |
| 2021-09-01 | 6.72231684708947 |
| 2021-10-01 | 6.77818571416084 |
| 2021-11-01 | 6.78722917786562 |
| 2021-12-01 | 6.85529617805897 |
| 2022-01-01 | 6.86322255806313 |
| 2022-02-01 | 6.87049383753428 |
| 2022-03-01 | 6.94178540643007 |
| 2022-04-01 | 6.90854918076623 |
| 2022-05-01 | 6.90318235236634 |
| 2022-06-01 | 6.96368173050455 |
| 2022-07-01 | 6.93293831036561 |
| 2022-08-01 | 6.95935027298955 |
| 2022-09-01 | 7.01595045180853 |
| 2022-10-01 | 6.88850815117231 |
| 2022-11-01 | 6.89030038376959 |
| 2022-12-01 | 6.86112950899043 |
| 2023-01-01 | 6.86323041440621 |
| 2023-02-01 | 6.86887814657494 |
| 2023-03-01 | 6.84930761962925 |
| 2023-04-01 | 6.91390811043856 |
| 2023-05-01 | 6.90672543430775 |
| 2023-06-01 | 6.96399460430832 |
| 2023-07-01 | 6.92987438087240 |
| 2023-08-01 | 6.93947143980911 |
| 2023-09-01 | 6.90337642628784 |
| 2023-10-01 | 6.89753540592059 |
| 2023-11-01 | 6.89209931053382 |
| 2023-12-01 | 6.87300160545312 |
| 2024-01-01 | 6.86546462768122 |
| 2024-02-01 | 6.86416453189971 |
| 2024-03-01 | 6.75389512232789 |
| 2024-04-01 | 6.71646758187527 |
| 2024-05-01 | 6.70764818484346 |
| 2024-06-01 | 6.66787404101706 |
| 2024-07-01 | 6.62797573392793 |
| 2024-08-01 | 6.62681889858863 |
| 2024-09-01 | 6.69312748523338 |
| 2024-10-01 | 6.60285502439799 |
| 2024-11-01 | 6.59147882624660 |
| 2024-12-01 | 6.58472696847013 |
| 2025-01-01 | 6.56774355045247 |
| 2025-02-01 | 6.56014538980872 |
| 2025-03-01 | 6.55330034606534 |
| 2025-04-01 | 6.51695227004353 |
| 2025-05-01 | 6.50657954756198 |
| 2025-06-01 | 6.47398328557142 |
| 2025-07-01 | 6.53007529509560 |
| 2025-08-01 | 6.52081404782685 |
| 2025-09-01 | 6.48450923677954 |
| 2025-10-01 | 6.40449621888136 |
| 2025-11-01 | 6.49099647736707 |
| 2025-12-01 | 6.39245821642383 |
| 2026-01-01 | 6.36902065019891 |
| 2026-02-01 | 6.35848122359929 |
| 2026-03-01 | 6.45045026220020 |
| 2026-04-01 | 6.41648467748300 |
| 2026-05-01 | 6.40430975238810 |
| 2026-06-01 | 6.38177422401416 |