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 2025-11-01 |
| Last Updated | 2026-01-07 11:46 PM 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 | 6.45142068154581 |
| 1990-02-01 | 6.51351829401894 |
| 1990-03-01 | 6.51147188144637 |
| 1990-04-01 | 6.57611820175608 |
| 1990-05-01 | 6.57708756599670 |
| 1990-06-01 | 6.56314355067347 |
| 1990-07-01 | 6.63743095948565 |
| 1990-08-01 | 6.55839630601642 |
| 1990-09-01 | 6.60805850368271 |
| 1990-10-01 | 6.40168800973434 |
| 1990-11-01 | 6.39405485051713 |
| 1990-12-01 | 6.40182184475265 |
| 1991-01-01 | 6.55537071352387 |
| 1991-02-01 | 6.61826033466683 |
| 1991-03-01 | 6.62398803458586 |
| 1991-04-01 | 6.58125428403642 |
| 1991-05-01 | 6.57004879464086 |
| 1991-06-01 | 6.34498121978241 |
| 1991-07-01 | 6.42735564849770 |
| 1991-08-01 | 6.45269872691845 |
| 1991-09-01 | 6.50890466975435 |
| 1991-10-01 | 6.50841602564001 |
| 1991-11-01 | 6.50023832999290 |
| 1991-12-01 | 6.50984209601633 |
| 1992-01-01 | 6.36316944698609 |
| 1992-02-01 | 6.22067900154947 |
| 1992-03-01 | 6.43827607746894 |
| 1992-04-01 | 6.29473818867375 |
| 1992-05-01 | 6.15779885364793 |
| 1992-06-01 | 6.20911875672389 |
| 1992-07-01 | 6.31215013760099 |
| 1992-08-01 | 6.33699328694808 |
| 1992-09-01 | 6.31315299400859 |
| 1992-10-01 | 6.52084241323939 |
| 1992-11-01 | 6.41003124713806 |
| 1992-12-01 | 6.42093701951571 |
| 1993-01-01 | 6.37950652220009 |
| 1993-02-01 | 6.33094667988753 |
| 1993-03-01 | 6.25755838753965 |
| 1993-04-01 | 6.20928254416059 |
| 1993-05-01 | 6.14557527823330 |
| 1993-06-01 | 6.06344718232962 |
| 1993-07-01 | 5.97751341760050 |
| 1993-08-01 | 6.00439415011997 |
| 1993-09-01 | 6.01677586869731 |
| 1993-10-01 | 6.24645164300702 |
| 1993-11-01 | 6.23253452149232 |
| 1993-12-01 | 6.24214860740862 |
| 1994-01-01 | 6.29916092939629 |
| 1994-02-01 | 6.33900552509729 |
| 1994-03-01 | 6.37081201317866 |
| 1994-04-01 | 6.52572269347652 |
| 1994-05-01 | 6.63027116814698 |
| 1994-06-01 | 6.71998920832341 |
| 1994-07-01 | 6.74260612644350 |
| 1994-08-01 | 6.66528788476465 |
| 1994-09-01 | 6.71776744684013 |
| 1994-10-01 | 6.56921114251529 |
| 1994-11-01 | 6.55480823208055 |
| 1994-12-01 | 6.66509007016341 |
| 1995-01-01 | 6.72418004568462 |
| 1995-02-01 | 6.85511273326339 |
| 1995-03-01 | 6.97895849264790 |
| 1995-04-01 | 6.73528509426940 |
| 1995-05-01 | 6.81980106035724 |
| 1995-06-01 | 6.89183009029578 |
| 1995-07-01 | 6.80091725190150 |
| 1995-08-01 | 6.81972563975419 |
| 1995-09-01 | 6.81292819497911 |
| 1995-10-01 | 6.69397249005520 |
| 1995-11-01 | 6.68121166997248 |
| 1995-12-01 | 6.78914501477525 |
| 1996-01-01 | 6.84738328352263 |
| 1996-02-01 | 6.86579644828941 |
| 1996-03-01 | 6.87065225352918 |
| 1996-04-01 | 6.94359878980760 |
| 1996-05-01 | 6.91667130402861 |
| 1996-06-01 | 6.98148486030742 |
| 1996-07-01 | 6.97271309200072 |
| 1996-08-01 | 6.98315731565991 |
| 1996-09-01 | 6.90535238222799 |
| 1996-10-01 | 6.90619674442304 |
| 1996-11-01 | 6.89915548022080 |
| 1996-12-01 | 6.90145766587280 |
| 1997-01-01 | 6.76490873954650 |
| 1997-02-01 | 6.88260615230119 |
| 1997-03-01 | 7.05651812093238 |
| 1997-04-01 | 6.94324599289472 |
| 1997-05-01 | 7.02484585157614 |
| 1997-06-01 | 6.99223904682541 |
| 1997-07-01 | 7.04793157402160 |
| 1997-08-01 | 7.05159265600614 |
| 1997-09-01 | 7.10416847678814 |
| 1997-10-01 | 7.10892957848746 |
| 1997-11-01 | 7.10985672700458 |
| 1997-12-01 | 7.10289143624586 |
| 1998-01-01 | 7.07574254237979 |
| 1998-02-01 | 7.09482981004623 |
| 1998-03-01 | 7.14344619959284 |
| 1998-04-01 | 7.14417044737294 |
| 1998-05-01 | 7.13379746845681 |
| 1998-06-01 | 7.11067342241770 |
| 1998-07-01 | 7.13062298970040 |
| 1998-08-01 | 7.23615264326176 |
| 1998-09-01 | 7.20263609028608 |
| 1998-10-01 | 7.30551050237675 |
| 1998-11-01 | 7.31184182898028 |
| 1998-12-01 | 7.29647578146474 |
| 1999-01-01 | 7.28294825293999 |
| 1999-02-01 | 7.30242997128061 |
| 1999-03-01 | 7.34054277797732 |
| 1999-04-01 | 7.34503454485920 |
| 1999-05-01 | 7.34419335882508 |
| 1999-06-01 | 7.42461605864481 |
| 1999-07-01 | 7.51670061556490 |
| 1999-08-01 | 7.42693461803890 |
| 1999-09-01 | 7.49782990637049 |
| 1999-10-01 | 7.50742607751014 |
| 1999-11-01 | 7.51319170926820 |
| 1999-12-01 | 7.58593702075860 |
| 2000-01-01 | 7.68871083274657 |
| 2000-02-01 | 7.70158538757575 |
| 2000-03-01 | 7.74164689917760 |
| 2000-04-01 | 7.75423197124234 |
| 2000-05-01 | 7.75360800094068 |
| 2000-06-01 | 7.72817835949275 |
| 2000-07-01 | 7.80636051094599 |
| 2000-08-01 | 7.82305231027792 |
| 2000-09-01 | 7.78650903207704 |
| 2000-10-01 | 7.81559798388063 |
| 2000-11-01 | 7.71527730203278 |
| 2000-12-01 | 7.67766936754713 |
| 2001-01-01 | 7.99015757582058 |
| 2001-02-01 | 7.99779622123593 |
| 2001-03-01 | 7.85011096954711 |
| 2001-04-01 | 7.85909659574963 |
| 2001-05-01 | 7.86055173063910 |
| 2001-06-01 | 7.93022359065153 |
| 2001-07-01 | 7.79844350804021 |
| 2001-08-01 | 7.72150664921871 |
| 2001-09-01 | 7.67750830888525 |
| 2001-10-01 | 7.62380737971268 |
| 2001-11-01 | 7.61204400824872 |
| 2001-12-01 | 7.57130962114414 |
| 2002-01-01 | 7.48766772263513 |
| 2002-02-01 | 7.49530275940703 |
| 2002-03-01 | 7.46080751201745 |
| 2002-04-01 | 7.46611044782057 |
| 2002-05-01 | 7.46447595101201 |
| 2002-06-01 | 7.53106513737072 |
| 2002-07-01 | 7.49283261874956 |
| 2002-08-01 | 7.52348876781001 |
| 2002-09-01 | 7.56811422436113 |
| 2002-10-01 | 7.52785956480092 |
| 2002-11-01 | 7.50826553012271 |
| 2002-12-01 | 7.57095670470107 |
| 2003-01-01 | 7.48286125217852 |
| 2003-02-01 | 7.39004190989168 |
| 2003-03-01 | 7.47044179012726 |
| 2003-04-01 | 7.36978018438810 |
| 2003-05-01 | 7.36989420364314 |
| 2003-06-01 | 7.33126771546597 |
| 2003-07-01 | 7.29245969205931 |
| 2003-08-01 | 7.32922800530710 |
| 2003-09-01 | 7.26100571156481 |
| 2003-10-01 | 7.22628238088025 |
| 2003-11-01 | 7.20098787494564 |
| 2003-12-01 | 7.17603074168125 |
| 2004-01-01 | 7.17818160677924 |
| 2004-02-01 | 7.18574612177732 |
| 2004-03-01 | 7.16808612388493 |
| 2004-04-01 | 7.27472574873841 |
| 2004-05-01 | 7.27616085331329 |
| 2004-06-01 | 7.23190269120359 |
| 2004-07-01 | 7.29724116732497 |
| 2004-08-01 | 7.23544324056556 |
| 2004-09-01 | 7.15717335183528 |
| 2004-10-01 | 7.31987474255189 |
| 2004-11-01 | 7.39767297080856 |
| 2004-12-01 | 7.38622824122890 |
| 2005-01-01 | 7.47327589316037 |
| 2005-02-01 | 7.37962766364222 |
| 2005-03-01 | 7.35845100278527 |
| 2005-04-01 | 7.36962583805089 |
| 2005-05-01 | 7.38328638336434 |
| 2005-06-01 | 7.43690961295705 |
| 2005-07-01 | 7.60759399698891 |
| 2005-08-01 | 7.54386825371162 |
| 2005-09-01 | 7.55755835358606 |
| 2005-10-01 | 7.61247380584179 |
| 2005-11-01 | 7.59341696158999 |
| 2005-12-01 | 7.49086028530600 |
| 2006-01-01 | 7.76952214736792 |
| 2006-02-01 | 7.77365638376831 |
| 2006-03-01 | 7.74610881203770 |
| 2006-04-01 | 7.76640829960317 |
| 2006-05-01 | 7.78892896170330 |
| 2006-06-01 | 7.84340761117187 |
| 2006-07-01 | 7.82154907794583 |
| 2006-08-01 | 7.74685363589042 |
| 2006-09-01 | 7.75828362144677 |
| 2006-10-01 | 7.60596894500625 |
| 2006-11-01 | 7.69555656601925 |
| 2006-12-01 | 7.59360254243430 |
| 2007-01-01 | 7.56603122481546 |
| 2007-02-01 | 7.56469002716764 |
| 2007-03-01 | 7.63681230836845 |
| 2007-04-01 | 7.55869621254080 |
| 2007-05-01 | 7.59577466118450 |
| 2007-06-01 | 7.55016804267214 |
| 2007-07-01 | 7.53309681211199 |
| 2007-08-01 | 7.54670328621080 |
| 2007-09-01 | 7.46005102514153 |
| 2007-10-01 | 7.60480103534139 |
| 2007-11-01 | 7.60031190074457 |
| 2007-12-01 | 7.58987089091122 |
| 2008-01-01 | 7.56468755058125 |
| 2008-02-01 | 7.55973370166862 |
| 2008-03-01 | 7.62680849556767 |
| 2008-04-01 | 7.55606254004348 |
| 2008-05-01 | 7.39517473295732 |
| 2008-06-01 | 7.35719060694294 |
| 2008-07-01 | 7.24054739109844 |
| 2008-08-01 | 7.23965713931524 |
| 2008-09-01 | 7.16619298181300 |
| 2008-10-01 | 7.10634362945211 |
| 2008-11-01 | 7.00926287849102 |
| 2008-12-01 | 6.99079031503060 |
| 2009-01-01 | 6.96182412475495 |
| 2009-02-01 | 6.75585959901502 |
| 2009-03-01 | 6.62430809002644 |
| 2009-04-01 | 6.54666789820431 |
| 2009-05-01 | 6.59023738875554 |
| 2009-06-01 | 6.56110811150537 |
| 2009-07-01 | 6.43827672745120 |
| 2009-08-01 | 6.53417088606480 |
| 2009-09-01 | 6.57538157192127 |
| 2009-10-01 | 6.51304099018333 |
| 2009-11-01 | 6.51750279949087 |
| 2009-12-01 | 6.49472146041487 |
| 2010-01-01 | 6.55818991707840 |
| 2010-02-01 | 6.55365090680838 |
| 2010-03-01 | 6.52817666632683 |
| 2010-04-01 | 6.54369361858654 |
| 2010-05-01 | 6.47789275990884 |
| 2010-06-01 | 6.45772998510938 |
| 2010-07-01 | 6.53086033094758 |
| 2010-08-01 | 6.53002956913584 |
| 2010-09-01 | 6.48010473367121 |
| 2010-10-01 | 6.51625102679100 |
| 2010-11-01 | 6.52980619105786 |
| 2010-12-01 | 6.61224833053333 |
| 2011-01-01 | 6.55654399951082 |
| 2011-02-01 | 6.54912595901303 |
| 2011-03-01 | 6.63552249733888 |
| 2011-04-01 | 6.53619802596086 |
| 2011-05-01 | 6.56424891704884 |
| 2011-06-01 | 6.55029735738295 |
| 2011-07-01 | 6.52191894961567 |
| 2011-08-01 | 6.52983128042721 |
| 2011-09-01 | 6.48260853637154 |
| 2011-10-01 | 6.51697267488433 |
| 2011-11-01 | 6.53648031129064 |
| 2011-12-01 | 6.52870507751013 |
| 2012-01-01 | 6.56500927143320 |
| 2012-02-01 | 6.54693275701855 |
| 2012-03-01 | 6.54017343846502 |
| 2012-04-01 | 6.63350458968383 |
| 2012-05-01 | 6.55020312298178 |
| 2012-06-01 | 6.53875184108481 |
| 2012-07-01 | 6.51928151691722 |
| 2012-08-01 | 6.43347603295191 |
| 2012-09-01 | 6.48268926038756 |
| 2012-10-01 | 6.30897479255739 |
| 2012-11-01 | 6.23485378765422 |
| 2012-12-01 | 6.24625292358660 |
| 2013-01-01 | 6.27580017309975 |
| 2013-02-01 | 6.24716663491563 |
| 2013-03-01 | 6.24715866022647 |
| 2013-04-01 | 6.22465124447491 |
| 2013-05-01 | 6.24673756751273 |
| 2013-06-01 | 6.22789219424823 |
| 2013-07-01 | 6.21998818065951 |
| 2013-08-01 | 6.24172122298100 |
| 2013-09-01 | 6.28145799010523 |
| 2013-10-01 | 6.29922075529987 |
| 2013-11-01 | 6.22364301770705 |
| 2013-12-01 | 6.25213776877463 |
| 2014-01-01 | 6.28616645218290 |
| 2014-02-01 | 6.34893382020706 |
| 2014-03-01 | 6.35362433328311 |
| 2014-04-01 | 6.42098001530039 |
| 2014-05-01 | 6.45117968846917 |
| 2014-06-01 | 6.42267567389220 |
| 2014-07-01 | 6.42573318695875 |
| 2014-08-01 | 6.55108690628025 |
| 2014-09-01 | 6.47671779379511 |
| 2014-10-01 | 6.48657314241548 |
| 2014-11-01 | 6.50920917068228 |
| 2014-12-01 | 6.55199945122341 |
| 2015-01-01 | 6.49268419343226 |
| 2015-02-01 | 6.54888548032708 |
| 2015-03-01 | 6.45817396708516 |
| 2015-04-01 | 6.51524373580899 |
| 2015-05-01 | 6.56272161376746 |
| 2015-06-01 | 6.62482248193420 |
| 2015-07-01 | 6.63250833649360 |
| 2015-08-01 | 6.66188298385789 |
| 2015-09-01 | 6.57736115297993 |
| 2015-10-01 | 6.67784208572390 |
| 2015-11-01 | 6.69369131558371 |
| 2015-12-01 | 6.63792032056039 |
| 2016-01-01 | 6.69687779445439 |
| 2016-02-01 | 6.64699296455721 |
| 2016-03-01 | 6.65420915336835 |
| 2016-04-01 | 6.71469593277943 |
| 2016-05-01 | 6.67579634612718 |
| 2016-06-01 | 6.73147497416247 |
| 2016-07-01 | 6.74137243822381 |
| 2016-08-01 | 6.67395026813756 |
| 2016-09-01 | 6.68442545054188 |
| 2016-10-01 | 6.66942091526818 |
| 2016-11-01 | 6.68002579051176 |
| 2016-12-01 | 6.62101819436340 |
| 2017-01-01 | 6.59418416624357 |
| 2017-02-01 | 6.54738871305124 |
| 2017-03-01 | 6.54685130428074 |
| 2017-04-01 | 6.51087696158959 |
| 2017-05-01 | 6.48732768842460 |
| 2017-06-01 | 6.44009074256239 |
| 2017-07-01 | 6.44733065406098 |
| 2017-08-01 | 6.48795820565356 |
| 2017-09-01 | 6.49521385120459 |
| 2017-10-01 | 6.46599129338099 |
| 2017-11-01 | 6.47241230298448 |
| 2017-12-01 | 6.50081675124276 |
| 2018-01-01 | 6.48763173318212 |
| 2018-02-01 | 6.55016968231800 |
| 2018-03-01 | 6.53556617521045 |
| 2018-04-01 | 6.50793104752219 |
| 2018-05-01 | 6.59160910482561 |
| 2018-06-01 | 6.65333355480951 |
| 2018-07-01 | 6.65039485818837 |
| 2018-08-01 | 6.69938345837239 |
| 2018-09-01 | 6.80634365900874 |
| 2018-10-01 | 6.76255098887483 |
| 2018-11-01 | 6.77362747165224 |
| 2018-12-01 | 6.68095072422284 |
| 2019-01-01 | 6.88052359178852 |
| 2019-02-01 | 6.85571672774320 |
| 2019-03-01 | 6.82617290153486 |
| 2019-04-01 | 6.80545694411755 |
| 2019-05-01 | 6.79435786129918 |
| 2019-06-01 | 6.76199176070081 |
| 2019-07-01 | 6.65068008106263 |
| 2019-08-01 | 6.70229009957592 |
| 2019-09-01 | 6.71561392632201 |
| 2019-10-01 | 6.76369543579117 |
| 2019-11-01 | 6.77837077631105 |
| 2019-12-01 | 6.76347193950898 |
| 2020-01-01 | 6.77464760993025 |
| 2020-02-01 | 6.76158281128423 |
| 2020-03-01 | 6.82436368690237 |
| 2020-04-01 | 6.30615433047378 |
| 2020-05-01 | 6.29700769395884 |
| 2020-06-01 | 6.26499594958358 |
| 2020-07-01 | 6.34614602276986 |
| 2020-08-01 | 6.39690402459247 |
| 2020-09-01 | 6.42294045996869 |
| 2020-10-01 | 6.46783078021402 |
| 2020-11-01 | 6.48131592951140 |
| 2020-12-01 | 6.55364810255120 |
| 2021-01-01 | 6.56635164021391 |
| 2021-02-01 | 6.56687122507539 |
| 2021-03-01 | 6.52995837180580 |
| 2021-04-01 | 6.70980591512364 |
| 2021-05-01 | 6.70681378093906 |
| 2021-06-01 | 6.66340513062489 |
| 2021-07-01 | 6.73882551442039 |
| 2021-08-01 | 6.68422818903225 |
| 2021-09-01 | 6.72264785527998 |
| 2021-10-01 | 6.77210309089372 |
| 2021-11-01 | 6.78306610964725 |
| 2021-12-01 | 6.85370667356004 |
| 2022-01-01 | 6.85822605874278 |
| 2022-02-01 | 6.86911159814214 |
| 2022-03-01 | 6.94075081611089 |
| 2022-04-01 | 6.91550687699554 |
| 2022-05-01 | 6.91348802621242 |
| 2022-06-01 | 6.95937640754440 |
| 2022-07-01 | 6.93528125114875 |
| 2022-08-01 | 6.97287913154744 |
| 2022-09-01 | 7.01654367109816 |
| 2022-10-01 | 6.87611901165942 |
| 2022-11-01 | 6.88433368770881 |
| 2022-12-01 | 6.85953816855455 |
| 2023-01-01 | 6.85066214188514 |
| 2023-02-01 | 6.86440662832451 |
| 2023-03-01 | 6.84831817257996 |
| 2023-04-01 | 6.92446337749602 |
| 2023-05-01 | 6.92171471714312 |
| 2023-06-01 | 6.95460413818834 |
| 2023-07-01 | 6.93877478688816 |
| 2023-08-01 | 6.96344527387206 |
| 2023-09-01 | 6.90468195912584 |
| 2023-10-01 | 6.87759589186125 |
| 2023-11-01 | 6.88428223558997 |
| 2023-12-01 | 6.87051963097848 |
| 2024-01-01 | 6.84508601237046 |
| 2024-02-01 | 6.85685204249555 |
| 2024-03-01 | 6.75524600122893 |
| 2024-04-01 | 6.73006199084253 |
| 2024-05-01 | 6.72439152997013 |
| 2024-06-01 | 6.74997134887784 |
| 2024-07-01 | 6.84647531881143 |
| 2024-08-01 | 6.86164010903713 |
| 2024-09-01 | 6.99551520441429 |
| 2024-10-01 | 6.97770171229684 |
| 2024-11-01 | 6.98250133307380 |
| 2024-12-01 | 6.97900237314030 |
| 2025-01-01 | 7.04003235319256 |
| 2025-02-01 | 7.04920713311050 |
| 2025-03-01 | 7.15684350383590 |
| 2025-04-01 | 7.03412033020949 |
| 2025-05-01 | 7.12696568455560 |
| 2025-06-01 | 7.15099567380731 |
| 2025-07-01 | 7.05349337463050 |
| 2025-08-01 | 7.06282212899357 |
| 2025-09-01 | 7.08778714528595 |
| 2025-10-01 | 7.07489515067872 |
| 2025-11-01 | 7.08117651354780 |