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 2026-09-01 |
| Last Updated | 2026-10-20 10:23 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 | 6.4731707460 |
| 1990-02-01 | 6.4982579754 |
| 1990-03-01 | 6.5130589789 |
| 1990-04-01 | 6.5720672964 |
| 1990-05-01 | 6.5407402333 |
| 1990-06-01 | 6.5453347935 |
| 1990-07-01 | 6.6012308095 |
| 1990-08-01 | 6.5151217268 |
| 1990-09-01 | 6.5428030254 |
| 1990-10-01 | 6.4370008714 |
| 1990-11-01 | 6.4777706662 |
| 1990-12-01 | 6.4765784188 |
| 1991-01-01 | 6.5782729094 |
| 1991-02-01 | 6.6057203696 |
| 1991-03-01 | 6.6229775495 |
| 1991-04-01 | 6.5748668130 |
| 1991-05-01 | 6.5337587961 |
| 1991-06-01 | 6.3321194796 |
| 1991-07-01 | 6.3895410703 |
| 1991-08-01 | 6.4075914817 |
| 1991-09-01 | 6.4433380066 |
| 1991-10-01 | 6.5462038854 |
| 1991-11-01 | 6.5840690699 |
| 1991-12-01 | 6.5801185733 |
| 1992-01-01 | 6.3883835617 |
| 1992-02-01 | 6.2119611212 |
| 1992-03-01 | 6.4336669153 |
| 1992-04-01 | 6.2820772681 |
| 1992-05-01 | 6.1221106388 |
| 1992-06-01 | 6.2079354125 |
| 1992-07-01 | 6.2722649141 |
| 1992-08-01 | 6.2889038511 |
| 1992-09-01 | 6.2477643658 |
| 1992-10-01 | 6.5611452719 |
| 1992-11-01 | 6.4971106931 |
| 1992-12-01 | 6.4835558357 |
| 1993-01-01 | 6.4036345265 |
| 1993-02-01 | 6.3226913296 |
| 1993-03-01 | 6.2486786216 |
| 1993-04-01 | 6.1908591317 |
| 1993-05-01 | 6.1108389143 |
| 1993-06-01 | 6.0759905760 |
| 1993-07-01 | 5.9399228706 |
| 1993-08-01 | 5.9582193007 |
| 1993-09-01 | 5.9571625622 |
| 1993-10-01 | 6.2859582016 |
| 1993-11-01 | 6.3159969677 |
| 1993-12-01 | 6.2899630828 |
| 1994-01-01 | 6.3204448289 |
| 1994-02-01 | 6.3350507814 |
| 1994-03-01 | 6.3561890442 |
| 1994-04-01 | 6.5019317822 |
| 1994-05-01 | 6.6021952561 |
| 1994-06-01 | 6.7413727583 |
| 1994-07-01 | 6.7105834939 |
| 1994-08-01 | 6.6253710409 |
| 1994-09-01 | 6.6682417914 |
| 1994-10-01 | 6.6066446382 |
| 1994-11-01 | 6.6281101788 |
| 1994-12-01 | 6.6970103887 |
| 1995-01-01 | 6.7389658727 |
| 1995-02-01 | 6.8532981444 |
| 1995-03-01 | 6.9592829214 |
| 1995-04-01 | 6.7105178407 |
| 1995-05-01 | 6.7991535627 |
| 1995-06-01 | 6.9173375755 |
| 1995-07-01 | 6.7783210582 |
| 1995-08-01 | 6.7928512059 |
| 1995-09-01 | 6.7814397395 |
| 1995-10-01 | 6.7218595738 |
| 1995-11-01 | 6.7343372889 |
| 1995-12-01 | 6.8042513878 |
| 1996-01-01 | 6.8562244365 |
| 1996-02-01 | 6.8675406202 |
| 1996-03-01 | 6.8493430091 |
| 1996-04-01 | 6.9201656936 |
| 1996-05-01 | 6.9052239031 |
| 1996-06-01 | 7.0052607779 |
| 1996-07-01 | 6.9600902022 |
| 1996-08-01 | 6.9690598306 |
| 1996-09-01 | 6.8910274694 |
| 1996-10-01 | 6.9220605681 |
| 1996-11-01 | 6.9328018079 |
| 1996-12-01 | 6.9061585171 |
| 1997-01-01 | 6.7677287877 |
| 1997-02-01 | 6.8820583384 |
| 1997-03-01 | 7.0393845264 |
| 1997-04-01 | 6.9280652974 |
| 1997-05-01 | 7.0188602033 |
| 1997-06-01 | 7.0083887075 |
| 1997-07-01 | 7.0446789370 |
| 1997-08-01 | 7.0472878461 |
| 1997-09-01 | 7.1011649082 |
| 1997-10-01 | 7.1145491864 |
| 1997-11-01 | 7.1263184412 |
| 1997-12-01 | 7.1029279141 |
| 1998-01-01 | 7.0758313700 |
| 1998-02-01 | 7.0937693194 |
| 1998-03-01 | 7.1313654479 |
| 1998-04-01 | 7.1372990104 |
| 1998-05-01 | 7.1322859685 |
| 1998-06-01 | 7.1169375875 |
| 1998-07-01 | 7.1331869964 |
| 1998-08-01 | 7.2358572348 |
| 1998-09-01 | 7.2023392449 |
| 1998-10-01 | 7.3080793397 |
| 1998-11-01 | 7.3178319232 |
| 1998-12-01 | 7.2958179826 |
| 1999-01-01 | 7.2820911131 |
| 1999-02-01 | 7.3010493822 |
| 1999-03-01 | 7.3335194379 |
| 1999-04-01 | 7.3438253271 |
| 1999-05-01 | 7.3438358536 |
| 1999-06-01 | 7.4252494877 |
| 1999-07-01 | 7.5206333092 |
| 1999-08-01 | 7.4279169115 |
| 1999-09-01 | 7.4986447431 |
| 1999-10-01 | 7.5079237877 |
| 1999-11-01 | 7.5134517964 |
| 1999-12-01 | 7.5859304744 |
| 2000-01-01 | 7.6884222109 |
| 2000-02-01 | 7.7010034830 |
| 2000-03-01 | 7.7383122854 |
| 2000-04-01 | 7.7537851080 |
| 2000-05-01 | 7.7534355308 |
| 2000-06-01 | 7.7282730920 |
| 2000-07-01 | 7.8097124180 |
| 2000-08-01 | 7.8233188862 |
| 2000-09-01 | 7.7866371228 |
| 2000-10-01 | 7.8155340548 |
| 2000-11-01 | 7.7151157538 |
| 2000-12-01 | 7.6773536039 |
| 2001-01-01 | 7.9897578689 |
| 2001-02-01 | 7.9973168396 |
| 2001-03-01 | 7.8496910221 |
| 2001-04-01 | 7.8587545406 |
| 2001-05-01 | 7.8603452169 |
| 2001-06-01 | 7.9301556486 |
| 2001-07-01 | 7.8005205262 |
| 2001-08-01 | 7.7214909620 |
| 2001-09-01 | 7.6774304904 |
| 2001-10-01 | 7.6236551940 |
| 2001-11-01 | 7.6118565748 |
| 2001-12-01 | 7.5710515063 |
| 2002-01-01 | 7.4874470092 |
| 2002-02-01 | 7.4951111720 |
| 2002-03-01 | 7.4607093759 |
| 2002-04-01 | 7.4660398206 |
| 2002-05-01 | 7.4644327787 |
| 2002-06-01 | 7.5310503486 |
| 2002-07-01 | 7.4938544958 |
| 2002-08-01 | 7.5234474235 |
| 2002-09-01 | 7.5680370601 |
| 2002-10-01 | 7.5277479217 |
| 2002-11-01 | 7.5081399807 |
| 2002-12-01 | 7.5707890399 |
| 2003-01-01 | 7.4827473877 |
| 2003-02-01 | 7.3899716005 |
| 2003-03-01 | 7.4704432742 |
| 2003-04-01 | 7.3698129425 |
| 2003-05-01 | 7.3699576838 |
| 2003-06-01 | 7.3313563477 |
| 2003-07-01 | 7.2925418218 |
| 2003-08-01 | 7.3292860541 |
| 2003-09-01 | 7.2610245824 |
| 2003-10-01 | 7.2262616221 |
| 2003-11-01 | 7.2009434700 |
| 2003-12-01 | 7.1759503876 |
| 2004-01-01 | 7.1781301021 |
| 2004-02-01 | 7.1857141233 |
| 2004-03-01 | 7.1680944945 |
| 2004-04-01 | 7.2747459950 |
| 2004-05-01 | 7.2761885524 |
| 2004-06-01 | 7.2319346381 |
| 2004-07-01 | 7.2972661106 |
| 2004-08-01 | 7.2354586126 |
| 2004-09-01 | 7.1571768969 |
| 2004-10-01 | 7.3198672952 |
| 2004-11-01 | 7.3976593935 |
| 2004-12-01 | 7.3861965102 |
| 2005-01-01 | 7.4732610175 |
| 2005-02-01 | 7.3796255354 |
| 2005-03-01 | 7.3584561153 |
| 2005-04-01 | 7.3696336810 |
| 2005-05-01 | 7.3832945700 |
| 2005-06-01 | 7.4369158969 |
| 2005-07-01 | 7.6075980354 |
| 2005-08-01 | 7.5438699754 |
| 2005-09-01 | 7.5575586995 |
| 2005-10-01 | 7.6124732221 |
| 2005-11-01 | 7.5934171070 |
| 2005-12-01 | 7.4908513314 |
| 2006-01-01 | 7.7695154595 |
| 2006-02-01 | 7.7736563861 |
| 2006-03-01 | 7.7461106462 |
| 2006-04-01 | 7.7664105482 |
| 2006-05-01 | 7.7889313597 |
| 2006-06-01 | 7.8434096478 |
| 2006-07-01 | 7.8215507883 |
| 2006-08-01 | 7.7468543453 |
| 2006-09-01 | 7.7582835902 |
| 2006-10-01 | 7.6059679768 |
| 2006-11-01 | 7.6955561875 |
| 2006-12-01 | 7.5936018382 |
| 2007-01-01 | 7.5660259690 |
| 2007-02-01 | 7.5646904474 |
| 2007-03-01 | 7.6368132529 |
| 2007-04-01 | 7.5586973910 |
| 2007-05-01 | 7.5957757124 |
| 2007-06-01 | 7.5501689134 |
| 2007-07-01 | 7.5330976035 |
| 2007-08-01 | 7.5467035422 |
| 2007-09-01 | 7.4600510123 |
| 2007-10-01 | 7.6048002808 |
| 2007-11-01 | 7.6003118781 |
| 2007-12-01 | 7.5898706557 |
| 2008-01-01 | 7.5646848992 |
| 2008-02-01 | 7.5597339724 |
| 2008-03-01 | 7.6268093222 |
| 2008-04-01 | 7.5560631898 |
| 2008-05-01 | 7.3951751656 |
| 2008-06-01 | 7.3571909271 |
| 2008-07-01 | 7.2405476357 |
| 2008-08-01 | 7.2396571148 |
| 2008-09-01 | 7.1661929009 |
| 2008-10-01 | 7.1063430714 |
| 2008-11-01 | 7.0092628223 |
| 2008-12-01 | 6.9907901663 |
| 2009-01-01 | 6.9618237865 |
| 2009-02-01 | 6.7558595687 |
| 2009-03-01 | 6.6243087955 |
| 2009-04-01 | 6.5466681913 |
| 2009-05-01 | 6.5902372518 |
| 2009-06-01 | 6.5611078370 |
| 2009-07-01 | 6.4382763967 |
| 2009-08-01 | 6.5341706726 |
| 2009-09-01 | 6.5753812354 |
| 2009-10-01 | 6.5130411272 |
| 2009-11-01 | 6.5175039252 |
| 2009-12-01 | 6.4947220944 |
| 2010-01-01 | 6.5581901492 |
| 2010-02-01 | 6.5536506594 |
| 2010-03-01 | 6.5281768678 |
| 2010-04-01 | 6.5436929426 |
| 2010-05-01 | 6.4778913821 |
| 2010-06-01 | 6.4577286417 |
| 2010-07-01 | 6.5308595174 |
| 2010-08-01 | 6.5300295501 |
| 2010-09-01 | 6.4801048402 |
| 2010-10-01 | 6.5162526668 |
| 2010-11-01 | 6.5298136651 |
| 2010-12-01 | 6.6122494330 |
| 2011-01-01 | 6.5565430323 |
| 2011-02-01 | 6.5491227760 |
| 2011-03-01 | 6.6355187357 |
| 2011-04-01 | 6.5361938478 |
| 2011-05-01 | 6.5642455396 |
| 2011-06-01 | 6.5502961716 |
| 2011-07-01 | 6.5219202777 |
| 2011-08-01 | 6.5298354785 |
| 2011-09-01 | 6.4826113981 |
| 2011-10-01 | 6.5169771200 |
| 2011-11-01 | 6.5364948203 |
| 2011-12-01 | 6.5287066356 |
| 2012-01-01 | 6.5650054512 |
| 2012-02-01 | 6.5469275251 |
| 2012-03-01 | 6.5401617009 |
| 2012-04-01 | 6.6334763481 |
| 2012-05-01 | 6.5502030986 |
| 2012-06-01 | 6.5387562350 |
| 2012-07-01 | 6.5192889595 |
| 2012-08-01 | 6.4334862554 |
| 2012-09-01 | 6.4827113301 |
| 2012-10-01 | 6.3089810958 |
| 2012-11-01 | 6.2348744990 |
| 2012-12-01 | 6.2462562897 |
| 2013-01-01 | 6.2757920525 |
| 2013-02-01 | 6.2471528858 |
| 2013-03-01 | 6.2471291186 |
| 2013-04-01 | 6.2245833763 |
| 2013-05-01 | 6.2467187802 |
| 2013-06-01 | 6.2278764088 |
| 2013-07-01 | 6.2201173952 |
| 2013-08-01 | 6.2417184019 |
| 2013-09-01 | 6.2814882464 |
| 2013-10-01 | 6.2992260484 |
| 2013-11-01 | 6.2236666247 |
| 2013-12-01 | 6.2521422795 |
| 2014-01-01 | 6.2861497673 |
| 2014-02-01 | 6.3489030366 |
| 2014-03-01 | 6.3535649221 |
| 2014-04-01 | 6.4208633223 |
| 2014-05-01 | 6.4511407628 |
| 2014-06-01 | 6.4226471274 |
| 2014-07-01 | 6.4259965636 |
| 2014-08-01 | 6.5510807178 |
| 2014-09-01 | 6.4767592775 |
| 2014-10-01 | 6.4865762370 |
| 2014-11-01 | 6.5092345744 |
| 2014-12-01 | 6.5520082903 |
| 2015-01-01 | 6.4926739468 |
| 2015-02-01 | 6.5488627801 |
| 2015-03-01 | 6.4581242158 |
| 2015-04-01 | 6.5148929325 |
| 2015-05-01 | 6.5626956637 |
| 2015-06-01 | 6.6248085958 |
| 2015-07-01 | 6.6329270393 |
| 2015-08-01 | 6.6618892751 |
| 2015-09-01 | 6.5774176138 |
| 2015-10-01 | 6.6778618017 |
| 2015-11-01 | 6.6937385129 |
| 2015-12-01 | 6.6378845868 |
| 2016-01-01 | 6.6968933983 |
| 2016-02-01 | 6.6469985219 |
| 2016-03-01 | 6.6541685558 |
| 2016-04-01 | 6.7140756991 |
| 2016-05-01 | 6.6757136755 |
| 2016-06-01 | 6.7313813824 |
| 2016-07-01 | 6.7422637088 |
| 2016-08-01 | 6.6738822598 |
| 2016-09-01 | 6.6844310528 |
| 2016-10-01 | 6.6694107605 |
| 2016-11-01 | 6.6800627504 |
| 2016-12-01 | 6.6209280270 |
| 2017-01-01 | 6.5942579041 |
| 2017-02-01 | 6.5474988556 |
| 2017-03-01 | 6.5469647786 |
| 2017-04-01 | 6.5100101825 |
| 2017-05-01 | 6.4872514875 |
| 2017-06-01 | 6.4394459562 |
| 2017-07-01 | 6.4487939054 |
| 2017-08-01 | 6.4878900843 |
| 2017-09-01 | 6.4951908055 |
| 2017-10-01 | 6.4659572275 |
| 2017-11-01 | 6.4724381159 |
| 2017-12-01 | 6.5006683164 |
| 2018-01-01 | 6.4877455698 |
| 2018-02-01 | 6.5503666816 |
| 2018-03-01 | 6.5359333832 |
| 2018-04-01 | 6.5069248344 |
| 2018-05-01 | 6.5913164413 |
| 2018-06-01 | 6.6520150945 |
| 2018-07-01 | 6.6528502729 |
| 2018-08-01 | 6.6989737790 |
| 2018-09-01 | 6.8062886772 |
| 2018-10-01 | 6.7625728526 |
| 2018-11-01 | 6.7737805158 |
| 2018-12-01 | 6.6809389722 |
| 2019-01-01 | 6.8807234617 |
| 2019-02-01 | 6.8559058102 |
| 2019-03-01 | 6.8269131558 |
| 2019-04-01 | 6.8040050228 |
| 2019-05-01 | 6.7935702441 |
| 2019-06-01 | 6.7598710498 |
| 2019-07-01 | 6.6536577628 |
| 2019-08-01 | 6.7015840192 |
| 2019-09-01 | 6.7157470717 |
| 2019-10-01 | 6.7643025164 |
| 2019-11-01 | 6.7791455424 |
| 2019-12-01 | 6.7639568803 |
| 2020-01-01 | 6.7750692513 |
| 2020-02-01 | 6.7616533013 |
| 2020-03-01 | 6.8250929815 |
| 2020-04-01 | 6.3040510269 |
| 2020-05-01 | 6.2950995081 |
| 2020-06-01 | 6.2619602135 |
| 2020-07-01 | 6.3490583362 |
| 2020-08-01 | 6.3955553611 |
| 2020-09-01 | 6.4232632778 |
| 2020-10-01 | 6.4694075905 |
| 2020-11-01 | 6.4835339091 |
| 2020-12-01 | 6.5558410673 |
| 2021-01-01 | 6.5681704682 |
| 2021-02-01 | 6.5674517320 |
| 2021-03-01 | 6.5309074038 |
| 2021-04-01 | 6.7058983624 |
| 2021-05-01 | 6.7000906046 |
| 2021-06-01 | 6.6589307803 |
| 2021-07-01 | 6.7426500794 |
| 2021-08-01 | 6.6802645865 |
| 2021-09-01 | 6.7233536665 |
| 2021-10-01 | 6.7783783266 |
| 2021-11-01 | 6.7874101693 |
| 2021-12-01 | 6.8554826532 |
| 2022-01-01 | 6.8635306258 |
| 2022-02-01 | 6.8699940597 |
| 2022-03-01 | 6.9410823292 |
| 2022-04-01 | 6.9103010314 |
| 2022-05-01 | 6.9034811734 |
| 2022-06-01 | 6.9575201728 |
| 2022-07-01 | 6.9348749152 |
| 2022-08-01 | 6.9612131935 |
| 2022-09-01 | 7.0169408481 |
| 2022-10-01 | 6.8887759615 |
| 2022-11-01 | 6.8906111213 |
| 2022-12-01 | 6.8612716434 |
| 2023-01-01 | 6.8632668120 |
| 2023-02-01 | 6.8684456296 |
| 2023-03-01 | 6.8487146385 |
| 2023-04-01 | 6.9148468044 |
| 2023-05-01 | 6.9068527016 |
| 2023-06-01 | 6.9559126683 |
| 2023-07-01 | 6.9333473453 |
| 2023-08-01 | 6.9435714359 |
| 2023-09-01 | 6.9040663703 |
| 2023-10-01 | 6.8976177970 |
| 2023-11-01 | 6.8923912012 |
| 2023-12-01 | 6.8729291889 |
| 2024-01-01 | 6.8651567100 |
| 2024-02-01 | 6.8640684042 |
| 2024-03-01 | 6.7535048258 |
| 2024-04-01 | 6.7163433680 |
| 2024-05-01 | 6.7070095483 |
| 2024-06-01 | 6.6569375279 |
| 2024-07-01 | 6.6345165792 |
| 2024-08-01 | 6.6348519071 |
| 2024-09-01 | 6.6914441628 |
| 2024-10-01 | 6.6027744385 |
| 2024-11-01 | 6.5918288998 |
| 2024-12-01 | 6.5844285431 |
| 2025-01-01 | 6.5670630498 |
| 2025-02-01 | 6.5605566127 |
| 2025-03-01 | 6.5531723761 |
| 2025-04-01 | 6.5155057209 |
| 2025-05-01 | 6.5047237180 |
| 2025-06-01 | 6.4616114405 |
| 2025-07-01 | 6.5398310074 |
| 2025-08-01 | 6.5325229526 |
| 2025-09-01 | 6.4793481573 |
| 2025-10-01 | 6.4043454065 |
| 2025-11-01 | 6.4913880405 |
| 2025-12-01 | 6.3920561050 |
| 2026-01-01 | 6.3682201858 |
| 2026-02-01 | 6.3594111688 |
| 2026-03-01 | 6.4505625510 |
| 2026-04-01 | 6.4145655023 |
| 2026-05-01 | 6.4014803656 |
| 2026-06-01 | 6.3673997238 |
| 2026-07-01 | 6.3419320500 |
| 2026-08-01 | 6.3348790694 |
| 2026-09-01 | 6.3716767151 |