Table Data - All Employees: Wholesale Trade in Duluth, MN-WI (MSA)
| Title | All Employees: Wholesale Trade in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | SMU27202604100000001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 11:20 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 | 3.7686579135 |
| 1990-02-01 | 3.7742221630 |
| 1990-03-01 | 3.7748670338 |
| 1990-04-01 | 3.7650853478 |
| 1990-05-01 | 3.7540448988 |
| 1990-06-01 | 3.7343372792 |
| 1990-07-01 | 3.7134950745 |
| 1990-08-01 | 3.8084062944 |
| 1990-09-01 | 3.7392230655 |
| 1990-10-01 | 3.7698780804 |
| 1990-11-01 | 3.7742226025 |
| 1990-12-01 | 3.8212900193 |
| 1991-01-01 | 3.8746054863 |
| 1991-02-01 | 3.8807038565 |
| 1991-03-01 | 3.8824282812 |
| 1991-04-01 | 3.7613463802 |
| 1991-05-01 | 3.8516514887 |
| 1991-06-01 | 3.7302460329 |
| 1991-07-01 | 3.8041279471 |
| 1991-08-01 | 3.8127854743 |
| 1991-09-01 | 3.8388955274 |
| 1991-10-01 | 3.8677149781 |
| 1991-11-01 | 3.7740283664 |
| 1991-12-01 | 3.9228548066 |
| 1992-01-01 | 3.9829992409 |
| 1992-02-01 | 3.8878732348 |
| 1992-03-01 | 3.8910489284 |
| 1992-04-01 | 3.8561282328 |
| 1992-05-01 | 3.8453842734 |
| 1992-06-01 | 3.9210286196 |
| 1992-07-01 | 3.8892899443 |
| 1992-08-01 | 3.9171514074 |
| 1992-09-01 | 3.9392379731 |
| 1992-10-01 | 3.8664934713 |
| 1992-11-01 | 3.8721140258 |
| 1992-12-01 | 3.8270673981 |
| 1993-01-01 | 3.7844972098 |
| 1993-02-01 | 3.7917830138 |
| 1993-03-01 | 3.7959051860 |
| 1993-04-01 | 3.8517925848 |
| 1993-05-01 | 3.8410239540 |
| 1993-06-01 | 3.8142115435 |
| 1993-07-01 | 3.8787323690 |
| 1993-08-01 | 3.8205276801 |
| 1993-09-01 | 3.8440229476 |
| 1993-10-01 | 3.8659867125 |
| 1993-11-01 | 3.8746000777 |
| 1993-12-01 | 3.8311487885 |
| 1994-01-01 | 3.8943085488 |
| 1994-02-01 | 3.9007385402 |
| 1994-03-01 | 3.8992813696 |
| 1994-04-01 | 3.9457597570 |
| 1994-05-01 | 4.0374958239 |
| 1994-06-01 | 4.0073198730 |
| 1994-07-01 | 3.9698942083 |
| 1994-08-01 | 3.9202465159 |
| 1994-09-01 | 3.9500840341 |
| 1994-10-01 | 3.9593666699 |
| 1994-11-01 | 3.9730196439 |
| 1994-12-01 | 4.0382321612 |
| 1995-01-01 | 4.0015247475 |
| 1995-02-01 | 4.0061997252 |
| 1995-03-01 | 3.9980710293 |
| 1995-04-01 | 4.0471478587 |
| 1995-05-01 | 4.0309415328 |
| 1995-06-01 | 4.0021556956 |
| 1995-07-01 | 4.0742418419 |
| 1995-08-01 | 4.1151047891 |
| 1995-09-01 | 4.0593774451 |
| 1995-10-01 | 4.0519458913 |
| 1995-11-01 | 4.0697262524 |
| 1995-12-01 | 4.0330608396 |
| 1996-01-01 | 4.1104930511 |
| 1996-02-01 | 4.1117084214 |
| 1996-03-01 | 4.0949186121 |
| 1996-04-01 | 4.0455562207 |
| 1996-05-01 | 4.0239409056 |
| 1996-06-01 | 4.1015939186 |
| 1996-07-01 | 4.0889155596 |
| 1996-08-01 | 4.1162625612 |
| 1996-09-01 | 4.1670234753 |
| 1996-10-01 | 3.9459599194 |
| 1996-11-01 | 3.9664828528 |
| 1996-12-01 | 4.0216223016 |
| 1997-01-01 | 4.0089825302 |
| 1997-02-01 | 4.0082028710 |
| 1997-03-01 | 4.0919640240 |
| 1997-04-01 | 4.0539813993 |
| 1997-05-01 | 4.0191834645 |
| 1997-06-01 | 4.0020449410 |
| 1997-07-01 | 4.0086440032 |
| 1997-08-01 | 4.0190159693 |
| 1997-09-01 | 4.0699850607 |
| 1997-10-01 | 4.1395185723 |
| 1997-11-01 | 4.1616464302 |
| 1997-12-01 | 4.1024436272 |
| 1998-01-01 | 4.1175452681 |
| 1998-02-01 | 4.1125890075 |
| 1998-03-01 | 4.0948175706 |
| 1998-04-01 | 4.0560582544 |
| 1998-05-01 | 4.1129346100 |
| 1998-06-01 | 4.1021781873 |
| 1998-07-01 | 4.0191482993 |
| 1998-08-01 | 4.0228812256 |
| 1998-09-01 | 3.9721107036 |
| 1998-10-01 | 4.0412404094 |
| 1998-11-01 | 3.9616129142 |
| 1998-12-01 | 3.8874383143 |
| 1999-01-01 | 3.8078768205 |
| 1999-02-01 | 3.8014286392 |
| 1999-03-01 | 3.7928596555 |
| 1999-04-01 | 3.8589598871 |
| 1999-05-01 | 3.8064812022 |
| 1999-06-01 | 3.8074485700 |
| 1999-07-01 | 3.9247913541 |
| 1999-08-01 | 3.8338091979 |
| 1999-09-01 | 3.8752020521 |
| 1999-10-01 | 3.7479997787 |
| 1999-11-01 | 3.8641776907 |
| 1999-12-01 | 3.9736804349 |
| 2000-01-01 | 4.0129248843 |
| 2000-02-01 | 4.0030736919 |
| 2000-03-01 | 4.0017908079 |
| 2000-04-01 | 3.9577808363 |
| 2000-05-01 | 4.0052073992 |
| 2000-06-01 | 4.0041316277 |
| 2000-07-01 | 4.0235464615 |
| 2000-08-01 | 4.0369639889 |
| 2000-09-01 | 4.1722172260 |
| 2000-10-01 | 4.0490831322 |
| 2000-11-01 | 4.0731936812 |
| 2000-12-01 | 4.0684312646 |
| 2001-01-01 | 4.0038507651 |
| 2001-02-01 | 3.8908721424 |
| 2001-03-01 | 3.9964281000 |
| 2001-04-01 | 4.1613274792 |
| 2001-05-01 | 4.1106073362 |
| 2001-06-01 | 4.1037561054 |
| 2001-07-01 | 4.1222099455 |
| 2001-08-01 | 4.1408798540 |
| 2001-09-01 | 4.0696378844 |
| 2001-10-01 | 4.0521029788 |
| 2001-11-01 | 4.0834809806 |
| 2001-12-01 | 3.9699686298 |
| 2002-01-01 | 4.1017214217 |
| 2002-02-01 | 4.0895720112 |
| 2002-03-01 | 4.0886818179 |
| 2002-04-01 | 4.0514415982 |
| 2002-05-01 | 4.0134574596 |
| 2002-06-01 | 4.0116296354 |
| 2002-07-01 | 4.0298262513 |
| 2002-08-01 | 3.9479696718 |
| 2002-09-01 | 3.9662197863 |
| 2002-10-01 | 4.0548129647 |
| 2002-11-01 | 3.9900582803 |
| 2002-12-01 | 3.9751348263 |
| 2003-01-01 | 3.9950849050 |
| 2003-02-01 | 3.9852423143 |
| 2003-03-01 | 3.9704270983 |
| 2003-04-01 | 3.9424838599 |
| 2003-05-01 | 3.9160488254 |
| 2003-06-01 | 3.9176289050 |
| 2003-07-01 | 3.8434014942 |
| 2003-08-01 | 3.8529962025 |
| 2003-09-01 | 3.8657254319 |
| 2003-10-01 | 3.5597873794 |
| 2003-11-01 | 3.3876142627 |
| 2003-12-01 | 3.2835270948 |
| 2004-01-01 | 3.3826632223 |
| 2004-02-01 | 3.3766551615 |
| 2004-03-01 | 3.3492453251 |
| 2004-04-01 | 3.3262763594 |
| 2004-05-01 | 3.3124353614 |
| 2004-06-01 | 3.3327676398 |
| 2004-07-01 | 3.3622460453 |
| 2004-08-01 | 3.3597795180 |
| 2004-09-01 | 3.3670706497 |
| 2004-10-01 | 3.3632208029 |
| 2004-11-01 | 3.3843878457 |
| 2004-12-01 | 3.3845662633 |
| 2005-01-01 | 3.3833714470 |
| 2005-02-01 | 3.3844238017 |
| 2005-03-01 | 3.3397984360 |
| 2005-04-01 | 3.4238702718 |
| 2005-05-01 | 3.4087030649 |
| 2005-06-01 | 3.3364763537 |
| 2005-07-01 | 3.3701755758 |
| 2005-08-01 | 3.3585434709 |
| 2005-09-01 | 3.3634655755 |
| 2005-10-01 | 3.3666603101 |
| 2005-11-01 | 3.3767488993 |
| 2005-12-01 | 3.3852974881 |
| 2006-01-01 | 3.3855397827 |
| 2006-02-01 | 3.3927264135 |
| 2006-03-01 | 3.4391431016 |
| 2006-04-01 | 3.4217881327 |
| 2006-05-01 | 3.3996990012 |
| 2006-06-01 | 3.4408795931 |
| 2006-07-01 | 3.3737014603 |
| 2006-08-01 | 3.4549722851 |
| 2006-09-01 | 3.3605591220 |
| 2006-10-01 | 3.3712351286 |
| 2006-11-01 | 3.3710953349 |
| 2006-12-01 | 3.3850611174 |
| 2007-01-01 | 3.2832653764 |
| 2007-02-01 | 3.1926231157 |
| 2007-03-01 | 3.2384981287 |
| 2007-04-01 | 3.2189821013 |
| 2007-05-01 | 3.1928296021 |
| 2007-06-01 | 3.2505631640 |
| 2007-07-01 | 3.1750413663 |
| 2007-08-01 | 3.1584480768 |
| 2007-09-01 | 3.1617216537 |
| 2007-10-01 | 3.1743183752 |
| 2007-11-01 | 3.1678232362 |
| 2007-12-01 | 3.1874528911 |
| 2008-01-01 | 3.2824069672 |
| 2008-02-01 | 3.1930864309 |
| 2008-03-01 | 3.2461820043 |
| 2008-04-01 | 3.2139718153 |
| 2008-05-01 | 3.2866125750 |
| 2008-06-01 | 3.2574082419 |
| 2008-07-01 | 3.2735860817 |
| 2008-08-01 | 3.2605111173 |
| 2008-09-01 | 3.2616229639 |
| 2008-10-01 | 3.1715799484 |
| 2008-11-01 | 3.1648701135 |
| 2008-12-01 | 3.0851113905 |
| 2009-01-01 | 3.1786082178 |
| 2009-02-01 | 3.0916566866 |
| 2009-03-01 | 3.0499874604 |
| 2009-04-01 | 3.0113261176 |
| 2009-05-01 | 2.9827455536 |
| 2009-06-01 | 2.9686631831 |
| 2009-07-01 | 2.9707540638 |
| 2009-08-01 | 2.9648508098 |
| 2009-09-01 | 2.9660592011 |
| 2009-10-01 | 2.9761215908 |
| 2009-11-01 | 2.9648918919 |
| 2009-12-01 | 2.9855956518 |
| 2010-01-01 | 2.9717551021 |
| 2010-02-01 | 2.9884098302 |
| 2010-03-01 | 2.9503541641 |
| 2010-04-01 | 3.0074976945 |
| 2010-05-01 | 2.9797265416 |
| 2010-06-01 | 2.9756646931 |
| 2010-07-01 | 2.9650507135 |
| 2010-08-01 | 2.9648853113 |
| 2010-09-01 | 2.9735932341 |
| 2010-10-01 | 2.9814618732 |
| 2010-11-01 | 2.9616898778 |
| 2010-12-01 | 2.8817782310 |
| 2011-01-01 | 2.9702182100 |
| 2011-02-01 | 2.9889043239 |
| 2011-03-01 | 2.9501921032 |
| 2011-04-01 | 3.0049807502 |
| 2011-05-01 | 2.9806957775 |
| 2011-06-01 | 2.9764383447 |
| 2011-07-01 | 2.9594963030 |
| 2011-08-01 | 2.9615657394 |
| 2011-09-01 | 2.9857569050 |
| 2011-10-01 | 3.0879839663 |
| 2011-11-01 | 3.0582831557 |
| 2011-12-01 | 3.0797858502 |
| 2012-01-01 | 2.9674253791 |
| 2012-02-01 | 2.9842614713 |
| 2012-03-01 | 3.0484214661 |
| 2012-04-01 | 3.0027876107 |
| 2012-05-01 | 3.0844418536 |
| 2012-06-01 | 3.0736882160 |
| 2012-07-01 | 3.1551787769 |
| 2012-08-01 | 3.1582624054 |
| 2012-09-01 | 3.1986871262 |
| 2012-10-01 | 3.0902205653 |
| 2012-11-01 | 3.0554373327 |
| 2012-12-01 | 3.0789350152 |
| 2013-01-01 | 3.2677240065 |
| 2013-02-01 | 3.1885984752 |
| 2013-03-01 | 3.2490110348 |
| 2013-04-01 | 3.2049211387 |
| 2013-05-01 | 3.1871750274 |
| 2013-06-01 | 3.1704635495 |
| 2013-07-01 | 3.1535853833 |
| 2013-08-01 | 3.1569988499 |
| 2013-09-01 | 3.1038878434 |
| 2013-10-01 | 3.0926455259 |
| 2013-11-01 | 3.1566628835 |
| 2013-12-01 | 3.1851984222 |
| 2014-01-01 | 3.1540379486 |
| 2014-02-01 | 3.1855198586 |
| 2014-03-01 | 3.1412831606 |
| 2014-04-01 | 3.2066204875 |
| 2014-05-01 | 3.1935375230 |
| 2014-06-01 | 3.2667222260 |
| 2014-07-01 | 3.2541110128 |
| 2014-08-01 | 3.2556784398 |
| 2014-09-01 | 3.2080255330 |
| 2014-10-01 | 3.2899508075 |
| 2014-11-01 | 3.2602903491 |
| 2014-12-01 | 3.3887052754 |
| 2015-01-01 | 3.2431372706 |
| 2015-02-01 | 3.2851022432 |
| 2015-03-01 | 3.2423353025 |
| 2015-04-01 | 3.2070901978 |
| 2015-05-01 | 3.1992332895 |
| 2015-06-01 | 3.1647945778 |
| 2015-07-01 | 3.1571898134 |
| 2015-08-01 | 3.1563151123 |
| 2015-09-01 | 3.2111987263 |
| 2015-10-01 | 3.1866742262 |
| 2015-11-01 | 3.1714353240 |
| 2015-12-01 | 3.0952939928 |
| 2016-01-01 | 3.1298973612 |
| 2016-02-01 | 3.0711173740 |
| 2016-03-01 | 3.0362003766 |
| 2016-04-01 | 3.1075182864 |
| 2016-05-01 | 3.1040183556 |
| 2016-06-01 | 3.0679187199 |
| 2016-07-01 | 3.0619807739 |
| 2016-08-01 | 3.0607350038 |
| 2016-09-01 | 3.1120890286 |
| 2016-10-01 | 3.0837023135 |
| 2016-11-01 | 3.0798502511 |
| 2016-12-01 | 2.9958388801 |
| 2017-01-01 | 3.1203202448 |
| 2017-02-01 | 3.0625020567 |
| 2017-03-01 | 3.1314326026 |
| 2017-04-01 | 3.1122794104 |
| 2017-05-01 | 3.1059623667 |
| 2017-06-01 | 3.1733531788 |
| 2017-07-01 | 3.1627983566 |
| 2017-08-01 | 3.1622348786 |
| 2017-09-01 | 3.1107286090 |
| 2017-10-01 | 3.1855226950 |
| 2017-11-01 | 3.0876903946 |
| 2017-12-01 | 3.0953114850 |
| 2018-01-01 | 3.0115595567 |
| 2018-02-01 | 3.0499613754 |
| 2018-03-01 | 3.0196367653 |
| 2018-04-01 | 3.0185215363 |
| 2018-05-01 | 3.0118144455 |
| 2018-06-01 | 2.9796930463 |
| 2018-07-01 | 2.9668173924 |
| 2018-08-01 | 2.9679120568 |
| 2018-09-01 | 2.9093897396 |
| 2018-10-01 | 2.8913508751 |
| 2018-11-01 | 2.8939841590 |
| 2018-12-01 | 2.8913204741 |
| 2019-01-01 | 2.9076528645 |
| 2019-02-01 | 2.9329006519 |
| 2019-03-01 | 2.9124168020 |
| 2019-04-01 | 2.9228997526 |
| 2019-05-01 | 2.9164488157 |
| 2019-06-01 | 2.8843391586 |
| 2019-07-01 | 2.9705999184 |
| 2019-08-01 | 2.8725894187 |
| 2019-09-01 | 2.9087251063 |
| 2019-10-01 | 2.8937377783 |
| 2019-11-01 | 2.8958944639 |
| 2019-12-01 | 2.8860441986 |
| 2020-01-01 | 2.9087983769 |
| 2020-02-01 | 2.8180949630 |
| 2020-03-01 | 2.8088746580 |
| 2020-04-01 | 2.7249546530 |
| 2020-05-01 | 2.7215477613 |
| 2020-06-01 | 2.6868505243 |
| 2020-07-01 | 2.6770241020 |
| 2020-08-01 | 2.6796652166 |
| 2020-09-01 | 2.6023260499 |
| 2020-10-01 | 2.6939574507 |
| 2020-11-01 | 2.6935014850 |
| 2020-12-01 | 2.6844567693 |
| 2021-01-01 | 2.7122375958 |
| 2021-02-01 | 2.7116047134 |
| 2021-03-01 | 2.7089349665 |
| 2021-04-01 | 2.7261124499 |
| 2021-05-01 | 2.7234776213 |
| 2021-06-01 | 2.7868322196 |
| 2021-07-01 | 2.7813424194 |
| 2021-08-01 | 2.7831789755 |
| 2021-09-01 | 2.7947893600 |
| 2021-10-01 | 2.7912884908 |
| 2021-11-01 | 2.7886255730 |
| 2021-12-01 | 2.7839084251 |
| 2022-01-01 | 2.9171319031 |
| 2022-02-01 | 2.9136034976 |
| 2022-03-01 | 2.9131753850 |
| 2022-04-01 | 2.9273614543 |
| 2022-05-01 | 2.9274774484 |
| 2022-06-01 | 2.8827760167 |
| 2022-07-01 | 2.8831526552 |
| 2022-08-01 | 2.8844659883 |
| 2022-09-01 | 2.8881114088 |
| 2022-10-01 | 2.8877592240 |
| 2022-11-01 | 2.8843269333 |
| 2022-12-01 | 2.8857811062 |
| 2023-01-01 | 2.8220517965 |
| 2023-02-01 | 2.8167425881 |
| 2023-03-01 | 2.8164347377 |
| 2023-04-01 | 2.8230558867 |
| 2023-05-01 | 2.8226640857 |
| 2023-06-01 | 2.8832886028 |
| 2023-07-01 | 2.8855076841 |
| 2023-08-01 | 2.8847801309 |
| 2023-09-01 | 2.8846428832 |
| 2023-10-01 | 2.7851439773 |
| 2023-11-01 | 2.8799199106 |
| 2023-12-01 | 2.8883262032 |
| 2024-01-01 | 2.7254099955 |
| 2024-02-01 | 2.8216593530 |
| 2024-03-01 | 2.8201287465 |
| 2024-04-01 | 2.8193576844 |
| 2024-05-01 | 2.8188903622 |
| 2024-06-01 | 2.8841817394 |
| 2024-07-01 | 2.7855654552 |
| 2024-08-01 | 2.7867551324 |
| 2024-09-01 | 2.7832124767 |
| 2024-10-01 | 2.7834220541 |
| 2024-11-01 | 2.7764715799 |
| 2024-12-01 | 2.7917035605 |
| 2025-01-01 | 2.8290728942 |
| 2025-02-01 | 2.8259510874 |
| 2025-03-01 | 2.8206495992 |
| 2025-04-01 | 2.8167610530 |
| 2025-05-01 | 2.8137299602 |
| 2025-06-01 | 2.7876507141 |
| 2025-07-01 | 2.7857988947 |
| 2025-08-01 | 2.7887436413 |
| 2025-09-01 | 2.7831118391 |
| 2025-10-01 | 2.7816655691 |
| 2025-11-01 | 2.7741589381 |
| 2025-12-01 | 2.6941451378 |
| 2026-01-01 | 2.7273205496 |
| 2026-02-01 | 2.7273757197 |
| 2026-03-01 | 2.7201453312 |
| 2026-04-01 | 2.7149453718 |
| 2026-05-01 | 2.7110696329 |
| 2026-06-01 | 2.6892508309 |
| 2026-07-01 | 2.7852175755 |
| 2026-08-01 | 2.6907737372 |