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 2026-09-01 |
| Last Updated | 2026-10-20 10:18 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 | 3.7686582476 |
| 1990-02-01 | 3.7742222186 |
| 1990-03-01 | 3.7748666851 |
| 1990-04-01 | 3.7650846166 |
| 1990-05-01 | 3.7540434597 |
| 1990-06-01 | 3.7343367402 |
| 1990-07-01 | 3.7134941091 |
| 1990-08-01 | 3.8084070624 |
| 1990-09-01 | 3.7392235125 |
| 1990-10-01 | 3.7698787120 |
| 1990-11-01 | 3.7742234502 |
| 1990-12-01 | 3.8212910035 |
| 1991-01-01 | 3.8746060507 |
| 1991-02-01 | 3.8807041402 |
| 1991-03-01 | 3.8824282462 |
| 1991-04-01 | 3.7613461774 |
| 1991-05-01 | 3.8516465254 |
| 1991-06-01 | 3.7302464590 |
| 1991-07-01 | 3.8041278115 |
| 1991-08-01 | 3.8127866323 |
| 1991-09-01 | 3.8388960785 |
| 1991-10-01 | 3.8677154334 |
| 1991-11-01 | 3.7740290134 |
| 1991-12-01 | 3.9228558073 |
| 1992-01-01 | 3.9830002424 |
| 1992-02-01 | 3.8878739681 |
| 1992-03-01 | 3.8910492813 |
| 1992-04-01 | 3.8561285048 |
| 1992-05-01 | 3.8453755620 |
| 1992-06-01 | 3.9210295023 |
| 1992-07-01 | 3.8892899472 |
| 1992-08-01 | 3.9171573340 |
| 1992-09-01 | 3.9392371303 |
| 1992-10-01 | 3.8664920778 |
| 1992-11-01 | 3.8721131925 |
| 1992-12-01 | 3.8270678390 |
| 1993-01-01 | 3.7844984887 |
| 1993-02-01 | 3.7917851451 |
| 1993-03-01 | 3.7959079236 |
| 1993-04-01 | 3.8517964887 |
| 1993-05-01 | 3.8410027821 |
| 1993-06-01 | 3.8142168601 |
| 1993-07-01 | 3.8787362692 |
| 1993-08-01 | 3.8205418456 |
| 1993-09-01 | 3.8440232104 |
| 1993-10-01 | 3.8659714319 |
| 1993-11-01 | 3.8745919894 |
| 1993-12-01 | 3.8311503592 |
| 1994-01-01 | 3.8943107254 |
| 1994-02-01 | 3.9007417275 |
| 1994-03-01 | 3.8992963683 |
| 1994-04-01 | 3.9457666438 |
| 1994-05-01 | 4.0374645886 |
| 1994-06-01 | 4.0073298414 |
| 1994-07-01 | 3.9699016810 |
| 1994-08-01 | 3.9202681936 |
| 1994-09-01 | 3.9500829325 |
| 1994-10-01 | 3.9593337325 |
| 1994-11-01 | 3.9730009680 |
| 1994-12-01 | 4.0382331516 |
| 1995-01-01 | 4.0015274668 |
| 1995-02-01 | 4.0062051134 |
| 1995-03-01 | 3.9981008909 |
| 1995-04-01 | 4.0471615940 |
| 1995-05-01 | 4.0309063545 |
| 1995-06-01 | 4.0021744925 |
| 1995-07-01 | 4.0742584120 |
| 1995-08-01 | 4.1151368428 |
| 1995-09-01 | 4.0593845709 |
| 1995-10-01 | 4.0518378123 |
| 1995-11-01 | 4.0697069986 |
| 1995-12-01 | 4.0330693589 |
| 1996-01-01 | 4.1105024409 |
| 1996-02-01 | 4.1117201569 |
| 1996-03-01 | 4.0949674278 |
| 1996-04-01 | 4.0455781253 |
| 1996-05-01 | 4.0239186435 |
| 1996-06-01 | 4.1016195019 |
| 1996-07-01 | 4.0889331497 |
| 1996-08-01 | 4.1162968237 |
| 1996-09-01 | 4.1670323839 |
| 1996-10-01 | 3.9457774013 |
| 1996-11-01 | 3.9664687369 |
| 1996-12-01 | 4.0216380300 |
| 1997-01-01 | 4.0090007900 |
| 1997-02-01 | 4.0082241270 |
| 1997-03-01 | 4.0920256285 |
| 1997-04-01 | 4.0540176530 |
| 1997-05-01 | 4.0191785745 |
| 1997-06-01 | 4.0020831012 |
| 1997-07-01 | 4.0086743186 |
| 1997-08-01 | 4.0190626542 |
| 1997-09-01 | 4.0699060839 |
| 1997-10-01 | 4.1392646374 |
| 1997-11-01 | 4.1616508520 |
| 1997-12-01 | 4.1024770802 |
| 1998-01-01 | 4.1175820196 |
| 1998-02-01 | 4.1126617123 |
| 1998-03-01 | 4.0948996279 |
| 1998-04-01 | 4.0561270335 |
| 1998-05-01 | 4.1129420691 |
| 1998-06-01 | 4.1021943470 |
| 1998-07-01 | 4.0191413963 |
| 1998-08-01 | 4.0228873032 |
| 1998-09-01 | 3.9719072207 |
| 1998-10-01 | 4.0409955404 |
| 1998-11-01 | 3.9616538137 |
| 1998-12-01 | 3.8875212782 |
| 1999-01-01 | 3.8079758468 |
| 1999-02-01 | 3.8015910673 |
| 1999-03-01 | 3.7929789991 |
| 1999-04-01 | 3.8590655450 |
| 1999-05-01 | 3.8064699044 |
| 1999-06-01 | 3.8073819890 |
| 1999-07-01 | 3.9246653861 |
| 1999-08-01 | 3.8336960039 |
| 1999-09-01 | 3.8748250186 |
| 1999-10-01 | 3.7478290797 |
| 1999-11-01 | 3.8642867397 |
| 1999-12-01 | 3.9738835382 |
| 2000-01-01 | 4.0131778866 |
| 2000-02-01 | 4.0034225285 |
| 2000-03-01 | 4.0020354744 |
| 2000-04-01 | 3.9579881430 |
| 2000-05-01 | 4.0051940398 |
| 2000-06-01 | 4.0039340167 |
| 2000-07-01 | 4.0231575980 |
| 2000-08-01 | 4.0364173462 |
| 2000-09-01 | 4.1711573169 |
| 2000-10-01 | 4.0490910067 |
| 2000-11-01 | 4.0739020187 |
| 2000-12-01 | 4.0688765809 |
| 2001-01-01 | 4.0043799874 |
| 2001-02-01 | 3.8913885561 |
| 2001-03-01 | 3.9967680464 |
| 2001-04-01 | 4.1615730527 |
| 2001-05-01 | 4.1105250226 |
| 2001-06-01 | 4.1033721923 |
| 2001-07-01 | 4.1215009519 |
| 2001-08-01 | 4.1398475077 |
| 2001-09-01 | 4.0679536899 |
| 2001-10-01 | 4.0523121782 |
| 2001-11-01 | 4.0848094307 |
| 2001-12-01 | 3.9706569872 |
| 2002-01-01 | 4.1025403871 |
| 2002-02-01 | 4.0902612369 |
| 2002-03-01 | 4.0892948882 |
| 2002-04-01 | 4.0516395988 |
| 2002-05-01 | 4.0132305033 |
| 2002-06-01 | 4.0112033501 |
| 2002-07-01 | 4.0287965142 |
| 2002-08-01 | 3.9465175993 |
| 2002-09-01 | 3.9640462516 |
| 2002-10-01 | 4.0551631068 |
| 2002-11-01 | 3.9919430240 |
| 2002-12-01 | 3.9760487581 |
| 2003-01-01 | 3.9961064704 |
| 2003-02-01 | 3.9859719952 |
| 2003-03-01 | 3.9712158041 |
| 2003-04-01 | 3.9425626807 |
| 2003-05-01 | 3.9156911305 |
| 2003-06-01 | 3.9172597945 |
| 2003-07-01 | 3.8423079381 |
| 2003-08-01 | 3.8511150202 |
| 2003-09-01 | 3.8636836323 |
| 2003-10-01 | 3.5601257890 |
| 2003-11-01 | 3.3892540200 |
| 2003-12-01 | 3.2843877041 |
| 2004-01-01 | 3.3835450247 |
| 2004-02-01 | 3.3772929240 |
| 2004-03-01 | 3.3500399074 |
| 2004-04-01 | 3.3262780538 |
| 2004-05-01 | 3.3120932843 |
| 2004-06-01 | 3.3325804429 |
| 2004-07-01 | 3.3613331619 |
| 2004-08-01 | 3.3578649220 |
| 2004-09-01 | 3.3654433965 |
| 2004-10-01 | 3.3635244613 |
| 2004-11-01 | 3.3860061193 |
| 2004-12-01 | 3.3854629489 |
| 2005-01-01 | 3.3841633736 |
| 2005-02-01 | 3.3850116734 |
| 2005-03-01 | 3.3404981424 |
| 2005-04-01 | 3.4237941922 |
| 2005-05-01 | 3.4083716590 |
| 2005-06-01 | 3.3363795419 |
| 2005-07-01 | 3.3694998111 |
| 2005-08-01 | 3.3566743357 |
| 2005-09-01 | 3.3623921545 |
| 2005-10-01 | 3.3668918910 |
| 2005-11-01 | 3.3778856810 |
| 2005-12-01 | 3.3860823294 |
| 2006-01-01 | 3.3860795919 |
| 2006-02-01 | 3.3932289875 |
| 2006-03-01 | 3.4397649186 |
| 2006-04-01 | 3.4216820793 |
| 2006-05-01 | 3.3994131620 |
| 2006-06-01 | 3.4408822294 |
| 2006-07-01 | 3.3732614988 |
| 2006-08-01 | 3.4534218642 |
| 2006-09-01 | 3.3600089299 |
| 2006-10-01 | 3.3713643677 |
| 2006-11-01 | 3.3717296010 |
| 2006-12-01 | 3.3856567599 |
| 2007-01-01 | 3.2835554576 |
| 2007-02-01 | 3.1929887289 |
| 2007-03-01 | 3.2388725544 |
| 2007-04-01 | 3.2189027936 |
| 2007-05-01 | 3.1926606758 |
| 2007-06-01 | 3.2505855862 |
| 2007-07-01 | 3.1748735667 |
| 2007-08-01 | 3.1573816474 |
| 2007-09-01 | 3.1616933205 |
| 2007-10-01 | 3.1743795799 |
| 2007-11-01 | 3.1679479038 |
| 2007-12-01 | 3.1878492628 |
| 2008-01-01 | 3.2824857210 |
| 2008-02-01 | 3.1933665856 |
| 2008-03-01 | 3.2463806685 |
| 2008-04-01 | 3.2139541414 |
| 2008-05-01 | 3.2865496633 |
| 2008-06-01 | 3.2574027510 |
| 2008-07-01 | 3.2735327148 |
| 2008-08-01 | 3.2598260750 |
| 2008-09-01 | 3.2616326110 |
| 2008-10-01 | 3.1716257098 |
| 2008-11-01 | 3.1649336012 |
| 2008-12-01 | 3.0853652408 |
| 2009-01-01 | 3.1786019046 |
| 2009-02-01 | 3.0918318885 |
| 2009-03-01 | 3.0500104095 |
| 2009-04-01 | 3.0113343986 |
| 2009-05-01 | 2.9827447485 |
| 2009-06-01 | 2.9686051423 |
| 2009-07-01 | 2.9707527221 |
| 2009-08-01 | 2.9645564649 |
| 2009-09-01 | 2.9660728599 |
| 2009-10-01 | 2.9761484614 |
| 2009-11-01 | 2.9649228225 |
| 2009-12-01 | 2.9857551505 |
| 2010-01-01 | 2.9717051761 |
| 2010-02-01 | 2.9884907897 |
| 2010-03-01 | 2.9503588947 |
| 2010-04-01 | 3.0074946638 |
| 2010-05-01 | 2.9797126345 |
| 2010-06-01 | 2.9756143441 |
| 2010-07-01 | 2.9650239245 |
| 2010-08-01 | 2.9648604324 |
| 2010-09-01 | 2.9735784565 |
| 2010-10-01 | 2.9814684842 |
| 2010-11-01 | 2.9617077865 |
| 2010-12-01 | 2.8818561227 |
| 2011-01-01 | 2.9701685194 |
| 2011-02-01 | 2.9889220974 |
| 2011-03-01 | 2.9501989242 |
| 2011-04-01 | 3.0049785635 |
| 2011-05-01 | 2.9806869006 |
| 2011-06-01 | 2.9764270266 |
| 2011-07-01 | 2.9594858489 |
| 2011-08-01 | 2.9615579473 |
| 2011-09-01 | 2.9857532298 |
| 2011-10-01 | 3.0879918871 |
| 2011-11-01 | 3.0582917403 |
| 2011-12-01 | 3.0798390864 |
| 2012-01-01 | 2.9673769509 |
| 2012-02-01 | 2.9842637469 |
| 2012-03-01 | 3.0484211068 |
| 2012-04-01 | 3.0027856399 |
| 2012-05-01 | 3.0844392767 |
| 2012-06-01 | 3.0736868628 |
| 2012-07-01 | 3.1551787766 |
| 2012-08-01 | 3.1582629379 |
| 2012-09-01 | 3.1986877693 |
| 2012-10-01 | 3.0902281406 |
| 2012-11-01 | 3.0554415535 |
| 2012-12-01 | 3.0789597160 |
| 2013-01-01 | 3.2676805571 |
| 2013-02-01 | 3.1885968451 |
| 2013-03-01 | 3.2490133953 |
| 2013-04-01 | 3.2049212108 |
| 2013-05-01 | 3.1871765171 |
| 2013-06-01 | 3.1704664350 |
| 2013-07-01 | 3.1535889631 |
| 2013-08-01 | 3.1570018069 |
| 2013-09-01 | 3.1038879576 |
| 2013-10-01 | 3.0926496671 |
| 2013-11-01 | 3.1566643838 |
| 2013-12-01 | 3.1852095628 |
| 2014-01-01 | 3.1540040589 |
| 2014-02-01 | 3.1855172674 |
| 2014-03-01 | 3.1412858778 |
| 2014-04-01 | 3.2066198896 |
| 2014-05-01 | 3.1935405177 |
| 2014-06-01 | 3.2667278949 |
| 2014-07-01 | 3.2541203183 |
| 2014-08-01 | 3.2556899574 |
| 2014-09-01 | 3.2080336757 |
| 2014-10-01 | 3.2899402833 |
| 2014-11-01 | 3.2603006483 |
| 2014-12-01 | 3.3887142937 |
| 2015-01-01 | 3.2430600867 |
| 2015-02-01 | 3.2851086727 |
| 2015-03-01 | 3.2423453238 |
| 2015-04-01 | 3.2070926190 |
| 2015-05-01 | 3.1992402603 |
| 2015-06-01 | 3.1648058659 |
| 2015-07-01 | 3.1572069361 |
| 2015-08-01 | 3.1563361557 |
| 2015-09-01 | 3.2112157875 |
| 2015-10-01 | 3.1866484927 |
| 2015-11-01 | 3.1714507548 |
| 2015-12-01 | 3.0953058928 |
| 2016-01-01 | 3.1297785557 |
| 2016-02-01 | 3.0711285157 |
| 2016-03-01 | 3.0362110399 |
| 2016-04-01 | 3.1075210469 |
| 2016-05-01 | 3.1040235789 |
| 2016-06-01 | 3.0679258388 |
| 2016-07-01 | 3.0620229027 |
| 2016-08-01 | 3.0607874196 |
| 2016-09-01 | 3.1121043379 |
| 2016-10-01 | 3.0836595061 |
| 2016-11-01 | 3.0798720779 |
| 2016-12-01 | 2.9958603560 |
| 2017-01-01 | 3.1201280935 |
| 2017-02-01 | 3.0625249490 |
| 2017-03-01 | 3.1314525480 |
| 2017-04-01 | 3.1122863600 |
| 2017-05-01 | 3.1059670721 |
| 2017-06-01 | 3.1733569832 |
| 2017-07-01 | 3.1628656331 |
| 2017-08-01 | 3.1623161959 |
| 2017-09-01 | 3.1107296659 |
| 2017-10-01 | 3.1854733890 |
| 2017-11-01 | 3.0877108520 |
| 2017-12-01 | 3.0953349965 |
| 2018-01-01 | 3.0113520194 |
| 2018-02-01 | 3.0499882583 |
| 2018-03-01 | 3.0196561929 |
| 2018-04-01 | 3.0185293038 |
| 2018-05-01 | 3.0118166709 |
| 2018-06-01 | 2.9796893195 |
| 2018-07-01 | 2.9668961702 |
| 2018-08-01 | 2.9680058988 |
| 2018-09-01 | 2.9093695002 |
| 2018-10-01 | 2.8912921355 |
| 2018-11-01 | 2.8939931266 |
| 2018-12-01 | 2.8913784801 |
| 2019-01-01 | 2.9074640064 |
| 2019-02-01 | 2.9329243297 |
| 2019-03-01 | 2.9124340128 |
| 2019-04-01 | 2.9229066687 |
| 2019-05-01 | 2.9164476664 |
| 2019-06-01 | 2.8843294824 |
| 2019-07-01 | 2.9706666087 |
| 2019-08-01 | 2.8726635409 |
| 2019-09-01 | 2.9086820017 |
| 2019-10-01 | 2.8936811110 |
| 2019-11-01 | 2.8958874459 |
| 2019-12-01 | 2.8861421847 |
| 2020-01-01 | 2.9086965298 |
| 2020-02-01 | 2.8181090194 |
| 2020-03-01 | 2.8088826684 |
| 2020-04-01 | 2.7249542439 |
| 2020-05-01 | 2.7215379892 |
| 2020-06-01 | 2.6868285365 |
| 2020-07-01 | 2.6770633704 |
| 2020-08-01 | 2.6797048239 |
| 2020-09-01 | 2.6022512614 |
| 2020-10-01 | 2.6938702049 |
| 2020-11-01 | 2.6934438424 |
| 2020-12-01 | 2.6846236320 |
| 2021-01-01 | 2.7122984758 |
| 2021-02-01 | 2.7116294019 |
| 2021-03-01 | 2.7089763081 |
| 2021-04-01 | 2.7261482209 |
| 2021-05-01 | 2.7234877108 |
| 2021-06-01 | 2.7867094945 |
| 2021-07-01 | 2.7813182906 |
| 2021-08-01 | 2.7831229727 |
| 2021-09-01 | 2.7946256292 |
| 2021-10-01 | 2.7911263425 |
| 2021-11-01 | 2.7885007106 |
| 2021-12-01 | 2.7841439527 |
| 2022-01-01 | 2.9174247072 |
| 2022-02-01 | 2.9137644351 |
| 2022-03-01 | 2.9133868925 |
| 2022-04-01 | 2.9275400103 |
| 2022-05-01 | 2.9275398732 |
| 2022-06-01 | 2.8824964552 |
| 2022-07-01 | 2.8829514985 |
| 2022-08-01 | 2.8841772468 |
| 2022-09-01 | 2.8877407325 |
| 2022-10-01 | 2.8874059062 |
| 2022-11-01 | 2.8840682230 |
| 2022-12-01 | 2.8860141302 |
| 2023-01-01 | 2.8225570195 |
| 2023-02-01 | 2.8171980929 |
| 2023-03-01 | 2.8170828436 |
| 2023-04-01 | 2.8237874832 |
| 2023-05-01 | 2.8234266549 |
| 2023-06-01 | 2.8824694850 |
| 2023-07-01 | 2.8846404000 |
| 2023-08-01 | 2.8827434742 |
| 2023-09-01 | 2.8852615105 |
| 2023-10-01 | 2.7842724482 |
| 2023-11-01 | 2.8796719101 |
| 2023-12-01 | 2.8884768755 |
| 2024-01-01 | 2.7261699411 |
| 2024-02-01 | 2.8227068311 |
| 2024-03-01 | 2.8214887958 |
| 2024-04-01 | 2.8207939228 |
| 2024-05-01 | 2.8203713235 |
| 2024-06-01 | 2.8827162252 |
| 2024-07-01 | 2.7836903014 |
| 2024-08-01 | 2.7818397998 |
| 2024-09-01 | 2.7863264322 |
| 2024-10-01 | 2.7819053525 |
| 2024-11-01 | 2.7762365181 |
| 2024-12-01 | 2.7917174861 |
| 2025-01-01 | 2.8301128289 |
| 2025-02-01 | 2.8275546580 |
| 2025-03-01 | 2.8227250911 |
| 2025-04-01 | 2.8189893173 |
| 2025-05-01 | 2.8160818729 |
| 2025-06-01 | 2.7854791898 |
| 2025-07-01 | 2.7827318822 |
| 2025-08-01 | 2.7802701182 |
| 2025-09-01 | 2.7895447510 |
| 2025-10-01 | 2.7794910002 |
| 2025-11-01 | 2.7740222210 |
| 2025-12-01 | 2.6940565595 |
| 2026-01-01 | 2.7285195844 |
| 2026-02-01 | 2.7294020630 |
| 2026-03-01 | 2.7226849956 |
| 2026-04-01 | 2.7175743879 |
| 2026-05-01 | 2.7136879298 |
| 2026-06-01 | 2.6866893336 |
| 2026-07-01 | 2.7811800449 |
| 2026-08-01 | 2.7791557839 |
| 2026-09-01 | 2.6927916637 |