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 2024-11-01 |
| Last Updated | 2024-12-21 5:32 AM 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 | 3.7686581965897297 |
| 1990-02-01 | 3.7742221997808100 |
| 1990-03-01 | 3.7748667060563400 |
| 1990-04-01 | 3.7650846764460497 |
| 1990-05-01 | 3.7540436259049500 |
| 1990-06-01 | 3.7343368084239500 |
| 1990-07-01 | 3.7134942261718193 |
| 1990-08-01 | 3.8084070105708303 |
| 1990-09-01 | 3.7392234810759200 |
| 1990-10-01 | 3.7698786547567300 |
| 1990-11-01 | 3.7742233513414103 |
| 1990-12-01 | 3.8212908839556100 |
| 1991-01-01 | 3.8746059649032794 |
| 1991-02-01 | 3.8807040816923304 |
| 1991-03-01 | 3.8824282190012700 |
| 1991-04-01 | 3.7613461791488800 |
| 1991-05-01 | 3.8516470626852000 |
| 1991-06-01 | 3.7302464807333098 |
| 1991-07-01 | 3.8041278631381803 |
| 1991-08-01 | 3.8127865465415800 |
| 1991-09-01 | 3.8388960227224396 |
| 1991-10-01 | 3.8677153611737100 |
| 1991-11-01 | 3.7740288983108100 |
| 1991-12-01 | 3.9228556582367404 |
| 1992-01-01 | 3.9830001055392400 |
| 1992-02-01 | 3.8878738699492800 |
| 1992-03-01 | 3.8910492269592100 |
| 1992-04-01 | 3.8561284893012595 |
| 1992-05-01 | 3.8453765109131500 |
| 1992-06-01 | 3.9210295140931297 |
| 1992-07-01 | 3.8892899287950400 |
| 1992-08-01 | 3.9171571010179798 |
| 1992-09-01 | 3.9392370531815697 |
| 1992-10-01 | 3.8664920125145095 |
| 1992-11-01 | 3.8721130705774396 |
| 1992-12-01 | 3.8270677013613903 |
| 1993-01-01 | 3.7844982998700396 |
| 1993-02-01 | 3.7917849415976500 |
| 1993-03-01 | 3.7959076975431700 |
| 1993-04-01 | 3.8517962435664397 |
| 1993-05-01 | 3.8410050689781405 |
| 1993-06-01 | 3.8142165849744805 |
| 1993-07-01 | 3.8787359610719503 |
| 1993-08-01 | 3.8205412951868200 |
| 1993-09-01 | 3.8440230182317400 |
| 1993-10-01 | 3.8659710686891700 |
| 1993-11-01 | 3.8745928099508400 |
| 1993-12-01 | 3.8311500903321500 |
| 1994-01-01 | 3.8943103557479700 |
| 1994-02-01 | 3.9007413327201497 |
| 1994-03-01 | 3.8992961802139200 |
| 1994-04-01 | 3.9457661275846805 |
| 1994-05-01 | 4.0374678940687100 |
| 1994-06-01 | 4.0073292291526400 |
| 1994-07-01 | 3.9699010859232997 |
| 1994-08-01 | 3.9202673341741097 |
| 1994-09-01 | 3.9500826964571805 |
| 1994-10-01 | 3.9593331626607000 |
| 1994-11-01 | 3.9730028595758600 |
| 1994-12-01 | 4.0382327729420200 |
| 1995-01-01 | 4.0015269351421700 |
| 1995-02-01 | 4.0062045460559600 |
| 1995-03-01 | 3.9981008384816700 |
| 1995-04-01 | 4.0471608624270800 |
| 1995-05-01 | 4.0309105029969710 |
| 1995-06-01 | 4.0021733524592396 |
| 1995-07-01 | 4.0742570976415490 |
| 1995-08-01 | 4.1151351158392400 |
| 1995-09-01 | 4.0593836063926700 |
| 1995-10-01 | 4.0518390320174300 |
| 1995-11-01 | 4.0697097766406800 |
| 1995-12-01 | 4.0330688878195400 |
| 1996-01-01 | 4.1105019315919700 |
| 1996-02-01 | 4.1117196502626700 |
| 1996-03-01 | 4.0949677832666800 |
| 1996-04-01 | 4.0455775082943600 |
| 1996-05-01 | 4.0239222729827600 |
| 1996-06-01 | 4.1016179487736700 |
| 1996-07-01 | 4.0889296962817700 |
| 1996-08-01 | 4.1162939536129800 |
| 1996-09-01 | 4.1670303192625200 |
| 1996-10-01 | 3.9457824650412300 |
| 1996-11-01 | 3.9664718773441403 |
| 1996-12-01 | 4.0216385863068800 |
| 1997-01-01 | 4.0090012021952700 |
| 1997-02-01 | 4.0082237906329500 |
| 1997-03-01 | 4.0920256380946100 |
| 1997-04-01 | 4.0540163671650100 |
| 1997-05-01 | 4.0191808215905290 |
| 1997-06-01 | 4.0020810292763300 |
| 1997-07-01 | 4.0086699137007000 |
| 1997-08-01 | 4.0190612112136000 |
| 1997-09-01 | 4.0698896241592900 |
| 1997-10-01 | 4.1392778026358390 |
| 1997-11-01 | 4.1616588393640000 |
| 1997-12-01 | 4.1024828405447800 |
| 1998-01-01 | 4.1175883066723100 |
| 1998-02-01 | 4.1126664780152895 |
| 1998-03-01 | 4.0949059977295600 |
| 1998-04-01 | 4.0561046448865900 |
| 1998-05-01 | 4.1129449643549005 |
| 1998-06-01 | 4.1021909653460895 |
| 1998-07-01 | 4.0191322082505800 |
| 1998-08-01 | 4.0228828967932495 |
| 1998-09-01 | 3.9718742043195800 |
| 1998-10-01 | 4.0410127998596100 |
| 1998-11-01 | 3.9616659590681897 |
| 1998-12-01 | 3.8875558451250300 |
| 1999-01-01 | 3.8079912102546000 |
| 1999-02-01 | 3.8016040403102203 |
| 1999-03-01 | 3.7929929800940700 |
| 1999-04-01 | 3.8590222990398900 |
| 1999-05-01 | 3.8064656561190295 |
| 1999-06-01 | 3.8073646912984900 |
| 1999-07-01 | 3.9246359883659907 |
| 1999-08-01 | 3.8336730011857200 |
| 1999-09-01 | 3.8747661179790898 |
| 1999-10-01 | 3.7478850015486800 |
| 1999-11-01 | 3.8643138622832400 |
| 1999-12-01 | 3.9739643012267000 |
| 2000-01-01 | 4.0132174879976805 |
| 2000-02-01 | 4.0034503516550695 |
| 2000-03-01 | 4.0020550370721400 |
| 2000-04-01 | 3.9579120601057296 |
| 2000-05-01 | 4.0051695140703700 |
| 2000-06-01 | 4.0038854939615796 |
| 2000-07-01 | 4.0230866176664900 |
| 2000-08-01 | 4.0363402894042790 |
| 2000-09-01 | 4.1710238760400000 |
| 2000-10-01 | 4.0492291064300490 |
| 2000-11-01 | 4.0740234905398900 |
| 2000-12-01 | 4.0690673686458800 |
| 2001-01-01 | 4.0044527873825400 |
| 2001-02-01 | 3.8914126412750700 |
| 2001-03-01 | 3.9967531801347103 |
| 2001-04-01 | 4.1614382040024610 |
| 2001-05-01 | 4.1104408452119300 |
| 2001-06-01 | 4.1032683375430900 |
| 2001-07-01 | 4.1213809508947000 |
| 2001-08-01 | 4.1397156467429100 |
| 2001-09-01 | 4.0677627675989300 |
| 2001-10-01 | 4.0525506276402000 |
| 2001-11-01 | 4.0850648021057000 |
| 2001-12-01 | 3.9709789754851400 |
| 2002-01-01 | 4.1027373849489200 |
| 2002-02-01 | 4.0904114829476410 |
| 2002-03-01 | 4.0891167172047900 |
| 2002-04-01 | 4.0510220419525700 |
| 2002-05-01 | 4.0132513618150200 |
| 2002-06-01 | 4.0110676715733300 |
| 2002-07-01 | 4.0287193656929600 |
| 2002-08-01 | 3.9463979763048100 |
| 2002-09-01 | 3.9638540600515700 |
| 2002-10-01 | 4.0554715896164300 |
| 2002-11-01 | 3.9923167490679600 |
| 2002-12-01 | 3.9764956993977303 |
| 2003-01-01 | 3.9963970222171600 |
| 2003-02-01 | 3.9862135573620296 |
| 2003-03-01 | 3.9708536758659100 |
| 2003-04-01 | 3.9414889948085294 |
| 2003-05-01 | 3.9157992382472200 |
| 2003-06-01 | 3.9170981091624200 |
| 2003-07-01 | 3.8422936556503700 |
| 2003-08-01 | 3.8511121184795300 |
| 2003-09-01 | 3.8635473601428396 |
| 2003-10-01 | 3.5604243271655000 |
| 2003-11-01 | 3.3896023994338200 |
| 2003-12-01 | 3.2848210143123400 |
| 2004-01-01 | 3.3838341784128000 |
| 2004-02-01 | 3.3775942074642400 |
| 2004-03-01 | 3.3495639451243500 |
| 2004-04-01 | 3.3249682810674500 |
| 2004-05-01 | 3.3122503783078000 |
| 2004-06-01 | 3.3325936077444203 |
| 2004-07-01 | 3.3613683003590400 |
| 2004-08-01 | 3.3579642673432600 |
| 2004-09-01 | 3.3653702987588296 |
| 2004-10-01 | 3.3637796779622100 |
| 2004-11-01 | 3.3863377939521000 |
| 2004-12-01 | 3.3859107870424103 |
| 2005-01-01 | 3.3844146601540100 |
| 2005-02-01 | 3.3852928774304600 |
| 2005-03-01 | 3.3399565387811805 |
| 2005-04-01 | 3.4224033249289100 |
| 2005-05-01 | 3.4084867346043600 |
| 2005-06-01 | 3.3365569325453500 |
| 2005-07-01 | 3.3695435552336495 |
| 2005-08-01 | 3.3568670237062800 |
| 2005-09-01 | 3.3623675148156000 |
| 2005-10-01 | 3.3670672086069500 |
| 2005-11-01 | 3.3781139151569300 |
| 2005-12-01 | 3.3865234463736003 |
| 2006-01-01 | 3.3862721398771503 |
| 2006-02-01 | 3.3935104176095200 |
| 2006-03-01 | 3.4391920533356695 |
| 2006-04-01 | 3.4202925311789603 |
| 2006-05-01 | 3.3995343404719000 |
| 2006-06-01 | 3.4412664338803800 |
| 2006-07-01 | 3.3733218086861400 |
| 2006-08-01 | 3.4536484137789500 |
| 2006-09-01 | 3.3600231080348800 |
| 2006-10-01 | 3.3714392608769500 |
| 2006-11-01 | 3.3718286651366602 |
| 2006-12-01 | 3.3860304782982600 |
| 2007-01-01 | 3.2836397658720400 |
| 2007-02-01 | 3.1931454858429102 |
| 2007-03-01 | 3.2384546818621405 |
| 2007-04-01 | 3.2179787519557700 |
| 2007-05-01 | 3.1926955893374300 |
| 2007-06-01 | 3.2509807709223600 |
| 2007-07-01 | 3.1749007187939500 |
| 2007-08-01 | 3.1575804921016197 |
| 2007-09-01 | 3.1617146165801797 |
| 2007-10-01 | 3.1743759620698797 |
| 2007-11-01 | 3.1679241436665200 |
| 2007-12-01 | 3.1881654208477900 |
| 2008-01-01 | 3.2824702150119500 |
| 2008-02-01 | 3.1934336940566300 |
| 2008-03-01 | 3.2461048261293400 |
| 2008-04-01 | 3.2134298844382996 |
| 2008-05-01 | 3.2865079425367703 |
| 2008-06-01 | 3.2578237666380696 |
| 2008-07-01 | 3.2735133493093800 |
| 2008-08-01 | 3.2599363541031700 |
| 2008-09-01 | 3.2616236644083900 |
| 2008-10-01 | 3.1715917040274400 |
| 2008-11-01 | 3.1648760433209104 |
| 2008-12-01 | 3.0856090140266400 |
| 2009-01-01 | 3.1785353508933500 |
| 2009-02-01 | 3.0918012125259000 |
| 2009-03-01 | 3.0498990166997200 |
| 2009-04-01 | 3.0112244903203000 |
| 2009-05-01 | 2.9826498997611400 |
| 2009-06-01 | 2.9688626521665300 |
| 2009-07-01 | 2.9707064600997697 |
| 2009-08-01 | 2.9645797807731100 |
| 2009-09-01 | 2.9660469211427496 |
| 2009-10-01 | 2.9761061340842794 |
| 2009-11-01 | 2.9648681287294600 |
| 2009-12-01 | 2.9859801911078500 |
| 2010-01-01 | 2.9716525981971498 |
| 2010-02-01 | 2.9884674596695900 |
| 2010-03-01 | 2.9503058414891900 |
| 2010-04-01 | 3.0074451060521095 |
| 2010-05-01 | 2.9796699090240400 |
| 2010-06-01 | 2.9757465912996204 |
| 2010-07-01 | 2.9650001706327798 |
| 2010-08-01 | 2.9648398332457100 |
| 2010-09-01 | 2.9735631928341200 |
| 2010-10-01 | 2.9814380293030203 |
| 2010-11-01 | 2.9616746533863503 |
| 2010-12-01 | 2.8820099972436295 |
| 2011-01-01 | 2.9701395941211600 |
| 2011-02-01 | 2.9889024158396600 |
| 2011-03-01 | 2.9501835137715697 |
| 2011-04-01 | 3.0049668061301102 |
| 2011-05-01 | 2.9806786514041095 |
| 2011-06-01 | 2.9764219779428194 |
| 2011-07-01 | 2.9594817186824103 |
| 2011-08-01 | 2.9615512094934400 |
| 2011-09-01 | 2.9857532427281800 |
| 2011-10-01 | 3.0879744727775200 |
| 2011-11-01 | 3.0582742729807597 |
| 2011-12-01 | 3.0799742201791602 |
| 2012-01-01 | 2.9673483596440695 |
| 2012-02-01 | 2.9842482980018400 |
| 2012-03-01 | 3.0484030792588300 |
| 2012-04-01 | 3.0027652689274300 |
| 2012-05-01 | 3.0844183964722900 |
| 2012-06-01 | 3.0736727127003200 |
| 2012-07-01 | 3.1551767717028000 |
| 2012-08-01 | 3.1582737556631200 |
| 2012-09-01 | 3.1987187393728100 |
| 2012-10-01 | 3.0902431060668400 |
| 2012-11-01 | 3.0554474456758500 |
| 2012-12-01 | 3.0790323349879998 |
| 2013-01-01 | 3.2676407809944905 |
| 2013-02-01 | 3.1885597398794103 |
| 2013-03-01 | 3.2489791556356096 |
| 2013-04-01 | 3.2048766582341900 |
| 2013-05-01 | 3.1871410319994900 |
| 2013-06-01 | 3.1704485487861000 |
| 2013-07-01 | 3.1536018008439797 |
| 2013-08-01 | 3.1570520828756297 |
| 2013-09-01 | 3.1039866970895100 |
| 2013-10-01 | 3.0927069401436800 |
| 2013-11-01 | 3.1566900125132995 |
| 2013-12-01 | 3.1852928536308096 |
| 2014-01-01 | 3.1539504350312697 |
| 2014-02-01 | 3.1852471656477800 |
| 2014-03-01 | 3.1412554720076300 |
| 2014-04-01 | 3.2065724741463400 |
| 2014-05-01 | 3.1935002174746603 |
| 2014-06-01 | 3.2667034216101096 |
| 2014-07-01 | 3.2541450525879707 |
| 2014-08-01 | 3.2557700357088604 |
| 2014-09-01 | 3.2081759313536600 |
| 2014-10-01 | 3.2904217780615200 |
| 2014-11-01 | 3.2603854343510403 |
| 2014-12-01 | 3.3888834916123200 |
| 2015-01-01 | 3.2422728317925000 |
| 2015-02-01 | 3.2847112774282596 |
| 2015-03-01 | 3.2424071954992500 |
| 2015-04-01 | 3.2071046427165700 |
| 2015-05-01 | 3.1992391193192900 |
| 2015-06-01 | 3.1648118838772703 |
| 2015-07-01 | 3.1572611573162996 |
| 2015-08-01 | 3.1564479139647500 |
| 2015-09-01 | 3.2114067920691203 |
| 2015-10-01 | 3.1875207967368704 |
| 2015-11-01 | 3.1715733206311696 |
| 2015-12-01 | 3.0955227153271903 |
| 2016-01-01 | 3.1282797584549100 |
| 2016-02-01 | 3.0706204037802900 |
| 2016-03-01 | 3.0363429899293397 |
| 2016-04-01 | 3.1076063312553000 |
| 2016-05-01 | 3.1040898384350700 |
| 2016-06-01 | 3.0679880130228000 |
| 2016-07-01 | 3.0621583640360400 |
| 2016-08-01 | 3.0608013844817400 |
| 2016-09-01 | 3.1123593974655500 |
| 2016-10-01 | 3.0849560308102797 |
| 2016-11-01 | 3.0801184328095097 |
| 2016-12-01 | 2.9962044533559700 |
| 2017-01-01 | 3.1173828477346300 |
| 2017-02-01 | 3.0621728983149200 |
| 2017-03-01 | 3.1317099622499000 |
| 2017-04-01 | 3.1124627802789700 |
| 2017-05-01 | 3.1061121137703500 |
| 2017-06-01 | 3.1734882518852503 |
| 2017-07-01 | 3.1630823665343897 |
| 2017-08-01 | 3.1622224702152097 |
| 2017-09-01 | 3.1112089329633600 |
| 2017-10-01 | 3.1869226419487204 |
| 2017-11-01 | 3.0880543134816096 |
| 2017-12-01 | 3.0957467821582503 |
| 2018-01-01 | 3.0081323581998505 |
| 2018-02-01 | 3.0496281746040500 |
| 2018-03-01 | 3.0198668241835898 |
| 2018-04-01 | 3.0186802140822295 |
| 2018-05-01 | 3.0119651368255003 |
| 2018-06-01 | 2.9798124035772100 |
| 2018-07-01 | 2.9671624735741900 |
| 2018-08-01 | 2.9678853030162102 |
| 2018-09-01 | 2.9100845723439800 |
| 2018-10-01 | 2.8927632789000600 |
| 2018-11-01 | 2.8944214757874196 |
| 2018-12-01 | 2.8930677870747800 |
| 2019-01-01 | 2.9027176532292700 |
| 2019-02-01 | 2.9326050776325600 |
| 2019-03-01 | 2.9123972351818400 |
| 2019-04-01 | 2.9228051475362498 |
| 2019-05-01 | 2.9163719693988996 |
| 2019-06-01 | 2.8843008657062996 |
| 2019-07-01 | 2.9709530180611200 |
| 2019-08-01 | 2.8727946529040800 |
| 2019-09-01 | 2.9099352572255404 |
| 2019-10-01 | 2.8953349795348700 |
| 2019-11-01 | 2.8968051803734500 |
| 2019-12-01 | 2.8900355261138797 |
| 2020-01-01 | 2.9017115775070400 |
| 2020-02-01 | 2.8178050060408104 |
| 2020-03-01 | 2.8083904475048700 |
| 2020-04-01 | 2.7242041645179100 |
| 2020-05-01 | 2.7206512236685096 |
| 2020-06-01 | 2.6865056583366500 |
| 2020-07-01 | 2.6768924718208300 |
| 2020-08-01 | 2.6799936053032400 |
| 2020-09-01 | 2.6042501549344905 |
| 2020-10-01 | 2.6958711667232300 |
| 2020-11-01 | 2.6971572363743800 |
| 2020-12-01 | 2.6908901976040000 |
| 2021-01-01 | 2.7025109666336604 |
| 2021-02-01 | 2.7106900123636900 |
| 2021-03-01 | 2.7078820017458100 |
| 2021-04-01 | 2.7245146612641800 |
| 2021-05-01 | 2.7212740477620603 |
| 2021-06-01 | 2.7867016998036800 |
| 2021-07-01 | 2.7788300825923700 |
| 2021-08-01 | 2.7821110639056004 |
| 2021-09-01 | 2.8001537128922500 |
| 2021-10-01 | 2.7948649150226403 |
| 2021-11-01 | 2.7951534070879602 |
| 2021-12-01 | 2.7917028168632400 |
| 2022-01-01 | 2.9053157597747700 |
| 2022-02-01 | 2.9131702290223400 |
| 2022-03-01 | 2.9116116881034500 |
| 2022-04-01 | 2.9246579699772997 |
| 2022-05-01 | 2.9237479901776897 |
| 2022-06-01 | 2.8810246623422300 |
| 2022-07-01 | 2.8762809981624105 |
| 2022-08-01 | 2.8808267127492100 |
| 2022-09-01 | 2.8984662518772994 |
| 2022-10-01 | 2.8944364810139604 |
| 2022-11-01 | 2.8958114452959600 |
| 2022-12-01 | 2.8941145264028700 |
| 2023-01-01 | 2.8084510224080100 |
| 2023-02-01 | 2.8163129338248600 |
| 2023-03-01 | 2.8147463031879996 |
| 2023-04-01 | 2.8203420612800802 |
| 2023-05-01 | 2.8189841735347300 |
| 2023-06-01 | 2.8787099033390100 |
| 2023-07-01 | 2.8743669591415000 |
| 2023-08-01 | 2.8775739676060200 |
| 2023-09-01 | 2.9001630926424700 |
| 2023-10-01 | 2.8950205110360700 |
| 2023-11-01 | 2.8949959669998100 |
| 2023-12-01 | 2.8955333945384400 |
| 2024-01-01 | 2.9123830538581497 |
| 2024-02-01 | 2.9218642006184800 |
| 2024-03-01 | 2.9191160018224500 |
| 2024-04-01 | 2.9176534348191403 |
| 2024-05-01 | 2.9163690911003900 |
| 2024-06-01 | 2.8762808766821100 |
| 2024-07-01 | 2.8712396941663700 |
| 2024-08-01 | 2.8754279511040197 |
| 2024-09-01 | 2.8017259395446900 |
| 2024-10-01 | 2.7963244177275800 |
| 2024-11-01 | 2.7953710562866200 |
