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 2026-04-01 |
| Last Updated | 2026-05-26 1:44 PM 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 | 3.76865824758667 |
| 1990-02-01 | 3.77422221862047 |
| 1990-03-01 | 3.77486668508438 |
| 1990-04-01 | 3.76508461665106 |
| 1990-05-01 | 3.75404345973302 |
| 1990-06-01 | 3.73433674024304 |
| 1990-07-01 | 3.71349410914311 |
| 1990-08-01 | 3.80840706246102 |
| 1990-09-01 | 3.73922351251176 |
| 1990-10-01 | 3.76987871192895 |
| 1990-11-01 | 3.77422345010961 |
| 1990-12-01 | 3.82129100336103 |
| 1991-01-01 | 3.87460605060783 |
| 1991-02-01 | 3.88070414017693 |
| 1991-03-01 | 3.88242824619237 |
| 1991-04-01 | 3.76134617750399 |
| 1991-05-01 | 3.85164652567344 |
| 1991-06-01 | 3.73024645906326 |
| 1991-07-01 | 3.80412781148941 |
| 1991-08-01 | 3.81278663230259 |
| 1991-09-01 | 3.83889607844219 |
| 1991-10-01 | 3.86771543327455 |
| 1991-11-01 | 3.77402901314626 |
| 1991-12-01 | 3.92285580706194 |
| 1992-01-01 | 3.98300024220820 |
| 1992-02-01 | 3.88787396809066 |
| 1992-03-01 | 3.89104928147285 |
| 1992-04-01 | 3.85612850508562 |
| 1992-05-01 | 3.84537556270969 |
| 1992-06-01 | 3.92102950259132 |
| 1992-07-01 | 3.88928994733195 |
| 1992-08-01 | 3.91715733345119 |
| 1992-09-01 | 3.93923713012940 |
| 1992-10-01 | 3.86649207759594 |
| 1992-11-01 | 3.87211319225644 |
| 1992-12-01 | 3.82706783857794 |
| 1993-01-01 | 3.78449848856483 |
| 1993-02-01 | 3.79178514500310 |
| 1993-03-01 | 3.79590792352189 |
| 1993-04-01 | 3.85179648853132 |
| 1993-05-01 | 3.84100278544432 |
| 1993-06-01 | 3.81421685958534 |
| 1993-07-01 | 3.87873626885892 |
| 1993-08-01 | 3.82054184443622 |
| 1993-09-01 | 3.84402320987041 |
| 1993-10-01 | 3.86597143203654 |
| 1993-11-01 | 3.87459198998704 |
| 1993-12-01 | 3.83115035880112 |
| 1994-01-01 | 3.89431072506700 |
| 1994-02-01 | 3.90074172689955 |
| 1994-03-01 | 3.89929636951098 |
| 1994-04-01 | 3.94576664208495 |
| 1994-05-01 | 4.03746459340585 |
| 1994-06-01 | 4.00732983912210 |
| 1994-07-01 | 3.96990167961874 |
| 1994-08-01 | 3.92026819200241 |
| 1994-09-01 | 3.95008293231377 |
| 1994-10-01 | 3.95933373408229 |
| 1994-11-01 | 3.97300097050900 |
| 1994-12-01 | 4.03823315164045 |
| 1995-01-01 | 4.00152746632452 |
| 1995-02-01 | 4.00620511210664 |
| 1995-03-01 | 3.99810089393962 |
| 1995-04-01 | 4.04716159080809 |
| 1995-05-01 | 4.03090636017796 |
| 1995-06-01 | 4.00217448718354 |
| 1995-07-01 | 4.07425840655458 |
| 1995-08-01 | 4.11513683569054 |
| 1995-09-01 | 4.05938456391002 |
| 1995-10-01 | 4.05183784329410 |
| 1995-11-01 | 4.06970699594148 |
| 1995-12-01 | 4.03306935476595 |
| 1996-01-01 | 4.11050243807199 |
| 1996-02-01 | 4.11172015477499 |
| 1996-03-01 | 4.09496743379303 |
| 1996-04-01 | 4.04557812309308 |
| 1996-05-01 | 4.02391864931407 |
| 1996-06-01 | 4.10161949524288 |
| 1996-07-01 | 4.08893313610995 |
| 1996-08-01 | 4.11629680977027 |
| 1996-09-01 | 4.16703236808113 |
| 1996-10-01 | 3.94577746263921 |
| 1996-11-01 | 3.96646872766244 |
| 1996-12-01 | 4.02163802174623 |
| 1997-01-01 | 4.00900078553829 |
| 1997-02-01 | 4.00822412449157 |
| 1997-03-01 | 4.09202563614064 |
| 1997-04-01 | 4.05401765423165 |
| 1997-05-01 | 4.01917858331413 |
| 1997-06-01 | 4.00208309818461 |
| 1997-07-01 | 4.00867430487881 |
| 1997-08-01 | 4.01906264424743 |
| 1997-09-01 | 4.06990600513731 |
| 1997-10-01 | 4.13926474353755 |
| 1997-11-01 | 4.16165084199611 |
| 1997-12-01 | 4.10247707261240 |
| 1998-01-01 | 4.11758201782684 |
| 1998-02-01 | 4.11266172959955 |
| 1998-03-01 | 4.09489964284930 |
| 1998-04-01 | 4.05612704637227 |
| 1998-05-01 | 4.11294207568686 |
| 1998-06-01 | 4.10219433696404 |
| 1998-07-01 | 4.01914136590758 |
| 1998-08-01 | 4.02288728098296 |
| 1998-09-01 | 3.97190707413734 |
| 1998-10-01 | 4.04099565219331 |
| 1998-11-01 | 3.96165381874668 |
| 1998-12-01 | 3.88752130148519 |
| 1999-01-01 | 3.80797587557710 |
| 1999-02-01 | 3.80159112739309 |
| 1999-03-01 | 3.79297903615534 |
| 1999-04-01 | 3.85906557414909 |
| 1999-05-01 | 3.80646989719251 |
| 1999-06-01 | 3.80738194570372 |
| 1999-07-01 | 3.92466530433618 |
| 1999-08-01 | 3.83369593321302 |
| 1999-09-01 | 3.87482478159907 |
| 1999-10-01 | 3.74782919210046 |
| 1999-11-01 | 3.86428677653613 |
| 1999-12-01 | 3.97388362750427 |
| 2000-01-01 | 4.01317799082524 |
| 2000-02-01 | 4.00342267846750 |
| 2000-03-01 | 4.00203557490244 |
| 2000-04-01 | 3.95798821926916 |
| 2000-05-01 | 4.00519402842422 |
| 2000-06-01 | 4.00393391720887 |
| 2000-07-01 | 4.02315739865418 |
| 2000-08-01 | 4.03641707818904 |
| 2000-09-01 | 4.17115676218265 |
| 2000-10-01 | 4.04909113838531 |
| 2000-11-01 | 4.07390235426575 |
| 2000-12-01 | 4.06887680820346 |
| 2001-01-01 | 4.00438023180808 |
| 2001-02-01 | 3.89138878891584 |
| 2001-03-01 | 3.99676819391060 |
| 2001-04-01 | 4.16157314357250 |
| 2001-05-01 | 4.11052497738199 |
| 2001-06-01 | 4.10337200638679 |
| 2001-07-01 | 4.12150060918580 |
| 2001-08-01 | 4.13984701845976 |
| 2001-09-01 | 4.06795285209035 |
| 2001-10-01 | 4.05231232333605 |
| 2001-11-01 | 4.08481008503716 |
| 2001-12-01 | 3.97065735288478 |
| 2002-01-01 | 4.10254078869628 |
| 2002-02-01 | 4.09026156872923 |
| 2002-03-01 | 4.08929513041576 |
| 2002-04-01 | 4.05163963907523 |
| 2002-05-01 | 4.01323040127221 |
| 2002-06-01 | 4.01120314611518 |
| 2002-07-01 | 4.02879603378482 |
| 2002-08-01 | 3.94651692338957 |
| 2002-09-01 | 3.96404520833797 |
| 2002-10-01 | 4.05516325008501 |
| 2002-11-01 | 3.99194396205498 |
| 2002-12-01 | 3.97604925057645 |
| 2003-01-01 | 3.99610698357277 |
| 2003-02-01 | 3.98597235913214 |
| 2003-03-01 | 3.97121609187261 |
| 2003-04-01 | 3.94256263544705 |
| 2003-05-01 | 3.91569096716258 |
| 2003-06-01 | 3.91725960580609 |
| 2003-07-01 | 3.84230742323193 |
| 2003-08-01 | 3.85111421219958 |
| 2003-09-01 | 3.86368265707134 |
| 2003-10-01 | 3.56012591494029 |
| 2003-11-01 | 3.38925483525254 |
| 2003-12-01 | 3.28438815918200 |
| 2004-01-01 | 3.38354547659642 |
| 2004-02-01 | 3.37729324105240 |
| 2004-03-01 | 3.35004018211865 |
| 2004-04-01 | 3.32627796348854 |
| 2004-05-01 | 3.31209313253995 |
| 2004-06-01 | 3.33258032596814 |
| 2004-07-01 | 3.36133272980212 |
| 2004-08-01 | 3.35786415190372 |
| 2004-09-01 | 3.36544262267582 |
| 2004-10-01 | 3.36352457694771 |
| 2004-11-01 | 3.38600691637816 |
| 2004-12-01 | 3.38546340930457 |
| 2005-01-01 | 3.38416378894333 |
| 2005-02-01 | 3.38501194862635 |
| 2005-03-01 | 3.34049836625202 |
| 2005-04-01 | 3.42379405989439 |
| 2005-05-01 | 3.40837150672476 |
| 2005-06-01 | 3.33637945315061 |
| 2005-07-01 | 3.36949948800672 |
| 2005-08-01 | 3.35667365266678 |
| 2005-09-01 | 3.36239163683690 |
| 2005-10-01 | 3.36689197547181 |
| 2005-11-01 | 3.37788622638425 |
| 2005-12-01 | 3.38608272468462 |
| 2006-01-01 | 3.38607989276669 |
| 2006-02-01 | 3.39322920342293 |
| 2006-03-01 | 3.43976511082086 |
| 2006-04-01 | 3.42168195251384 |
| 2006-05-01 | 3.39941305481323 |
| 2006-06-01 | 3.44088219487732 |
| 2006-07-01 | 3.37326128620662 |
| 2006-08-01 | 3.45342131260942 |
| 2006-09-01 | 3.36000862038030 |
| 2006-10-01 | 3.37136437617619 |
| 2006-11-01 | 3.37172987227441 |
| 2006-12-01 | 3.38565707155249 |
| 2007-01-01 | 3.28355567401851 |
| 2007-02-01 | 3.19298891431024 |
| 2007-03-01 | 3.23887272041342 |
| 2007-04-01 | 3.21890276326819 |
| 2007-05-01 | 3.19266064634546 |
| 2007-06-01 | 3.25058556200940 |
| 2007-07-01 | 3.17487341127996 |
| 2007-08-01 | 3.15738117995755 |
| 2007-09-01 | 3.16169312451413 |
| 2007-10-01 | 3.17437948458391 |
| 2007-11-01 | 3.16794795946931 |
| 2007-12-01 | 3.18784937603737 |
| 2008-01-01 | 3.28248605233496 |
| 2008-02-01 | 3.19336693319619 |
| 2008-03-01 | 3.24638094799049 |
| 2008-04-01 | 3.21395427238907 |
| 2008-05-01 | 3.28654972941514 |
| 2008-06-01 | 3.25740271974936 |
| 2008-07-01 | 3.27353248943887 |
| 2008-08-01 | 3.25982549336994 |
| 2008-09-01 | 3.26163219000489 |
| 2008-10-01 | 3.17162493764745 |
| 2008-11-01 | 3.16493340381375 |
| 2008-12-01 | 3.08536483748347 |
| 2009-01-01 | 3.17860473959155 |
| 2009-02-01 | 3.09183201698488 |
| 2009-03-01 | 3.05001049968461 |
| 2009-04-01 | 3.01133449298693 |
| 2009-05-01 | 2.98274478881098 |
| 2009-06-01 | 2.96860507662842 |
| 2009-07-01 | 2.97075247855355 |
| 2009-08-01 | 2.96455592130563 |
| 2009-09-01 | 2.96607146509738 |
| 2009-10-01 | 2.97614711957654 |
| 2009-11-01 | 2.96492234429016 |
| 2009-12-01 | 2.98575422014463 |
| 2010-01-01 | 2.97171172156359 |
| 2010-02-01 | 2.98849048597324 |
| 2010-03-01 | 2.95035863232782 |
| 2010-04-01 | 3.00749448415390 |
| 2010-05-01 | 2.97971245206582 |
| 2010-06-01 | 2.97561409484167 |
| 2010-07-01 | 2.96502351494160 |
| 2010-08-01 | 2.96485985577760 |
| 2010-09-01 | 2.97357613245242 |
| 2010-10-01 | 2.98146671255785 |
| 2010-11-01 | 2.96170723517525 |
| 2010-12-01 | 2.88185504801205 |
| 2011-01-01 | 2.97017894315707 |
| 2011-02-01 | 2.98892118851431 |
| 2011-03-01 | 2.95019799289799 |
| 2011-04-01 | 3.00497770257939 |
| 2011-05-01 | 2.98068613826683 |
| 2011-06-01 | 2.97642637632642 |
| 2011-07-01 | 2.95948531756008 |
| 2011-08-01 | 2.96155757195263 |
| 2011-09-01 | 2.98575044464502 |
| 2011-10-01 | 3.08799064664292 |
| 2011-11-01 | 3.05829164717397 |
| 2011-12-01 | 3.07983867352889 |
| 2012-01-01 | 2.96738879616843 |
| 2012-02-01 | 2.98426229148539 |
| 2012-03-01 | 3.04841952080799 |
| 2012-04-01 | 3.00278422603721 |
| 2012-05-01 | 3.08443800776293 |
| 2012-06-01 | 3.07368565799727 |
| 2012-07-01 | 3.15517712257183 |
| 2012-08-01 | 3.15826099106296 |
| 2012-09-01 | 3.19868375557591 |
| 2012-10-01 | 3.09022727395624 |
| 2012-11-01 | 3.05544324244852 |
| 2012-12-01 | 3.07896323091533 |
| 2013-01-01 | 3.26769807536265 |
| 2013-02-01 | 3.18859981624405 |
| 2013-03-01 | 3.24900118232918 |
| 2013-04-01 | 3.20492183782264 |
| 2013-05-01 | 3.18717541883285 |
| 2013-06-01 | 3.17046334084759 |
| 2013-07-01 | 3.15358258606957 |
| 2013-08-01 | 3.15699337315706 |
| 2013-09-01 | 3.10388449232500 |
| 2013-10-01 | 3.09264624142772 |
| 2013-11-01 | 3.15666837170894 |
| 2013-12-01 | 3.18522401062575 |
| 2014-01-01 | 3.15403021813327 |
| 2014-02-01 | 3.18552426102873 |
| 2014-03-01 | 3.14127120258225 |
| 2014-04-01 | 3.20662677105983 |
| 2014-05-01 | 3.19354020617543 |
| 2014-06-01 | 3.26672137304980 |
| 2014-07-01 | 3.25410240437536 |
| 2014-08-01 | 3.25566317503282 |
| 2014-09-01 | 3.20801944117409 |
| 2014-10-01 | 3.28992070143947 |
| 2014-11-01 | 3.26028539563627 |
| 2014-12-01 | 3.38871270660471 |
| 2015-01-01 | 3.24324501552496 |
| 2015-02-01 | 3.28509657665068 |
| 2015-03-01 | 3.24231151037332 |
| 2015-04-01 | 3.20709666818382 |
| 2015-05-01 | 3.19923361849428 |
| 2015-06-01 | 3.16478614001224 |
| 2015-07-01 | 3.15716839934907 |
| 2015-08-01 | 3.15628429674873 |
| 2015-09-01 | 3.21118357488090 |
| 2015-10-01 | 3.18661157960877 |
| 2015-11-01 | 3.17142009595407 |
| 2015-12-01 | 3.09529458849296 |
| 2016-01-01 | 3.13011514066308 |
| 2016-02-01 | 3.07110715703748 |
| 2016-03-01 | 3.03618246272859 |
| 2016-04-01 | 3.10753065139301 |
| 2016-05-01 | 3.10402799825715 |
| 2016-06-01 | 3.06792338885728 |
| 2016-07-01 | 3.06191304994715 |
| 2016-08-01 | 3.06061563144976 |
| 2016-09-01 | 3.11208318782715 |
| 2016-10-01 | 3.08362465031750 |
| 2016-11-01 | 3.07982777365367 |
| 2016-12-01 | 2.99582554984527 |
| 2017-01-01 | 3.12072034145516 |
| 2017-02-01 | 3.06248026192129 |
| 2017-03-01 | 3.13140660464848 |
| 2017-04-01 | 3.11228903264158 |
| 2017-05-01 | 3.10597338923007 |
| 2017-06-01 | 3.17336159912711 |
| 2017-07-01 | 3.16267199896469 |
| 2017-08-01 | 3.16201431889493 |
| 2017-09-01 | 3.11073673340464 |
| 2017-10-01 | 3.18544656164491 |
| 2017-11-01 | 3.08767379466824 |
| 2017-12-01 | 3.09530537138478 |
| 2018-01-01 | 3.01203975433029 |
| 2018-02-01 | 3.04994664500573 |
| 2018-03-01 | 3.01962489530914 |
| 2018-04-01 | 3.01853135974596 |
| 2018-05-01 | 3.01182641847754 |
| 2018-06-01 | 2.97970664174124 |
| 2018-07-01 | 2.96664756195318 |
| 2018-08-01 | 2.96761344370871 |
| 2018-09-01 | 2.90940510877832 |
| 2018-10-01 | 2.89127826641367 |
| 2018-11-01 | 2.89395611812991 |
| 2018-12-01 | 2.89129763294825 |
| 2019-01-01 | 2.90832839543811 |
| 2019-02-01 | 2.93286708581352 |
| 2019-03-01 | 2.91239013188612 |
| 2019-04-01 | 2.92288455751630 |
| 2019-05-01 | 2.91643283169356 |
| 2019-06-01 | 2.88432231395657 |
| 2019-07-01 | 2.97040309171743 |
| 2019-08-01 | 2.87228164070246 |
| 2019-09-01 | 2.90873530222996 |
| 2019-10-01 | 2.89368815184507 |
| 2019-11-01 | 2.89588733822719 |
| 2019-12-01 | 2.88598524507133 |
| 2020-01-01 | 2.90955944763982 |
| 2020-02-01 | 2.81809241759798 |
| 2020-03-01 | 2.80886541133028 |
| 2020-04-01 | 2.72492877995926 |
| 2020-05-01 | 2.72150837819109 |
| 2020-06-01 | 2.68680415378294 |
| 2020-07-01 | 2.67680983019609 |
| 2020-08-01 | 2.67933586989895 |
| 2020-09-01 | 2.60228646953757 |
| 2020-10-01 | 2.69393701726427 |
| 2020-11-01 | 2.69344931175327 |
| 2020-12-01 | 2.68439889374518 |
| 2021-01-01 | 2.71317966191015 |
| 2021-02-01 | 2.71167061539805 |
| 2021-03-01 | 2.70900002171888 |
| 2021-04-01 | 2.72614410584101 |
| 2021-05-01 | 2.72345265589585 |
| 2021-06-01 | 2.78636143103007 |
| 2021-07-01 | 2.78108576299081 |
| 2021-08-01 | 2.78281854615777 |
| 2021-09-01 | 2.79463915285395 |
| 2021-10-01 | 2.79126992667366 |
| 2021-11-01 | 2.78855929147635 |
| 2021-12-01 | 2.78394299207095 |
| 2022-01-01 | 2.91832721761801 |
| 2022-02-01 | 2.91394947835145 |
| 2022-03-01 | 2.91350473068987 |
| 2022-04-01 | 2.92754438876064 |
| 2022-05-01 | 2.92742573070020 |
| 2022-06-01 | 2.88170685118979 |
| 2022-07-01 | 2.88266009903464 |
| 2022-08-01 | 2.88392179337139 |
| 2022-09-01 | 2.88776015108089 |
| 2022-10-01 | 2.88768581654023 |
| 2022-11-01 | 2.88417748730608 |
| 2022-12-01 | 2.88599951138942 |
| 2023-01-01 | 2.82346313516753 |
| 2023-02-01 | 2.81745268099160 |
| 2023-03-01 | 2.81739722539711 |
| 2023-04-01 | 2.82417776313674 |
| 2023-05-01 | 2.82316422323430 |
| 2023-06-01 | 2.87986345626667 |
| 2023-07-01 | 2.88452314872249 |
| 2023-08-01 | 2.88317573006582 |
| 2023-09-01 | 2.88467727797138 |
| 2023-10-01 | 2.78542668591125 |
| 2023-11-01 | 2.88008603281040 |
| 2023-12-01 | 2.88890143546756 |
| 2024-01-01 | 2.72691081696055 |
| 2024-02-01 | 2.82291003068061 |
| 2024-03-01 | 2.82170556569466 |
| 2024-04-01 | 2.82104560693666 |
| 2024-05-01 | 2.82024069258282 |
| 2024-06-01 | 2.87845519137755 |
| 2024-07-01 | 2.78432097625266 |
| 2024-08-01 | 2.78309746670129 |
| 2024-09-01 | 2.78384874794822 |
| 2024-10-01 | 2.78421980913863 |
| 2024-11-01 | 2.77696922680220 |
| 2024-12-01 | 2.79268283150213 |
| 2025-01-01 | 2.83087632606968 |
| 2025-02-01 | 2.82772804038034 |
| 2025-03-01 | 2.82284952285069 |
| 2025-04-01 | 2.81911751993922 |
| 2025-05-01 | 2.81661475476104 |
| 2025-06-01 | 2.77913701357311 |
| 2025-07-01 | 2.78423210194357 |
| 2025-08-01 | 2.78258914083644 |
| 2025-09-01 | 2.78460417304912 |
| 2025-10-01 | 2.78312349820864 |
| 2025-11-01 | 2.77520448350606 |
| 2025-12-01 | 2.69557539278887 |
| 2026-01-01 | 2.72928816037072 |
| 2026-02-01 | 2.72955403545765 |
| 2026-03-01 | 2.72255378917869 |
| 2026-04-01 | 2.71717894744684 |