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 2026-05-01 |
| Last Updated | 2026-06-24 10:26 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 | 3.76865824757521 |
| 1990-02-01 | 3.77422221863394 |
| 1990-03-01 | 3.77486668512045 |
| 1990-04-01 | 3.76508461670559 |
| 1990-05-01 | 3.75404345980192 |
| 1990-06-01 | 3.73433674029870 |
| 1990-07-01 | 3.71349410914565 |
| 1990-08-01 | 3.80840706250953 |
| 1990-09-01 | 3.73922351250164 |
| 1990-10-01 | 3.76987871188790 |
| 1990-11-01 | 3.77422345000713 |
| 1990-12-01 | 3.82129100323376 |
| 1991-01-01 | 3.87460605053695 |
| 1991-02-01 | 3.88070414015393 |
| 1991-03-01 | 3.88242824622749 |
| 1991-04-01 | 3.76134617758626 |
| 1991-05-01 | 3.85164652598964 |
| 1991-06-01 | 3.73024645914648 |
| 1991-07-01 | 3.80412781150102 |
| 1991-08-01 | 3.81278663232006 |
| 1991-09-01 | 3.83889607836683 |
| 1991-10-01 | 3.86771543313828 |
| 1991-11-01 | 3.77402901292560 |
| 1991-12-01 | 3.92285580680226 |
| 1992-01-01 | 3.98300024201666 |
| 1992-02-01 | 3.88787396805104 |
| 1992-03-01 | 3.89104928161846 |
| 1992-04-01 | 3.85612850537240 |
| 1992-05-01 | 3.84537556346277 |
| 1992-06-01 | 3.92102950287269 |
| 1992-07-01 | 3.88928994745967 |
| 1992-08-01 | 3.91715733289704 |
| 1992-09-01 | 3.93923712997416 |
| 1992-10-01 | 3.86649207738637 |
| 1992-11-01 | 3.87211319194750 |
| 1992-12-01 | 3.82706783813260 |
| 1993-01-01 | 3.78449848838726 |
| 1993-02-01 | 3.79178514491781 |
| 1993-03-01 | 3.79590792346068 |
| 1993-04-01 | 3.85179648831677 |
| 1993-05-01 | 3.84100278896589 |
| 1993-06-01 | 3.81421685904659 |
| 1993-07-01 | 3.87873626844522 |
| 1993-08-01 | 3.82054184321815 |
| 1993-09-01 | 3.84402320926230 |
| 1993-10-01 | 3.86597143217457 |
| 1993-11-01 | 3.87459199065645 |
| 1993-12-01 | 3.83115035842168 |
| 1994-01-01 | 3.89431072474614 |
| 1994-02-01 | 3.90074172624340 |
| 1994-03-01 | 3.89929637084518 |
| 1994-04-01 | 3.94576664024535 |
| 1994-05-01 | 4.03746459855394 |
| 1994-06-01 | 4.00732983667227 |
| 1994-07-01 | 3.96990167817499 |
| 1994-08-01 | 3.92026819030783 |
| 1994-09-01 | 3.95008293213584 |
| 1994-10-01 | 3.95933373578878 |
| 1994-11-01 | 3.97300097314733 |
| 1994-12-01 | 4.03823315172102 |
| 1995-01-01 | 4.00152746581390 |
| 1995-02-01 | 4.00620511073005 |
| 1995-03-01 | 3.99810089719710 |
| 1995-04-01 | 4.04716158745631 |
| 1995-05-01 | 4.03090636618110 |
| 1995-06-01 | 4.00217448157675 |
| 1995-07-01 | 4.07425840076822 |
| 1995-08-01 | 4.11513682816148 |
| 1995-09-01 | 4.05938455644893 |
| 1995-10-01 | 4.05183787624444 |
| 1995-11-01 | 4.06970699316110 |
| 1995-12-01 | 4.03306935041643 |
| 1996-01-01 | 4.11050243505912 |
| 1996-02-01 | 4.11172015254394 |
| 1996-03-01 | 4.09496744018106 |
| 1996-04-01 | 4.04557812078070 |
| 1996-05-01 | 4.02391865549002 |
| 1996-06-01 | 4.10161948813075 |
| 1996-07-01 | 4.08893312167372 |
| 1996-08-01 | 4.11629679501143 |
| 1996-09-01 | 4.16703235129390 |
| 1996-10-01 | 3.94577752788797 |
| 1996-11-01 | 3.96646871787340 |
| 1996-12-01 | 4.02163801298619 |
| 1997-01-01 | 4.00900078079377 |
| 1997-02-01 | 4.00822412182450 |
| 1997-03-01 | 4.09202564428967 |
| 1997-04-01 | 4.05401765553560 |
| 1997-05-01 | 4.01917859266212 |
| 1997-06-01 | 4.00208309494133 |
| 1997-07-01 | 4.00867429025870 |
| 1997-08-01 | 4.01906263365733 |
| 1997-09-01 | 4.06990592142061 |
| 1997-10-01 | 4.13926485630921 |
| 1997-11-01 | 4.16165083140986 |
| 1997-12-01 | 4.10247706453483 |
| 1998-01-01 | 4.11758201594914 |
| 1998-02-01 | 4.11266174802023 |
| 1998-03-01 | 4.09489965875656 |
| 1998-04-01 | 4.05612706006072 |
| 1998-05-01 | 4.11294208270857 |
| 1998-06-01 | 4.10219432631459 |
| 1998-07-01 | 4.01914133358941 |
| 1998-08-01 | 4.02288725737419 |
| 1998-09-01 | 3.97190691830540 |
| 1998-10-01 | 4.04099577100645 |
| 1998-11-01 | 3.96165382409607 |
| 1998-12-01 | 3.88752132622555 |
| 1999-01-01 | 3.80797590620368 |
| 1999-02-01 | 3.80159119123069 |
| 1999-03-01 | 3.79297907558616 |
| 1999-04-01 | 3.85906560517596 |
| 1999-05-01 | 3.80646988955414 |
| 1999-06-01 | 3.80738189964181 |
| 1999-07-01 | 3.92466521738966 |
| 1999-08-01 | 3.83369585810814 |
| 1999-09-01 | 3.87482452964137 |
| 1999-10-01 | 3.74782931158610 |
| 1999-11-01 | 3.86428681571052 |
| 1999-12-01 | 3.97388372245291 |
| 2000-01-01 | 4.01317810159397 |
| 2000-02-01 | 4.00342283783749 |
| 2000-03-01 | 4.00203568172145 |
| 2000-04-01 | 3.95798830036137 |
| 2000-05-01 | 4.00519401637449 |
| 2000-06-01 | 4.00393381150845 |
| 2000-07-01 | 4.02315718681525 |
| 2000-08-01 | 4.03641679336812 |
| 2000-09-01 | 4.17115617255382 |
| 2000-10-01 | 4.04909127834024 |
| 2000-11-01 | 4.07390271097934 |
| 2000-12-01 | 4.06887704983635 |
| 2001-01-01 | 4.00438049160520 |
| 2001-02-01 | 3.89138903641041 |
| 2001-03-01 | 3.99676835069146 |
| 2001-04-01 | 4.16157324013979 |
| 2001-05-01 | 4.11052492929247 |
| 2001-06-01 | 4.10337180872301 |
| 2001-07-01 | 4.12150024492822 |
| 2001-08-01 | 4.13984649844640 |
| 2001-09-01 | 4.06795196150850 |
| 2001-10-01 | 4.05231247756230 |
| 2001-11-01 | 4.08481078047817 |
| 2001-12-01 | 3.97065774160698 |
| 2002-01-01 | 4.10254121563348 |
| 2002-02-01 | 4.09026192159878 |
| 2002-03-01 | 4.08929538795005 |
| 2002-04-01 | 4.05163968198211 |
| 2002-05-01 | 4.01323029282982 |
| 2002-06-01 | 4.01120292921912 |
| 2002-07-01 | 4.02879552298030 |
| 2002-08-01 | 3.94651620475410 |
| 2002-09-01 | 3.96404409928209 |
| 2002-10-01 | 4.05516340228856 |
| 2002-11-01 | 3.99194495917481 |
| 2002-12-01 | 3.97604977415281 |
| 2003-01-01 | 3.99610752930963 |
| 2003-02-01 | 3.98597274628051 |
| 2003-03-01 | 3.97121639795731 |
| 2003-04-01 | 3.94256258757906 |
| 2003-05-01 | 3.91569079351094 |
| 2003-06-01 | 3.91725940508476 |
| 2003-07-01 | 3.84230687578192 |
| 2003-08-01 | 3.85111335189555 |
| 2003-09-01 | 3.86368162044660 |
| 2003-10-01 | 3.56012604883783 |
| 2003-11-01 | 3.38925570191329 |
| 2003-12-01 | 3.28438864340038 |
| 2004-01-01 | 3.38354595748277 |
| 2004-02-01 | 3.37729357874501 |
| 2004-03-01 | 3.35004047459034 |
| 2004-04-01 | 3.32627786820835 |
| 2004-05-01 | 3.31209297173996 |
| 2004-06-01 | 3.33258019877463 |
| 2004-07-01 | 3.36133227080035 |
| 2004-08-01 | 3.35786333117445 |
| 2004-09-01 | 3.36544180028065 |
| 2004-10-01 | 3.36352470004694 |
| 2004-11-01 | 3.38600776392705 |
| 2004-12-01 | 3.38546389975178 |
| 2005-01-01 | 3.38416423147222 |
| 2005-02-01 | 3.38501224349931 |
| 2005-03-01 | 3.34049860641293 |
| 2005-04-01 | 3.42379392137969 |
| 2005-05-01 | 3.40837134580728 |
| 2005-06-01 | 3.33637935106405 |
| 2005-07-01 | 3.36949914156636 |
| 2005-08-01 | 3.35667291994125 |
| 2005-09-01 | 3.36239108534049 |
| 2005-10-01 | 3.36689206774105 |
| 2005-11-01 | 3.37788681252537 |
| 2005-12-01 | 3.38608315455259 |
| 2006-01-01 | 3.38608022330628 |
| 2006-02-01 | 3.39322943540272 |
| 2006-03-01 | 3.43976530801719 |
| 2006-04-01 | 3.42168180167798 |
| 2006-05-01 | 3.39941292140100 |
| 2006-06-01 | 3.44088213167561 |
| 2006-07-01 | 3.37326106332257 |
| 2006-08-01 | 3.45342074971353 |
| 2006-09-01 | 3.36000833257195 |
| 2006-10-01 | 3.37136442612637 |
| 2006-11-01 | 3.37173018617863 |
| 2006-12-01 | 3.38565740434868 |
| 2007-01-01 | 3.28355588300847 |
| 2007-02-01 | 3.19298905992444 |
| 2007-03-01 | 3.23887282562327 |
| 2007-04-01 | 3.21890265389012 |
| 2007-05-01 | 3.19266056076584 |
| 2007-06-01 | 3.25058551128117 |
| 2007-07-01 | 3.17487331880865 |
| 2007-08-01 | 3.15738083689103 |
| 2007-09-01 | 3.16169309602622 |
| 2007-10-01 | 3.17437949739761 |
| 2007-11-01 | 3.16794800304125 |
| 2007-12-01 | 3.18784961157219 |
| 2008-01-01 | 3.28248615458460 |
| 2008-02-01 | 3.19336702284492 |
| 2008-03-01 | 3.24638099668165 |
| 2008-04-01 | 3.21395422190001 |
| 2008-05-01 | 3.28654969294148 |
| 2008-06-01 | 3.25740266266510 |
| 2008-07-01 | 3.27353245895288 |
| 2008-08-01 | 3.25982528502336 |
| 2008-09-01 | 3.26163218642136 |
| 2008-10-01 | 3.17162494776386 |
| 2008-11-01 | 3.16493341776369 |
| 2008-12-01 | 3.08536500056940 |
| 2009-01-01 | 3.17860477809603 |
| 2009-02-01 | 3.09183205862926 |
| 2009-03-01 | 3.05001049269156 |
| 2009-04-01 | 3.01133448155527 |
| 2009-05-01 | 2.98274477693337 |
| 2009-06-01 | 2.96860501422294 |
| 2009-07-01 | 2.97075247480452 |
| 2009-08-01 | 2.96455583587715 |
| 2009-09-01 | 2.96607147562715 |
| 2009-10-01 | 2.97614712719978 |
| 2009-11-01 | 2.96492234615345 |
| 2009-12-01 | 2.98575434000354 |
| 2010-01-01 | 2.97171170638524 |
| 2010-02-01 | 2.98849049968916 |
| 2010-03-01 | 2.95035862330735 |
| 2010-04-01 | 3.00749447344548 |
| 2010-05-01 | 2.97971243972875 |
| 2010-06-01 | 2.97561405587482 |
| 2010-07-01 | 2.96502350581772 |
| 2010-08-01 | 2.96485984981161 |
| 2010-09-01 | 2.97357614409681 |
| 2010-10-01 | 2.98146671933382 |
| 2010-11-01 | 2.96170723748618 |
| 2010-12-01 | 2.88185511629579 |
| 2011-01-01 | 2.97017889112899 |
| 2011-02-01 | 2.98892119229755 |
| 2011-03-01 | 2.95019799246275 |
| 2011-04-01 | 3.00497769806022 |
| 2011-05-01 | 2.98068613125988 |
| 2011-06-01 | 2.97642636970124 |
| 2011-07-01 | 2.95948531366635 |
| 2011-08-01 | 2.96155757049579 |
| 2011-09-01 | 2.98575046617772 |
| 2011-10-01 | 3.08799065358955 |
| 2011-11-01 | 3.05829164578461 |
| 2011-12-01 | 3.07983871393795 |
| 2012-01-01 | 2.96738871780727 |
| 2012-02-01 | 2.98426229570705 |
| 2012-03-01 | 3.04841952122086 |
| 2012-04-01 | 3.00278422352556 |
| 2012-05-01 | 3.08443800597677 |
| 2012-06-01 | 3.07368566279920 |
| 2012-07-01 | 3.15517714271554 |
| 2012-08-01 | 3.15826102302068 |
| 2012-09-01 | 3.19868380756103 |
| 2012-10-01 | 3.09022728968628 |
| 2012-11-01 | 3.05544322590029 |
| 2012-12-01 | 3.07896319883175 |
| 2013-01-01 | 3.26769792540887 |
| 2013-02-01 | 3.18859976457517 |
| 2013-03-01 | 3.24900124455062 |
| 2013-04-01 | 3.20492181295454 |
| 2013-05-01 | 3.18717542281507 |
| 2013-06-01 | 3.17046337710339 |
| 2013-07-01 | 3.15358267193775 |
| 2013-08-01 | 3.15699349326169 |
| 2013-09-01 | 3.10388462325199 |
| 2013-10-01 | 3.09264629483474 |
| 2013-11-01 | 3.15666832554340 |
| 2013-12-01 | 3.18522384446901 |
| 2014-01-01 | 3.15402993798049 |
| 2014-02-01 | 3.18552407200629 |
| 2014-03-01 | 3.14127121480303 |
| 2014-04-01 | 3.20662665668033 |
| 2014-05-01 | 3.19354020110039 |
| 2014-06-01 | 3.26672146843524 |
| 2014-07-01 | 3.25410268664645 |
| 2014-08-01 | 3.25566360969343 |
| 2014-09-01 | 3.20801988707146 |
| 2014-10-01 | 3.28992091832926 |
| 2014-11-01 | 3.26028565352352 |
| 2014-12-01 | 3.38871278143084 |
| 2015-01-01 | 3.24324241450536 |
| 2015-02-01 | 3.28509653077629 |
| 2015-03-01 | 3.24231165585968 |
| 2015-04-01 | 3.20709656327604 |
| 2015-05-01 | 3.19923369830165 |
| 2015-06-01 | 3.16478645773183 |
| 2015-07-01 | 3.15716906893288 |
| 2015-08-01 | 3.15628522959834 |
| 2015-09-01 | 3.21118452695610 |
| 2015-10-01 | 3.18661203264754 |
| 2015-11-01 | 3.17142059379355 |
| 2015-12-01 | 3.09529473911731 |
| 2016-01-01 | 3.13011020979447 |
| 2016-02-01 | 3.07110699717099 |
| 2016-03-01 | 3.03618236461618 |
| 2016-04-01 | 3.10753032239863 |
| 2016-05-01 | 3.10402784858342 |
| 2016-06-01 | 3.06792349262368 |
| 2016-07-01 | 3.06191450983132 |
| 2016-08-01 | 3.06061966528043 |
| 2016-09-01 | 3.11208434830777 |
| 2016-10-01 | 3.08362523318542 |
| 2016-11-01 | 3.07982859093079 |
| 2016-12-01 | 2.99582601939170 |
| 2017-01-01 | 3.12070934515870 |
| 2017-02-01 | 3.06248029923908 |
| 2017-03-01 | 3.13140662786755 |
| 2017-04-01 | 3.11228878831465 |
| 2017-05-01 | 3.10597336739417 |
| 2017-06-01 | 3.17336201126981 |
| 2017-07-01 | 3.16267486628713 |
| 2017-08-01 | 3.16202211275573 |
| 2017-09-01 | 3.11073883966585 |
| 2017-10-01 | 3.18544715907249 |
| 2017-11-01 | 3.08767409075940 |
| 2017-12-01 | 3.09530494701790 |
| 2018-01-01 | 3.01202440091886 |
| 2018-02-01 | 3.04994594663912 |
| 2018-03-01 | 3.01962453329810 |
| 2018-04-01 | 3.01853118854749 |
| 2018-05-01 | 3.01182657577629 |
| 2018-06-01 | 2.97970732770091 |
| 2018-07-01 | 2.96665182804655 |
| 2018-08-01 | 2.96762482084879 |
| 2018-09-01 | 2.90940901752660 |
| 2018-10-01 | 2.89128074929352 |
| 2018-11-01 | 2.89395886150206 |
| 2018-12-01 | 2.89129340501263 |
| 2019-01-01 | 2.90829884964273 |
| 2019-02-01 | 2.93286885522653 |
| 2019-03-01 | 2.91239171904555 |
| 2019-04-01 | 2.92288594525817 |
| 2019-05-01 | 2.91643426001557 |
| 2019-06-01 | 2.88432435271843 |
| 2019-07-01 | 2.97040891961987 |
| 2019-08-01 | 2.87229431219675 |
| 2019-09-01 | 2.90874179410070 |
| 2019-10-01 | 2.89369322217172 |
| 2019-11-01 | 2.89589267390531 |
| 2019-12-01 | 2.88597237588722 |
| 2020-01-01 | 2.90952001833355 |
| 2020-02-01 | 2.81809507836365 |
| 2020-03-01 | 2.80886752606274 |
| 2020-04-01 | 2.72493054775625 |
| 2020-05-01 | 2.72151050453320 |
| 2020-06-01 | 2.68680776851728 |
| 2020-07-01 | 2.67681811621177 |
| 2020-08-01 | 2.67935240203930 |
| 2020-09-01 | 2.60229793782882 |
| 2020-10-01 | 2.69395504668447 |
| 2020-11-01 | 2.69345639043724 |
| 2020-12-01 | 2.68438021671469 |
| 2021-01-01 | 2.71312021198461 |
| 2021-02-01 | 2.71165908408665 |
| 2021-03-01 | 2.70898875309694 |
| 2021-04-01 | 2.72613699360740 |
| 2021-05-01 | 2.72345191195078 |
| 2021-06-01 | 2.78639271563542 |
| 2021-07-01 | 2.78110614336605 |
| 2021-08-01 | 2.78285312018906 |
| 2021-09-01 | 2.79467599204171 |
| 2021-10-01 | 2.79131850362588 |
| 2021-11-01 | 2.78857244439197 |
| 2021-12-01 | 2.78390782629112 |
| 2022-01-01 | 2.91822045221142 |
| 2022-02-01 | 2.91387612214838 |
| 2022-03-01 | 2.91343832400471 |
| 2022-04-01 | 2.92750796009150 |
| 2022-05-01 | 2.92743134696757 |
| 2022-06-01 | 2.88179972705304 |
| 2022-07-01 | 2.88273546190348 |
| 2022-08-01 | 2.88401527464353 |
| 2022-09-01 | 2.88785326008896 |
| 2022-10-01 | 2.88779111984901 |
| 2022-11-01 | 2.88420500080099 |
| 2022-12-01 | 2.88595205427436 |
| 2023-01-01 | 2.82327744480284 |
| 2023-02-01 | 2.81723944046660 |
| 2023-03-01 | 2.81712555672257 |
| 2023-04-01 | 2.82386560075552 |
| 2023-05-01 | 2.82353814685389 |
| 2023-06-01 | 2.88009482187742 |
| 2023-07-01 | 2.88473242364222 |
| 2023-08-01 | 2.88335047412890 |
| 2023-09-01 | 2.88482862988806 |
| 2023-10-01 | 2.78554660540082 |
| 2023-11-01 | 2.88010286723263 |
| 2023-12-01 | 2.88883664873590 |
| 2024-01-01 | 2.72667248338201 |
| 2024-02-01 | 2.82260726434112 |
| 2024-03-01 | 2.82133531780328 |
| 2024-04-01 | 2.82064462039350 |
| 2024-05-01 | 2.82019037392719 |
| 2024-06-01 | 2.87889699611643 |
| 2024-07-01 | 2.78473363769037 |
| 2024-08-01 | 2.78340870351265 |
| 2024-09-01 | 2.78410658592557 |
| 2024-10-01 | 2.78441781548402 |
| 2024-11-01 | 2.77702108235785 |
| 2024-12-01 | 2.79264689298471 |
| 2025-01-01 | 2.83060698882603 |
| 2025-02-01 | 2.82738603610317 |
| 2025-03-01 | 2.82242534427832 |
| 2025-04-01 | 2.81865572502675 |
| 2025-05-01 | 2.81566979678794 |
| 2025-06-01 | 2.77981725640388 |
| 2025-07-01 | 2.78489316693749 |
| 2025-08-01 | 2.78306886709139 |
| 2025-09-01 | 2.78500298811293 |
| 2025-10-01 | 2.78342071016533 |
| 2025-11-01 | 2.77530228669774 |
| 2025-12-01 | 2.69555085102746 |
| 2026-01-01 | 2.72903086603073 |
| 2026-02-01 | 2.72925336365031 |
| 2026-03-01 | 2.72222569216080 |
| 2026-04-01 | 2.71689490213972 |
| 2026-05-01 | 2.71274852036195 |