Table Data - All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Minnesota
| Title | All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Minnesota |
|---|---|
| Series ID | SMU27000004142500001SA |
| 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 2026-03-01 |
| Last Updated | 2026-05-07 10:55 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 | 13.65172224241540 |
| 1990-02-01 | 13.76902416084880 |
| 1990-03-01 | 13.77100430915220 |
| 1990-04-01 | 13.72019933884610 |
| 1990-05-01 | 13.67418531056800 |
| 1990-06-01 | 13.57449184407040 |
| 1990-07-01 | 13.55289400198060 |
| 1990-08-01 | 13.58962187186190 |
| 1990-09-01 | 13.46029424809340 |
| 1990-10-01 | 13.42767816644340 |
| 1990-11-01 | 13.46975474337880 |
| 1990-12-01 | 13.35623609211460 |
| 1991-01-01 | 13.03053232114080 |
| 1991-02-01 | 12.85091702808390 |
| 1991-03-01 | 12.75779985792850 |
| 1991-04-01 | 12.81865805180230 |
| 1991-05-01 | 12.77327603214280 |
| 1991-06-01 | 12.68694851066050 |
| 1991-07-01 | 12.65315561887780 |
| 1991-08-01 | 12.70863219843060 |
| 1991-09-01 | 12.67486479756070 |
| 1991-10-01 | 12.74998469650500 |
| 1991-11-01 | 12.66428472934880 |
| 1991-12-01 | 12.56074837183400 |
| 1992-01-01 | 12.60639464776720 |
| 1992-02-01 | 12.53745876593310 |
| 1992-03-01 | 12.44980932810110 |
| 1992-04-01 | 12.02538533723400 |
| 1992-05-01 | 12.06499404207200 |
| 1992-06-01 | 12.08774966193690 |
| 1992-07-01 | 11.85280253946020 |
| 1992-08-01 | 11.74255411222700 |
| 1992-09-01 | 11.70450972094060 |
| 1992-10-01 | 11.57530590275450 |
| 1992-11-01 | 11.45151306581430 |
| 1992-12-01 | 11.46573720521940 |
| 1993-01-01 | 11.35527063612210 |
| 1993-02-01 | 11.29721594543540 |
| 1993-03-01 | 11.21813988945400 |
| 1993-04-01 | 11.23737560900840 |
| 1993-05-01 | 11.26580097652860 |
| 1993-06-01 | 11.20151299729990 |
| 1993-07-01 | 11.84525885122850 |
| 1993-08-01 | 11.66946474297160 |
| 1993-09-01 | 11.73503039951110 |
| 1993-10-01 | 11.39401209184700 |
| 1993-11-01 | 11.33042886652640 |
| 1993-12-01 | 11.35795720726570 |
| 1994-01-01 | 11.32695269001720 |
| 1994-02-01 | 11.28211601632970 |
| 1994-03-01 | 11.31215669424270 |
| 1994-04-01 | 11.35530345424820 |
| 1994-05-01 | 11.25164628885940 |
| 1994-06-01 | 11.31053357091150 |
| 1994-07-01 | 11.34688693997440 |
| 1994-08-01 | 11.39967561338180 |
| 1994-09-01 | 11.37381907002040 |
| 1994-10-01 | 11.20870165570820 |
| 1994-11-01 | 11.29876632703010 |
| 1994-12-01 | 11.24629754890690 |
| 1995-01-01 | 11.19956534068400 |
| 1995-02-01 | 11.26601031593560 |
| 1995-03-01 | 11.20311650929240 |
| 1995-04-01 | 11.05931017361780 |
| 1995-05-01 | 11.14761270404930 |
| 1995-06-01 | 11.14038600081610 |
| 1995-07-01 | 10.96290248962990 |
| 1995-08-01 | 10.91580633213920 |
| 1995-09-01 | 10.90807921080100 |
| 1995-10-01 | 11.11288614545390 |
| 1995-11-01 | 11.06354255531230 |
| 1995-12-01 | 11.02584852802260 |
| 1996-01-01 | 11.08027260096400 |
| 1996-02-01 | 11.05213670053740 |
| 1996-03-01 | 11.10942149298730 |
| 1996-04-01 | 10.95537342932770 |
| 1996-05-01 | 10.94164892486310 |
| 1996-06-01 | 10.77727095051070 |
| 1996-07-01 | 11.07682316672400 |
| 1996-08-01 | 11.01434811318000 |
| 1996-09-01 | 11.03227097878640 |
| 1996-10-01 | 11.11511952469890 |
| 1996-11-01 | 11.13790127824140 |
| 1996-12-01 | 11.11062605416080 |
| 1997-01-01 | 11.16835889236490 |
| 1997-02-01 | 11.04903569724810 |
| 1997-03-01 | 11.02079690988210 |
| 1997-04-01 | 11.13068259074740 |
| 1997-05-01 | 11.34040275260210 |
| 1997-06-01 | 11.19892070192980 |
| 1997-07-01 | 11.28412939400500 |
| 1997-08-01 | 11.30692050054000 |
| 1997-09-01 | 11.34136618595990 |
| 1997-10-01 | 11.32348502950990 |
| 1997-11-01 | 11.43612929152230 |
| 1997-12-01 | 11.40088210882650 |
| 1998-01-01 | 11.36176750711950 |
| 1998-02-01 | 11.45164793600360 |
| 1998-03-01 | 11.44885179022640 |
| 1998-04-01 | 10.79954533042770 |
| 1998-05-01 | 10.73004757216840 |
| 1998-06-01 | 10.72001323068260 |
| 1998-07-01 | 10.58901052563280 |
| 1998-08-01 | 10.70087643051670 |
| 1998-09-01 | 10.63198328434970 |
| 1998-10-01 | 10.74282745172350 |
| 1998-11-01 | 10.65993366178100 |
| 1998-12-01 | 10.71788544903970 |
| 1999-01-01 | 10.55109609836310 |
| 1999-02-01 | 10.53531662347150 |
| 1999-03-01 | 10.45309048153630 |
| 1999-04-01 | 10.36103230682780 |
| 1999-05-01 | 10.21540621861670 |
| 1999-06-01 | 10.22790550633580 |
| 1999-07-01 | 10.28641617324890 |
| 1999-08-01 | 10.29898012964830 |
| 1999-09-01 | 10.22507937893980 |
| 1999-10-01 | 10.04707054294680 |
| 1999-11-01 | 10.09073286487480 |
| 1999-12-01 | 10.04479491663250 |
| 2000-01-01 | 10.05365528794370 |
| 2000-02-01 | 9.91826965805719 |
| 2000-03-01 | 9.95422459954376 |
| 2000-04-01 | 10.13731037364460 |
| 2000-05-01 | 10.29538863360740 |
| 2000-06-01 | 10.42326882091180 |
| 2000-07-01 | 9.87971383403280 |
| 2000-08-01 | 10.00004471294680 |
| 2000-09-01 | 10.11945741223470 |
| 2000-10-01 | 10.74310062855260 |
| 2000-11-01 | 10.81813361114270 |
| 2000-12-01 | 10.86923796708060 |
| 2001-01-01 | 11.28774674989430 |
| 2001-02-01 | 11.23837740141110 |
| 2001-03-01 | 11.48698223957080 |
| 2001-04-01 | 11.10325541991580 |
| 2001-05-01 | 11.26671528813520 |
| 2001-06-01 | 11.20538255372300 |
| 2001-07-01 | 11.14759097906740 |
| 2001-08-01 | 11.20229282232360 |
| 2001-09-01 | 11.12334688556790 |
| 2001-10-01 | 11.01631353957950 |
| 2001-11-01 | 11.04665789120750 |
| 2001-12-01 | 10.98713330923110 |
| 2002-01-01 | 11.00020513653630 |
| 2002-02-01 | 11.04107918882120 |
| 2002-03-01 | 10.97807086657920 |
| 2002-04-01 | 10.99189147651140 |
| 2002-05-01 | 11.06043477198760 |
| 2002-06-01 | 10.98769499223660 |
| 2002-07-01 | 11.04548433130180 |
| 2002-08-01 | 11.01604461429610 |
| 2002-09-01 | 11.02301430309660 |
| 2002-10-01 | 11.19670358930050 |
| 2002-11-01 | 11.17068746347280 |
| 2002-12-01 | 11.08934324405340 |
| 2003-01-01 | 12.23254379828360 |
| 2003-02-01 | 12.26244210439360 |
| 2003-03-01 | 12.28770250258180 |
| 2003-04-01 | 12.27671201144310 |
| 2003-05-01 | 12.25208569648100 |
| 2003-06-01 | 12.24464561444600 |
| 2003-07-01 | 12.33784581774960 |
| 2003-08-01 | 12.32395864224110 |
| 2003-09-01 | 12.33025833314890 |
| 2003-10-01 | 12.37768295101160 |
| 2003-11-01 | 12.30037386505130 |
| 2003-12-01 | 12.27596387604570 |
| 2004-01-01 | 12.23372318871010 |
| 2004-02-01 | 12.15883754301940 |
| 2004-03-01 | 12.25083404219220 |
| 2004-04-01 | 12.59248869629580 |
| 2004-05-01 | 12.58124345302480 |
| 2004-06-01 | 12.61040732656880 |
| 2004-07-01 | 12.74691825460110 |
| 2004-08-01 | 12.72614622604780 |
| 2004-09-01 | 12.72738647821370 |
| 2004-10-01 | 12.79255873952270 |
| 2004-11-01 | 12.60821051592250 |
| 2004-12-01 | 12.65605875972510 |
| 2005-01-01 | 12.42200658595940 |
| 2005-02-01 | 12.46957851106840 |
| 2005-03-01 | 12.42424472555350 |
| 2005-04-01 | 13.21030554327930 |
| 2005-05-01 | 13.10306793855520 |
| 2005-06-01 | 13.27593619034300 |
| 2005-07-01 | 12.95805940523240 |
| 2005-08-01 | 13.02540463988650 |
| 2005-09-01 | 13.12719285045870 |
| 2005-10-01 | 13.11466821857310 |
| 2005-11-01 | 13.20192623464670 |
| 2005-12-01 | 13.13514277823900 |
| 2006-01-01 | 13.73700165157720 |
| 2006-02-01 | 13.79514141648050 |
| 2006-03-01 | 13.80648207032700 |
| 2006-04-01 | 13.34124800406300 |
| 2006-05-01 | 13.31983844394730 |
| 2006-06-01 | 13.36065394347950 |
| 2006-07-01 | 13.26566577561880 |
| 2006-08-01 | 13.20680381237680 |
| 2006-09-01 | 13.23220246320710 |
| 2006-10-01 | 13.14759191933160 |
| 2006-11-01 | 13.06478380463370 |
| 2006-12-01 | 12.92408845473620 |
| 2007-01-01 | 13.42810186935020 |
| 2007-02-01 | 13.20315243985310 |
| 2007-03-01 | 13.29373274558350 |
| 2007-04-01 | 13.07040792918150 |
| 2007-05-01 | 13.02214488738920 |
| 2007-06-01 | 13.06215779623070 |
| 2007-07-01 | 13.07708363132710 |
| 2007-08-01 | 12.98499865680330 |
| 2007-09-01 | 12.93252386655270 |
| 2007-10-01 | 12.75170694324560 |
| 2007-11-01 | 12.91827341392290 |
| 2007-12-01 | 12.82893161749510 |
| 2008-01-01 | 12.83722309619490 |
| 2008-02-01 | 12.82602252343270 |
| 2008-03-01 | 12.79685374139260 |
| 2008-04-01 | 12.88273960367530 |
| 2008-05-01 | 13.01372400165740 |
| 2008-06-01 | 12.95994382468650 |
| 2008-07-01 | 12.97834803655380 |
| 2008-08-01 | 13.06199556557620 |
| 2008-09-01 | 13.02512256490700 |
| 2008-10-01 | 13.15404096882940 |
| 2008-11-01 | 13.07209303017240 |
| 2008-12-01 | 13.04212802432780 |
| 2009-01-01 | 12.86523546788850 |
| 2009-02-01 | 12.75415515191690 |
| 2009-03-01 | 12.42352147464740 |
| 2009-04-01 | 12.67600046031210 |
| 2009-05-01 | 12.59641431987580 |
| 2009-06-01 | 12.46641486652880 |
| 2009-07-01 | 12.58216611317120 |
| 2009-08-01 | 12.45210231922150 |
| 2009-09-01 | 12.21663574665470 |
| 2009-10-01 | 12.23613914533880 |
| 2009-11-01 | 12.25462142500290 |
| 2009-12-01 | 12.36100879546260 |
| 2010-01-01 | 11.96351057234010 |
| 2010-02-01 | 11.94647084098240 |
| 2010-03-01 | 11.94582760375160 |
| 2010-04-01 | 11.87058827961830 |
| 2010-05-01 | 11.79688274442640 |
| 2010-06-01 | 11.78223866014840 |
| 2010-07-01 | 11.58303386075170 |
| 2010-08-01 | 11.65276183568500 |
| 2010-09-01 | 11.71486255483890 |
| 2010-10-01 | 11.63143567603360 |
| 2010-11-01 | 11.55636290122280 |
| 2010-12-01 | 11.46925572434760 |
| 2011-01-01 | 11.44475726126490 |
| 2011-02-01 | 11.41687177400710 |
| 2011-03-01 | 11.45493887405520 |
| 2011-04-01 | 11.78038902151230 |
| 2011-05-01 | 11.80589065644760 |
| 2011-06-01 | 11.69406540748100 |
| 2011-07-01 | 11.57895154625940 |
| 2011-08-01 | 11.55145203311030 |
| 2011-09-01 | 11.71558630407980 |
| 2011-10-01 | 11.62453249840180 |
| 2011-11-01 | 11.67179286033880 |
| 2011-12-01 | 11.66852524827900 |
| 2012-01-01 | 11.71780457770010 |
| 2012-02-01 | 11.89030049348720 |
| 2012-03-01 | 11.96492491894050 |
| 2012-04-01 | 12.10275788574460 |
| 2012-05-01 | 12.13135462137890 |
| 2012-06-01 | 12.11576493129380 |
| 2012-07-01 | 12.15417943436740 |
| 2012-08-01 | 12.14985633149210 |
| 2012-09-01 | 12.01387851578350 |
| 2012-10-01 | 12.02499843979360 |
| 2012-11-01 | 11.97959531038000 |
| 2012-12-01 | 11.95161172430890 |
| 2013-01-01 | 12.08886789030890 |
| 2013-02-01 | 12.06111673146150 |
| 2013-03-01 | 12.07501187350310 |
| 2013-04-01 | 11.72582889798350 |
| 2013-05-01 | 11.66101310695340 |
| 2013-06-01 | 11.66380685315780 |
| 2013-07-01 | 11.73555904070570 |
| 2013-08-01 | 11.75657446717960 |
| 2013-09-01 | 11.71680173303760 |
| 2013-10-01 | 11.71530642681220 |
| 2013-11-01 | 11.68289394457780 |
| 2013-12-01 | 11.72581676905980 |
| 2014-01-01 | 11.54744844722200 |
| 2014-02-01 | 11.53976920818070 |
| 2014-03-01 | 11.48207245529570 |
| 2014-04-01 | 11.34831015016850 |
| 2014-05-01 | 11.38548924434820 |
| 2014-06-01 | 11.41153711218050 |
| 2014-07-01 | 11.31020469429940 |
| 2014-08-01 | 11.36440388261580 |
| 2014-09-01 | 11.31857437919140 |
| 2014-10-01 | 11.40054809436260 |
| 2014-11-01 | 11.36717922317210 |
| 2014-12-01 | 11.39958942964520 |
| 2015-01-01 | 11.53629304856760 |
| 2015-02-01 | 11.44620747152120 |
| 2015-03-01 | 11.40214553103870 |
| 2015-04-01 | 11.25959492773910 |
| 2015-05-01 | 11.09935952902740 |
| 2015-06-01 | 10.94004257338800 |
| 2015-07-01 | 10.89609995606120 |
| 2015-08-01 | 10.67387903743350 |
| 2015-09-01 | 10.62086902265360 |
| 2015-10-01 | 10.38663088598140 |
| 2015-11-01 | 10.25560849123810 |
| 2015-12-01 | 10.09822307847990 |
| 2016-01-01 | 9.90902139732953 |
| 2016-02-01 | 9.73807528972724 |
| 2016-03-01 | 9.58912143581636 |
| 2016-04-01 | 9.55063416558998 |
| 2016-05-01 | 9.40174158810030 |
| 2016-06-01 | 9.25791706982982 |
| 2016-07-01 | 9.21332397750790 |
| 2016-08-01 | 9.19878504626042 |
| 2016-09-01 | 9.12599852294266 |
| 2016-10-01 | 8.77850474303466 |
| 2016-11-01 | 8.64554812425684 |
| 2016-12-01 | 8.61571536209549 |
| 2017-01-01 | 8.38715310606284 |
| 2017-02-01 | 8.33014898587231 |
| 2017-03-01 | 8.27406896085765 |
| 2017-04-01 | 8.23896992581784 |
| 2017-05-01 | 8.29777185942309 |
| 2017-06-01 | 8.26499580941664 |
| 2017-07-01 | 8.21963062985331 |
| 2017-08-01 | 8.21014468573009 |
| 2017-09-01 | 8.24559287932770 |
| 2017-10-01 | 8.27763756556256 |
| 2017-11-01 | 8.24208458733523 |
| 2017-12-01 | 8.12937954045937 |
| 2018-01-01 | 8.07248417549146 |
| 2018-02-01 | 8.02352203729336 |
| 2018-03-01 | 7.96185788786902 |
| 2018-04-01 | 7.93708356083690 |
| 2018-05-01 | 7.79443121021718 |
| 2018-06-01 | 7.77189813780496 |
| 2018-07-01 | 7.52566708194386 |
| 2018-08-01 | 7.61962850624775 |
| 2018-09-01 | 7.57173067226152 |
| 2018-10-01 | 7.48216500229493 |
| 2018-11-01 | 7.44165493663798 |
| 2018-12-01 | 7.44542449957651 |
| 2019-01-01 | 7.04852419577480 |
| 2019-02-01 | 6.99391682971017 |
| 2019-03-01 | 6.92719701945787 |
| 2019-04-01 | 6.93185157480868 |
| 2019-05-01 | 6.89654214436208 |
| 2019-06-01 | 6.88325906029914 |
| 2019-07-01 | 6.83878593198941 |
| 2019-08-01 | 6.83009730398350 |
| 2019-09-01 | 6.79598925194984 |
| 2019-10-01 | 6.88677488613857 |
| 2019-11-01 | 6.84996102285919 |
| 2019-12-01 | 6.75315547901671 |
| 2020-01-01 | 6.83054970954163 |
| 2020-02-01 | 6.76864062028241 |
| 2020-03-01 | 6.80178552049559 |
| 2020-04-01 | 6.33099215459427 |
| 2020-05-01 | 6.39852184288919 |
| 2020-06-01 | 6.39984506692504 |
| 2020-07-01 | 6.44889904027276 |
| 2020-08-01 | 6.44031937781868 |
| 2020-09-01 | 6.41813019895183 |
| 2020-10-01 | 6.38737924741994 |
| 2020-11-01 | 6.35442149233969 |
| 2020-12-01 | 6.35543951472681 |
| 2021-01-01 | 6.31486108600153 |
| 2021-02-01 | 6.34913158026809 |
| 2021-03-01 | 6.37766788393428 |
| 2021-04-01 | 6.32807801996780 |
| 2021-05-01 | 6.30031409356267 |
| 2021-06-01 | 6.21522721240664 |
| 2021-07-01 | 6.35300436932496 |
| 2021-08-01 | 6.24521995796579 |
| 2021-09-01 | 6.22740595638339 |
| 2021-10-01 | 6.18830081317573 |
| 2021-11-01 | 6.26342997265651 |
| 2021-12-01 | 6.25588530205039 |
| 2022-01-01 | 6.31231582317883 |
| 2022-02-01 | 6.33883845965191 |
| 2022-03-01 | 6.26026879063241 |
| 2022-04-01 | 6.32167516258501 |
| 2022-05-01 | 6.29778952367456 |
| 2022-06-01 | 6.32341569759576 |
| 2022-07-01 | 6.35755027009095 |
| 2022-08-01 | 6.24996360353681 |
| 2022-09-01 | 6.42935932964254 |
| 2022-10-01 | 6.59023015312898 |
| 2022-11-01 | 6.56797367601500 |
| 2022-12-01 | 6.66462301361410 |
| 2023-01-01 | 6.61539472842993 |
| 2023-02-01 | 6.63684106404815 |
| 2023-03-01 | 6.65595994517081 |
| 2023-04-01 | 6.50769271658612 |
| 2023-05-01 | 6.59552172956444 |
| 2023-06-01 | 6.52143459937496 |
| 2023-07-01 | 6.55918248570344 |
| 2023-08-01 | 6.54932208099416 |
| 2023-09-01 | 6.51566864270392 |
| 2023-10-01 | 6.59455892115055 |
| 2023-11-01 | 6.58038401325488 |
| 2023-12-01 | 6.58198004171718 |
| 2024-01-01 | 6.52189302565836 |
| 2024-02-01 | 6.43652142652005 |
| 2024-03-01 | 6.44879235300244 |
| 2024-04-01 | 6.49573441732039 |
| 2024-05-01 | 6.29008926732464 |
| 2024-06-01 | 6.41280084598651 |
| 2024-07-01 | 6.36706051210186 |
| 2024-08-01 | 6.45083022714665 |
| 2024-09-01 | 6.39609183466423 |
| 2024-10-01 | 6.19897753687958 |
| 2024-11-01 | 6.18876455787230 |
| 2024-12-01 | 6.20267096758527 |
| 2025-01-01 | 6.42718485508921 |
| 2025-02-01 | 6.34315982496609 |
| 2025-03-01 | 6.34784364044617 |
| 2025-04-01 | 6.38498813841103 |
| 2025-05-01 | 6.38438526639702 |
| 2025-06-01 | 6.40179867638383 |
| 2025-07-01 | 6.36734870040580 |
| 2025-08-01 | 6.34922753077669 |
| 2025-09-01 | 6.37827316434217 |
| 2025-10-01 | 6.30487996427254 |
| 2025-11-01 | 6.29743835320799 |
| 2025-12-01 | 6.22024866115793 |
| 2026-01-01 | 6.23203974037736 |
| 2026-02-01 | 6.24684304895521 |
| 2026-03-01 | 6.24580183578763 |