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 2026-07-01 |
| Last Updated | 2026-08-21 7:02 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 | 13.65170785071410 |
| 1990-02-01 | 13.76903451042500 |
| 1990-03-01 | 13.77103041005040 |
| 1990-04-01 | 13.72023207341290 |
| 1990-05-01 | 13.67422581758100 |
| 1990-06-01 | 13.57462981744480 |
| 1990-07-01 | 13.55287425315620 |
| 1990-08-01 | 13.58956773780540 |
| 1990-09-01 | 13.46026342987950 |
| 1990-10-01 | 13.42764249620130 |
| 1990-11-01 | 13.46968871823180 |
| 1990-12-01 | 13.35620935144800 |
| 1991-01-01 | 13.03051841496910 |
| 1991-02-01 | 12.85092618817300 |
| 1991-03-01 | 12.75782465750830 |
| 1991-04-01 | 12.81869157731220 |
| 1991-05-01 | 12.77331965917580 |
| 1991-06-01 | 12.68707664032620 |
| 1991-07-01 | 12.65313400538790 |
| 1991-08-01 | 12.70857356312280 |
| 1991-09-01 | 12.67483434271920 |
| 1991-10-01 | 12.74995585198510 |
| 1991-11-01 | 12.66422406645280 |
| 1991-12-01 | 12.56072299946780 |
| 1992-01-01 | 12.60638175042520 |
| 1992-02-01 | 12.53746720248410 |
| 1992-03-01 | 12.44983330192860 |
| 1992-04-01 | 12.02541772198420 |
| 1992-05-01 | 12.06503749584270 |
| 1992-06-01 | 12.08787956965170 |
| 1992-07-01 | 11.85277531024600 |
| 1992-08-01 | 11.74248930196100 |
| 1992-09-01 | 11.70447920213090 |
| 1992-10-01 | 11.57528298499730 |
| 1992-11-01 | 11.45146549155090 |
| 1992-12-01 | 11.46571553342520 |
| 1993-01-01 | 11.35526145955000 |
| 1993-02-01 | 11.29722261528200 |
| 1993-03-01 | 11.21816316401530 |
| 1993-04-01 | 11.23740299890870 |
| 1993-05-01 | 11.26583554665410 |
| 1993-06-01 | 11.20163423631100 |
| 1993-07-01 | 11.84522772717620 |
| 1993-08-01 | 11.66939943391790 |
| 1993-09-01 | 11.73499832115850 |
| 1993-10-01 | 11.39399446456040 |
| 1993-11-01 | 11.33038992181720 |
| 1993-12-01 | 11.35793729708910 |
| 1994-01-01 | 11.32694437858980 |
| 1994-02-01 | 11.28211947027270 |
| 1994-03-01 | 11.31218747379720 |
| 1994-04-01 | 11.35532490538370 |
| 1994-05-01 | 11.25167532755930 |
| 1994-06-01 | 11.31064774173110 |
| 1994-07-01 | 11.34685420460330 |
| 1994-08-01 | 11.39961145621980 |
| 1994-09-01 | 11.37379100775700 |
| 1994-10-01 | 11.20868748093000 |
| 1994-11-01 | 11.29873747573420 |
| 1994-12-01 | 11.24628271716600 |
| 1995-01-01 | 11.19956104226670 |
| 1995-02-01 | 11.26601364804550 |
| 1995-03-01 | 11.20315701433860 |
| 1995-04-01 | 11.05932075455270 |
| 1995-05-01 | 11.14762875053890 |
| 1995-06-01 | 11.14046612005850 |
| 1995-07-01 | 10.96287603297860 |
| 1995-08-01 | 10.91575973183650 |
| 1995-09-01 | 10.90805714293820 |
| 1995-10-01 | 11.11287867070600 |
| 1995-11-01 | 11.06352229495100 |
| 1995-12-01 | 11.02583978253390 |
| 1996-01-01 | 11.08027237550000 |
| 1996-02-01 | 11.05214181233170 |
| 1996-03-01 | 11.10946920773260 |
| 1996-04-01 | 10.95537285625180 |
| 1996-05-01 | 10.94165236132840 |
| 1996-06-01 | 10.77731302506840 |
| 1996-07-01 | 11.07679953122960 |
| 1996-08-01 | 11.01431444097250 |
| 1996-09-01 | 11.03225274609320 |
| 1996-10-01 | 11.11512186079050 |
| 1996-11-01 | 11.13788944874630 |
| 1996-12-01 | 11.11062431711790 |
| 1997-01-01 | 11.16836479996060 |
| 1997-02-01 | 11.04904607385330 |
| 1997-03-01 | 11.02084866454370 |
| 1997-04-01 | 11.13067720980660 |
| 1997-05-01 | 11.34039338203600 |
| 1997-06-01 | 11.19893252484310 |
| 1997-07-01 | 11.28410656936460 |
| 1997-08-01 | 11.30688650066630 |
| 1997-09-01 | 11.34132738151320 |
| 1997-10-01 | 11.32351956340010 |
| 1997-11-01 | 11.43613915729350 |
| 1997-12-01 | 11.40085725805690 |
| 1998-01-01 | 11.36179270073630 |
| 1998-02-01 | 11.45166502097190 |
| 1998-03-01 | 11.44891089212660 |
| 1998-04-01 | 10.79954993483870 |
| 1998-05-01 | 10.73003634858390 |
| 1998-06-01 | 10.72000607432450 |
| 1998-07-01 | 10.58898257423160 |
| 1998-08-01 | 10.70082776092290 |
| 1998-09-01 | 10.63192090501710 |
| 1998-10-01 | 10.74288305838270 |
| 1998-11-01 | 10.65995657571750 |
| 1998-12-01 | 10.71783891061440 |
| 1999-01-01 | 10.55114087230040 |
| 1999-02-01 | 10.53534540169530 |
| 1999-03-01 | 10.45315087556740 |
| 1999-04-01 | 10.36105614871270 |
| 1999-05-01 | 10.21540057624530 |
| 1999-06-01 | 10.22788939284410 |
| 1999-07-01 | 10.28638824012550 |
| 1999-08-01 | 10.29891813915230 |
| 1999-09-01 | 10.22498963684100 |
| 1999-10-01 | 10.04712751118400 |
| 1999-11-01 | 10.09074113122760 |
| 1999-12-01 | 10.04468512431710 |
| 2000-01-01 | 10.05376124376050 |
| 2000-02-01 | 9.91833205579938 |
| 2000-03-01 | 9.95429521954141 |
| 2000-04-01 | 10.13735499325060 |
| 2000-05-01 | 10.29538892485940 |
| 2000-06-01 | 10.42325010661370 |
| 2000-07-01 | 9.87968119872513 |
| 2000-08-01 | 9.99997335636327 |
| 2000-09-01 | 10.11935085092790 |
| 2000-10-01 | 10.74313522466600 |
| 2000-11-01 | 10.81810679479890 |
| 2000-12-01 | 10.86907057153320 |
| 2001-01-01 | 11.28792269246110 |
| 2001-02-01 | 11.23850840051540 |
| 2001-03-01 | 11.48708414043700 |
| 2001-04-01 | 11.10330440679990 |
| 2001-05-01 | 11.26672692450930 |
| 2001-06-01 | 11.20536762479790 |
| 2001-07-01 | 11.14755223666290 |
| 2001-08-01 | 11.20220428791220 |
| 2001-09-01 | 11.12321371282980 |
| 2001-10-01 | 11.01631470629780 |
| 2001-11-01 | 11.04659448596240 |
| 2001-12-01 | 10.98691465088280 |
| 2002-01-01 | 11.00043166233750 |
| 2002-02-01 | 11.04126713329430 |
| 2002-03-01 | 10.97819753649630 |
| 2002-04-01 | 10.99192240017540 |
| 2002-05-01 | 11.06044821341120 |
| 2002-06-01 | 10.98767652781120 |
| 2002-07-01 | 11.04544187810750 |
| 2002-08-01 | 11.01596123036400 |
| 2002-09-01 | 11.02289233028530 |
| 2002-10-01 | 11.19665928186280 |
| 2002-11-01 | 11.17059592541820 |
| 2002-12-01 | 11.08913214598530 |
| 2003-01-01 | 12.23280263631880 |
| 2003-02-01 | 12.26270647069810 |
| 2003-03-01 | 12.28785860794960 |
| 2003-04-01 | 12.27670191110690 |
| 2003-05-01 | 12.25209603074920 |
| 2003-06-01 | 12.24462248838050 |
| 2003-07-01 | 12.33780192728760 |
| 2003-08-01 | 12.32388236378470 |
| 2003-09-01 | 12.33015163179450 |
| 2003-10-01 | 12.37760370437240 |
| 2003-11-01 | 12.30025958527210 |
| 2003-12-01 | 12.27572424738750 |
| 2004-01-01 | 12.23399051771960 |
| 2004-02-01 | 12.15912740366690 |
| 2004-03-01 | 12.25099034674010 |
| 2004-04-01 | 12.59244231735950 |
| 2004-05-01 | 12.58123809859600 |
| 2004-06-01 | 12.61037047350950 |
| 2004-07-01 | 12.74687129853700 |
| 2004-08-01 | 12.72608708945160 |
| 2004-09-01 | 12.72731598481930 |
| 2004-10-01 | 12.79247544818910 |
| 2004-11-01 | 12.60811359363540 |
| 2004-12-01 | 12.65585838701320 |
| 2005-01-01 | 12.42222529205040 |
| 2005-02-01 | 12.46986258717530 |
| 2005-03-01 | 12.42437741118840 |
| 2005-04-01 | 13.21022654026980 |
| 2005-05-01 | 13.10305128251520 |
| 2005-06-01 | 13.27589460024750 |
| 2005-07-01 | 12.95801714461770 |
| 2005-08-01 | 13.02535927089750 |
| 2005-09-01 | 13.12714590942480 |
| 2005-10-01 | 13.11461844542370 |
| 2005-11-01 | 13.20187342627910 |
| 2005-12-01 | 13.13496955095790 |
| 2006-01-01 | 13.73718009988600 |
| 2006-02-01 | 13.79538590590890 |
| 2006-03-01 | 13.80659818853260 |
| 2006-04-01 | 13.34117450539800 |
| 2006-05-01 | 13.31981121681550 |
| 2006-06-01 | 13.36061082679570 |
| 2006-07-01 | 13.26562766228560 |
| 2006-08-01 | 13.20677295177740 |
| 2006-09-01 | 13.23217816778530 |
| 2006-10-01 | 13.14757365722230 |
| 2006-11-01 | 13.06477356136270 |
| 2006-12-01 | 12.92397045952680 |
| 2007-01-01 | 13.42820382155450 |
| 2007-02-01 | 13.20330907914020 |
| 2007-03-01 | 13.29380273122670 |
| 2007-04-01 | 13.07035602202930 |
| 2007-05-01 | 13.02211974077410 |
| 2007-06-01 | 13.06212681319790 |
| 2007-07-01 | 13.07705737537490 |
| 2007-08-01 | 12.98498409528290 |
| 2007-09-01 | 12.93251808883520 |
| 2007-10-01 | 12.75170674651960 |
| 2007-11-01 | 12.91827735919470 |
| 2007-12-01 | 12.82883006723120 |
| 2008-01-01 | 12.83729117545530 |
| 2008-02-01 | 12.82610781513260 |
| 2008-03-01 | 12.79689422926990 |
| 2008-04-01 | 12.88272188518230 |
| 2008-05-01 | 13.01370698126010 |
| 2008-06-01 | 12.95992299009050 |
| 2008-07-01 | 12.97832808499980 |
| 2008-08-01 | 13.06198867087090 |
| 2008-09-01 | 13.02512297903540 |
| 2008-10-01 | 13.15404574910190 |
| 2008-11-01 | 13.07209958579630 |
| 2008-12-01 | 13.04206094142420 |
| 2009-01-01 | 12.86527049557640 |
| 2009-02-01 | 12.75419640406980 |
| 2009-03-01 | 12.42353943015760 |
| 2009-04-01 | 12.67599805854930 |
| 2009-05-01 | 12.59641124963790 |
| 2009-06-01 | 12.46640672625420 |
| 2009-07-01 | 12.58215297949300 |
| 2009-08-01 | 12.45209855887920 |
| 2009-09-01 | 12.21663589100300 |
| 2009-10-01 | 12.23614193903000 |
| 2009-11-01 | 12.25462629846710 |
| 2009-12-01 | 12.36098222319370 |
| 2010-01-01 | 11.96351802102750 |
| 2010-02-01 | 11.94647814822200 |
| 2010-03-01 | 11.94583840919200 |
| 2010-04-01 | 11.87059250445120 |
| 2010-05-01 | 11.79688801228190 |
| 2010-06-01 | 11.78223678869810 |
| 2010-07-01 | 11.58302606528640 |
| 2010-08-01 | 11.65275970539900 |
| 2010-09-01 | 11.71486132314470 |
| 2010-10-01 | 11.63143498035670 |
| 2010-11-01 | 11.55636250441820 |
| 2010-12-01 | 11.46925249944480 |
| 2011-01-01 | 11.44475698836020 |
| 2011-02-01 | 11.41687187714880 |
| 2011-03-01 | 11.45494339945220 |
| 2011-04-01 | 11.78039110052360 |
| 2011-05-01 | 11.80589654814250 |
| 2011-06-01 | 11.69406479783250 |
| 2011-07-01 | 11.57894679535760 |
| 2011-08-01 | 11.55145034244180 |
| 2011-09-01 | 11.71558490583980 |
| 2011-10-01 | 11.62453154601110 |
| 2011-11-01 | 11.67179230585920 |
| 2011-12-01 | 11.66852611785060 |
| 2012-01-01 | 11.71780627128740 |
| 2012-02-01 | 11.89029913454040 |
| 2012-03-01 | 11.96492702728110 |
| 2012-04-01 | 12.10275888550510 |
| 2012-05-01 | 12.13136067732490 |
| 2012-06-01 | 12.11576341176150 |
| 2012-07-01 | 12.15417489313330 |
| 2012-08-01 | 12.14985289783010 |
| 2012-09-01 | 12.01387553436770 |
| 2012-10-01 | 12.02499655625070 |
| 2012-11-01 | 11.97959476180950 |
| 2012-12-01 | 11.95161782670980 |
| 2013-01-01 | 12.08887303364630 |
| 2013-02-01 | 12.06111608154390 |
| 2013-03-01 | 12.07501285162290 |
| 2013-04-01 | 11.72582962807360 |
| 2013-05-01 | 11.66101772895650 |
| 2013-06-01 | 11.66380491073460 |
| 2013-07-01 | 11.73555541773040 |
| 2013-08-01 | 11.75656418807440 |
| 2013-09-01 | 11.71679393837230 |
| 2013-10-01 | 11.71530287832300 |
| 2013-11-01 | 11.68289113167740 |
| 2013-12-01 | 11.72584911819070 |
| 2014-01-01 | 11.54745320596520 |
| 2014-02-01 | 11.53976615764040 |
| 2014-03-01 | 11.48207073157640 |
| 2014-04-01 | 11.34830731014660 |
| 2014-05-01 | 11.38548854802370 |
| 2014-06-01 | 11.41153112720910 |
| 2014-07-01 | 11.31019879584400 |
| 2014-08-01 | 11.36438854399800 |
| 2014-09-01 | 11.31856702061110 |
| 2014-10-01 | 11.40053850046390 |
| 2014-11-01 | 11.36718146177910 |
| 2014-12-01 | 11.39965577515930 |
| 2015-01-01 | 11.53630423009550 |
| 2015-02-01 | 11.44620698546990 |
| 2015-03-01 | 11.40214022462340 |
| 2015-04-01 | 11.25958167657030 |
| 2015-05-01 | 11.09934170904560 |
| 2015-06-01 | 10.94002022716960 |
| 2015-07-01 | 10.89607793864400 |
| 2015-08-01 | 10.67385613012190 |
| 2015-09-01 | 10.62086600644980 |
| 2015-10-01 | 10.38662833022930 |
| 2015-11-01 | 10.25563527833050 |
| 2015-12-01 | 10.09833884214120 |
| 2016-01-01 | 9.90903127702952 |
| 2016-02-01 | 9.73807508648496 |
| 2016-03-01 | 9.58911260235416 |
| 2016-04-01 | 9.55060734332812 |
| 2016-05-01 | 9.40169945714442 |
| 2016-06-01 | 9.25786902690065 |
| 2016-07-01 | 9.21327208745117 |
| 2016-08-01 | 9.19873672610499 |
| 2016-09-01 | 9.12597105189827 |
| 2016-10-01 | 8.77863086017648 |
| 2016-11-01 | 8.64557132362897 |
| 2016-12-01 | 8.61582429377449 |
| 2017-01-01 | 8.38717108138654 |
| 2017-02-01 | 8.33018381418980 |
| 2017-03-01 | 8.27412147508775 |
| 2017-04-01 | 8.23886016766429 |
| 2017-05-01 | 8.29767184374797 |
| 2017-06-01 | 8.26491300357589 |
| 2017-07-01 | 8.21955641480250 |
| 2017-08-01 | 8.21008546867146 |
| 2017-09-01 | 8.24555808212926 |
| 2017-10-01 | 8.27789605859509 |
| 2017-11-01 | 8.24211244109484 |
| 2017-12-01 | 8.12949005778178 |
| 2018-01-01 | 8.07250606481594 |
| 2018-02-01 | 8.02358240365580 |
| 2018-03-01 | 7.96195860064127 |
| 2018-04-01 | 7.93688486368538 |
| 2018-05-01 | 7.79426814131529 |
| 2018-06-01 | 7.77179350825160 |
| 2018-07-01 | 7.52561837278982 |
| 2018-08-01 | 7.61955662866485 |
| 2018-09-01 | 7.57168876529441 |
| 2018-10-01 | 7.48252091588409 |
| 2018-11-01 | 7.44167699872567 |
| 2018-12-01 | 7.44550296660541 |
| 2019-01-01 | 7.04855722613916 |
| 2019-02-01 | 6.99399248410607 |
| 2019-03-01 | 6.92731351932141 |
| 2019-04-01 | 6.93157517932706 |
| 2019-05-01 | 6.89631413909742 |
| 2019-06-01 | 6.88312757533117 |
| 2019-07-01 | 6.83876147009747 |
| 2019-08-01 | 6.83019106891869 |
| 2019-09-01 | 6.79597633422552 |
| 2019-10-01 | 6.88717282261581 |
| 2019-11-01 | 6.84997645330732 |
| 2019-12-01 | 6.75317844989513 |
| 2020-01-01 | 6.83052114133913 |
| 2020-02-01 | 6.76862764275475 |
| 2020-03-01 | 6.80179075826635 |
| 2020-04-01 | 6.33083363744008 |
| 2020-05-01 | 6.39823563729002 |
| 2020-06-01 | 6.39972440354741 |
| 2020-07-01 | 6.44897342266632 |
| 2020-08-01 | 6.44064638823450 |
| 2020-09-01 | 6.41818326342719 |
| 2020-10-01 | 6.38776985414641 |
| 2020-11-01 | 6.35430885431143 |
| 2020-12-01 | 6.35526115920029 |
| 2021-01-01 | 6.31468290627750 |
| 2021-02-01 | 6.34901355748551 |
| 2021-03-01 | 6.37759650803874 |
| 2021-04-01 | 6.32830165299914 |
| 2021-05-01 | 6.30001257985489 |
| 2021-06-01 | 6.21503568788059 |
| 2021-07-01 | 6.35294946000920 |
| 2021-08-01 | 6.24590904407206 |
| 2021-09-01 | 6.22831009629859 |
| 2021-10-01 | 6.18865990650831 |
| 2021-11-01 | 6.26283891759326 |
| 2021-12-01 | 6.25472824015042 |
| 2022-01-01 | 6.31148057199524 |
| 2022-02-01 | 6.33872040655468 |
| 2022-03-01 | 6.26037493944285 |
| 2022-04-01 | 6.32273143887411 |
| 2022-05-01 | 6.29789606720030 |
| 2022-06-01 | 6.32350081565391 |
| 2022-07-01 | 6.35764088532075 |
| 2022-08-01 | 6.25111258414510 |
| 2022-09-01 | 6.43117438816476 |
| 2022-10-01 | 6.59018799631444 |
| 2022-11-01 | 6.56621542928004 |
| 2022-12-01 | 6.66149598479126 |
| 2023-01-01 | 6.61238781816475 |
| 2023-02-01 | 6.63486739322645 |
| 2023-03-01 | 6.66137050008691 |
| 2023-04-01 | 6.51014408494961 |
| 2023-05-01 | 6.59572080705296 |
| 2023-06-01 | 6.52141948797695 |
| 2023-07-01 | 6.55926822722284 |
| 2023-08-01 | 6.55084219529669 |
| 2023-09-01 | 6.51834135227594 |
| 2023-10-01 | 6.59413142871535 |
| 2023-11-01 | 6.57757393907719 |
| 2023-12-01 | 6.57714250272953 |
| 2024-01-01 | 6.51686556179040 |
| 2024-02-01 | 6.43231780485817 |
| 2024-03-01 | 6.45935428851615 |
| 2024-04-01 | 6.49972809505173 |
| 2024-05-01 | 6.29083655291078 |
| 2024-06-01 | 6.41085728444307 |
| 2024-07-01 | 6.36709928826693 |
| 2024-08-01 | 6.45287626694027 |
| 2024-09-01 | 6.39926534230451 |
| 2024-10-01 | 6.19844166511099 |
| 2024-11-01 | 6.18557134912762 |
| 2024-12-01 | 6.19712754929939 |
| 2025-01-01 | 6.42045155793866 |
| 2025-02-01 | 6.33634122422485 |
| 2025-03-01 | 6.36483974004204 |
| 2025-04-01 | 6.38915585516028 |
| 2025-05-01 | 6.38570316496529 |
| 2025-06-01 | 6.39625859574837 |
| 2025-07-01 | 6.36718530090089 |
| 2025-08-01 | 6.35181176973167 |
| 2025-09-01 | 6.38238390374040 |
| 2025-10-01 | 6.30462138677763 |
| 2025-11-01 | 6.29414213381025 |
| 2025-12-01 | 6.21429909621064 |
| 2026-01-01 | 6.22487310346893 |
| 2026-02-01 | 6.23888039387904 |
| 2026-03-01 | 6.16459986414295 |
| 2026-04-01 | 6.18284833645797 |
| 2026-05-01 | 6.18258313945219 |
| 2026-06-01 | 6.18434840887186 |
| 2026-07-01 | 6.16975097118690 |