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 2026-06-01 |
| Last Updated | 2026-07-22 10:16 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 | 13.65170802271480 |
| 1990-02-01 | 13.76903439771310 |
| 1990-03-01 | 13.77103010499670 |
| 1990-04-01 | 13.72023169744120 |
| 1990-05-01 | 13.67422535190700 |
| 1990-06-01 | 13.57462815243580 |
| 1990-07-01 | 13.55287439121060 |
| 1990-08-01 | 13.58956839869670 |
| 1990-09-01 | 13.46026376278410 |
| 1990-10-01 | 13.42764290743560 |
| 1990-11-01 | 13.46968956916500 |
| 1990-12-01 | 13.35620969885380 |
| 1991-01-01 | 13.03051858713510 |
| 1991-02-01 | 12.85092609557080 |
| 1991-03-01 | 12.75782437464650 |
| 1991-04-01 | 12.81869119638380 |
| 1991-05-01 | 12.77331915868250 |
| 1991-06-01 | 12.68707509986980 |
| 1991-07-01 | 12.65313414909020 |
| 1991-08-01 | 12.70857427567450 |
| 1991-09-01 | 12.67483465902170 |
| 1991-10-01 | 12.74995618318660 |
| 1991-11-01 | 12.66422483345810 |
| 1991-12-01 | 12.56072332548280 |
| 1992-01-01 | 12.60638192615490 |
| 1992-02-01 | 12.53746713863310 |
| 1992-03-01 | 12.44983305549010 |
| 1992-04-01 | 12.02541737939350 |
| 1992-05-01 | 12.06503701812600 |
| 1992-06-01 | 12.08787794882080 |
| 1992-07-01 | 11.85277551212750 |
| 1992-08-01 | 11.74249008792260 |
| 1992-09-01 | 11.70447949071940 |
| 1992-10-01 | 11.57528323909920 |
| 1992-11-01 | 11.45146607254020 |
| 1992-12-01 | 11.46571581082990 |
| 1993-01-01 | 11.35526159987620 |
| 1993-02-01 | 11.29722257773180 |
| 1993-03-01 | 11.21816312462760 |
| 1993-04-01 | 11.23740270383930 |
| 1993-05-01 | 11.26583515134410 |
| 1993-06-01 | 11.20163261806890 |
| 1993-07-01 | 11.84522794955180 |
| 1993-08-01 | 11.66940019159840 |
| 1993-09-01 | 11.73499858474100 |
| 1993-10-01 | 11.39399464404300 |
| 1993-11-01 | 11.33039038420220 |
| 1993-12-01 | 11.35793756412020 |
| 1994-01-01 | 11.32694452541460 |
| 1994-02-01 | 11.28211947178850 |
| 1994-03-01 | 11.31218778419830 |
| 1994-04-01 | 11.35532463163080 |
| 1994-05-01 | 11.25167486425950 |
| 1994-06-01 | 11.31064606024370 |
| 1994-07-01 | 11.34685438166950 |
| 1994-08-01 | 11.39961213826080 |
| 1994-09-01 | 11.37379115968080 |
| 1994-10-01 | 11.20868758865700 |
| 1994-11-01 | 11.29873781704790 |
| 1994-12-01 | 11.24628296863020 |
| 1995-01-01 | 11.19956123035640 |
| 1995-02-01 | 11.26601380050540 |
| 1995-03-01 | 11.20315787571160 |
| 1995-04-01 | 11.05932029997580 |
| 1995-05-01 | 11.14762813622810 |
| 1995-06-01 | 11.14046467008140 |
| 1995-07-01 | 10.96287605325440 |
| 1995-08-01 | 10.91576011698150 |
| 1995-09-01 | 10.90805720201180 |
| 1995-10-01 | 11.11287871046510 |
| 1995-11-01 | 11.06352258735990 |
| 1995-12-01 | 11.02584005932310 |
| 1996-01-01 | 11.08027266086100 |
| 1996-02-01 | 11.05214214197080 |
| 1996-03-01 | 11.10947048926100 |
| 1996-04-01 | 10.95537225705290 |
| 1996-05-01 | 10.94165152547560 |
| 1996-06-01 | 10.77731186380320 |
| 1996-07-01 | 11.07679940409740 |
| 1996-08-01 | 11.01431456402490 |
| 1996-09-01 | 11.03225273097250 |
| 1996-10-01 | 11.11512187928010 |
| 1996-11-01 | 11.13788972483330 |
| 1996-12-01 | 11.11062464439740 |
| 1997-01-01 | 11.16836519607110 |
| 1997-02-01 | 11.04904657504940 |
| 1997-03-01 | 11.02085018012210 |
| 1997-04-01 | 11.13067641138140 |
| 1997-05-01 | 11.34039229440350 |
| 1997-06-01 | 11.19893155544870 |
| 1997-07-01 | 11.28410630073750 |
| 1997-08-01 | 11.30688644593030 |
| 1997-09-01 | 11.34132745081050 |
| 1997-10-01 | 11.32351953058510 |
| 1997-11-01 | 11.43613938677900 |
| 1997-12-01 | 11.40085804155540 |
| 1998-01-01 | 11.36179302174920 |
| 1998-02-01 | 11.45166554038230 |
| 1998-03-01 | 11.44891231924370 |
| 1998-04-01 | 10.79954894139020 |
| 1998-05-01 | 10.73003515266820 |
| 1998-06-01 | 10.72000533607440 |
| 1998-07-01 | 10.58898230744110 |
| 1998-08-01 | 10.70082778249030 |
| 1998-09-01 | 10.63192114124030 |
| 1998-10-01 | 10.74288306963300 |
| 1998-11-01 | 10.65995680802700 |
| 1998-12-01 | 10.71784005559700 |
| 1999-01-01 | 10.55114101322890 |
| 1999-02-01 | 10.53534575744370 |
| 1999-03-01 | 10.45315176716690 |
| 1999-04-01 | 10.36105488148530 |
| 1999-05-01 | 10.21539937229290 |
| 1999-06-01 | 10.22788882710230 |
| 1999-07-01 | 10.28638795979820 |
| 1999-08-01 | 10.29891827688200 |
| 1999-09-01 | 10.22499012679730 |
| 1999-10-01 | 10.04712772842270 |
| 1999-11-01 | 10.09074171021940 |
| 1999-12-01 | 10.04468713960160 |
| 2000-01-01 | 10.05376056934620 |
| 2000-02-01 | 9.91833181199653 |
| 2000-03-01 | 9.95429532729318 |
| 2000-04-01 | 10.13735361161970 |
| 2000-05-01 | 10.29538783299530 |
| 2000-06-01 | 10.42324963893300 |
| 2000-07-01 | 9.87968104293260 |
| 2000-08-01 | 9.99997366127389 |
| 2000-09-01 | 10.11935158657560 |
| 2000-10-01 | 10.74313583002820 |
| 2000-11-01 | 10.81810792030710 |
| 2000-12-01 | 10.86907341073890 |
| 2001-01-01 | 11.28792113101030 |
| 2001-02-01 | 11.23850731862790 |
| 2001-03-01 | 11.48708348439460 |
| 2001-04-01 | 11.10330284385880 |
| 2001-05-01 | 11.26672592704980 |
| 2001-06-01 | 11.20536718343250 |
| 2001-07-01 | 11.14755216952200 |
| 2001-08-01 | 11.20220479155950 |
| 2001-09-01 | 11.12321473476780 |
| 2001-10-01 | 11.01631566528320 |
| 2001-11-01 | 11.04659608722600 |
| 2001-12-01 | 10.98691814869010 |
| 2002-01-01 | 11.00042937562870 |
| 2002-02-01 | 11.04126540119210 |
| 2002-03-01 | 10.97819655989900 |
| 2002-04-01 | 10.99192063583000 |
| 2002-05-01 | 11.06044731448470 |
| 2002-06-01 | 10.98767634122260 |
| 2002-07-01 | 11.04544193230260 |
| 2002-08-01 | 11.01596181636290 |
| 2002-09-01 | 11.02289341747560 |
| 2002-10-01 | 11.19666052556800 |
| 2002-11-01 | 11.17059776048630 |
| 2002-12-01 | 11.08913551011770 |
| 2003-01-01 | 12.23279983833280 |
| 2003-02-01 | 12.26270422151150 |
| 2003-03-01 | 12.28785772209220 |
| 2003-04-01 | 12.27669987627380 |
| 2003-05-01 | 12.25209505305100 |
| 2003-06-01 | 12.24462244742660 |
| 2003-07-01 | 12.33780198040760 |
| 2003-08-01 | 12.32388294940870 |
| 2003-09-01 | 12.33015271605540 |
| 2003-10-01 | 12.37760514228450 |
| 2003-11-01 | 12.30026163780590 |
| 2003-12-01 | 12.27572803083960 |
| 2004-01-01 | 12.23398740868790 |
| 2004-02-01 | 12.15912509386800 |
| 2004-03-01 | 12.25098984370790 |
| 2004-04-01 | 12.59244038005930 |
| 2004-05-01 | 12.58123712492460 |
| 2004-06-01 | 12.61037069407640 |
| 2004-07-01 | 12.74687137761920 |
| 2004-08-01 | 12.72608757579570 |
| 2004-09-01 | 12.72731685843200 |
| 2004-10-01 | 12.79247672836160 |
| 2004-11-01 | 12.60811528264640 |
| 2004-12-01 | 12.65586161741030 |
| 2005-01-01 | 12.42222256205770 |
| 2005-02-01 | 12.46986050979720 |
| 2005-03-01 | 12.42437732348400 |
| 2005-04-01 | 13.21022505088210 |
| 2005-05-01 | 13.10305044261020 |
| 2005-06-01 | 13.27589490220000 |
| 2005-07-01 | 12.95801718593300 |
| 2005-08-01 | 13.02535960229480 |
| 2005-09-01 | 13.12714649669170 |
| 2005-10-01 | 13.11461926835430 |
| 2005-11-01 | 13.20187447463010 |
| 2005-12-01 | 13.13497233981360 |
| 2006-01-01 | 13.73717776577250 |
| 2006-02-01 | 13.79538430541060 |
| 2006-03-01 | 13.80659848350430 |
| 2006-04-01 | 13.34117331154690 |
| 2006-05-01 | 13.31981053586400 |
| 2006-06-01 | 13.36061121019980 |
| 2006-07-01 | 13.26562767709020 |
| 2006-08-01 | 13.20677315403060 |
| 2006-09-01 | 13.23217851384090 |
| 2006-10-01 | 13.14757408136180 |
| 2006-11-01 | 13.06477398593010 |
| 2006-12-01 | 12.92397238499600 |
| 2007-01-01 | 13.42820229099620 |
| 2007-02-01 | 13.20330812207300 |
| 2007-03-01 | 13.29380314967620 |
| 2007-04-01 | 13.07035538242660 |
| 2007-05-01 | 13.02211934226010 |
| 2007-06-01 | 13.06212705149310 |
| 2007-07-01 | 13.07705732514120 |
| 2007-08-01 | 12.98498414367240 |
| 2007-09-01 | 12.93251820542920 |
| 2007-10-01 | 12.75170689901100 |
| 2007-11-01 | 12.91827751381280 |
| 2007-12-01 | 12.82883166097500 |
| 2008-01-01 | 12.83729005367380 |
| 2008-02-01 | 12.82610723416780 |
| 2008-03-01 | 12.79689444953930 |
| 2008-04-01 | 12.88272162029560 |
| 2008-05-01 | 13.01370678720740 |
| 2008-06-01 | 12.95992312718250 |
| 2008-07-01 | 12.97832805445820 |
| 2008-08-01 | 13.06198867787110 |
| 2008-09-01 | 13.02512301294550 |
| 2008-10-01 | 13.15404579863910 |
| 2008-11-01 | 13.07209962931970 |
| 2008-12-01 | 13.04206197246510 |
| 2009-01-01 | 12.86526983944120 |
| 2009-02-01 | 12.75419604077340 |
| 2009-03-01 | 12.42353942671630 |
| 2009-04-01 | 12.67599806128600 |
| 2009-05-01 | 12.59641121919720 |
| 2009-06-01 | 12.46640674526020 |
| 2009-07-01 | 12.58215298711090 |
| 2009-08-01 | 12.45209856492090 |
| 2009-09-01 | 12.21663589133920 |
| 2009-10-01 | 12.23614193178320 |
| 2009-11-01 | 12.25462627096480 |
| 2009-12-01 | 12.36098262857310 |
| 2010-01-01 | 11.96351787969840 |
| 2010-02-01 | 11.94647808134980 |
| 2010-03-01 | 11.94583835021810 |
| 2010-04-01 | 11.87059245940210 |
| 2010-05-01 | 11.79688795055830 |
| 2010-06-01 | 11.78223680004620 |
| 2010-07-01 | 11.58302607170990 |
| 2010-08-01 | 11.65275972130050 |
| 2010-09-01 | 11.71486133754890 |
| 2010-10-01 | 11.63143499501040 |
| 2010-11-01 | 11.55636251692360 |
| 2010-12-01 | 11.46925255638680 |
| 2011-01-01 | 11.44475697831820 |
| 2011-02-01 | 11.41687188039220 |
| 2011-03-01 | 11.45494338835880 |
| 2011-04-01 | 11.78039108142220 |
| 2011-05-01 | 11.80589649316910 |
| 2011-06-01 | 11.69406480465300 |
| 2011-07-01 | 11.57894679666290 |
| 2011-08-01 | 11.55145035179550 |
| 2011-09-01 | 11.71558491234840 |
| 2011-10-01 | 11.62453154946730 |
| 2011-11-01 | 11.67179230671870 |
| 2011-12-01 | 11.66852610612050 |
| 2012-01-01 | 11.71780631389100 |
| 2012-02-01 | 11.89029914990950 |
| 2012-03-01 | 11.96492702515940 |
| 2012-04-01 | 12.10275887349420 |
| 2012-05-01 | 12.13136061821760 |
| 2012-06-01 | 12.11576341636220 |
| 2012-07-01 | 12.15417490092710 |
| 2012-08-01 | 12.14985291622730 |
| 2012-09-01 | 12.01387555382550 |
| 2012-10-01 | 12.02499657031950 |
| 2012-11-01 | 11.97959476516180 |
| 2012-12-01 | 11.95161774431980 |
| 2013-01-01 | 12.08887310770390 |
| 2013-02-01 | 12.06111607119030 |
| 2013-03-01 | 12.07501282645930 |
| 2013-04-01 | 11.72582960867210 |
| 2013-05-01 | 11.66101768779890 |
| 2013-06-01 | 11.66380493225120 |
| 2013-07-01 | 11.73555545928200 |
| 2013-08-01 | 11.75656427370790 |
| 2013-09-01 | 11.71679398208370 |
| 2013-10-01 | 11.71530291431910 |
| 2013-11-01 | 11.68289114728490 |
| 2013-12-01 | 11.72584875060320 |
| 2014-01-01 | 11.54745330169190 |
| 2014-02-01 | 11.53976611614510 |
| 2014-03-01 | 11.48207069354120 |
| 2014-04-01 | 11.34830733391350 |
| 2014-05-01 | 11.38548861793300 |
| 2014-06-01 | 11.41153127657620 |
| 2014-07-01 | 11.31019894255240 |
| 2014-08-01 | 11.36438868321350 |
| 2014-09-01 | 11.31856695883900 |
| 2014-10-01 | 11.40053847183660 |
| 2014-11-01 | 11.36718158353990 |
| 2014-12-01 | 11.39965497238940 |
| 2015-01-01 | 11.53630417658310 |
| 2015-02-01 | 11.44620687139830 |
| 2015-03-01 | 11.40214021613570 |
| 2015-04-01 | 11.25958180590480 |
| 2015-05-01 | 11.09934191793670 |
| 2015-06-01 | 10.94002045966860 |
| 2015-07-01 | 10.89607939893560 |
| 2015-08-01 | 10.67385603057100 |
| 2015-09-01 | 10.62086546862950 |
| 2015-10-01 | 10.38662780393090 |
| 2015-11-01 | 10.25563500394220 |
| 2015-12-01 | 10.09833728686980 |
| 2016-01-01 | 9.90903162924249 |
| 2016-02-01 | 9.73807540194633 |
| 2016-03-01 | 9.58911290786814 |
| 2016-04-01 | 9.55060766808518 |
| 2016-05-01 | 9.40169971656611 |
| 2016-06-01 | 9.25786917060315 |
| 2016-07-01 | 9.21327441586788 |
| 2016-08-01 | 9.19873663923512 |
| 2016-09-01 | 9.12597071910530 |
| 2016-10-01 | 8.77862753713936 |
| 2016-11-01 | 8.64557166265670 |
| 2016-12-01 | 8.61582170559604 |
| 2017-01-01 | 8.38717249306384 |
| 2017-02-01 | 8.33018507961653 |
| 2017-03-01 | 8.27412240500770 |
| 2017-04-01 | 8.23886096470613 |
| 2017-05-01 | 8.29767215921989 |
| 2017-06-01 | 8.26491288717534 |
| 2017-07-01 | 8.21955914374344 |
| 2017-08-01 | 8.21008505693203 |
| 2017-09-01 | 8.24555755470740 |
| 2017-10-01 | 8.27788957761870 |
| 2017-11-01 | 8.24211230207383 |
| 2017-12-01 | 8.12948589741051 |
| 2018-01-01 | 8.07250869471690 |
| 2018-02-01 | 8.02358559633133 |
| 2018-03-01 | 7.96196211914632 |
| 2018-04-01 | 7.93688915351315 |
| 2018-05-01 | 7.79427219220728 |
| 2018-06-01 | 7.77178622853380 |
| 2018-07-01 | 7.52561809162652 |
| 2018-08-01 | 7.61955783718588 |
| 2018-09-01 | 7.57168888310727 |
| 2018-10-01 | 7.48251198907305 |
| 2018-11-01 | 7.44167621513735 |
| 2018-12-01 | 7.44549755521918 |
| 2019-01-01 | 7.04855997402295 |
| 2019-02-01 | 6.99399676908456 |
| 2019-03-01 | 6.92731885694746 |
| 2019-04-01 | 6.93158201377431 |
| 2019-05-01 | 6.89632138018981 |
| 2019-06-01 | 6.88311598291667 |
| 2019-07-01 | 6.83876144783789 |
| 2019-08-01 | 6.83019364879534 |
| 2019-09-01 | 6.79598159292346 |
| 2019-10-01 | 6.88715702549708 |
| 2019-11-01 | 6.84997499613791 |
| 2019-12-01 | 6.75317088506307 |
| 2020-01-01 | 6.83051879452360 |
| 2020-02-01 | 6.76862529934004 |
| 2020-03-01 | 6.80178900659554 |
| 2020-04-01 | 6.33087161898483 |
| 2020-05-01 | 6.39823927212822 |
| 2020-06-01 | 6.39970619090577 |
| 2020-07-01 | 6.44897423219851 |
| 2020-08-01 | 6.44065382840171 |
| 2020-09-01 | 6.41819562653490 |
| 2020-10-01 | 6.38774829990693 |
| 2020-11-01 | 6.35430389310311 |
| 2020-12-01 | 6.35524605539614 |
| 2021-01-01 | 6.31467167300543 |
| 2021-02-01 | 6.34900622959000 |
| 2021-03-01 | 6.37759456434162 |
| 2021-04-01 | 6.32837635318960 |
| 2021-05-01 | 6.30002108439799 |
| 2021-06-01 | 6.21501182987036 |
| 2021-07-01 | 6.35293177148531 |
| 2021-08-01 | 6.24589792894589 |
| 2021-09-01 | 6.22832835336769 |
| 2021-10-01 | 6.18866232287701 |
| 2021-11-01 | 6.26282100468553 |
| 2021-12-01 | 6.25467005387303 |
| 2022-01-01 | 6.31146654572176 |
| 2022-02-01 | 6.33876407071447 |
| 2022-03-01 | 6.26041524816263 |
| 2022-04-01 | 6.32286559770968 |
| 2022-05-01 | 6.29790972610604 |
| 2022-06-01 | 6.32344824685869 |
| 2022-07-01 | 6.35755428329120 |
| 2022-08-01 | 6.25102004239290 |
| 2022-09-01 | 6.43113395329888 |
| 2022-10-01 | 6.59019188884230 |
| 2022-11-01 | 6.56619813814284 |
| 2022-12-01 | 6.66144416518841 |
| 2023-01-01 | 6.61245061343312 |
| 2023-02-01 | 6.63504550600120 |
| 2023-03-01 | 6.66151043860386 |
| 2023-04-01 | 6.51032641103776 |
| 2023-05-01 | 6.59574815272321 |
| 2023-06-01 | 6.52136599850490 |
| 2023-07-01 | 6.55894734327333 |
| 2023-08-01 | 6.55056120182331 |
| 2023-09-01 | 6.51818038365135 |
| 2023-10-01 | 6.59413010659287 |
| 2023-11-01 | 6.57760429721367 |
| 2023-12-01 | 6.57719196302811 |
| 2024-01-01 | 6.51704308936506 |
| 2024-02-01 | 6.43259436661378 |
| 2024-03-01 | 6.45954497812254 |
| 2024-04-01 | 6.49990937998300 |
| 2024-05-01 | 6.29080917654094 |
| 2024-06-01 | 6.41068284119819 |
| 2024-07-01 | 6.36716749811508 |
| 2024-08-01 | 6.45233471528503 |
| 2024-09-01 | 6.39889757905325 |
| 2024-10-01 | 6.19835367261034 |
| 2024-11-01 | 6.18560974986918 |
| 2024-12-01 | 6.19727271863953 |
| 2025-01-01 | 6.42073826026563 |
| 2025-02-01 | 6.33669689786670 |
| 2025-03-01 | 6.36506563795207 |
| 2025-04-01 | 6.38928537448552 |
| 2025-05-01 | 6.38561944265616 |
| 2025-06-01 | 6.39595734165006 |
| 2025-07-01 | 6.36772972044055 |
| 2025-08-01 | 6.35102455114354 |
| 2025-09-01 | 6.38182818070222 |
| 2025-10-01 | 6.30446155363030 |
| 2025-11-01 | 6.29418152072492 |
| 2025-12-01 | 6.21451189251576 |
| 2026-01-01 | 6.22520156570207 |
| 2026-02-01 | 6.23924262185931 |
| 2026-03-01 | 6.16479409523462 |
| 2026-04-01 | 6.18287756965841 |
| 2026-05-01 | 6.18239458141237 |
| 2026-06-01 | 6.18385337333936 |