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 2024-11-01 |
| Last Updated | 2024-12-21 5:32 AM CST |
| 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 | 13.6518128751576990 |
| 1990-02-01 | 13.7690679240715000 |
| 1990-03-01 | 13.7710082920948000 |
| 1990-04-01 | 13.7203367254801980 |
| 1990-05-01 | 13.6741667394574000 |
| 1990-06-01 | 13.5738142973816980 |
| 1990-07-01 | 13.5532358987077000 |
| 1990-08-01 | 13.5898919248588000 |
| 1990-09-01 | 13.4602942837046980 |
| 1990-10-01 | 13.4273500196195010 |
| 1990-11-01 | 13.4697360392070990 |
| 1990-12-01 | 13.3563497386649010 |
| 1991-01-01 | 13.0306230907156980 |
| 1991-02-01 | 12.8509734339044000 |
| 1991-03-01 | 12.7578284217131000 |
| 1991-04-01 | 12.8188089690986990 |
| 1991-05-01 | 12.7732942584676010 |
| 1991-06-01 | 12.6863897433366990 |
| 1991-07-01 | 12.6535374736747000 |
| 1991-08-01 | 12.7089088235356000 |
| 1991-09-01 | 12.6748103405040010 |
| 1991-10-01 | 12.7492105880160000 |
| 1991-11-01 | 12.6642581215650020 |
| 1991-12-01 | 12.5608732423193000 |
| 1992-01-01 | 12.6065573358672000 |
| 1992-02-01 | 12.5376326088821980 |
| 1992-03-01 | 12.4499755524687000 |
| 1992-04-01 | 12.0256408535303000 |
| 1992-05-01 | 12.0651026899955980 |
| 1992-06-01 | 12.0873657190091000 |
| 1992-07-01 | 11.8532359966656990 |
| 1992-08-01 | 11.7428621821769000 |
| 1992-09-01 | 11.7041747554802000 |
| 1992-10-01 | 11.5736412148359980 |
| 1992-11-01 | 11.4515317505477000 |
| 1992-12-01 | 11.4658970950891990 |
| 1993-01-01 | 11.3555200905608020 |
| 1993-02-01 | 11.2975192241268020 |
| 1993-03-01 | 11.2192167985552000 |
| 1993-04-01 | 11.2377570410200000 |
| 1993-05-01 | 11.2660243263438020 |
| 1993-06-01 | 11.2009129725556990 |
| 1993-07-01 | 11.8456717717553030 |
| 1993-08-01 | 11.6696959949466980 |
| 1993-09-01 | 11.7343055660890000 |
| 1993-10-01 | 11.3913437805816000 |
| 1993-11-01 | 11.3302214612375000 |
| 1993-12-01 | 11.3577886954944010 |
| 1994-01-01 | 11.3283599251844010 |
| 1994-02-01 | 11.2819919347262000 |
| 1994-03-01 | 11.3157382930238000 |
| 1994-04-01 | 11.3552047001180000 |
| 1994-05-01 | 11.2521121287594020 |
| 1994-06-01 | 11.3092925839426000 |
| 1994-07-01 | 11.3469092669674010 |
| 1994-08-01 | 11.3995113775024010 |
| 1994-09-01 | 11.3724549149082000 |
| 1994-10-01 | 11.2051022911233000 |
| 1994-11-01 | 11.2982164027016000 |
| 1994-12-01 | 11.2459005910449000 |
| 1995-01-01 | 11.2024295119468000 |
| 1995-02-01 | 11.2660281534639000 |
| 1995-03-01 | 11.2098046635057000 |
| 1995-04-01 | 11.0591230719008990 |
| 1995-05-01 | 11.1485320576214000 |
| 1995-06-01 | 11.1384577871866000 |
| 1995-07-01 | 10.9613664110916000 |
| 1995-08-01 | 10.9145360236266000 |
| 1995-09-01 | 10.9056198544288010 |
| 1995-10-01 | 11.1082761220973010 |
| 1995-11-01 | 11.0622130331478000 |
| 1995-12-01 | 11.0253688314351980 |
| 1996-01-01 | 11.0852464568623020 |
| 1996-02-01 | 11.0535484062389000 |
| 1996-03-01 | 11.1200732007473990 |
| 1996-04-01 | 10.9568050192040000 |
| 1996-05-01 | 10.9405225617340000 |
| 1996-06-01 | 10.7757059402432000 |
| 1996-07-01 | 11.0735427213743020 |
| 1996-08-01 | 11.0111751924035000 |
| 1996-09-01 | 11.0275845158423990 |
| 1996-10-01 | 11.1080032967311000 |
| 1996-11-01 | 11.1348767452019000 |
| 1996-12-01 | 11.1100084651151980 |
| 1997-01-01 | 11.1750647994191000 |
| 1997-02-01 | 11.0534899192365010 |
| 1997-03-01 | 11.0344160890888000 |
| 1997-04-01 | 11.1433892679049990 |
| 1997-05-01 | 11.3356268371211000 |
| 1997-06-01 | 11.1933919622852000 |
| 1997-07-01 | 11.2840157024997990 |
| 1997-08-01 | 11.2952285845124010 |
| 1997-09-01 | 11.3316154558283020 |
| 1997-10-01 | 11.3141413203374000 |
| 1997-11-01 | 11.4329568084310010 |
| 1997-12-01 | 11.3969705872059010 |
| 1998-01-01 | 11.3728773783419000 |
| 1998-02-01 | 11.4618823594435000 |
| 1998-03-01 | 11.4668955296151990 |
| 1998-04-01 | 10.8193477271468020 |
| 1998-05-01 | 10.7233416644473000 |
| 1998-06-01 | 10.7118511791931980 |
| 1998-07-01 | 10.5926946036273000 |
| 1998-08-01 | 10.6817264342928000 |
| 1998-09-01 | 10.6181165531910000 |
| 1998-10-01 | 10.7319132532025990 |
| 1998-11-01 | 10.6570884713227000 |
| 1998-12-01 | 10.7113487670831000 |
| 1999-01-01 | 10.5641700333633000 |
| 1999-02-01 | 10.5498515021366990 |
| 1999-03-01 | 10.4707113173841990 |
| 1999-04-01 | 10.3865301990709000 |
| 1999-05-01 | 10.2092849551871990 |
| 1999-06-01 | 10.2170858704824000 |
| 1999-07-01 | 10.2937999639909990 |
| 1999-08-01 | 10.2733965236220000 |
| 1999-09-01 | 10.2080952791591990 |
| 1999-10-01 | 10.0367884855145990 |
| 1999-11-01 | 10.0893353580219000 |
| 1999-12-01 | 10.0366224503304000 |
| 2000-01-01 | 10.0676000673296980 |
| 2000-02-01 | 9.9351324993925200 |
| 2000-03-01 | 9.9708763023849710 |
| 2000-04-01 | 10.1600613918155000 |
| 2000-05-01 | 10.2904918692890000 |
| 2000-06-01 | 10.4134551592231000 |
| 2000-07-01 | 9.8874245396206600 |
| 2000-08-01 | 9.9749157512667780 |
| 2000-09-01 | 10.1024532129833010 |
| 2000-10-01 | 10.7325935581824990 |
| 2000-11-01 | 10.8169121259322000 |
| 2000-12-01 | 10.8607499900163000 |
| 2001-01-01 | 11.3011175371010000 |
| 2001-02-01 | 11.2572688324684000 |
| 2001-03-01 | 11.5023989652014990 |
| 2001-04-01 | 11.1273954125961990 |
| 2001-05-01 | 11.2634639596156010 |
| 2001-06-01 | 11.1944496219917000 |
| 2001-07-01 | 11.1575002495716000 |
| 2001-08-01 | 11.1755014395655000 |
| 2001-09-01 | 11.1065066823156000 |
| 2001-10-01 | 11.0086876552691010 |
| 2001-11-01 | 11.0470992837517000 |
| 2001-12-01 | 10.9789123821257990 |
| 2002-01-01 | 11.0109351385116000 |
| 2002-02-01 | 11.0569664821000000 |
| 2002-03-01 | 10.9892794887836000 |
| 2002-04-01 | 11.0051270593692000 |
| 2002-05-01 | 11.0605139483860990 |
| 2002-06-01 | 10.9807572353239010 |
| 2002-07-01 | 11.0519945101266010 |
| 2002-08-01 | 10.9978141044746990 |
| 2002-09-01 | 11.0114240365194980 |
| 2002-10-01 | 11.1920348238219000 |
| 2002-11-01 | 11.1710995831829000 |
| 2002-12-01 | 11.0840714279670000 |
| 2003-01-01 | 12.2392865069316000 |
| 2003-02-01 | 12.2747367519706980 |
| 2003-03-01 | 12.2946374320059010 |
| 2003-04-01 | 12.2833550814853000 |
| 2003-05-01 | 12.2543351351906990 |
| 2003-06-01 | 12.2404665049778010 |
| 2003-07-01 | 12.3406207327290000 |
| 2003-08-01 | 12.3128987024984000 |
| 2003-09-01 | 12.3231583089066010 |
| 2003-10-01 | 12.3759851884454020 |
| 2003-11-01 | 12.3009478427011980 |
| 2003-12-01 | 12.2737841353573010 |
| 2004-01-01 | 12.2358201593144020 |
| 2004-02-01 | 12.1658026064742000 |
| 2004-03-01 | 12.2536944699186990 |
| 2004-04-01 | 12.5919429633153000 |
| 2004-05-01 | 12.5829884519997000 |
| 2004-06-01 | 12.6107431824558030 |
| 2004-07-01 | 12.7454391613704980 |
| 2004-08-01 | 12.7239931072238020 |
| 2004-09-01 | 12.7252853496409980 |
| 2004-10-01 | 12.7919307166125020 |
| 2004-11-01 | 12.6075302624535000 |
| 2004-12-01 | 12.6566502397299000 |
| 2005-01-01 | 12.4204923525904980 |
| 2005-02-01 | 12.4728180600172000 |
| 2005-03-01 | 12.4238639319535000 |
| 2005-04-01 | 13.2125771727418000 |
| 2005-05-01 | 13.1027402531274000 |
| 2005-06-01 | 13.2757607899212000 |
| 2005-07-01 | 12.9574218180150020 |
| 2005-08-01 | 13.0247982589105000 |
| 2005-09-01 | 13.1266925077078010 |
| 2005-10-01 | 13.1148405655028010 |
| 2005-11-01 | 13.2018271414810000 |
| 2005-12-01 | 13.1353738504418020 |
| 2006-01-01 | 13.7354081677251010 |
| 2006-02-01 | 13.7972576787941980 |
| 2006-03-01 | 13.8056115060780000 |
| 2006-04-01 | 13.3423936022244000 |
| 2006-05-01 | 13.3194286239117000 |
| 2006-06-01 | 13.3606949623957000 |
| 2006-07-01 | 13.2654710779024000 |
| 2006-08-01 | 13.2067026232597000 |
| 2006-09-01 | 13.2321668694253990 |
| 2006-10-01 | 13.1475509916716000 |
| 2006-11-01 | 13.0646791004141000 |
| 2006-12-01 | 12.9240008242255000 |
| 2007-01-01 | 13.4272169458549000 |
| 2007-02-01 | 13.2046074157496000 |
| 2007-03-01 | 13.2933212423084000 |
| 2007-04-01 | 13.0709668171150000 |
| 2007-05-01 | 13.0219255104091000 |
| 2007-06-01 | 13.0621926205073000 |
| 2007-07-01 | 13.0769333061369010 |
| 2007-08-01 | 12.9848622177735000 |
| 2007-09-01 | 12.9324309285852000 |
| 2007-10-01 | 12.7516423648174000 |
| 2007-11-01 | 12.9182448170181980 |
| 2007-12-01 | 12.8289780395097000 |
| 2008-01-01 | 12.8368036674426000 |
| 2008-02-01 | 12.8265619919121980 |
| 2008-03-01 | 12.7968943280594020 |
| 2008-04-01 | 12.8828029512604000 |
| 2008-05-01 | 13.0137323720979000 |
| 2008-06-01 | 12.9600211256440990 |
| 2008-07-01 | 12.9783147584665990 |
| 2008-08-01 | 13.0619066966115990 |
| 2008-09-01 | 13.0250488802736000 |
| 2008-10-01 | 13.1539825360665980 |
| 2008-11-01 | 13.0720611433749010 |
| 2008-12-01 | 13.0421522992463020 |
| 2009-01-01 | 12.8649846553758000 |
| 2009-02-01 | 12.7544466757990000 |
| 2009-03-01 | 12.4235811403366000 |
| 2009-04-01 | 12.6760152324346000 |
| 2009-05-01 | 12.5964066701290010 |
| 2009-06-01 | 12.4664065070406000 |
| 2009-07-01 | 12.5821824657886000 |
| 2009-08-01 | 12.4520740361128990 |
| 2009-09-01 | 12.2166180147406980 |
| 2009-10-01 | 12.2361267650215000 |
| 2009-11-01 | 12.2546199391508010 |
| 2009-12-01 | 12.3610117476748020 |
| 2010-01-01 | 11.9634388752144000 |
| 2010-02-01 | 11.9465010904438990 |
| 2010-03-01 | 11.9458583624688010 |
| 2010-04-01 | 11.8706019099709010 |
| 2010-05-01 | 11.7968678612879020 |
| 2010-06-01 | 11.7822412440354000 |
| 2010-07-01 | 11.5830691932305000 |
| 2010-08-01 | 11.6527564516564010 |
| 2010-09-01 | 11.7148581557856990 |
| 2010-10-01 | 11.6314300582189020 |
| 2010-11-01 | 11.5563564744682000 |
| 2010-12-01 | 11.4692567876149990 |
| 2011-01-01 | 11.4447243868600990 |
| 2011-02-01 | 11.4168854628650000 |
| 2011-03-01 | 11.4549424968358020 |
| 2011-04-01 | 11.7803892168113010 |
| 2011-05-01 | 11.8058641500278000 |
| 2011-06-01 | 11.6940722974888020 |
| 2011-07-01 | 11.5789872250461000 |
| 2011-08-01 | 11.5514633936923000 |
| 2011-09-01 | 11.7155966144305990 |
| 2011-10-01 | 11.6245393980874020 |
| 2011-11-01 | 11.6717958655430980 |
| 2011-12-01 | 11.6685010634945990 |
| 2012-01-01 | 11.7177429144239990 |
| 2012-02-01 | 11.8903231891127000 |
| 2012-03-01 | 11.9649209986797000 |
| 2012-04-01 | 12.1027559393059000 |
| 2012-05-01 | 12.1313214732722000 |
| 2012-06-01 | 12.1157818672393010 |
| 2012-07-01 | 12.1542230759508010 |
| 2012-08-01 | 12.1498929237758020 |
| 2012-09-01 | 12.0139105600488010 |
| 2012-10-01 | 12.0250185278083010 |
| 2012-11-01 | 11.9796004281109000 |
| 2012-12-01 | 11.9515484156665000 |
| 2013-01-01 | 12.0887646276993020 |
| 2013-02-01 | 12.0611323793311000 |
| 2013-03-01 | 12.0750007572814010 |
| 2013-04-01 | 11.7258271371385000 |
| 2013-05-01 | 11.6609860421966010 |
| 2013-06-01 | 11.6638312248826000 |
| 2013-07-01 | 11.7356048864984000 |
| 2013-08-01 | 11.7566739826800980 |
| 2013-09-01 | 11.7168872686215000 |
| 2013-10-01 | 11.7153541093629000 |
| 2013-11-01 | 11.6829394444514990 |
| 2013-12-01 | 11.7254331635836000 |
| 2014-01-01 | 11.5473776617089000 |
| 2014-02-01 | 11.5398395351203000 |
| 2014-03-01 | 11.4821113353679020 |
| 2014-04-01 | 11.3483332879403990 |
| 2014-05-01 | 11.3854695426752990 |
| 2014-06-01 | 11.4115565779170980 |
| 2014-07-01 | 11.3102341190926000 |
| 2014-08-01 | 11.3645157328918000 |
| 2014-09-01 | 11.3186433581213000 |
| 2014-10-01 | 11.4009229596501990 |
| 2014-11-01 | 11.3671348848346000 |
| 2014-12-01 | 11.3988235701826000 |
| 2015-01-01 | 11.5362111986381010 |
| 2015-02-01 | 11.4462877369904990 |
| 2015-03-01 | 11.4022279087894010 |
| 2015-04-01 | 11.2596587988656000 |
| 2015-05-01 | 11.0993847716510010 |
| 2015-06-01 | 10.9401051491439020 |
| 2015-07-01 | 10.8962182909856990 |
| 2015-08-01 | 10.6740707736518000 |
| 2015-09-01 | 10.6209773001895000 |
| 2015-10-01 | 10.3872452512746990 |
| 2015-11-01 | 10.2553001571622000 |
| 2015-12-01 | 10.0968088804739000 |
| 2016-01-01 | 9.9091758077101500 |
| 2016-02-01 | 9.7382296668958310 |
| 2016-03-01 | 9.5892527163832000 |
| 2016-04-01 | 9.5507290051260100 |
| 2016-05-01 | 9.4018040496116200 |
| 2016-06-01 | 9.2580201951081900 |
| 2016-07-01 | 9.2134535242788600 |
| 2016-08-01 | 9.1988466292263800 |
| 2016-09-01 | 9.1258859248868110 |
| 2016-10-01 | 8.7806701433123900 |
| 2016-11-01 | 8.6448001728526800 |
| 2016-12-01 | 8.6135618316906100 |
| 2017-01-01 | 8.3872428499038810 |
| 2017-02-01 | 8.3299836785518710 |
| 2017-03-01 | 8.2736602518442300 |
| 2017-04-01 | 8.2394410093191200 |
| 2017-05-01 | 8.2980736341489700 |
| 2017-06-01 | 8.2652326290965400 |
| 2017-07-01 | 8.2198654646869300 |
| 2017-08-01 | 8.2102483876947400 |
| 2017-09-01 | 8.2454897337302600 |
| 2017-10-01 | 8.2811673188170100 |
| 2017-11-01 | 8.2411442425938100 |
| 2017-12-01 | 8.1265829871661200 |
| 2018-01-01 | 8.0724961572729600 |
| 2018-02-01 | 8.0228725719245100 |
| 2018-03-01 | 7.9605908136404210 |
| 2018-04-01 | 7.9373224909236210 |
| 2018-05-01 | 7.7942004330389700 |
| 2018-06-01 | 7.7725510601866200 |
| 2018-07-01 | 7.5269194448325200 |
| 2018-08-01 | 7.6195667702924000 |
| 2018-09-01 | 7.5718509997844805 |
| 2018-10-01 | 7.4871885108755500 |
| 2018-11-01 | 7.4410806919097600 |
| 2018-12-01 | 7.4427439266826200 |
| 2019-01-01 | 7.0481462058943800 |
| 2019-02-01 | 6.9925810876055600 |
| 2019-03-01 | 6.9237829763075190 |
| 2019-04-01 | 6.9316841176234600 |
| 2019-05-01 | 6.8957571591639600 |
| 2019-06-01 | 6.8841970436400590 |
| 2019-07-01 | 6.8408027886707700 |
| 2019-08-01 | 6.8308472893216300 |
| 2019-09-01 | 6.7958088532690000 |
| 2019-10-01 | 6.8971294313776100 |
| 2019-11-01 | 6.8484881336056200 |
| 2019-12-01 | 6.7499262571539500 |
| 2020-01-01 | 6.8282908503558900 |
| 2020-02-01 | 6.7654467834338200 |
| 2020-03-01 | 6.7956339417669300 |
| 2020-04-01 | 6.3307674086184695 |
| 2020-05-01 | 6.3973374327457200 |
| 2020-06-01 | 6.4015923886760095 |
| 2020-07-01 | 6.4521762668601390 |
| 2020-08-01 | 6.4419344854074300 |
| 2020-09-01 | 6.4172704590557300 |
| 2020-10-01 | 6.4079553207482990 |
| 2020-11-01 | 6.3513914759137200 |
| 2020-12-01 | 6.3519023996605300 |
| 2021-01-01 | 6.3059437913579210 |
| 2021-02-01 | 6.3408783658495000 |
| 2021-03-01 | 6.3631339727779510 |
| 2021-04-01 | 6.3336466363314400 |
| 2021-05-01 | 6.3015618706989690 |
| 2021-06-01 | 6.2191922381000900 |
| 2021-07-01 | 6.3589587903718200 |
| 2021-08-01 | 6.2525914042776800 |
| 2021-09-01 | 6.2289545894334600 |
| 2021-10-01 | 6.2152633386545100 |
| 2021-11-01 | 6.2562231207519400 |
| 2021-12-01 | 6.2457460928198390 |
| 2022-01-01 | 6.2935114720549000 |
| 2022-02-01 | 6.3248391143016510 |
| 2022-03-01 | 6.2359598332225990 |
| 2022-04-01 | 6.3367359727732895 |
| 2022-05-01 | 6.3031642507058390 |
| 2022-06-01 | 6.3330419787919100 |
| 2022-07-01 | 6.3708022067480200 |
| 2022-08-01 | 6.2652228603089600 |
| 2022-09-01 | 6.4377978673080000 |
| 2022-10-01 | 6.6201204557806690 |
| 2022-11-01 | 6.5558540569517800 |
| 2022-12-01 | 6.6377490554130010 |
| 2023-01-01 | 6.5808032051581200 |
| 2023-02-01 | 6.6154315118813600 |
| 2023-03-01 | 6.6198594672179010 |
| 2023-04-01 | 6.5372906279570495 |
| 2023-05-01 | 6.6081950512013305 |
| 2023-06-01 | 6.5411943394141510 |
| 2023-07-01 | 6.5811391073946110 |
| 2023-08-01 | 6.5765590446296800 |
| 2023-09-01 | 6.5359995386009500 |
| 2023-10-01 | 6.5186089217706200 |
| 2023-11-01 | 6.5604368020481690 |
| 2023-12-01 | 6.5325978311895890 |
| 2024-01-01 | 6.5740438469304410 |
| 2024-02-01 | 6.5099417097706290 |
| 2024-03-01 | 6.6089134814047600 |
| 2024-04-01 | 6.5378188016780200 |
| 2024-05-01 | 6.5094186201739100 |
| 2024-06-01 | 6.5441039849909610 |
| 2024-07-01 | 6.3968670120457500 |
| 2024-08-01 | 6.4858637791970395 |
| 2024-09-01 | 6.5307182199430900 |
| 2024-10-01 | 6.5164537382506005 |
| 2024-11-01 | 6.4625778948342800 |
