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 2026-08-01 |
| Last Updated | 2026-09-18 11:20 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 | 13.6517073526 |
| 1990-02-01 | 13.7690348401 |
| 1990-03-01 | 13.7710312781 |
| 1990-04-01 | 13.7202331637 |
| 1990-05-01 | 13.6742271584 |
| 1990-06-01 | 13.5746344800 |
| 1990-07-01 | 13.5528738728 |
| 1990-08-01 | 13.5895658959 |
| 1990-09-01 | 13.4602623733 |
| 1990-10-01 | 13.4276412376 |
| 1990-11-01 | 13.4696864051 |
| 1990-12-01 | 13.3562084135 |
| 1991-01-01 | 13.0305179299 |
| 1991-02-01 | 12.8509264736 |
| 1991-03-01 | 12.7578254777 |
| 1991-04-01 | 12.8186926926 |
| 1991-05-01 | 12.7733211066 |
| 1991-06-01 | 12.6870809653 |
| 1991-07-01 | 12.6531336042 |
| 1991-08-01 | 12.7085715690 |
| 1991-09-01 | 12.6748332976 |
| 1991-10-01 | 12.7499547752 |
| 1991-11-01 | 12.6642219415 |
| 1991-12-01 | 12.5607221058 |
| 1992-01-01 | 12.6063812860 |
| 1992-02-01 | 12.5374674565 |
| 1992-03-01 | 12.4498340896 |
| 1992-04-01 | 12.0254187984 |
| 1992-05-01 | 12.0650389405 |
| 1992-06-01 | 12.0878840200 |
| 1992-07-01 | 11.8527747626 |
| 1992-08-01 | 11.7424871070 |
| 1992-09-01 | 11.7044781345 |
| 1992-10-01 | 11.5752820336 |
| 1992-11-01 | 11.4514638127 |
| 1992-12-01 | 11.4657147414 |
| 1993-01-01 | 11.3552610932 |
| 1993-02-01 | 11.2972228001 |
| 1993-03-01 | 11.2181638969 |
| 1993-04-01 | 11.2374039456 |
| 1993-05-01 | 11.2658367493 |
| 1993-06-01 | 11.2016384874 |
| 1993-07-01 | 11.8452270801 |
| 1993-08-01 | 11.6693972692 |
| 1993-09-01 | 11.7349971978 |
| 1993-10-01 | 11.3939936178 |
| 1993-11-01 | 11.3303884958 |
| 1993-12-01 | 11.3579364702 |
| 1994-01-01 | 11.3269439252 |
| 1994-02-01 | 11.2821194360 |
| 1994-03-01 | 11.3121884860 |
| 1994-04-01 | 11.3553255943 |
| 1994-05-01 | 11.2516767974 |
| 1994-06-01 | 11.3106517960 |
| 1994-07-01 | 11.3468535106 |
| 1994-08-01 | 11.3996093570 |
| 1994-09-01 | 11.3737900179 |
| 1994-10-01 | 11.2086867094 |
| 1994-11-01 | 11.2987363301 |
| 1994-12-01 | 11.2462819301 |
| 1995-01-01 | 11.1995605256 |
| 1995-02-01 | 11.2660133323 |
| 1995-03-01 | 11.2031581153 |
| 1995-04-01 | 11.0593213473 |
| 1995-05-01 | 11.1476304434 |
| 1995-06-01 | 11.1404691360 |
| 1995-07-01 | 10.9628755219 |
| 1995-08-01 | 10.9157582652 |
| 1995-09-01 | 10.9080563418 |
| 1995-10-01 | 11.1128780623 |
| 1995-11-01 | 11.0635212938 |
| 1995-12-01 | 11.0258389899 |
| 1996-01-01 | 11.0802717357 |
| 1996-02-01 | 11.0521412405 |
| 1996-03-01 | 11.1094703127 |
| 1996-04-01 | 10.9553732782 |
| 1996-05-01 | 10.9416548169 |
| 1996-06-01 | 10.7773147995 |
| 1996-07-01 | 11.0767990233 |
| 1996-08-01 | 11.0143133758 |
| 1996-09-01 | 11.0322519617 |
| 1996-10-01 | 11.1151214485 |
| 1996-11-01 | 11.1378884574 |
| 1996-12-01 | 11.1106234624 |
| 1997-01-01 | 11.1683640942 |
| 1997-02-01 | 11.0490454809 |
| 1997-03-01 | 11.0208497859 |
| 1997-04-01 | 11.1306780395 |
| 1997-05-01 | 11.3403967635 |
| 1997-06-01 | 11.1989336904 |
| 1997-07-01 | 11.2841061943 |
| 1997-08-01 | 11.3068849091 |
| 1997-09-01 | 11.3413249447 |
| 1997-10-01 | 11.3235207060 |
| 1997-11-01 | 11.4361391380 |
| 1997-12-01 | 11.4008508746 |
| 1998-01-01 | 11.3617944218 |
| 1998-02-01 | 11.4516652377 |
| 1998-03-01 | 11.4489134355 |
| 1998-04-01 | 10.7995528082 |
| 1998-05-01 | 10.7300408229 |
| 1998-06-01 | 10.7200069446 |
| 1998-07-01 | 10.5889818738 |
| 1998-08-01 | 10.7008245510 |
| 1998-09-01 | 10.6319158519 |
| 1998-10-01 | 10.7428842523 |
| 1998-11-01 | 10.6599564280 |
| 1998-12-01 | 10.7178274111 |
| 1999-01-01 | 10.5511452792 |
| 1999-02-01 | 10.5353476193 |
| 1999-03-01 | 10.4531556398 |
| 1999-04-01 | 10.3610624604 |
| 1999-05-01 | 10.2154063086 |
| 1999-06-01 | 10.2278911815 |
| 1999-07-01 | 10.2863880011 |
| 1999-08-01 | 10.2989134327 |
| 1999-09-01 | 10.2249812707 |
| 1999-10-01 | 10.0471261687 |
| 1999-11-01 | 10.0907358986 |
| 1999-12-01 | 10.0446607246 |
| 2000-01-01 | 10.0537770100 |
| 2000-02-01 | 9.9183412125 |
| 2000-03-01 | 9.9543044920 |
| 2000-04-01 | 10.1373649511 |
| 2000-05-01 | 10.2953956696 |
| 2000-06-01 | 10.4232521670 |
| 2000-07-01 | 9.8796801657 |
| 2000-08-01 | 9.9999667902 |
| 2000-09-01 | 10.1193390874 |
| 2000-10-01 | 10.7431283353 |
| 2000-11-01 | 10.8180936523 |
| 2000-12-01 | 10.8690341315 |
| 2001-01-01 | 11.2879513784 |
| 2001-02-01 | 11.2385301811 |
| 2001-03-01 | 11.4871007114 |
| 2001-04-01 | 11.1033163792 |
| 2001-05-01 | 11.2667351983 |
| 2001-06-01 | 11.2053703832 |
| 2001-07-01 | 11.1475502374 |
| 2001-08-01 | 11.2021948228 |
| 2001-09-01 | 11.1231973813 |
| 2001-10-01 | 11.0163023168 |
| 2001-11-01 | 11.0465739557 |
| 2001-12-01 | 10.9868681816 |
| 2002-01-01 | 11.0004705770 |
| 2002-02-01 | 11.0412995010 |
| 2002-03-01 | 10.9782187324 |
| 2002-04-01 | 10.9919339419 |
| 2002-05-01 | 11.0604562459 |
| 2002-06-01 | 10.9876772135 |
| 2002-07-01 | 11.0454382061 |
| 2002-08-01 | 11.0159505999 |
| 2002-09-01 | 11.0228750115 |
| 2002-10-01 | 11.1966421883 |
| 2002-11-01 | 11.1705716408 |
| 2002-12-01 | 11.0890871967 |
| 2003-01-01 | 12.2328485562 |
| 2003-02-01 | 12.2627515126 |
| 2003-03-01 | 12.2878833825 |
| 2003-04-01 | 12.2767101127 |
| 2003-05-01 | 12.2521035749 |
| 2003-06-01 | 12.2446212799 |
| 2003-07-01 | 12.3377973987 |
| 2003-08-01 | 12.3238713822 |
| 2003-09-01 | 12.3301344854 |
| 2003-10-01 | 12.3775837306 |
| 2003-11-01 | 12.3002323759 |
| 2003-12-01 | 12.2756734578 |
| 2004-01-01 | 12.2340397104 |
| 2004-02-01 | 12.1591763783 |
| 2004-03-01 | 12.2510134452 |
| 2004-04-01 | 12.5924459422 |
| 2004-05-01 | 12.5812428693 |
| 2004-06-01 | 12.6103654440 |
| 2004-07-01 | 12.7468654738 |
| 2004-08-01 | 12.7260774190 |
| 2004-09-01 | 12.7273025783 |
| 2004-10-01 | 12.7924579985 |
| 2004-11-01 | 12.6080920903 |
| 2004-12-01 | 12.6558155687 |
| 2005-01-01 | 12.4222668216 |
| 2005-02-01 | 12.4699097801 |
| 2005-03-01 | 12.4243952610 |
| 2005-04-01 | 13.2102240709 |
| 2005-05-01 | 13.1030533555 |
| 2005-06-01 | 13.2758879682 |
| 2005-07-01 | 12.9580115756 |
| 2005-08-01 | 13.0253518084 |
| 2005-09-01 | 13.1271368901 |
| 2005-10-01 | 13.1146078072 |
| 2005-11-01 | 13.2018612202 |
| 2005-12-01 | 13.1349328426 |
| 2006-01-01 | 13.7372146955 |
| 2006-02-01 | 13.7954257646 |
| 2006-03-01 | 13.8066120470 |
| 2006-04-01 | 13.3411710711 |
| 2006-05-01 | 13.3198109852 |
| 2006-06-01 | 13.3606034094 |
| 2006-07-01 | 13.2656225829 |
| 2006-08-01 | 13.2067678950 |
| 2006-09-01 | 13.2321732634 |
| 2006-10-01 | 13.1475691691 |
| 2006-11-01 | 13.0647701336 |
| 2006-12-01 | 12.9239453898 |
| 2007-01-01 | 13.4282245509 |
| 2007-02-01 | 13.2033343298 |
| 2007-03-01 | 13.2938099432 |
| 2007-04-01 | 13.0703525176 |
| 2007-05-01 | 13.0221183871 |
| 2007-06-01 | 13.0621216464 |
| 2007-07-01 | 13.0770541638 |
| 2007-08-01 | 12.9849819286 |
| 2007-09-01 | 12.9325167438 |
| 2007-10-01 | 12.7517059709 |
| 2007-11-01 | 12.9182771300 |
| 2007-12-01 | 12.8288088127 |
| 2008-01-01 | 12.8373055105 |
| 2008-02-01 | 12.8261218847 |
| 2008-03-01 | 12.7968985381 |
| 2008-04-01 | 12.8827208712 |
| 2008-05-01 | 13.0137057309 |
| 2008-06-01 | 12.9599196341 |
| 2008-07-01 | 12.9783256252 |
| 2008-08-01 | 13.0619877275 |
| 2008-09-01 | 13.0251228620 |
| 2008-10-01 | 13.1540461314 |
| 2008-11-01 | 13.0721002355 |
| 2008-12-01 | 13.0420470040 |
| 2009-01-01 | 12.8652782440 |
| 2009-02-01 | 12.7542036116 |
| 2009-03-01 | 12.4235418404 |
| 2009-04-01 | 12.6759977252 |
| 2009-05-01 | 12.5964110361 |
| 2009-06-01 | 12.4664055814 |
| 2009-07-01 | 12.5821512445 |
| 2009-08-01 | 12.4520980524 |
| 2009-09-01 | 12.2166359150 |
| 2009-10-01 | 12.2361423342 |
| 2009-11-01 | 12.2546270542 |
| 2009-12-01 | 12.3609766878 |
| 2010-01-01 | 11.9635196358 |
| 2010-02-01 | 11.9464794809 |
| 2010-03-01 | 11.9458401137 |
| 2010-04-01 | 11.8705932623 |
| 2010-05-01 | 11.7968889826 |
| 2010-06-01 | 11.7822365230 |
| 2010-07-01 | 11.5830250713 |
| 2010-08-01 | 11.6527594066 |
| 2010-09-01 | 11.7148611445 |
| 2010-10-01 | 11.6314348559 |
| 2010-11-01 | 11.5563624110 |
| 2010-12-01 | 11.4692514759 |
| 2011-01-01 | 11.4447569625 |
| 2011-02-01 | 11.4168719727 |
| 2011-03-01 | 11.4549440288 |
| 2011-04-01 | 11.7803914475 |
| 2011-05-01 | 11.8058975048 |
| 2011-06-01 | 11.6940647618 |
| 2011-07-01 | 11.5789462999 |
| 2011-08-01 | 11.5514502248 |
| 2011-09-01 | 11.7155848282 |
| 2011-10-01 | 11.6245315181 |
| 2011-11-01 | 11.6717923245 |
| 2011-12-01 | 11.6685257230 |
| 2012-01-01 | 11.7178058994 |
| 2012-02-01 | 11.8902991060 |
| 2012-03-01 | 11.9649273160 |
| 2012-04-01 | 12.1027590215 |
| 2012-05-01 | 12.1313615248 |
| 2012-06-01 | 12.1157632535 |
| 2012-07-01 | 12.1541744937 |
| 2012-08-01 | 12.1498527315 |
| 2012-09-01 | 12.0138754673 |
| 2012-10-01 | 12.0249966213 |
| 2012-11-01 | 11.9795949552 |
| 2012-12-01 | 11.9516181996 |
| 2013-01-01 | 12.0888724872 |
| 2013-02-01 | 12.0611161566 |
| 2013-03-01 | 12.0750129486 |
| 2013-04-01 | 11.7258295559 |
| 2013-05-01 | 11.6610180388 |
| 2013-06-01 | 11.6638044857 |
| 2013-07-01 | 11.7355550860 |
| 2013-08-01 | 11.7565635560 |
| 2013-09-01 | 11.7167936450 |
| 2013-10-01 | 11.7153033350 |
| 2013-11-01 | 11.6828917096 |
| 2013-12-01 | 11.7258519416 |
| 2014-01-01 | 11.5474525863 |
| 2014-02-01 | 11.5397663341 |
| 2014-03-01 | 11.4820707273 |
| 2014-04-01 | 11.3483063377 |
| 2014-05-01 | 11.3854870637 |
| 2014-06-01 | 11.4115290536 |
| 2014-07-01 | 11.3101970348 |
| 2014-08-01 | 11.3643865458 |
| 2014-09-01 | 11.3185662150 |
| 2014-10-01 | 11.4005492661 |
| 2014-11-01 | 11.3671792487 |
| 2014-12-01 | 11.3996612389 |
| 2015-01-01 | 11.5363042828 |
| 2015-02-01 | 11.4462071319 |
| 2015-03-01 | 11.4021392386 |
| 2015-04-01 | 11.2595785029 |
| 2015-05-01 | 11.0993370006 |
| 2015-06-01 | 10.9400151917 |
| 2015-07-01 | 10.8960706020 |
| 2015-08-01 | 10.6738533879 |
| 2015-09-01 | 10.6208662361 |
| 2015-10-01 | 10.3866497931 |
| 2015-11-01 | 10.2556336099 |
| 2015-12-01 | 10.0983492923 |
| 2016-01-01 | 9.9090325128 |
| 2016-02-01 | 9.7380764597 |
| 2016-03-01 | 9.5891124943 |
| 2016-04-01 | 9.5506024670 |
| 2016-05-01 | 9.4016899481 |
| 2016-06-01 | 9.2578573640 |
| 2016-07-01 | 9.2132534405 |
| 2016-08-01 | 9.1987237270 |
| 2016-09-01 | 9.1259607150 |
| 2016-10-01 | 8.7787015886 |
| 2016-11-01 | 8.6455612420 |
| 2016-12-01 | 8.6158397623 |
| 2017-01-01 | 8.3871723583 |
| 2017-02-01 | 8.3301879612 |
| 2017-03-01 | 8.2741244060 |
| 2017-04-01 | 8.2388503725 |
| 2017-05-01 | 8.2976537948 |
| 2017-06-01 | 8.2648900317 |
| 2017-07-01 | 8.2195239181 |
| 2017-08-01 | 8.2100627710 |
| 2017-09-01 | 8.2455415655 |
| 2017-10-01 | 8.2780109722 |
| 2017-11-01 | 8.2421034066 |
| 2017-12-01 | 8.1295149182 |
| 2018-01-01 | 8.0725108185 |
| 2018-02-01 | 8.0235916269 |
| 2018-03-01 | 7.9619663778 |
| 2018-04-01 | 7.9368762156 |
| 2018-05-01 | 7.7942551078 |
| 2018-06-01 | 7.7717499712 |
| 2018-07-01 | 7.5254952741 |
| 2018-08-01 | 7.6195491782 |
| 2018-09-01 | 7.5716874227 |
| 2018-10-01 | 7.4826854147 |
| 2018-11-01 | 7.4416843849 |
| 2018-12-01 | 7.4455467909 |
| 2019-01-01 | 7.0485720895 |
| 2019-02-01 | 6.9940031208 |
| 2019-03-01 | 6.9273139040 |
| 2019-04-01 | 6.9315493624 |
| 2019-05-01 | 6.8962823223 |
| 2019-06-01 | 6.8830474224 |
| 2019-07-01 | 6.8385490708 |
| 2019-08-01 | 6.8302297744 |
| 2019-09-01 | 6.7959890938 |
| 2019-10-01 | 6.8874324825 |
| 2019-11-01 | 6.8500152004 |
| 2019-12-01 | 6.7532436077 |
| 2020-01-01 | 6.8305535675 |
| 2020-02-01 | 6.7686427828 |
| 2020-03-01 | 6.8017805340 |
| 2020-04-01 | 6.3306788451 |
| 2020-05-01 | 6.3981801833 |
| 2020-06-01 | 6.3996065844 |
| 2020-07-01 | 6.4486846170 |
| 2020-08-01 | 6.4407427015 |
| 2020-09-01 | 6.4182381026 |
| 2020-10-01 | 6.3881494391 |
| 2020-11-01 | 6.3544158903 |
| 2020-12-01 | 6.3553844125 |
| 2021-01-01 | 6.3147617832 |
| 2021-02-01 | 6.3490509242 |
| 2021-03-01 | 6.3775716623 |
| 2021-04-01 | 6.3278265774 |
| 2021-05-01 | 6.2998235687 |
| 2021-06-01 | 6.2148129098 |
| 2021-07-01 | 6.3525542857 |
| 2021-08-01 | 6.2460631906 |
| 2021-09-01 | 6.2286100793 |
| 2021-10-01 | 6.1893546470 |
| 2021-11-01 | 6.2631098359 |
| 2021-12-01 | 6.2549350759 |
| 2022-01-01 | 6.3115497702 |
| 2022-02-01 | 6.3386979649 |
| 2022-03-01 | 6.2602276417 |
| 2022-04-01 | 6.3218144922 |
| 2022-05-01 | 6.2974603967 |
| 2022-06-01 | 6.3230953457 |
| 2022-07-01 | 6.3571417673 |
| 2022-08-01 | 6.2513835248 |
| 2022-09-01 | 6.4319023021 |
| 2022-10-01 | 6.5913775101 |
| 2022-11-01 | 6.5668198994 |
| 2022-12-01 | 6.6619026935 |
| 2023-01-01 | 6.6125015949 |
| 2023-02-01 | 6.6347685236 |
| 2023-03-01 | 6.6609926358 |
| 2023-04-01 | 6.5087013787 |
| 2023-05-01 | 6.5947198587 |
| 2023-06-01 | 6.5203480322 |
| 2023-07-01 | 6.5579546995 |
| 2023-08-01 | 6.5522312419 |
| 2023-09-01 | 6.5199492806 |
| 2023-10-01 | 6.5960239586 |
| 2023-11-01 | 6.5785801172 |
| 2023-12-01 | 6.5776696849 |
| 2024-01-01 | 6.5168382521 |
| 2024-02-01 | 6.4319546098 |
| 2024-03-01 | 6.4586276667 |
| 2024-04-01 | 6.4978351252 |
| 2024-05-01 | 6.2894396448 |
| 2024-06-01 | 6.4094584546 |
| 2024-07-01 | 6.3655284223 |
| 2024-08-01 | 6.4540920972 |
| 2024-09-01 | 6.4017886493 |
| 2024-10-01 | 6.2008547739 |
| 2024-11-01 | 6.1869574916 |
| 2024-12-01 | 6.1978223740 |
| 2025-01-01 | 6.4204212505 |
| 2025-02-01 | 6.3358120087 |
| 2025-03-01 | 6.3638144478 |
| 2025-04-01 | 6.3869696882 |
| 2025-05-01 | 6.3838667106 |
| 2025-06-01 | 6.3945310727 |
| 2025-07-01 | 6.3652329575 |
| 2025-08-01 | 6.3525856870 |
| 2025-09-01 | 6.3859189605 |
| 2025-10-01 | 6.3077329800 |
| 2025-11-01 | 6.2959490349 |
| 2025-12-01 | 6.2151342590 |
| 2026-01-01 | 6.2247664562 |
| 2026-02-01 | 6.2381354227 |
| 2026-03-01 | 6.1633023000 |
| 2026-04-01 | 6.1805932807 |
| 2026-05-01 | 6.1806359836 |
| 2026-06-01 | 6.1827731585 |
| 2026-07-01 | 6.1681142646 |
| 2026-08-01 | 6.1521199236 |