Table Data - All Employees: Wholesale Trade in Duluth, MN-WI (MSA)
| Title | All Employees: Wholesale Trade in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | SMU27202604100000001SA |
| 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 | 3.76865824755512 |
| 1990-02-01 | 3.77422221865753 |
| 1990-03-01 | 3.77486668518364 |
| 1990-04-01 | 3.76508461680111 |
| 1990-05-01 | 3.75404345992263 |
| 1990-06-01 | 3.73433674039620 |
| 1990-07-01 | 3.71349410915010 |
| 1990-08-01 | 3.80840706259451 |
| 1990-09-01 | 3.73922351248389 |
| 1990-10-01 | 3.76987871181598 |
| 1990-11-01 | 3.77422344982760 |
| 1990-12-01 | 3.82129100301079 |
| 1991-01-01 | 3.87460605041277 |
| 1991-02-01 | 3.88070414011362 |
| 1991-03-01 | 3.88242824628903 |
| 1991-04-01 | 3.76134617773038 |
| 1991-05-01 | 3.85164652654366 |
| 1991-06-01 | 3.73024645929226 |
| 1991-07-01 | 3.80412781152136 |
| 1991-08-01 | 3.81278663235067 |
| 1991-09-01 | 3.83889607823481 |
| 1991-10-01 | 3.86771543289954 |
| 1991-11-01 | 3.77402901253901 |
| 1991-12-01 | 3.92285580634732 |
| 1992-01-01 | 3.98300024168111 |
| 1992-02-01 | 3.88787396798163 |
| 1992-03-01 | 3.89104928187356 |
| 1992-04-01 | 3.85612850587479 |
| 1992-05-01 | 3.84537556478220 |
| 1992-06-01 | 3.92102950336564 |
| 1992-07-01 | 3.88928994768345 |
| 1992-08-01 | 3.91715733192619 |
| 1992-09-01 | 3.93923712970219 |
| 1992-10-01 | 3.86649207701923 |
| 1992-11-01 | 3.87211319140626 |
| 1992-12-01 | 3.82706783735239 |
| 1993-01-01 | 3.78449848807614 |
| 1993-02-01 | 3.79178514476838 |
| 1993-03-01 | 3.79590792335345 |
| 1993-04-01 | 3.85179648794086 |
| 1993-05-01 | 3.84100279513558 |
| 1993-06-01 | 3.81421685810271 |
| 1993-07-01 | 3.87873626772042 |
| 1993-08-01 | 3.82054184108411 |
| 1993-09-01 | 3.84402320819693 |
| 1993-10-01 | 3.86597143241643 |
| 1993-11-01 | 3.87459199182925 |
| 1993-12-01 | 3.83115035775691 |
| 1994-01-01 | 3.89431072418399 |
| 1994-02-01 | 3.90074172509385 |
| 1994-03-01 | 3.89929637318253 |
| 1994-04-01 | 3.94576663702252 |
| 1994-05-01 | 4.03746460757326 |
| 1994-06-01 | 4.00732983238034 |
| 1994-07-01 | 3.96990167564560 |
| 1994-08-01 | 3.92026818733893 |
| 1994-09-01 | 3.95008293182409 |
| 1994-10-01 | 3.95933373877848 |
| 1994-11-01 | 3.97300097776952 |
| 1994-12-01 | 4.03823315186210 |
| 1995-01-01 | 4.00152746491929 |
| 1995-02-01 | 4.00620510831834 |
| 1995-03-01 | 3.99810090290385 |
| 1995-04-01 | 4.04716158158427 |
| 1995-05-01 | 4.03090637669855 |
| 1995-06-01 | 4.00217447175411 |
| 1995-07-01 | 4.07425839063098 |
| 1995-08-01 | 4.11513681497102 |
| 1995-09-01 | 4.05938454337768 |
| 1995-10-01 | 4.05183793397052 |
| 1995-11-01 | 4.06970698829024 |
| 1995-12-01 | 4.03306934279636 |
| 1996-01-01 | 4.11050242978081 |
| 1996-02-01 | 4.11172014863534 |
| 1996-03-01 | 4.09496745137229 |
| 1996-04-01 | 4.04557811672969 |
| 1996-05-01 | 4.02391866631028 |
| 1996-06-01 | 4.10161947567099 |
| 1996-07-01 | 4.08893309638248 |
| 1996-08-01 | 4.11629676915513 |
| 1996-09-01 | 4.16703232188413 |
| 1996-10-01 | 3.94577764219748 |
| 1996-11-01 | 3.96646870072404 |
| 1996-12-01 | 4.02163799763932 |
| 1997-01-01 | 4.00900077248174 |
| 1997-02-01 | 4.00822411715204 |
| 1997-03-01 | 4.09202565856609 |
| 1997-04-01 | 4.05401765782029 |
| 1997-05-01 | 4.01917860903977 |
| 1997-06-01 | 4.00208308925977 |
| 1997-07-01 | 4.00867426464538 |
| 1997-08-01 | 4.01906261510442 |
| 1997-09-01 | 4.06990577475537 |
| 1997-10-01 | 4.13926505387387 |
| 1997-11-01 | 4.16165081286371 |
| 1997-12-01 | 4.10247705038358 |
| 1998-01-01 | 4.11758201265980 |
| 1998-02-01 | 4.11266178029214 |
| 1998-03-01 | 4.09489968662546 |
| 1998-04-01 | 4.05612708404259 |
| 1998-05-01 | 4.11294209501142 |
| 1998-06-01 | 4.10219430765843 |
| 1998-07-01 | 4.01914127697005 |
| 1998-08-01 | 4.02288721601287 |
| 1998-09-01 | 3.97190664529865 |
| 1998-10-01 | 4.04099597915377 |
| 1998-11-01 | 3.96165383346738 |
| 1998-12-01 | 3.88752136956965 |
| 1999-01-01 | 3.80797595986014 |
| 1999-02-01 | 3.80159130307052 |
| 1999-03-01 | 3.79297914466765 |
| 1999-04-01 | 3.85906565953429 |
| 1999-05-01 | 3.80646987617442 |
| 1999-06-01 | 3.80738181894585 |
| 1999-07-01 | 3.92466506506548 |
| 1999-08-01 | 3.83369572652970 |
| 1999-09-01 | 3.87482408823042 |
| 1999-10-01 | 3.74782952089754 |
| 1999-11-01 | 3.86428688434329 |
| 1999-12-01 | 3.97388388880056 |
| 2000-01-01 | 4.01317829565690 |
| 2000-02-01 | 4.00342311704598 |
| 2000-03-01 | 4.00203586886519 |
| 2000-04-01 | 3.95798844243266 |
| 2000-05-01 | 4.00519399526776 |
| 2000-06-01 | 4.00393362633015 |
| 2000-07-01 | 4.02315681568719 |
| 2000-08-01 | 4.03641629437914 |
| 2000-09-01 | 4.17115513956158 |
| 2000-10-01 | 4.04909152349432 |
| 2000-11-01 | 4.07390333592803 |
| 2000-12-01 | 4.06887747316934 |
| 2001-01-01 | 4.00438094676065 |
| 2001-02-01 | 3.89138947001069 |
| 2001-03-01 | 3.99676862536797 |
| 2001-04-01 | 4.16157340932456 |
| 2001-05-01 | 4.11052484504720 |
| 2001-06-01 | 4.10337146243045 |
| 2001-07-01 | 4.12149960677127 |
| 2001-08-01 | 4.13984558741324 |
| 2001-09-01 | 4.06795040126215 |
| 2001-10-01 | 4.05231274770230 |
| 2001-11-01 | 4.08481199886338 |
| 2001-12-01 | 3.97065842263347 |
| 2002-01-01 | 4.10254196361071 |
| 2002-02-01 | 4.09026253981051 |
| 2002-03-01 | 4.08929583916305 |
| 2002-04-01 | 4.05163975714806 |
| 2002-05-01 | 4.01323010284646 |
| 2002-06-01 | 4.01120254923721 |
| 2002-07-01 | 4.02879462807769 |
| 2002-08-01 | 3.94651494574220 |
| 2002-09-01 | 3.96404215627579 |
| 2002-10-01 | 4.05516366888310 |
| 2002-11-01 | 3.99194670608687 |
| 2002-12-01 | 3.97605069143618 |
| 2003-01-01 | 3.99610848541795 |
| 2003-02-01 | 3.98597342454720 |
| 2003-03-01 | 3.97121693424788 |
| 2003-04-01 | 3.94256250370389 |
| 2003-05-01 | 3.91569048928085 |
| 2003-06-01 | 3.91725905344381 |
| 2003-07-01 | 3.84230591667529 |
| 2003-08-01 | 3.85111184467995 |
| 2003-09-01 | 3.86367980433350 |
| 2003-10-01 | 3.56012628336915 |
| 2003-11-01 | 3.38925722026677 |
| 2003-12-01 | 3.28438949173117 |
| 2004-01-01 | 3.38354679997624 |
| 2004-02-01 | 3.37729417036788 |
| 2004-03-01 | 3.35004098704273 |
| 2004-04-01 | 3.32627770126643 |
| 2004-05-01 | 3.31209269002519 |
| 2004-06-01 | 3.33257997593376 |
| 2004-07-01 | 3.36133146664974 |
| 2004-08-01 | 3.35786189328558 |
| 2004-09-01 | 3.36544035948259 |
| 2004-10-01 | 3.36352491567539 |
| 2004-11-01 | 3.38600924879651 |
| 2004-12-01 | 3.38546475899886 |
| 2005-01-01 | 3.38416500676962 |
| 2005-02-01 | 3.38501276011914 |
| 2005-03-01 | 3.34049902723545 |
| 2005-04-01 | 3.42379367870522 |
| 2005-05-01 | 3.40837106388777 |
| 2005-06-01 | 3.33637917216811 |
| 2005-07-01 | 3.36949853457834 |
| 2005-08-01 | 3.35667163618524 |
| 2005-09-01 | 3.36239011912409 |
| 2005-10-01 | 3.36689222939069 |
| 2005-11-01 | 3.37788783947627 |
| 2005-12-01 | 3.38608390776220 |
| 2006-01-01 | 3.38608080248592 |
| 2006-02-01 | 3.39322984184577 |
| 2006-03-01 | 3.43976565349393 |
| 2006-04-01 | 3.42168153725918 |
| 2006-05-01 | 3.39941268748419 |
| 2006-06-01 | 3.44088202073053 |
| 2006-07-01 | 3.37326067282317 |
| 2006-08-01 | 3.45341976372158 |
| 2006-09-01 | 3.36000782867728 |
| 2006-10-01 | 3.37136451399571 |
| 2006-11-01 | 3.37173073638192 |
| 2006-12-01 | 3.38565798748103 |
| 2007-01-01 | 3.28355624898504 |
| 2007-02-01 | 3.19298931459655 |
| 2007-03-01 | 3.23887300933758 |
| 2007-04-01 | 3.21890246153043 |
| 2007-05-01 | 3.19266041031188 |
| 2007-06-01 | 3.25058542218691 |
| 2007-07-01 | 3.17487315741619 |
| 2007-08-01 | 3.15738023720453 |
| 2007-09-01 | 3.16169304767063 |
| 2007-10-01 | 3.17437952080856 |
| 2007-11-01 | 3.16794807918574 |
| 2007-12-01 | 3.18785002570677 |
| 2008-01-01 | 3.28248633140405 |
| 2008-02-01 | 3.19336717734239 |
| 2008-03-01 | 3.24638107969081 |
| 2008-04-01 | 3.21395413163498 |
| 2008-05-01 | 3.28654962802236 |
| 2008-06-01 | 3.25740256252466 |
| 2008-07-01 | 3.27353240752719 |
| 2008-08-01 | 3.25982492378298 |
| 2008-09-01 | 3.26163218409868 |
| 2008-10-01 | 3.17162497262466 |
| 2008-11-01 | 3.16493344379540 |
| 2008-12-01 | 3.08536529201190 |
| 2009-01-01 | 3.17860481981059 |
| 2009-02-01 | 3.09183213041924 |
| 2009-03-01 | 3.05001047928834 |
| 2009-04-01 | 3.01133446031399 |
| 2009-05-01 | 2.98274475544695 |
| 2009-06-01 | 2.96860490480018 |
| 2009-07-01 | 2.97075247030022 |
| 2009-08-01 | 2.96455569037720 |
| 2009-09-01 | 2.96607150931779 |
| 2009-10-01 | 2.97614715326045 |
| 2009-11-01 | 2.96492235308476 |
| 2009-12-01 | 2.98575455807191 |
| 2010-01-01 | 2.97171161960399 |
| 2010-02-01 | 2.98849052698382 |
| 2010-03-01 | 2.95035861008252 |
| 2010-04-01 | 3.00749445645833 |
| 2010-05-01 | 2.97971242003896 |
| 2010-06-01 | 2.97561398979992 |
| 2010-07-01 | 2.96502349335956 |
| 2010-08-01 | 2.96485984390545 |
| 2010-09-01 | 2.97357618893035 |
| 2010-10-01 | 2.98146674509841 |
| 2010-11-01 | 2.96170724163087 |
| 2010-12-01 | 2.88185523957127 |
| 2011-01-01 | 2.97017870359781 |
| 2011-02-01 | 2.98892121158547 |
| 2011-03-01 | 2.95019800882260 |
| 2011-04-01 | 3.00497770974820 |
| 2011-05-01 | 2.98068613662582 |
| 2011-06-01 | 2.97642636817485 |
| 2011-07-01 | 2.95948530646286 |
| 2011-08-01 | 2.96155755815942 |
| 2011-09-01 | 2.98575051631674 |
| 2011-10-01 | 3.08799065115649 |
| 2011-11-01 | 3.05829161556968 |
| 2011-12-01 | 3.07983879201858 |
| 2012-01-01 | 2.96738846858134 |
| 2012-02-01 | 2.98426233975187 |
| 2012-03-01 | 3.04841958899213 |
| 2012-04-01 | 3.00278430346617 |
| 2012-05-01 | 3.08443808213241 |
| 2012-06-01 | 3.07368570903814 |
| 2012-07-01 | 3.15517714505822 |
| 2012-08-01 | 3.15826098156874 |
| 2012-09-01 | 3.19868379253495 |
| 2012-10-01 | 3.09022719758802 |
| 2012-11-01 | 3.05544311342437 |
| 2012-12-01 | 3.07896316695920 |
| 2013-01-01 | 3.26769757477423 |
| 2013-02-01 | 3.18859975950622 |
| 2013-03-01 | 3.24900181490441 |
| 2013-04-01 | 3.20492193167712 |
| 2013-05-01 | 3.18717556997889 |
| 2013-06-01 | 3.17046351489650 |
| 2013-07-01 | 3.15358276107941 |
| 2013-08-01 | 3.15699351194599 |
| 2013-09-01 | 3.10388391184627 |
| 2013-10-01 | 3.09264616460986 |
| 2013-11-01 | 3.15666814045859 |
| 2013-12-01 | 3.18522383589565 |
| 2014-01-01 | 3.15402958097235 |
| 2014-02-01 | 3.18552408357983 |
| 2014-03-01 | 3.14127228307067 |
| 2014-04-01 | 3.20662688950891 |
| 2014-05-01 | 3.19354052365780 |
| 2014-06-01 | 3.26672176215771 |
| 2014-07-01 | 3.25410281080323 |
| 2014-08-01 | 3.25566356065527 |
| 2014-09-01 | 3.20801834183754 |
| 2014-10-01 | 3.28991933491150 |
| 2014-11-01 | 3.26028586381141 |
| 2014-12-01 | 3.38871353283746 |
| 2015-01-01 | 3.24324225985944 |
| 2015-02-01 | 3.28509721443157 |
| 2015-03-01 | 3.24231363873459 |
| 2015-04-01 | 3.20709687896536 |
| 2015-05-01 | 3.19923389113422 |
| 2015-06-01 | 3.16478650162887 |
| 2015-07-01 | 3.15716868759906 |
| 2015-08-01 | 3.15628448663165 |
| 2015-09-01 | 3.21118160501790 |
| 2015-10-01 | 3.18660889062156 |
| 2015-11-01 | 3.17142150170621 |
| 2015-12-01 | 3.09529697707360 |
| 2016-01-01 | 3.13011151074580 |
| 2016-02-01 | 3.07110946129354 |
| 2016-03-01 | 3.03618533453074 |
| 2016-04-01 | 3.10753094706491 |
| 2016-05-01 | 3.10402749289119 |
| 2016-06-01 | 3.06792234007164 |
| 2016-07-01 | 3.06191152777995 |
| 2016-08-01 | 3.06061974121377 |
| 2016-09-01 | 3.11207742595254 |
| 2016-10-01 | 3.08361714071576 |
| 2016-11-01 | 3.07982642825359 |
| 2016-12-01 | 2.99582563235111 |
| 2017-01-01 | 3.12074065912585 |
| 2017-02-01 | 3.06248075808831 |
| 2017-03-01 | 3.13140763354856 |
| 2017-04-01 | 3.11228713636727 |
| 2017-05-01 | 3.10597004487568 |
| 2017-06-01 | 3.17335653544569 |
| 2017-07-01 | 3.16266577764805 |
| 2017-08-01 | 3.16201970531113 |
| 2017-09-01 | 3.11072891745591 |
| 2017-10-01 | 3.18543378301204 |
| 2017-11-01 | 3.08767006490979 |
| 2017-12-01 | 3.09530525450841 |
| 2018-01-01 | 3.01208795369612 |
| 2018-02-01 | 3.04994745856265 |
| 2018-03-01 | 3.01962394819584 |
| 2018-04-01 | 3.01852625858392 |
| 2018-05-01 | 3.01181866592816 |
| 2018-06-01 | 2.97969703366555 |
| 2018-07-01 | 2.96663646623888 |
| 2018-08-01 | 2.96761887868376 |
| 2018-09-01 | 2.90939534554502 |
| 2018-10-01 | 2.89125667538133 |
| 2018-11-01 | 2.89393852310978 |
| 2018-12-01 | 2.89129732235459 |
| 2019-01-01 | 2.90845231072195 |
| 2019-02-01 | 2.93284625496044 |
| 2019-03-01 | 2.91237283173921 |
| 2019-04-01 | 2.92287040382105 |
| 2019-05-01 | 2.91642191510244 |
| 2019-06-01 | 2.88431336705311 |
| 2019-07-01 | 2.97039469775258 |
| 2019-08-01 | 2.87228914140907 |
| 2019-09-01 | 2.90872965248958 |
| 2019-10-01 | 2.89366222773421 |
| 2019-11-01 | 2.89585819630422 |
| 2019-12-01 | 2.88597126369007 |
| 2020-01-01 | 2.90973292328337 |
| 2020-02-01 | 2.81804592640588 |
| 2020-03-01 | 2.80882896855116 |
| 2020-04-01 | 2.72490666075027 |
| 2020-05-01 | 2.72149906360254 |
| 2020-06-01 | 2.68680582989436 |
| 2020-07-01 | 2.67681840401428 |
| 2020-08-01 | 2.67936243581339 |
| 2020-09-01 | 2.60230182636044 |
| 2020-10-01 | 2.69397898997679 |
| 2020-11-01 | 2.69342919517228 |
| 2020-12-01 | 2.68435174853299 |
| 2021-01-01 | 2.71333871795135 |
| 2021-02-01 | 2.71151453617505 |
| 2021-03-01 | 2.70883657921469 |
| 2021-04-01 | 2.72599905257621 |
| 2021-05-01 | 2.72335081169743 |
| 2021-06-01 | 2.78675058973875 |
| 2021-07-01 | 2.78111269050649 |
| 2021-08-01 | 2.78291414183644 |
| 2021-09-01 | 2.79476325033502 |
| 2021-10-01 | 2.79146899663613 |
| 2021-11-01 | 2.78859631661968 |
| 2021-12-01 | 2.78382773356465 |
| 2022-01-01 | 2.91829809600230 |
| 2022-02-01 | 2.91349148745786 |
| 2022-03-01 | 2.91300507183053 |
| 2022-04-01 | 2.92712601378839 |
| 2022-05-01 | 2.92719782723508 |
| 2022-06-01 | 2.88261125313845 |
| 2022-07-01 | 2.88289278959938 |
| 2022-08-01 | 2.88430342319247 |
| 2022-09-01 | 2.88818668487540 |
| 2022-10-01 | 2.88820676514562 |
| 2022-11-01 | 2.88440146790180 |
| 2022-12-01 | 2.88581628328804 |
| 2023-01-01 | 2.82315760836281 |
| 2023-02-01 | 2.81650111280245 |
| 2023-03-01 | 2.81610698482127 |
| 2023-04-01 | 2.82263055885365 |
| 2023-05-01 | 2.82216508876415 |
| 2023-06-01 | 2.88288198595234 |
| 2023-07-01 | 2.88537207516435 |
| 2023-08-01 | 2.88418703180499 |
| 2023-09-01 | 2.88549998407212 |
| 2023-10-01 | 2.78617162093620 |
| 2023-11-01 | 2.88035457139910 |
| 2023-12-01 | 2.88845746532165 |
| 2024-01-01 | 2.72608880716596 |
| 2024-02-01 | 2.82131561238703 |
| 2024-03-01 | 2.81966014554282 |
| 2024-04-01 | 2.81870195161217 |
| 2024-05-01 | 2.81806125130860 |
| 2024-06-01 | 2.88330455224779 |
| 2024-07-01 | 2.78594097916339 |
| 2024-08-01 | 2.78482893318712 |
| 2024-09-01 | 2.78507548179861 |
| 2024-10-01 | 2.78525645732812 |
| 2024-11-01 | 2.77731743820408 |
| 2024-12-01 | 2.79201990686352 |
| 2025-01-01 | 2.82950398048508 |
| 2025-02-01 | 2.82550678864696 |
| 2025-03-01 | 2.82004533406941 |
| 2025-04-01 | 2.81589657703559 |
| 2025-05-01 | 2.81258406223407 |
| 2025-06-01 | 2.78632386571129 |
| 2025-07-01 | 2.78663511694660 |
| 2025-08-01 | 2.78502864087374 |
| 2025-09-01 | 2.78618011176798 |
| 2025-10-01 | 2.78432360835673 |
| 2025-11-01 | 2.77550652526038 |
| 2025-12-01 | 2.69463274718467 |
| 2026-01-01 | 2.72743080948764 |
| 2026-02-01 | 2.72691201938577 |
| 2026-03-01 | 2.71947847218397 |
| 2026-04-01 | 2.71395703480966 |
| 2026-05-01 | 2.70970417926379 |
| 2026-06-01 | 2.68755243972510 |