Table Data - All Employees: Wholesale Trade in Grand Forks, ND-MN (MSA)
| Title | All Employees: Wholesale Trade in Grand Forks, ND-MN (MSA) |
|---|---|
| Series ID | SMU38242204100000001SA |
| 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 10:02 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 | 2.03859838632616 |
| 1990-02-01 | 2.04850465449789 |
| 1990-03-01 | 2.03717632302357 |
| 1990-04-01 | 2.00358837431945 |
| 1990-05-01 | 2.02029174992402 |
| 1990-06-01 | 2.03533683703300 |
| 1990-07-01 | 2.06528805971249 |
| 1990-08-01 | 2.08748146155587 |
| 1990-09-01 | 2.10702231607619 |
| 1990-10-01 | 2.10147135108561 |
| 1990-11-01 | 2.02301870998134 |
| 1990-12-01 | 2.02969318224708 |
| 1991-01-01 | 2.04091548668350 |
| 1991-02-01 | 2.05055433822402 |
| 1991-03-01 | 2.04132944354148 |
| 1991-04-01 | 2.10024852623028 |
| 1991-05-01 | 2.01616625769416 |
| 1991-06-01 | 2.03499037550039 |
| 1991-07-01 | 1.87249220854326 |
| 1991-08-01 | 1.88471053893648 |
| 1991-09-01 | 1.91197188222199 |
| 1991-10-01 | 1.89966886865940 |
| 1991-11-01 | 1.91570869164569 |
| 1991-12-01 | 1.92665169079243 |
| 1992-01-01 | 1.94337311619942 |
| 1992-02-01 | 1.84968889835770 |
| 1992-03-01 | 1.94600705389572 |
| 1992-04-01 | 1.89401176340938 |
| 1992-05-01 | 1.91573986268877 |
| 1992-06-01 | 1.93440343680240 |
| 1992-07-01 | 1.97727761443686 |
| 1992-08-01 | 1.88220905316792 |
| 1992-09-01 | 1.91920047434779 |
| 1992-10-01 | 1.89984202935040 |
| 1992-11-01 | 1.90568028904515 |
| 1992-12-01 | 1.92196725849398 |
| 1993-01-01 | 1.95125872503692 |
| 1993-02-01 | 1.95648878153325 |
| 1993-03-01 | 1.94961137021405 |
| 1993-04-01 | 1.99202801175163 |
| 1993-05-01 | 2.00868130060477 |
| 1993-06-01 | 1.92738256378750 |
| 1993-07-01 | 1.98481632380989 |
| 1993-08-01 | 1.98081333680012 |
| 1993-09-01 | 1.92315471457825 |
| 1993-10-01 | 1.89835678501391 |
| 1993-11-01 | 1.99731964847389 |
| 1993-12-01 | 2.01809125750963 |
| 1994-01-01 | 1.96104727312346 |
| 1994-02-01 | 1.96087267670295 |
| 1994-03-01 | 1.94928584169134 |
| 1994-04-01 | 1.99036199390375 |
| 1994-05-01 | 2.00683874928114 |
| 1994-06-01 | 2.01811483944470 |
| 1994-07-01 | 1.99222247472456 |
| 1994-08-01 | 2.08206028091608 |
| 1994-09-01 | 2.02561182004909 |
| 1994-10-01 | 2.09854446665886 |
| 1994-11-01 | 2.08964080617987 |
| 1994-12-01 | 2.00966367891894 |
| 1995-01-01 | 2.07423876496419 |
| 1995-02-01 | 2.06580456715350 |
| 1995-03-01 | 2.04644429111043 |
| 1995-04-01 | 2.09519339522674 |
| 1995-05-01 | 2.00817092970062 |
| 1995-06-01 | 2.10833578504367 |
| 1995-07-01 | 2.09990756012238 |
| 1995-08-01 | 2.08562617349657 |
| 1995-09-01 | 2.12255883964930 |
| 1995-10-01 | 2.09675351656524 |
| 1995-11-01 | 2.08660992931435 |
| 1995-12-01 | 2.10643480669331 |
| 1996-01-01 | 2.07686790818814 |
| 1996-02-01 | 2.17409295660517 |
| 1996-03-01 | 2.14020666447230 |
| 1996-04-01 | 2.09736021554154 |
| 1996-05-01 | 2.10752564803384 |
| 1996-06-01 | 2.20076982168054 |
| 1996-07-01 | 2.10553584200247 |
| 1996-08-01 | 2.09277000096258 |
| 1996-09-01 | 2.11454732218270 |
| 1996-10-01 | 2.09787750935312 |
| 1996-11-01 | 2.08671201366162 |
| 1996-12-01 | 2.10225229362132 |
| 1997-01-01 | 2.07684429594820 |
| 1997-02-01 | 2.07509693365192 |
| 1997-03-01 | 2.12746633065668 |
| 1997-04-01 | 2.10071549776037 |
| 1997-05-01 | 2.10941728176465 |
| 1997-06-01 | 2.10549350128915 |
| 1997-07-01 | 2.11011954195153 |
| 1997-08-01 | 2.10247905621460 |
| 1997-09-01 | 2.10713580574854 |
| 1997-10-01 | 2.09449091046162 |
| 1997-11-01 | 2.08859067442978 |
| 1997-12-01 | 2.10269025048864 |
| 1998-01-01 | 2.07237882855842 |
| 1998-02-01 | 2.08241331306693 |
| 1998-03-01 | 2.01518652564844 |
| 1998-04-01 | 2.00043694226221 |
| 1998-05-01 | 2.01349262463574 |
| 1998-06-01 | 2.01597259875538 |
| 1998-07-01 | 2.00819024567017 |
| 1998-08-01 | 2.01151964081949 |
| 1998-09-01 | 2.00619073221839 |
| 1998-10-01 | 1.98760264840060 |
| 1998-11-01 | 2.08650828851368 |
| 1998-12-01 | 2.00223677409296 |
| 1999-01-01 | 2.07163893701899 |
| 1999-02-01 | 1.98137693178995 |
| 1999-03-01 | 2.01349663797022 |
| 1999-04-01 | 2.09830074161177 |
| 1999-05-01 | 2.01649792139472 |
| 1999-06-01 | 2.02032411624290 |
| 1999-07-01 | 2.00646079254746 |
| 1999-08-01 | 2.01526079722628 |
| 1999-09-01 | 2.00783951046659 |
| 1999-10-01 | 1.97735529831136 |
| 1999-11-01 | 1.98280319472314 |
| 1999-12-01 | 2.00406997428526 |
| 2000-01-01 | 1.96650858593821 |
| 2000-02-01 | 1.98472093199760 |
| 2000-03-01 | 2.02029034868473 |
| 2000-04-01 | 1.99315888611877 |
| 2000-05-01 | 2.02526782525544 |
| 2000-06-01 | 1.92886823560310 |
| 2000-07-01 | 1.89976089085456 |
| 2000-08-01 | 1.91408149106607 |
| 2000-09-01 | 2.00749581922510 |
| 2000-10-01 | 1.96761968986762 |
| 2000-11-01 | 1.88039576852651 |
| 2000-12-01 | 1.90122459707951 |
| 2001-01-01 | 1.97155341999324 |
| 2001-02-01 | 2.08781891202802 |
| 2001-03-01 | 2.03294213808729 |
| 2001-04-01 | 1.98801515652490 |
| 2001-05-01 | 2.03759782687063 |
| 2001-06-01 | 2.02934290556825 |
| 2001-07-01 | 2.09380509267012 |
| 2001-08-01 | 2.00965465121621 |
| 2001-09-01 | 2.00278025971177 |
| 2001-10-01 | 2.05878118945310 |
| 2001-11-01 | 2.07728776256573 |
| 2001-12-01 | 1.99663675292887 |
| 2002-01-01 | 1.97539036773446 |
| 2002-02-01 | 1.98179146087740 |
| 2002-03-01 | 1.94402864038366 |
| 2002-04-01 | 1.98553929104440 |
| 2002-05-01 | 1.95263587797883 |
| 2002-06-01 | 2.03621163522672 |
| 2002-07-01 | 1.98533662536540 |
| 2002-08-01 | 2.00208599538482 |
| 2002-09-01 | 1.99775180364814 |
| 2002-10-01 | 1.95863841812779 |
| 2002-11-01 | 1.97688904441709 |
| 2002-12-01 | 1.98929317369054 |
| 2003-01-01 | 1.97933962845953 |
| 2003-02-01 | 1.97799438710887 |
| 2003-03-01 | 1.95884404341835 |
| 2003-04-01 | 1.98313589410331 |
| 2003-05-01 | 1.96367085563006 |
| 2003-06-01 | 1.94388777613621 |
| 2003-07-01 | 1.98007463700658 |
| 2003-08-01 | 1.99237138549264 |
| 2003-09-01 | 1.99085813752090 |
| 2003-10-01 | 2.06250195116301 |
| 2003-11-01 | 1.97743066818526 |
| 2003-12-01 | 2.08344789026643 |
| 2004-01-01 | 1.97561209633605 |
| 2004-02-01 | 1.97832319183898 |
| 2004-03-01 | 1.96514572600894 |
| 2004-04-01 | 1.98378471799902 |
| 2004-05-01 | 1.96789040458863 |
| 2004-06-01 | 2.04636706186464 |
| 2004-07-01 | 1.97828298198858 |
| 2004-08-01 | 1.98538830801921 |
| 2004-09-01 | 1.98618286819318 |
| 2004-10-01 | 1.97204534457424 |
| 2004-11-01 | 1.98004833848132 |
| 2004-12-01 | 1.98144452406072 |
| 2005-01-01 | 1.96853083592527 |
| 2005-02-01 | 1.98126792962761 |
| 2005-03-01 | 1.96096217504764 |
| 2005-04-01 | 1.88533269141520 |
| 2005-05-01 | 1.96811656188725 |
| 2005-06-01 | 1.95302765433657 |
| 2005-07-01 | 1.98090547578959 |
| 2005-08-01 | 1.98227165517882 |
| 2005-09-01 | 1.98366981169406 |
| 2005-10-01 | 1.97939491215612 |
| 2005-11-01 | 1.98444443352900 |
| 2005-12-01 | 1.98245854931172 |
| 2006-01-01 | 1.95962492590589 |
| 2006-02-01 | 1.98214978727055 |
| 2006-03-01 | 1.94855608445488 |
| 2006-04-01 | 1.99061282711514 |
| 2006-05-01 | 1.96736521150161 |
| 2006-06-01 | 1.95250975442145 |
| 2006-07-01 | 1.98366781694430 |
| 2006-08-01 | 1.98058664973604 |
| 2006-09-01 | 1.98653341801173 |
| 2006-10-01 | 1.98535499146989 |
| 2006-11-01 | 1.98839373143752 |
| 2006-12-01 | 1.98750997525162 |
| 2007-01-01 | 2.05418402055143 |
| 2007-02-01 | 1.97948131925398 |
| 2007-03-01 | 2.04153138659375 |
| 2007-04-01 | 1.99167084831062 |
| 2007-05-01 | 2.06757513537056 |
| 2007-06-01 | 2.04700237679927 |
| 2007-07-01 | 1.98374988601033 |
| 2007-08-01 | 1.97578976438945 |
| 2007-09-01 | 1.99241302138805 |
| 2007-10-01 | 1.99355818811400 |
| 2007-11-01 | 1.99428830918706 |
| 2007-12-01 | 1.99473678590256 |
| 2008-01-01 | 2.04738529999216 |
| 2008-02-01 | 1.97312450701068 |
| 2008-03-01 | 2.03492171458060 |
| 2008-04-01 | 1.99311042345024 |
| 2008-05-01 | 1.96868246469756 |
| 2008-06-01 | 1.94465253760353 |
| 2008-07-01 | 1.98198338552849 |
| 2008-08-01 | 1.96895377755770 |
| 2008-09-01 | 2.00201550436792 |
| 2008-10-01 | 1.99707729592460 |
| 2008-11-01 | 2.00384620009981 |
| 2008-12-01 | 2.00192082442416 |
| 2009-01-01 | 1.94271874294842 |
| 2009-02-01 | 1.96884012866933 |
| 2009-03-01 | 1.93067201182717 |
| 2009-04-01 | 1.88742763143972 |
| 2009-05-01 | 1.86895021462510 |
| 2009-06-01 | 1.94410893395549 |
| 2009-07-01 | 1.87549583100783 |
| 2009-08-01 | 1.96441342843908 |
| 2009-09-01 | 1.91089684972878 |
| 2009-10-01 | 1.89969369069928 |
| 2009-11-01 | 1.91105664556931 |
| 2009-12-01 | 1.90602636393297 |
| 2010-01-01 | 1.94434625995449 |
| 2010-02-01 | 1.96515494336725 |
| 2010-03-01 | 1.93336928899807 |
| 2010-04-01 | 1.98085729598482 |
| 2010-05-01 | 1.96412165406218 |
| 2010-06-01 | 1.94329748965490 |
| 2010-07-01 | 1.96720180770797 |
| 2010-08-01 | 1.96162049971564 |
| 2010-09-01 | 1.91574517540490 |
| 2010-10-01 | 1.89849227732544 |
| 2010-11-01 | 1.91486153094834 |
| 2010-12-01 | 1.91284041617933 |
| 2011-01-01 | 1.94866227864186 |
| 2011-02-01 | 1.96465430860812 |
| 2011-03-01 | 1.93984580403712 |
| 2011-04-01 | 1.87127770444480 |
| 2011-05-01 | 1.95928212992157 |
| 2011-06-01 | 1.94771647718444 |
| 2011-07-01 | 1.95955269593864 |
| 2011-08-01 | 1.96286502211499 |
| 2011-09-01 | 1.91486094681735 |
| 2011-10-01 | 1.99692888326056 |
| 2011-11-01 | 1.91245112231058 |
| 2011-12-01 | 2.02363642505570 |
| 2012-01-01 | 1.95223537735575 |
| 2012-02-01 | 1.96565132261796 |
| 2012-03-01 | 2.04883033115829 |
| 2012-04-01 | 2.06212753955381 |
| 2012-05-01 | 2.05070396584174 |
| 2012-06-01 | 2.04678383227423 |
| 2012-07-01 | 2.05299751433937 |
| 2012-08-01 | 1.96670424662111 |
| 2012-09-01 | 2.01198607629676 |
| 2012-10-01 | 1.99360287804034 |
| 2012-11-01 | 2.00959618701261 |
| 2012-12-01 | 2.03376356464428 |
| 2013-01-01 | 2.05818823614853 |
| 2013-02-01 | 1.96873796171866 |
| 2013-03-01 | 1.94955258095744 |
| 2013-04-01 | 1.95747677050115 |
| 2013-05-01 | 2.04680843477240 |
| 2013-06-01 | 1.95158032454044 |
| 2013-07-01 | 1.95047324847295 |
| 2013-08-01 | 1.97437263789994 |
| 2013-09-01 | 2.00688667225194 |
| 2013-10-01 | 1.99361001278591 |
| 2013-11-01 | 2.00272487758938 |
| 2013-12-01 | 1.94053324380010 |
| 2014-01-01 | 1.95643523406264 |
| 2014-02-01 | 1.96736959821907 |
| 2014-03-01 | 1.95270081363912 |
| 2014-04-01 | 1.95527199328694 |
| 2014-05-01 | 1.94898824974415 |
| 2014-06-01 | 1.95070807751199 |
| 2014-07-01 | 1.94957226729832 |
| 2014-08-01 | 1.97792129186848 |
| 2014-09-01 | 2.00311919825197 |
| 2014-10-01 | 1.99358137599277 |
| 2014-11-01 | 2.00135320217685 |
| 2014-12-01 | 1.94851115226474 |
| 2015-01-01 | 1.95555626222962 |
| 2015-02-01 | 1.96118622127618 |
| 2015-03-01 | 1.95243930231979 |
| 2015-04-01 | 1.95544663601820 |
| 2015-05-01 | 1.94687882410153 |
| 2015-06-01 | 1.95084204339254 |
| 2015-07-01 | 1.95214906565347 |
| 2015-08-01 | 1.98100420477523 |
| 2015-09-01 | 1.90187568320013 |
| 2015-10-01 | 1.89626448304706 |
| 2015-11-01 | 1.90254391878459 |
| 2015-12-01 | 1.95274180191480 |
| 2016-01-01 | 1.95099948925392 |
| 2016-02-01 | 1.95132528179362 |
| 2016-03-01 | 1.94819238165558 |
| 2016-04-01 | 1.96103295302376 |
| 2016-05-01 | 1.94384940272141 |
| 2016-06-01 | 1.95313429774263 |
| 2016-07-01 | 1.95718280249672 |
| 2016-08-01 | 1.88268870775514 |
| 2016-09-01 | 1.90383653161996 |
| 2016-10-01 | 1.89770877198074 |
| 2016-11-01 | 1.90993598905221 |
| 2016-12-01 | 1.84574256753642 |
| 2017-01-01 | 1.84436062243227 |
| 2017-02-01 | 1.83934745850305 |
| 2017-03-01 | 1.83633907432814 |
| 2017-04-01 | 1.87049458539390 |
| 2017-05-01 | 1.84602022160385 |
| 2017-06-01 | 1.85957447635158 |
| 2017-07-01 | 1.86548531325253 |
| 2017-08-01 | 1.88510360059399 |
| 2017-09-01 | 1.80269078772859 |
| 2017-10-01 | 1.89742821854410 |
| 2017-11-01 | 1.81587885596671 |
| 2017-12-01 | 1.83982716925075 |
| 2018-01-01 | 1.84024135299868 |
| 2018-02-01 | 1.83344154032806 |
| 2018-03-01 | 1.82732987795602 |
| 2018-04-01 | 1.77776663348701 |
| 2018-05-01 | 1.84900822217470 |
| 2018-06-01 | 1.86578747407924 |
| 2018-07-01 | 1.77355901458570 |
| 2018-08-01 | 1.78453394361283 |
| 2018-09-01 | 1.79688815167991 |
| 2018-10-01 | 1.79539259628253 |
| 2018-11-01 | 1.82407836080343 |
| 2018-12-01 | 1.83537417386536 |
| 2019-01-01 | 1.83804627488637 |
| 2019-02-01 | 1.83016117470648 |
| 2019-03-01 | 1.82079326602862 |
| 2019-04-01 | 1.78103394424418 |
| 2019-05-01 | 1.85316091016113 |
| 2019-06-01 | 1.77237116170890 |
| 2019-07-01 | 1.77907880909290 |
| 2019-08-01 | 1.78286307010071 |
| 2019-09-01 | 1.78862891030690 |
| 2019-10-01 | 1.79280034164707 |
| 2019-11-01 | 1.82808457053775 |
| 2019-12-01 | 1.83385006964446 |
| 2020-01-01 | 1.73607897453530 |
| 2020-02-01 | 1.83214851446089 |
| 2020-03-01 | 1.81727940906057 |
| 2020-04-01 | 1.78011805511668 |
| 2020-05-01 | 1.76092749786895 |
| 2020-06-01 | 1.77556963133114 |
| 2020-07-01 | 1.78044271454346 |
| 2020-08-01 | 1.78012778058654 |
| 2020-09-01 | 1.78246885706861 |
| 2020-10-01 | 1.79201420692079 |
| 2020-11-01 | 1.72625744566853 |
| 2020-12-01 | 1.73008383349074 |
| 2021-01-01 | 1.73902543531261 |
| 2021-02-01 | 1.73488430620196 |
| 2021-03-01 | 1.81850409078816 |
| 2021-04-01 | 1.77599408839555 |
| 2021-05-01 | 1.76615546672539 |
| 2021-06-01 | 1.77594684983752 |
| 2021-07-01 | 1.77903951985061 |
| 2021-08-01 | 1.77930974209215 |
| 2021-09-01 | 1.77926688889720 |
| 2021-10-01 | 1.69061988772083 |
| 2021-11-01 | 1.72017922556169 |
| 2021-12-01 | 1.73146019512978 |
| 2022-01-01 | 1.74340930603255 |
| 2022-02-01 | 1.74143024369857 |
| 2022-03-01 | 1.72094803069421 |
| 2022-04-01 | 1.76984892705513 |
| 2022-05-01 | 1.76924932419903 |
| 2022-06-01 | 1.77485323202118 |
| 2022-07-01 | 1.77691299544276 |
| 2022-08-01 | 1.77953480982771 |
| 2022-09-01 | 1.77958266630520 |
| 2022-10-01 | 1.78949636997085 |
| 2022-11-01 | 1.81414533585611 |
| 2022-12-01 | 1.83357061995739 |
| 2023-01-01 | 1.84858443248042 |
| 2023-02-01 | 1.84776811533131 |
| 2023-03-01 | 1.92952360807198 |
| 2023-04-01 | 1.86433558536643 |
| 2023-05-01 | 1.86707570427036 |
| 2023-06-01 | 1.87118570873750 |
| 2023-07-01 | 1.87478145554181 |
| 2023-08-01 | 1.88100373927579 |
| 2023-09-01 | 1.88254980012558 |
| 2023-10-01 | 1.88968353943786 |
| 2023-11-01 | 1.90678178961220 |
| 2023-12-01 | 1.93372485863422 |
| 2024-01-01 | 1.84834377383894 |
| 2024-02-01 | 1.84881563081097 |
| 2024-03-01 | 1.83089318494737 |
| 2024-04-01 | 1.86537509012118 |
| 2024-05-01 | 1.86523359419321 |
| 2024-06-01 | 1.87023865375037 |
| 2024-07-01 | 1.87464492278584 |
| 2024-08-01 | 1.88456761542539 |
| 2024-09-01 | 1.88761060750446 |
| 2024-10-01 | 1.89133712576662 |
| 2024-11-01 | 1.89938385834406 |
| 2024-12-01 | 1.82824626251759 |
| 2025-01-01 | 1.84748175335239 |
| 2025-02-01 | 1.84691826204043 |
| 2025-03-01 | 1.83305288677244 |
| 2025-04-01 | 1.77013294054446 |
| 2025-05-01 | 1.86469141885442 |
| 2025-06-01 | 1.77160487040881 |
| 2025-07-01 | 1.87475471487588 |
| 2025-08-01 | 1.78760319403900 |
| 2025-09-01 | 1.79156199973318 |
| 2025-10-01 | 1.79140220056391 |
| 2025-11-01 | 1.79615979237652 |
| 2025-12-01 | 1.82645986032209 |
| 2026-01-01 | 1.84654348954677 |
| 2026-02-01 | 1.84512816103582 |
| 2026-03-01 | 1.83307765578323 |
| 2026-04-01 | 1.67467533575331 |
| 2026-05-01 | 1.66784703847427 |
| 2026-06-01 | 1.67322217108493 |