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 2025-12-01 |
| Last Updated | 2026-01-28 2:24 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 | 2.03858543151513 |
| 1990-02-01 | 2.04848859442860 |
| 1990-03-01 | 2.03714941758092 |
| 1990-04-01 | 2.00357479240823 |
| 1990-05-01 | 2.02024959060160 |
| 1990-06-01 | 2.03527591139002 |
| 1990-07-01 | 2.06537047062995 |
| 1990-08-01 | 2.08752977799576 |
| 1990-09-01 | 2.10704434346052 |
| 1990-10-01 | 2.10149040173426 |
| 1990-11-01 | 2.02302546942535 |
| 1990-12-01 | 2.02968909697629 |
| 1991-01-01 | 2.04090262599225 |
| 1991-02-01 | 2.05053903136411 |
| 1991-03-01 | 2.04130481819859 |
| 1991-04-01 | 2.10023564519149 |
| 1991-05-01 | 2.01612951321012 |
| 1991-06-01 | 2.03493389233561 |
| 1991-07-01 | 1.87255939752964 |
| 1991-08-01 | 1.88474998447629 |
| 1991-09-01 | 1.91199011673378 |
| 1991-10-01 | 1.89968519326440 |
| 1991-11-01 | 1.91571362253401 |
| 1991-12-01 | 1.92664645432998 |
| 1992-01-01 | 1.94336263437581 |
| 1992-02-01 | 1.84967740976188 |
| 1992-03-01 | 1.94598771526727 |
| 1992-04-01 | 1.89400330407378 |
| 1992-05-01 | 1.91571044625682 |
| 1992-06-01 | 1.93435448219416 |
| 1992-07-01 | 1.97733985510137 |
| 1992-08-01 | 1.88224266812009 |
| 1992-09-01 | 1.91921497747711 |
| 1992-10-01 | 1.89985589353446 |
| 1992-11-01 | 1.90568306332361 |
| 1992-12-01 | 1.92196066044408 |
| 1993-01-01 | 1.95124992629129 |
| 1993-02-01 | 1.95647983644162 |
| 1993-03-01 | 1.94959766177653 |
| 1993-04-01 | 1.99202087849502 |
| 1993-05-01 | 2.00865927951099 |
| 1993-06-01 | 1.92734661340842 |
| 1993-07-01 | 1.98486498564817 |
| 1993-08-01 | 1.98083888560449 |
| 1993-09-01 | 1.92316315326364 |
| 1993-10-01 | 1.89836644544240 |
| 1993-11-01 | 1.99732071704349 |
| 1993-12-01 | 2.01808483034916 |
| 1994-01-01 | 1.96104104734009 |
| 1994-02-01 | 1.96086686082342 |
| 1994-03-01 | 1.94927830270548 |
| 1994-04-01 | 1.99035824224211 |
| 1994-05-01 | 2.00682596639962 |
| 1994-06-01 | 2.01808949305808 |
| 1994-07-01 | 1.99225352868390 |
| 1994-08-01 | 2.08207690485688 |
| 1994-09-01 | 2.02561659089888 |
| 1994-10-01 | 2.09855240419826 |
| 1994-11-01 | 2.08964091175617 |
| 1994-12-01 | 2.00965789485008 |
| 1995-01-01 | 2.07423403107920 |
| 1995-02-01 | 2.06580053690499 |
| 1995-03-01 | 2.04644124650232 |
| 1995-04-01 | 2.09519099015243 |
| 1995-05-01 | 2.00816643549722 |
| 1995-06-01 | 2.10832540171709 |
| 1995-07-01 | 2.09992076171464 |
| 1995-08-01 | 2.08563305226245 |
| 1995-09-01 | 2.12256095151825 |
| 1995-10-01 | 2.09675846687824 |
| 1995-11-01 | 2.08661018456395 |
| 1995-12-01 | 2.10643153736238 |
| 1996-01-01 | 2.07686544867836 |
| 1996-02-01 | 2.17409022038311 |
| 1996-03-01 | 2.14020616657779 |
| 1996-04-01 | 2.09736038663382 |
| 1996-05-01 | 2.10752337491528 |
| 1996-06-01 | 2.20076614935129 |
| 1996-07-01 | 2.10553829019900 |
| 1996-08-01 | 2.09277246675976 |
| 1996-09-01 | 2.11454930204103 |
| 1996-10-01 | 2.09788053576770 |
| 1996-11-01 | 2.08671255676924 |
| 1996-12-01 | 2.10225107935321 |
| 1997-01-01 | 2.07684294911747 |
| 1997-02-01 | 2.07509513845572 |
| 1997-03-01 | 2.12746642786350 |
| 1997-04-01 | 2.10071567800586 |
| 1997-05-01 | 2.10941547143780 |
| 1997-06-01 | 2.10549353686593 |
| 1997-07-01 | 2.11012017742303 |
| 1997-08-01 | 2.10247976256249 |
| 1997-09-01 | 2.10713650114967 |
| 1997-10-01 | 2.09449151099217 |
| 1997-11-01 | 2.08859118355941 |
| 1997-12-01 | 2.10269050798508 |
| 1998-01-01 | 2.07237822725906 |
| 1998-02-01 | 2.08241224115094 |
| 1998-03-01 | 2.01518669568978 |
| 1998-04-01 | 2.00043698137483 |
| 1998-05-01 | 2.01349179442958 |
| 1998-06-01 | 2.01597253221994 |
| 1998-07-01 | 2.00819052754797 |
| 1998-08-01 | 2.01151992378534 |
| 1998-09-01 | 2.00619102726069 |
| 1998-10-01 | 1.98760293940999 |
| 1998-11-01 | 2.08650866671258 |
| 1998-12-01 | 2.00223689172915 |
| 1999-01-01 | 2.07163863928745 |
| 1999-02-01 | 1.98137633624455 |
| 1999-03-01 | 2.01349664411287 |
| 1999-04-01 | 2.09830055626069 |
| 1999-05-01 | 2.01649797989317 |
| 1999-06-01 | 2.02032402468866 |
| 1999-07-01 | 2.00646090446520 |
| 1999-08-01 | 2.01526090878273 |
| 1999-09-01 | 2.00783961843107 |
| 1999-10-01 | 1.97735538088540 |
| 1999-11-01 | 1.98280338314000 |
| 1999-12-01 | 2.00406995716689 |
| 2000-01-01 | 1.96650849948790 |
| 2000-02-01 | 1.98472078112818 |
| 2000-03-01 | 2.02029031472291 |
| 2000-04-01 | 1.99315868429521 |
| 2000-05-01 | 2.02526785496371 |
| 2000-06-01 | 1.92886827176277 |
| 2000-07-01 | 1.89976093918170 |
| 2000-08-01 | 1.91408153183770 |
| 2000-09-01 | 2.00749586025903 |
| 2000-10-01 | 1.96761971517454 |
| 2000-11-01 | 1.88039588204632 |
| 2000-12-01 | 1.90122458262283 |
| 2001-01-01 | 1.97155337480219 |
| 2001-02-01 | 2.08781882342103 |
| 2001-03-01 | 2.03294213462623 |
| 2001-04-01 | 1.98801503623176 |
| 2001-05-01 | 2.03759785800038 |
| 2001-06-01 | 2.02934293035920 |
| 2001-07-01 | 2.09380512223482 |
| 2001-08-01 | 2.00965466692962 |
| 2001-09-01 | 2.00278027362679 |
| 2001-10-01 | 2.05878119399874 |
| 2001-11-01 | 2.07728783613216 |
| 2001-12-01 | 1.99663674204504 |
| 2002-01-01 | 1.97539034943218 |
| 2002-02-01 | 1.98179141947926 |
| 2002-03-01 | 1.94402864043463 |
| 2002-04-01 | 1.98553922950405 |
| 2002-05-01 | 1.95263589190262 |
| 2002-06-01 | 2.03621164506249 |
| 2002-07-01 | 1.98533664111578 |
| 2002-08-01 | 2.00208600411128 |
| 2002-09-01 | 1.99775181392203 |
| 2002-10-01 | 1.95863842241787 |
| 2002-11-01 | 1.97688906953399 |
| 2002-12-01 | 1.98929316413512 |
| 2003-01-01 | 1.97933962181451 |
| 2003-02-01 | 1.97799437283528 |
| 2003-03-01 | 1.95884403323491 |
| 2003-04-01 | 1.98313588593323 |
| 2003-05-01 | 1.96367085564972 |
| 2003-06-01 | 1.94388777674576 |
| 2003-07-01 | 1.98007464368756 |
| 2003-08-01 | 1.99237138893999 |
| 2003-09-01 | 1.99085814153647 |
| 2003-10-01 | 2.06250195221369 |
| 2003-11-01 | 1.97743068247692 |
| 2003-12-01 | 2.08344788427711 |
| 2004-01-01 | 1.97561209258050 |
| 2004-02-01 | 1.97832318564759 |
| 2004-03-01 | 1.96514572260450 |
| 2004-04-01 | 1.98378471561068 |
| 2004-05-01 | 1.96789040359745 |
| 2004-06-01 | 2.04636706300975 |
| 2004-07-01 | 1.97828298526647 |
| 2004-08-01 | 1.98538830923156 |
| 2004-09-01 | 1.98618286892189 |
| 2004-10-01 | 1.97204534467850 |
| 2004-11-01 | 1.98004834327678 |
| 2004-12-01 | 1.98144452275752 |
| 2005-01-01 | 1.96853083335932 |
| 2005-02-01 | 1.98126792852654 |
| 2005-03-01 | 1.96096217349892 |
| 2005-04-01 | 1.88533269087839 |
| 2005-05-01 | 1.96811656146419 |
| 2005-06-01 | 1.95302765522891 |
| 2005-07-01 | 1.98090547665355 |
| 2005-08-01 | 1.98227165606404 |
| 2005-09-01 | 1.98366981238736 |
| 2005-10-01 | 1.97939491237783 |
| 2005-11-01 | 1.98444443323920 |
| 2005-12-01 | 1.98245854876907 |
| 2006-01-01 | 1.95962492353709 |
| 2006-02-01 | 1.98214978785816 |
| 2006-03-01 | 1.94855608416308 |
| 2006-04-01 | 1.99061282838715 |
| 2006-05-01 | 1.96736521198678 |
| 2006-06-01 | 1.95250975415971 |
| 2006-07-01 | 1.98366781792567 |
| 2006-08-01 | 1.98058665149321 |
| 2006-09-01 | 1.98653341826346 |
| 2006-10-01 | 1.98535499035042 |
| 2006-11-01 | 1.98839372903715 |
| 2006-12-01 | 1.98750997273042 |
| 2007-01-01 | 2.05418401681033 |
| 2007-02-01 | 1.97948132146079 |
| 2007-03-01 | 2.04153138924963 |
| 2007-04-01 | 1.99167085398461 |
| 2007-05-01 | 2.06757513904723 |
| 2007-06-01 | 2.04700237556643 |
| 2007-07-01 | 1.98374988380341 |
| 2007-08-01 | 1.97578976184459 |
| 2007-09-01 | 1.99241301767481 |
| 2007-10-01 | 1.99355818425518 |
| 2007-11-01 | 1.99428830644811 |
| 2007-12-01 | 1.99473678632940 |
| 2008-01-01 | 2.04738529852632 |
| 2008-02-01 | 1.97312450647869 |
| 2008-03-01 | 2.03492170715701 |
| 2008-04-01 | 1.99311050371461 |
| 2008-05-01 | 1.96868244732286 |
| 2008-06-01 | 1.94465251313101 |
| 2008-07-01 | 1.98198335874544 |
| 2008-08-01 | 1.96895374975348 |
| 2008-09-01 | 2.00201550230866 |
| 2008-10-01 | 1.99707727577168 |
| 2008-11-01 | 2.00384625837898 |
| 2008-12-01 | 2.00192081221391 |
| 2009-01-01 | 1.94271875961285 |
| 2009-02-01 | 1.96884013786796 |
| 2009-03-01 | 1.93067199829506 |
| 2009-04-01 | 1.88742777066394 |
| 2009-05-01 | 1.86895016490861 |
| 2009-06-01 | 1.94410887220272 |
| 2009-07-01 | 1.87549575802692 |
| 2009-08-01 | 1.96441343669016 |
| 2009-09-01 | 1.91089681476404 |
| 2009-10-01 | 1.89969360721010 |
| 2009-11-01 | 1.91105669294982 |
| 2009-12-01 | 1.90602625962610 |
| 2010-01-01 | 1.94434669148241 |
| 2010-02-01 | 1.96515489733151 |
| 2010-03-01 | 1.93336924162213 |
| 2010-04-01 | 1.98085751118528 |
| 2010-05-01 | 1.96412142336924 |
| 2010-06-01 | 1.94329740107702 |
| 2010-07-01 | 1.96720168627542 |
| 2010-08-01 | 1.96162054277739 |
| 2010-09-01 | 1.91574509726050 |
| 2010-10-01 | 1.89849212684859 |
| 2010-11-01 | 1.91486157750168 |
| 2010-12-01 | 1.91284023405306 |
| 2011-01-01 | 1.94866315728935 |
| 2011-02-01 | 1.96465424536922 |
| 2011-03-01 | 1.93984576024154 |
| 2011-04-01 | 1.87127791265803 |
| 2011-05-01 | 1.95928171811312 |
| 2011-06-01 | 1.94771631267374 |
| 2011-07-01 | 1.95955243529544 |
| 2011-08-01 | 1.96286498383731 |
| 2011-09-01 | 1.91486071855666 |
| 2011-10-01 | 1.99692870320022 |
| 2011-11-01 | 1.91245139886598 |
| 2011-12-01 | 2.02363674996611 |
| 2012-01-01 | 1.95223739064085 |
| 2012-02-01 | 1.96565179920191 |
| 2012-03-01 | 2.04883036299515 |
| 2012-04-01 | 2.06212684999607 |
| 2012-05-01 | 2.05070155301459 |
| 2012-06-01 | 2.04678167507141 |
| 2012-07-01 | 2.05299606493566 |
| 2012-08-01 | 1.96670335489358 |
| 2012-09-01 | 2.01198771589311 |
| 2012-10-01 | 1.99360558817284 |
| 2012-11-01 | 2.00959968136255 |
| 2012-12-01 | 2.03376658923799 |
| 2013-01-01 | 2.05819186052056 |
| 2013-02-01 | 1.96873829023992 |
| 2013-03-01 | 1.94955079214319 |
| 2013-04-01 | 1.95747204851825 |
| 2013-05-01 | 2.04680020221403 |
| 2013-06-01 | 1.95157289952730 |
| 2013-07-01 | 1.95046916296606 |
| 2013-08-01 | 1.97437257537057 |
| 2013-09-01 | 2.00689416992915 |
| 2013-10-01 | 1.99362096698387 |
| 2013-11-01 | 2.00273622454213 |
| 2013-12-01 | 1.94054110749883 |
| 2014-01-01 | 1.95644010089388 |
| 2014-02-01 | 1.96736850317010 |
| 2014-03-01 | 1.95269629096189 |
| 2014-04-01 | 1.95526118021585 |
| 2014-05-01 | 1.94897066483600 |
| 2014-06-01 | 1.95068937001999 |
| 2014-07-01 | 1.94955471607916 |
| 2014-08-01 | 1.97790304104229 |
| 2014-09-01 | 2.00312075912151 |
| 2014-10-01 | 1.99368380603661 |
| 2014-11-01 | 2.00138196242853 |
| 2014-12-01 | 1.94850246843755 |
| 2015-01-01 | 1.95554825411613 |
| 2015-02-01 | 1.96117611586815 |
| 2015-03-01 | 1.95242686149622 |
| 2015-04-01 | 1.95542431625641 |
| 2015-05-01 | 1.94684825268451 |
| 2015-06-01 | 1.95080653754081 |
| 2015-07-01 | 1.95212194718035 |
| 2015-08-01 | 1.98097018265197 |
| 2015-09-01 | 1.90187926960947 |
| 2015-10-01 | 1.89646169144446 |
| 2015-11-01 | 1.90260043428437 |
| 2015-12-01 | 1.95272424125536 |
| 2016-01-01 | 1.95097837657268 |
| 2016-02-01 | 1.95129650286529 |
| 2016-03-01 | 1.94815344251162 |
| 2016-04-01 | 1.96097291397680 |
| 2016-05-01 | 1.94380397023311 |
| 2016-06-01 | 1.95305657129335 |
| 2016-07-01 | 1.95713478744416 |
| 2016-08-01 | 1.88264994822412 |
| 2016-09-01 | 1.90387871915147 |
| 2016-10-01 | 1.89806044264594 |
| 2016-11-01 | 1.91007582634704 |
| 2016-12-01 | 1.84574638587309 |
| 2017-01-01 | 1.84430676920309 |
| 2017-02-01 | 1.83925984940195 |
| 2017-03-01 | 1.83621620119958 |
| 2017-04-01 | 1.87033834299637 |
| 2017-05-01 | 1.84591665203306 |
| 2017-06-01 | 1.85944097445136 |
| 2017-07-01 | 1.86542608014949 |
| 2017-08-01 | 1.88508383710476 |
| 2017-09-01 | 1.80280782697024 |
| 2017-10-01 | 1.89813249700656 |
| 2017-11-01 | 1.81612947559709 |
| 2017-12-01 | 1.83990849299960 |
| 2018-01-01 | 1.84018677176813 |
| 2018-02-01 | 1.83330475560567 |
| 2018-03-01 | 1.82663387529898 |
| 2018-04-01 | 1.77752546922117 |
| 2018-05-01 | 1.84885062185176 |
| 2018-06-01 | 1.86561350052431 |
| 2018-07-01 | 1.77349393903664 |
| 2018-08-01 | 1.78451496565549 |
| 2018-09-01 | 1.79707266183654 |
| 2018-10-01 | 1.79687639648935 |
| 2018-11-01 | 1.82448591619957 |
| 2018-12-01 | 1.83564132212478 |
| 2019-01-01 | 1.83819072989336 |
| 2019-02-01 | 1.83023676872508 |
| 2019-03-01 | 1.81762342888242 |
| 2019-04-01 | 1.78093963780108 |
| 2019-05-01 | 1.85312215979864 |
| 2019-06-01 | 1.77233714307998 |
| 2019-07-01 | 1.77921581717849 |
| 2019-08-01 | 1.78314207145907 |
| 2019-09-01 | 1.78918524071118 |
| 2019-10-01 | 1.79525133484443 |
| 2019-11-01 | 1.82875566156029 |
| 2019-12-01 | 1.83426238641055 |
| 2020-01-01 | 1.73621096387982 |
| 2020-02-01 | 1.83211480398578 |
| 2020-03-01 | 1.81079829231954 |
| 2020-04-01 | 1.77995849518950 |
| 2020-05-01 | 1.76096863468097 |
| 2020-06-01 | 1.77584830155206 |
| 2020-07-01 | 1.78116619638429 |
| 2020-08-01 | 1.78121883848976 |
| 2020-09-01 | 1.78394814769070 |
| 2020-10-01 | 1.79570580609614 |
| 2020-11-01 | 1.72743487786182 |
| 2020-12-01 | 1.73023218996369 |
| 2021-01-01 | 1.73874563040017 |
| 2021-02-01 | 1.73465670755635 |
| 2021-03-01 | 1.80696783872847 |
| 2021-04-01 | 1.77574169702341 |
| 2021-05-01 | 1.76627761325601 |
| 2021-06-01 | 1.77666622537761 |
| 2021-07-01 | 1.78066536621626 |
| 2021-08-01 | 1.78180065515132 |
| 2021-09-01 | 1.78261195444936 |
| 2021-10-01 | 1.69628294734153 |
| 2021-11-01 | 1.72383317146388 |
| 2021-12-01 | 1.72979488833327 |
| 2022-01-01 | 1.74044928240262 |
| 2022-02-01 | 1.73918275463096 |
| 2022-03-01 | 1.70519799000516 |
| 2022-04-01 | 1.77047691767468 |
| 2022-05-01 | 1.76972366955579 |
| 2022-06-01 | 1.77528584708906 |
| 2022-07-01 | 1.78095553026978 |
| 2022-08-01 | 1.78447578011041 |
| 2022-09-01 | 1.78522902847643 |
| 2022-10-01 | 1.79749233067774 |
| 2022-11-01 | 1.81979696039198 |
| 2022-12-01 | 1.82841728716693 |
| 2023-01-01 | 1.84316899224333 |
| 2023-02-01 | 1.84362238215933 |
| 2023-03-01 | 1.90650295275982 |
| 2023-04-01 | 1.86631634606248 |
| 2023-05-01 | 1.86717099706623 |
| 2023-06-01 | 1.87100637525205 |
| 2023-07-01 | 1.88263507099369 |
| 2023-08-01 | 1.88903915858958 |
| 2023-09-01 | 1.89094455116247 |
| 2023-10-01 | 1.89960859071564 |
| 2023-11-01 | 1.91443012651587 |
| 2023-12-01 | 1.92438910344859 |
| 2024-01-01 | 1.84041346693199 |
| 2024-02-01 | 1.84239879349084 |
| 2024-03-01 | 1.80686072174833 |
| 2024-04-01 | 1.86770874076740 |
| 2024-05-01 | 1.86537112883103 |
| 2024-06-01 | 1.86896785872060 |
| 2024-07-01 | 1.88648494515401 |
| 2024-08-01 | 1.89532212483887 |
| 2024-09-01 | 1.89785750061252 |
| 2024-10-01 | 1.90147773377733 |
| 2024-11-01 | 1.90685261981920 |
| 2024-12-01 | 1.91725018165803 |
| 2025-01-01 | 1.94101081372759 |
| 2025-02-01 | 1.94217809727029 |
| 2025-03-01 | 1.90834946008625 |
| 2025-04-01 | 1.87019810092773 |
| 2025-05-01 | 1.86461274533566 |
| 2025-06-01 | 1.86801599711011 |
| 2025-07-01 | 1.78985865019920 |
| 2025-08-01 | 1.79911006936069 |
| 2025-09-01 | 1.80217861518327 |
| 2025-10-01 | 1.80125630958475 |
| 2025-11-01 | 1.80374718329653 |
| 2025-12-01 | 1.81217310625136 |