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 2026-09-01 |
| Last Updated | 2026-10-20 10:39 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 | 2.0386059283 |
| 1990-02-01 | 2.0485140088 |
| 1990-03-01 | 2.0371919870 |
| 1990-04-01 | 2.0035962651 |
| 1990-05-01 | 2.0203162951 |
| 1990-06-01 | 2.0353723075 |
| 1990-07-01 | 2.0652401042 |
| 1990-08-01 | 2.0874533243 |
| 1990-09-01 | 2.1070094930 |
| 1990-10-01 | 2.1014602696 |
| 1990-11-01 | 2.0230147748 |
| 1990-12-01 | 2.0296955540 |
| 1991-01-01 | 2.0409229739 |
| 1991-02-01 | 2.0505632536 |
| 1991-03-01 | 2.0413437801 |
| 1991-04-01 | 2.1002560102 |
| 1991-05-01 | 2.0161876501 |
| 1991-06-01 | 2.0350232592 |
| 1991-07-01 | 1.8724531103 |
| 1991-08-01 | 1.8846875677 |
| 1991-09-01 | 1.9119612669 |
| 1991-10-01 | 1.8996593748 |
| 1991-11-01 | 1.9157058207 |
| 1991-12-01 | 1.9266547319 |
| 1992-01-01 | 1.9433792185 |
| 1992-02-01 | 1.8496955900 |
| 1992-03-01 | 1.9460183127 |
| 1992-04-01 | 1.8940166766 |
| 1992-05-01 | 1.9157569889 |
| 1992-06-01 | 1.9344319372 |
| 1992-07-01 | 1.9772413952 |
| 1992-08-01 | 1.8821894770 |
| 1992-09-01 | 1.9191920310 |
| 1992-10-01 | 1.8998339693 |
| 1992-11-01 | 1.9056786733 |
| 1992-12-01 | 1.9219710909 |
| 1993-01-01 | 1.9512638474 |
| 1993-02-01 | 1.9564939918 |
| 1993-03-01 | 1.9496193507 |
| 1993-04-01 | 1.9920321566 |
| 1993-05-01 | 2.0086941208 |
| 1993-06-01 | 1.9274034925 |
| 1993-07-01 | 1.9847880078 |
| 1993-08-01 | 1.9807984562 |
| 1993-09-01 | 1.9231498015 |
| 1993-10-01 | 1.8983511713 |
| 1993-11-01 | 1.9973190257 |
| 1993-12-01 | 2.0180949909 |
| 1994-01-01 | 1.9610508976 |
| 1994-02-01 | 1.9608760638 |
| 1994-03-01 | 1.9492902303 |
| 1994-04-01 | 1.9903641738 |
| 1994-05-01 | 2.0068461912 |
| 1994-06-01 | 2.0181295945 |
| 1994-07-01 | 1.9922044047 |
| 1994-08-01 | 2.0820505978 |
| 1994-09-01 | 2.0256090421 |
| 1994-10-01 | 2.0985398568 |
| 1994-11-01 | 2.0896407439 |
| 1994-12-01 | 2.0096670379 |
| 1995-01-01 | 2.0742415211 |
| 1995-02-01 | 2.0658069134 |
| 1995-03-01 | 2.0464460630 |
| 1995-04-01 | 2.0951947949 |
| 1995-05-01 | 2.0081735462 |
| 1995-06-01 | 2.1083418291 |
| 1995-07-01 | 2.0998998789 |
| 1995-08-01 | 2.0856221662 |
| 1995-09-01 | 2.1225576098 |
| 1995-10-01 | 2.0967506420 |
| 1995-11-01 | 2.0866097801 |
| 1995-12-01 | 2.1064367044 |
| 1996-01-01 | 2.0768693403 |
| 1996-02-01 | 2.1740945486 |
| 1996-03-01 | 2.1402069541 |
| 1996-04-01 | 2.0973601160 |
| 1996-05-01 | 2.1075269721 |
| 1996-06-01 | 2.2007719596 |
| 1996-07-01 | 2.1055344168 |
| 1996-08-01 | 2.0927685655 |
| 1996-09-01 | 2.1145461694 |
| 1996-10-01 | 2.0978757511 |
| 1996-11-01 | 2.0867116971 |
| 1996-12-01 | 2.1022529978 |
| 1997-01-01 | 2.0768450803 |
| 1997-02-01 | 2.0750979778 |
| 1997-03-01 | 2.1274662739 |
| 1997-04-01 | 2.1007153929 |
| 1997-05-01 | 2.1094183362 |
| 1997-06-01 | 2.1054934808 |
| 1997-07-01 | 2.1101191721 |
| 1997-08-01 | 2.1024786452 |
| 1997-09-01 | 2.1071354011 |
| 1997-10-01 | 2.0944905609 |
| 1997-11-01 | 2.0885903779 |
| 1997-12-01 | 2.1026901007 |
| 1998-01-01 | 2.0723791788 |
| 1998-02-01 | 2.0824139364 |
| 1998-03-01 | 2.0151864265 |
| 1998-04-01 | 2.0004369195 |
| 1998-05-01 | 2.0134931081 |
| 1998-06-01 | 2.0159726376 |
| 1998-07-01 | 2.0081900816 |
| 1998-08-01 | 2.0115194761 |
| 1998-09-01 | 2.0061905605 |
| 1998-10-01 | 1.9876024790 |
| 1998-11-01 | 2.0865080683 |
| 1998-12-01 | 2.0022367056 |
| 1999-01-01 | 2.0716391105 |
| 1999-02-01 | 1.9813772782 |
| 1999-03-01 | 2.0134966344 |
| 1999-04-01 | 2.0983008496 |
| 1999-05-01 | 2.0164978874 |
| 1999-06-01 | 2.0203241696 |
| 1999-07-01 | 2.0064607274 |
| 1999-08-01 | 2.0152607323 |
| 1999-09-01 | 2.0078394476 |
| 1999-10-01 | 1.9773552502 |
| 1999-11-01 | 1.9828030850 |
| 1999-12-01 | 2.0040699843 |
| 2000-01-01 | 1.9665086363 |
| 2000-02-01 | 1.9847210198 |
| 2000-03-01 | 2.0202903685 |
| 2000-04-01 | 1.9931590036 |
| 2000-05-01 | 2.0252678080 |
| 2000-06-01 | 1.9288682146 |
| 2000-07-01 | 1.8997608627 |
| 2000-08-01 | 1.9140814673 |
| 2000-09-01 | 2.0074957953 |
| 2000-10-01 | 1.9676196751 |
| 2000-11-01 | 1.8803957024 |
| 2000-12-01 | 1.9012246055 |
| 2001-01-01 | 1.9715534463 |
| 2001-02-01 | 2.0878189636 |
| 2001-03-01 | 2.0329421401 |
| 2001-04-01 | 1.9880152266 |
| 2001-05-01 | 2.0375978087 |
| 2001-06-01 | 2.0293428911 |
| 2001-07-01 | 2.0938050755 |
| 2001-08-01 | 2.0096546421 |
| 2001-09-01 | 2.0027802516 |
| 2001-10-01 | 2.0587811868 |
| 2001-11-01 | 2.0772877197 |
| 2001-12-01 | 1.9966367593 |
| 2002-01-01 | 1.9753903784 |
| 2002-02-01 | 1.9817914850 |
| 2002-03-01 | 1.9440286404 |
| 2002-04-01 | 1.9855393269 |
| 2002-05-01 | 1.9526358699 |
| 2002-06-01 | 2.0362116295 |
| 2002-07-01 | 1.9853366162 |
| 2002-08-01 | 2.0020859903 |
| 2002-09-01 | 1.9977517977 |
| 2002-10-01 | 1.9586384156 |
| 2002-11-01 | 1.9768890298 |
| 2002-12-01 | 1.9892931793 |
| 2003-01-01 | 1.9793396323 |
| 2003-02-01 | 1.9779943954 |
| 2003-03-01 | 1.9588440493 |
| 2003-04-01 | 1.9831358988 |
| 2003-05-01 | 1.9636708556 |
| 2003-06-01 | 1.9438877758 |
| 2003-07-01 | 1.9800746331 |
| 2003-08-01 | 1.9923713835 |
| 2003-09-01 | 1.9908581352 |
| 2003-10-01 | 2.0625019506 |
| 2003-11-01 | 1.9774306599 |
| 2003-12-01 | 2.0834478938 |
| 2004-01-01 | 1.9756120984 |
| 2004-02-01 | 1.9783231954 |
| 2004-03-01 | 1.9651457280 |
| 2004-04-01 | 1.9837847194 |
| 2004-05-01 | 1.9678904050 |
| 2004-06-01 | 2.0463670612 |
| 2004-07-01 | 1.9782829801 |
| 2004-08-01 | 1.9853883074 |
| 2004-09-01 | 1.9861828679 |
| 2004-10-01 | 1.9720453446 |
| 2004-11-01 | 1.9800483358 |
| 2004-12-01 | 1.9814445249 |
| 2005-01-01 | 1.9685308369 |
| 2005-02-01 | 1.9812679303 |
| 2005-03-01 | 1.9609621757 |
| 2005-04-01 | 1.8853326918 |
| 2005-05-01 | 1.9681165620 |
| 2005-06-01 | 1.9530276539 |
| 2005-07-01 | 1.9809054755 |
| 2005-08-01 | 1.9822716549 |
| 2005-09-01 | 1.9836698114 |
| 2005-10-01 | 1.9793949120 |
| 2005-11-01 | 1.9844444336 |
| 2005-12-01 | 1.9824585495 |
| 2006-01-01 | 1.9596249264 |
| 2006-02-01 | 1.9821497872 |
| 2006-03-01 | 1.9485560845 |
| 2006-04-01 | 1.9906128268 |
| 2006-05-01 | 1.9673652113 |
| 2006-06-01 | 1.9525097543 |
| 2006-07-01 | 1.9836678166 |
| 2006-08-01 | 1.9805866496 |
| 2006-09-01 | 1.9865334181 |
| 2006-10-01 | 1.9853549920 |
| 2006-11-01 | 1.9883937324 |
| 2006-12-01 | 1.9875099763 |
| 2007-01-01 | 2.0541840214 |
| 2007-02-01 | 1.9794813183 |
| 2007-03-01 | 2.0415313850 |
| 2007-04-01 | 1.9916708459 |
| 2007-05-01 | 2.0675751336 |
| 2007-06-01 | 2.0470023767 |
| 2007-07-01 | 1.9837498871 |
| 2007-08-01 | 1.9757897667 |
| 2007-09-01 | 1.9924130237 |
| 2007-10-01 | 1.9935581905 |
| 2007-11-01 | 1.9942883109 |
| 2007-12-01 | 1.9947367861 |
| 2008-01-01 | 2.0473852996 |
| 2008-02-01 | 1.9731245052 |
| 2008-03-01 | 2.0349217132 |
| 2008-04-01 | 1.9931103988 |
| 2008-05-01 | 1.9686824673 |
| 2008-06-01 | 1.9446525439 |
| 2008-07-01 | 1.9819833950 |
| 2008-08-01 | 1.9689537895 |
| 2008-09-01 | 2.0020155103 |
| 2008-10-01 | 1.9970773040 |
| 2008-11-01 | 2.0038461877 |
| 2008-12-01 | 2.0019208274 |
| 2009-01-01 | 1.9427187368 |
| 2009-02-01 | 1.9688401216 |
| 2009-03-01 | 1.9306720080 |
| 2009-04-01 | 1.8874275866 |
| 2009-05-01 | 1.8689502204 |
| 2009-06-01 | 1.9441089432 |
| 2009-07-01 | 1.8754958450 |
| 2009-08-01 | 1.9644134797 |
| 2009-09-01 | 1.9108968589 |
| 2009-10-01 | 1.8996937102 |
| 2009-11-01 | 1.9110566343 |
| 2009-12-01 | 1.9060263895 |
| 2010-01-01 | 1.9443461381 |
| 2010-02-01 | 1.9651549487 |
| 2010-03-01 | 1.9333692913 |
| 2010-04-01 | 1.9808572269 |
| 2010-05-01 | 1.9641216955 |
| 2010-06-01 | 1.9432975009 |
| 2010-07-01 | 1.9672018284 |
| 2010-08-01 | 1.9616205927 |
| 2010-09-01 | 1.9157451933 |
| 2010-10-01 | 1.8984923121 |
| 2010-11-01 | 1.9148615205 |
| 2010-12-01 | 1.9128404613 |
| 2011-01-01 | 1.9486620311 |
| 2011-02-01 | 1.9646543111 |
| 2011-03-01 | 1.9398457943 |
| 2011-04-01 | 1.8712776263 |
| 2011-05-01 | 1.9592822021 |
| 2011-06-01 | 1.9477165025 |
| 2011-07-01 | 1.9595527504 |
| 2011-08-01 | 1.9628651917 |
| 2011-09-01 | 1.9148610057 |
| 2011-10-01 | 1.9969289333 |
| 2011-11-01 | 1.9124510713 |
| 2011-12-01 | 2.0236363722 |
| 2012-01-01 | 1.9522348668 |
| 2012-02-01 | 1.9656512063 |
| 2012-03-01 | 2.0488302782 |
| 2012-04-01 | 2.0621276020 |
| 2012-05-01 | 2.0507044006 |
| 2012-06-01 | 2.0467842210 |
| 2012-07-01 | 2.0529977923 |
| 2012-08-01 | 1.9667047199 |
| 2012-09-01 | 2.0119858134 |
| 2012-10-01 | 1.9936024185 |
| 2012-11-01 | 2.0095955545 |
| 2012-12-01 | 2.0337629933 |
| 2013-01-01 | 2.0581873544 |
| 2013-02-01 | 1.9687377639 |
| 2013-03-01 | 1.9495527432 |
| 2013-04-01 | 1.9574775185 |
| 2013-05-01 | 2.0468099240 |
| 2013-06-01 | 1.9515816967 |
| 2013-07-01 | 1.9504740184 |
| 2013-08-01 | 1.9743736889 |
| 2013-09-01 | 2.0068852848 |
| 2013-10-01 | 1.9936079689 |
| 2013-11-01 | 2.0027227037 |
| 2013-12-01 | 1.9405316276 |
| 2014-01-01 | 1.9564338926 |
| 2014-02-01 | 1.9673693766 |
| 2014-03-01 | 1.9527012208 |
| 2014-04-01 | 1.9552738332 |
| 2014-05-01 | 1.9489916257 |
| 2014-06-01 | 1.9507117433 |
| 2014-07-01 | 1.9495757589 |
| 2014-08-01 | 1.9779265626 |
| 2014-09-01 | 2.0031196684 |
| 2014-10-01 | 1.9935593312 |
| 2014-11-01 | 2.0013504358 |
| 2014-12-01 | 1.9485129051 |
| 2015-01-01 | 1.9555575459 |
| 2015-02-01 | 1.9611875914 |
| 2015-03-01 | 1.9524405619 |
| 2015-04-01 | 1.9554475394 |
| 2015-05-01 | 1.9468817288 |
| 2015-06-01 | 1.9508490922 |
| 2015-07-01 | 1.9521561681 |
| 2015-08-01 | 1.9810131854 |
| 2015-09-01 | 1.9018787039 |
| 2015-10-01 | 1.8962257283 |
| 2015-11-01 | 1.9025418600 |
| 2015-12-01 | 1.9527476130 |
| 2016-01-01 | 1.9510033338 |
| 2016-02-01 | 1.9513274456 |
| 2016-03-01 | 1.9481930321 |
| 2016-04-01 | 1.9610302639 |
| 2016-05-01 | 1.9438477428 |
| 2016-06-01 | 1.9531420544 |
| 2016-07-01 | 1.9571929232 |
| 2016-08-01 | 1.8827024021 |
| 2016-09-01 | 1.9038481195 |
| 2016-10-01 | 1.8976602204 |
| 2016-11-01 | 1.9099413156 |
| 2016-12-01 | 1.8457543093 |
| 2017-01-01 | 1.8443667920 |
| 2017-02-01 | 1.8393437323 |
| 2017-03-01 | 1.8363318317 |
| 2017-04-01 | 1.8704792644 |
| 2017-05-01 | 1.8460054923 |
| 2017-06-01 | 1.8595771409 |
| 2017-07-01 | 1.8654901393 |
| 2017-08-01 | 1.8851101055 |
| 2017-09-01 | 1.8026997611 |
| 2017-10-01 | 1.8975312529 |
| 2017-11-01 | 1.8158223630 |
| 2017-12-01 | 1.8398403634 |
| 2018-01-01 | 1.8402434816 |
| 2018-02-01 | 1.8334214155 |
| 2018-03-01 | 1.8272745556 |
| 2018-04-01 | 1.7777317087 |
| 2018-05-01 | 1.8489802516 |
| 2018-06-01 | 1.8657875320 |
| 2018-07-01 | 1.7735691317 |
| 2018-08-01 | 1.7845488188 |
| 2018-09-01 | 1.7969211751 |
| 2018-10-01 | 1.7955879562 |
| 2018-11-01 | 1.8239923738 |
| 2018-12-01 | 1.8354307855 |
| 2019-01-01 | 1.8381009834 |
| 2019-02-01 | 1.8301948556 |
| 2019-03-01 | 1.8203431072 |
| 2019-04-01 | 1.7810482630 |
| 2019-05-01 | 1.8531737084 |
| 2019-06-01 | 1.7723988456 |
| 2019-07-01 | 1.7791077673 |
| 2019-08-01 | 1.7828941148 |
| 2019-09-01 | 1.7886879149 |
| 2019-10-01 | 1.7931115746 |
| 2019-11-01 | 1.8279730750 |
| 2019-12-01 | 1.8339488614 |
| 2020-01-01 | 1.7361757050 |
| 2020-02-01 | 1.8322381443 |
| 2020-03-01 | 1.8162904096 |
| 2020-04-01 | 1.7802129079 |
| 2020-05-01 | 1.7610255319 |
| 2020-06-01 | 1.7756750205 |
| 2020-07-01 | 1.7805422608 |
| 2020-08-01 | 1.7802219872 |
| 2020-09-01 | 1.7825790696 |
| 2020-10-01 | 1.7922968258 |
| 2020-11-01 | 1.7261581124 |
| 2020-12-01 | 1.7301307653 |
| 2021-01-01 | 1.7390788856 |
| 2021-02-01 | 1.7349459833 |
| 2021-03-01 | 1.8170467632 |
| 2021-04-01 | 1.7762205461 |
| 2021-05-01 | 1.7664649190 |
| 2021-06-01 | 1.7762754456 |
| 2021-07-01 | 1.7793121538 |
| 2021-08-01 | 1.7794979573 |
| 2021-09-01 | 1.7793505166 |
| 2021-10-01 | 1.6907574036 |
| 2021-11-01 | 1.7197001608 |
| 2021-12-01 | 1.7318530991 |
| 2022-01-01 | 1.7430753785 |
| 2022-02-01 | 1.7411652949 |
| 2022-03-01 | 1.7192691599 |
| 2022-04-01 | 1.7700873073 |
| 2022-05-01 | 1.7697150444 |
| 2022-06-01 | 1.7766801087 |
| 2022-07-01 | 1.7775074906 |
| 2022-08-01 | 1.7796015404 |
| 2022-09-01 | 1.7794506155 |
| 2022-10-01 | 1.7891675271 |
| 2022-11-01 | 1.8130927587 |
| 2022-12-01 | 1.8341152273 |
| 2023-01-01 | 1.8475202783 |
| 2023-02-01 | 1.8467503275 |
| 2023-03-01 | 1.9270291458 |
| 2023-04-01 | 1.8650944773 |
| 2023-05-01 | 1.8683024951 |
| 2023-06-01 | 1.8754787877 |
| 2023-07-01 | 1.8766005872 |
| 2023-08-01 | 1.8804096464 |
| 2023-09-01 | 1.8818026185 |
| 2023-10-01 | 1.8884727699 |
| 2023-11-01 | 1.9047760973 |
| 2023-12-01 | 1.9341651044 |
| 2024-01-01 | 1.8463089674 |
| 2024-02-01 | 1.8468127196 |
| 2024-03-01 | 1.8281098093 |
| 2024-04-01 | 1.8666626752 |
| 2024-05-01 | 1.8673530762 |
| 2024-06-01 | 1.8771434717 |
| 2024-07-01 | 1.8779334454 |
| 2024-08-01 | 1.8830030525 |
| 2024-09-01 | 1.8872212984 |
| 2024-10-01 | 1.8890860207 |
| 2024-11-01 | 1.8965081828 |
| 2024-12-01 | 1.8279186247 |
| 2025-01-01 | 1.8444254529 |
| 2025-02-01 | 1.8438352402 |
| 2025-03-01 | 1.8299484439 |
| 2025-04-01 | 1.7720216309 |
| 2025-05-01 | 1.8679187975 |
| 2025-06-01 | 1.7799164353 |
| 2025-07-01 | 1.8796552782 |
| 2025-08-01 | 1.7852189120 |
| 2025-09-01 | 1.7918398028 |
| 2025-10-01 | 1.7883690735 |
| 2025-11-01 | 1.7925023445 |
| 2025-12-01 | 1.8256284982 |
| 2026-01-01 | 1.8425932553 |
| 2026-02-01 | 1.8411856966 |
| 2026-03-01 | 1.8298181971 |
| 2026-04-01 | 1.6766970772 |
| 2026-05-01 | 1.6712694990 |
| 2026-06-01 | 1.6824386367 |
| 2026-07-01 | 1.6825614352 |
| 2026-08-01 | 1.7858090653 |
| 2026-09-01 | 1.6943967986 |