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 2026-08-01 |
| Last Updated | 2026-09-18 11:28 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 | 2.0385998648 |
| 1990-02-01 | 2.0485064880 |
| 1990-03-01 | 2.0371793938 |
| 1990-04-01 | 2.0035899222 |
| 1990-05-01 | 2.0202965617 |
| 1990-06-01 | 2.0353437906 |
| 1990-07-01 | 2.0652786573 |
| 1990-08-01 | 2.0874759460 |
| 1990-09-01 | 2.1070198022 |
| 1990-10-01 | 2.1014691781 |
| 1990-11-01 | 2.0230179385 |
| 1990-12-01 | 2.0296936476 |
| 1991-01-01 | 2.0409169545 |
| 1991-02-01 | 2.0505560858 |
| 1991-03-01 | 2.0413322541 |
| 1991-04-01 | 2.1002499943 |
| 1991-05-01 | 2.0161704514 |
| 1991-06-01 | 2.0349968220 |
| 1991-07-01 | 1.8724845427 |
| 1991-08-01 | 1.8847060361 |
| 1991-09-01 | 1.9119698012 |
| 1991-10-01 | 1.8996670069 |
| 1991-11-01 | 1.9157081288 |
| 1991-12-01 | 1.9266522874 |
| 1992-01-01 | 1.9433743125 |
| 1992-02-01 | 1.8496902100 |
| 1992-03-01 | 1.9460092610 |
| 1992-04-01 | 1.8940127273 |
| 1992-05-01 | 1.9157432201 |
| 1992-06-01 | 1.9344090240 |
| 1992-07-01 | 1.9772705131 |
| 1992-08-01 | 1.8822052158 |
| 1992-09-01 | 1.9191988191 |
| 1992-10-01 | 1.8998404486 |
| 1992-11-01 | 1.9056799723 |
| 1992-12-01 | 1.9219680103 |
| 1993-01-01 | 1.9512597292 |
| 1993-02-01 | 1.9564898028 |
| 1993-03-01 | 1.9496129347 |
| 1993-04-01 | 1.9920288248 |
| 1993-05-01 | 2.0086838139 |
| 1993-06-01 | 1.9273866667 |
| 1993-07-01 | 1.9848107720 |
| 1993-08-01 | 1.9808104200 |
| 1993-09-01 | 1.9231537514 |
| 1993-10-01 | 1.8983556839 |
| 1993-11-01 | 1.9973195264 |
| 1993-12-01 | 2.0180919899 |
| 1994-01-01 | 1.9610479837 |
| 1994-02-01 | 1.9608733406 |
| 1994-03-01 | 1.9492867021 |
| 1994-04-01 | 1.9903624215 |
| 1994-05-01 | 2.0068402082 |
| 1994-06-01 | 2.0181177321 |
| 1994-07-01 | 1.9922189318 |
| 1994-08-01 | 2.0820583829 |
| 1994-09-01 | 2.0256112755 |
| 1994-10-01 | 2.0985435623 |
| 1994-11-01 | 2.0896407940 |
| 1994-12-01 | 2.0096643379 |
| 1995-01-01 | 2.0742393053 |
| 1995-02-01 | 2.0658050271 |
| 1995-03-01 | 2.0464446385 |
| 1995-04-01 | 2.0951936696 |
| 1995-05-01 | 2.0081714426 |
| 1995-06-01 | 2.1083369700 |
| 1995-07-01 | 2.0999060540 |
| 1995-08-01 | 2.0856253881 |
| 1995-09-01 | 2.1225585986 |
| 1995-10-01 | 2.0967529526 |
| 1995-11-01 | 2.0866099001 |
| 1995-12-01 | 2.1064351790 |
| 1996-01-01 | 2.0768681889 |
| 1996-02-01 | 2.1740932688 |
| 1996-03-01 | 2.1402067213 |
| 1996-04-01 | 2.0973601960 |
| 1996-05-01 | 2.1075259076 |
| 1996-06-01 | 2.2007702408 |
| 1996-07-01 | 2.1055355626 |
| 1996-08-01 | 2.0927697195 |
| 1996-09-01 | 2.1145470962 |
| 1996-10-01 | 2.0978771645 |
| 1996-11-01 | 2.0867119516 |
| 1996-12-01 | 2.1022524318 |
| 1997-01-01 | 2.0768444497 |
| 1997-02-01 | 2.0750971384 |
| 1997-03-01 | 2.1274663195 |
| 1997-04-01 | 2.1007154772 |
| 1997-05-01 | 2.1094174884 |
| 1997-06-01 | 2.1054934973 |
| 1997-07-01 | 2.1101194694 |
| 1997-08-01 | 2.1024789756 |
| 1997-09-01 | 2.1071357264 |
| 1997-10-01 | 2.0944908419 |
| 1997-11-01 | 2.0885906163 |
| 1997-12-01 | 2.1026902211 |
| 1998-01-01 | 2.0723788972 |
| 1998-02-01 | 2.0824134353 |
| 1998-03-01 | 2.0151865062 |
| 1998-04-01 | 2.0004369378 |
| 1998-05-01 | 2.0134927194 |
| 1998-06-01 | 2.0159726064 |
| 1998-07-01 | 2.0081902135 |
| 1998-08-01 | 2.0115196085 |
| 1998-09-01 | 2.0061906985 |
| 1998-10-01 | 1.9876026152 |
| 1998-11-01 | 2.0865082453 |
| 1998-12-01 | 2.0022367607 |
| 1999-01-01 | 2.0716389710 |
| 1999-02-01 | 1.9813769997 |
| 1999-03-01 | 2.0134966373 |
| 1999-04-01 | 2.0983007628 |
| 1999-05-01 | 2.0164979147 |
| 1999-06-01 | 2.0203241267 |
| 1999-07-01 | 2.0064607798 |
| 1999-08-01 | 2.0152607845 |
| 1999-09-01 | 2.0078394981 |
| 1999-10-01 | 1.9773552889 |
| 1999-11-01 | 1.9828031732 |
| 1999-12-01 | 2.0040699762 |
| 2000-01-01 | 1.9665085958 |
| 2000-02-01 | 1.9847209492 |
| 2000-03-01 | 2.0202903526 |
| 2000-04-01 | 1.9931589092 |
| 2000-05-01 | 2.0252678219 |
| 2000-06-01 | 1.9288682315 |
| 2000-07-01 | 1.8997608853 |
| 2000-08-01 | 1.9140814864 |
| 2000-09-01 | 2.0074958145 |
| 2000-10-01 | 1.9676196870 |
| 2000-11-01 | 1.8803957556 |
| 2000-12-01 | 1.9012245987 |
| 2001-01-01 | 1.9715534252 |
| 2001-02-01 | 2.0878189221 |
| 2001-03-01 | 2.0329421385 |
| 2001-04-01 | 1.9880151703 |
| 2001-05-01 | 2.0375978233 |
| 2001-06-01 | 2.0293429027 |
| 2001-07-01 | 2.0938050893 |
| 2001-08-01 | 2.0096546494 |
| 2001-09-01 | 2.0027802581 |
| 2001-10-01 | 2.0587811889 |
| 2001-11-01 | 2.0772877542 |
| 2001-12-01 | 1.9966367542 |
| 2002-01-01 | 1.9753903698 |
| 2002-02-01 | 1.9817914656 |
| 2002-03-01 | 1.9440286404 |
| 2002-04-01 | 1.9855392981 |
| 2002-05-01 | 1.9526358764 |
| 2002-06-01 | 2.0362116341 |
| 2002-07-01 | 1.9853366236 |
| 2002-08-01 | 2.0020859944 |
| 2002-09-01 | 1.9977518025 |
| 2002-10-01 | 1.9586384176 |
| 2002-11-01 | 1.9768890416 |
| 2002-12-01 | 1.9892931748 |
| 2003-01-01 | 1.9793396292 |
| 2003-02-01 | 1.9779943887 |
| 2003-03-01 | 1.9588440446 |
| 2003-04-01 | 1.9831358950 |
| 2003-05-01 | 1.9636708556 |
| 2003-06-01 | 1.9438877761 |
| 2003-07-01 | 1.9800746362 |
| 2003-08-01 | 1.9923713851 |
| 2003-09-01 | 1.9908581371 |
| 2003-10-01 | 2.0625019511 |
| 2003-11-01 | 1.9774306666 |
| 2003-12-01 | 2.0834478910 |
| 2004-01-01 | 1.9756120967 |
| 2004-02-01 | 1.9783231925 |
| 2004-03-01 | 1.9651457264 |
| 2004-04-01 | 1.9837847183 |
| 2004-05-01 | 1.9678904047 |
| 2004-06-01 | 2.0463670617 |
| 2004-07-01 | 1.9782829816 |
| 2004-08-01 | 1.9853883079 |
| 2004-09-01 | 1.9861828681 |
| 2004-10-01 | 1.9720453446 |
| 2004-11-01 | 1.9800483380 |
| 2004-12-01 | 1.9814445242 |
| 2005-01-01 | 1.9685308361 |
| 2005-02-01 | 1.9812679298 |
| 2005-03-01 | 1.9609621752 |
| 2005-04-01 | 1.8853326915 |
| 2005-05-01 | 1.9681165619 |
| 2005-06-01 | 1.9530276543 |
| 2005-07-01 | 1.9809054757 |
| 2005-08-01 | 1.9822716551 |
| 2005-09-01 | 1.9836698116 |
| 2005-10-01 | 1.9793949121 |
| 2005-11-01 | 1.9844444335 |
| 2005-12-01 | 1.9824585493 |
| 2006-01-01 | 1.9596249260 |
| 2006-02-01 | 1.9821497873 |
| 2006-03-01 | 1.9485560845 |
| 2006-04-01 | 1.9906128271 |
| 2006-05-01 | 1.9673652115 |
| 2006-06-01 | 1.9525097544 |
| 2006-07-01 | 1.9836678169 |
| 2006-08-01 | 1.9805866497 |
| 2006-09-01 | 1.9865334180 |
| 2006-10-01 | 1.9853549915 |
| 2006-11-01 | 1.9883937315 |
| 2006-12-01 | 1.9875099753 |
| 2007-01-01 | 2.0541840206 |
| 2007-02-01 | 1.9794813192 |
| 2007-03-01 | 2.0415313865 |
| 2007-04-01 | 1.9916708481 |
| 2007-05-01 | 2.0675751353 |
| 2007-06-01 | 2.0470023768 |
| 2007-07-01 | 1.9837498861 |
| 2007-08-01 | 1.9757897645 |
| 2007-09-01 | 1.9924130215 |
| 2007-10-01 | 1.9935581883 |
| 2007-11-01 | 1.9942883093 |
| 2007-12-01 | 1.9947367859 |
| 2008-01-01 | 2.0473853000 |
| 2008-02-01 | 1.9731245069 |
| 2008-03-01 | 2.0349217146 |
| 2008-04-01 | 1.9931104215 |
| 2008-05-01 | 1.9686824650 |
| 2008-06-01 | 1.9446525381 |
| 2008-07-01 | 1.9819833862 |
| 2008-08-01 | 1.9689537784 |
| 2008-09-01 | 2.0020155046 |
| 2008-10-01 | 1.9970772965 |
| 2008-11-01 | 2.0038461989 |
| 2008-12-01 | 2.0019208248 |
| 2009-01-01 | 1.9427187425 |
| 2009-02-01 | 1.9688401282 |
| 2009-03-01 | 1.9306720118 |
| 2009-04-01 | 1.8874276279 |
| 2009-05-01 | 1.8689502154 |
| 2009-06-01 | 1.9441089350 |
| 2009-07-01 | 1.8754958324 |
| 2009-08-01 | 1.9644134308 |
| 2009-09-01 | 1.9108968504 |
| 2009-10-01 | 1.8996936924 |
| 2009-11-01 | 1.9110566445 |
| 2009-12-01 | 1.9060263663 |
| 2010-01-01 | 1.9443462501 |
| 2010-02-01 | 1.9651549440 |
| 2010-03-01 | 1.9333692895 |
| 2010-04-01 | 1.9808572905 |
| 2010-05-01 | 1.9641216584 |
| 2010-06-01 | 1.9432974910 |
| 2010-07-01 | 1.9672018098 |
| 2010-08-01 | 1.9616205038 |
| 2010-09-01 | 1.9157451769 |
| 2010-10-01 | 1.8984922805 |
| 2010-11-01 | 1.9148615300 |
| 2010-12-01 | 1.9128404203 |
| 2011-01-01 | 1.9486622585 |
| 2011-02-01 | 1.9646543091 |
| 2011-03-01 | 1.9398458036 |
| 2011-04-01 | 1.8712776982 |
| 2011-05-01 | 1.9592821373 |
| 2011-06-01 | 1.9477164799 |
| 2011-07-01 | 1.9595527012 |
| 2011-08-01 | 1.9628650310 |
| 2011-09-01 | 1.9148609521 |
| 2011-10-01 | 1.9969288879 |
| 2011-11-01 | 1.9124511179 |
| 2011-12-01 | 2.0236364205 |
| 2012-01-01 | 1.9522353346 |
| 2012-02-01 | 1.9656513122 |
| 2012-03-01 | 2.0488303266 |
| 2012-04-01 | 2.0621275458 |
| 2012-05-01 | 2.0507040065 |
| 2012-06-01 | 2.0467838693 |
| 2012-07-01 | 2.0529975423 |
| 2012-08-01 | 1.9667042830 |
| 2012-09-01 | 2.0119860537 |
| 2012-10-01 | 1.9936028341 |
| 2012-11-01 | 2.0095961241 |
| 2012-12-01 | 2.0337635067 |
| 2013-01-01 | 2.0581881560 |
| 2013-02-01 | 1.9687379446 |
| 2013-03-01 | 1.9495526013 |
| 2013-04-01 | 1.9574768461 |
| 2013-05-01 | 2.0468085792 |
| 2013-06-01 | 1.9515804571 |
| 2013-07-01 | 1.9504733253 |
| 2013-08-01 | 1.9743727229 |
| 2013-09-01 | 2.0068865453 |
| 2013-10-01 | 1.9936098149 |
| 2013-11-01 | 2.0027246582 |
| 2013-12-01 | 1.9405330754 |
| 2014-01-01 | 1.9564351040 |
| 2014-02-01 | 1.9673695831 |
| 2014-03-01 | 1.9527008735 |
| 2014-04-01 | 1.9552721876 |
| 2014-05-01 | 1.9489885824 |
| 2014-06-01 | 1.9507084351 |
| 2014-07-01 | 1.9495726038 |
| 2014-08-01 | 1.9779217658 |
| 2014-09-01 | 2.0031191963 |
| 2014-10-01 | 1.9935795211 |
| 2014-11-01 | 2.0013527399 |
| 2014-12-01 | 1.9485111704 |
| 2015-01-01 | 1.9555562292 |
| 2015-02-01 | 1.9611862235 |
| 2015-03-01 | 1.9524393714 |
| 2015-04-01 | 1.9554473748 |
| 2015-05-01 | 1.9468792927 |
| 2015-06-01 | 1.9508428135 |
| 2015-07-01 | 1.9521498777 |
| 2015-08-01 | 1.9810049030 |
| 2015-09-01 | 1.9018755847 |
| 2015-10-01 | 1.8962608882 |
| 2015-11-01 | 1.9025430153 |
| 2015-12-01 | 1.9527418391 |
| 2016-01-01 | 1.9509995069 |
| 2016-02-01 | 1.9513253958 |
| 2016-03-01 | 1.9481926817 |
| 2016-04-01 | 1.9610346060 |
| 2016-05-01 | 1.9438502218 |
| 2016-06-01 | 1.9531358957 |
| 2016-07-01 | 1.9571842985 |
| 2016-08-01 | 1.8826894278 |
| 2016-09-01 | 1.9038358702 |
| 2016-10-01 | 1.8977026975 |
| 2016-11-01 | 1.9099340363 |
| 2016-12-01 | 1.8457423574 |
| 2017-01-01 | 1.8443605059 |
| 2017-02-01 | 1.8393481173 |
| 2017-03-01 | 1.8363401127 |
| 2017-04-01 | 1.8704976684 |
| 2017-05-01 | 1.8460219486 |
| 2017-06-01 | 1.8595772340 |
| 2017-07-01 | 1.8654878051 |
| 2017-08-01 | 1.8851048580 |
| 2017-09-01 | 1.8026903414 |
| 2017-10-01 | 1.8974128983 |
| 2017-11-01 | 1.8158769180 |
| 2017-12-01 | 1.8398272026 |
| 2018-01-01 | 1.8402416387 |
| 2018-02-01 | 1.8334433275 |
| 2018-03-01 | 1.8273336945 |
| 2018-04-01 | 1.7777709569 |
| 2018-05-01 | 1.8490111173 |
| 2018-06-01 | 1.8657914653 |
| 2018-07-01 | 1.7735626670 |
| 2018-08-01 | 1.7845367357 |
| 2018-09-01 | 1.7968893461 |
| 2018-10-01 | 1.7953627162 |
| 2018-11-01 | 1.8240773531 |
| 2018-12-01 | 1.8353742929 |
| 2019-01-01 | 1.8380452238 |
| 2019-02-01 | 1.8301610563 |
| 2019-03-01 | 1.8208135233 |
| 2019-04-01 | 1.7810361453 |
| 2019-05-01 | 1.8531622330 |
| 2019-06-01 | 1.7723745687 |
| 2019-07-01 | 1.7790834774 |
| 2019-08-01 | 1.7828679301 |
| 2019-09-01 | 1.7886331247 |
| 2019-10-01 | 1.7927582072 |
| 2019-11-01 | 1.8280851380 |
| 2019-12-01 | 1.8338486646 |
| 2020-01-01 | 1.7360738417 |
| 2020-02-01 | 1.8321424612 |
| 2020-03-01 | 1.8173150243 |
| 2020-04-01 | 1.7801166905 |
| 2020-05-01 | 1.7609288505 |
| 2020-06-01 | 1.7755769305 |
| 2020-07-01 | 1.7804539946 |
| 2020-08-01 | 1.7801391431 |
| 2020-09-01 | 1.7824776239 |
| 2020-10-01 | 1.7919652998 |
| 2020-11-01 | 1.7262511001 |
| 2020-12-01 | 1.7300540977 |
| 2021-01-01 | 1.7390089557 |
| 2021-02-01 | 1.7348769925 |
| 2021-03-01 | 1.8185399848 |
| 2021-04-01 | 1.7760198544 |
| 2021-05-01 | 1.7661885393 |
| 2021-06-01 | 1.7759797075 |
| 2021-07-01 | 1.7790619285 |
| 2021-08-01 | 1.7793135830 |
| 2021-09-01 | 1.7792520316 |
| 2021-10-01 | 1.6905425974 |
| 2021-11-01 | 1.7201537942 |
| 2021-12-01 | 1.7313737294 |
| 2022-01-01 | 1.7433722316 |
| 2022-02-01 | 1.7414303470 |
| 2022-03-01 | 1.7209907179 |
| 2022-04-01 | 1.7699348150 |
| 2022-05-01 | 1.7693647338 |
| 2022-06-01 | 1.7749785245 |
| 2022-07-01 | 1.7769985138 |
| 2022-08-01 | 1.7794714292 |
| 2022-09-01 | 1.7794843555 |
| 2022-10-01 | 1.7893373107 |
| 2022-11-01 | 1.8140547175 |
| 2022-12-01 | 1.8333758318 |
| 2023-01-01 | 1.8484678607 |
| 2023-02-01 | 1.8477227652 |
| 2023-03-01 | 1.9295299972 |
| 2023-04-01 | 1.8646442406 |
| 2023-05-01 | 1.8674957651 |
| 2023-06-01 | 1.8717268850 |
| 2023-07-01 | 1.8751178770 |
| 2023-08-01 | 1.8801516143 |
| 2023-09-01 | 1.8823928778 |
| 2023-10-01 | 1.8895266812 |
| 2023-11-01 | 1.9066464156 |
| 2023-12-01 | 1.9333860059 |
| 2024-01-01 | 1.8480638897 |
| 2024-02-01 | 1.8485997217 |
| 2024-03-01 | 1.8307747057 |
| 2024-04-01 | 1.8658976872 |
| 2024-05-01 | 1.8659989779 |
| 2024-06-01 | 1.8712537398 |
| 2024-07-01 | 1.8753305210 |
| 2024-08-01 | 1.8831817962 |
| 2024-09-01 | 1.8873732465 |
| 2024-10-01 | 1.8911779928 |
| 2024-11-01 | 1.8991646973 |
| 2024-12-01 | 1.8277500869 |
| 2025-01-01 | 1.8469698394 |
| 2025-02-01 | 1.8464660745 |
| 2025-03-01 | 1.8327498525 |
| 2025-04-01 | 1.7708543026 |
| 2025-05-01 | 1.8658368111 |
| 2025-06-01 | 1.7730560665 |
| 2025-07-01 | 1.8757904454 |
| 2025-08-01 | 1.7857907939 |
| 2025-09-01 | 1.7912890884 |
| 2025-10-01 | 1.7912745711 |
| 2025-11-01 | 1.7958959052 |
| 2025-12-01 | 1.8258078173 |
| 2026-01-01 | 1.8458236615 |
| 2026-02-01 | 1.8444619572 |
| 2026-03-01 | 1.8326292493 |
| 2026-04-01 | 1.6754651200 |
| 2026-05-01 | 1.6690819067 |
| 2026-06-01 | 1.6748682030 |
| 2026-07-01 | 1.6785074886 |
| 2026-08-01 | 1.6879191922 |