Table Data - All Employees: Wholesale Trade in Grand Forks, ND-MN (MSA)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| 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 2024-05-01 |
| Last Updated | 2024-06-26 4:51 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 | 2.0386167550084400 |
| 1990-02-01 | 2.0485274430768400 |
| 1990-03-01 | 2.0372144737398004 |
| 1990-04-01 | 2.0036075717887500 |
| 1990-05-01 | 2.0203515321036400 |
| 1990-06-01 | 2.0354232282703600 |
| 1990-07-01 | 2.0651712904235198 |
| 1990-08-01 | 2.0874129209499300 |
| 1990-09-01 | 2.1069910856313300 |
| 1990-10-01 | 2.1014443734543400 |
| 1990-11-01 | 2.0230091256187200 |
| 1990-12-01 | 2.0296989504333700 |
| 1991-01-01 | 2.0409337222490800 |
| 1991-02-01 | 2.0505760573759200 |
| 1991-03-01 | 2.0413643613602700 |
| 1991-04-01 | 2.1002667344599800 |
| 1991-05-01 | 2.0162183609417400 |
| 1991-06-01 | 2.0350704661361103 |
| 1991-07-01 | 1.8723970054591900 |
| 1991-08-01 | 1.8846545824021297 |
| 1991-09-01 | 1.9119460284159900 |
| 1991-10-01 | 1.8996457584937798 |
| 1991-11-01 | 1.9157016989679099 |
| 1991-12-01 | 1.9266590878089900 |
| 1992-01-01 | 1.9433879786877100 |
| 1992-02-01 | 1.8497052004050400 |
| 1992-03-01 | 1.9460344757429400 |
| 1992-04-01 | 1.8940237148405001 |
| 1992-05-01 | 1.9157815753217000 |
| 1992-06-01 | 1.9344728510199400 |
| 1992-07-01 | 1.9771894209094900 |
| 1992-08-01 | 1.8821613661606202 |
| 1992-09-01 | 1.9191799099918898 |
| 1992-10-01 | 1.8998224132825500 |
| 1992-11-01 | 1.9056763531243999 |
| 1992-12-01 | 1.9219765811750702 |
| 1993-01-01 | 1.9512712008295900 |
| 1993-02-01 | 1.9565014747378302 |
| 1993-03-01 | 1.9496308069079797 |
| 1993-04-01 | 1.9920380964412700 |
| 1993-05-01 | 2.0087125249426600 |
| 1993-06-01 | 1.9274335355850198 |
| 1993-07-01 | 1.9847473765981498 |
| 1993-08-01 | 1.9807770857813500 |
| 1993-09-01 | 1.9231427482831300 |
| 1993-10-01 | 1.8983431258071500 |
| 1993-11-01 | 1.9973181308056203 |
| 1993-12-01 | 2.0181003394368497 |
| 1994-01-01 | 1.9610561006389800 |
| 1994-02-01 | 1.9608809277267700 |
| 1994-03-01 | 1.9492965298625200 |
| 1994-04-01 | 1.9903672977936900 |
| 1994-05-01 | 2.0068568745871200 |
| 1994-06-01 | 2.0181507746065500 |
| 1994-07-01 | 1.9921784755834800 |
| 1994-08-01 | 2.0820366906284500 |
| 1994-09-01 | 2.0256050534162300 |
| 1994-10-01 | 2.0985332535937400 |
| 1994-11-01 | 2.0896406535067498 |
| 1994-12-01 | 2.0096718491590200 |
| 1995-01-01 | 2.0742454777359800 |
| 1995-02-01 | 2.0658102814748003 |
| 1995-03-01 | 2.0464486058175000 |
| 1995-04-01 | 2.0951968034860800 |
| 1995-05-01 | 2.0081773023199903 |
| 1995-06-01 | 2.1083505044991897 |
| 1995-07-01 | 2.0998888579456400 |
| 1995-08-01 | 2.0856164100657700 |
| 1995-09-01 | 2.1225558436603897 |
| 1995-10-01 | 2.0967465249726800 |
| 1995-11-01 | 2.0866095651595500 |
| 1995-12-01 | 2.1064394215079200 |
| 1996-01-01 | 2.0768713965307097 |
| 1996-02-01 | 2.1740968327728303 |
| 1996-03-01 | 2.1402073695058603 |
| 1996-04-01 | 2.0973599730365400 |
| 1996-05-01 | 2.1075288736499598 |
| 1996-06-01 | 2.2007750287992800 |
| 1996-07-01 | 2.1055323710074600 |
| 1996-08-01 | 2.0927665047302900 |
| 1996-09-01 | 2.1145445144703800 |
| 1996-10-01 | 2.0978732318477100 |
| 1996-11-01 | 2.0867112421186700 |
| 1996-12-01 | 2.1022540052708800 |
| 1997-01-01 | 2.0768462067905500 |
| 1997-02-01 | 2.0750994755564700 |
| 1997-03-01 | 2.1274661920941600 |
| 1997-04-01 | 2.1007152423133300 |
| 1997-05-01 | 2.1094198504170700 |
| 1997-06-01 | 2.1054934517925500 |
| 1997-07-01 | 2.1101186413238900 |
| 1997-08-01 | 2.1024780553245500 |
| 1997-09-01 | 2.1071348202836800 |
| 1997-10-01 | 2.0944900591648703 |
| 1997-11-01 | 2.0885899521291900 |
| 1997-12-01 | 2.1026898858835100 |
| 1998-01-01 | 2.0723796817249500 |
| 1998-02-01 | 2.0824148301472700 |
| 1998-03-01 | 2.0151862839580300 |
| 1998-04-01 | 2.0004368867993900 |
| 1998-05-01 | 2.0134938024551396 |
| 1998-06-01 | 2.0159726935868900 |
| 1998-07-01 | 2.0081898461929700 |
| 1998-08-01 | 2.0115192397893600 |
| 1998-09-01 | 2.0061903139885900 |
| 1998-10-01 | 1.9876022358181400 |
| 1998-11-01 | 2.0865077521314200 |
| 1998-12-01 | 2.0022366071898000 |
| 1999-01-01 | 2.0716393598286205 |
| 1999-02-01 | 1.9813777750953500 |
| 1999-03-01 | 2.0134966291405400 |
| 1999-04-01 | 2.0983010045682700 |
| 1999-05-01 | 2.0164978385438000 |
| 1999-06-01 | 2.0203242463041800 |
| 1999-07-01 | 2.0064606339287600 |
| 1999-08-01 | 2.0152606390834400 |
| 1999-09-01 | 2.0078393573517600 |
| 1999-10-01 | 1.9773551812003898 |
| 1999-11-01 | 1.9828029274515500 |
| 1999-12-01 | 2.0040699985769600 |
| 2000-01-01 | 1.9665087085918400 |
| 2000-02-01 | 1.9847211457842500 |
| 2000-03-01 | 2.0202903968199900 |
| 2000-04-01 | 1.9931591723978201 |
| 2000-05-01 | 2.0252677831152500 |
| 2000-06-01 | 1.9288681843402500 |
| 2000-07-01 | 1.8997608223376299 |
| 2000-08-01 | 1.9140814332766798 |
| 2000-09-01 | 2.0074957610485100 |
| 2000-10-01 | 1.9676196539892900 |
| 2000-11-01 | 1.8803956074881900 |
| 2000-12-01 | 1.9012246175878602 |
| 2001-01-01 | 1.9715534841141102 |
| 2001-02-01 | 2.0878190375719100 |
| 2001-03-01 | 2.0329421429868000 |
| 2001-04-01 | 1.9880153271687800 |
| 2001-05-01 | 2.0375977827201700 |
| 2001-06-01 | 2.0293428704186600 |
| 2001-07-01 | 2.0938050507530800 |
| 2001-08-01 | 2.0096546289684000 |
| 2001-09-01 | 2.0027802400101398 |
| 2001-10-01 | 2.0587811830300800 |
| 2001-11-01 | 2.0772876582035300 |
| 2001-12-01 | 1.9966367683630100 |
| 2002-01-01 | 1.9753903936866999 |
| 2002-02-01 | 1.9817915194968398 |
| 2002-03-01 | 1.9440286402631297 |
| 2002-04-01 | 1.9855393782956698 |
| 2002-05-01 | 1.9526358581951900 |
| 2002-06-01 | 2.0362116212704500 |
| 2002-07-01 | 1.9853366030752900 |
| 2002-08-01 | 2.0020859831366000 |
| 2002-09-01 | 1.9977517892307401 |
| 2002-10-01 | 1.9586384121580300 |
| 2002-11-01 | 1.9768890088208797 |
| 2002-12-01 | 1.9892931872038200 |
| 2003-01-01 | 1.9793396377624000 |
| 2003-02-01 | 1.9779944071697200 |
| 2003-03-01 | 1.9588440576587200 |
| 2003-04-01 | 1.9831359054990199 |
| 2003-05-01 | 1.9636708554594700 |
| 2003-06-01 | 1.9438877751962600 |
| 2003-07-01 | 1.9800746276442400 |
| 2003-08-01 | 1.9923713809479902 |
| 2003-09-01 | 1.9908581323122998 |
| 2003-10-01 | 2.0625019502484800 |
| 2003-11-01 | 1.9774306484960702 |
| 2003-12-01 | 2.0834478993226600 |
| 2004-01-01 | 1.9756120993712198 |
| 2004-02-01 | 1.9783232006313798 |
| 2004-03-01 | 1.9651457306046200 |
| 2004-04-01 | 1.9837847210884600 |
| 2004-05-01 | 1.9678904042003402 |
| 2004-06-01 | 2.0463670604719900 |
| 2004-07-01 | 1.9782829780472901 |
| 2004-08-01 | 1.9853883074540402 |
| 2004-09-01 | 1.9861828685866398 |
| 2004-10-01 | 1.9720453459666398 |
| 2004-11-01 | 1.9800483332262800 |
| 2004-12-01 | 1.9814445273948900 |
| 2005-01-01 | 1.9685308345327200 |
| 2005-02-01 | 1.9812679317913002 |
| 2005-03-01 | 1.9609621750998400 |
| 2005-04-01 | 1.8853326913739000 |
| 2005-05-01 | 1.9681165577859598 |
| 2005-06-01 | 1.9530276516688600 |
| 2005-07-01 | 1.9809054738692298 |
| 2005-08-01 | 1.9822716548714399 |
| 2005-09-01 | 1.9836698139421103 |
| 2005-10-01 | 1.9793949189095000 |
| 2005-11-01 | 1.9844444438619900 |
| 2005-12-01 | 1.9824585598266000 |
| 2006-01-01 | 1.9596249253479000 |
| 2006-02-01 | 1.9821497850829400 |
| 2006-03-01 | 1.9485560724878501 |
| 2006-04-01 | 1.9906128123387300 |
| 2006-05-01 | 1.9673651915513900 |
| 2006-06-01 | 1.9525097369361202 |
| 2006-07-01 | 1.9836678061736000 |
| 2006-08-01 | 1.9805866767206002 |
| 2006-09-01 | 1.9865334308655100 |
| 2006-10-01 | 1.9853550271067900 |
| 2006-11-01 | 1.9883937829310700 |
| 2006-12-01 | 1.9875100221607000 |
| 2007-01-01 | 2.0541840296986400 |
| 2007-02-01 | 1.9794812755068898 |
| 2007-03-01 | 2.0415312855270003 |
| 2007-04-01 | 1.9916707343272200 |
| 2007-05-01 | 2.0675750448477600 |
| 2007-06-01 | 2.0470023473901200 |
| 2007-07-01 | 1.9837499355501300 |
| 2007-08-01 | 1.9757899243123200 |
| 2007-09-01 | 1.9924131382957700 |
| 2007-10-01 | 1.9935583169094597 |
| 2007-11-01 | 1.9942884197787500 |
| 2007-12-01 | 1.9947368353790100 |
| 2008-01-01 | 2.0473852742333100 |
| 2008-02-01 | 1.9731243919864800 |
| 2008-03-01 | 2.0349215336693502 |
| 2008-04-01 | 1.9931094931060000 |
| 2008-05-01 | 1.9686824399590200 |
| 2008-06-01 | 1.9446526870181600 |
| 2008-07-01 | 1.9819837393659498 |
| 2008-08-01 | 1.9689543312605802 |
| 2008-09-01 | 2.0020158659240800 |
| 2008-10-01 | 1.9970776499716100 |
| 2008-11-01 | 2.0038459981193100 |
| 2008-12-01 | 2.0019210055767200 |
| 2009-01-01 | 1.9427185954074800 |
| 2009-02-01 | 1.9688398060780700 |
| 2009-03-01 | 1.9306715957286700 |
| 2009-04-01 | 1.8874258367813102 |
| 2009-05-01 | 1.8689499956998101 |
| 2009-06-01 | 1.9441087978319600 |
| 2009-07-01 | 1.8754958648969702 |
| 2009-08-01 | 1.9644175692897299 |
| 2009-09-01 | 1.9108968985695400 |
| 2009-10-01 | 1.8996939696451003 |
| 2009-11-01 | 1.9110561846660301 |
| 2009-12-01 | 1.9060269266356400 |
| 2010-01-01 | 1.9443437571483200 |
| 2010-02-01 | 1.9651547286458897 |
| 2010-03-01 | 1.9333688299571898 |
| 2010-04-01 | 1.9808544907972400 |
| 2010-05-01 | 1.9641216890553899 |
| 2010-06-01 | 1.9432971324818102 |
| 2010-07-01 | 1.9672016585460600 |
| 2010-08-01 | 1.9616283675607198 |
| 2010-09-01 | 1.9157451073376497 |
| 2010-10-01 | 1.8984925849442700 |
| 2010-11-01 | 1.9148607549948000 |
| 2010-12-01 | 1.9128412208801397 |
| 2011-01-01 | 1.9486571336286700 |
| 2011-02-01 | 1.9646538288427902 |
| 2011-03-01 | 1.9398448998344500 |
| 2011-04-01 | 1.8712745851922200 |
| 2011-05-01 | 1.9592822783059400 |
| 2011-06-01 | 1.9477160154053200 |
| 2011-07-01 | 1.9595527054454700 |
| 2011-08-01 | 1.9628770224298302 |
| 2011-09-01 | 1.9148611530323100 |
| 2011-10-01 | 1.9969292107729297 |
| 2011-11-01 | 1.9124499031841000 |
| 2011-12-01 | 2.0236364326443900 |
| 2012-01-01 | 1.9522266883958401 |
| 2012-02-01 | 1.9656499258697502 |
| 2012-03-01 | 2.0488287833734597 |
| 2012-04-01 | 2.0621247769404296 |
| 2012-05-01 | 2.0507060546977500 |
| 2012-06-01 | 2.0467845133595800 |
| 2012-07-01 | 2.0529974564528200 |
| 2012-08-01 | 1.9667240365237300 |
| 2012-09-01 | 2.0119836932679798 |
| 2012-10-01 | 1.9936003118822199 |
| 2012-11-01 | 2.0095920990884700 |
| 2012-12-01 | 2.0337608300767203 |
| 2013-01-01 | 2.0581763326200500 |
| 2013-02-01 | 1.9687343021218797 |
| 2013-03-01 | 1.9495499388609099 |
| 2013-04-01 | 1.9574772797401100 |
| 2013-05-01 | 2.0468156581691200 |
| 2013-06-01 | 1.9515859383060500 |
| 2013-07-01 | 1.9504748563346002 |
| 2013-08-01 | 1.9744074447705600 |
| 2013-09-01 | 2.0068767066527400 |
| 2013-10-01 | 1.9935981893378703 |
| 2013-11-01 | 2.0027126582869100 |
| 2013-12-01 | 1.9405237622227702 |
| 2014-01-01 | 1.9564180115397000 |
| 2014-02-01 | 1.9673608692483900 |
| 2014-03-01 | 1.9526942117675300 |
| 2014-04-01 | 1.9552796658308000 |
| 2014-05-01 | 1.9490108968705002 |
| 2014-06-01 | 1.9507314287860200 |
| 2014-07-01 | 1.9495945879834802 |
| 2014-08-01 | 1.9779915389465800 |
| 2014-09-01 | 2.0031368944724700 |
| 2014-10-01 | 1.9933364103871100 |
| 2014-11-01 | 2.0014434677297400 |
| 2014-12-01 | 1.9485142290475000 |
| 2015-01-01 | 1.9555505717695600 |
| 2015-02-01 | 1.9611867376972100 |
| 2015-03-01 | 1.9524416701892702 |
| 2015-04-01 | 1.9553860596844700 |
| 2015-05-01 | 1.9468930756513998 |
| 2015-06-01 | 1.9509437465448000 |
| 2015-07-01 | 1.9522204171778201 |
| 2015-08-01 | 1.9810701443242700 |
| 2015-09-01 | 1.9019172417362800 |
| 2015-10-01 | 1.8958357469505000 |
| 2015-11-01 | 1.9027627795517300 |
| 2015-12-01 | 1.9527839211794298 |
| 2016-01-01 | 1.9510056492423502 |
| 2016-02-01 | 1.9512994583453700 |
| 2016-03-01 | 1.9481373985578000 |
| 2016-04-01 | 1.9608266287107300 |
| 2016-05-01 | 1.9438815593212602 |
| 2016-06-01 | 1.9532797648907803 |
| 2016-07-01 | 1.9573048997680602 |
| 2016-08-01 | 1.8827680388419898 |
| 2016-09-01 | 1.9039795010781700 |
| 2016-10-01 | 1.8971852670398999 |
| 2016-11-01 | 1.9103699426349300 |
| 2016-12-01 | 1.8458176000945499 |
| 2017-01-01 | 1.8444403542475400 |
| 2017-02-01 | 1.8393064448297000 |
| 2017-03-01 | 1.8360004100297298 |
| 2017-04-01 | 1.8699579995813000 |
| 2017-05-01 | 1.8459502061945399 |
| 2017-06-01 | 1.8597244150383100 |
| 2017-07-01 | 1.8656779286406300 |
| 2017-08-01 | 1.8852384612119901 |
| 2017-09-01 | 1.8030508974937000 |
| 2017-10-01 | 1.8971599624646003 |
| 2017-11-01 | 1.8166687715736200 |
| 2017-12-01 | 1.8402691878344600 |
| 2018-01-01 | 1.8408074754492900 |
| 2018-02-01 | 1.8338351663256000 |
| 2018-03-01 | 1.8236414120502200 |
| 2018-04-01 | 1.7773476182753300 |
| 2018-05-01 | 1.8491102611585000 |
| 2018-06-01 | 1.8660672454833200 |
| 2018-07-01 | 1.7739739609762800 |
| 2018-08-01 | 1.7850286472824197 |
| 2018-09-01 | 1.7979612761162498 |
| 2018-10-01 | 1.7953032754346103 |
| 2018-11-01 | 1.8257627435937100 |
| 2018-12-01 | 1.8366462067436102 |
| 2019-01-01 | 1.8394913703389600 |
| 2019-02-01 | 1.8313011866791300 |
| 2019-03-01 | 1.8102933446051699 |
| 2019-04-01 | 1.7808725589007700 |
| 2019-05-01 | 1.8534678018422000 |
| 2019-06-01 | 1.7729059986675000 |
| 2019-07-01 | 1.7799928288319400 |
| 2019-08-01 | 1.7841765700745200 |
| 2019-09-01 | 1.7909972791708300 |
| 2019-10-01 | 1.7937393396776997 |
| 2019-11-01 | 1.8311504759449200 |
| 2019-12-01 | 1.8363692783767000 |
| 2020-01-01 | 1.7383663360655701 |
| 2020-02-01 | 1.8339676192206398 |
| 2020-03-01 | 1.7967291439131900 |
| 2020-04-01 | 1.7803946806271700 |
| 2020-05-01 | 1.7615653363271897 |
| 2020-06-01 | 1.7752496832263600 |
| 2020-07-01 | 1.7821746777361700 |
| 2020-08-01 | 1.7829812962370601 |
| 2020-09-01 | 1.7872685876850300 |
| 2020-10-01 | 1.7943096289012501 |
| 2020-11-01 | 1.7331754536794900 |
| 2020-12-01 | 1.7342236246900902 |
| 2021-01-01 | 1.7407950976478300 |
| 2021-02-01 | 1.7354665792509198 |
| 2021-03-01 | 1.7860523931954098 |
| 2021-04-01 | 1.7772734407135800 |
| 2021-05-01 | 1.7676445528667302 |
| 2021-06-01 | 1.7734450760870100 |
| 2021-07-01 | 1.7817070587431498 |
| 2021-08-01 | 1.7838973905104300 |
| 2021-09-01 | 1.7873722381306600 |
| 2021-10-01 | 1.6948508178438500 |
| 2021-11-01 | 1.7333202126023604 |
| 2021-12-01 | 1.7363293094466400 |
| 2022-01-01 | 1.7437839542415101 |
| 2022-02-01 | 1.7396909137613001 |
| 2022-03-01 | 1.6805225852604700 |
| 2022-04-01 | 1.7722061485402200 |
| 2022-05-01 | 1.7709394712708300 |
| 2022-06-01 | 1.7700831037024298 |
| 2022-07-01 | 1.7808496144918400 |
| 2022-08-01 | 1.7846640448635100 |
| 2022-09-01 | 1.7901701168833601 |
| 2022-10-01 | 1.7951538015243500 |
| 2022-11-01 | 1.8355136130890501 |
| 2022-12-01 | 1.8401406861803502 |
| 2023-01-01 | 1.8482330222664698 |
| 2023-02-01 | 1.8436520194720900 |
| 2023-03-01 | 1.8762082424709100 |
| 2023-04-01 | 1.8670555957963202 |
| 2023-05-01 | 1.8683127771277800 |
| 2023-06-01 | 1.9625468498755500 |
| 2023-07-01 | 1.8802184387217700 |
| 2023-08-01 | 1.8858684875166398 |
| 2023-09-01 | 1.8942648680026800 |
| 2023-10-01 | 1.9967304669394699 |
| 2023-11-01 | 1.9353159417664998 |
| 2023-12-01 | 1.9420444376526698 |
| 2024-01-01 | 1.9508705397205900 |
| 2024-02-01 | 2.0483374051411998 |
| 2024-03-01 | 1.9755671475410101 |
| 2024-04-01 | 1.9643660509616700 |
| 2024-05-01 | 1.9638538667879800 |
