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 2024-12-01 |
| Last Updated | 2025-01-29 5:25 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 | 2.0386151886183500 |
| 1990-02-01 | 2.0485254990039700 |
| 1990-03-01 | 2.0372112203713800 |
| 1990-04-01 | 2.0036059374784600 |
| 1990-05-01 | 2.0203464339760300 |
| 1990-06-01 | 2.0354158610458500 |
| 1990-07-01 | 2.0651812442016397 |
| 1990-08-01 | 2.0874187672413700 |
| 1990-09-01 | 2.1069937487107800 |
| 1990-10-01 | 2.1014466724043700 |
| 1990-11-01 | 2.0230099429338300 |
| 1990-12-01 | 2.0296984596668900 |
| 1991-01-01 | 2.0409321671949900 |
| 1991-02-01 | 2.0505742045646800 |
| 1991-03-01 | 2.0413613836743103 |
| 1991-04-01 | 2.1002651843002500 |
| 1991-05-01 | 2.0162139176908997 |
| 1991-06-01 | 2.0350636362693000 |
| 1991-07-01 | 1.8724051209572700 |
| 1991-08-01 | 1.8846593553123100 |
| 1991-09-01 | 1.9119482330601298 |
| 1991-10-01 | 1.8996477275439700 |
| 1991-11-01 | 1.9157022953237200 |
| 1991-12-01 | 1.9266584583017001 |
| 1992-01-01 | 1.9433867112762200 |
| 1992-02-01 | 1.8497038096830100 |
| 1992-03-01 | 1.9460321372728300 |
| 1992-04-01 | 1.8940226976477599 |
| 1992-05-01 | 1.9157780181377700 |
| 1992-06-01 | 1.9344669316613101 |
| 1992-07-01 | 1.9771969389730400 |
| 1992-08-01 | 1.8821654337803900 |
| 1992-09-01 | 1.9191816636361598 |
| 1992-10-01 | 1.8998240841228202 |
| 1992-11-01 | 1.9056766888653200 |
| 1992-12-01 | 1.9219757876824000 |
| 1993-01-01 | 1.9512701369551297 |
| 1993-02-01 | 1.9565003918696800 |
| 1993-03-01 | 1.9496291494676496 |
| 1993-04-01 | 1.9920372378186600 |
| 1993-05-01 | 2.0087098622597700 |
| 1993-06-01 | 1.9274291890735900 |
| 1993-07-01 | 1.9847532537574200 |
| 1993-08-01 | 1.9807801782431698 |
| 1993-09-01 | 1.9231437687602800 |
| 1993-10-01 | 1.8983442888427300 |
| 1993-11-01 | 1.9973182603423500 |
| 1993-12-01 | 2.0180995664034000 |
| 1994-01-01 | 1.9610553478744501 |
| 1994-02-01 | 1.9608802239064300 |
| 1994-03-01 | 1.9492956184911299 |
| 1994-04-01 | 1.9903668462161500 |
| 1994-05-01 | 2.0068553289312500 |
| 1994-06-01 | 2.0181477104001200 |
| 1994-07-01 | 1.9921822261280600 |
| 1994-08-01 | 2.0820387031652800 |
| 1994-09-01 | 2.0256056305354800 |
| 1994-10-01 | 2.0985342078849300 |
| 1994-11-01 | 2.0896406666629400 |
| 1994-12-01 | 2.0096711538623500 |
| 1995-01-01 | 2.0742449052776100 |
| 1995-02-01 | 2.0658097941937100 |
| 1995-03-01 | 2.0464482379833600 |
| 1995-04-01 | 2.0951965129332900 |
| 1995-05-01 | 2.0081767588817296 |
| 1995-06-01 | 2.1083492494410900 |
| 1995-07-01 | 2.0998904520217000 |
| 1995-08-01 | 2.0856172430991298 |
| 1995-09-01 | 2.1225560992155303 |
| 1995-10-01 | 2.0967471199236700 |
| 1995-11-01 | 2.0866095963155600 |
| 1995-12-01 | 2.1064390289317400 |
| 1996-01-01 | 2.0768710990167300 |
| 1996-02-01 | 2.1740965023938000 |
| 1996-03-01 | 2.1402073094266000 |
| 1996-04-01 | 2.0973599937119000 |
| 1996-05-01 | 2.1075285984681800 |
| 1996-06-01 | 2.2007745847578400 |
| 1996-07-01 | 2.1055326669821400 |
| 1996-08-01 | 2.0927668028700200 |
| 1996-09-01 | 2.1145447539192900 |
| 1996-10-01 | 2.0978735959868002 |
| 1996-11-01 | 2.0867113079793000 |
| 1996-12-01 | 2.1022538597711700 |
| 1997-01-01 | 2.0768460437900300 |
| 1997-02-01 | 2.0750992589558996 |
| 1997-03-01 | 2.1274662039435900 |
| 1997-04-01 | 2.1007152640908604 |
| 1997-05-01 | 2.1094196312935100 |
| 1997-06-01 | 2.1054934559700600 |
| 1997-07-01 | 2.1101187181062600 |
| 1997-08-01 | 2.1024781406461000 |
| 1997-09-01 | 2.1071349042942398 |
| 1997-10-01 | 2.0944901317502300 |
| 1997-11-01 | 2.0885900137418300 |
| 1997-12-01 | 2.1026899169523503 |
| 1998-01-01 | 2.0723796089442900 |
| 1998-02-01 | 2.0824147009057303 |
| 1998-03-01 | 2.0151863045949400 |
| 1998-04-01 | 2.0004368915291500 |
| 1998-05-01 | 2.0134937019862300 |
| 1998-06-01 | 2.0159726854779300 |
| 1998-07-01 | 2.0081898802500400 |
| 1998-08-01 | 2.0115192739787098 |
| 1998-09-01 | 2.0061903496479196 |
| 1998-10-01 | 1.9876022709989598 |
| 1998-11-01 | 2.0865077978780900 |
| 1998-12-01 | 2.0022366214266300 |
| 1999-01-01 | 2.0716393237427500 |
| 1999-02-01 | 1.9813777032331699 |
| 1999-03-01 | 2.0134966298984702 |
| 1999-04-01 | 2.0983009821375900 |
| 1999-05-01 | 2.0164978456046900 |
| 1999-06-01 | 2.0203242352055200 |
| 1999-07-01 | 2.0064606474527000 |
| 1999-08-01 | 2.0152606525672100 |
| 1999-09-01 | 2.0078393704092900 |
| 1999-10-01 | 1.9773551911871800 |
| 1999-11-01 | 1.9828029502490100 |
| 1999-12-01 | 2.0040699965029100 |
| 2000-01-01 | 1.9665086981277200 |
| 2000-02-01 | 1.9847211275588600 |
| 2000-03-01 | 2.0202903927155800 |
| 2000-04-01 | 1.9931591479803400 |
| 2000-05-01 | 2.0252677867104900 |
| 2000-06-01 | 1.9288681887189800 |
| 2000-07-01 | 1.8997608281813200 |
| 2000-08-01 | 1.9140814381994000 |
| 2000-09-01 | 2.0074957659963600 |
| 2000-10-01 | 1.9676196570173800 |
| 2000-11-01 | 1.8803956211986400 |
| 2000-12-01 | 1.9012246158068300 |
| 2001-01-01 | 1.9715534786462199 |
| 2001-02-01 | 2.0878190269434400 |
| 2001-03-01 | 2.0329421427157200 |
| 2001-04-01 | 1.9880153127987799 |
| 2001-05-01 | 2.0375977866464696 |
| 2001-06-01 | 2.0293428734897500 |
| 2001-07-01 | 2.0938050541295703 |
| 2001-08-01 | 2.0096546304239697 |
| 2001-09-01 | 2.0027802411748900 |
| 2001-10-01 | 2.0587811831724300 |
| 2001-11-01 | 2.0772876669214098 |
| 2001-12-01 | 1.9966367671026200 |
| 2002-01-01 | 1.9753903918456701 |
| 2002-02-01 | 1.9817915152452800 |
| 2002-03-01 | 1.9440286412978700 |
| 2002-04-01 | 1.9855393720175200 |
| 2002-05-01 | 1.9526358607851202 |
| 2002-06-01 | 2.0362116228123200 |
| 2002-07-01 | 1.9853366039480200 |
| 2002-08-01 | 2.0020859817864400 |
| 2002-09-01 | 1.9977517874289200 |
| 2002-10-01 | 1.9586384103049799 |
| 2002-11-01 | 1.9768890108246397 |
| 2002-12-01 | 1.9892931867600300 |
| 2003-01-01 | 1.9793396393879599 |
| 2003-02-01 | 1.9779944091829300 |
| 2003-03-01 | 1.9588440606801798 |
| 2003-04-01 | 1.9831359085988000 |
| 2003-05-01 | 1.9636708584400702 |
| 2003-06-01 | 1.9438877766881400 |
| 2003-07-01 | 1.9800746257249100 |
| 2003-08-01 | 1.9923713741845501 |
| 2003-09-01 | 1.9908581228799298 |
| 2003-10-01 | 2.0625019392287800 |
| 2003-11-01 | 1.9774306396353100 |
| 2003-12-01 | 2.0834478896424100 |
| 2004-01-01 | 1.9756121404379100 |
| 2004-02-01 | 1.9783232013157700 |
| 2004-03-01 | 1.9651457352932400 |
| 2004-04-01 | 1.9837847263420000 |
| 2004-05-01 | 1.9678904369460601 |
| 2004-06-01 | 2.0463670561127000 |
| 2004-07-01 | 1.9782829648207900 |
| 2004-08-01 | 1.9853882856253000 |
| 2004-09-01 | 1.9861828414208302 |
| 2004-10-01 | 1.9720453164921998 |
| 2004-11-01 | 1.9800483048798400 |
| 2004-12-01 | 1.9814445010823203 |
| 2005-01-01 | 1.9685309439766100 |
| 2005-02-01 | 1.9812679227513101 |
| 2005-03-01 | 1.9609622274687400 |
| 2005-04-01 | 1.8853326968955100 |
| 2005-05-01 | 1.9681166205140803 |
| 2005-06-01 | 1.9530276395304400 |
| 2005-07-01 | 1.9809054435271298 |
| 2005-08-01 | 1.9822716081645200 |
| 2005-09-01 | 1.9836697574227398 |
| 2005-10-01 | 1.9793948558154200 |
| 2005-11-01 | 1.9844443810514598 |
| 2005-12-01 | 1.9824585024444300 |
| 2006-01-01 | 1.9596250923836900 |
| 2006-02-01 | 1.9821497744568601 |
| 2006-03-01 | 1.9485561951766300 |
| 2006-04-01 | 1.9906128475695601 |
| 2006-05-01 | 1.9673653236386002 |
| 2006-06-01 | 1.9525098407263100 |
| 2006-07-01 | 1.9836678315008000 |
| 2006-08-01 | 1.9805862387919700 |
| 2006-09-01 | 1.9865333960830802 |
| 2006-10-01 | 1.9853549387145302 |
| 2006-11-01 | 1.9883936570369300 |
| 2006-12-01 | 1.9875098985110900 |
| 2007-01-01 | 2.0541842221658900 |
| 2007-02-01 | 1.9794813396433402 |
| 2007-03-01 | 2.0415316295334600 |
| 2007-04-01 | 1.9916709599816800 |
| 2007-05-01 | 2.0675753314504100 |
| 2007-06-01 | 2.0470025802029400 |
| 2007-07-01 | 1.9837499068767200 |
| 2007-08-01 | 1.9757889253816100 |
| 2007-09-01 | 1.9924129728610900 |
| 2007-10-01 | 1.9935580928047200 |
| 2007-11-01 | 1.9942881841738200 |
| 2007-12-01 | 1.9947366791428403 |
| 2008-01-01 | 2.0473854924906103 |
| 2008-02-01 | 1.9731245648057300 |
| 2008-03-01 | 2.0349220192408800 |
| 2008-04-01 | 1.9931113198118900 |
| 2008-05-01 | 1.9686826331895302 |
| 2008-06-01 | 1.9446526946173102 |
| 2008-07-01 | 1.9819832177401600 |
| 2008-08-01 | 1.9689522985179400 |
| 2008-09-01 | 2.0020155356317900 |
| 2008-10-01 | 1.9970770581704598 |
| 2008-11-01 | 2.0038462405020500 |
| 2008-12-01 | 2.0019202959243300 |
| 2009-01-01 | 1.9427189580874800 |
| 2009-02-01 | 1.9688403467684700 |
| 2009-03-01 | 1.9306725343750801 |
| 2009-04-01 | 1.8874294043373000 |
| 2009-05-01 | 1.8689506187913898 |
| 2009-06-01 | 1.9441094410387900 |
| 2009-07-01 | 1.8754960331145000 |
| 2009-08-01 | 1.9644087066956801 |
| 2009-09-01 | 1.9108974232580300 |
| 2009-10-01 | 1.8996936054383502 |
| 2009-11-01 | 1.9110568797590500 |
| 2009-12-01 | 1.9060253101840299 |
| 2010-01-01 | 1.9443476161409300 |
| 2010-02-01 | 1.9651551136239800 |
| 2010-03-01 | 1.9333698014467100 |
| 2010-04-01 | 1.9808599626220200 |
| 2010-05-01 | 1.9641232378183200 |
| 2010-06-01 | 1.9432980857135400 |
| 2010-07-01 | 1.9672020858193897 |
| 2010-08-01 | 1.9616122343217300 |
| 2010-09-01 | 1.9157459661672700 |
| 2010-10-01 | 1.8984920542333301 |
| 2010-11-01 | 1.9148618232889199 |
| 2010-12-01 | 1.9128388500513602 |
| 2011-01-01 | 1.9486650533788700 |
| 2011-02-01 | 1.9646550514523700 |
| 2011-03-01 | 1.9398471684579097 |
| 2011-04-01 | 1.8712811140836600 |
| 2011-05-01 | 1.9592853261119300 |
| 2011-06-01 | 1.9477169528881397 |
| 2011-07-01 | 1.9595523179577800 |
| 2011-08-01 | 1.9628525799498702 |
| 2011-09-01 | 1.9148607168441800 |
| 2011-10-01 | 1.9969278602668898 |
| 2011-11-01 | 1.9124510697619900 |
| 2011-12-01 | 2.0236349059759298 |
| 2012-01-01 | 1.9522401035096597 |
| 2012-02-01 | 1.9656536442029098 |
| 2012-03-01 | 2.0488340129952500 |
| 2012-04-01 | 2.0621338243531997 |
| 2012-05-01 | 2.0507101144383400 |
| 2012-06-01 | 2.0467845498777400 |
| 2012-07-01 | 2.0529963477287900 |
| 2012-08-01 | 1.9666799990734800 |
| 2012-09-01 | 2.0119854929899100 |
| 2012-10-01 | 1.9936025134435300 |
| 2012-11-01 | 2.0095972487963200 |
| 2012-12-01 | 2.0337624294788700 |
| 2013-01-01 | 2.0581922393615700 |
| 2013-02-01 | 1.9687399703495200 |
| 2013-03-01 | 1.9495576242494000 |
| 2013-04-01 | 1.9574865623584300 |
| 2013-05-01 | 2.0468224000028403 |
| 2013-06-01 | 1.9515905878001800 |
| 2013-07-01 | 1.9504822955904901 |
| 2013-08-01 | 1.9743053723861999 |
| 2013-09-01 | 2.0068935641606300 |
| 2013-10-01 | 1.9936149555723999 |
| 2013-11-01 | 2.0027272759249400 |
| 2013-12-01 | 1.9405294892566898 |
| 2014-01-01 | 1.9564322323837502 |
| 2014-02-01 | 1.9673646195886103 |
| 2014-03-01 | 1.9527025401264800 |
| 2014-04-01 | 1.9552895777042698 |
| 2014-05-01 | 1.9490190127307200 |
| 2014-06-01 | 1.9507375052081300 |
| 2014-07-01 | 1.9496015710802100 |
| 2014-08-01 | 1.9778201473469197 |
| 2014-09-01 | 2.0031639978896200 |
| 2014-10-01 | 1.9934408577685200 |
| 2014-11-01 | 2.0014956772493000 |
| 2014-12-01 | 1.9484883885182398 |
| 2015-01-01 | 1.9555261738547800 |
| 2015-02-01 | 1.9611559344009097 |
| 2015-03-01 | 1.9524167416617900 |
| 2015-04-01 | 1.9554122324648300 |
| 2015-05-01 | 1.9469395622941599 |
| 2015-06-01 | 1.9509878231989100 |
| 2015-07-01 | 1.9522217023090203 |
| 2015-08-01 | 1.9808400739590202 |
| 2015-09-01 | 1.9019499066257900 |
| 2015-10-01 | 1.8960186104708500 |
| 2015-11-01 | 1.9028442368036202 |
| 2015-12-01 | 1.9527145100840901 |
| 2016-01-01 | 1.9509249072031998 |
| 2016-02-01 | 1.9512109628280400 |
| 2016-03-01 | 1.9480548941755300 |
| 2016-04-01 | 1.9608525686552500 |
| 2016-05-01 | 1.9440410367520500 |
| 2016-06-01 | 1.9533519835544500 |
| 2016-07-01 | 1.9572906621011998 |
| 2016-08-01 | 1.8825359433914400 |
| 2016-09-01 | 1.9040170578319400 |
| 2016-10-01 | 1.8974572155526102 |
| 2016-11-01 | 1.9105115715597800 |
| 2016-12-01 | 1.8457602094950300 |
| 2017-01-01 | 1.8442044556559800 |
| 2017-02-01 | 1.8390247994307602 |
| 2017-03-01 | 1.8359170768996800 |
| 2017-04-01 | 1.8700183620276398 |
| 2017-05-01 | 1.8462391385936001 |
| 2017-06-01 | 1.8598497600293100 |
| 2017-07-01 | 1.8656896744621398 |
| 2017-08-01 | 1.8850584828103603 |
| 2017-09-01 | 1.8031409587244498 |
| 2017-10-01 | 1.8972356117152398 |
| 2017-11-01 | 1.8168803178212900 |
| 2017-12-01 | 1.8402927928291700 |
| 2018-01-01 | 1.8404833065580999 |
| 2018-02-01 | 1.8334237213085600 |
| 2018-03-01 | 1.8233859379993700 |
| 2018-04-01 | 1.7774674951335600 |
| 2018-05-01 | 1.8495376473579300 |
| 2018-06-01 | 1.8662428339029300 |
| 2018-07-01 | 1.7740294446339200 |
| 2018-08-01 | 1.7849680567734798 |
| 2018-09-01 | 1.7980579534295902 |
| 2018-10-01 | 1.7952615625140602 |
| 2018-11-01 | 1.8260248261877500 |
| 2018-12-01 | 1.8367112034817700 |
| 2019-01-01 | 1.8390277817117200 |
| 2019-02-01 | 1.8307106960838900 |
| 2019-03-01 | 1.8098832860742000 |
| 2019-04-01 | 1.7810626957151001 |
| 2019-05-01 | 1.8540111563097599 |
| 2019-06-01 | 1.7732223924892300 |
| 2019-07-01 | 1.7802134639467300 |
| 2019-08-01 | 1.7843223349188502 |
| 2019-09-01 | 1.7911167203065903 |
| 2019-10-01 | 1.7934493664690300 |
| 2019-11-01 | 1.8312926378755598 |
| 2019-12-01 | 1.8363159779636300 |
| 2020-01-01 | 1.7377970556716800 |
| 2020-02-01 | 1.8332779924563100 |
| 2020-03-01 | 1.7961284917339800 |
| 2020-04-01 | 1.7806387490518303 |
| 2020-05-01 | 1.7622098322436400 |
| 2020-06-01 | 1.7760946542059300 |
| 2020-07-01 | 1.7826315169348201 |
| 2020-08-01 | 1.7833162120092299 |
| 2020-09-01 | 1.7872789120612400 |
| 2020-10-01 | 1.7940846362111500 |
| 2020-11-01 | 1.7328960970859502 |
| 2020-12-01 | 1.7337681506907700 |
| 2021-01-01 | 1.7398461737931397 |
| 2021-02-01 | 1.7346303539685900 |
| 2021-03-01 | 1.7853266445929700 |
| 2021-04-01 | 1.7773472499924900 |
| 2021-05-01 | 1.7680797110975600 |
| 2021-06-01 | 1.7764565443882400 |
| 2021-07-01 | 1.7825716122693798 |
| 2021-08-01 | 1.7845110255693200 |
| 2021-09-01 | 1.7868781801529800 |
| 2021-10-01 | 1.6952662261903200 |
| 2021-11-01 | 1.7316447328096598 |
| 2021-12-01 | 1.7341189355876100 |
| 2022-01-01 | 1.7426475128130299 |
| 2022-02-01 | 1.7389943019529600 |
| 2022-03-01 | 1.6796403386239498 |
| 2022-04-01 | 1.7724530646866998 |
| 2022-05-01 | 1.7717211439014098 |
| 2022-06-01 | 1.7749002559430200 |
| 2022-07-01 | 1.7824655269418100 |
| 2022-08-01 | 1.7859555679538601 |
| 2022-09-01 | 1.7898749958716598 |
| 2022-10-01 | 1.7962730512570000 |
| 2022-11-01 | 1.8313556099331100 |
| 2022-12-01 | 1.8350133600481400 |
| 2023-01-01 | 1.8467831754905100 |
| 2023-02-01 | 1.8430829388602001 |
| 2023-03-01 | 1.8751943359141299 |
| 2023-04-01 | 1.8675500046272000 |
| 2023-05-01 | 1.8695871052925301 |
| 2023-06-01 | 1.9697326679147300 |
| 2023-07-01 | 1.8828755799401400 |
| 2023-08-01 | 1.8883271995396103 |
| 2023-09-01 | 1.8948402567619198 |
| 2023-10-01 | 1.9986843646060601 |
| 2023-11-01 | 1.9277350622004399 |
| 2023-12-01 | 1.9331443714342800 |
| 2024-01-01 | 1.9492953745623000 |
| 2024-02-01 | 2.0480151757335400 |
| 2024-03-01 | 1.9745813713513400 |
| 2024-04-01 | 1.9654646097700900 |
| 2024-05-01 | 1.9661592011783100 |
| 2024-06-01 | 1.9677864842235300 |
| 2024-07-01 | 1.9837955603832900 |
| 2024-08-01 | 1.9909659682830100 |
| 2024-09-01 | 2.0003416855005400 |
| 2024-10-01 | 2.0008550859148200 |
| 2024-11-01 | 2.0235390061168000 |
| 2024-12-01 | 2.0306250592871202 |
