Table Data - All Employees: Professional and Business Services in Grand Forks, ND-MN (MSA)
| Title | All Employees: Professional and Business Services in Grand Forks, ND-MN (MSA) |
|---|---|
| Series ID | GRAN238PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 7:42 PM 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 | 1.65869271779938 |
| 1990-02-01 | 1.66369249638457 |
| 1990-03-01 | 1.66861619239722 |
| 1990-04-01 | 1.68917449934025 |
| 1990-05-01 | 1.67217649031411 |
| 1990-06-01 | 1.66857743717752 |
| 1990-07-01 | 1.75665854432735 |
| 1990-08-01 | 1.76827404058033 |
| 1990-09-01 | 1.78751205794216 |
| 1990-10-01 | 1.75119378565221 |
| 1990-11-01 | 1.75192546663001 |
| 1990-12-01 | 1.75186029262442 |
| 1991-01-01 | 1.76644328727087 |
| 1991-02-01 | 1.76859942850987 |
| 1991-03-01 | 1.77230777112609 |
| 1991-04-01 | 1.78796363711964 |
| 1991-05-01 | 1.76866492765153 |
| 1991-06-01 | 1.76659954616338 |
| 1991-07-01 | 1.75307689375399 |
| 1991-08-01 | 1.76579074306201 |
| 1991-09-01 | 1.79394284796530 |
| 1991-10-01 | 1.84882115306008 |
| 1991-11-01 | 1.85446541638859 |
| 1991-12-01 | 1.85558834587745 |
| 1992-01-01 | 1.87674005485249 |
| 1992-02-01 | 1.87056649239754 |
| 1992-03-01 | 1.87425372505323 |
| 1992-04-01 | 1.78873476691045 |
| 1992-05-01 | 1.86301986073850 |
| 1992-06-01 | 1.85935784266081 |
| 1992-07-01 | 1.84651222229030 |
| 1992-08-01 | 1.86168475511935 |
| 1992-09-01 | 1.90356508375446 |
| 1992-10-01 | 1.85264576993629 |
| 1992-11-01 | 1.85240058999692 |
| 1992-12-01 | 1.95952282995959 |
| 1993-01-01 | 1.87936350505659 |
| 1993-02-01 | 1.86567012705554 |
| 1993-03-01 | 1.86464769571785 |
| 1993-04-01 | 1.88868689737693 |
| 1993-05-01 | 1.96517575942451 |
| 1993-06-01 | 1.95453295247172 |
| 1993-07-01 | 1.93643595461029 |
| 1993-08-01 | 1.85957588780393 |
| 1993-09-01 | 1.92102380062090 |
| 1993-10-01 | 1.95753329639024 |
| 1993-11-01 | 1.95254616821817 |
| 1993-12-01 | 1.96071039581000 |
| 1994-01-01 | 1.87822299805881 |
| 1994-02-01 | 1.85441471459734 |
| 1994-03-01 | 1.95470889760760 |
| 1994-04-01 | 1.99268120262538 |
| 1994-05-01 | 1.97275842632716 |
| 1994-06-01 | 1.94984143298821 |
| 1994-07-01 | 2.02897733153841 |
| 1994-08-01 | 2.05675515581585 |
| 1994-09-01 | 2.04072126513699 |
| 1994-10-01 | 2.06551930784022 |
| 1994-11-01 | 2.04854216816045 |
| 1994-12-01 | 2.05618702398582 |
| 1995-01-01 | 2.07988543671051 |
| 1995-02-01 | 2.14975240731811 |
| 1995-03-01 | 2.14285111345831 |
| 1995-04-01 | 2.19751100784654 |
| 1995-05-01 | 2.38786696602784 |
| 1995-06-01 | 2.34174015055741 |
| 1995-07-01 | 2.31406217399440 |
| 1995-08-01 | 2.35460737885003 |
| 1995-09-01 | 2.35128166082208 |
| 1995-10-01 | 2.37285207738471 |
| 1995-11-01 | 2.45049693571173 |
| 1995-12-01 | 2.45147211321198 |
| 1996-01-01 | 2.58402485293380 |
| 1996-02-01 | 2.53971675835577 |
| 1996-03-01 | 2.64400001216488 |
| 1996-04-01 | 2.60909483407956 |
| 1996-05-01 | 2.50905036914311 |
| 1996-06-01 | 2.53847326976764 |
| 1996-07-01 | 2.60743898302717 |
| 1996-08-01 | 2.55517870631945 |
| 1996-09-01 | 2.55810095161001 |
| 1996-10-01 | 2.58039398923349 |
| 1996-11-01 | 2.54185904221632 |
| 1996-12-01 | 2.42871526919995 |
| 1997-01-01 | 2.46320361643725 |
| 1997-02-01 | 2.53005789692799 |
| 1997-03-01 | 2.53957812766394 |
| 1997-04-01 | 2.42212978375440 |
| 1997-05-01 | 2.32688318370883 |
| 1997-06-01 | 2.45347268654610 |
| 1997-07-01 | 2.42123898991486 |
| 1997-08-01 | 2.45645614362522 |
| 1997-09-01 | 2.45438989789413 |
| 1997-10-01 | 2.48041614763632 |
| 1997-11-01 | 2.53339864983498 |
| 1997-12-01 | 2.60605546495113 |
| 1998-01-01 | 2.55359601101913 |
| 1998-02-01 | 2.52345995531258 |
| 1998-03-01 | 2.55187953895207 |
| 1998-04-01 | 2.54078497113944 |
| 1998-05-01 | 2.54027301354705 |
| 1998-06-01 | 2.56402178425631 |
| 1998-07-01 | 2.53676078754522 |
| 1998-08-01 | 2.45245492072636 |
| 1998-09-01 | 2.34332779163506 |
| 1998-10-01 | 2.46394351908803 |
| 1998-11-01 | 2.52258870082188 |
| 1998-12-01 | 2.58080175456376 |
| 1999-01-01 | 2.65822202233279 |
| 1999-02-01 | 2.62945765001471 |
| 1999-03-01 | 2.56431408097700 |
| 1999-04-01 | 2.64841051385162 |
| 1999-05-01 | 2.65501118116772 |
| 1999-06-01 | 2.68970748851491 |
| 1999-07-01 | 2.84558406718491 |
| 1999-08-01 | 2.74795438378770 |
| 1999-09-01 | 2.71139033460201 |
| 1999-10-01 | 2.52933971612535 |
| 1999-11-01 | 2.60462583491123 |
| 1999-12-01 | 2.56801730783452 |
| 2000-01-01 | 2.36291500676128 |
| 2000-02-01 | 2.53822108052958 |
| 2000-03-01 | 2.57730734449991 |
| 2000-04-01 | 2.53978725890101 |
| 2000-05-01 | 2.67225784523000 |
| 2000-06-01 | 2.61702504195088 |
| 2000-07-01 | 2.66601717496769 |
| 2000-08-01 | 2.74834027723667 |
| 2000-09-01 | 2.69436027991777 |
| 2000-10-01 | 2.68239292217684 |
| 2000-11-01 | 2.67769225123514 |
| 2000-12-01 | 2.76325575935889 |
| 2001-01-01 | 2.79269195733636 |
| 2001-02-01 | 3.36806981813289 |
| 2001-03-01 | 3.30316886676068 |
| 2001-04-01 | 2.83082251447319 |
| 2001-05-01 | 2.89418936286214 |
| 2001-06-01 | 2.95911720967499 |
| 2001-07-01 | 2.77062012971028 |
| 2001-08-01 | 2.85581420173398 |
| 2001-09-01 | 2.87224351626346 |
| 2001-10-01 | 2.92866861785810 |
| 2001-11-01 | 2.84426596065939 |
| 2001-12-01 | 2.86196092962876 |
| 2002-01-01 | 2.81134103629763 |
| 2002-02-01 | 2.87372699792867 |
| 2002-03-01 | 2.89783709498109 |
| 2002-04-01 | 2.91588614868080 |
| 2002-05-01 | 2.79687151751082 |
| 2002-06-01 | 2.78507543327378 |
| 2002-07-01 | 2.97227479447852 |
| 2002-08-01 | 2.86289292714913 |
| 2002-09-01 | 3.05827001609628 |
| 2002-10-01 | 3.09081488371002 |
| 2002-11-01 | 3.10754316080730 |
| 2002-12-01 | 2.95736475924452 |
| 2003-01-01 | 2.93093160035896 |
| 2003-02-01 | 2.88899707195273 |
| 2003-03-01 | 3.00975888909274 |
| 2003-04-01 | 3.00759767623330 |
| 2003-05-01 | 2.78836813482469 |
| 2003-06-01 | 2.91186729364613 |
| 2003-07-01 | 2.67332228692187 |
| 2003-08-01 | 2.97528905137909 |
| 2003-09-01 | 2.85654638599671 |
| 2003-10-01 | 2.99152007791847 |
| 2003-11-01 | 3.17499780463818 |
| 2003-12-01 | 2.85929648136904 |
| 2004-01-01 | 3.14844633242596 |
| 2004-02-01 | 3.21849764166311 |
| 2004-03-01 | 3.12367171677868 |
| 2004-04-01 | 3.00590724304600 |
| 2004-05-01 | 3.18372944639837 |
| 2004-06-01 | 3.12372222578701 |
| 2004-07-01 | 3.17126815721581 |
| 2004-08-01 | 3.07059007500994 |
| 2004-09-01 | 3.13587997885564 |
| 2004-10-01 | 3.47608714565444 |
| 2004-11-01 | 3.44838874081759 |
| 2004-12-01 | 3.55145020884892 |
| 2005-01-01 | 3.46302010642498 |
| 2005-02-01 | 3.44311598542166 |
| 2005-03-01 | 3.43808127354395 |
| 2005-04-01 | 3.61839571122817 |
| 2005-05-01 | 3.66707751685200 |
| 2005-06-01 | 3.52863835983373 |
| 2005-07-01 | 3.77731591354615 |
| 2005-08-01 | 3.75585994998100 |
| 2005-09-01 | 3.69343274115072 |
| 2005-10-01 | 3.69808763659748 |
| 2005-11-01 | 3.73091516308253 |
| 2005-12-01 | 3.74649805328798 |
| 2006-01-01 | 3.77119760871288 |
| 2006-02-01 | 3.77823503822216 |
| 2006-03-01 | 3.74525501236545 |
| 2006-04-01 | 3.72903760902730 |
| 2006-05-01 | 3.85186293020355 |
| 2006-06-01 | 3.80593448776950 |
| 2006-07-01 | 3.69693841988075 |
| 2006-08-01 | 3.64189878329479 |
| 2006-09-01 | 3.88193203719540 |
| 2006-10-01 | 3.82618024317112 |
| 2006-11-01 | 3.82931922142979 |
| 2006-12-01 | 3.64945053869146 |
| 2007-01-01 | 3.65577012378292 |
| 2007-02-01 | 3.68654516022561 |
| 2007-03-01 | 3.73131216928356 |
| 2007-04-01 | 3.53357269808079 |
| 2007-05-01 | 3.54538781031257 |
| 2007-06-01 | 3.56628113748153 |
| 2007-07-01 | 3.51718387015381 |
| 2007-08-01 | 3.53920845368148 |
| 2007-09-01 | 3.50697050419883 |
| 2007-10-01 | 3.45835045412839 |
| 2007-11-01 | 3.43642794719048 |
| 2007-12-01 | 3.56070523228256 |
| 2008-01-01 | 3.54440675249923 |
| 2008-02-01 | 3.48383595790423 |
| 2008-03-01 | 3.61442355635847 |
| 2008-04-01 | 3.63948648143428 |
| 2008-05-01 | 3.55583962827692 |
| 2008-06-01 | 3.53593284994860 |
| 2008-07-01 | 3.52745546175791 |
| 2008-08-01 | 3.53594638021575 |
| 2008-09-01 | 3.52537065564845 |
| 2008-10-01 | 3.45849352907476 |
| 2008-11-01 | 3.52136987980281 |
| 2008-12-01 | 3.57048417799119 |
| 2009-01-01 | 3.53277592664978 |
| 2009-02-01 | 3.48376338333134 |
| 2009-03-01 | 3.51131005144353 |
| 2009-04-01 | 3.44314630961822 |
| 2009-05-01 | 3.35976951641029 |
| 2009-06-01 | 3.42006330346428 |
| 2009-07-01 | 3.32478484700662 |
| 2009-08-01 | 3.14338501728627 |
| 2009-09-01 | 3.44895700955670 |
| 2009-10-01 | 3.26066251245912 |
| 2009-11-01 | 3.22662444265831 |
| 2009-12-01 | 3.18128912907566 |
| 2010-01-01 | 3.20763792353463 |
| 2010-02-01 | 3.37042544163697 |
| 2010-03-01 | 3.21541900994287 |
| 2010-04-01 | 3.24990988893672 |
| 2010-05-01 | 3.25905836552532 |
| 2010-06-01 | 3.31468881157833 |
| 2010-07-01 | 3.11024420148986 |
| 2010-08-01 | 3.34128576635833 |
| 2010-09-01 | 3.27203548108606 |
| 2010-10-01 | 3.45016048896137 |
| 2010-11-01 | 3.41464662692431 |
| 2010-12-01 | 3.38986439782744 |
| 2011-01-01 | 3.39471163063741 |
| 2011-02-01 | 3.46204774911947 |
| 2011-03-01 | 3.43940700804712 |
| 2011-04-01 | 3.46517053519472 |
| 2011-05-01 | 3.56162569136206 |
| 2011-06-01 | 3.41470518189438 |
| 2011-07-01 | 3.59406049612761 |
| 2011-08-01 | 3.53660293593716 |
| 2011-09-01 | 3.66506412840671 |
| 2011-10-01 | 3.74528366900550 |
| 2011-11-01 | 3.70828911981700 |
| 2011-12-01 | 3.80541610501791 |
| 2012-01-01 | 3.58036666706526 |
| 2012-02-01 | 3.54171653362706 |
| 2012-03-01 | 3.55520057982978 |
| 2012-04-01 | 3.57943173271993 |
| 2012-05-01 | 3.55381773270036 |
| 2012-06-01 | 3.51289005456018 |
| 2012-07-01 | 3.57596065101344 |
| 2012-08-01 | 3.63748717353920 |
| 2012-09-01 | 3.56380018465710 |
| 2012-10-01 | 3.57563227710817 |
| 2012-11-01 | 3.54581956402309 |
| 2012-12-01 | 3.51661960294654 |
| 2013-01-01 | 3.56082799875697 |
| 2013-02-01 | 3.62205542342407 |
| 2013-03-01 | 3.45071034034013 |
| 2013-04-01 | 3.37254343675200 |
| 2013-05-01 | 3.44598702215605 |
| 2013-06-01 | 3.41100838902898 |
| 2013-07-01 | 3.36266636068380 |
| 2013-08-01 | 3.33758596393635 |
| 2013-09-01 | 3.17412392128143 |
| 2013-10-01 | 3.31747338862464 |
| 2013-11-01 | 3.39181991285399 |
| 2013-12-01 | 3.42941157768654 |
| 2014-01-01 | 3.44003480289208 |
| 2014-02-01 | 3.39249001384677 |
| 2014-03-01 | 3.44187189551462 |
| 2014-04-01 | 3.36395288079328 |
| 2014-05-01 | 3.33871663809692 |
| 2014-06-01 | 3.40136619261583 |
| 2014-07-01 | 3.45622144978668 |
| 2014-08-01 | 3.43267063043612 |
| 2014-09-01 | 3.45709955255361 |
| 2014-10-01 | 3.44612810720314 |
| 2014-11-01 | 3.42728371030202 |
| 2014-12-01 | 3.44738643625632 |
| 2015-01-01 | 3.42597231778327 |
| 2015-02-01 | 3.47486674526898 |
| 2015-03-01 | 3.42758228889557 |
| 2015-04-01 | 3.45850318317695 |
| 2015-05-01 | 3.43618670813774 |
| 2015-06-01 | 3.39258846422180 |
| 2015-07-01 | 3.35276123910657 |
| 2015-08-01 | 3.32836207888508 |
| 2015-09-01 | 3.35980416864793 |
| 2015-10-01 | 3.26492622388055 |
| 2015-11-01 | 3.25768095907447 |
| 2015-12-01 | 3.46986891956784 |
| 2016-01-01 | 3.22056701489863 |
| 2016-02-01 | 3.36194538690424 |
| 2016-03-01 | 3.30771513194100 |
| 2016-04-01 | 3.35097366287866 |
| 2016-05-01 | 3.32973910868408 |
| 2016-06-01 | 3.28412984499576 |
| 2016-07-01 | 3.25363395305159 |
| 2016-08-01 | 3.22455797495744 |
| 2016-09-01 | 3.16986670180796 |
| 2016-10-01 | 3.16892416372757 |
| 2016-11-01 | 3.07618679370111 |
| 2016-12-01 | 3.18189510701066 |
| 2017-01-01 | 3.22281657474307 |
| 2017-02-01 | 3.15395120814079 |
| 2017-03-01 | 3.39408570091650 |
| 2017-04-01 | 3.24890490704752 |
| 2017-05-01 | 3.23015283813270 |
| 2017-06-01 | 3.28150640060426 |
| 2017-07-01 | 3.24621430357177 |
| 2017-08-01 | 3.30889566458442 |
| 2017-09-01 | 3.46927510918307 |
| 2017-10-01 | 3.36067028035653 |
| 2017-11-01 | 3.38233282873769 |
| 2017-12-01 | 3.29759394561636 |
| 2018-01-01 | 3.33064835227632 |
| 2018-02-01 | 3.36519570558177 |
| 2018-03-01 | 3.27436247970478 |
| 2018-04-01 | 3.24852822238326 |
| 2018-05-01 | 3.33672935038597 |
| 2018-06-01 | 3.27872063067148 |
| 2018-07-01 | 3.33926227051982 |
| 2018-08-01 | 3.29422825044971 |
| 2018-09-01 | 3.38503095031730 |
| 2018-10-01 | 3.35048541629391 |
| 2018-11-01 | 3.48254935755375 |
| 2018-12-01 | 3.30100277069929 |
| 2019-01-01 | 3.14290995596363 |
| 2019-02-01 | 3.27440888689446 |
| 2019-03-01 | 3.35779978451568 |
| 2019-04-01 | 3.35678725237763 |
| 2019-05-01 | 3.34195603728772 |
| 2019-06-01 | 3.38110383819461 |
| 2019-07-01 | 3.32739574242224 |
| 2019-08-01 | 3.38251918927199 |
| 2019-09-01 | 3.29712382643963 |
| 2019-10-01 | 3.33828007529491 |
| 2019-11-01 | 3.27894392225544 |
| 2019-12-01 | 3.39362418594793 |
| 2020-01-01 | 3.47330932485849 |
| 2020-02-01 | 3.50078819255343 |
| 2020-03-01 | 3.44398464899587 |
| 2020-04-01 | 3.25613152984710 |
| 2020-05-01 | 3.34590997692047 |
| 2020-06-01 | 3.37949661276803 |
| 2020-07-01 | 3.41930016221308 |
| 2020-08-01 | 3.37768456457307 |
| 2020-09-01 | 3.30200786484399 |
| 2020-10-01 | 3.92214065767352 |
| 2020-11-01 | 3.37112906360038 |
| 2020-12-01 | 3.37446408823484 |
| 2021-01-01 | 3.39599653657695 |
| 2021-02-01 | 3.41273146385500 |
| 2021-03-01 | 3.33445268008504 |
| 2021-04-01 | 3.56225985697252 |
| 2021-05-01 | 3.55065018857284 |
| 2021-06-01 | 3.58224536408055 |
| 2021-07-01 | 3.61019399618257 |
| 2021-08-01 | 3.67010815286930 |
| 2021-09-01 | 3.78760233856869 |
| 2021-10-01 | 3.72397333197384 |
| 2021-11-01 | 3.65809950823869 |
| 2021-12-01 | 3.65119246946616 |
| 2022-01-01 | 3.62298132178262 |
| 2022-02-01 | 3.63453289785033 |
| 2022-03-01 | 3.73846423928825 |
| 2022-04-01 | 3.66051210070651 |
| 2022-05-01 | 3.75637975475069 |
| 2022-06-01 | 3.68876049773512 |
| 2022-07-01 | 3.71759392479677 |
| 2022-08-01 | 3.67928682800216 |
| 2022-09-01 | 3.67784376514431 |
| 2022-10-01 | 3.71798893985665 |
| 2022-11-01 | 4.13662649780837 |
| 2022-12-01 | 3.72808142411523 |
| 2023-01-01 | 3.63543044269514 |
| 2023-02-01 | 3.63986800795027 |
| 2023-03-01 | 3.64225078060802 |
| 2023-04-01 | 3.66470501837067 |
| 2023-05-01 | 3.65734163448224 |
| 2023-06-01 | 3.79931113021899 |
| 2023-07-01 | 3.82771530254505 |
| 2023-08-01 | 3.69377083218728 |
| 2023-09-01 | 3.66081959829224 |
| 2023-10-01 | 3.61117014276559 |
| 2023-11-01 | 3.72952616090629 |
| 2023-12-01 | 3.70677888154088 |
| 2024-01-01 | 3.74249841317171 |
| 2024-02-01 | 3.74455469067336 |
| 2024-03-01 | 3.75468409465050 |
| 2024-04-01 | 3.87201135520638 |
| 2024-05-01 | 3.76693531939401 |
| 2024-06-01 | 3.70485882126411 |
| 2024-07-01 | 3.74525369352483 |
| 2024-08-01 | 3.89835174860131 |
| 2024-09-01 | 3.74266726360396 |
| 2024-10-01 | 3.70271613217536 |
| 2024-11-01 | 3.62100381274911 |
| 2024-12-01 | 3.69638221816124 |
| 2025-01-01 | 3.63088908152305 |
| 2025-02-01 | 3.63419140085238 |
| 2025-03-01 | 3.45926814030307 |
| 2025-04-01 | 3.57061028546819 |
| 2025-05-01 | 3.57415697359033 |
| 2025-06-01 | 3.51044007684878 |
| 2025-07-01 | 3.55787217171353 |
| 2025-08-01 | 3.61018719739047 |
| 2025-09-01 | 3.73463755165606 |
| 2025-10-01 | 3.79485967576879 |
| 2025-11-01 | 3.81195645289127 |
| 2025-12-01 | 3.78969872155950 |
| 2026-01-01 | 3.82880125950206 |
| 2026-02-01 | 3.83367965081189 |
| 2026-03-01 | 3.87610911846215 |
| 2026-04-01 | 3.87830228617295 |
| 2026-05-01 | 3.88849090409956 |
| 2026-06-01 | 4.01903401083503 |
| 2026-07-01 | 3.96313618476869 |