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 2026-04-01 |
| Last Updated | 2026-05-26 3:03 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 | 1.65869265671290 |
| 1990-02-01 | 1.66369243518694 |
| 1990-03-01 | 1.66861614087953 |
| 1990-04-01 | 1.68917445395283 |
| 1990-05-01 | 1.67217686937023 |
| 1990-06-01 | 1.66857754565051 |
| 1990-07-01 | 1.75665852023896 |
| 1990-08-01 | 1.76827408199926 |
| 1990-09-01 | 1.78751201878234 |
| 1990-10-01 | 1.75119373584250 |
| 1990-11-01 | 1.75192539508547 |
| 1990-12-01 | 1.75186014871853 |
| 1991-01-01 | 1.76644318287017 |
| 1991-02-01 | 1.76859934429557 |
| 1991-03-01 | 1.77230773607433 |
| 1991-04-01 | 1.78796351366666 |
| 1991-05-01 | 1.76866546575503 |
| 1991-06-01 | 1.76659968587362 |
| 1991-07-01 | 1.75307690269625 |
| 1991-08-01 | 1.76579080893533 |
| 1991-09-01 | 1.79394278371954 |
| 1991-10-01 | 1.84882104470321 |
| 1991-11-01 | 1.85446525834655 |
| 1991-12-01 | 1.85558811908106 |
| 1992-01-01 | 1.87673985880093 |
| 1992-02-01 | 1.87056637192892 |
| 1992-03-01 | 1.87425372016060 |
| 1992-04-01 | 1.78873458429178 |
| 1992-05-01 | 1.86302097669221 |
| 1992-06-01 | 1.85935797914766 |
| 1992-07-01 | 1.84651225160457 |
| 1992-08-01 | 1.86168481886213 |
| 1992-09-01 | 1.90356491957634 |
| 1992-10-01 | 1.85264550168235 |
| 1992-11-01 | 1.85240023281652 |
| 1992-12-01 | 1.95952239922704 |
| 1993-01-01 | 1.87936313811255 |
| 1993-02-01 | 1.86566991379326 |
| 1993-03-01 | 1.86464803278490 |
| 1993-04-01 | 1.88868656602127 |
| 1993-05-01 | 1.96517795996514 |
| 1993-06-01 | 1.95453301640287 |
| 1993-07-01 | 1.93643599539683 |
| 1993-08-01 | 1.85957596477948 |
| 1993-09-01 | 1.92102360700658 |
| 1993-10-01 | 1.95753292253685 |
| 1993-11-01 | 1.95254562498988 |
| 1993-12-01 | 1.96070846942535 |
| 1994-01-01 | 1.87822222566893 |
| 1994-02-01 | 1.85441463624729 |
| 1994-03-01 | 1.95471093949487 |
| 1994-04-01 | 1.99268023184557 |
| 1994-05-01 | 1.97276215974823 |
| 1994-06-01 | 1.94984110816060 |
| 1994-07-01 | 2.02897724432162 |
| 1994-08-01 | 2.05675528927866 |
| 1994-09-01 | 2.04072114972690 |
| 1994-10-01 | 2.06551888123245 |
| 1994-11-01 | 2.04854135076802 |
| 1994-12-01 | 2.05618325312748 |
| 1995-01-01 | 2.07988387145317 |
| 1995-02-01 | 2.14975227687128 |
| 1995-03-01 | 2.14285516610497 |
| 1995-04-01 | 2.19750944703919 |
| 1995-05-01 | 2.38787297319725 |
| 1995-06-01 | 2.34173975287009 |
| 1995-07-01 | 2.31406246951567 |
| 1995-08-01 | 2.35460812798565 |
| 1995-09-01 | 2.35128197745570 |
| 1995-10-01 | 2.37285182327509 |
| 1995-11-01 | 2.45049592737137 |
| 1995-12-01 | 2.45146597627433 |
| 1996-01-01 | 2.58401452457192 |
| 1996-02-01 | 2.53971771932535 |
| 1996-03-01 | 2.64400825064293 |
| 1996-04-01 | 2.60909433210715 |
| 1996-05-01 | 2.50905912485429 |
| 1996-06-01 | 2.53847449378164 |
| 1996-07-01 | 2.60744013734045 |
| 1996-08-01 | 2.55518048074377 |
| 1996-09-01 | 2.55810120886047 |
| 1996-10-01 | 2.58039485567300 |
| 1996-11-01 | 2.54185617871555 |
| 1996-12-01 | 2.42870759427152 |
| 1997-01-01 | 2.46318049078650 |
| 1997-02-01 | 2.53005978560574 |
| 1997-03-01 | 2.53958865903332 |
| 1997-04-01 | 2.42213325434160 |
| 1997-05-01 | 2.32689491842788 |
| 1997-06-01 | 2.45347837828708 |
| 1997-07-01 | 2.42124347375815 |
| 1997-08-01 | 2.45645906991174 |
| 1997-09-01 | 2.45439129965774 |
| 1997-10-01 | 2.48041806236716 |
| 1997-11-01 | 2.53339143077065 |
| 1997-12-01 | 2.60603857722119 |
| 1998-01-01 | 2.55354583284764 |
| 1998-02-01 | 2.52346943058339 |
| 1998-03-01 | 2.55189161574899 |
| 1998-04-01 | 2.54080280553896 |
| 1998-05-01 | 2.54029428648008 |
| 1998-06-01 | 2.56403447698054 |
| 1998-07-01 | 2.53676824085366 |
| 1998-08-01 | 2.45245743696441 |
| 1998-09-01 | 2.34332816701333 |
| 1998-10-01 | 2.46394374811285 |
| 1998-11-01 | 2.52257448414337 |
| 1998-12-01 | 2.58077577540686 |
| 1999-01-01 | 2.65814919585462 |
| 1999-02-01 | 2.62947420454411 |
| 1999-03-01 | 2.56432609471423 |
| 1999-04-01 | 2.64844532601462 |
| 1999-05-01 | 2.65504230892885 |
| 1999-06-01 | 2.68972843709952 |
| 1999-07-01 | 2.84559602827783 |
| 1999-08-01 | 2.74795444649128 |
| 1999-09-01 | 2.71138903142323 |
| 1999-10-01 | 2.52933606817495 |
| 1999-11-01 | 2.60460480867344 |
| 1999-12-01 | 2.56798359023236 |
| 2000-01-01 | 2.36283750364979 |
| 2000-02-01 | 2.53824430062044 |
| 2000-03-01 | 2.57731896337088 |
| 2000-04-01 | 2.53983445973479 |
| 2000-05-01 | 2.67229804488405 |
| 2000-06-01 | 2.61704912779075 |
| 2000-07-01 | 2.66602713996712 |
| 2000-08-01 | 2.74833536255724 |
| 2000-09-01 | 2.69435530684324 |
| 2000-10-01 | 2.68238591426402 |
| 2000-11-01 | 2.67766354022707 |
| 2000-12-01 | 2.76321831431587 |
| 2001-01-01 | 2.79260967315032 |
| 2001-02-01 | 3.36810195328445 |
| 2001-03-01 | 3.30318395471739 |
| 2001-04-01 | 2.83088325529436 |
| 2001-05-01 | 2.89423464645339 |
| 2001-06-01 | 2.95914232328961 |
| 2001-07-01 | 2.77062556901835 |
| 2001-08-01 | 2.85579790851847 |
| 2001-09-01 | 2.87222492076815 |
| 2001-10-01 | 2.92867088457549 |
| 2001-11-01 | 2.84423936503874 |
| 2001-12-01 | 2.86192640643142 |
| 2002-01-01 | 2.81127627664086 |
| 2002-02-01 | 2.87375571797730 |
| 2002-03-01 | 2.89784853154049 |
| 2002-04-01 | 2.91594957786068 |
| 2002-05-01 | 2.79691018746359 |
| 2002-06-01 | 2.78509421364035 |
| 2002-07-01 | 2.97226851752354 |
| 2002-08-01 | 2.86286478493785 |
| 2002-09-01 | 3.05823459169607 |
| 2002-10-01 | 3.09082924670739 |
| 2002-11-01 | 3.10752392745870 |
| 2002-12-01 | 2.95734378531740 |
| 2003-01-01 | 2.93089953157281 |
| 2003-02-01 | 2.88901983910395 |
| 2003-03-01 | 3.00976925290862 |
| 2003-04-01 | 3.00765172798253 |
| 2003-05-01 | 2.78839324910516 |
| 2003-06-01 | 2.91188031081886 |
| 2003-07-01 | 2.67330832326092 |
| 2003-08-01 | 2.97524328059956 |
| 2003-09-01 | 2.85650250958987 |
| 2003-10-01 | 2.99154873882512 |
| 2003-11-01 | 3.17499652683452 |
| 2003-12-01 | 2.85929403485907 |
| 2004-01-01 | 3.14844079550142 |
| 2004-02-01 | 3.21851605196764 |
| 2004-03-01 | 3.12367985741143 |
| 2004-04-01 | 3.00594240614014 |
| 2004-05-01 | 3.18374243313159 |
| 2004-06-01 | 3.12373037758641 |
| 2004-07-01 | 3.17124499009981 |
| 2004-08-01 | 3.07053563249062 |
| 2004-09-01 | 3.13583345724652 |
| 2004-10-01 | 3.47612726806985 |
| 2004-11-01 | 3.44839864463425 |
| 2004-12-01 | 3.55146446265945 |
| 2005-01-01 | 3.46303677674206 |
| 2005-02-01 | 3.44312763788509 |
| 2005-03-01 | 3.43808895063000 |
| 2005-04-01 | 3.61841927425312 |
| 2005-05-01 | 3.66707754390031 |
| 2005-06-01 | 3.52864243765131 |
| 2005-07-01 | 3.77728948075577 |
| 2005-08-01 | 3.75578945038263 |
| 2005-09-01 | 3.69338344212762 |
| 2005-10-01 | 3.69813616467471 |
| 2005-11-01 | 3.73093746983102 |
| 2005-12-01 | 3.74651888198608 |
| 2006-01-01 | 3.77121615756982 |
| 2006-02-01 | 3.77824564779447 |
| 2006-03-01 | 3.74525882895859 |
| 2006-04-01 | 3.72904893266362 |
| 2006-05-01 | 3.85185637604403 |
| 2006-06-01 | 3.80593886740165 |
| 2006-07-01 | 3.69691729554336 |
| 2006-08-01 | 3.64184267124556 |
| 2006-09-01 | 3.88189772817423 |
| 2006-10-01 | 3.82621630310934 |
| 2006-11-01 | 3.82934041592346 |
| 2006-12-01 | 3.64946844458697 |
| 2007-01-01 | 3.65578457808666 |
| 2007-02-01 | 3.68655310153428 |
| 2007-03-01 | 3.73131452583543 |
| 2007-04-01 | 3.53357648888571 |
| 2007-05-01 | 3.54538151775199 |
| 2007-06-01 | 3.56628471799757 |
| 2007-07-01 | 3.51717290659009 |
| 2007-08-01 | 3.53916625340685 |
| 2007-09-01 | 3.50695562632815 |
| 2007-10-01 | 3.45836830777183 |
| 2007-11-01 | 3.43644260896659 |
| 2007-12-01 | 3.56071736147689 |
| 2008-01-01 | 3.54441537997382 |
| 2008-02-01 | 3.48384056099954 |
| 2008-03-01 | 3.61442496921327 |
| 2008-04-01 | 3.63948412792513 |
| 2008-05-01 | 3.55583623525020 |
| 2008-06-01 | 3.53593496469371 |
| 2008-07-01 | 3.52745167743368 |
| 2008-08-01 | 3.53592382895323 |
| 2008-09-01 | 3.52537045029829 |
| 2008-10-01 | 3.45849640937849 |
| 2008-11-01 | 3.52137453346588 |
| 2008-12-01 | 3.57048966267588 |
| 2009-01-01 | 3.53278079254046 |
| 2009-02-01 | 3.48376643051532 |
| 2009-03-01 | 3.51131158647570 |
| 2009-04-01 | 3.44314601616253 |
| 2009-05-01 | 3.35976878522254 |
| 2009-06-01 | 3.42006246828266 |
| 2009-07-01 | 3.32478418006844 |
| 2009-08-01 | 3.14337537774467 |
| 2009-09-01 | 3.44895710750659 |
| 2009-10-01 | 3.26066392406265 |
| 2009-11-01 | 3.22662618998636 |
| 2009-12-01 | 3.18129106583097 |
| 2010-01-01 | 3.20763969583015 |
| 2010-02-01 | 3.37042673823164 |
| 2010-03-01 | 3.21541954171013 |
| 2010-04-01 | 3.24990972995621 |
| 2010-05-01 | 3.25905797585435 |
| 2010-06-01 | 3.31468824574862 |
| 2010-07-01 | 3.11024354560806 |
| 2010-08-01 | 3.34128422936964 |
| 2010-09-01 | 3.27203468834880 |
| 2010-10-01 | 3.45016069021240 |
| 2010-11-01 | 3.41464696884772 |
| 2010-12-01 | 3.38986498620176 |
| 2011-01-01 | 3.39471222874006 |
| 2011-02-01 | 3.46204847980474 |
| 2011-03-01 | 3.43940722442402 |
| 2011-04-01 | 3.46517057077059 |
| 2011-05-01 | 3.56162560633568 |
| 2011-06-01 | 3.41470499307143 |
| 2011-07-01 | 3.59406019132430 |
| 2011-08-01 | 3.53660208608875 |
| 2011-09-01 | 3.66506374972380 |
| 2011-10-01 | 3.74528399595123 |
| 2011-11-01 | 3.70828935847362 |
| 2011-12-01 | 3.80541641961099 |
| 2012-01-01 | 3.58036691165866 |
| 2012-02-01 | 3.54171693399160 |
| 2012-03-01 | 3.55520056326523 |
| 2012-04-01 | 3.57943158862733 |
| 2012-05-01 | 3.55381757155005 |
| 2012-06-01 | 3.51288985616504 |
| 2012-07-01 | 3.57596044493068 |
| 2012-08-01 | 3.63748678380360 |
| 2012-09-01 | 3.56380013672461 |
| 2012-10-01 | 3.57563263221155 |
| 2012-11-01 | 3.54581982701396 |
| 2012-12-01 | 3.51662021683723 |
| 2013-01-01 | 3.56082785848585 |
| 2013-02-01 | 3.62205560077402 |
| 2013-03-01 | 3.45071015473459 |
| 2013-04-01 | 3.37254313813459 |
| 2013-05-01 | 3.44598668169604 |
| 2013-06-01 | 3.41100802398189 |
| 2013-07-01 | 3.36266609400880 |
| 2013-08-01 | 3.33758585375095 |
| 2013-09-01 | 3.17412395478840 |
| 2013-10-01 | 3.31747354255471 |
| 2013-11-01 | 3.39182176869963 |
| 2013-12-01 | 3.42941232347347 |
| 2014-01-01 | 3.44003421532358 |
| 2014-02-01 | 3.39249023428424 |
| 2014-03-01 | 3.44187013737600 |
| 2014-04-01 | 3.36395233409644 |
| 2014-05-01 | 3.33871598495036 |
| 2014-06-01 | 3.40136546435893 |
| 2014-07-01 | 3.45622099056677 |
| 2014-08-01 | 3.43267068607280 |
| 2014-09-01 | 3.45710176333205 |
| 2014-10-01 | 3.44612899122409 |
| 2014-11-01 | 3.42728802836302 |
| 2014-12-01 | 3.44738750540214 |
| 2015-01-01 | 3.42597021850643 |
| 2015-02-01 | 3.47486475155793 |
| 2015-03-01 | 3.42757638033279 |
| 2015-04-01 | 3.45850039769720 |
| 2015-05-01 | 3.43618505301317 |
| 2015-06-01 | 3.39258825358131 |
| 2015-07-01 | 3.35276276654916 |
| 2015-08-01 | 3.32836517209124 |
| 2015-09-01 | 3.35981174280856 |
| 2015-10-01 | 3.26493107624171 |
| 2015-11-01 | 3.25769000497225 |
| 2015-12-01 | 3.46987190248753 |
| 2016-01-01 | 3.22055778079416 |
| 2016-02-01 | 3.36193797359309 |
| 2016-03-01 | 3.30769785419023 |
| 2016-04-01 | 3.35095943746388 |
| 2016-05-01 | 3.32972972626224 |
| 2016-06-01 | 3.28412946384201 |
| 2016-07-01 | 3.25364362766849 |
| 2016-08-01 | 3.22457567729280 |
| 2016-09-01 | 3.16989178643722 |
| 2016-10-01 | 3.16894365159988 |
| 2016-11-01 | 3.07620660564326 |
| 2016-12-01 | 3.18190173934593 |
| 2017-01-01 | 3.22279707805595 |
| 2017-02-01 | 3.15391458240375 |
| 2017-03-01 | 3.39404690819629 |
| 2017-04-01 | 3.24883188972440 |
| 2017-05-01 | 3.23011606518799 |
| 2017-06-01 | 3.28148870179488 |
| 2017-07-01 | 3.24633907667023 |
| 2017-08-01 | 3.30894095021218 |
| 2017-09-01 | 3.46934761567267 |
| 2017-10-01 | 3.36073696745916 |
| 2017-11-01 | 3.38236932164634 |
| 2017-12-01 | 3.29757347458269 |
| 2018-01-01 | 3.33056005380382 |
| 2018-02-01 | 3.36506393098815 |
| 2018-03-01 | 3.27416916804559 |
| 2018-04-01 | 3.24852522010032 |
| 2018-05-01 | 3.33666714697180 |
| 2018-06-01 | 3.27869472812034 |
| 2018-07-01 | 3.33949104103152 |
| 2018-08-01 | 3.29423777840076 |
| 2018-09-01 | 3.38571561909585 |
| 2018-10-01 | 3.35045336381117 |
| 2018-11-01 | 3.48244751962357 |
| 2018-12-01 | 3.30079965417667 |
| 2019-01-01 | 3.14262578261142 |
| 2019-02-01 | 3.27406041573521 |
| 2019-03-01 | 3.35739013856352 |
| 2019-04-01 | 3.35691011593109 |
| 2019-05-01 | 3.34201443192196 |
| 2019-06-01 | 3.38126266702412 |
| 2019-07-01 | 3.32789811135879 |
| 2019-08-01 | 3.38259232633541 |
| 2019-09-01 | 3.29839427179753 |
| 2019-10-01 | 3.33808266852231 |
| 2019-11-01 | 3.27860572808882 |
| 2019-12-01 | 3.39309138874001 |
| 2020-01-01 | 3.47257991403766 |
| 2020-02-01 | 3.50000764158319 |
| 2020-03-01 | 3.44307500991221 |
| 2020-04-01 | 3.25599046962836 |
| 2020-05-01 | 3.34551554125301 |
| 2020-06-01 | 3.38271691367428 |
| 2020-07-01 | 3.42001284767086 |
| 2020-08-01 | 3.37733582249048 |
| 2020-09-01 | 3.30356955412675 |
| 2020-10-01 | 3.92138122314194 |
| 2020-11-01 | 3.37034536255614 |
| 2020-12-01 | 3.37345067763564 |
| 2021-01-01 | 3.39471245118009 |
| 2021-02-01 | 3.41134327844801 |
| 2021-03-01 | 3.33295293012751 |
| 2021-04-01 | 3.56201727570197 |
| 2021-05-01 | 3.54971701950535 |
| 2021-06-01 | 3.58990207225895 |
| 2021-07-01 | 3.61150071914371 |
| 2021-08-01 | 3.66953718538733 |
| 2021-09-01 | 3.78958682842808 |
| 2021-10-01 | 3.72338007948483 |
| 2021-11-01 | 3.65444164213785 |
| 2021-12-01 | 3.64993100041153 |
| 2022-01-01 | 3.62112619983816 |
| 2022-02-01 | 3.63234568775956 |
| 2022-03-01 | 3.73583498608937 |
| 2022-04-01 | 3.66021118716620 |
| 2022-05-01 | 3.75498461462884 |
| 2022-06-01 | 3.70158336292299 |
| 2022-07-01 | 3.71970711533832 |
| 2022-08-01 | 3.67873017440838 |
| 2022-09-01 | 3.67995440161973 |
| 2022-10-01 | 3.71794954152877 |
| 2022-11-01 | 4.12914119356646 |
| 2022-12-01 | 3.72643361802184 |
| 2023-01-01 | 3.63290001086574 |
| 2023-02-01 | 3.63673724366577 |
| 2023-03-01 | 3.63836585027066 |
| 2023-04-01 | 3.66318020545833 |
| 2023-05-01 | 3.65409582840600 |
| 2023-06-01 | 3.82038500483253 |
| 2023-07-01 | 3.83157236642582 |
| 2023-08-01 | 3.69379548395240 |
| 2023-09-01 | 3.66248743325398 |
| 2023-10-01 | 3.61172759967771 |
| 2023-11-01 | 3.71977376557777 |
| 2023-12-01 | 3.70498914321426 |
| 2024-01-01 | 3.73959070233126 |
| 2024-02-01 | 3.74061410316671 |
| 2024-03-01 | 3.74917110795990 |
| 2024-04-01 | 3.86770953249290 |
| 2024-05-01 | 3.76104672676107 |
| 2024-06-01 | 3.73332008694924 |
| 2024-07-01 | 3.74984166677577 |
| 2024-08-01 | 3.89906004269882 |
| 2024-09-01 | 3.74374853701010 |
| 2024-10-01 | 3.70383430107982 |
| 2024-11-01 | 3.61060025601118 |
| 2024-12-01 | 3.69447510775960 |
| 2025-01-01 | 3.62800327908283 |
| 2025-02-01 | 3.62991953183263 |
| 2025-03-01 | 3.45306713426990 |
| 2025-04-01 | 3.56422084513284 |
| 2025-05-01 | 3.56605124233660 |
| 2025-06-01 | 3.54249409796089 |
| 2025-07-01 | 3.56231087509295 |
| 2025-08-01 | 3.61191421523776 |
| 2025-09-01 | 3.73562846538160 |
| 2025-10-01 | 3.79677550454183 |
| 2025-11-01 | 3.79991609686122 |
| 2025-12-01 | 3.78825019326319 |
| 2026-01-01 | 3.82632618956595 |
| 2026-02-01 | 3.82935063645126 |
| 2026-03-01 | 3.86860767849747 |
| 2026-04-01 | 3.86970811591059 |