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 2026-09-01 |
| Last Updated | 2026-10-20 9:46 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 | 1.6586926646 |
| 1990-02-01 | 1.6636924436 |
| 1990-03-01 | 1.6686161485 |
| 1990-04-01 | 1.6891744578 |
| 1990-05-01 | 1.6721768258 |
| 1990-06-01 | 1.6685775296 |
| 1990-07-01 | 1.7566585250 |
| 1990-08-01 | 1.7682740766 |
| 1990-09-01 | 1.7875120235 |
| 1990-10-01 | 1.7511937410 |
| 1990-11-01 | 1.7519254032 |
| 1990-12-01 | 1.7518601650 |
| 1991-01-01 | 1.7664431916 |
| 1991-02-01 | 1.7685993619 |
| 1991-03-01 | 1.7723077428 |
| 1991-04-01 | 1.7879635301 |
| 1991-05-01 | 1.7686654044 |
| 1991-06-01 | 1.7665996669 |
| 1991-07-01 | 1.7530769023 |
| 1991-08-01 | 1.7657907967 |
| 1991-09-01 | 1.7939427849 |
| 1991-10-01 | 1.8488210485 |
| 1991-11-01 | 1.8544652708 |
| 1991-12-01 | 1.8555881452 |
| 1992-01-01 | 1.8767398807 |
| 1992-02-01 | 1.8705664136 |
| 1992-03-01 | 1.8742537386 |
| 1992-04-01 | 1.7887346225 |
| 1992-05-01 | 1.8630208391 |
| 1992-06-01 | 1.8593579629 |
| 1992-07-01 | 1.8465122419 |
| 1992-08-01 | 1.8616847931 |
| 1992-09-01 | 1.9035649124 |
| 1992-10-01 | 1.8526455033 |
| 1992-11-01 | 1.8524002547 |
| 1992-12-01 | 1.9595224478 |
| 1993-01-01 | 1.8793631868 |
| 1993-02-01 | 1.8656699923 |
| 1993-03-01 | 1.8646480950 |
| 1993-04-01 | 1.8886866402 |
| 1993-05-01 | 1.9651776684 |
| 1993-06-01 | 1.9545330061 |
| 1993-07-01 | 1.9364359732 |
| 1993-08-01 | 1.8595759230 |
| 1993-09-01 | 1.9210235709 |
| 1993-10-01 | 1.9575328846 |
| 1993-11-01 | 1.9525456037 |
| 1993-12-01 | 1.9607087331 |
| 1994-01-01 | 1.8782222297 |
| 1994-02-01 | 1.8544147784 |
| 1994-03-01 | 1.9547111492 |
| 1994-04-01 | 1.9926802998 |
| 1994-05-01 | 1.9727616102 |
| 1994-06-01 | 1.9498411025 |
| 1994-07-01 | 2.0289772148 |
| 1994-08-01 | 2.0567552284 |
| 1994-09-01 | 2.0407210881 |
| 1994-10-01 | 2.0655188118 |
| 1994-11-01 | 2.0485412925 |
| 1994-12-01 | 2.0561837614 |
| 1995-01-01 | 2.0798838345 |
| 1995-02-01 | 2.1497525173 |
| 1995-03-01 | 2.1428555461 |
| 1995-04-01 | 2.1975094937 |
| 1995-05-01 | 2.3878720701 |
| 1995-06-01 | 2.3417396981 |
| 1995-07-01 | 2.3140623699 |
| 1995-08-01 | 2.3546079833 |
| 1995-09-01 | 2.3512818111 |
| 1995-10-01 | 2.3728516981 |
| 1995-11-01 | 2.4504958670 |
| 1995-12-01 | 2.4514669681 |
| 1996-01-01 | 2.5840146739 |
| 1996-02-01 | 2.5397181913 |
| 1996-03-01 | 2.6440089122 |
| 1996-04-01 | 2.6090942596 |
| 1996-05-01 | 2.5090578858 |
| 1996-06-01 | 2.5384741633 |
| 1996-07-01 | 2.6074397503 |
| 1996-08-01 | 2.5551800568 |
| 1996-09-01 | 2.5581008319 |
| 1996-10-01 | 2.5803948676 |
| 1996-11-01 | 2.5418563421 |
| 1996-12-01 | 2.4287089769 |
| 1997-01-01 | 2.4631812635 |
| 1997-02-01 | 2.5300606377 |
| 1997-03-01 | 2.5395894351 |
| 1997-04-01 | 2.4221329995 |
| 1997-05-01 | 2.3268934511 |
| 1997-06-01 | 2.4534774723 |
| 1997-07-01 | 2.4212425294 |
| 1997-08-01 | 2.4564582261 |
| 1997-09-01 | 2.4543904735 |
| 1997-10-01 | 2.4804180258 |
| 1997-11-01 | 2.5333918261 |
| 1997-12-01 | 2.6060407654 |
| 1998-01-01 | 2.5535480552 |
| 1998-02-01 | 2.5234718450 |
| 1998-03-01 | 2.5518947430 |
| 1998-04-01 | 2.5407999148 |
| 1998-05-01 | 2.5402910648 |
| 1998-06-01 | 2.5640323122 |
| 1998-07-01 | 2.5367664332 |
| 1998-08-01 | 2.4524562700 |
| 1998-09-01 | 2.3433272364 |
| 1998-10-01 | 2.4639440289 |
| 1998-11-01 | 2.5225754518 |
| 1998-12-01 | 2.5807786305 |
| 1999-01-01 | 2.6581531856 |
| 1999-02-01 | 2.6294784425 |
| 1999-03-01 | 2.5643314763 |
| 1999-04-01 | 2.6484394514 |
| 1999-05-01 | 2.6550370924 |
| 1999-06-01 | 2.6897250033 |
| 1999-07-01 | 2.8455927538 |
| 1999-08-01 | 2.7479527991 |
| 1999-09-01 | 2.7113878363 |
| 1999-10-01 | 2.5293366624 |
| 1999-11-01 | 2.6046065266 |
| 1999-12-01 | 2.5679871747 |
| 2000-01-01 | 2.3628424858 |
| 2000-02-01 | 2.5382500007 |
| 2000-03-01 | 2.5773266057 |
| 2000-04-01 | 2.5398261143 |
| 2000-05-01 | 2.6722907903 |
| 2000-06-01 | 2.6170447289 |
| 2000-07-01 | 2.6660230443 |
| 2000-08-01 | 2.7483334376 |
| 2000-09-01 | 2.6943542910 |
| 2000-10-01 | 2.6823871063 |
| 2000-11-01 | 2.6776665123 |
| 2000-12-01 | 2.7632227679 |
| 2001-01-01 | 2.7926163392 |
| 2001-02-01 | 3.3681102055 |
| 2001-03-01 | 3.3031940263 |
| 2001-04-01 | 2.8308728092 |
| 2001-05-01 | 2.8942264669 |
| 2001-06-01 | 2.9591371808 |
| 2001-07-01 | 2.7706204833 |
| 2001-08-01 | 2.8557950192 |
| 2001-09-01 | 2.8722224590 |
| 2001-10-01 | 2.9286737140 |
| 2001-11-01 | 2.8442440235 |
| 2001-12-01 | 2.8619315960 |
| 2002-01-01 | 2.8112829799 |
| 2002-02-01 | 2.8737627929 |
| 2002-03-01 | 2.8978574232 |
| 2002-04-01 | 2.9159377003 |
| 2002-05-01 | 2.7969023200 |
| 2002-06-01 | 2.7850898883 |
| 2002-07-01 | 2.9722628562 |
| 2002-08-01 | 2.8628612028 |
| 2002-09-01 | 3.0582308752 |
| 2002-10-01 | 3.0908339813 |
| 2002-11-01 | 3.1075304623 |
| 2002-12-01 | 2.9573492283 |
| 2003-01-01 | 2.9309053848 |
| 2003-02-01 | 2.8890254334 |
| 2003-03-01 | 3.0097757949 |
| 2003-04-01 | 3.0076411898 |
| 2003-05-01 | 2.7883872980 |
| 2003-06-01 | 2.9118773932 |
| 2003-07-01 | 2.6733035777 |
| 2003-08-01 | 2.9752383018 |
| 2003-09-01 | 2.8564979127 |
| 2003-10-01 | 2.9915547353 |
| 2003-11-01 | 3.1750038037 |
| 2003-12-01 | 2.8592989585 |
| 2004-01-01 | 3.1484455575 |
| 2004-02-01 | 3.2185201370 |
| 2004-03-01 | 3.1236834858 |
| 2004-04-01 | 3.0059346909 |
| 2004-05-01 | 3.1837378626 |
| 2004-06-01 | 3.1237287640 |
| 2004-07-01 | 3.1712404197 |
| 2004-08-01 | 3.0705299976 |
| 2004-09-01 | 3.1358286413 |
| 2004-10-01 | 3.4761341526 |
| 2004-11-01 | 3.4484060299 |
| 2004-12-01 | 3.5514695652 |
| 2005-01-01 | 3.4630402851 |
| 2005-02-01 | 3.4431298300 |
| 2005-03-01 | 3.4380897426 |
| 2005-04-01 | 3.6184137324 |
| 2005-05-01 | 3.6670752825 |
| 2005-06-01 | 3.5286420259 |
| 2005-07-01 | 3.7772855423 |
| 2005-08-01 | 3.7557822219 |
| 2005-09-01 | 3.6933778218 |
| 2005-10-01 | 3.6981429879 |
| 2005-11-01 | 3.7309439656 |
| 2005-12-01 | 3.7465230373 |
| 2006-01-01 | 3.7712188093 |
| 2006-02-01 | 3.7782470650 |
| 2006-03-01 | 3.7452591327 |
| 2006-04-01 | 3.7290448870 |
| 2006-05-01 | 3.8518548207 |
| 2006-06-01 | 3.8059389420 |
| 2006-07-01 | 3.6969148919 |
| 2006-08-01 | 3.6418371422 |
| 2006-09-01 | 3.8818939140 |
| 2006-10-01 | 3.8262211643 |
| 2006-11-01 | 3.8293447567 |
| 2006-12-01 | 3.6494711699 |
| 2007-01-01 | 3.6557862646 |
| 2007-02-01 | 3.6865539023 |
| 2007-03-01 | 3.7313145613 |
| 2007-04-01 | 3.5335743139 |
| 2007-05-01 | 3.5453806534 |
| 2007-06-01 | 3.5662849516 |
| 2007-07-01 | 3.5171717246 |
| 2007-08-01 | 3.5391623331 |
| 2007-09-01 | 3.5069540594 |
| 2007-10-01 | 3.4583707759 |
| 2007-11-01 | 3.4364445627 |
| 2007-12-01 | 3.5607189261 |
| 2008-01-01 | 3.5444163671 |
| 2008-02-01 | 3.4838409224 |
| 2008-03-01 | 3.6144248048 |
| 2008-04-01 | 3.6394835044 |
| 2008-05-01 | 3.5558355609 |
| 2008-06-01 | 3.5359349822 |
| 2008-07-01 | 3.5274512122 |
| 2008-08-01 | 3.5359218465 |
| 2008-09-01 | 3.5253705181 |
| 2008-10-01 | 3.4584968352 |
| 2008-11-01 | 3.5213751246 |
| 2008-12-01 | 3.5704903092 |
| 2009-01-01 | 3.5327813088 |
| 2009-02-01 | 3.4837667073 |
| 2009-03-01 | 3.5113116465 |
| 2009-04-01 | 3.4431458790 |
| 2009-05-01 | 3.3597686203 |
| 2009-06-01 | 3.4200623504 |
| 2009-07-01 | 3.3247840938 |
| 2009-08-01 | 3.1433745329 |
| 2009-09-01 | 3.4489571225 |
| 2009-10-01 | 3.2606640884 |
| 2009-11-01 | 3.2266263791 |
| 2009-12-01 | 3.1812912700 |
| 2010-01-01 | 3.2076398678 |
| 2010-02-01 | 3.3704268271 |
| 2010-03-01 | 3.2154195824 |
| 2010-04-01 | 3.2499096989 |
| 2010-05-01 | 3.2590579333 |
| 2010-06-01 | 3.3146882243 |
| 2010-07-01 | 3.1102434870 |
| 2010-08-01 | 3.3412840915 |
| 2010-09-01 | 3.2720345906 |
| 2010-10-01 | 3.4501607134 |
| 2010-11-01 | 3.4146470055 |
| 2010-12-01 | 3.3898650525 |
| 2011-01-01 | 3.3947122847 |
| 2011-02-01 | 3.4620484774 |
| 2011-03-01 | 3.4394072479 |
| 2011-04-01 | 3.4651705722 |
| 2011-05-01 | 3.5616256225 |
| 2011-06-01 | 3.4147050449 |
| 2011-07-01 | 3.5940601989 |
| 2011-08-01 | 3.5366020289 |
| 2011-09-01 | 3.6650636752 |
| 2011-10-01 | 3.7452839914 |
| 2011-11-01 | 3.7082893334 |
| 2011-12-01 | 3.8054164115 |
| 2012-01-01 | 3.5803669076 |
| 2012-02-01 | 3.5417168574 |
| 2012-03-01 | 3.5552006027 |
| 2012-04-01 | 3.5794316318 |
| 2012-05-01 | 3.5538176663 |
| 2012-06-01 | 3.5128900105 |
| 2012-07-01 | 3.5759605401 |
| 2012-08-01 | 3.6374867894 |
| 2012-09-01 | 3.5638000470 |
| 2012-10-01 | 3.5756325212 |
| 2012-11-01 | 3.5458196602 |
| 2012-12-01 | 3.5166196823 |
| 2013-01-01 | 3.5608282648 |
| 2013-02-01 | 3.6220554950 |
| 2013-03-01 | 3.4507102650 |
| 2013-04-01 | 3.3725432993 |
| 2013-05-01 | 3.4459869348 |
| 2013-06-01 | 3.4110083034 |
| 2013-07-01 | 3.3626662179 |
| 2013-08-01 | 3.3375858801 |
| 2013-09-01 | 3.1741238956 |
| 2013-10-01 | 3.3174734838 |
| 2013-11-01 | 3.3918203113 |
| 2013-12-01 | 3.4294116769 |
| 2014-01-01 | 3.4400353886 |
| 2014-02-01 | 3.3924893581 |
| 2014-03-01 | 3.4418716983 |
| 2014-04-01 | 3.3639528710 |
| 2014-05-01 | 3.3387166401 |
| 2014-06-01 | 3.4013661399 |
| 2014-07-01 | 3.4562212931 |
| 2014-08-01 | 3.4326703729 |
| 2014-09-01 | 3.4570994171 |
| 2014-10-01 | 3.4461278405 |
| 2014-11-01 | 3.4272842704 |
| 2014-12-01 | 3.4473865813 |
| 2015-01-01 | 3.4259735787 |
| 2015-02-01 | 3.4748660354 |
| 2015-03-01 | 3.4275826088 |
| 2015-04-01 | 3.4585036964 |
| 2015-05-01 | 3.4361867352 |
| 2015-06-01 | 3.3925879836 |
| 2015-07-01 | 3.3527603059 |
| 2015-08-01 | 3.3283608564 |
| 2015-09-01 | 3.3598033569 |
| 2015-10-01 | 3.2649254236 |
| 2015-11-01 | 3.2576820411 |
| 2015-12-01 | 3.4698695348 |
| 2016-01-01 | 3.2205716434 |
| 2016-02-01 | 3.3619453321 |
| 2016-03-01 | 3.3077156960 |
| 2016-04-01 | 3.3509731911 |
| 2016-05-01 | 3.3297369802 |
| 2016-06-01 | 3.2841270598 |
| 2016-07-01 | 3.2536317217 |
| 2016-08-01 | 3.2245568483 |
| 2016-09-01 | 3.1698673790 |
| 2016-10-01 | 3.1689249776 |
| 2016-11-01 | 3.0761902273 |
| 2016-12-01 | 3.1818947539 |
| 2017-01-01 | 3.2228218198 |
| 2017-02-01 | 3.1539549251 |
| 2017-03-01 | 3.3940821492 |
| 2017-04-01 | 3.2489090075 |
| 2017-05-01 | 3.2301475963 |
| 2017-06-01 | 3.2815039758 |
| 2017-07-01 | 3.2461849567 |
| 2017-08-01 | 3.3089015731 |
| 2017-09-01 | 3.4692836007 |
| 2017-10-01 | 3.3606825141 |
| 2017-11-01 | 3.3823408722 |
| 2017-12-01 | 3.2975956449 |
| 2018-01-01 | 3.3306593557 |
| 2018-02-01 | 3.3652101800 |
| 2018-03-01 | 3.2743444031 |
| 2018-04-01 | 3.2485608702 |
| 2018-05-01 | 3.3367005110 |
| 2018-06-01 | 3.2786874576 |
| 2018-07-01 | 3.3391636965 |
| 2018-08-01 | 3.2941986783 |
| 2018-09-01 | 3.3851925444 |
| 2018-10-01 | 3.3504852036 |
| 2018-11-01 | 3.4825546967 |
| 2018-12-01 | 3.3010133690 |
| 2019-01-01 | 3.1429346214 |
| 2019-02-01 | 3.2744404089 |
| 2019-03-01 | 3.3577652629 |
| 2019-04-01 | 3.3568378093 |
| 2019-05-01 | 3.3418780627 |
| 2019-06-01 | 3.3810098538 |
| 2019-07-01 | 3.3272102314 |
| 2019-08-01 | 3.3824494069 |
| 2019-09-01 | 3.2974445417 |
| 2019-10-01 | 3.3382935596 |
| 2019-11-01 | 3.2789494272 |
| 2019-12-01 | 3.3936692959 |
| 2020-01-01 | 3.4733751805 |
| 2020-02-01 | 3.5008504297 |
| 2020-03-01 | 3.4439564993 |
| 2020-04-01 | 3.2562350769 |
| 2020-05-01 | 3.3458626986 |
| 2020-06-01 | 3.3790482026 |
| 2020-07-01 | 3.4188659894 |
| 2020-08-01 | 3.3776650599 |
| 2020-09-01 | 3.3025478335 |
| 2020-10-01 | 3.9223502131 |
| 2020-11-01 | 3.3711899159 |
| 2020-12-01 | 3.3745931246 |
| 2021-01-01 | 3.3961482578 |
| 2021-02-01 | 3.4128768885 |
| 2021-03-01 | 3.3344915450 |
| 2021-04-01 | 3.5617671181 |
| 2021-05-01 | 3.5506416658 |
| 2021-06-01 | 3.5814495818 |
| 2021-07-01 | 3.6095227763 |
| 2021-08-01 | 3.6703075256 |
| 2021-09-01 | 3.7884324391 |
| 2021-10-01 | 3.7245268001 |
| 2021-11-01 | 3.6584200209 |
| 2021-12-01 | 3.6514983338 |
| 2022-01-01 | 3.6232214315 |
| 2022-02-01 | 3.6346596718 |
| 2022-03-01 | 3.7384911049 |
| 2022-04-01 | 3.6590962701 |
| 2022-05-01 | 3.7561359124 |
| 2022-06-01 | 3.6875470913 |
| 2022-07-01 | 3.7166885201 |
| 2022-08-01 | 3.6798388987 |
| 2022-09-01 | 3.6791001567 |
| 2022-10-01 | 3.7191745304 |
| 2022-11-01 | 4.1375895294 |
| 2022-12-01 | 3.7287078083 |
| 2023-01-01 | 3.6357972452 |
| 2023-02-01 | 3.6399405045 |
| 2023-03-01 | 3.6420050620 |
| 2023-04-01 | 3.6617274885 |
| 2023-05-01 | 3.6558772049 |
| 2023-06-01 | 3.7989211805 |
| 2023-07-01 | 3.8246544741 |
| 2023-08-01 | 3.6949212350 |
| 2023-09-01 | 3.6647963010 |
| 2023-10-01 | 3.6133128391 |
| 2023-11-01 | 3.7306904827 |
| 2023-12-01 | 3.7073604313 |
| 2024-01-01 | 3.7427033102 |
| 2024-02-01 | 3.7442759827 |
| 2024-03-01 | 3.7539631870 |
| 2024-04-01 | 3.8677824318 |
| 2024-05-01 | 3.7638972560 |
| 2024-06-01 | 3.7046925452 |
| 2024-07-01 | 3.7391569733 |
| 2024-08-01 | 3.9002708837 |
| 2024-09-01 | 3.7516253124 |
| 2024-10-01 | 3.7059874927 |
| 2024-11-01 | 3.6222674994 |
| 2024-12-01 | 3.6967401585 |
| 2025-01-01 | 3.6307548955 |
| 2025-02-01 | 3.6334615055 |
| 2025-03-01 | 3.4580759448 |
| 2025-04-01 | 3.5655848283 |
| 2025-05-01 | 3.5696805274 |
| 2025-06-01 | 3.5109587605 |
| 2025-07-01 | 3.5486059525 |
| 2025-08-01 | 3.6129515272 |
| 2025-09-01 | 3.7487255231 |
| 2025-10-01 | 3.7991277992 |
| 2025-11-01 | 3.8131672550 |
| 2025-12-01 | 3.7896135935 |
| 2026-01-01 | 3.8281377158 |
| 2026-02-01 | 3.8322522480 |
| 2026-03-01 | 3.8741637352 |
| 2026-04-01 | 3.8723999473 |
| 2026-05-01 | 3.8823512401 |
| 2026-06-01 | 4.0193095928 |
| 2026-07-01 | 3.9501599071 |
| 2026-08-01 | 3.9085611610 |
| 2026-09-01 | 3.8406741753 |