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 2026-08-01 |
| Last Updated | 2026-09-18 12:12 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 | 1.6586926860 |
| 1990-02-01 | 1.6636924653 |
| 1990-03-01 | 1.6686161671 |
| 1990-04-01 | 1.6891744726 |
| 1990-05-01 | 1.6721766959 |
| 1990-06-01 | 1.6685774905 |
| 1990-07-01 | 1.7566585342 |
| 1990-08-01 | 1.7682740621 |
| 1990-09-01 | 1.7875120370 |
| 1990-10-01 | 1.7511937577 |
| 1990-11-01 | 1.7519254277 |
| 1990-12-01 | 1.7518602141 |
| 1991-01-01 | 1.7664432257 |
| 1991-02-01 | 1.7685993948 |
| 1991-03-01 | 1.7723077562 |
| 1991-04-01 | 1.7879635736 |
| 1991-05-01 | 1.7686652204 |
| 1991-06-01 | 1.7665996175 |
| 1991-07-01 | 1.7530768996 |
| 1991-08-01 | 1.7657907717 |
| 1991-09-01 | 1.7939428037 |
| 1991-10-01 | 1.8488210811 |
| 1991-11-01 | 1.8544653220 |
| 1991-12-01 | 1.8555882229 |
| 1992-01-01 | 1.8767399475 |
| 1992-02-01 | 1.8705664693 |
| 1992-03-01 | 1.8742537496 |
| 1992-04-01 | 1.7887346940 |
| 1992-05-01 | 1.8630204522 |
| 1992-06-01 | 1.8593579159 |
| 1992-07-01 | 1.8465122285 |
| 1992-08-01 | 1.8616847617 |
| 1992-09-01 | 1.9035649552 |
| 1992-10-01 | 1.8526455801 |
| 1992-11-01 | 1.8524003671 |
| 1992-12-01 | 1.9595225948 |
| 1993-01-01 | 1.8793633159 |
| 1993-02-01 | 1.8656700932 |
| 1993-03-01 | 1.8646480320 |
| 1993-04-01 | 1.8886867723 |
| 1993-05-01 | 1.9651768949 |
| 1993-06-01 | 1.9545329827 |
| 1993-07-01 | 1.9364359502 |
| 1993-08-01 | 1.8595758796 |
| 1993-09-01 | 1.9210236069 |
| 1993-10-01 | 1.9575329707 |
| 1993-11-01 | 1.9525457464 |
| 1993-12-01 | 1.9607094145 |
| 1994-01-01 | 1.8782224505 |
| 1994-02-01 | 1.8544148741 |
| 1994-03-01 | 1.9547106803 |
| 1994-04-01 | 1.9926806098 |
| 1994-05-01 | 1.9727602695 |
| 1994-06-01 | 1.9498411915 |
| 1994-07-01 | 2.0289772240 |
| 1994-08-01 | 2.0567551589 |
| 1994-09-01 | 2.0407210886 |
| 1994-10-01 | 2.0655188964 |
| 1994-11-01 | 2.0485414937 |
| 1994-12-01 | 2.0561850913 |
| 1995-01-01 | 2.0798842589 |
| 1995-02-01 | 2.1497526791 |
| 1995-03-01 | 2.1428545967 |
| 1995-04-01 | 2.1975099598 |
| 1995-05-01 | 2.3878699033 |
| 1995-06-01 | 2.3417397821 |
| 1995-07-01 | 2.3140622341 |
| 1995-08-01 | 2.3546076955 |
| 1995-09-01 | 2.3512816338 |
| 1995-10-01 | 2.3728517046 |
| 1995-11-01 | 2.4504961209 |
| 1995-12-01 | 2.4514692174 |
| 1996-01-01 | 2.5840176789 |
| 1996-02-01 | 2.5397181642 |
| 1996-03-01 | 2.6440069245 |
| 1996-04-01 | 2.6090943647 |
| 1996-05-01 | 2.5090547675 |
| 1996-06-01 | 2.5384736456 |
| 1996-07-01 | 2.6074392198 |
| 1996-08-01 | 2.5551793336 |
| 1996-09-01 | 2.5581005608 |
| 1996-10-01 | 2.5803946278 |
| 1996-11-01 | 2.5418572356 |
| 1996-12-01 | 2.4287118625 |
| 1997-01-01 | 2.4631882210 |
| 1997-02-01 | 2.5300605440 |
| 1997-03-01 | 2.5395868575 |
| 1997-04-01 | 2.4221318862 |
| 1997-05-01 | 2.3268893719 |
| 1997-06-01 | 2.4534753929 |
| 1997-07-01 | 2.4212407664 |
| 1997-08-01 | 2.4564569549 |
| 1997-09-01 | 2.4543896455 |
| 1997-10-01 | 2.4804174648 |
| 1997-11-01 | 2.5333940716 |
| 1997-12-01 | 2.6060466738 |
| 1998-01-01 | 2.5535634281 |
| 1998-02-01 | 2.5234704116 |
| 1998-03-01 | 2.5518929440 |
| 1998-04-01 | 2.5407933745 |
| 1998-05-01 | 2.5402833806 |
| 1998-06-01 | 2.5640276018 |
| 1998-07-01 | 2.5367633743 |
| 1998-08-01 | 2.4524549433 |
| 1998-09-01 | 2.3433266451 |
| 1998-10-01 | 2.4639441102 |
| 1998-11-01 | 2.5225799742 |
| 1998-12-01 | 2.5807874584 |
| 1999-01-01 | 2.6581758914 |
| 1999-02-01 | 2.6294759516 |
| 1999-03-01 | 2.5643308637 |
| 1999-04-01 | 2.6484265646 |
| 1999-05-01 | 2.6550255849 |
| 1999-06-01 | 2.6897173061 |
| 1999-07-01 | 2.8455876419 |
| 1999-08-01 | 2.7479518896 |
| 1999-09-01 | 2.7113875816 |
| 1999-10-01 | 2.5293380082 |
| 1999-11-01 | 2.6046133752 |
| 1999-12-01 | 2.5679985832 |
| 2000-01-01 | 2.3628670376 |
| 2000-02-01 | 2.5382463905 |
| 2000-03-01 | 2.5773272800 |
| 2000-04-01 | 2.5398084410 |
| 2000-05-01 | 2.6722756609 |
| 2000-06-01 | 2.6170356319 |
| 2000-07-01 | 2.6660180392 |
| 2000-08-01 | 2.7483337510 |
| 2000-09-01 | 2.6943551555 |
| 2000-10-01 | 2.6823897162 |
| 2000-11-01 | 2.6776762367 |
| 2000-12-01 | 2.7632357036 |
| 2001-01-01 | 2.7926431492 |
| 2001-02-01 | 3.3681054310 |
| 2001-03-01 | 3.3031950077 |
| 2001-04-01 | 2.8308502143 |
| 2001-05-01 | 2.8942094228 |
| 2001-06-01 | 2.9591273816 |
| 2001-07-01 | 2.7706161804 |
| 2001-08-01 | 2.8557979251 |
| 2001-09-01 | 2.8722262712 |
| 2001-10-01 | 2.9286746957 |
| 2001-11-01 | 2.8442541636 |
| 2001-12-01 | 2.8619441485 |
| 2002-01-01 | 2.8113048815 |
| 2002-02-01 | 2.8737583938 |
| 2002-03-01 | 2.8978588303 |
| 2002-04-01 | 2.9159135762 |
| 2002-05-01 | 2.7968872879 |
| 2002-06-01 | 2.7850823021 |
| 2002-07-01 | 2.9722614689 |
| 2002-08-01 | 2.8628669812 |
| 2002-09-01 | 3.0582386114 |
| 2002-10-01 | 3.0908326878 |
| 2002-11-01 | 3.1075396625 |
| 2002-12-01 | 2.9573581527 |
| 2003-01-01 | 2.9309176373 |
| 2003-02-01 | 2.8890219806 |
| 2003-03-01 | 3.0097762996 |
| 2003-04-01 | 3.0076203822 |
| 2003-05-01 | 2.7883770653 |
| 2003-06-01 | 2.9118721799 |
| 2003-07-01 | 2.6733048105 |
| 2003-08-01 | 2.9752481478 |
| 2003-09-01 | 2.8565074690 |
| 2003-10-01 | 2.9915502030 |
| 2003-11-01 | 3.1750084355 |
| 2003-12-01 | 2.8593024359 |
| 2004-01-01 | 3.1484497810 |
| 2004-02-01 | 3.2185171576 |
| 2004-03-01 | 3.1236830978 |
| 2004-04-01 | 3.0059206558 |
| 2004-05-01 | 3.1837317340 |
| 2004-06-01 | 3.1237256196 |
| 2004-07-01 | 3.1712442827 |
| 2004-08-01 | 3.0705418623 |
| 2004-09-01 | 3.1358387892 |
| 2004-10-01 | 3.4761269315 |
| 2004-11-01 | 3.4484076174 |
| 2004-12-01 | 3.5514684904 |
| 2005-01-01 | 3.4630376098 |
| 2005-02-01 | 3.4431277954 |
| 2005-03-01 | 3.4380880191 |
| 2005-04-01 | 3.6184040811 |
| 2005-05-01 | 3.6670739952 |
| 2005-06-01 | 3.5286406680 |
| 2005-07-01 | 3.7772906429 |
| 2005-08-01 | 3.7557976211 |
| 2005-09-01 | 3.6933882788 |
| 2005-10-01 | 3.6981334108 |
| 2005-11-01 | 3.7309415787 |
| 2005-12-01 | 3.7465196189 |
| 2006-01-01 | 3.7712151530 |
| 2006-02-01 | 3.7782449061 |
| 2006-03-01 | 3.7452582208 |
| 2006-04-01 | 3.7290394704 |
| 2006-05-01 | 3.8518557478 |
| 2006-06-01 | 3.8059377793 |
| 2006-07-01 | 3.6969193745 |
| 2006-08-01 | 3.6418495288 |
| 2006-09-01 | 3.8819012421 |
| 2006-10-01 | 3.8262139304 |
| 2006-11-01 | 3.8293414062 |
| 2006-12-01 | 3.6494677581 |
| 2007-01-01 | 3.6557832122 |
| 2007-02-01 | 3.6865521485 |
| 2007-03-01 | 3.7313139164 |
| 2007-04-01 | 3.5335720381 |
| 2007-05-01 | 3.5453818996 |
| 2007-06-01 | 3.5662840974 |
| 2007-07-01 | 3.5171740866 |
| 2007-08-01 | 3.5391717835 |
| 2007-09-01 | 3.5069572894 |
| 2007-10-01 | 3.4583672348 |
| 2007-11-01 | 3.4364416169 |
| 2007-12-01 | 3.5607164620 |
| 2008-01-01 | 3.5444145439 |
| 2008-02-01 | 3.4838398531 |
| 2008-03-01 | 3.6144243166 |
| 2008-04-01 | 3.6394838013 |
| 2008-05-01 | 3.5558361156 |
| 2008-06-01 | 3.5359344071 |
| 2008-07-01 | 3.5274519932 |
| 2008-08-01 | 3.5359269558 |
| 2008-09-01 | 3.5253706090 |
| 2008-10-01 | 3.4584962783 |
| 2008-11-01 | 3.5213741761 |
| 2008-12-01 | 3.5704891675 |
| 2009-01-01 | 3.5327802673 |
| 2009-02-01 | 3.4837660264 |
| 2009-03-01 | 3.5113112572 |
| 2009-04-01 | 3.4431458809 |
| 2009-05-01 | 3.3597687233 |
| 2009-06-01 | 3.4200625061 |
| 2009-07-01 | 3.3247842248 |
| 2009-08-01 | 3.1433767115 |
| 2009-09-01 | 3.4489570907 |
| 2009-10-01 | 3.2606637851 |
| 2009-11-01 | 3.2266260016 |
| 2009-12-01 | 3.1812908506 |
| 2010-01-01 | 3.2076394784 |
| 2010-02-01 | 3.3704266761 |
| 2010-03-01 | 3.2154194608 |
| 2010-04-01 | 3.2499096049 |
| 2010-05-01 | 3.2590580143 |
| 2010-06-01 | 3.3146883580 |
| 2010-07-01 | 3.1102436234 |
| 2010-08-01 | 3.3412844180 |
| 2010-09-01 | 3.2720347408 |
| 2010-10-01 | 3.4501606639 |
| 2010-11-01 | 3.4146469367 |
| 2010-12-01 | 3.3898649441 |
| 2011-01-01 | 3.3947121795 |
| 2011-02-01 | 3.4620486189 |
| 2011-03-01 | 3.4394072104 |
| 2011-04-01 | 3.4651702763 |
| 2011-05-01 | 3.5616255754 |
| 2011-06-01 | 3.4147050066 |
| 2011-07-01 | 3.5940601695 |
| 2011-08-01 | 3.5366021840 |
| 2011-09-01 | 3.6650638215 |
| 2011-10-01 | 3.7452840715 |
| 2011-11-01 | 3.7082894583 |
| 2011-12-01 | 3.8054164914 |
| 2012-01-01 | 3.5803669062 |
| 2012-02-01 | 3.5417171340 |
| 2012-03-01 | 3.5552004522 |
| 2012-04-01 | 3.5794310165 |
| 2012-05-01 | 3.5538174138 |
| 2012-06-01 | 3.5128897751 |
| 2012-07-01 | 3.5759603740 |
| 2012-08-01 | 3.6374869259 |
| 2012-09-01 | 3.5638004285 |
| 2012-10-01 | 3.5756329887 |
| 2012-11-01 | 3.5458201076 |
| 2012-12-01 | 3.5166203179 |
| 2013-01-01 | 3.5608282237 |
| 2013-02-01 | 3.6220554149 |
| 2013-03-01 | 3.4507096784 |
| 2013-04-01 | 3.3725423454 |
| 2013-05-01 | 3.4459863297 |
| 2013-06-01 | 3.4110077334 |
| 2013-07-01 | 3.3626657793 |
| 2013-08-01 | 3.3375857765 |
| 2013-09-01 | 3.1741242088 |
| 2013-10-01 | 3.3174739865 |
| 2013-11-01 | 3.3918245471 |
| 2013-12-01 | 3.4294131422 |
| 2014-01-01 | 3.4400361657 |
| 2014-02-01 | 3.3924849915 |
| 2014-03-01 | 3.4418697914 |
| 2014-04-01 | 3.3639523723 |
| 2014-05-01 | 3.3387159606 |
| 2014-06-01 | 3.4013649548 |
| 2014-07-01 | 3.4562199985 |
| 2014-08-01 | 3.4326695482 |
| 2014-09-01 | 3.4571008434 |
| 2014-10-01 | 3.4461287453 |
| 2014-11-01 | 3.4272932941 |
| 2014-12-01 | 3.4473898638 |
| 2015-01-01 | 3.4259758301 |
| 2015-02-01 | 3.4748571603 |
| 2015-03-01 | 3.4275788889 |
| 2015-04-01 | 3.4585027907 |
| 2015-05-01 | 3.4361843047 |
| 2015-06-01 | 3.3925842442 |
| 2015-07-01 | 3.3527564515 |
| 2015-08-01 | 3.3283582620 |
| 2015-09-01 | 3.3598061230 |
| 2015-10-01 | 3.2649290218 |
| 2015-11-01 | 3.2577030317 |
| 2015-12-01 | 3.4698776105 |
| 2016-01-01 | 3.2205789198 |
| 2016-02-01 | 3.3619299405 |
| 2016-03-01 | 3.3077047006 |
| 2016-04-01 | 3.3509652555 |
| 2016-05-01 | 3.3297270940 |
| 2016-06-01 | 3.2841174078 |
| 2016-07-01 | 3.2536251308 |
| 2016-08-01 | 3.2245539746 |
| 2016-09-01 | 3.1698727769 |
| 2016-10-01 | 3.1689333399 |
| 2016-11-01 | 3.0762462722 |
| 2016-12-01 | 3.1819063267 |
| 2017-01-01 | 3.2228304913 |
| 2017-02-01 | 3.1539411011 |
| 2017-03-01 | 3.3940549518 |
| 2017-04-01 | 3.2488623573 |
| 2017-05-01 | 3.2301234149 |
| 2017-06-01 | 3.2814853281 |
| 2017-07-01 | 3.2461895196 |
| 2017-08-01 | 3.3089022478 |
| 2017-09-01 | 3.4692970834 |
| 2017-10-01 | 3.3606986552 |
| 2017-11-01 | 3.3824541410 |
| 2017-12-01 | 3.2976245823 |
| 2018-01-01 | 3.3306910180 |
| 2018-02-01 | 3.3652306870 |
| 2018-03-01 | 3.2742629662 |
| 2018-04-01 | 3.2483312479 |
| 2018-05-01 | 3.3367065937 |
| 2018-06-01 | 3.2786938548 |
| 2018-07-01 | 3.3391991791 |
| 2018-08-01 | 3.2942094769 |
| 2018-09-01 | 3.3852711277 |
| 2018-10-01 | 3.3504958432 |
| 2018-11-01 | 3.4826982791 |
| 2018-12-01 | 3.3010443553 |
| 2019-01-01 | 3.1429705903 |
| 2019-02-01 | 3.2744873373 |
| 2019-03-01 | 3.3576189020 |
| 2019-04-01 | 3.3564105165 |
| 2019-05-01 | 3.3419248932 |
| 2019-06-01 | 3.3810600758 |
| 2019-07-01 | 3.3272953677 |
| 2019-08-01 | 3.3824855784 |
| 2019-09-01 | 3.2975895146 |
| 2019-10-01 | 3.3382931995 |
| 2019-11-01 | 3.2790795906 |
| 2019-12-01 | 3.3936908267 |
| 2020-01-01 | 3.4734109956 |
| 2020-02-01 | 3.5009105368 |
| 2020-03-01 | 3.4437289740 |
| 2020-04-01 | 3.2556334047 |
| 2020-05-01 | 3.3459104580 |
| 2020-06-01 | 3.3792747548 |
| 2020-07-01 | 3.4191152240 |
| 2020-08-01 | 3.3776968368 |
| 2020-09-01 | 3.3027505634 |
| 2020-10-01 | 3.9221952908 |
| 2020-11-01 | 3.3712826314 |
| 2020-12-01 | 3.3745646765 |
| 2021-01-01 | 3.3961251105 |
| 2021-02-01 | 3.4128715520 |
| 2021-03-01 | 3.3342090993 |
| 2021-04-01 | 3.5613650930 |
| 2021-05-01 | 3.5506678107 |
| 2021-06-01 | 3.5816986357 |
| 2021-07-01 | 3.6099349617 |
| 2021-08-01 | 3.6705850381 |
| 2021-09-01 | 3.7885789920 |
| 2021-10-01 | 3.7241481070 |
| 2021-11-01 | 3.6582886184 |
| 2021-12-01 | 3.6513614333 |
| 2022-01-01 | 3.6231192497 |
| 2022-02-01 | 3.6346035156 |
| 2022-03-01 | 3.7381560908 |
| 2022-04-01 | 3.6591339792 |
| 2022-05-01 | 3.7563427460 |
| 2022-06-01 | 3.6877672029 |
| 2022-07-01 | 3.7173593968 |
| 2022-08-01 | 3.6803605876 |
| 2022-09-01 | 3.6790593179 |
| 2022-10-01 | 3.7184106800 |
| 2022-11-01 | 4.1369766000 |
| 2022-12-01 | 3.7283299141 |
| 2023-01-01 | 3.6355314414 |
| 2023-02-01 | 3.6397462976 |
| 2023-03-01 | 3.6417594323 |
| 2023-04-01 | 3.6626178738 |
| 2023-05-01 | 3.6566090388 |
| 2023-06-01 | 3.7985635925 |
| 2023-07-01 | 3.8264089478 |
| 2023-08-01 | 3.6970240639 |
| 2023-09-01 | 3.6624387966 |
| 2023-10-01 | 3.6118107884 |
| 2023-11-01 | 3.7298199540 |
| 2023-12-01 | 3.7069624228 |
| 2024-01-01 | 3.7424038683 |
| 2024-02-01 | 3.7439975979 |
| 2024-03-01 | 3.7537513019 |
| 2024-04-01 | 3.8692009112 |
| 2024-05-01 | 3.7652119388 |
| 2024-06-01 | 3.7042895794 |
| 2024-07-01 | 3.7427523081 |
| 2024-08-01 | 3.9053410695 |
| 2024-09-01 | 3.7447711135 |
| 2024-10-01 | 3.7035121998 |
| 2024-11-01 | 3.6212052613 |
| 2024-12-01 | 3.6963670457 |
| 2025-01-01 | 3.6304962324 |
| 2025-02-01 | 3.6331914619 |
| 2025-03-01 | 3.4579267932 |
| 2025-04-01 | 3.5672719344 |
| 2025-05-01 | 3.5714027836 |
| 2025-06-01 | 3.5103215874 |
| 2025-07-01 | 3.5539683963 |
| 2025-08-01 | 3.6209820923 |
| 2025-09-01 | 3.7370765114 |
| 2025-10-01 | 3.7956228746 |
| 2025-11-01 | 3.8118777085 |
| 2025-12-01 | 3.7893488856 |
| 2026-01-01 | 3.8279683172 |
| 2026-02-01 | 3.8320670250 |
| 2026-03-01 | 3.8740061312 |
| 2026-04-01 | 3.8741240023 |
| 2026-05-01 | 3.8845975127 |
| 2026-06-01 | 4.0188797434 |
| 2026-07-01 | 3.9578812105 |
| 2026-08-01 | 3.9200342388 |