Table Data - All Employees: Private Service Providing in Grand Forks, ND-MN (MSA)
| Title | All Employees: Private Service Providing in Grand Forks, ND-MN (MSA) |
|---|---|
| Series ID | SMU38242200800000001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 11:31 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 | 25.4641424802 |
| 1990-02-01 | 25.5143598908 |
| 1990-03-01 | 25.5771702972 |
| 1990-04-01 | 25.4317773919 |
| 1990-05-01 | 25.5261441477 |
| 1990-06-01 | 25.5263934074 |
| 1990-07-01 | 25.6624406619 |
| 1990-08-01 | 25.7506382067 |
| 1990-09-01 | 25.9544578901 |
| 1990-10-01 | 25.9464746067 |
| 1990-11-01 | 25.9181907832 |
| 1990-12-01 | 25.9193627224 |
| 1991-01-01 | 25.9722615470 |
| 1991-02-01 | 26.2389385868 |
| 1991-03-01 | 26.0783895023 |
| 1991-04-01 | 26.2299741839 |
| 1991-05-01 | 26.0996094452 |
| 1991-06-01 | 26.1114930312 |
| 1991-07-01 | 26.1507131945 |
| 1991-08-01 | 26.5513067518 |
| 1991-09-01 | 26.5712466346 |
| 1991-10-01 | 26.7615972431 |
| 1991-11-01 | 26.7163244707 |
| 1991-12-01 | 26.7183952789 |
| 1992-01-01 | 26.9740343057 |
| 1992-02-01 | 26.9756769752 |
| 1992-03-01 | 26.9781109649 |
| 1992-04-01 | 27.0336448282 |
| 1992-05-01 | 27.0516373120 |
| 1992-06-01 | 27.3798884268 |
| 1992-07-01 | 27.3317043675 |
| 1992-08-01 | 27.2668161567 |
| 1992-09-01 | 27.4054913864 |
| 1992-10-01 | 27.3899452092 |
| 1992-11-01 | 27.5031229734 |
| 1992-12-01 | 27.7156825679 |
| 1993-01-01 | 27.6731735430 |
| 1993-02-01 | 27.7067414204 |
| 1993-03-01 | 27.7656866645 |
| 1993-04-01 | 27.9533327069 |
| 1993-05-01 | 28.2007921328 |
| 1993-06-01 | 27.9475148715 |
| 1993-07-01 | 28.0121169679 |
| 1993-08-01 | 27.9909894466 |
| 1993-09-01 | 27.9462142099 |
| 1993-10-01 | 28.1284832585 |
| 1993-11-01 | 28.5752635812 |
| 1993-12-01 | 28.4021213582 |
| 1994-01-01 | 28.3763117586 |
| 1994-02-01 | 28.4193051149 |
| 1994-03-01 | 28.6338135932 |
| 1994-04-01 | 28.7751232637 |
| 1994-05-01 | 28.9578086610 |
| 1994-06-01 | 29.0502761590 |
| 1994-07-01 | 29.1207184222 |
| 1994-08-01 | 29.2218096459 |
| 1994-09-01 | 29.1887657734 |
| 1994-10-01 | 29.1481997955 |
| 1994-11-01 | 29.1132729567 |
| 1994-12-01 | 28.9902534388 |
| 1995-01-01 | 29.4835155328 |
| 1995-02-01 | 29.4032206778 |
| 1995-03-01 | 29.5868369004 |
| 1995-04-01 | 29.5942223011 |
| 1995-05-01 | 29.9400466540 |
| 1995-06-01 | 30.0928676168 |
| 1995-07-01 | 30.1623481837 |
| 1995-08-01 | 30.0453416144 |
| 1995-09-01 | 30.3168126002 |
| 1995-10-01 | 30.3569365806 |
| 1995-11-01 | 30.4391140940 |
| 1995-12-01 | 30.2826820198 |
| 1996-01-01 | 30.5740045252 |
| 1996-02-01 | 30.7714548996 |
| 1996-03-01 | 30.7242575433 |
| 1996-04-01 | 30.7900409590 |
| 1996-05-01 | 30.5520312084 |
| 1996-06-01 | 30.8744382480 |
| 1996-07-01 | 30.8470844681 |
| 1996-08-01 | 30.7721892002 |
| 1996-09-01 | 30.5175661524 |
| 1996-10-01 | 30.4463557351 |
| 1996-11-01 | 30.3630725568 |
| 1996-12-01 | 30.2741676171 |
| 1997-01-01 | 29.9725534566 |
| 1997-02-01 | 29.9157286268 |
| 1997-03-01 | 29.8610906321 |
| 1997-04-01 | 29.6727713893 |
| 1997-05-01 | 26.5709504530 |
| 1997-06-01 | 28.3573232285 |
| 1997-07-01 | 28.5525281434 |
| 1997-08-01 | 28.8068610523 |
| 1997-09-01 | 29.0123917779 |
| 1997-10-01 | 29.4376272726 |
| 1997-11-01 | 29.5052571668 |
| 1997-12-01 | 29.4562016270 |
| 1998-01-01 | 29.5671334827 |
| 1998-02-01 | 29.6578336013 |
| 1998-03-01 | 29.5885140676 |
| 1998-04-01 | 29.7423822726 |
| 1998-05-01 | 29.6712663861 |
| 1998-06-01 | 29.6402732300 |
| 1998-07-01 | 29.6873882430 |
| 1998-08-01 | 29.6646332690 |
| 1998-09-01 | 29.5066404224 |
| 1998-10-01 | 29.3075435593 |
| 1998-11-01 | 29.6593227954 |
| 1998-12-01 | 29.5279381525 |
| 1999-01-01 | 29.7564626678 |
| 1999-02-01 | 29.4003870130 |
| 1999-03-01 | 29.6446538756 |
| 1999-04-01 | 29.7033331007 |
| 1999-05-01 | 29.4644409940 |
| 1999-06-01 | 29.6045829031 |
| 1999-07-01 | 29.7176885606 |
| 1999-08-01 | 29.8259608081 |
| 1999-09-01 | 30.0121049315 |
| 1999-10-01 | 29.6695853423 |
| 1999-11-01 | 29.6201458576 |
| 1999-12-01 | 29.8054742512 |
| 2000-01-01 | 29.4180890879 |
| 2000-02-01 | 29.7634608754 |
| 2000-03-01 | 29.7131747976 |
| 2000-04-01 | 29.5631233860 |
| 2000-05-01 | 29.8644493248 |
| 2000-06-01 | 29.8725386068 |
| 2000-07-01 | 29.8486361265 |
| 2000-08-01 | 29.7819570059 |
| 2000-09-01 | 29.9119534133 |
| 2000-10-01 | 29.9024249154 |
| 2000-11-01 | 29.5752318658 |
| 2000-12-01 | 29.7794614826 |
| 2001-01-01 | 30.1864397500 |
| 2001-02-01 | 31.0215448237 |
| 2001-03-01 | 30.9178160267 |
| 2001-04-01 | 30.4443139914 |
| 2001-05-01 | 30.6883222253 |
| 2001-06-01 | 30.4299392332 |
| 2001-07-01 | 30.1482783102 |
| 2001-08-01 | 30.1098488949 |
| 2001-09-01 | 30.1225414092 |
| 2001-10-01 | 30.8233118463 |
| 2001-11-01 | 30.2180468528 |
| 2001-12-01 | 30.3577328050 |
| 2002-01-01 | 30.4506361605 |
| 2002-02-01 | 30.3095105058 |
| 2002-03-01 | 30.1312312238 |
| 2002-04-01 | 30.5344711953 |
| 2002-05-01 | 30.4281944689 |
| 2002-06-01 | 30.7012211561 |
| 2002-07-01 | 30.8249835444 |
| 2002-08-01 | 30.8152754990 |
| 2002-09-01 | 30.9070795106 |
| 2002-10-01 | 30.9330045443 |
| 2002-11-01 | 31.0651742031 |
| 2002-12-01 | 30.9419138807 |
| 2003-01-01 | 30.9326559524 |
| 2003-02-01 | 30.9089674934 |
| 2003-03-01 | 30.9583897055 |
| 2003-04-01 | 31.0368100600 |
| 2003-05-01 | 30.9869412679 |
| 2003-06-01 | 30.8525202786 |
| 2003-07-01 | 30.8624769801 |
| 2003-08-01 | 31.3116996444 |
| 2003-09-01 | 31.2605160522 |
| 2003-10-01 | 31.5608392557 |
| 2003-11-01 | 31.6281776960 |
| 2003-12-01 | 31.5440844750 |
| 2004-01-01 | 31.6290949147 |
| 2004-02-01 | 31.7272340970 |
| 2004-03-01 | 31.5657918123 |
| 2004-04-01 | 31.3497994786 |
| 2004-05-01 | 31.5412268115 |
| 2004-06-01 | 31.6868015303 |
| 2004-07-01 | 31.6707804622 |
| 2004-08-01 | 31.7975109507 |
| 2004-09-01 | 31.5937532274 |
| 2004-10-01 | 31.8289856396 |
| 2004-11-01 | 31.9355933086 |
| 2004-12-01 | 32.0365873195 |
| 2005-01-01 | 32.1378038693 |
| 2005-02-01 | 31.9349844719 |
| 2005-03-01 | 31.8539375875 |
| 2005-04-01 | 32.3761059139 |
| 2005-05-01 | 32.3810435705 |
| 2005-06-01 | 32.3991657970 |
| 2005-07-01 | 32.6719096529 |
| 2005-08-01 | 32.5844238884 |
| 2005-09-01 | 32.8312380254 |
| 2005-10-01 | 32.6349356713 |
| 2005-11-01 | 32.5503991413 |
| 2005-12-01 | 32.5247124356 |
| 2006-01-01 | 32.4367660764 |
| 2006-02-01 | 32.7499867251 |
| 2006-03-01 | 32.8367536460 |
| 2006-04-01 | 32.8078022706 |
| 2006-05-01 | 33.1899651147 |
| 2006-06-01 | 32.9083698475 |
| 2006-07-01 | 32.7673094513 |
| 2006-08-01 | 32.7764004287 |
| 2006-09-01 | 33.1827265555 |
| 2006-10-01 | 33.1658679557 |
| 2006-11-01 | 32.9622888575 |
| 2006-12-01 | 32.9065414797 |
| 2007-01-01 | 32.9280349515 |
| 2007-02-01 | 33.1646179649 |
| 2007-03-01 | 33.1249907278 |
| 2007-04-01 | 33.0236005397 |
| 2007-05-01 | 33.1860781602 |
| 2007-06-01 | 33.5257272221 |
| 2007-07-01 | 33.4828037804 |
| 2007-08-01 | 33.2700943361 |
| 2007-09-01 | 33.0543934659 |
| 2007-10-01 | 32.9895792792 |
| 2007-11-01 | 33.0332294234 |
| 2007-12-01 | 33.4968007830 |
| 2008-01-01 | 33.6111980810 |
| 2008-02-01 | 33.3763669392 |
| 2008-03-01 | 33.5384306083 |
| 2008-04-01 | 33.5440015532 |
| 2008-05-01 | 33.2761366227 |
| 2008-06-01 | 33.1534874093 |
| 2008-07-01 | 33.1911795325 |
| 2008-08-01 | 33.4522079019 |
| 2008-09-01 | 33.4526960710 |
| 2008-10-01 | 33.4017991371 |
| 2008-11-01 | 33.5928631037 |
| 2008-12-01 | 33.4884808031 |
| 2009-01-01 | 33.3846159245 |
| 2009-02-01 | 33.2856021725 |
| 2009-03-01 | 33.1663850928 |
| 2009-04-01 | 33.0421894414 |
| 2009-05-01 | 33.1711217782 |
| 2009-06-01 | 33.5002730694 |
| 2009-07-01 | 33.2153372008 |
| 2009-08-01 | 33.1278055673 |
| 2009-09-01 | 33.1752922953 |
| 2009-10-01 | 33.0827912615 |
| 2009-11-01 | 33.1377523005 |
| 2009-12-01 | 33.0852021427 |
| 2010-01-01 | 33.0539186895 |
| 2010-02-01 | 33.1780617825 |
| 2010-03-01 | 33.4206232808 |
| 2010-04-01 | 33.5470389141 |
| 2010-05-01 | 33.7689217668 |
| 2010-06-01 | 33.6305158813 |
| 2010-07-01 | 33.6251750856 |
| 2010-08-01 | 33.7165456756 |
| 2010-09-01 | 33.4059804167 |
| 2010-10-01 | 34.1562672489 |
| 2010-11-01 | 33.9000619843 |
| 2010-12-01 | 33.7940934521 |
| 2011-01-01 | 33.9406475953 |
| 2011-02-01 | 33.9475533809 |
| 2011-03-01 | 33.9513714735 |
| 2011-04-01 | 34.0445155811 |
| 2011-05-01 | 34.1648169469 |
| 2011-06-01 | 34.2358783866 |
| 2011-07-01 | 34.4490238844 |
| 2011-08-01 | 34.5182402914 |
| 2011-09-01 | 34.7507762382 |
| 2011-10-01 | 34.7343953978 |
| 2011-11-01 | 34.6855045920 |
| 2011-12-01 | 35.0111560324 |
| 2012-01-01 | 34.7301471365 |
| 2012-02-01 | 34.5865950718 |
| 2012-03-01 | 34.7653953226 |
| 2012-04-01 | 34.9483287511 |
| 2012-05-01 | 34.8529173727 |
| 2012-06-01 | 34.8157088208 |
| 2012-07-01 | 35.0587879350 |
| 2012-08-01 | 35.1308292058 |
| 2012-09-01 | 35.1093210765 |
| 2012-10-01 | 35.3528566773 |
| 2012-11-01 | 35.2117270082 |
| 2012-12-01 | 35.3128216478 |
| 2013-01-01 | 35.3079762638 |
| 2013-02-01 | 35.3302964766 |
| 2013-03-01 | 35.0395294005 |
| 2013-04-01 | 34.9370249552 |
| 2013-05-01 | 35.0333807711 |
| 2013-06-01 | 35.0999338630 |
| 2013-07-01 | 34.9760055496 |
| 2013-08-01 | 35.0413449138 |
| 2013-09-01 | 35.0664411182 |
| 2013-10-01 | 35.4914706582 |
| 2013-11-01 | 35.4622318895 |
| 2013-12-01 | 35.3176811468 |
| 2014-01-01 | 35.3710847471 |
| 2014-02-01 | 35.4745572814 |
| 2014-03-01 | 35.4922139886 |
| 2014-04-01 | 35.3365780490 |
| 2014-05-01 | 35.4115144025 |
| 2014-06-01 | 35.6799068285 |
| 2014-07-01 | 35.5925749550 |
| 2014-08-01 | 35.6592741677 |
| 2014-09-01 | 35.5994489022 |
| 2014-10-01 | 35.5286416344 |
| 2014-11-01 | 35.6214126146 |
| 2014-12-01 | 35.6365182323 |
| 2015-01-01 | 35.5374742375 |
| 2015-02-01 | 35.6356809793 |
| 2015-03-01 | 35.6238501385 |
| 2015-04-01 | 35.8485305621 |
| 2015-05-01 | 35.6986151150 |
| 2015-06-01 | 35.3686292254 |
| 2015-07-01 | 35.3879738494 |
| 2015-08-01 | 35.2722807959 |
| 2015-09-01 | 35.2092959074 |
| 2015-10-01 | 35.1589846953 |
| 2015-11-01 | 35.2721990292 |
| 2015-12-01 | 35.4664838557 |
| 2016-01-01 | 35.4084882779 |
| 2016-02-01 | 35.1188817832 |
| 2016-03-01 | 35.4640998742 |
| 2016-04-01 | 35.8620390287 |
| 2016-05-01 | 35.6050932425 |
| 2016-06-01 | 35.1709260948 |
| 2016-07-01 | 35.3667500174 |
| 2016-08-01 | 35.3666395980 |
| 2016-09-01 | 35.6949296153 |
| 2016-10-01 | 35.2669090793 |
| 2016-11-01 | 35.1108704888 |
| 2016-12-01 | 34.9121643129 |
| 2017-01-01 | 35.2905473467 |
| 2017-02-01 | 35.1154622867 |
| 2017-03-01 | 35.2257010337 |
| 2017-04-01 | 35.0800290741 |
| 2017-05-01 | 35.0324412191 |
| 2017-06-01 | 35.1915071889 |
| 2017-07-01 | 35.0182306315 |
| 2017-08-01 | 35.1299941061 |
| 2017-09-01 | 35.2639674219 |
| 2017-10-01 | 35.3532579958 |
| 2017-11-01 | 35.1440746845 |
| 2017-12-01 | 35.1728991715 |
| 2018-01-01 | 35.1975524140 |
| 2018-02-01 | 35.2222482971 |
| 2018-03-01 | 35.1034000565 |
| 2018-04-01 | 34.9876941398 |
| 2018-05-01 | 34.9719487987 |
| 2018-06-01 | 34.8004414320 |
| 2018-07-01 | 34.9741150976 |
| 2018-08-01 | 34.5723044051 |
| 2018-09-01 | 34.6338635494 |
| 2018-10-01 | 34.5297925361 |
| 2018-11-01 | 34.7710024952 |
| 2018-12-01 | 34.6420374081 |
| 2019-01-01 | 34.4259918380 |
| 2019-02-01 | 34.1201163735 |
| 2019-03-01 | 34.2842892660 |
| 2019-04-01 | 34.1950170506 |
| 2019-05-01 | 34.1139362263 |
| 2019-06-01 | 34.2024757669 |
| 2019-07-01 | 34.0205163391 |
| 2019-08-01 | 34.1210561694 |
| 2019-09-01 | 33.9124311046 |
| 2019-10-01 | 33.9171562918 |
| 2019-11-01 | 33.8892816740 |
| 2019-12-01 | 33.6925829410 |
| 2020-01-01 | 33.8661733591 |
| 2020-02-01 | 33.8276751488 |
| 2020-03-01 | 33.6596883027 |
| 2020-04-01 | 28.6956268862 |
| 2020-05-01 | 30.1429682910 |
| 2020-06-01 | 31.2879006100 |
| 2020-07-01 | 31.5864724164 |
| 2020-08-01 | 31.8763238383 |
| 2020-09-01 | 31.7163021692 |
| 2020-10-01 | 32.2146942034 |
| 2020-11-01 | 31.4167753357 |
| 2020-12-01 | 31.4150692880 |
| 2021-01-01 | 31.5910194441 |
| 2021-02-01 | 31.8212224179 |
| 2021-03-01 | 32.0333936051 |
| 2021-04-01 | 32.2937184841 |
| 2021-05-01 | 32.3656782049 |
| 2021-06-01 | 32.3898624146 |
| 2021-07-01 | 32.3727134168 |
| 2021-08-01 | 32.4566505263 |
| 2021-09-01 | 32.8145798126 |
| 2021-10-01 | 32.4093936409 |
| 2021-11-01 | 32.4394566732 |
| 2021-12-01 | 32.5081623014 |
| 2022-01-01 | 32.6071523019 |
| 2022-02-01 | 32.7126048922 |
| 2022-03-01 | 32.8094698152 |
| 2022-04-01 | 32.8076189129 |
| 2022-05-01 | 32.7758060775 |
| 2022-06-01 | 32.9892524718 |
| 2022-07-01 | 32.9819068372 |
| 2022-08-01 | 32.9591370160 |
| 2022-09-01 | 33.1134596389 |
| 2022-10-01 | 33.2938152818 |
| 2022-11-01 | 33.8530850299 |
| 2022-12-01 | 33.0924867599 |
| 2023-01-01 | 33.5114659264 |
| 2023-02-01 | 33.3931350503 |
| 2023-03-01 | 33.4867792565 |
| 2023-04-01 | 33.3266651388 |
| 2023-05-01 | 33.4944553159 |
| 2023-06-01 | 33.6079307677 |
| 2023-07-01 | 33.5845695418 |
| 2023-08-01 | 33.5870686003 |
| 2023-09-01 | 33.4033096362 |
| 2023-10-01 | 33.4727906898 |
| 2023-11-01 | 33.3368323588 |
| 2023-12-01 | 33.7722571632 |
| 2024-01-01 | 34.1083663103 |
| 2024-02-01 | 33.4879208567 |
| 2024-03-01 | 33.8804331035 |
| 2024-04-01 | 34.0587951500 |
| 2024-05-01 | 33.9045454786 |
| 2024-06-01 | 33.9213704206 |
| 2024-07-01 | 33.9836262410 |
| 2024-08-01 | 34.2038790357 |
| 2024-09-01 | 34.3979022492 |
| 2024-10-01 | 34.3541189859 |
| 2024-11-01 | 34.4186925376 |
| 2024-12-01 | 34.4645096385 |
| 2025-01-01 | 34.3016941369 |
| 2025-02-01 | 34.3846783000 |
| 2025-03-01 | 34.0802745915 |
| 2025-04-01 | 34.0695607193 |
| 2025-05-01 | 34.3203540580 |
| 2025-06-01 | 34.1491962613 |
| 2025-07-01 | 34.1811170766 |
| 2025-08-01 | 34.1117792413 |
| 2025-09-01 | 34.1785145650 |
| 2025-10-01 | 34.2365517948 |
| 2025-11-01 | 34.2019955855 |
| 2025-12-01 | 34.0651315417 |
| 2026-01-01 | 34.2046064938 |
| 2026-02-01 | 34.2875044752 |
| 2026-03-01 | 34.4920294864 |
| 2026-04-01 | 34.4766642895 |
| 2026-05-01 | 34.4159483979 |
| 2026-06-01 | 34.5652981476 |
| 2026-07-01 | 34.6769332234 |
| 2026-08-01 | 34.6147631719 |