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 2026-07-01 |
| Last Updated | 2026-08-21 6:51 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 | 25.4641417545014 |
| 1990-02-01 | 25.5143580285246 |
| 1990-03-01 | 25.5771699855254 |
| 1990-04-01 | 25.4317772924187 |
| 1990-05-01 | 25.5261493000483 |
| 1990-06-01 | 25.5263928745966 |
| 1990-07-01 | 25.6624415327122 |
| 1990-08-01 | 25.7506373577639 |
| 1990-09-01 | 25.9544584436077 |
| 1990-10-01 | 25.9464740346486 |
| 1990-11-01 | 25.9181899619539 |
| 1990-12-01 | 25.9193619120131 |
| 1991-01-01 | 25.9722606839461 |
| 1991-02-01 | 26.2389367315633 |
| 1991-03-01 | 26.0783890154986 |
| 1991-04-01 | 26.2299738943325 |
| 1991-05-01 | 26.0996155668154 |
| 1991-06-01 | 26.1114924496910 |
| 1991-07-01 | 26.1507139052311 |
| 1991-08-01 | 26.5513059639730 |
| 1991-09-01 | 26.5712473911223 |
| 1991-10-01 | 26.7615965953603 |
| 1991-11-01 | 26.7163233516669 |
| 1991-12-01 | 26.7183939064734 |
| 1992-01-01 | 26.9740329994811 |
| 1992-02-01 | 26.9756749450693 |
| 1992-03-01 | 26.9781103899391 |
| 1992-04-01 | 27.0336447078748 |
| 1992-05-01 | 27.0516449136185 |
| 1992-06-01 | 27.3798882905882 |
| 1992-07-01 | 27.3317052536529 |
| 1992-08-01 | 27.2668155401699 |
| 1992-09-01 | 27.4054922512850 |
| 1992-10-01 | 27.3899442776505 |
| 1992-11-01 | 27.5031211437020 |
| 1992-12-01 | 27.7156798558032 |
| 1993-01-01 | 27.6731711288912 |
| 1993-02-01 | 27.7067388214960 |
| 1993-03-01 | 27.7656854883799 |
| 1993-04-01 | 27.9533324128017 |
| 1993-05-01 | 28.2008054954631 |
| 1993-06-01 | 27.9475150141414 |
| 1993-07-01 | 28.0121177206314 |
| 1993-08-01 | 27.9909889353442 |
| 1993-09-01 | 27.9462146988235 |
| 1993-10-01 | 28.1284820014681 |
| 1993-11-01 | 28.5752609007547 |
| 1993-12-01 | 28.4021168588032 |
| 1994-01-01 | 28.3763075857934 |
| 1994-02-01 | 28.4193004367769 |
| 1994-03-01 | 28.6338092092042 |
| 1994-04-01 | 28.7751190349533 |
| 1994-05-01 | 28.9578425831612 |
| 1994-06-01 | 29.0502743253737 |
| 1994-07-01 | 29.1207171461062 |
| 1994-08-01 | 29.2218079303147 |
| 1994-09-01 | 29.1887652664078 |
| 1994-10-01 | 29.1481968453309 |
| 1994-11-01 | 29.1132692688588 |
| 1994-12-01 | 28.9902475439888 |
| 1995-01-01 | 29.4835097823739 |
| 1995-02-01 | 29.4032141813319 |
| 1995-03-01 | 29.5868297471880 |
| 1995-04-01 | 29.5942147679309 |
| 1995-05-01 | 29.9400995625998 |
| 1995-06-01 | 30.0928644135173 |
| 1995-07-01 | 30.1623452784198 |
| 1995-08-01 | 30.0453388983016 |
| 1995-09-01 | 30.3168107534077 |
| 1995-10-01 | 30.3569306242578 |
| 1995-11-01 | 30.4391098454037 |
| 1995-12-01 | 30.2826756539981 |
| 1996-01-01 | 30.5739981040291 |
| 1996-02-01 | 30.7714464670109 |
| 1996-03-01 | 30.7242487102900 |
| 1996-04-01 | 30.7900311036127 |
| 1996-05-01 | 30.5520977099878 |
| 1996-06-01 | 30.8744342572924 |
| 1996-07-01 | 30.8470805042977 |
| 1996-08-01 | 30.7721854562716 |
| 1996-09-01 | 30.5175631292141 |
| 1996-10-01 | 30.4463466786986 |
| 1996-11-01 | 30.3630680367114 |
| 1996-12-01 | 30.2741617301522 |
| 1997-01-01 | 29.9725473914827 |
| 1997-02-01 | 29.9157200274915 |
| 1997-03-01 | 29.8610826736447 |
| 1997-04-01 | 29.6727624977889 |
| 1997-05-01 | 26.5710155775533 |
| 1997-06-01 | 28.3573199113841 |
| 1997-07-01 | 28.5525244970036 |
| 1997-08-01 | 28.8068572832412 |
| 1997-09-01 | 29.0123883371341 |
| 1997-10-01 | 29.4376167173182 |
| 1997-11-01 | 29.5052530670647 |
| 1997-12-01 | 29.4561969179688 |
| 1998-01-01 | 29.5671286789423 |
| 1998-02-01 | 29.6578254247966 |
| 1998-03-01 | 29.5885073052612 |
| 1998-04-01 | 29.7423740294172 |
| 1998-05-01 | 29.6713255713911 |
| 1998-06-01 | 29.6402699520465 |
| 1998-07-01 | 29.6873845833853 |
| 1998-08-01 | 29.6646295188063 |
| 1998-09-01 | 29.5066372787546 |
| 1998-10-01 | 29.3075330010923 |
| 1998-11-01 | 29.6593193790120 |
| 1998-12-01 | 29.5279350605676 |
| 1999-01-01 | 29.7564596596102 |
| 1999-02-01 | 29.4003812396646 |
| 1999-03-01 | 29.6446507707161 |
| 1999-04-01 | 29.7033286777809 |
| 1999-05-01 | 29.4644794306028 |
| 1999-06-01 | 29.6045815580150 |
| 1999-07-01 | 29.7176865968096 |
| 1999-08-01 | 29.8259583753197 |
| 1999-09-01 | 30.0121028223687 |
| 1999-10-01 | 29.6695763855586 |
| 1999-11-01 | 29.6201434499080 |
| 1999-12-01 | 29.8054724763442 |
| 2000-01-01 | 29.4180878252668 |
| 2000-02-01 | 29.7634573060078 |
| 2000-03-01 | 29.7131751248115 |
| 2000-04-01 | 29.5631225313319 |
| 2000-05-01 | 29.8644667680216 |
| 2000-06-01 | 29.8725390130368 |
| 2000-07-01 | 29.8486357957180 |
| 2000-08-01 | 29.7819558809885 |
| 2000-09-01 | 29.9119523509721 |
| 2000-10-01 | 29.9024189572550 |
| 2000-11-01 | 29.5752302570896 |
| 2000-12-01 | 29.7794604110179 |
| 2001-01-01 | 30.1864394047923 |
| 2001-02-01 | 31.0215434350805 |
| 2001-03-01 | 30.9178186016877 |
| 2001-04-01 | 30.4443156203695 |
| 2001-05-01 | 30.6883239267849 |
| 2001-06-01 | 30.4299406357286 |
| 2001-07-01 | 30.1482790876139 |
| 2001-08-01 | 30.1098488244570 |
| 2001-09-01 | 30.1225411716075 |
| 2001-10-01 | 30.8233091808197 |
| 2001-11-01 | 30.2180459600120 |
| 2001-12-01 | 30.3577319578477 |
| 2002-01-01 | 30.4506360924602 |
| 2002-02-01 | 30.3095097783861 |
| 2002-03-01 | 30.1312331587203 |
| 2002-04-01 | 30.5344717565378 |
| 2002-05-01 | 30.4281949750939 |
| 2002-06-01 | 30.7012215276938 |
| 2002-07-01 | 30.8249837598764 |
| 2002-08-01 | 30.8152753976645 |
| 2002-09-01 | 30.9070794424739 |
| 2002-10-01 | 30.9330037742893 |
| 2002-11-01 | 31.0651737483126 |
| 2002-12-01 | 30.9419133106989 |
| 2003-01-01 | 30.9326558482307 |
| 2003-02-01 | 30.9089673627678 |
| 2003-03-01 | 30.9583910582467 |
| 2003-04-01 | 31.0368100727730 |
| 2003-05-01 | 30.9869413127011 |
| 2003-06-01 | 30.8525202986117 |
| 2003-07-01 | 30.8624770343162 |
| 2003-08-01 | 31.3116996150844 |
| 2003-09-01 | 31.2605160226186 |
| 2003-10-01 | 31.5608389186452 |
| 2003-11-01 | 31.6281775450053 |
| 2003-12-01 | 31.5440841984438 |
| 2004-01-01 | 31.6290948993332 |
| 2004-02-01 | 31.7272339868420 |
| 2004-03-01 | 31.5657926482765 |
| 2004-04-01 | 31.3497994201767 |
| 2004-05-01 | 31.5412268127511 |
| 2004-06-01 | 31.6868015084720 |
| 2004-07-01 | 31.6707804810670 |
| 2004-08-01 | 31.7975108956157 |
| 2004-09-01 | 31.5937531776122 |
| 2004-10-01 | 31.8289854367412 |
| 2004-11-01 | 31.9355932609727 |
| 2004-12-01 | 32.0365872787806 |
| 2005-01-01 | 32.1378038438405 |
| 2005-02-01 | 31.9349844653160 |
| 2005-03-01 | 31.8539379824800 |
| 2005-04-01 | 32.3761058550475 |
| 2005-05-01 | 32.3810435730388 |
| 2005-06-01 | 32.3991657742525 |
| 2005-07-01 | 32.6719096509380 |
| 2005-08-01 | 32.5844238342049 |
| 2005-09-01 | 32.8312379824475 |
| 2005-10-01 | 32.6349356358611 |
| 2005-11-01 | 32.5503991144676 |
| 2005-12-01 | 32.5247124276034 |
| 2006-01-01 | 32.4367660887054 |
| 2006-02-01 | 32.7499867531395 |
| 2006-03-01 | 32.8367537243283 |
| 2006-04-01 | 32.8078022521366 |
| 2006-05-01 | 33.1899651337612 |
| 2006-06-01 | 32.9083698417774 |
| 2006-07-01 | 32.7673094516895 |
| 2006-08-01 | 32.7764004047673 |
| 2006-09-01 | 33.1827265414596 |
| 2006-10-01 | 33.1658679418387 |
| 2006-11-01 | 32.9622888490771 |
| 2006-12-01 | 32.9065414791216 |
| 2007-01-01 | 32.9280349553068 |
| 2007-02-01 | 33.1646179706611 |
| 2007-03-01 | 33.1249907629828 |
| 2007-04-01 | 33.0236005202226 |
| 2007-05-01 | 33.1860781714330 |
| 2007-06-01 | 33.5257272229196 |
| 2007-07-01 | 33.4828037792238 |
| 2007-08-01 | 33.2700943341951 |
| 2007-09-01 | 33.0543934686491 |
| 2007-10-01 | 32.9895792675905 |
| 2007-11-01 | 33.0332294154069 |
| 2007-12-01 | 33.4968007759610 |
| 2008-01-01 | 33.6111980747982 |
| 2008-02-01 | 33.3763669357528 |
| 2008-03-01 | 33.5384306235651 |
| 2008-04-01 | 33.5440015570450 |
| 2008-05-01 | 33.2761366395622 |
| 2008-06-01 | 33.1534874208549 |
| 2008-07-01 | 33.1911795404500 |
| 2008-08-01 | 33.4522079052158 |
| 2008-09-01 | 33.4526960700935 |
| 2008-10-01 | 33.4017991079928 |
| 2008-11-01 | 33.5928630800702 |
| 2008-12-01 | 33.4884807809079 |
| 2009-01-01 | 33.3846159173023 |
| 2009-02-01 | 33.2856021439174 |
| 2009-03-01 | 33.1663851235966 |
| 2009-04-01 | 33.0421894842309 |
| 2009-05-01 | 33.1711218320643 |
| 2009-06-01 | 33.5002730804011 |
| 2009-07-01 | 33.2153372252254 |
| 2009-08-01 | 33.1278055746785 |
| 2009-09-01 | 33.1752922873785 |
| 2009-10-01 | 33.0827912025891 |
| 2009-11-01 | 33.1377522382147 |
| 2009-12-01 | 33.0852020782582 |
| 2010-01-01 | 33.0539186389950 |
| 2010-02-01 | 33.1780616660490 |
| 2010-03-01 | 33.4206232628072 |
| 2010-04-01 | 33.5470393941768 |
| 2010-05-01 | 33.7689217862353 |
| 2010-06-01 | 33.6305158457802 |
| 2010-07-01 | 33.6251751032979 |
| 2010-08-01 | 33.7165456766467 |
| 2010-09-01 | 33.4059803932293 |
| 2010-10-01 | 34.1562671243872 |
| 2010-11-01 | 33.9000617566579 |
| 2010-12-01 | 33.7940933505988 |
| 2011-01-01 | 33.9406475160826 |
| 2011-02-01 | 33.9475532056472 |
| 2011-03-01 | 33.9513714539589 |
| 2011-04-01 | 34.0445165576505 |
| 2011-05-01 | 34.1648169889148 |
| 2011-06-01 | 34.2358783472128 |
| 2011-07-01 | 34.4490239203660 |
| 2011-08-01 | 34.5182402739575 |
| 2011-09-01 | 34.7507761466846 |
| 2011-10-01 | 34.7343951158816 |
| 2011-11-01 | 34.6855040939753 |
| 2011-12-01 | 35.0111558080928 |
| 2012-01-01 | 34.7301469771547 |
| 2012-02-01 | 34.5865948694199 |
| 2012-03-01 | 34.7653953321427 |
| 2012-04-01 | 34.9483305060998 |
| 2012-05-01 | 34.8529174908290 |
| 2012-06-01 | 34.8157088645941 |
| 2012-07-01 | 35.0587880428428 |
| 2012-08-01 | 35.1308291737088 |
| 2012-09-01 | 35.1093208441979 |
| 2012-10-01 | 35.3528560984137 |
| 2012-11-01 | 35.2117259902204 |
| 2012-12-01 | 35.3128209413561 |
| 2013-01-01 | 35.3079755903850 |
| 2013-02-01 | 35.3302971692923 |
| 2013-03-01 | 35.0395291140855 |
| 2013-04-01 | 34.9370279005435 |
| 2013-05-01 | 35.0333809881694 |
| 2013-06-01 | 35.0999345856651 |
| 2013-07-01 | 34.9760060691712 |
| 2013-08-01 | 35.0413450738251 |
| 2013-09-01 | 35.0664395757601 |
| 2013-10-01 | 35.4914698680074 |
| 2013-11-01 | 35.4622306702455 |
| 2013-12-01 | 35.3176769904758 |
| 2014-01-01 | 35.3710842623290 |
| 2014-02-01 | 35.4745598002781 |
| 2014-03-01 | 35.4922143140497 |
| 2014-04-01 | 35.3365829797052 |
| 2014-05-01 | 35.4115154746882 |
| 2014-06-01 | 35.6799087838602 |
| 2014-07-01 | 35.5925759848568 |
| 2014-08-01 | 35.6592739072306 |
| 2014-09-01 | 35.5994445860443 |
| 2014-10-01 | 35.5286385714062 |
| 2014-11-01 | 35.6214091856990 |
| 2014-12-01 | 35.6365094845948 |
| 2015-01-01 | 35.5374743455951 |
| 2015-02-01 | 35.6356874381101 |
| 2015-03-01 | 35.6238541836713 |
| 2015-04-01 | 35.8485398756967 |
| 2015-05-01 | 35.6986200893123 |
| 2015-06-01 | 35.3686350095284 |
| 2015-07-01 | 35.3879729273063 |
| 2015-08-01 | 35.2722801374737 |
| 2015-09-01 | 35.2092879120062 |
| 2015-10-01 | 35.1589784185546 |
| 2015-11-01 | 35.2721686933211 |
| 2015-12-01 | 35.4664702790164 |
| 2016-01-01 | 35.4084898347966 |
| 2016-02-01 | 35.1189133993053 |
| 2016-03-01 | 35.4641119303370 |
| 2016-04-01 | 35.8620567646979 |
| 2016-05-01 | 35.6051060888892 |
| 2016-06-01 | 35.1709367719968 |
| 2016-07-01 | 35.3667454325246 |
| 2016-08-01 | 35.3666338810754 |
| 2016-09-01 | 35.6949119502388 |
| 2016-10-01 | 35.2668902828565 |
| 2016-11-01 | 35.1108034464768 |
| 2016-12-01 | 34.9121416918923 |
| 2017-01-01 | 35.2905467011060 |
| 2017-02-01 | 35.1155218098633 |
| 2017-03-01 | 35.2257325315703 |
| 2017-04-01 | 35.0800784213026 |
| 2017-05-01 | 35.0324835636845 |
| 2017-06-01 | 35.1915123950516 |
| 2017-07-01 | 35.0182302780587 |
| 2017-08-01 | 35.1299413866921 |
| 2017-09-01 | 35.2639737779585 |
| 2017-10-01 | 35.3532437606377 |
| 2017-11-01 | 35.1438944390028 |
| 2017-12-01 | 35.1728478107998 |
| 2018-01-01 | 35.1975743152313 |
| 2018-02-01 | 35.2223494633080 |
| 2018-03-01 | 35.1034597684535 |
| 2018-04-01 | 34.9877823484336 |
| 2018-05-01 | 34.9720271875993 |
| 2018-06-01 | 34.8004466345271 |
| 2018-07-01 | 34.9741296350018 |
| 2018-08-01 | 34.5722100255110 |
| 2018-09-01 | 34.6338900958134 |
| 2018-10-01 | 34.5297722647904 |
| 2018-11-01 | 34.7707150896033 |
| 2018-12-01 | 34.6419409953201 |
| 2019-01-01 | 34.4260207879656 |
| 2019-02-01 | 34.1202315627503 |
| 2019-03-01 | 34.2843768668490 |
| 2019-04-01 | 34.1951473288936 |
| 2019-05-01 | 34.1140569016299 |
| 2019-06-01 | 34.2024949363419 |
| 2019-07-01 | 34.0205672867442 |
| 2019-08-01 | 34.1209478029220 |
| 2019-09-01 | 33.9125186412322 |
| 2019-10-01 | 33.9171851453196 |
| 2019-11-01 | 33.8888525709254 |
| 2019-12-01 | 33.6922508018532 |
| 2020-01-01 | 33.8662538052974 |
| 2020-02-01 | 33.8278275628389 |
| 2020-03-01 | 33.6598057760693 |
| 2020-04-01 | 28.6957838893293 |
| 2020-05-01 | 30.1431234063438 |
| 2020-06-01 | 31.2879612869728 |
| 2020-07-01 | 31.5865776140369 |
| 2020-08-01 | 31.8762810899746 |
| 2020-09-01 | 31.7164620761687 |
| 2020-10-01 | 32.2147977624573 |
| 2020-11-01 | 31.4160658364157 |
| 2020-12-01 | 31.4145539513626 |
| 2021-01-01 | 31.5910128432441 |
| 2021-02-01 | 31.8212809668574 |
| 2021-03-01 | 32.0336272323764 |
| 2021-04-01 | 32.2940243748506 |
| 2021-05-01 | 32.3659902550740 |
| 2021-06-01 | 32.3900562153643 |
| 2021-07-01 | 32.3729098524724 |
| 2021-08-01 | 32.4566598982136 |
| 2021-09-01 | 32.8147646990051 |
| 2021-10-01 | 32.4094911166909 |
| 2021-11-01 | 32.4383547775543 |
| 2021-12-01 | 32.5073327398737 |
| 2022-01-01 | 32.6069461992514 |
| 2022-02-01 | 32.7125358824786 |
| 2022-03-01 | 32.8097576797327 |
| 2022-04-01 | 32.8082393752881 |
| 2022-05-01 | 32.7765482996023 |
| 2022-06-01 | 32.9898372741604 |
| 2022-07-01 | 32.9823042226641 |
| 2022-08-01 | 32.9592547870277 |
| 2022-09-01 | 33.1135656416951 |
| 2022-10-01 | 33.2937443550647 |
| 2022-11-01 | 33.8515225936726 |
| 2022-12-01 | 33.0912471143968 |
| 2023-01-01 | 33.5105339901590 |
| 2023-02-01 | 33.3924603209421 |
| 2023-03-01 | 33.4868968814120 |
| 2023-04-01 | 33.3277274253423 |
| 2023-05-01 | 33.4962958589310 |
| 2023-06-01 | 33.6102934206921 |
| 2023-07-01 | 33.5873268159040 |
| 2023-08-01 | 33.5847556025598 |
| 2023-09-01 | 33.4025209605884 |
| 2023-10-01 | 33.4725247577309 |
| 2023-11-01 | 33.3351579407707 |
| 2023-12-01 | 33.7704930764741 |
| 2024-01-01 | 34.1065469119193 |
| 2024-02-01 | 33.4864427340774 |
| 2024-03-01 | 33.8801090142928 |
| 2024-04-01 | 34.0603364384664 |
| 2024-05-01 | 33.9078745260697 |
| 2024-06-01 | 33.9260941844304 |
| 2024-07-01 | 33.9893595997163 |
| 2024-08-01 | 34.1979319597205 |
| 2024-09-01 | 34.3960939133613 |
| 2024-10-01 | 34.3537133979246 |
| 2024-11-01 | 34.4170158145356 |
| 2024-12-01 | 34.4624889347990 |
| 2025-01-01 | 34.2988830342364 |
| 2025-02-01 | 34.3822528830924 |
| 2025-03-01 | 34.0795448226184 |
| 2025-04-01 | 34.0716293656643 |
| 2025-05-01 | 34.3253561077845 |
| 2025-06-01 | 34.1566740542222 |
| 2025-07-01 | 34.1905009348746 |
| 2025-08-01 | 34.1003175017649 |
| 2025-09-01 | 34.1755828691883 |
| 2025-10-01 | 34.2361167042193 |
| 2025-11-01 | 34.2006335776765 |
| 2025-12-01 | 34.0630686483293 |
| 2026-01-01 | 34.2012513364679 |
| 2026-02-01 | 34.2845431636628 |
| 2026-03-01 | 34.4909854016168 |
| 2026-04-01 | 34.4792044095665 |
| 2026-05-01 | 34.4222751357699 |
| 2026-06-01 | 34.5746952997743 |
| 2026-07-01 | 34.6885445281646 |