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 2026-05-01 |
| Last Updated | 2026-06-24 10:13 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 | 25.4641419574536 |
| 1990-02-01 | 25.5143585884481 |
| 1990-03-01 | 25.5771700984266 |
| 1990-04-01 | 25.4317773574448 |
| 1990-05-01 | 25.5261479241566 |
| 1990-06-01 | 25.5263930625810 |
| 1990-07-01 | 25.6624413704008 |
| 1990-08-01 | 25.7506376771462 |
| 1990-09-01 | 25.9544579903490 |
| 1990-10-01 | 25.9464742111121 |
| 1990-11-01 | 25.9181901277443 |
| 1990-12-01 | 25.9193621184594 |
| 1991-01-01 | 25.9722609168901 |
| 1991-02-01 | 26.2389372780204 |
| 1991-03-01 | 26.0783891771760 |
| 1991-04-01 | 26.2299740230217 |
| 1991-05-01 | 26.0996139389082 |
| 1991-06-01 | 26.1114926775177 |
| 1991-07-01 | 26.1507138085767 |
| 1991-08-01 | 26.5513062709091 |
| 1991-09-01 | 26.5712467891032 |
| 1991-10-01 | 26.7615967595242 |
| 1991-11-01 | 26.7163235622503 |
| 1991-12-01 | 26.7183941719977 |
| 1992-01-01 | 26.9740334281707 |
| 1992-02-01 | 26.9756756601226 |
| 1992-03-01 | 26.9781107133221 |
| 1992-04-01 | 27.0336448926274 |
| 1992-05-01 | 27.0516429033990 |
| 1992-06-01 | 27.3798883559456 |
| 1992-07-01 | 27.3317050096755 |
| 1992-08-01 | 27.2668156593380 |
| 1992-09-01 | 27.4054914189570 |
| 1992-10-01 | 27.3899444621216 |
| 1992-11-01 | 27.5031216086937 |
| 1992-12-01 | 27.7156798718487 |
| 1993-01-01 | 27.6731722725758 |
| 1993-02-01 | 27.7067401925997 |
| 1993-03-01 | 27.7656864599134 |
| 1993-04-01 | 27.9533329753181 |
| 1993-05-01 | 28.2008017701185 |
| 1993-06-01 | 27.9475148538893 |
| 1993-07-01 | 28.0121171759652 |
| 1993-08-01 | 27.9909886009268 |
| 1993-09-01 | 27.9462136118335 |
| 1993-10-01 | 28.1284819570354 |
| 1993-11-01 | 28.5752614588595 |
| 1993-12-01 | 28.4021166552981 |
| 1994-01-01 | 28.3763097184121 |
| 1994-02-01 | 28.4193032789291 |
| 1994-03-01 | 28.6338124632456 |
| 1994-04-01 | 28.7751226747210 |
| 1994-05-01 | 28.9578326326242 |
| 1994-06-01 | 29.0502730774315 |
| 1994-07-01 | 29.1207160526772 |
| 1994-08-01 | 29.2218072299931 |
| 1994-09-01 | 29.1887640695458 |
| 1994-10-01 | 29.1481969724308 |
| 1994-11-01 | 29.1132702222299 |
| 1994-12-01 | 28.9902473600366 |
| 1995-01-01 | 29.4835130416476 |
| 1995-02-01 | 29.4032185756557 |
| 1995-03-01 | 29.5868352667744 |
| 1995-04-01 | 29.5942213387546 |
| 1995-05-01 | 29.9400837669534 |
| 1995-06-01 | 30.0928617712268 |
| 1995-07-01 | 30.1623433402891 |
| 1995-08-01 | 30.0453376101465 |
| 1995-09-01 | 30.3168095756971 |
| 1995-10-01 | 30.3569312750293 |
| 1995-11-01 | 30.4391110315250 |
| 1995-12-01 | 30.2826758878296 |
| 1996-01-01 | 30.5740020906213 |
| 1996-02-01 | 30.7714521974162 |
| 1996-03-01 | 30.7242559886910 |
| 1996-04-01 | 30.7900401570720 |
| 1996-05-01 | 30.5520776606912 |
| 1996-06-01 | 30.8744300296299 |
| 1996-07-01 | 30.8470776247725 |
| 1996-08-01 | 30.7721837196289 |
| 1996-09-01 | 30.5175622013041 |
| 1996-10-01 | 30.4463481501965 |
| 1996-11-01 | 30.3630696496000 |
| 1996-12-01 | 30.2741623584513 |
| 1997-01-01 | 29.9725517577784 |
| 1997-02-01 | 29.9157260992057 |
| 1997-03-01 | 29.8610899500406 |
| 1997-04-01 | 29.6727713518133 |
| 1997-05-01 | 26.5709957937998 |
| 1997-06-01 | 28.3573152162648 |
| 1997-07-01 | 28.5525211734073 |
| 1997-08-01 | 28.8068552501710 |
| 1997-09-01 | 29.0123875641989 |
| 1997-10-01 | 29.4376185818697 |
| 1997-11-01 | 29.5052545888564 |
| 1997-12-01 | 29.4561982177643 |
| 1998-01-01 | 29.5671325034755 |
| 1998-02-01 | 29.6578310263679 |
| 1998-03-01 | 29.5885139254791 |
| 1998-04-01 | 29.7423823889272 |
| 1998-05-01 | 29.6713074795489 |
| 1998-06-01 | 29.6402652525105 |
| 1998-07-01 | 29.6873814236152 |
| 1998-08-01 | 29.6646277376692 |
| 1998-09-01 | 29.5066367855480 |
| 1998-10-01 | 29.3075351225201 |
| 1998-11-01 | 29.6593209000132 |
| 1998-12-01 | 29.5279368845095 |
| 1999-01-01 | 29.7564625273947 |
| 1999-02-01 | 29.4003853044293 |
| 1999-03-01 | 29.6446550104938 |
| 1999-04-01 | 29.7033339322040 |
| 1999-05-01 | 29.4644675607873 |
| 1999-06-01 | 29.6045779205155 |
| 1999-07-01 | 29.7176840479478 |
| 1999-08-01 | 29.8259569063101 |
| 1999-09-01 | 30.0121024101024 |
| 1999-10-01 | 29.6695783287703 |
| 1999-11-01 | 29.6201445942803 |
| 1999-12-01 | 29.8054745194203 |
| 2000-01-01 | 29.4180894644385 |
| 2000-02-01 | 29.7634597247191 |
| 2000-03-01 | 29.7131769439100 |
| 2000-04-01 | 29.5631247268163 |
| 2000-05-01 | 29.8644612450130 |
| 2000-06-01 | 29.8725366198158 |
| 2000-07-01 | 29.8486340524966 |
| 2000-08-01 | 29.7819548657727 |
| 2000-09-01 | 29.9119521247315 |
| 2000-10-01 | 29.9024203635642 |
| 2000-11-01 | 29.5752311371808 |
| 2000-12-01 | 29.7794619925461 |
| 2001-01-01 | 30.1864402684529 |
| 2001-02-01 | 31.0215444577843 |
| 2001-03-01 | 30.9178185119738 |
| 2001-04-01 | 30.4443152502453 |
| 2001-05-01 | 30.6883232082518 |
| 2001-06-01 | 30.4299397217742 |
| 2001-07-01 | 30.1482782328817 |
| 2001-08-01 | 30.1098482216657 |
| 2001-09-01 | 30.1225409507400 |
| 2001-10-01 | 30.8233097456202 |
| 2001-11-01 | 30.2180463470725 |
| 2001-12-01 | 30.3577330562880 |
| 2002-01-01 | 30.4506363315557 |
| 2002-02-01 | 30.3095101979858 |
| 2002-03-01 | 30.1312328714330 |
| 2002-04-01 | 30.5344714943061 |
| 2002-05-01 | 30.4281946614897 |
| 2002-06-01 | 30.7012212043387 |
| 2002-07-01 | 30.8249835061770 |
| 2002-08-01 | 30.8152752262218 |
| 2002-09-01 | 30.9070793984709 |
| 2002-10-01 | 30.9330038873522 |
| 2002-11-01 | 31.0651739426647 |
| 2002-12-01 | 30.9419139580140 |
| 2003-01-01 | 30.9326558813368 |
| 2003-02-01 | 30.9089674604231 |
| 2003-03-01 | 30.9583907800373 |
| 2003-04-01 | 31.0368099359516 |
| 2003-05-01 | 30.9869411924445 |
| 2003-06-01 | 30.8525202093165 |
| 2003-07-01 | 30.8624769943018 |
| 2003-08-01 | 31.3116995808421 |
| 2003-09-01 | 31.2605160006803 |
| 2003-10-01 | 31.5608389755340 |
| 2003-11-01 | 31.6281776180494 |
| 2003-12-01 | 31.5440845098085 |
| 2004-01-01 | 31.6290948640327 |
| 2004-02-01 | 31.7272340435560 |
| 2004-03-01 | 31.5657924881038 |
| 2004-04-01 | 31.3497993542060 |
| 2004-05-01 | 31.5412267504983 |
| 2004-06-01 | 31.6868014677791 |
| 2004-07-01 | 31.6707804773283 |
| 2004-08-01 | 31.7975108906706 |
| 2004-09-01 | 31.5937531872745 |
| 2004-10-01 | 31.8289854994865 |
| 2004-11-01 | 31.9355932968799 |
| 2004-12-01 | 32.0365873152773 |
| 2005-01-01 | 32.1378038725115 |
| 2005-02-01 | 31.9349844781332 |
| 2005-03-01 | 31.8539379139073 |
| 2005-04-01 | 32.3761058337433 |
| 2005-05-01 | 32.3810435467451 |
| 2005-06-01 | 32.3991657572221 |
| 2005-07-01 | 32.6719096546263 |
| 2005-08-01 | 32.5844238379071 |
| 2005-09-01 | 32.8312379901252 |
| 2005-10-01 | 32.6349356514528 |
| 2005-11-01 | 32.5503991324695 |
| 2005-12-01 | 32.5247124403179 |
| 2006-01-01 | 32.4367660957080 |
| 2006-02-01 | 32.7499867528068 |
| 2006-03-01 | 32.8367537314711 |
| 2006-04-01 | 32.8078022420102 |
| 2006-05-01 | 33.1899651211156 |
| 2006-06-01 | 32.9083698263571 |
| 2006-07-01 | 32.7673094470242 |
| 2006-08-01 | 32.7764003884163 |
| 2006-09-01 | 33.1827265157925 |
| 2006-10-01 | 33.1658679251521 |
| 2006-11-01 | 32.9622888510689 |
| 2006-12-01 | 32.9065415003842 |
| 2007-01-01 | 32.9280349957063 |
| 2007-02-01 | 33.1646180237692 |
| 2007-03-01 | 33.1249908293208 |
| 2007-04-01 | 33.0236005699036 |
| 2007-05-01 | 33.1860780912455 |
| 2007-06-01 | 33.5257272137179 |
| 2007-07-01 | 33.4828037510371 |
| 2007-08-01 | 33.2700942570580 |
| 2007-09-01 | 33.0543933508004 |
| 2007-10-01 | 32.9895792161758 |
| 2007-11-01 | 33.0332293581487 |
| 2007-12-01 | 33.4968007929741 |
| 2008-01-01 | 33.6111981676548 |
| 2008-02-01 | 33.3763670840639 |
| 2008-03-01 | 33.5384308022819 |
| 2008-04-01 | 33.5440017317644 |
| 2008-05-01 | 33.2761365884817 |
| 2008-06-01 | 33.1534875281395 |
| 2008-07-01 | 33.1911795939290 |
| 2008-08-01 | 33.4522077631953 |
| 2008-09-01 | 33.4526957084227 |
| 2008-10-01 | 33.4017987487050 |
| 2008-11-01 | 33.5928625464510 |
| 2008-12-01 | 33.4884805793875 |
| 2009-01-01 | 33.3846154812332 |
| 2009-02-01 | 33.2856042442027 |
| 2009-03-01 | 33.1663850412299 |
| 2009-04-01 | 33.0421895942062 |
| 2009-05-01 | 33.1711218221551 |
| 2009-06-01 | 33.5002738351813 |
| 2009-07-01 | 33.2153374961540 |
| 2009-08-01 | 33.1278054119554 |
| 2009-09-01 | 33.1752915593115 |
| 2009-10-01 | 33.0827901010908 |
| 2009-11-01 | 33.1377505895387 |
| 2009-12-01 | 33.0852010779601 |
| 2010-01-01 | 33.0539173232696 |
| 2010-02-01 | 33.1780656637660 |
| 2010-03-01 | 33.4206231160956 |
| 2010-04-01 | 33.5470413634882 |
| 2010-05-01 | 33.7689223524646 |
| 2010-06-01 | 33.6305176071492 |
| 2010-07-01 | 33.6251756997519 |
| 2010-08-01 | 33.7165454054224 |
| 2010-09-01 | 33.4059792357916 |
| 2010-10-01 | 34.1562637393775 |
| 2010-11-01 | 33.9000531078586 |
| 2010-12-01 | 33.7940931460909 |
| 2011-01-01 | 33.9406477886145 |
| 2011-02-01 | 33.9475621374883 |
| 2011-03-01 | 33.9513741625402 |
| 2011-04-01 | 34.0445223075659 |
| 2011-05-01 | 34.1648181174338 |
| 2011-06-01 | 34.2358783530813 |
| 2011-07-01 | 34.4490201334970 |
| 2011-08-01 | 34.5182350037809 |
| 2011-09-01 | 34.7507717007208 |
| 2011-10-01 | 34.7343895829013 |
| 2011-11-01 | 34.6854917679402 |
| 2011-12-01 | 35.0111619271165 |
| 2012-01-01 | 34.7301545186525 |
| 2012-02-01 | 34.5866091990397 |
| 2012-03-01 | 34.7653991555410 |
| 2012-04-01 | 34.9483570635816 |
| 2012-05-01 | 34.8529101876216 |
| 2012-06-01 | 34.8156960756076 |
| 2012-07-01 | 35.0587702447686 |
| 2012-08-01 | 35.1308115580069 |
| 2012-09-01 | 35.1093098295970 |
| 2012-10-01 | 35.3528512957979 |
| 2012-11-01 | 35.2117161167441 |
| 2012-12-01 | 35.3128386819176 |
| 2013-01-01 | 35.3079916119158 |
| 2013-02-01 | 35.3303615243804 |
| 2013-03-01 | 35.0395297966661 |
| 2013-04-01 | 34.9370533891199 |
| 2013-05-01 | 35.0333708490801 |
| 2013-06-01 | 35.0998802902513 |
| 2013-07-01 | 34.9759704260167 |
| 2013-08-01 | 35.0413055630607 |
| 2013-09-01 | 35.0664098034926 |
| 2013-10-01 | 35.4914295640199 |
| 2013-11-01 | 35.4621824156565 |
| 2013-12-01 | 35.3179345036984 |
| 2014-01-01 | 35.3710656708635 |
| 2014-02-01 | 35.4746390490760 |
| 2014-03-01 | 35.4921898308038 |
| 2014-04-01 | 35.3365933139125 |
| 2014-05-01 | 35.4114886199932 |
| 2014-06-01 | 35.6798041960514 |
| 2014-07-01 | 35.5925197328881 |
| 2014-08-01 | 35.6592084953326 |
| 2014-09-01 | 35.5993940327505 |
| 2014-10-01 | 35.5285675780394 |
| 2014-11-01 | 35.6213397059302 |
| 2014-12-01 | 35.6370371483053 |
| 2015-01-01 | 35.5374504640071 |
| 2015-02-01 | 35.6357993588855 |
| 2015-03-01 | 35.6238067106872 |
| 2015-04-01 | 35.8484825345939 |
| 2015-05-01 | 35.6985024241847 |
| 2015-06-01 | 35.3683692939807 |
| 2015-07-01 | 35.3881412287184 |
| 2015-08-01 | 35.2720810311069 |
| 2015-09-01 | 35.2091249036505 |
| 2015-10-01 | 35.1588110467389 |
| 2015-11-01 | 35.2723959300371 |
| 2015-12-01 | 35.4671732875769 |
| 2016-01-01 | 35.4083380168176 |
| 2016-02-01 | 35.1194891589069 |
| 2016-03-01 | 35.4638837694298 |
| 2016-04-01 | 35.8617973090079 |
| 2016-05-01 | 35.6047657835592 |
| 2016-06-01 | 35.1704442575742 |
| 2016-07-01 | 35.3670729227779 |
| 2016-08-01 | 35.3662971747711 |
| 2016-09-01 | 35.6947017323107 |
| 2016-10-01 | 35.2667662512337 |
| 2016-11-01 | 35.1115067489383 |
| 2016-12-01 | 34.9129166593161 |
| 2017-01-01 | 35.2903854258993 |
| 2017-02-01 | 35.1166108947324 |
| 2017-03-01 | 35.2252985938386 |
| 2017-04-01 | 35.0794965975243 |
| 2017-05-01 | 35.0317493751091 |
| 2017-06-01 | 35.1907605068657 |
| 2017-07-01 | 35.0188357042184 |
| 2017-08-01 | 35.1290186827539 |
| 2017-09-01 | 35.2634731238074 |
| 2017-10-01 | 35.3530673400232 |
| 2017-11-01 | 35.1463215962252 |
| 2017-12-01 | 35.1742065510820 |
| 2018-01-01 | 35.1969475596763 |
| 2018-02-01 | 35.2236019674544 |
| 2018-03-01 | 35.1026364886562 |
| 2018-04-01 | 34.9867882660765 |
| 2018-05-01 | 34.9708566084878 |
| 2018-06-01 | 34.7994931695179 |
| 2018-07-01 | 34.9746998195998 |
| 2018-08-01 | 34.5707842397899 |
| 2018-09-01 | 34.6333813995082 |
| 2018-10-01 | 34.5297682546977 |
| 2018-11-01 | 34.7747598627846 |
| 2018-12-01 | 34.6438992889544 |
| 2019-01-01 | 34.4251753979773 |
| 2019-02-01 | 34.1211892194179 |
| 2019-03-01 | 34.2832558755114 |
| 2019-04-01 | 34.1937881377042 |
| 2019-05-01 | 34.1124510210553 |
| 2019-06-01 | 34.2013039518554 |
| 2019-07-01 | 34.0210632257252 |
| 2019-08-01 | 34.1189568640362 |
| 2019-09-01 | 33.9118955703637 |
| 2019-10-01 | 33.9172042164103 |
| 2019-11-01 | 33.8951345842227 |
| 2019-12-01 | 33.6948883530103 |
| 2020-01-01 | 33.8649737670479 |
| 2020-02-01 | 33.8283157778961 |
| 2020-03-01 | 33.6582761248074 |
| 2020-04-01 | 28.6940774326438 |
| 2020-05-01 | 30.1412038488448 |
| 2020-06-01 | 31.2865730998056 |
| 2020-07-01 | 31.5865735450198 |
| 2020-08-01 | 31.8742275416865 |
| 2020-09-01 | 31.7159989094065 |
| 2020-10-01 | 32.2149170176104 |
| 2020-11-01 | 31.4248881101203 |
| 2020-12-01 | 31.4171991410745 |
| 2021-01-01 | 31.5896127864189 |
| 2021-02-01 | 31.8206797847403 |
| 2021-03-01 | 32.0313427695522 |
| 2021-04-01 | 32.2916117091487 |
| 2021-05-01 | 32.3636531312213 |
| 2021-06-01 | 32.3886735023260 |
| 2021-07-01 | 32.3729336972684 |
| 2021-08-01 | 32.4551960341421 |
| 2021-09-01 | 32.8149231605169 |
| 2021-10-01 | 32.4101125011959 |
| 2021-11-01 | 32.4498496442064 |
| 2021-12-01 | 32.5101167677404 |
| 2022-01-01 | 32.6050187176878 |
| 2022-02-01 | 32.7102332642044 |
| 2022-03-01 | 32.8046152713705 |
| 2022-04-01 | 32.8037473213015 |
| 2022-05-01 | 32.7739758093990 |
| 2022-06-01 | 32.9892208445964 |
| 2022-07-01 | 32.9835559433502 |
| 2022-08-01 | 32.9604019337371 |
| 2022-09-01 | 33.1159670552769 |
| 2022-10-01 | 33.2958760171874 |
| 2022-11-01 | 33.8641594786435 |
| 2022-12-01 | 33.0935687031850 |
| 2023-01-01 | 33.5082147584459 |
| 2023-02-01 | 33.3877834565296 |
| 2023-03-01 | 33.4772301805226 |
| 2023-04-01 | 33.3178623706263 |
| 2023-05-01 | 33.4878877844787 |
| 2023-06-01 | 33.6116887675520 |
| 2023-07-01 | 33.5993405239980 |
| 2023-08-01 | 33.5923321670397 |
| 2023-09-01 | 33.4079687330002 |
| 2023-10-01 | 33.4757246559100 |
| 2023-11-01 | 33.3462055022167 |
| 2023-12-01 | 33.7710833034623 |
| 2024-01-01 | 34.1026944719108 |
| 2024-02-01 | 33.4792410255493 |
| 2024-03-01 | 33.8651770497853 |
| 2024-04-01 | 34.0438735982553 |
| 2024-05-01 | 33.8915178114870 |
| 2024-06-01 | 33.9304908719680 |
| 2024-07-01 | 34.0141448319192 |
| 2024-08-01 | 34.2133151039744 |
| 2024-09-01 | 34.4050941946462 |
| 2024-10-01 | 34.3580094752176 |
| 2024-11-01 | 34.4259694499375 |
| 2024-12-01 | 34.4609449632641 |
| 2025-01-01 | 34.2936703669164 |
| 2025-02-01 | 34.3727706800771 |
| 2025-03-01 | 34.0604615594669 |
| 2025-04-01 | 34.0486604149444 |
| 2025-05-01 | 34.2993051593198 |
| 2025-06-01 | 34.1622883124871 |
| 2025-07-01 | 34.2291594571163 |
| 2025-08-01 | 34.1235312749492 |
| 2025-09-01 | 34.1877772678294 |
| 2025-10-01 | 34.2412648937045 |
| 2025-11-01 | 34.2071517696009 |
| 2025-12-01 | 34.0597938567544 |
| 2026-01-01 | 34.1940513658516 |
| 2026-02-01 | 34.2727305070577 |
| 2026-03-01 | 34.4682163295555 |
| 2026-04-01 | 34.4513920952422 |
| 2026-05-01 | 34.3898530909388 |