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 2026-04-01 |
| Last Updated | 2026-05-26 1:18 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 | 25.4641164679116 |
| 1990-02-01 | 25.5141758210133 |
| 1990-03-01 | 25.5771558370620 |
| 1990-04-01 | 25.4317703638082 |
| 1990-05-01 | 25.5263264489983 |
| 1990-06-01 | 25.5263037248708 |
| 1990-07-01 | 25.6625764240671 |
| 1990-08-01 | 25.7505939522782 |
| 1990-09-01 | 25.9546038459653 |
| 1990-10-01 | 25.9464402307443 |
| 1990-11-01 | 25.9182056642611 |
| 1990-12-01 | 25.9192936730973 |
| 1991-01-01 | 25.9722075977703 |
| 1991-02-01 | 26.2387531958108 |
| 1991-03-01 | 26.0783619405852 |
| 1991-04-01 | 26.2299609208578 |
| 1991-05-01 | 26.0998319145185 |
| 1991-06-01 | 26.1114213189559 |
| 1991-07-01 | 26.1508467322142 |
| 1991-08-01 | 26.5512789337286 |
| 1991-09-01 | 26.5714341530514 |
| 1991-10-01 | 26.7615631104901 |
| 1991-11-01 | 26.7163452097072 |
| 1991-12-01 | 26.7182049892742 |
| 1992-01-01 | 26.9739551957963 |
| 1992-02-01 | 26.9754919938239 |
| 1992-03-01 | 26.9780745997026 |
| 1992-04-01 | 27.0336191254426 |
| 1992-05-01 | 27.0518810930957 |
| 1992-06-01 | 27.3798217687853 |
| 1992-07-01 | 27.3318472350066 |
| 1992-08-01 | 27.2668509587589 |
| 1992-09-01 | 27.4058086551365 |
| 1992-10-01 | 27.3900333460550 |
| 1992-11-01 | 27.5032638168782 |
| 1992-12-01 | 27.7150829316344 |
| 1993-01-01 | 27.6730823329867 |
| 1993-02-01 | 27.7065235962203 |
| 1993-03-01 | 27.7655118320839 |
| 1993-04-01 | 27.9531069557066 |
| 1993-05-01 | 28.2013848108377 |
| 1993-06-01 | 27.9472803224449 |
| 1993-07-01 | 28.0121775738998 |
| 1993-08-01 | 27.9911830337309 |
| 1993-09-01 | 27.9468362640691 |
| 1993-10-01 | 28.1289869307501 |
| 1993-11-01 | 28.5757512937451 |
| 1993-12-01 | 28.4012205444871 |
| 1994-01-01 | 28.3761283985390 |
| 1994-02-01 | 28.4187582590398 |
| 1994-03-01 | 28.6330178338657 |
| 1994-04-01 | 28.7739959762859 |
| 1994-05-01 | 28.9589705422209 |
| 1994-06-01 | 29.0497146561150 |
| 1994-07-01 | 29.1206486143693 |
| 1994-08-01 | 29.2221699225900 |
| 1994-09-01 | 29.1896240712294 |
| 1994-10-01 | 29.1531165965433 |
| 1994-11-01 | 29.1134356089255 |
| 1994-12-01 | 28.9882018756933 |
| 1995-01-01 | 29.4821444091075 |
| 1995-02-01 | 29.4012969754710 |
| 1995-03-01 | 29.5845266362828 |
| 1995-04-01 | 29.5917504653499 |
| 1995-05-01 | 29.9418267170220 |
| 1995-06-01 | 30.0925743839891 |
| 1995-07-01 | 30.1632104211603 |
| 1995-08-01 | 30.0473163261464 |
| 1995-09-01 | 30.3192085520600 |
| 1995-10-01 | 30.3666596315252 |
| 1995-11-01 | 30.4387007033175 |
| 1995-12-01 | 30.2791031985218 |
| 1996-01-01 | 30.5708092668478 |
| 1996-02-01 | 30.7609027788237 |
| 1996-03-01 | 30.7213398734376 |
| 1996-04-01 | 30.7876856016200 |
| 1996-05-01 | 30.5555599793856 |
| 1996-06-01 | 30.8753701488753 |
| 1996-07-01 | 30.8491234504722 |
| 1996-08-01 | 30.7749672628221 |
| 1996-09-01 | 30.5333026550917 |
| 1996-10-01 | 30.4591369425092 |
| 1996-11-01 | 30.3612712050660 |
| 1996-12-01 | 30.2696421171685 |
| 1997-01-01 | 29.9458327979508 |
| 1997-02-01 | 29.8988635206480 |
| 1997-03-01 | 29.8606581685762 |
| 1997-04-01 | 29.6743344217698 |
| 1997-05-01 | 26.5794533555672 |
| 1997-06-01 | 28.3632970947983 |
| 1997-07-01 | 28.5591065860405 |
| 1997-08-01 | 28.8131594965837 |
| 1997-09-01 | 29.0429304948375 |
| 1997-10-01 | 29.4481862974475 |
| 1997-11-01 | 29.4973665443025 |
| 1997-12-01 | 29.4565965859265 |
| 1998-01-01 | 29.4994295507310 |
| 1998-02-01 | 29.6307254493215 |
| 1998-03-01 | 29.5928421303082 |
| 1998-04-01 | 29.7557668585186 |
| 1998-05-01 | 29.6940311477865 |
| 1998-06-01 | 29.6555905695254 |
| 1998-07-01 | 29.6985819830215 |
| 1998-08-01 | 29.6712327846729 |
| 1998-09-01 | 29.5473295234847 |
| 1998-10-01 | 29.3182065042125 |
| 1998-11-01 | 29.6412412782483 |
| 1998-12-01 | 29.5303900965588 |
| 1999-01-01 | 29.6463416413076 |
| 1999-02-01 | 29.3702578252376 |
| 1999-03-01 | 29.6493688854306 |
| 1999-04-01 | 29.7308844471220 |
| 1999-05-01 | 29.5032092430174 |
| 1999-06-01 | 29.6315251122933 |
| 1999-07-01 | 29.7351692596914 |
| 1999-08-01 | 29.8340982332375 |
| 1999-09-01 | 30.0504924584154 |
| 1999-10-01 | 29.6765844590919 |
| 1999-11-01 | 29.5916074661970 |
| 1999-12-01 | 29.8087318935717 |
| 2000-01-01 | 29.2873008880479 |
| 2000-02-01 | 29.7288589374573 |
| 2000-03-01 | 29.7168688497319 |
| 2000-04-01 | 29.6033707269113 |
| 2000-05-01 | 29.9175216325214 |
| 2000-06-01 | 29.9079296094082 |
| 2000-07-01 | 29.8650532771350 |
| 2000-08-01 | 29.7885742378866 |
| 2000-09-01 | 29.9457430264407 |
| 2000-10-01 | 29.9065736370502 |
| 2000-11-01 | 29.5415532819986 |
| 2000-12-01 | 29.7791097583099 |
| 2001-01-01 | 30.0539131957714 |
| 2001-02-01 | 30.9943939675067 |
| 2001-03-01 | 30.9180015103107 |
| 2001-04-01 | 30.4898128841694 |
| 2001-05-01 | 30.7445501422606 |
| 2001-06-01 | 30.4678374851814 |
| 2001-07-01 | 30.1621463166791 |
| 2001-08-01 | 30.1172822328267 |
| 2001-09-01 | 30.1429265888281 |
| 2001-10-01 | 30.8232707916364 |
| 2001-11-01 | 30.1841418208933 |
| 2001-12-01 | 30.3568288835303 |
| 2002-01-01 | 30.3403245912765 |
| 2002-02-01 | 30.2879462034121 |
| 2002-03-01 | 30.1288807734965 |
| 2002-04-01 | 30.5785756237789 |
| 2002-05-01 | 30.4809109118629 |
| 2002-06-01 | 30.7348307384792 |
| 2002-07-01 | 30.8310426431389 |
| 2002-08-01 | 30.8201058255515 |
| 2002-09-01 | 30.9130533972025 |
| 2002-10-01 | 30.9351555545158 |
| 2002-11-01 | 31.0371818511895 |
| 2002-12-01 | 30.9364405084314 |
| 2003-01-01 | 30.8631616422280 |
| 2003-02-01 | 30.8974307493407 |
| 2003-03-01 | 30.9509737282512 |
| 2003-04-01 | 31.0705111891762 |
| 2003-05-01 | 31.0252249863826 |
| 2003-06-01 | 30.8764980024370 |
| 2003-07-01 | 30.8635600100994 |
| 2003-08-01 | 31.3157902617567 |
| 2003-09-01 | 31.2561407399724 |
| 2003-10-01 | 31.5624633542365 |
| 2003-11-01 | 31.6101344259461 |
| 2003-12-01 | 31.5369754287072 |
| 2004-01-01 | 31.6022054837375 |
| 2004-02-01 | 31.7191434091725 |
| 2004-03-01 | 31.5585228336078 |
| 2004-04-01 | 31.3702130153202 |
| 2004-05-01 | 31.5634941844072 |
| 2004-06-01 | 31.6992358792104 |
| 2004-07-01 | 31.6653786800745 |
| 2004-08-01 | 31.7997292657427 |
| 2004-09-01 | 31.5916043631796 |
| 2004-10-01 | 31.8298087324469 |
| 2004-11-01 | 31.9283621555242 |
| 2004-12-01 | 32.0298389773068 |
| 2005-01-01 | 32.1327697862636 |
| 2005-02-01 | 31.9327510206290 |
| 2005-03-01 | 31.8491557668058 |
| 2005-04-01 | 32.3851082299505 |
| 2005-05-01 | 32.3888857723583 |
| 2005-06-01 | 32.4027210552989 |
| 2005-07-01 | 32.6664300047068 |
| 2005-08-01 | 32.5864952388967 |
| 2005-09-01 | 32.8322077565641 |
| 2005-10-01 | 32.6337730961920 |
| 2005-11-01 | 32.5488778761141 |
| 2005-12-01 | 32.5231207285072 |
| 2006-01-01 | 32.4353177550742 |
| 2006-02-01 | 32.7489579230474 |
| 2006-03-01 | 32.8361264492017 |
| 2006-04-01 | 32.8114862179133 |
| 2006-05-01 | 33.1928728744914 |
| 2006-06-01 | 32.9081324897866 |
| 2006-07-01 | 32.7631160879880 |
| 2006-08-01 | 32.7768626263669 |
| 2006-09-01 | 33.1836916062534 |
| 2006-10-01 | 33.1658522480769 |
| 2006-11-01 | 32.9624007482443 |
| 2006-12-01 | 32.9065827154351 |
| 2007-01-01 | 32.9279267219373 |
| 2007-02-01 | 33.1643410884970 |
| 2007-03-01 | 33.1244334956222 |
| 2007-04-01 | 33.0247827433228 |
| 2007-05-01 | 33.1874603896899 |
| 2007-06-01 | 33.5247332892404 |
| 2007-07-01 | 33.4818503531553 |
| 2007-08-01 | 33.2695774357965 |
| 2007-09-01 | 33.0548039571733 |
| 2007-10-01 | 32.9894733081563 |
| 2007-11-01 | 33.0334008274505 |
| 2007-12-01 | 33.4969206565825 |
| 2008-01-01 | 33.6112787605491 |
| 2008-02-01 | 33.3763922646402 |
| 2008-03-01 | 33.5383185384175 |
| 2008-04-01 | 33.5439647905979 |
| 2008-05-01 | 33.2773130970779 |
| 2008-06-01 | 33.1529453458266 |
| 2008-07-01 | 33.1906307278816 |
| 2008-08-01 | 33.4519840398162 |
| 2008-09-01 | 33.4529830482724 |
| 2008-10-01 | 33.4016927591537 |
| 2008-11-01 | 33.5929229833401 |
| 2008-12-01 | 33.4884957624251 |
| 2009-01-01 | 33.3845981276410 |
| 2009-02-01 | 33.2856097293825 |
| 2009-03-01 | 33.1663543834618 |
| 2009-04-01 | 33.0421702489478 |
| 2009-05-01 | 33.1717330815513 |
| 2009-06-01 | 33.4999697090368 |
| 2009-07-01 | 33.2150832857610 |
| 2009-08-01 | 33.1277543357370 |
| 2009-09-01 | 33.1754092443114 |
| 2009-10-01 | 33.0827155738080 |
| 2009-11-01 | 33.1377714420844 |
| 2009-12-01 | 33.0852098034369 |
| 2010-01-01 | 33.0538959329700 |
| 2010-02-01 | 33.1781425416991 |
| 2010-03-01 | 33.4206418524527 |
| 2010-04-01 | 33.5471209719896 |
| 2010-05-01 | 33.7689630055612 |
| 2010-06-01 | 33.6303796490792 |
| 2010-07-01 | 33.6251100360784 |
| 2010-08-01 | 33.7165732643520 |
| 2010-09-01 | 33.4059925472874 |
| 2010-10-01 | 34.1561977784602 |
| 2010-11-01 | 33.9000429563864 |
| 2010-12-01 | 33.7941421185883 |
| 2011-01-01 | 33.9406403442626 |
| 2011-02-01 | 33.9476770832684 |
| 2011-03-01 | 33.9513611233648 |
| 2011-04-01 | 34.0445798602571 |
| 2011-05-01 | 34.1647920989295 |
| 2011-06-01 | 34.2357720270522 |
| 2011-07-01 | 34.4490152182888 |
| 2011-08-01 | 34.5182424457605 |
| 2011-09-01 | 34.7507965700100 |
| 2011-10-01 | 34.7342931202113 |
| 2011-11-01 | 34.6854472705469 |
| 2011-12-01 | 35.0112556918838 |
| 2012-01-01 | 34.7301859261591 |
| 2012-02-01 | 34.5867468888372 |
| 2012-03-01 | 34.7653886938990 |
| 2012-04-01 | 34.9483270812626 |
| 2012-05-01 | 34.8528688743138 |
| 2012-06-01 | 34.8155710839735 |
| 2012-07-01 | 35.0587413309952 |
| 2012-08-01 | 35.1308225210435 |
| 2012-09-01 | 35.1093783985343 |
| 2012-10-01 | 35.3527874725408 |
| 2012-11-01 | 35.2117310280094 |
| 2012-12-01 | 35.3130585298872 |
| 2013-01-01 | 35.3081350196616 |
| 2013-02-01 | 35.3302363983002 |
| 2013-03-01 | 35.0395546259010 |
| 2013-04-01 | 34.9368113945715 |
| 2013-05-01 | 35.0333400270508 |
| 2013-06-01 | 35.0995243022514 |
| 2013-07-01 | 34.9759650895405 |
| 2013-08-01 | 35.0414304148258 |
| 2013-09-01 | 35.0666300060386 |
| 2013-10-01 | 35.4915696955880 |
| 2013-11-01 | 35.4623230265339 |
| 2013-12-01 | 35.3189094671172 |
| 2014-01-01 | 35.3710477772679 |
| 2014-02-01 | 35.4738435993484 |
| 2014-03-01 | 35.4918832633686 |
| 2014-04-01 | 35.3358747494183 |
| 2014-05-01 | 35.4113287035243 |
| 2014-06-01 | 35.6792394042999 |
| 2014-07-01 | 35.5926511005702 |
| 2014-08-01 | 35.6596702430979 |
| 2014-09-01 | 35.6000837198600 |
| 2014-10-01 | 35.5292780229081 |
| 2014-11-01 | 35.6219398720000 |
| 2014-12-01 | 35.6390302501888 |
| 2015-01-01 | 35.5372824556961 |
| 2015-02-01 | 35.6340287141131 |
| 2015-03-01 | 35.6226779469365 |
| 2015-04-01 | 35.8466409429767 |
| 2015-05-01 | 35.6970781116793 |
| 2015-06-01 | 35.3660821149898 |
| 2015-07-01 | 35.3924645086696 |
| 2015-08-01 | 35.2713803361833 |
| 2015-09-01 | 35.2090643351882 |
| 2015-10-01 | 35.1591646163228 |
| 2015-11-01 | 35.2799238722305 |
| 2015-12-01 | 35.4702935298063 |
| 2016-01-01 | 35.4088303692042 |
| 2016-02-01 | 35.1098168215867 |
| 2016-03-01 | 35.4628624708222 |
| 2016-04-01 | 35.8592771112366 |
| 2016-05-01 | 35.6019766211867 |
| 2016-06-01 | 35.1663959887306 |
| 2016-07-01 | 35.3754155671407 |
| 2016-08-01 | 35.3644247485413 |
| 2016-09-01 | 35.6941910959195 |
| 2016-10-01 | 35.2673549498833 |
| 2016-11-01 | 35.1266130136380 |
| 2016-12-01 | 34.9171069165226 |
| 2017-01-01 | 35.2923136183993 |
| 2017-02-01 | 35.0997058643291 |
| 2017-03-01 | 35.2252665626014 |
| 2017-04-01 | 35.0774375743899 |
| 2017-05-01 | 35.0272527725213 |
| 2017-06-01 | 35.1767054331016 |
| 2017-07-01 | 35.0283678529336 |
| 2017-08-01 | 35.1340736361973 |
| 2017-09-01 | 35.2582073475047 |
| 2017-10-01 | 35.3544353853239 |
| 2017-11-01 | 35.1719339387860 |
| 2017-12-01 | 35.1867053009596 |
| 2018-01-01 | 35.1962751493844 |
| 2018-02-01 | 35.1978252018015 |
| 2018-03-01 | 35.1026317477108 |
| 2018-04-01 | 34.9858616400848 |
| 2018-05-01 | 34.9646730868376 |
| 2018-06-01 | 34.7764193002347 |
| 2018-07-01 | 34.9810670002042 |
| 2018-08-01 | 34.5845281715152 |
| 2018-09-01 | 34.6211049104363 |
| 2018-10-01 | 34.5347409435458 |
| 2018-11-01 | 34.8066697816259 |
| 2018-12-01 | 34.6658619832457 |
| 2019-01-01 | 34.4225080060400 |
| 2019-02-01 | 34.0944810890238 |
| 2019-03-01 | 34.2822711422005 |
| 2019-04-01 | 34.1931281049071 |
| 2019-05-01 | 34.1039745360419 |
| 2019-06-01 | 34.1682307125418 |
| 2019-07-01 | 34.0227437319248 |
| 2019-08-01 | 34.1392287505895 |
| 2019-09-01 | 33.8892463280355 |
| 2019-10-01 | 33.9210693015614 |
| 2019-11-01 | 33.9385893154950 |
| 2019-12-01 | 33.7391567906013 |
| 2020-01-01 | 33.8557542542265 |
| 2020-02-01 | 33.7976859891184 |
| 2020-03-01 | 33.6543567664913 |
| 2020-04-01 | 28.6923200754336 |
| 2020-05-01 | 30.1313160598886 |
| 2020-06-01 | 31.2528858453358 |
| 2020-07-01 | 31.5819284859005 |
| 2020-08-01 | 31.8937785866103 |
| 2020-09-01 | 31.6856728992845 |
| 2020-10-01 | 32.2167016516957 |
| 2020-11-01 | 31.4704050116388 |
| 2020-12-01 | 31.4878795908865 |
| 2021-01-01 | 31.5739104569915 |
| 2021-02-01 | 31.7933284096406 |
| 2021-03-01 | 32.0229353232427 |
| 2021-04-01 | 32.2911910555045 |
| 2021-05-01 | 32.3514634518831 |
| 2021-06-01 | 32.3535909402866 |
| 2021-07-01 | 32.3613461184376 |
| 2021-08-01 | 32.4728728471743 |
| 2021-09-01 | 32.7797751652786 |
| 2021-10-01 | 32.4077776223650 |
| 2021-11-01 | 32.4956934583686 |
| 2021-12-01 | 32.6072265165640 |
| 2022-01-01 | 32.5827578069103 |
| 2022-02-01 | 32.6869454709674 |
| 2022-03-01 | 32.7861317772524 |
| 2022-04-01 | 32.8049396619299 |
| 2022-05-01 | 32.7606592839684 |
| 2022-06-01 | 32.9617544130259 |
| 2022-07-01 | 32.9687840853886 |
| 2022-08-01 | 32.9694520730425 |
| 2022-09-01 | 33.0826659067027 |
| 2022-10-01 | 33.2924371126279 |
| 2022-11-01 | 33.9013984904511 |
| 2022-12-01 | 33.1966570519990 |
| 2023-01-01 | 33.4880504500632 |
| 2023-02-01 | 33.3744840245108 |
| 2023-03-01 | 33.4532660902828 |
| 2023-04-01 | 33.3242620385518 |
| 2023-05-01 | 33.4699471644587 |
| 2023-06-01 | 33.5891399387068 |
| 2023-07-01 | 33.5844253223395 |
| 2023-08-01 | 33.5902614516340 |
| 2023-09-01 | 33.3801964827433 |
| 2023-10-01 | 33.4705960033485 |
| 2023-11-01 | 33.3829722422567 |
| 2023-12-01 | 33.8665341458602 |
| 2024-01-01 | 34.0874680282328 |
| 2024-02-01 | 33.4700922473174 |
| 2024-03-01 | 33.8386395028105 |
| 2024-04-01 | 34.0542936988010 |
| 2024-05-01 | 33.8724209835538 |
| 2024-06-01 | 33.9140768191016 |
| 2024-07-01 | 34.0002685962006 |
| 2024-08-01 | 34.2018635014211 |
| 2024-09-01 | 34.3849088972365 |
| 2024-10-01 | 34.3550040332943 |
| 2024-11-01 | 34.4568413993412 |
| 2024-12-01 | 34.5372607185746 |
| 2025-01-01 | 34.2858753483898 |
| 2025-02-01 | 34.3693945558307 |
| 2025-03-01 | 34.0374090252939 |
| 2025-04-01 | 34.0661967346424 |
| 2025-05-01 | 34.2781254850951 |
| 2025-06-01 | 34.1433025279686 |
| 2025-07-01 | 34.2134121256872 |
| 2025-08-01 | 34.1110951029554 |
| 2025-09-01 | 34.1728675923074 |
| 2025-10-01 | 34.2425308496274 |
| 2025-11-01 | 34.2361606633731 |
| 2025-12-01 | 34.1153800282566 |
| 2026-01-01 | 34.1916881079237 |
| 2026-02-01 | 34.2736721383913 |
| 2026-03-01 | 34.4456782729419 |
| 2026-04-01 | 34.4714863093229 |