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 2026-09-01 |
| Last Updated | 2026-10-20 10:28 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 | 25.4641426653 |
| 1990-02-01 | 25.5143609570 |
| 1990-03-01 | 25.5771707679 |
| 1990-04-01 | 25.4317779827 |
| 1990-05-01 | 25.5261438249 |
| 1990-06-01 | 25.5263941325 |
| 1990-07-01 | 25.6624416751 |
| 1990-08-01 | 25.7506396662 |
| 1990-09-01 | 25.9544532162 |
| 1990-10-01 | 25.9464750029 |
| 1990-11-01 | 25.9181900229 |
| 1990-12-01 | 25.9193626231 |
| 1991-01-01 | 25.9722616395 |
| 1991-02-01 | 26.2389394770 |
| 1991-03-01 | 26.0783900146 |
| 1991-04-01 | 26.2299749823 |
| 1991-05-01 | 26.0996091651 |
| 1991-06-01 | 26.1114941667 |
| 1991-07-01 | 26.1507145649 |
| 1991-08-01 | 26.5513082656 |
| 1991-09-01 | 26.5712405115 |
| 1991-10-01 | 26.7615971503 |
| 1991-11-01 | 26.7163232020 |
| 1991-12-01 | 26.7183938344 |
| 1992-01-01 | 26.9740356019 |
| 1992-02-01 | 26.9756797282 |
| 1992-03-01 | 26.9781135808 |
| 1992-04-01 | 27.0336471538 |
| 1992-05-01 | 27.0516371350 |
| 1992-06-01 | 27.3798888728 |
| 1992-07-01 | 27.3317041996 |
| 1992-08-01 | 27.2668155018 |
| 1992-09-01 | 27.4054821966 |
| 1992-10-01 | 27.3899442894 |
| 1992-11-01 | 27.5031227278 |
| 1992-12-01 | 27.7156720020 |
| 1993-01-01 | 27.6731812711 |
| 1993-02-01 | 27.7067518636 |
| 1993-03-01 | 27.7656967216 |
| 1993-04-01 | 27.9533400744 |
| 1993-05-01 | 28.2007889131 |
| 1993-06-01 | 27.9475130039 |
| 1993-07-01 | 28.0121116995 |
| 1993-08-01 | 27.9909823227 |
| 1993-09-01 | 27.9461996499 |
| 1993-10-01 | 28.1284775604 |
| 1993-11-01 | 28.5752613502 |
| 1993-12-01 | 28.4021003386 |
| 1994-01-01 | 28.3763274803 |
| 1994-02-01 | 28.4193295941 |
| 1994-03-01 | 28.6338455026 |
| 1994-04-01 | 28.7751616510 |
| 1994-05-01 | 28.9577929940 |
| 1994-06-01 | 29.0502498825 |
| 1994-07-01 | 29.1206967189 |
| 1994-08-01 | 29.2217921569 |
| 1994-09-01 | 29.1887455683 |
| 1994-10-01 | 29.1481899323 |
| 1994-11-01 | 29.1132727051 |
| 1994-12-01 | 28.9902271617 |
| 1995-01-01 | 29.4835420634 |
| 1995-02-01 | 29.4032614671 |
| 1995-03-01 | 29.5868921565 |
| 1995-04-01 | 29.5942920047 |
| 1995-05-01 | 29.9400180309 |
| 1995-06-01 | 30.0928146963 |
| 1995-07-01 | 30.1623071466 |
| 1995-08-01 | 30.0453112030 |
| 1995-09-01 | 30.3167873359 |
| 1995-10-01 | 30.3569226681 |
| 1995-11-01 | 30.4391151376 |
| 1995-12-01 | 30.2826602065 |
| 1996-01-01 | 30.5740394227 |
| 1996-02-01 | 30.7715082521 |
| 1996-03-01 | 30.7243328013 |
| 1996-04-01 | 30.7901390917 |
| 1996-05-01 | 30.5519922616 |
| 1996-06-01 | 30.8743581086 |
| 1996-07-01 | 30.8470249093 |
| 1996-08-01 | 30.7721478753 |
| 1996-09-01 | 30.5175399788 |
| 1996-10-01 | 30.4463419112 |
| 1996-11-01 | 30.3630789976 |
| 1996-12-01 | 30.2741537050 |
| 1997-01-01 | 29.9725955403 |
| 1997-02-01 | 29.9157865004 |
| 1997-03-01 | 29.8611693512 |
| 1997-04-01 | 29.6728703416 |
| 1997-05-01 | 26.5709100406 |
| 1997-06-01 | 28.3572386799 |
| 1997-07-01 | 28.5524631089 |
| 1997-08-01 | 28.8068151258 |
| 1997-09-01 | 29.0123662840 |
| 1997-10-01 | 29.4376134450 |
| 1997-11-01 | 29.5052639042 |
| 1997-12-01 | 29.4562025993 |
| 1998-01-01 | 29.5671723755 |
| 1998-02-01 | 29.6578860296 |
| 1998-03-01 | 29.5885875984 |
| 1998-04-01 | 29.7424763043 |
| 1998-05-01 | 29.6712279521 |
| 1998-06-01 | 29.6401887715 |
| 1998-07-01 | 29.6873256451 |
| 1998-08-01 | 29.6645912457 |
| 1998-09-01 | 29.5066203588 |
| 1998-10-01 | 29.3075336251 |
| 1998-11-01 | 29.6593322536 |
| 1998-12-01 | 29.5279535270 |
| 1999-01-01 | 29.7564942022 |
| 1999-02-01 | 29.4004257012 |
| 1999-03-01 | 29.6447058607 |
| 1999-04-01 | 29.7033952327 |
| 1999-05-01 | 29.4644142035 |
| 1999-06-01 | 29.6045222909 |
| 1999-07-01 | 29.7176420108 |
| 1999-08-01 | 29.8259287846 |
| 1999-09-01 | 30.0120902271 |
| 1999-10-01 | 29.6695791055 |
| 1999-11-01 | 29.6201536249 |
| 1999-12-01 | 29.8054981970 |
| 2000-01-01 | 29.4181089355 |
| 2000-02-01 | 29.7634833683 |
| 2000-03-01 | 29.7132037260 |
| 2000-04-01 | 29.5631533126 |
| 2000-05-01 | 29.8644350963 |
| 2000-06-01 | 29.8725038837 |
| 2000-07-01 | 29.8486083322 |
| 2000-08-01 | 29.7819370969 |
| 2000-09-01 | 29.9119457145 |
| 2000-10-01 | 29.9024224969 |
| 2000-11-01 | 29.5752388096 |
| 2000-12-01 | 29.7794812269 |
| 2001-01-01 | 30.1864514834 |
| 2001-02-01 | 31.0215548199 |
| 2001-03-01 | 30.9178249426 |
| 2001-04-01 | 30.4443148737 |
| 2001-05-01 | 30.6883181063 |
| 2001-06-01 | 30.4299309529 |
| 2001-07-01 | 30.1482684333 |
| 2001-08-01 | 30.1098394589 |
| 2001-09-01 | 30.1225370916 |
| 2001-10-01 | 30.8233097925 |
| 2001-11-01 | 30.2180491669 |
| 2001-12-01 | 30.3577461078 |
| 2002-01-01 | 30.4506395155 |
| 2002-02-01 | 30.3095139779 |
| 2002-03-01 | 30.1312345848 |
| 2002-04-01 | 30.5344694535 |
| 2002-05-01 | 30.4281917283 |
| 2002-06-01 | 30.7012177305 |
| 2002-07-01 | 30.8249805534 |
| 2002-08-01 | 30.8152724924 |
| 2002-09-01 | 30.9070785632 |
| 2002-10-01 | 30.9330031881 |
| 2002-11-01 | 31.0651753390 |
| 2002-12-01 | 30.9419214363 |
| 2003-01-01 | 30.9326560344 |
| 2003-02-01 | 30.9089684525 |
| 2003-03-01 | 30.9583908803 |
| 2003-04-01 | 31.0368080315 |
| 2003-05-01 | 30.9869396354 |
| 2003-06-01 | 30.8525190042 |
| 2003-07-01 | 30.8624765904 |
| 2003-08-01 | 31.3116990077 |
| 2003-09-01 | 31.2605156046 |
| 2003-10-01 | 31.5608387704 |
| 2003-11-01 | 31.6281781967 |
| 2003-12-01 | 31.5440880927 |
| 2004-01-01 | 31.6290943075 |
| 2004-02-01 | 31.7272345090 |
| 2004-03-01 | 31.5657927135 |
| 2004-04-01 | 31.3497982376 |
| 2004-05-01 | 31.5412259000 |
| 2004-06-01 | 31.6868008403 |
| 2004-07-01 | 31.6707805063 |
| 2004-08-01 | 31.7975106658 |
| 2004-09-01 | 31.5937531946 |
| 2004-10-01 | 31.8289857584 |
| 2004-11-01 | 31.9355936208 |
| 2004-12-01 | 32.0365876793 |
| 2005-01-01 | 32.1378041659 |
| 2005-02-01 | 31.9349846116 |
| 2005-03-01 | 31.8539381197 |
| 2005-04-01 | 32.3761053729 |
| 2005-05-01 | 32.3810432652 |
| 2005-06-01 | 32.3991655179 |
| 2005-07-01 | 32.6719097780 |
| 2005-08-01 | 32.5844237543 |
| 2005-09-01 | 32.8312379928 |
| 2005-10-01 | 32.6349356998 |
| 2005-11-01 | 32.5503992017 |
| 2005-12-01 | 32.5247125122 |
| 2006-01-01 | 32.4367661358 |
| 2006-02-01 | 32.7499867452 |
| 2006-03-01 | 32.8367539966 |
| 2006-04-01 | 32.8078019875 |
| 2006-05-01 | 33.1899650257 |
| 2006-06-01 | 32.9083697835 |
| 2006-07-01 | 32.7673095755 |
| 2006-08-01 | 32.7764003919 |
| 2006-09-01 | 33.1827265430 |
| 2006-10-01 | 33.1658679336 |
| 2006-11-01 | 32.9622888302 |
| 2006-12-01 | 32.9065414634 |
| 2007-01-01 | 32.9280349350 |
| 2007-02-01 | 33.1646179503 |
| 2007-03-01 | 33.1249909674 |
| 2007-04-01 | 33.0236004199 |
| 2007-05-01 | 33.1860781428 |
| 2007-06-01 | 33.5257272247 |
| 2007-07-01 | 33.4828037839 |
| 2007-08-01 | 33.2700943219 |
| 2007-09-01 | 33.0543934622 |
| 2007-10-01 | 32.9895792763 |
| 2007-11-01 | 33.0332294096 |
| 2007-12-01 | 33.4968007907 |
| 2008-01-01 | 33.6111980852 |
| 2008-02-01 | 33.3763669319 |
| 2008-03-01 | 33.5384307129 |
| 2008-04-01 | 33.5440015143 |
| 2008-05-01 | 33.2761365629 |
| 2008-06-01 | 33.1534873718 |
| 2008-07-01 | 33.1911795073 |
| 2008-08-01 | 33.4522078780 |
| 2008-09-01 | 33.4526960816 |
| 2008-10-01 | 33.4017991962 |
| 2008-11-01 | 33.5928631586 |
| 2008-12-01 | 33.4884808813 |
| 2009-01-01 | 33.3846159672 |
| 2009-02-01 | 33.2856022389 |
| 2009-03-01 | 33.1663850234 |
| 2009-04-01 | 33.0421893270 |
| 2009-05-01 | 33.1711216247 |
| 2009-06-01 | 33.5002729905 |
| 2009-07-01 | 33.2153371254 |
| 2009-08-01 | 33.1278055410 |
| 2009-09-01 | 33.1752923374 |
| 2009-10-01 | 33.0827914320 |
| 2009-11-01 | 33.1377524976 |
| 2009-12-01 | 33.0852023591 |
| 2010-01-01 | 33.0539188665 |
| 2010-02-01 | 33.1780620614 |
| 2010-03-01 | 33.4206233419 |
| 2010-04-01 | 33.5470375833 |
| 2010-05-01 | 33.7689216726 |
| 2010-06-01 | 33.6305158494 |
| 2010-07-01 | 33.6251749957 |
| 2010-08-01 | 33.7165456529 |
| 2010-09-01 | 33.4059804839 |
| 2010-10-01 | 34.1562677143 |
| 2010-11-01 | 33.9000629690 |
| 2010-12-01 | 33.7940936720 |
| 2011-01-01 | 33.9406477788 |
| 2011-02-01 | 33.9475537666 |
| 2011-03-01 | 33.9513715676 |
| 2011-04-01 | 34.0445129214 |
| 2011-05-01 | 34.1648167848 |
| 2011-06-01 | 34.2358781778 |
| 2011-07-01 | 34.4490234819 |
| 2011-08-01 | 34.5182400936 |
| 2011-09-01 | 34.7507764239 |
| 2011-10-01 | 34.7343965498 |
| 2011-11-01 | 34.6855069228 |
| 2011-12-01 | 35.0111567929 |
| 2012-01-01 | 34.7301476601 |
| 2012-02-01 | 34.5865955146 |
| 2012-03-01 | 34.7653951785 |
| 2012-04-01 | 34.9483244522 |
| 2012-05-01 | 34.8529165767 |
| 2012-06-01 | 34.8157076704 |
| 2012-07-01 | 35.0587863830 |
| 2012-08-01 | 35.1308283146 |
| 2012-09-01 | 35.1093215545 |
| 2012-10-01 | 35.3528594408 |
| 2012-11-01 | 35.2117326283 |
| 2012-12-01 | 35.3128258464 |
| 2013-01-01 | 35.3079803525 |
| 2013-02-01 | 35.3302901005 |
| 2013-03-01 | 35.0395304968 |
| 2013-04-01 | 34.9370178821 |
| 2013-05-01 | 35.0333781017 |
| 2013-06-01 | 35.0999265455 |
| 2013-07-01 | 34.9760009157 |
| 2013-08-01 | 35.0413440518 |
| 2013-09-01 | 35.0664454469 |
| 2013-10-01 | 35.4914776843 |
| 2013-11-01 | 35.4622405237 |
| 2013-12-01 | 35.3177156475 |
| 2014-01-01 | 35.3710848819 |
| 2014-02-01 | 35.4745340484 |
| 2014-03-01 | 35.4922062173 |
| 2014-04-01 | 35.3365600996 |
| 2014-05-01 | 35.4115037684 |
| 2014-06-01 | 35.6798904699 |
| 2014-07-01 | 35.5925680614 |
| 2014-08-01 | 35.6592793562 |
| 2014-09-01 | 35.5994685066 |
| 2014-10-01 | 35.5286673680 |
| 2014-11-01 | 35.6214369964 |
| 2014-12-01 | 35.6365900488 |
| 2015-01-01 | 35.5374685421 |
| 2015-02-01 | 35.6356303985 |
| 2015-03-01 | 35.6238190554 |
| 2015-04-01 | 35.8484878385 |
| 2015-05-01 | 35.6985747251 |
| 2015-06-01 | 35.3685741158 |
| 2015-07-01 | 35.3879903603 |
| 2015-08-01 | 35.2722674903 |
| 2015-09-01 | 35.2093162697 |
| 2015-10-01 | 35.1590214451 |
| 2015-11-01 | 35.2724639583 |
| 2015-12-01 | 35.4666124893 |
| 2016-01-01 | 35.4085068795 |
| 2016-02-01 | 35.1185509310 |
| 2016-03-01 | 35.4640634132 |
| 2016-04-01 | 35.8619738329 |
| 2016-05-01 | 35.6050100371 |
| 2016-06-01 | 35.1708177356 |
| 2016-07-01 | 35.3667789006 |
| 2016-08-01 | 35.3666099094 |
| 2016-09-01 | 35.6949744788 |
| 2016-10-01 | 35.2670080982 |
| 2016-11-01 | 35.1114396711 |
| 2016-12-01 | 34.9123756099 |
| 2017-01-01 | 35.2906237929 |
| 2017-02-01 | 35.1148479340 |
| 2017-03-01 | 35.2256195882 |
| 2017-04-01 | 35.0798940335 |
| 2017-05-01 | 35.0322587739 |
| 2017-06-01 | 35.1912974545 |
| 2017-07-01 | 35.0181574982 |
| 2017-08-01 | 35.1300840959 |
| 2017-09-01 | 35.2637793115 |
| 2017-10-01 | 35.3531990373 |
| 2017-11-01 | 35.1457175869 |
| 2017-12-01 | 35.1734451002 |
| 2018-01-01 | 35.1974763976 |
| 2018-02-01 | 35.2212326545 |
| 2018-03-01 | 35.1032018272 |
| 2018-04-01 | 34.9874238790 |
| 2018-05-01 | 34.9715971393 |
| 2018-06-01 | 34.8000709018 |
| 2018-07-01 | 34.9738307591 |
| 2018-08-01 | 34.5725049460 |
| 2018-09-01 | 34.6334289455 |
| 2018-10-01 | 34.5297333387 |
| 2018-11-01 | 34.7736955190 |
| 2018-12-01 | 34.6430559478 |
| 2019-01-01 | 34.4258508977 |
| 2019-02-01 | 34.1189843086 |
| 2019-03-01 | 34.2838969811 |
| 2019-04-01 | 34.1945179299 |
| 2019-05-01 | 34.1133012072 |
| 2019-06-01 | 34.2017964035 |
| 2019-07-01 | 34.0198581427 |
| 2019-08-01 | 34.1211958167 |
| 2019-09-01 | 33.9115297105 |
| 2019-10-01 | 33.9168123427 |
| 2019-11-01 | 33.8938690176 |
| 2019-12-01 | 33.6947601670 |
| 2020-01-01 | 33.8657144353 |
| 2020-02-01 | 33.8262714231 |
| 2020-03-01 | 33.6590513585 |
| 2020-04-01 | 28.6949153235 |
| 2020-05-01 | 30.1420358004 |
| 2020-06-01 | 31.2868275779 |
| 2020-07-01 | 31.5853048775 |
| 2020-08-01 | 31.8758704569 |
| 2020-09-01 | 31.7145515119 |
| 2020-10-01 | 32.2134783953 |
| 2020-11-01 | 31.4259088254 |
| 2020-12-01 | 31.4175180926 |
| 2021-01-01 | 31.5903605264 |
| 2021-02-01 | 31.8198665684 |
| 2021-03-01 | 32.0325351309 |
| 2021-04-01 | 32.2925822046 |
| 2021-05-01 | 32.3640486459 |
| 2021-06-01 | 32.3878990069 |
| 2021-07-01 | 32.3705823786 |
| 2021-08-01 | 32.4554153966 |
| 2021-09-01 | 32.8121608311 |
| 2021-10-01 | 32.4076357366 |
| 2021-11-01 | 32.4536242393 |
| 2021-12-01 | 32.5113360894 |
| 2022-01-01 | 32.6064573201 |
| 2022-02-01 | 32.7111469922 |
| 2022-03-01 | 32.8105048021 |
| 2022-04-01 | 32.8051226431 |
| 2022-05-01 | 32.7720621040 |
| 2022-06-01 | 32.9850047143 |
| 2022-07-01 | 32.9779105097 |
| 2022-08-01 | 32.9567119201 |
| 2022-09-01 | 33.1113112692 |
| 2022-10-01 | 33.2931740843 |
| 2022-11-01 | 33.8720512736 |
| 2022-12-01 | 33.0966657867 |
| 2023-01-01 | 33.5120723204 |
| 2023-02-01 | 33.3927101116 |
| 2023-03-01 | 33.4903727574 |
| 2023-04-01 | 33.3226273218 |
| 2023-05-01 | 33.4878549957 |
| 2023-06-01 | 33.5995695944 |
| 2023-07-01 | 33.5749480185 |
| 2023-08-01 | 33.5703541880 |
| 2023-09-01 | 33.4152561356 |
| 2023-10-01 | 33.4802039491 |
| 2023-11-01 | 33.3589997554 |
| 2023-12-01 | 33.7780687951 |
| 2024-01-01 | 34.1099091362 |
| 2024-02-01 | 33.4875992465 |
| 2024-03-01 | 33.8859817694 |
| 2024-04-01 | 34.0529836194 |
| 2024-05-01 | 33.8947287640 |
| 2024-06-01 | 33.9082139841 |
| 2024-07-01 | 33.9673210077 |
| 2024-08-01 | 34.1694221868 |
| 2024-09-01 | 34.4258413541 |
| 2024-10-01 | 34.3716412672 |
| 2024-11-01 | 34.4448651408 |
| 2024-12-01 | 34.4713313559 |
| 2025-01-01 | 34.3045919550 |
| 2025-02-01 | 34.3849399508 |
| 2025-03-01 | 34.0864491757 |
| 2025-04-01 | 34.0627148845 |
| 2025-05-01 | 34.3082042306 |
| 2025-06-01 | 34.1317777551 |
| 2025-07-01 | 34.1577752285 |
| 2025-08-01 | 34.0563184237 |
| 2025-09-01 | 34.2240671445 |
| 2025-10-01 | 34.2657463307 |
| 2025-11-01 | 34.2301685897 |
| 2025-12-01 | 34.0732461325 |
| 2026-01-01 | 34.2082818034 |
| 2026-02-01 | 34.2876329287 |
| 2026-03-01 | 34.4986372905 |
| 2026-04-01 | 34.4684345032 |
| 2026-05-01 | 34.4016088359 |
| 2026-06-01 | 34.5446113417 |
| 2026-07-01 | 34.6490623602 |
| 2026-08-01 | 34.6473557511 |
| 2026-09-01 | 34.3209218622 |