Table Data - All Employees: Leisure and Hospitality in Grand Forks, ND-MN (MSA)
| Title | All Employees: Leisure and Hospitality in Grand Forks, ND-MN (MSA) |
|---|---|
| Series ID | GRAN238LEIH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:45 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 | 4.5280061566 |
| 1990-02-01 | 4.5515822698 |
| 1990-03-01 | 4.5293647381 |
| 1990-04-01 | 4.5549666843 |
| 1990-05-01 | 4.5468200236 |
| 1990-06-01 | 4.5470656158 |
| 1990-07-01 | 4.6907689972 |
| 1990-08-01 | 4.7166834080 |
| 1990-09-01 | 4.7826216492 |
| 1990-10-01 | 4.7262260776 |
| 1990-11-01 | 4.7228568572 |
| 1990-12-01 | 4.8065357124 |
| 1991-01-01 | 4.6254739639 |
| 1991-02-01 | 4.6535309716 |
| 1991-03-01 | 4.7284271120 |
| 1991-04-01 | 4.6521276720 |
| 1991-05-01 | 4.7461444407 |
| 1991-06-01 | 4.7411078406 |
| 1991-07-01 | 4.7925331125 |
| 1991-08-01 | 4.8191408065 |
| 1991-09-01 | 4.7802554526 |
| 1991-10-01 | 4.8350877783 |
| 1991-11-01 | 4.8242205283 |
| 1991-12-01 | 4.8128106704 |
| 1992-01-01 | 4.8220569368 |
| 1992-02-01 | 4.8547506259 |
| 1992-03-01 | 4.8206892600 |
| 1992-04-01 | 4.8489800279 |
| 1992-05-01 | 4.8407016683 |
| 1992-06-01 | 4.8347767035 |
| 1992-07-01 | 4.7957614280 |
| 1992-08-01 | 4.8256017832 |
| 1992-09-01 | 4.8760067078 |
| 1992-10-01 | 4.9476000231 |
| 1992-11-01 | 4.9256825101 |
| 1992-12-01 | 5.0229474505 |
| 1993-01-01 | 5.0178867933 |
| 1993-02-01 | 5.0547893455 |
| 1993-03-01 | 5.0126975557 |
| 1993-04-01 | 5.0439355905 |
| 1993-05-01 | 5.0367798521 |
| 1993-06-01 | 5.0284465339 |
| 1993-07-01 | 4.9994852608 |
| 1993-08-01 | 4.9286728002 |
| 1993-09-01 | 4.9634806641 |
| 1993-10-01 | 4.9636618556 |
| 1993-11-01 | 5.0316959491 |
| 1993-12-01 | 5.1306427694 |
| 1994-01-01 | 5.0176496329 |
| 1994-02-01 | 4.9511020253 |
| 1994-03-01 | 5.0040216417 |
| 1994-04-01 | 5.0454962823 |
| 1994-05-01 | 5.0362592728 |
| 1994-06-01 | 5.1298367381 |
| 1994-07-01 | 5.0961674459 |
| 1994-08-01 | 5.1284742453 |
| 1994-09-01 | 5.1461872102 |
| 1994-10-01 | 5.0753385173 |
| 1994-11-01 | 5.1341594214 |
| 1994-12-01 | 5.1370699491 |
| 1995-01-01 | 5.3230984761 |
| 1995-02-01 | 5.2460871518 |
| 1995-03-01 | 5.2998827680 |
| 1995-04-01 | 5.2516462404 |
| 1995-05-01 | 5.3444681393 |
| 1995-06-01 | 5.2349370090 |
| 1995-07-01 | 5.2871186808 |
| 1995-08-01 | 5.2218108628 |
| 1995-09-01 | 5.3240957738 |
| 1995-10-01 | 5.3820935997 |
| 1995-11-01 | 5.4345868183 |
| 1995-12-01 | 5.4418567043 |
| 1996-01-01 | 5.5338706671 |
| 1996-02-01 | 5.5404395244 |
| 1996-03-01 | 5.5982687088 |
| 1996-04-01 | 5.6628464853 |
| 1996-05-01 | 5.6470123417 |
| 1996-06-01 | 5.6492476679 |
| 1996-07-01 | 5.5775259142 |
| 1996-08-01 | 5.6176313926 |
| 1996-09-01 | 5.5118797798 |
| 1996-10-01 | 5.3740427991 |
| 1996-11-01 | 5.3285993308 |
| 1996-12-01 | 5.3427907232 |
| 1997-01-01 | 5.2467652536 |
| 1997-02-01 | 5.2368278458 |
| 1997-03-01 | 5.2037194851 |
| 1997-04-01 | 5.1656047027 |
| 1997-05-01 | 3.8452646936 |
| 1997-06-01 | 4.5638042817 |
| 1997-07-01 | 4.7748058208 |
| 1997-08-01 | 4.8169937925 |
| 1997-09-01 | 4.9089957893 |
| 1997-10-01 | 4.9637928431 |
| 1997-11-01 | 4.9244306714 |
| 1997-12-01 | 4.8381523760 |
| 1998-01-01 | 4.9571591067 |
| 1998-02-01 | 5.0335114527 |
| 1998-03-01 | 5.0048887655 |
| 1998-04-01 | 4.9577073402 |
| 1998-05-01 | 4.9337164560 |
| 1998-06-01 | 4.9763222959 |
| 1998-07-01 | 4.9857121728 |
| 1998-08-01 | 4.9359646918 |
| 1998-09-01 | 4.9227175020 |
| 1998-10-01 | 4.8455425427 |
| 1998-11-01 | 4.9167035176 |
| 1998-12-01 | 4.8314099008 |
| 1999-01-01 | 4.8557259301 |
| 1999-02-01 | 4.8294098466 |
| 1999-03-01 | 4.7985720643 |
| 1999-04-01 | 4.8407205053 |
| 1999-05-01 | 4.9225706357 |
| 1999-06-01 | 4.8846987284 |
| 1999-07-01 | 4.9084050263 |
| 1999-08-01 | 4.9687763037 |
| 1999-09-01 | 4.9458585864 |
| 1999-10-01 | 5.0355484255 |
| 1999-11-01 | 5.0008615575 |
| 1999-12-01 | 5.0219813872 |
| 2000-01-01 | 4.9451945902 |
| 2000-02-01 | 4.9170671182 |
| 2000-03-01 | 4.8793513413 |
| 2000-04-01 | 4.9258787765 |
| 2000-05-01 | 4.9112533138 |
| 2000-06-01 | 4.8969843637 |
| 2000-07-01 | 5.0476087162 |
| 2000-08-01 | 5.0149242360 |
| 2000-09-01 | 4.9780866885 |
| 2000-10-01 | 4.9137811302 |
| 2000-11-01 | 4.8780212808 |
| 2000-12-01 | 4.9023802818 |
| 2001-01-01 | 4.9271636067 |
| 2001-02-01 | 4.8949997206 |
| 2001-03-01 | 5.0558778095 |
| 2001-04-01 | 5.1275794746 |
| 2001-05-01 | 5.1186959316 |
| 2001-06-01 | 5.1147651730 |
| 2001-07-01 | 4.9834602824 |
| 2001-08-01 | 4.9564521153 |
| 2001-09-01 | 4.9976553024 |
| 2001-10-01 | 5.1965350924 |
| 2001-11-01 | 5.0543690250 |
| 2001-12-01 | 5.0759862534 |
| 2002-01-01 | 5.2085343693 |
| 2002-02-01 | 5.1667410411 |
| 2002-03-01 | 5.0288129753 |
| 2002-04-01 | 5.2423049545 |
| 2002-05-01 | 5.2458055536 |
| 2002-06-01 | 5.4351153022 |
| 2002-07-01 | 5.2161625672 |
| 2002-08-01 | 5.1961840349 |
| 2002-09-01 | 5.2077649256 |
| 2002-10-01 | 5.1694437365 |
| 2002-11-01 | 5.3290528530 |
| 2002-12-01 | 5.2453496890 |
| 2003-01-01 | 5.1919409435 |
| 2003-02-01 | 5.2332955516 |
| 2003-03-01 | 5.2057195527 |
| 2003-04-01 | 5.1783548793 |
| 2003-05-01 | 5.1849409791 |
| 2003-06-01 | 5.1584325753 |
| 2003-07-01 | 5.1360959567 |
| 2003-08-01 | 5.2200217947 |
| 2003-09-01 | 5.2045731378 |
| 2003-10-01 | 5.3438398405 |
| 2003-11-01 | 5.3056028628 |
| 2003-12-01 | 5.3231259724 |
| 2004-01-01 | 5.2785625335 |
| 2004-02-01 | 5.3071296236 |
| 2004-03-01 | 5.2891089482 |
| 2004-04-01 | 5.2138784148 |
| 2004-05-01 | 5.1235983293 |
| 2004-06-01 | 5.1762130953 |
| 2004-07-01 | 5.4532439612 |
| 2004-08-01 | 5.6288620236 |
| 2004-09-01 | 5.5086444590 |
| 2004-10-01 | 5.4151501772 |
| 2004-11-01 | 5.3857719686 |
| 2004-12-01 | 5.4008940279 |
| 2005-01-01 | 5.6602143047 |
| 2005-02-01 | 5.3961392682 |
| 2005-03-01 | 5.3843013292 |
| 2005-04-01 | 5.4460491090 |
| 2005-05-01 | 5.2611901359 |
| 2005-06-01 | 5.3879749111 |
| 2005-07-01 | 5.4600149188 |
| 2005-08-01 | 5.4226449974 |
| 2005-09-01 | 5.5076023335 |
| 2005-10-01 | 5.4976831049 |
| 2005-11-01 | 5.5738941707 |
| 2005-12-01 | 5.5910789582 |
| 2006-01-01 | 5.4375530604 |
| 2006-02-01 | 5.6021305301 |
| 2006-03-01 | 5.5871641607 |
| 2006-04-01 | 5.4535345927 |
| 2006-05-01 | 5.5929054354 |
| 2006-06-01 | 5.4867658918 |
| 2006-07-01 | 5.4659709090 |
| 2006-08-01 | 5.5196915507 |
| 2006-09-01 | 5.5160778921 |
| 2006-10-01 | 5.5917514855 |
| 2006-11-01 | 5.4589076003 |
| 2006-12-01 | 5.4784975241 |
| 2007-01-01 | 5.6144712736 |
| 2007-02-01 | 5.8158347024 |
| 2007-03-01 | 5.7923649228 |
| 2007-04-01 | 5.6509230644 |
| 2007-05-01 | 5.9102825146 |
| 2007-06-01 | 5.9900071378 |
| 2007-07-01 | 5.9725918036 |
| 2007-08-01 | 6.0208255614 |
| 2007-09-01 | 5.9321453070 |
| 2007-10-01 | 5.9861779793 |
| 2007-11-01 | 6.0398958728 |
| 2007-12-01 | 6.0695143298 |
| 2008-01-01 | 6.0900471384 |
| 2008-02-01 | 5.9311034974 |
| 2008-03-01 | 5.8939448777 |
| 2008-04-01 | 6.0397647961 |
| 2008-05-01 | 5.8234779592 |
| 2008-06-01 | 5.9001366793 |
| 2008-07-01 | 5.8840858813 |
| 2008-08-01 | 5.9250665204 |
| 2008-09-01 | 5.9581749629 |
| 2008-10-01 | 5.8836111895 |
| 2008-11-01 | 5.9157585339 |
| 2008-12-01 | 5.8451522155 |
| 2009-01-01 | 5.8668092759 |
| 2009-02-01 | 5.8401804341 |
| 2009-03-01 | 5.7937843934 |
| 2009-04-01 | 5.6301776309 |
| 2009-05-01 | 5.8369924752 |
| 2009-06-01 | 5.9204568058 |
| 2009-07-01 | 5.9028388441 |
| 2009-08-01 | 5.8362637539 |
| 2009-09-01 | 5.8769588865 |
| 2009-10-01 | 5.7725568112 |
| 2009-11-01 | 5.7949578780 |
| 2009-12-01 | 5.8231888641 |
| 2010-01-01 | 5.7423035955 |
| 2010-02-01 | 5.5369897665 |
| 2010-03-01 | 5.8882650130 |
| 2010-04-01 | 5.9274885402 |
| 2010-05-01 | 5.9545015032 |
| 2010-06-01 | 5.8452252640 |
| 2010-07-01 | 5.9227175923 |
| 2010-08-01 | 5.8526510560 |
| 2010-09-01 | 5.7924100874 |
| 2010-10-01 | 5.9596070113 |
| 2010-11-01 | 5.8728273701 |
| 2010-12-01 | 5.7972259084 |
| 2011-01-01 | 5.8327437699 |
| 2011-02-01 | 5.7232845603 |
| 2011-03-01 | 5.7760024631 |
| 2011-04-01 | 5.7348292019 |
| 2011-05-01 | 5.7607033502 |
| 2011-06-01 | 5.7670707793 |
| 2011-07-01 | 5.8483038193 |
| 2011-08-01 | 5.9704103253 |
| 2011-09-01 | 6.2100181620 |
| 2011-10-01 | 5.9370760530 |
| 2011-11-01 | 5.9572725422 |
| 2011-12-01 | 6.1827230358 |
| 2012-01-01 | 6.3256511652 |
| 2012-02-01 | 6.2058960543 |
| 2012-03-01 | 6.1640412585 |
| 2012-04-01 | 6.2481961577 |
| 2012-05-01 | 6.1550710727 |
| 2012-06-01 | 6.1773318847 |
| 2012-07-01 | 6.0734314713 |
| 2012-08-01 | 6.0845607905 |
| 2012-09-01 | 6.1272516417 |
| 2012-10-01 | 6.1286972409 |
| 2012-11-01 | 6.0430995079 |
| 2012-12-01 | 6.0732315031 |
| 2013-01-01 | 6.1202789043 |
| 2013-02-01 | 6.0936833802 |
| 2013-03-01 | 6.0565512803 |
| 2013-04-01 | 5.9525367320 |
| 2013-05-01 | 5.9432883819 |
| 2013-06-01 | 5.9745515497 |
| 2013-07-01 | 6.0989345013 |
| 2013-08-01 | 6.0989991336 |
| 2013-09-01 | 6.1376689383 |
| 2013-10-01 | 6.2242436275 |
| 2013-11-01 | 6.2386554269 |
| 2013-12-01 | 6.1810726786 |
| 2014-01-01 | 6.1060337597 |
| 2014-02-01 | 6.3807010882 |
| 2014-03-01 | 6.1490314614 |
| 2014-04-01 | 5.9657963511 |
| 2014-05-01 | 6.1342152447 |
| 2014-06-01 | 6.1651297577 |
| 2014-07-01 | 6.1083344641 |
| 2014-08-01 | 6.1066377013 |
| 2014-09-01 | 6.0431366998 |
| 2014-10-01 | 6.0293780217 |
| 2014-11-01 | 6.0373265485 |
| 2014-12-01 | 6.0916961273 |
| 2015-01-01 | 5.9947916262 |
| 2015-02-01 | 6.0783728214 |
| 2015-03-01 | 6.0377319984 |
| 2015-04-01 | 6.3803316677 |
| 2015-05-01 | 6.3328640870 |
| 2015-06-01 | 6.1572818772 |
| 2015-07-01 | 6.0939506486 |
| 2015-08-01 | 6.1114212523 |
| 2015-09-01 | 6.1464186962 |
| 2015-10-01 | 6.1297536485 |
| 2015-11-01 | 6.2436720018 |
| 2015-12-01 | 6.2064284137 |
| 2016-01-01 | 6.2781399959 |
| 2016-02-01 | 5.9841817097 |
| 2016-03-01 | 6.3317088770 |
| 2016-04-01 | 6.4020437569 |
| 2016-05-01 | 6.4440994123 |
| 2016-06-01 | 6.0530853769 |
| 2016-07-01 | 6.1606205512 |
| 2016-08-01 | 6.2024215251 |
| 2016-09-01 | 6.5425080787 |
| 2016-10-01 | 6.2320120661 |
| 2016-11-01 | 6.1459453551 |
| 2016-12-01 | 6.1161945712 |
| 2017-01-01 | 6.2687937207 |
| 2017-02-01 | 6.2997877558 |
| 2017-03-01 | 6.2366513150 |
| 2017-04-01 | 6.1295356278 |
| 2017-05-01 | 6.1697554562 |
| 2017-06-01 | 6.2469161200 |
| 2017-07-01 | 6.2101989122 |
| 2017-08-01 | 6.2864257759 |
| 2017-09-01 | 6.2164696756 |
| 2017-10-01 | 6.2240920862 |
| 2017-11-01 | 6.2613620041 |
| 2017-12-01 | 6.3333285291 |
| 2018-01-01 | 6.2639217467 |
| 2018-02-01 | 6.2186998519 |
| 2018-03-01 | 6.2482036990 |
| 2018-04-01 | 6.1674395734 |
| 2018-05-01 | 6.0985037377 |
| 2018-06-01 | 6.0404649345 |
| 2018-07-01 | 6.1551701298 |
| 2018-08-01 | 5.9543606170 |
| 2018-09-01 | 5.9838702684 |
| 2018-10-01 | 6.0134573253 |
| 2018-11-01 | 5.9775359200 |
| 2018-12-01 | 5.9447665653 |
| 2019-01-01 | 5.9799149055 |
| 2019-02-01 | 5.7383118901 |
| 2019-03-01 | 5.9635419168 |
| 2019-04-01 | 5.9997624136 |
| 2019-05-01 | 5.9229232095 |
| 2019-06-01 | 5.9285037657 |
| 2019-07-01 | 5.9071658136 |
| 2019-08-01 | 5.9287212450 |
| 2019-09-01 | 5.8437525589 |
| 2019-10-01 | 5.9020135001 |
| 2019-11-01 | 6.0004111545 |
| 2019-12-01 | 5.5578232876 |
| 2020-01-01 | 5.8975436394 |
| 2020-02-01 | 6.1537580280 |
| 2020-03-01 | 5.8772446798 |
| 2020-04-01 | 3.4175188542 |
| 2020-05-01 | 4.5327743516 |
| 2020-06-01 | 4.8199824638 |
| 2020-07-01 | 4.8858336122 |
| 2020-08-01 | 5.1013244343 |
| 2020-09-01 | 4.9192001668 |
| 2020-10-01 | 4.6963501970 |
| 2020-11-01 | 4.5174046630 |
| 2020-12-01 | 4.5642849203 |
| 2021-01-01 | 4.6181035567 |
| 2021-02-01 | 5.0587144258 |
| 2021-03-01 | 5.1770252419 |
| 2021-04-01 | 5.2187768365 |
| 2021-05-01 | 5.3356361869 |
| 2021-06-01 | 5.3184442930 |
| 2021-07-01 | 5.3878798633 |
| 2021-08-01 | 5.4950632079 |
| 2021-09-01 | 5.6991904056 |
| 2021-10-01 | 5.4894902957 |
| 2021-11-01 | 5.4322307860 |
| 2021-12-01 | 5.2681417984 |
| 2022-01-01 | 5.4278710492 |
| 2022-02-01 | 5.6570734978 |
| 2022-03-01 | 5.4643609947 |
| 2022-04-01 | 5.5183399062 |
| 2022-05-01 | 5.4304608823 |
| 2022-06-01 | 5.5236338768 |
| 2022-07-01 | 5.4042373831 |
| 2022-08-01 | 5.3906542242 |
| 2022-09-01 | 5.4988203591 |
| 2022-10-01 | 5.4846461324 |
| 2022-11-01 | 5.5400474906 |
| 2022-12-01 | 5.0608348573 |
| 2023-01-01 | 5.6456588292 |
| 2023-02-01 | 5.5486299704 |
| 2023-03-01 | 5.5424487928 |
| 2023-04-01 | 5.5117319442 |
| 2023-05-01 | 5.5266537395 |
| 2023-06-01 | 5.5290775726 |
| 2023-07-01 | 5.6130876298 |
| 2023-08-01 | 5.7045067014 |
| 2023-09-01 | 5.6068574751 |
| 2023-10-01 | 5.6821841312 |
| 2023-11-01 | 5.4403292630 |
| 2023-12-01 | 5.7554963932 |
| 2024-01-01 | 6.0523712116 |
| 2024-02-01 | 5.6445363071 |
| 2024-03-01 | 5.9261916833 |
| 2024-04-01 | 5.9078067753 |
| 2024-05-01 | 5.8207684595 |
| 2024-06-01 | 5.7345187202 |
| 2024-07-01 | 5.7135533825 |
| 2024-08-01 | 5.7079136962 |
| 2024-09-01 | 5.8229344719 |
| 2024-10-01 | 5.8825545349 |
| 2024-11-01 | 5.9375751679 |
| 2024-12-01 | 5.9530115496 |
| 2025-01-01 | 5.8646870589 |
| 2025-02-01 | 6.0414562167 |
| 2025-03-01 | 5.8138921459 |
| 2025-04-01 | 5.8040826408 |
| 2025-05-01 | 5.9156676857 |
| 2025-06-01 | 5.9349358976 |
| 2025-07-01 | 5.9057056739 |
| 2025-08-01 | 5.9155299701 |
| 2025-09-01 | 5.9298763197 |
| 2025-10-01 | 5.8850119331 |
| 2025-11-01 | 5.8361809578 |
| 2025-12-01 | 5.6544786637 |
| 2026-01-01 | 5.7699728991 |
| 2026-02-01 | 5.8443163548 |
| 2026-03-01 | 5.9127581527 |
| 2026-04-01 | 5.9063967227 |
| 2026-05-01 | 5.9076539753 |
| 2026-06-01 | 5.9327346020 |
| 2026-07-01 | 5.9974058970 |
| 2026-08-01 | 5.9139293041 |
| 2026-09-01 | 5.8322367831 |