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 2026-08-01 |
| Last Updated | 2026-09-18 12:12 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 | 4.5280094660 |
| 1990-02-01 | 4.5515824910 |
| 1990-03-01 | 4.5293650370 |
| 1990-04-01 | 4.5549692664 |
| 1990-05-01 | 4.5468202437 |
| 1990-06-01 | 4.5470676742 |
| 1990-07-01 | 4.6907687677 |
| 1990-08-01 | 4.7166818967 |
| 1990-09-01 | 4.7826184091 |
| 1990-10-01 | 4.7262250804 |
| 1990-11-01 | 4.7228554819 |
| 1990-12-01 | 4.8065343893 |
| 1991-01-01 | 4.6254763177 |
| 1991-02-01 | 4.6535320925 |
| 1991-03-01 | 4.7284273791 |
| 1991-04-01 | 4.6521302002 |
| 1991-05-01 | 4.7461449525 |
| 1991-06-01 | 4.7411113243 |
| 1991-07-01 | 4.7925328231 |
| 1991-08-01 | 4.8191387510 |
| 1991-09-01 | 4.7802520379 |
| 1991-10-01 | 4.8350855483 |
| 1991-11-01 | 4.8242185865 |
| 1991-12-01 | 4.8128086368 |
| 1992-01-01 | 4.8220578514 |
| 1992-02-01 | 4.8547525194 |
| 1992-03-01 | 4.8206893921 |
| 1992-04-01 | 4.8489821511 |
| 1992-05-01 | 4.8407121238 |
| 1992-06-01 | 4.8347806023 |
| 1992-07-01 | 4.7957605527 |
| 1992-08-01 | 4.8255922830 |
| 1992-09-01 | 4.8760030193 |
| 1992-10-01 | 4.9475956623 |
| 1992-11-01 | 4.9256793544 |
| 1992-12-01 | 5.0229445256 |
| 1993-01-01 | 5.0178865403 |
| 1993-02-01 | 5.0547935936 |
| 1993-03-01 | 5.0126997310 |
| 1993-04-01 | 5.0439392355 |
| 1993-05-01 | 5.0368018817 |
| 1993-06-01 | 5.0284513016 |
| 1993-07-01 | 4.9994826805 |
| 1993-08-01 | 4.9286546301 |
| 1993-09-01 | 4.9634740561 |
| 1993-10-01 | 4.9636530267 |
| 1993-11-01 | 5.0316897156 |
| 1993-12-01 | 5.1306376539 |
| 1994-01-01 | 5.0176480377 |
| 1994-02-01 | 4.9511084801 |
| 1994-03-01 | 5.0040289966 |
| 1994-04-01 | 5.0455082721 |
| 1994-05-01 | 5.0363001609 |
| 1994-06-01 | 5.1298492815 |
| 1994-07-01 | 5.0961495566 |
| 1994-08-01 | 5.1284396893 |
| 1994-09-01 | 5.1461742087 |
| 1994-10-01 | 5.0753263617 |
| 1994-11-01 | 5.1341510260 |
| 1994-12-01 | 5.1370635397 |
| 1995-01-01 | 5.3230983922 |
| 1995-02-01 | 5.2460982504 |
| 1995-03-01 | 5.2998975919 |
| 1995-04-01 | 5.2516687063 |
| 1995-05-01 | 5.3445191658 |
| 1995-06-01 | 5.2349580798 |
| 1995-07-01 | 5.2870845988 |
| 1995-08-01 | 5.2217652651 |
| 1995-09-01 | 5.3240745101 |
| 1995-10-01 | 5.3820776480 |
| 1995-11-01 | 5.4345765228 |
| 1995-12-01 | 5.4418498346 |
| 1996-01-01 | 5.5338734001 |
| 1996-02-01 | 5.5404539837 |
| 1996-03-01 | 5.5982901505 |
| 1996-04-01 | 5.6628784486 |
| 1996-05-01 | 5.6470720623 |
| 1996-06-01 | 5.6492750737 |
| 1996-07-01 | 5.5774760880 |
| 1996-08-01 | 5.6175756199 |
| 1996-09-01 | 5.5118522782 |
| 1996-10-01 | 5.3740260568 |
| 1996-11-01 | 5.3285895049 |
| 1996-12-01 | 5.3427857323 |
| 1997-01-01 | 5.2467724415 |
| 1997-02-01 | 5.2368454488 |
| 1997-03-01 | 5.2037450251 |
| 1997-04-01 | 5.1656401866 |
| 1997-05-01 | 3.8453165721 |
| 1997-06-01 | 4.5638308459 |
| 1997-07-01 | 4.7747522141 |
| 1997-08-01 | 4.8169431389 |
| 1997-09-01 | 4.9089667087 |
| 1997-10-01 | 4.9637763061 |
| 1997-11-01 | 4.9244214993 |
| 1997-12-01 | 4.8381489006 |
| 1998-01-01 | 4.9571677754 |
| 1998-02-01 | 5.0335294213 |
| 1998-03-01 | 5.0049139890 |
| 1998-04-01 | 4.9577421124 |
| 1998-05-01 | 4.9337577303 |
| 1998-06-01 | 4.9763477299 |
| 1998-07-01 | 4.9856571007 |
| 1998-08-01 | 4.9359222378 |
| 1998-09-01 | 4.9226914743 |
| 1998-10-01 | 4.8455299015 |
| 1998-11-01 | 4.9166975703 |
| 1998-12-01 | 4.8314090260 |
| 1999-01-01 | 4.8557355919 |
| 1999-02-01 | 4.8294270509 |
| 1999-03-01 | 4.7985925231 |
| 1999-04-01 | 4.8407467052 |
| 1999-05-01 | 4.9225933724 |
| 1999-06-01 | 4.8847163371 |
| 1999-07-01 | 4.9083627150 |
| 1999-08-01 | 4.9687506079 |
| 1999-09-01 | 4.9458398788 |
| 1999-10-01 | 5.0355391564 |
| 1999-11-01 | 5.0008583509 |
| 1999-12-01 | 5.0219820186 |
| 2000-01-01 | 4.9452022065 |
| 2000-02-01 | 4.9170807143 |
| 2000-03-01 | 4.8793642305 |
| 2000-04-01 | 4.9258936341 |
| 2000-05-01 | 4.9112654737 |
| 2000-06-01 | 4.8969930816 |
| 2000-07-01 | 5.0475822555 |
| 2000-08-01 | 5.0149099509 |
| 2000-09-01 | 4.9780764558 |
| 2000-10-01 | 4.9137757786 |
| 2000-11-01 | 4.8780207875 |
| 2000-12-01 | 4.9023820672 |
| 2001-01-01 | 4.9271689781 |
| 2001-02-01 | 4.8950089603 |
| 2001-03-01 | 5.0558840211 |
| 2001-04-01 | 5.1275843588 |
| 2001-05-01 | 5.1186988176 |
| 2001-06-01 | 5.1147657050 |
| 2001-07-01 | 4.9834494979 |
| 2001-08-01 | 4.9564487335 |
| 2001-09-01 | 4.9976518896 |
| 2001-10-01 | 5.1965319821 |
| 2001-11-01 | 5.0543692203 |
| 2001-12-01 | 5.0759872312 |
| 2002-01-01 | 5.2085362100 |
| 2002-02-01 | 5.1667462310 |
| 2002-03-01 | 5.0288150915 |
| 2002-04-01 | 5.2423063378 |
| 2002-05-01 | 5.2458062920 |
| 2002-06-01 | 5.4351155374 |
| 2002-07-01 | 5.2161562017 |
| 2002-08-01 | 5.1961832520 |
| 2002-09-01 | 5.2077643399 |
| 2002-10-01 | 5.1694427087 |
| 2002-11-01 | 5.3290538774 |
| 2002-12-01 | 5.2453502648 |
| 2003-01-01 | 5.1919415383 |
| 2003-02-01 | 5.2332980430 |
| 2003-03-01 | 5.2057200017 |
| 2003-04-01 | 5.1783548785 |
| 2003-05-01 | 5.1849408808 |
| 2003-06-01 | 5.1584326124 |
| 2003-07-01 | 5.1360929055 |
| 2003-08-01 | 5.2200216852 |
| 2003-09-01 | 5.2045732622 |
| 2003-10-01 | 5.3438395016 |
| 2003-11-01 | 5.3056038915 |
| 2003-12-01 | 5.3231262108 |
| 2004-01-01 | 5.2785626793 |
| 2004-02-01 | 5.3071306780 |
| 2004-03-01 | 5.2891090252 |
| 2004-04-01 | 5.2138782068 |
| 2004-05-01 | 5.1235980524 |
| 2004-06-01 | 5.1762128475 |
| 2004-07-01 | 5.4532435848 |
| 2004-08-01 | 5.6288616444 |
| 2004-09-01 | 5.5086443448 |
| 2004-10-01 | 5.4151499240 |
| 2004-11-01 | 5.3857726101 |
| 2004-12-01 | 5.4008941796 |
| 2005-01-01 | 5.6602144688 |
| 2005-02-01 | 5.3961393830 |
| 2005-03-01 | 5.3843014205 |
| 2005-04-01 | 5.4460491236 |
| 2005-05-01 | 5.2611900367 |
| 2005-06-01 | 5.3879748109 |
| 2005-07-01 | 5.4600147707 |
| 2005-08-01 | 5.4226447816 |
| 2005-09-01 | 5.5076022780 |
| 2005-10-01 | 5.4976830938 |
| 2005-11-01 | 5.5738944528 |
| 2005-12-01 | 5.5910789885 |
| 2006-01-01 | 5.4375531173 |
| 2006-02-01 | 5.6021305994 |
| 2006-03-01 | 5.5871641264 |
| 2006-04-01 | 5.4535346408 |
| 2006-05-01 | 5.5929053624 |
| 2006-06-01 | 5.4867657656 |
| 2006-07-01 | 5.4659708052 |
| 2006-08-01 | 5.5196914346 |
| 2006-09-01 | 5.5160779270 |
| 2006-10-01 | 5.5917515895 |
| 2006-11-01 | 5.4589077511 |
| 2006-12-01 | 5.4784976867 |
| 2007-01-01 | 5.6144714357 |
| 2007-02-01 | 5.8158346207 |
| 2007-03-01 | 5.7923649065 |
| 2007-04-01 | 5.6509230847 |
| 2007-05-01 | 5.9102822775 |
| 2007-06-01 | 5.9900068144 |
| 2007-07-01 | 5.9725915045 |
| 2007-08-01 | 6.0208253614 |
| 2007-09-01 | 5.9321453486 |
| 2007-10-01 | 5.9861785342 |
| 2007-11-01 | 6.0398962751 |
| 2007-12-01 | 6.0695147723 |
| 2008-01-01 | 6.0900475225 |
| 2008-02-01 | 5.9311033245 |
| 2008-03-01 | 5.8939448670 |
| 2008-04-01 | 6.0397646025 |
| 2008-05-01 | 5.8234773428 |
| 2008-06-01 | 5.9001358638 |
| 2008-07-01 | 5.8840849970 |
| 2008-08-01 | 5.9250657196 |
| 2008-09-01 | 5.9581748158 |
| 2008-10-01 | 5.8836130165 |
| 2008-11-01 | 5.9157613482 |
| 2008-12-01 | 5.8451519584 |
| 2009-01-01 | 5.8668111341 |
| 2009-02-01 | 5.8401791340 |
| 2009-03-01 | 5.7937834695 |
| 2009-04-01 | 5.6301765544 |
| 2009-05-01 | 5.8369910792 |
| 2009-06-01 | 5.9204553947 |
| 2009-07-01 | 5.9028375682 |
| 2009-08-01 | 5.8362628197 |
| 2009-09-01 | 5.8769592100 |
| 2009-10-01 | 5.7725606340 |
| 2009-11-01 | 5.7949636233 |
| 2009-12-01 | 5.8231880064 |
| 2010-01-01 | 5.7423065203 |
| 2010-02-01 | 5.5369867456 |
| 2010-03-01 | 5.8882622193 |
| 2010-04-01 | 5.9274857213 |
| 2010-05-01 | 5.9544989891 |
| 2010-06-01 | 5.8452233504 |
| 2010-07-01 | 5.9227162711 |
| 2010-08-01 | 5.8526507379 |
| 2010-09-01 | 5.7924117997 |
| 2010-10-01 | 5.9596135439 |
| 2010-11-01 | 5.8728373933 |
| 2010-12-01 | 5.7972261382 |
| 2011-01-01 | 5.8327503442 |
| 2011-02-01 | 5.7232690392 |
| 2011-03-01 | 5.7760022950 |
| 2011-04-01 | 5.7348144404 |
| 2011-05-01 | 5.7607040238 |
| 2011-06-01 | 5.7670719037 |
| 2011-07-01 | 5.8483053490 |
| 2011-08-01 | 5.9704130248 |
| 2011-09-01 | 6.2100230763 |
| 2011-10-01 | 5.9370856508 |
| 2011-11-01 | 5.9572845175 |
| 2011-12-01 | 6.1827236789 |
| 2012-01-01 | 6.3256572395 |
| 2012-02-01 | 6.2058656005 |
| 2012-03-01 | 6.1640409650 |
| 2012-04-01 | 6.2481668688 |
| 2012-05-01 | 6.1550852109 |
| 2012-06-01 | 6.1773359895 |
| 2012-07-01 | 6.0734362354 |
| 2012-08-01 | 6.0845675398 |
| 2012-09-01 | 6.1272612205 |
| 2012-10-01 | 6.1287108200 |
| 2012-11-01 | 6.0431146202 |
| 2012-12-01 | 6.0732338226 |
| 2013-01-01 | 6.1202859701 |
| 2013-02-01 | 6.0936149761 |
| 2013-03-01 | 6.0565507768 |
| 2013-04-01 | 5.9524912307 |
| 2013-05-01 | 5.9433351845 |
| 2013-06-01 | 5.9745633601 |
| 2013-07-01 | 6.0989389270 |
| 2013-08-01 | 6.0990072665 |
| 2013-09-01 | 6.1376875642 |
| 2013-10-01 | 6.2242589809 |
| 2013-11-01 | 6.2386718865 |
| 2013-12-01 | 6.1810805140 |
| 2014-01-01 | 6.1060446371 |
| 2014-02-01 | 6.3805671188 |
| 2014-03-01 | 6.1490351939 |
| 2014-04-01 | 5.9657527541 |
| 2014-05-01 | 6.1342964209 |
| 2014-06-01 | 6.1651497829 |
| 2014-07-01 | 6.1083381937 |
| 2014-08-01 | 6.1066447164 |
| 2014-09-01 | 6.0431597411 |
| 2014-10-01 | 6.0293904715 |
| 2014-11-01 | 6.0373411061 |
| 2014-12-01 | 6.0917089538 |
| 2015-01-01 | 5.9948093771 |
| 2015-02-01 | 6.0781797334 |
| 2015-03-01 | 6.0377490044 |
| 2015-04-01 | 6.3802993352 |
| 2015-05-01 | 6.3329749535 |
| 2015-06-01 | 6.1573124246 |
| 2015-07-01 | 6.0939504156 |
| 2015-08-01 | 6.1114178995 |
| 2015-09-01 | 6.1464333909 |
| 2015-10-01 | 6.1297515251 |
| 2015-11-01 | 6.2436759992 |
| 2015-12-01 | 6.2064434205 |
| 2016-01-01 | 6.2781676277 |
| 2016-02-01 | 5.9839728800 |
| 2016-03-01 | 6.3317499954 |
| 2016-04-01 | 6.4020480433 |
| 2016-05-01 | 6.4442253385 |
| 2016-06-01 | 6.0531199436 |
| 2016-07-01 | 6.1606105666 |
| 2016-08-01 | 6.2023922886 |
| 2016-09-01 | 6.5424851348 |
| 2016-10-01 | 6.2319732206 |
| 2016-11-01 | 6.1459206938 |
| 2016-12-01 | 6.1162029824 |
| 2017-01-01 | 6.2688356617 |
| 2017-02-01 | 6.2996449734 |
| 2017-03-01 | 6.2367617046 |
| 2017-04-01 | 6.1295544591 |
| 2017-05-01 | 6.1699947197 |
| 2017-06-01 | 6.2468638581 |
| 2017-07-01 | 6.2101334052 |
| 2017-08-01 | 6.2863803611 |
| 2017-09-01 | 6.2163602762 |
| 2017-10-01 | 6.2240903264 |
| 2017-11-01 | 6.2610634310 |
| 2017-12-01 | 6.3334497303 |
| 2018-01-01 | 6.2641099151 |
| 2018-02-01 | 6.2186310915 |
| 2018-03-01 | 6.2483780576 |
| 2018-04-01 | 6.1674778033 |
| 2018-05-01 | 6.0988364588 |
| 2018-06-01 | 6.0403170847 |
| 2018-07-01 | 6.1550573796 |
| 2018-08-01 | 5.9543041043 |
| 2018-09-01 | 5.9836136406 |
| 2018-10-01 | 6.0134903901 |
| 2018-11-01 | 5.9769515632 |
| 2018-12-01 | 5.9449360048 |
| 2019-01-01 | 5.9802055345 |
| 2019-02-01 | 5.7386172073 |
| 2019-03-01 | 5.9637277932 |
| 2019-04-01 | 5.9997616020 |
| 2019-05-01 | 5.9233212001 |
| 2019-06-01 | 5.9282439112 |
| 2019-07-01 | 5.9069939155 |
| 2019-08-01 | 5.9286516148 |
| 2019-09-01 | 5.8433542091 |
| 2019-10-01 | 5.9020849184 |
| 2019-11-01 | 5.9995487501 |
| 2019-12-01 | 5.5580743724 |
| 2020-01-01 | 5.8979455723 |
| 2020-02-01 | 6.1544192663 |
| 2020-03-01 | 5.8774089218 |
| 2020-04-01 | 3.4175024520 |
| 2020-05-01 | 4.5331354811 |
| 2020-06-01 | 4.8197001722 |
| 2020-07-01 | 4.8856538159 |
| 2020-08-01 | 5.1012436375 |
| 2020-09-01 | 4.9187170095 |
| 2020-10-01 | 4.6963666736 |
| 2020-11-01 | 4.5162641904 |
| 2020-12-01 | 4.5643766898 |
| 2021-01-01 | 4.6184717348 |
| 2021-02-01 | 5.0598681213 |
| 2021-03-01 | 5.1772175245 |
| 2021-04-01 | 5.2189364084 |
| 2021-05-01 | 5.3362546696 |
| 2021-06-01 | 5.3183750854 |
| 2021-07-01 | 5.3877573678 |
| 2021-08-01 | 5.4948418734 |
| 2021-09-01 | 5.6983949912 |
| 2021-10-01 | 5.4890798505 |
| 2021-11-01 | 5.4304617813 |
| 2021-12-01 | 5.2678622806 |
| 2022-01-01 | 5.4281155119 |
| 2022-02-01 | 5.6585577669 |
| 2022-03-01 | 5.4649451800 |
| 2022-04-01 | 5.5193523909 |
| 2022-05-01 | 5.4319670557 |
| 2022-06-01 | 5.5244246436 |
| 2022-07-01 | 5.4043611961 |
| 2022-08-01 | 5.3899287376 |
| 2022-09-01 | 5.4970007429 |
| 2022-10-01 | 5.4828067733 |
| 2022-11-01 | 5.5370554596 |
| 2022-12-01 | 5.0601586501 |
| 2023-01-01 | 5.6452276933 |
| 2023-02-01 | 5.5502460553 |
| 2023-03-01 | 5.5436225399 |
| 2023-04-01 | 5.5142905989 |
| 2023-05-01 | 5.5303818326 |
| 2023-06-01 | 5.5331373868 |
| 2023-07-01 | 5.6171330244 |
| 2023-08-01 | 5.7019806396 |
| 2023-09-01 | 5.5975799580 |
| 2023-10-01 | 5.6767843838 |
| 2023-11-01 | 5.4363409044 |
| 2023-12-01 | 5.7553260029 |
| 2024-01-01 | 6.0521926646 |
| 2024-02-01 | 5.6467395592 |
| 2024-03-01 | 5.9286615183 |
| 2024-04-01 | 5.9123738821 |
| 2024-05-01 | 5.8271694471 |
| 2024-06-01 | 5.7423047481 |
| 2024-07-01 | 5.7217968976 |
| 2024-08-01 | 5.7024295016 |
| 2024-09-01 | 5.8062667546 |
| 2024-10-01 | 5.8729467201 |
| 2024-11-01 | 5.9324717636 |
| 2024-12-01 | 5.9536193923 |
| 2025-01-01 | 5.8648702997 |
| 2025-02-01 | 6.0441943388 |
| 2025-03-01 | 5.8175413674 |
| 2025-04-01 | 5.8104671580 |
| 2025-05-01 | 5.9248014833 |
| 2025-06-01 | 5.9466869566 |
| 2025-07-01 | 5.9189371431 |
| 2025-08-01 | 5.9066013875 |
| 2025-09-01 | 5.9053829933 |
| 2025-10-01 | 5.8712466756 |
| 2025-11-01 | 5.8303449953 |
| 2025-12-01 | 5.6560197287 |
| 2026-01-01 | 5.7710900599 |
| 2026-02-01 | 5.8478086336 |
| 2026-03-01 | 5.9175744152 |
| 2026-04-01 | 5.9141235670 |
| 2026-05-01 | 5.9185270084 |
| 2026-06-01 | 5.9466537976 |
| 2026-07-01 | 6.0128380202 |
| 2026-08-01 | 6.0021312047 |