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 2025-11-01 |
| Last Updated | 2026-01-07 9:56 PM CST |
| 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 | 4.52807090318363 |
| 1990-02-01 | 4.55158665783001 |
| 1990-03-01 | 4.52937078329115 |
| 1990-04-01 | 4.55501782218028 |
| 1990-05-01 | 4.54682467724244 |
| 1990-06-01 | 4.54710615699103 |
| 1990-07-01 | 4.69076480828504 |
| 1990-08-01 | 4.71665498117456 |
| 1990-09-01 | 4.78255769433764 |
| 1990-10-01 | 4.72620608059345 |
| 1990-11-01 | 4.72282877587902 |
| 1990-12-01 | 4.80650910028671 |
| 1991-01-01 | 4.62551926446723 |
| 1991-02-01 | 4.65355345609540 |
| 1991-03-01 | 4.72843235180048 |
| 1991-04-01 | 4.65217797785343 |
| 1991-05-01 | 4.74615542359440 |
| 1991-06-01 | 4.74117572103012 |
| 1991-07-01 | 4.79252873088924 |
| 1991-08-01 | 4.81910285684166 |
| 1991-09-01 | 4.78018875069227 |
| 1991-10-01 | 4.83504402073686 |
| 1991-11-01 | 4.82418039466809 |
| 1991-12-01 | 4.81276763390222 |
| 1992-01-01 | 4.82207041902074 |
| 1992-02-01 | 4.85478570921281 |
| 1992-03-01 | 4.82068944326454 |
| 1992-04-01 | 4.84902174423533 |
| 1992-05-01 | 4.84092265708569 |
| 1992-06-01 | 4.83485265903590 |
| 1992-07-01 | 4.79574654699191 |
| 1992-08-01 | 4.82542356306890 |
| 1992-09-01 | 4.87593300216972 |
| 1992-10-01 | 4.94751126718482 |
| 1992-11-01 | 4.92561357299580 |
| 1992-12-01 | 5.02287963001473 |
| 1993-01-01 | 5.01786906118895 |
| 1993-02-01 | 5.05486507889816 |
| 1993-03-01 | 5.01273606617537 |
| 1993-04-01 | 5.04401111317726 |
| 1993-05-01 | 5.03725056389016 |
| 1993-06-01 | 5.02854794497512 |
| 1993-07-01 | 4.99944441466771 |
| 1993-08-01 | 4.92832456590948 |
| 1993-09-01 | 4.96334739497002 |
| 1993-10-01 | 4.96348002155647 |
| 1993-11-01 | 5.03156001959549 |
| 1993-12-01 | 5.13052046830302 |
| 1994-01-01 | 5.01759073873367 |
| 1994-02-01 | 4.95120707795012 |
| 1994-03-01 | 5.00414641596714 |
| 1994-04-01 | 5.04571850494894 |
| 1994-05-01 | 5.03711525001880 |
| 1994-06-01 | 5.13024762667816 |
| 1994-07-01 | 5.09579039243392 |
| 1994-08-01 | 5.12777494489333 |
| 1994-09-01 | 5.14590989033614 |
| 1994-10-01 | 5.07507071911634 |
| 1994-11-01 | 5.13397087734916 |
| 1994-12-01 | 5.13691166065606 |
| 1995-01-01 | 5.32305932015229 |
| 1995-02-01 | 5.24627331141241 |
| 1995-03-01 | 5.30014340895313 |
| 1995-04-01 | 5.25206276181219 |
| 1995-05-01 | 5.34553069897338 |
| 1995-06-01 | 5.23567808580180 |
| 1995-07-01 | 5.28639189397504 |
| 1995-08-01 | 5.22086005160066 |
| 1995-09-01 | 5.32363617231127 |
| 1995-10-01 | 5.38172850155364 |
| 1995-11-01 | 5.43434970956461 |
| 1995-12-01 | 5.44168028938691 |
| 1996-01-01 | 5.53388078096656 |
| 1996-02-01 | 5.54068434221890 |
| 1996-03-01 | 5.59864998476299 |
| 1996-04-01 | 5.66343658378643 |
| 1996-05-01 | 5.64824863411921 |
| 1996-06-01 | 5.65027131918699 |
| 1996-07-01 | 5.57645234156409 |
| 1996-08-01 | 5.61644996561995 |
| 1996-09-01 | 5.51127520846261 |
| 1996-10-01 | 5.37363801944561 |
| 1996-11-01 | 5.32836022404237 |
| 1996-12-01 | 5.34264777579680 |
| 1997-01-01 | 5.24686729009664 |
| 1997-02-01 | 5.23713915304558 |
| 1997-03-01 | 5.20418921541304 |
| 1997-04-01 | 5.16627373210768 |
| 1997-05-01 | 3.84634336295678 |
| 1997-06-01 | 4.56482161452361 |
| 1997-07-01 | 4.77366113402877 |
| 1997-08-01 | 4.81590605333112 |
| 1997-09-01 | 4.90835559114761 |
| 1997-10-01 | 4.96338618718270 |
| 1997-11-01 | 4.92420135977239 |
| 1997-12-01 | 4.83804157601415 |
| 1998-01-01 | 4.95729739549338 |
| 1998-02-01 | 5.03383809333214 |
| 1998-03-01 | 5.00535712270405 |
| 1998-04-01 | 4.95836259216864 |
| 1998-05-01 | 4.93456873447048 |
| 1998-06-01 | 4.97731249705376 |
| 1998-07-01 | 4.98453132553319 |
| 1998-08-01 | 4.93503707463150 |
| 1998-09-01 | 4.92213719748638 |
| 1998-10-01 | 4.84521435959721 |
| 1998-11-01 | 4.91654160711320 |
| 1998-12-01 | 4.83136047098125 |
| 1999-01-01 | 4.85589891707224 |
| 1999-02-01 | 4.82973785898725 |
| 1999-03-01 | 4.79896344444442 |
| 1999-04-01 | 4.84122536574507 |
| 1999-05-01 | 4.92304433655135 |
| 1999-06-01 | 4.88537864602414 |
| 1999-07-01 | 4.90750875169447 |
| 1999-08-01 | 4.96820694437556 |
| 1999-09-01 | 4.94544051617900 |
| 1999-10-01 | 5.03530681397389 |
| 1999-11-01 | 5.00076379872405 |
| 1999-12-01 | 5.02197204695176 |
| 2000-01-01 | 4.94533738430801 |
| 2000-02-01 | 4.91733566919482 |
| 2000-03-01 | 4.87960479241311 |
| 2000-04-01 | 4.92617207834046 |
| 2000-05-01 | 4.91151156018238 |
| 2000-06-01 | 4.89732672612190 |
| 2000-07-01 | 5.04705516791667 |
| 2000-08-01 | 5.01461300870480 |
| 2000-09-01 | 4.97785512832739 |
| 2000-10-01 | 4.91363917224804 |
| 2000-11-01 | 4.87798872188872 |
| 2000-12-01 | 4.90240329136465 |
| 2001-01-01 | 4.92726911152523 |
| 2001-02-01 | 4.89518962849790 |
| 2001-03-01 | 5.05600963323654 |
| 2001-04-01 | 5.12768948500539 |
| 2001-05-01 | 5.11876828779355 |
| 2001-06-01 | 5.11478916287257 |
| 2001-07-01 | 4.98325103850345 |
| 2001-08-01 | 4.95638425604191 |
| 2001-09-01 | 4.99757944114967 |
| 2001-10-01 | 5.19646091213327 |
| 2001-11-01 | 5.05436250655262 |
| 2001-12-01 | 5.07599955386817 |
| 2002-01-01 | 5.20856973312697 |
| 2002-02-01 | 5.16684925620350 |
| 2002-03-01 | 5.02885876789234 |
| 2002-04-01 | 5.24233695191213 |
| 2002-05-01 | 5.24582450182926 |
| 2002-06-01 | 5.43512329100548 |
| 2002-07-01 | 5.21603587918344 |
| 2002-08-01 | 5.19616782819262 |
| 2002-09-01 | 5.20775096070927 |
| 2002-10-01 | 5.16941964559724 |
| 2002-11-01 | 5.32907087764637 |
| 2002-12-01 | 5.24536003795839 |
| 2003-01-01 | 5.19195302284810 |
| 2003-02-01 | 5.23334818008725 |
| 2003-03-01 | 5.20572948805049 |
| 2003-04-01 | 5.17835543183535 |
| 2003-05-01 | 5.18493911433946 |
| 2003-06-01 | 5.15843321108985 |
| 2003-07-01 | 5.13603418349773 |
| 2003-08-01 | 5.22001935442517 |
| 2003-09-01 | 5.20457557246605 |
| 2003-10-01 | 5.34383279385660 |
| 2003-11-01 | 5.30562366926960 |
| 2003-12-01 | 5.32313090692977 |
| 2004-01-01 | 5.27856552286172 |
| 2004-02-01 | 5.30715113115918 |
| 2004-03-01 | 5.28911045351843 |
| 2004-04-01 | 5.21387404900338 |
| 2004-05-01 | 5.12359257387950 |
| 2004-06-01 | 5.17620803469333 |
| 2004-07-01 | 5.45323630688578 |
| 2004-08-01 | 5.62885437779344 |
| 2004-09-01 | 5.50864223134404 |
| 2004-10-01 | 5.41514511117778 |
| 2004-11-01 | 5.38578515312911 |
| 2004-12-01 | 5.40089744627017 |
| 2005-01-01 | 5.66021800463643 |
| 2005-02-01 | 5.39614088302184 |
| 2005-03-01 | 5.38430369152313 |
| 2005-04-01 | 5.44604776161290 |
| 2005-05-01 | 5.26118851865336 |
| 2005-06-01 | 5.38797322554126 |
| 2005-07-01 | 5.46001213788766 |
| 2005-08-01 | 5.42264071558316 |
| 2005-09-01 | 5.50760121771927 |
| 2005-10-01 | 5.49768288290737 |
| 2005-11-01 | 5.57389991270344 |
| 2005-12-01 | 5.59107971081743 |
| 2006-01-01 | 5.43755439590689 |
| 2006-02-01 | 5.60213049769938 |
| 2006-03-01 | 5.58716404818185 |
| 2006-04-01 | 5.45353366517583 |
| 2006-05-01 | 5.59290554273190 |
| 2006-06-01 | 5.48676527253844 |
| 2006-07-01 | 5.46597061887750 |
| 2006-08-01 | 5.51969008231608 |
| 2006-09-01 | 5.51607811797137 |
| 2006-10-01 | 5.59175186415367 |
| 2006-11-01 | 5.45890801042837 |
| 2006-12-01 | 5.47849784313948 |
| 2007-01-01 | 5.61447194396665 |
| 2007-02-01 | 5.81583474411555 |
| 2007-03-01 | 5.79236474358045 |
| 2007-04-01 | 5.65092231351545 |
| 2007-05-01 | 5.91028289852425 |
| 2007-06-01 | 5.99000715977509 |
| 2007-07-01 | 5.97259202108268 |
| 2007-08-01 | 6.02082504515845 |
| 2007-09-01 | 5.93214537693198 |
| 2007-10-01 | 5.98617854397500 |
| 2007-11-01 | 6.03989556561900 |
| 2007-12-01 | 6.06951391526197 |
| 2008-01-01 | 6.09004702203493 |
| 2008-02-01 | 5.93110367075716 |
| 2008-03-01 | 5.89394472549222 |
| 2008-04-01 | 6.03976437083506 |
| 2008-05-01 | 5.82347847907403 |
| 2008-06-01 | 5.90013712875239 |
| 2008-07-01 | 5.88408638522954 |
| 2008-08-01 | 5.92506695174511 |
| 2008-09-01 | 5.95817495259622 |
| 2008-10-01 | 5.88361171750287 |
| 2008-11-01 | 5.91575603650426 |
| 2008-12-01 | 5.84515313538785 |
| 2009-01-01 | 5.86680650095783 |
| 2009-02-01 | 5.84018235156341 |
| 2009-03-01 | 5.79378511889155 |
| 2009-04-01 | 5.63017767991829 |
| 2009-05-01 | 5.83699284277136 |
| 2009-06-01 | 5.92045698565011 |
| 2009-07-01 | 5.90283895300125 |
| 2009-08-01 | 5.83626370051158 |
| 2009-09-01 | 5.87695829482469 |
| 2009-10-01 | 5.77255740070492 |
| 2009-11-01 | 5.79495424711647 |
| 2009-12-01 | 5.82319296511891 |
| 2010-01-01 | 5.74230021429490 |
| 2010-02-01 | 5.53699417887179 |
| 2010-03-01 | 5.88826654382738 |
| 2010-04-01 | 5.92748810593904 |
| 2010-05-01 | 5.95450015046039 |
| 2010-06-01 | 5.84522350726107 |
| 2010-07-01 | 5.92271627921260 |
| 2010-08-01 | 5.85264924817537 |
| 2010-09-01 | 5.79240708020669 |
| 2010-10-01 | 5.95960604456597 |
| 2010-11-01 | 5.87282260355696 |
| 2010-12-01 | 5.79723320760766 |
| 2011-01-01 | 5.83274015155351 |
| 2011-02-01 | 5.72332436738341 |
| 2011-03-01 | 5.77600615525071 |
| 2011-04-01 | 5.73479712229507 |
| 2011-05-01 | 5.76070197784895 |
| 2011-06-01 | 5.76706768916835 |
| 2011-07-01 | 5.84829950814372 |
| 2011-08-01 | 5.97040233703086 |
| 2011-09-01 | 6.21000678354720 |
| 2011-10-01 | 5.93706791267240 |
| 2011-11-01 | 5.95726754768391 |
| 2011-12-01 | 6.18273884231327 |
| 2012-01-01 | 6.32566298577826 |
| 2012-02-01 | 6.20598712681565 |
| 2012-03-01 | 6.16406446337503 |
| 2012-04-01 | 6.24813033246031 |
| 2012-05-01 | 6.15502972273255 |
| 2012-06-01 | 6.17733204035945 |
| 2012-07-01 | 6.07342501046964 |
| 2012-08-01 | 6.08454161084233 |
| 2012-09-01 | 6.12722239678325 |
| 2012-10-01 | 6.12867086621582 |
| 2012-11-01 | 6.04308561787279 |
| 2012-12-01 | 6.07325106876153 |
| 2013-01-01 | 6.12030536287196 |
| 2013-02-01 | 6.09391539219855 |
| 2013-03-01 | 6.05660216931716 |
| 2013-04-01 | 5.95244758878727 |
| 2013-05-01 | 5.94313350979302 |
| 2013-06-01 | 5.97456413894922 |
| 2013-07-01 | 6.09893448742912 |
| 2013-08-01 | 6.09896767246475 |
| 2013-09-01 | 6.13760093388478 |
| 2013-10-01 | 6.22418264424871 |
| 2013-11-01 | 6.23860260827961 |
| 2013-12-01 | 6.18104466519272 |
| 2014-01-01 | 6.10601369792277 |
| 2014-02-01 | 6.38139807588958 |
| 2014-03-01 | 6.14904518194947 |
| 2014-04-01 | 5.96566639022302 |
| 2014-05-01 | 6.13391310008058 |
| 2014-06-01 | 6.16513280370935 |
| 2014-07-01 | 6.10832042296708 |
| 2014-08-01 | 6.10657679428660 |
| 2014-09-01 | 6.04301526937630 |
| 2014-10-01 | 6.02926779171333 |
| 2014-11-01 | 6.03723235942262 |
| 2014-12-01 | 6.09163751849616 |
| 2015-01-01 | 5.99475887537769 |
| 2015-02-01 | 6.07957102710441 |
| 2015-03-01 | 6.03772681636158 |
| 2015-04-01 | 6.38016792042869 |
| 2015-05-01 | 6.33241918554249 |
| 2015-06-01 | 6.15721384614891 |
| 2015-07-01 | 6.09387857649367 |
| 2015-08-01 | 6.11131221110910 |
| 2015-09-01 | 6.14624776477316 |
| 2015-10-01 | 6.12961116294677 |
| 2015-11-01 | 6.24354065004114 |
| 2015-12-01 | 6.20631440839045 |
| 2016-01-01 | 6.27803838693933 |
| 2016-02-01 | 5.98622120266328 |
| 2016-03-01 | 6.33159729460807 |
| 2016-04-01 | 6.40179861157316 |
| 2016-05-01 | 6.44350746718051 |
| 2016-06-01 | 6.05285510545369 |
| 2016-07-01 | 6.16041016144926 |
| 2016-08-01 | 6.20221056829409 |
| 2016-09-01 | 6.54228671488169 |
| 2016-10-01 | 6.23187068448313 |
| 2016-11-01 | 6.14584802380090 |
| 2016-12-01 | 6.11588475102930 |
| 2017-01-01 | 6.26867921615862 |
| 2017-02-01 | 6.30313779213053 |
| 2017-03-01 | 6.23643009005198 |
| 2017-04-01 | 6.12933529274362 |
| 2017-05-01 | 6.16858263605776 |
| 2017-06-01 | 6.24659877174824 |
| 2017-07-01 | 6.20970501489183 |
| 2017-08-01 | 6.28555539520728 |
| 2017-09-01 | 6.21626597202152 |
| 2017-10-01 | 6.22283379980649 |
| 2017-11-01 | 6.26482022826593 |
| 2017-12-01 | 6.33154254525405 |
| 2018-01-01 | 6.26250778222535 |
| 2018-02-01 | 6.22380058927630 |
| 2018-03-01 | 6.24822912863405 |
| 2018-04-01 | 6.16739012982230 |
| 2018-05-01 | 6.09683285679584 |
| 2018-06-01 | 6.04003960330352 |
| 2018-07-01 | 6.15434109603139 |
| 2018-08-01 | 5.95277500326315 |
| 2018-09-01 | 5.98305089298915 |
| 2018-10-01 | 6.01093685926695 |
| 2018-11-01 | 5.98422754138194 |
| 2018-12-01 | 5.94203291506279 |
| 2019-01-01 | 5.97657159158512 |
| 2019-02-01 | 5.74847510982492 |
| 2019-03-01 | 5.96325374700482 |
| 2019-04-01 | 5.99925644831943 |
| 2019-05-01 | 5.92004914825830 |
| 2019-06-01 | 5.92711034007340 |
| 2019-07-01 | 5.90508065856575 |
| 2019-08-01 | 5.92583385869610 |
| 2019-09-01 | 5.84231107047737 |
| 2019-10-01 | 5.89880461154857 |
| 2019-11-01 | 6.01143963855181 |
| 2019-12-01 | 5.55542576597965 |
| 2020-01-01 | 5.89370136299136 |
| 2020-02-01 | 6.16916498311674 |
| 2020-03-01 | 5.87696995197385 |
| 2020-04-01 | 3.41572796176717 |
| 2020-05-01 | 4.52732650259629 |
| 2020-06-01 | 4.81500177016841 |
| 2020-07-01 | 4.88030507839398 |
| 2020-08-01 | 5.09642731196357 |
| 2020-09-01 | 4.91718969844605 |
| 2020-10-01 | 4.69507865114829 |
| 2020-11-01 | 4.53506744673288 |
| 2020-12-01 | 4.56620382294548 |
| 2021-01-01 | 4.61364441699351 |
| 2021-02-01 | 5.07876864160488 |
| 2021-03-01 | 5.17994156576676 |
| 2021-04-01 | 5.21445595348411 |
| 2021-05-01 | 5.32508455130331 |
| 2021-06-01 | 5.30625076990325 |
| 2021-07-01 | 5.37359851157099 |
| 2021-08-01 | 5.48048621694459 |
| 2021-09-01 | 5.69304369153528 |
| 2021-10-01 | 5.50259290595008 |
| 2021-11-01 | 5.46616800661540 |
| 2021-12-01 | 5.28153962494814 |
| 2022-01-01 | 5.42377813844073 |
| 2022-02-01 | 5.67367735268956 |
| 2022-03-01 | 5.47271397581752 |
| 2022-04-01 | 5.50762943213807 |
| 2022-05-01 | 5.41151885426403 |
| 2022-06-01 | 5.49935863492746 |
| 2022-07-01 | 5.37476626613581 |
| 2022-08-01 | 5.36427987058741 |
| 2022-09-01 | 5.48954152330114 |
| 2022-10-01 | 5.52592819776496 |
| 2022-11-01 | 5.59905682376441 |
| 2022-12-01 | 5.09087488854367 |
| 2023-01-01 | 5.63164612335118 |
| 2023-02-01 | 5.55782086063430 |
| 2023-03-01 | 5.55759145946475 |
| 2023-04-01 | 5.49029732473665 |
| 2023-05-01 | 5.49639223445186 |
| 2023-06-01 | 5.49193555377736 |
| 2023-07-01 | 5.57481911800998 |
| 2023-08-01 | 5.66591658282670 |
| 2023-09-01 | 5.59054663072680 |
| 2023-10-01 | 5.75671127301366 |
| 2023-11-01 | 5.52785614029606 |
| 2023-12-01 | 5.79882614964310 |
| 2024-01-01 | 6.02988496091497 |
| 2024-02-01 | 5.64117582750642 |
| 2024-03-01 | 5.94454550536546 |
| 2024-04-01 | 5.87567972973346 |
| 2024-05-01 | 5.77980041727213 |
| 2024-06-01 | 5.68703698763229 |
| 2024-07-01 | 5.67012401118848 |
| 2024-08-01 | 5.66260614831689 |
| 2024-09-01 | 5.70326869428951 |
| 2024-10-01 | 5.58518837287123 |
| 2024-11-01 | 5.65193417263916 |
| 2024-12-01 | 5.60366447535804 |
| 2025-01-01 | 5.52775389879959 |
| 2025-02-01 | 5.62731571250840 |
| 2025-03-01 | 5.53497127952535 |
| 2025-04-01 | 5.56419217821697 |
| 2025-05-01 | 5.66720848315574 |
| 2025-06-01 | 5.68269980466544 |
| 2025-07-01 | 5.66428758061990 |
| 2025-08-01 | 5.56298101455930 |
| 2025-09-01 | 5.50460573248301 |
| 2025-10-01 | 5.40832030988722 |
| 2025-11-01 | 5.37117232685968 |