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 2025-09-01 |
| Last Updated | 2025-12-12 2:01 AM 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 | 4.52807921144371 |
| 1990-02-01 | 4.55158769210182 |
| 1990-03-01 | 4.52937060543352 |
| 1990-04-01 | 4.55501902716093 |
| 1990-05-01 | 4.54682256920236 |
| 1990-06-01 | 4.54710675214940 |
| 1990-07-01 | 4.69076260775587 |
| 1990-08-01 | 4.71664786002179 |
| 1990-09-01 | 4.78255269034013 |
| 1990-10-01 | 4.72620605537276 |
| 1990-11-01 | 4.72283025118236 |
| 1990-12-01 | 4.80651336300840 |
| 1991-01-01 | 4.62552742439239 |
| 1991-02-01 | 4.65355775201277 |
| 1991-03-01 | 4.72843136605150 |
| 1991-04-01 | 4.65217745966277 |
| 1991-05-01 | 4.74615180690337 |
| 1991-06-01 | 4.74117519456314 |
| 1991-07-01 | 4.79252614044188 |
| 1991-08-01 | 4.81909486129251 |
| 1991-09-01 | 4.78018496136528 |
| 1991-10-01 | 4.83504102532370 |
| 1991-11-01 | 4.82418347592112 |
| 1991-12-01 | 4.81277485622086 |
| 1992-01-01 | 4.82208095936216 |
| 1992-02-01 | 4.85479760705804 |
| 1992-03-01 | 4.82069337023409 |
| 1992-04-01 | 4.84902596396787 |
| 1992-05-01 | 4.84088577909536 |
| 1992-06-01 | 4.83485506748180 |
| 1992-07-01 | 4.79574632190260 |
| 1992-08-01 | 4.82541706596055 |
| 1992-09-01 | 4.87593141223026 |
| 1992-10-01 | 4.94750581468390 |
| 1992-11-01 | 4.92561949305871 |
| 1992-12-01 | 5.02289195154708 |
| 1993-01-01 | 5.01788425488983 |
| 1993-02-01 | 5.05488771571154 |
| 1993-03-01 | 5.01274632959931 |
| 1993-04-01 | 5.04401865754234 |
| 1993-05-01 | 5.03717675460873 |
| 1993-06-01 | 5.02854795830393 |
| 1993-07-01 | 4.99944053237608 |
| 1993-08-01 | 4.92832967513711 |
| 1993-09-01 | 4.96334367442989 |
| 1993-10-01 | 4.96346841991002 |
| 1993-11-01 | 5.03156679020405 |
| 1993-12-01 | 5.13053805742572 |
| 1994-01-01 | 5.01761363962154 |
| 1994-02-01 | 4.95124573459037 |
| 1994-03-01 | 5.00418058055756 |
| 1994-04-01 | 5.04575770860302 |
| 1994-05-01 | 5.03695051244217 |
| 1994-06-01 | 5.13024678275962 |
| 1994-07-01 | 5.09578066320629 |
| 1994-08-01 | 5.12779138772651 |
| 1994-09-01 | 5.14590518091316 |
| 1994-10-01 | 5.07506199016198 |
| 1994-11-01 | 5.13398009389636 |
| 1994-12-01 | 5.13693198786036 |
| 1995-01-01 | 5.32308982703711 |
| 1995-02-01 | 5.24632589897363 |
| 1995-03-01 | 5.30019708037752 |
| 1995-04-01 | 5.25212704253529 |
| 1995-05-01 | 5.34530506822866 |
| 1995-06-01 | 5.23566944826465 |
| 1995-07-01 | 5.28637044850109 |
| 1995-08-01 | 5.22088559705606 |
| 1995-09-01 | 5.32362852510913 |
| 1995-10-01 | 5.38172229358282 |
| 1995-11-01 | 5.43436098764274 |
| 1995-12-01 | 5.44170197863807 |
| 1996-01-01 | 5.53391818454399 |
| 1996-02-01 | 5.54074604728664 |
| 1996-03-01 | 5.59872351971257 |
| 1996-04-01 | 5.66352892564363 |
| 1996-05-01 | 5.64796636490316 |
| 1996-06-01 | 5.65025968467430 |
| 1996-07-01 | 5.57642416296050 |
| 1996-08-01 | 5.61647512226729 |
| 1996-09-01 | 5.51126789835525 |
| 1996-10-01 | 5.37364153019572 |
| 1996-11-01 | 5.32837459691826 |
| 1996-12-01 | 5.34266797179804 |
| 1997-01-01 | 5.24690629477959 |
| 1997-02-01 | 5.23719745268307 |
| 1997-03-01 | 5.20426024807298 |
| 1997-04-01 | 5.16636091992707 |
| 1997-05-01 | 3.84609188226337 |
| 1997-06-01 | 4.56480203905670 |
| 1997-07-01 | 4.77362413197292 |
| 1997-08-01 | 4.81592858205434 |
| 1997-09-01 | 4.90834722884566 |
| 1997-10-01 | 4.96339354476392 |
| 1997-11-01 | 4.92421508705691 |
| 1997-12-01 | 4.83805846418560 |
| 1998-01-01 | 4.95733196558307 |
| 1998-02-01 | 5.03388748712504 |
| 1998-03-01 | 5.00542288083786 |
| 1998-04-01 | 4.95844593838260 |
| 1998-05-01 | 4.93435367179981 |
| 1998-06-01 | 4.97729350839418 |
| 1998-07-01 | 4.98449450456347 |
| 1998-08-01 | 4.93504825287493 |
| 1998-09-01 | 4.92213250663720 |
| 1998-10-01 | 4.84522909645508 |
| 1998-11-01 | 4.91655536880694 |
| 1998-12-01 | 4.83137238546197 |
| 1999-01-01 | 4.85592450663211 |
| 1999-02-01 | 4.82977140109425 |
| 1999-03-01 | 4.79900534720197 |
| 1999-04-01 | 4.84127661077542 |
| 1999-05-01 | 4.92292058557497 |
| 1999-06-01 | 4.88536033508604 |
| 1999-07-01 | 4.90747596152434 |
| 1999-08-01 | 4.96820762641517 |
| 1999-09-01 | 4.94543848911192 |
| 1999-10-01 | 5.03531951156248 |
| 1999-11-01 | 5.00077554738234 |
| 1999-12-01 | 5.02198073746633 |
| 2000-01-01 | 4.94535338273008 |
| 2000-02-01 | 4.91735495926808 |
| 2000-03-01 | 4.87962710322805 |
| 2000-04-01 | 4.92619789394423 |
| 2000-05-01 | 4.91144908686124 |
| 2000-06-01 | 4.89731649642130 |
| 2000-07-01 | 5.04703431718423 |
| 2000-08-01 | 5.01460710136585 |
| 2000-09-01 | 4.97785599367210 |
| 2000-10-01 | 4.91364944549771 |
| 2000-11-01 | 4.87799803095516 |
| 2000-12-01 | 4.90240906435627 |
| 2001-01-01 | 4.92727716229009 |
| 2001-02-01 | 4.89519622452755 |
| 2001-03-01 | 5.05601283094994 |
| 2001-04-01 | 5.12768879296661 |
| 2001-05-01 | 5.11876428319553 |
| 2001-06-01 | 5.11478302097587 |
| 2001-07-01 | 4.98323779628269 |
| 2001-08-01 | 4.95638119597173 |
| 2001-09-01 | 4.99757950188799 |
| 2001-10-01 | 5.19646446831492 |
| 2001-11-01 | 5.05436705290141 |
| 2001-12-01 | 5.07600272340719 |
| 2002-01-01 | 5.20857241737972 |
| 2002-02-01 | 5.16685129723430 |
| 2002-03-01 | 5.02885953800446 |
| 2002-04-01 | 5.24233666666172 |
| 2002-05-01 | 5.24582348228816 |
| 2002-06-01 | 5.43512158590569 |
| 2002-07-01 | 5.21602945902752 |
| 2002-08-01 | 5.19616720692200 |
| 2002-09-01 | 5.20775128011489 |
| 2002-10-01 | 5.16942172497238 |
| 2002-11-01 | 5.32907309675795 |
| 2002-12-01 | 5.24536082097818 |
| 2003-01-01 | 5.19195343321342 |
| 2003-02-01 | 5.23334841846450 |
| 2003-03-01 | 5.20572942071174 |
| 2003-04-01 | 5.17835529372125 |
| 2003-05-01 | 5.18493907953461 |
| 2003-06-01 | 5.15843288521571 |
| 2003-07-01 | 5.13603161137851 |
| 2003-08-01 | 5.22001926707945 |
| 2003-09-01 | 5.20457568897629 |
| 2003-10-01 | 5.34383371163807 |
| 2003-11-01 | 5.30562500098347 |
| 2003-12-01 | 5.32313103282997 |
| 2004-01-01 | 5.27856554035249 |
| 2004-02-01 | 5.30715112887755 |
| 2004-03-01 | 5.28911036121078 |
| 2004-04-01 | 5.21387387256241 |
| 2004-05-01 | 5.12359240557692 |
| 2004-06-01 | 5.17620757797636 |
| 2004-07-01 | 5.45323607186629 |
| 2004-08-01 | 5.62885402695699 |
| 2004-09-01 | 5.50864214526321 |
| 2004-10-01 | 5.41514550590573 |
| 2004-11-01 | 5.38578600248148 |
| 2004-12-01 | 5.40089748939615 |
| 2005-01-01 | 5.66021799639544 |
| 2005-02-01 | 5.39614080161324 |
| 2005-03-01 | 5.38430360398367 |
| 2005-04-01 | 5.44604764361326 |
| 2005-05-01 | 5.26118846592847 |
| 2005-06-01 | 5.38797303637696 |
| 2005-07-01 | 5.46001209222855 |
| 2005-08-01 | 5.42264053406156 |
| 2005-09-01 | 5.50760124644311 |
| 2005-10-01 | 5.49768293553464 |
| 2005-11-01 | 5.57390036298795 |
| 2005-12-01 | 5.59107973524844 |
| 2006-01-01 | 5.43755438024298 |
| 2006-02-01 | 5.60213042924234 |
| 2006-03-01 | 5.58716397825402 |
| 2006-04-01 | 5.45353360222697 |
| 2006-05-01 | 5.59290554922590 |
| 2006-06-01 | 5.48676526269346 |
| 2006-07-01 | 5.46597063310710 |
| 2006-08-01 | 5.51968999060828 |
| 2006-09-01 | 5.51607814617756 |
| 2006-10-01 | 5.59175189161761 |
| 2006-11-01 | 5.45890803120190 |
| 2006-12-01 | 5.47849785187702 |
| 2007-01-01 | 5.61447194325596 |
| 2007-02-01 | 5.81583472331174 |
| 2007-03-01 | 5.79236473248827 |
| 2007-04-01 | 5.65092232821787 |
| 2007-05-01 | 5.91028296480039 |
| 2007-06-01 | 5.99000721372929 |
| 2007-07-01 | 5.97259207053828 |
| 2007-08-01 | 6.02082500642440 |
| 2007-09-01 | 5.93214535794719 |
| 2007-10-01 | 5.98617840510992 |
| 2007-11-01 | 6.03989550522400 |
| 2007-12-01 | 6.06951386231592 |
| 2008-01-01 | 6.09004699296035 |
| 2008-02-01 | 5.93110366466206 |
| 2008-03-01 | 5.89394475516621 |
| 2008-04-01 | 6.03976446244801 |
| 2008-05-01 | 5.82347864917090 |
| 2008-06-01 | 5.90013733272899 |
| 2008-07-01 | 5.88408657986084 |
| 2008-08-01 | 5.92506708865207 |
| 2008-09-01 | 5.95817489644575 |
| 2008-10-01 | 5.88361106153980 |
| 2008-11-01 | 5.91575536172336 |
| 2008-12-01 | 5.84515306006821 |
| 2009-01-01 | 5.86680654545189 |
| 2009-02-01 | 5.84018252705272 |
| 2009-03-01 | 5.79378542346681 |
| 2009-04-01 | 5.63017810155852 |
| 2009-05-01 | 5.83699332564852 |
| 2009-06-01 | 5.92045744447851 |
| 2009-07-01 | 5.90283929440019 |
| 2009-08-01 | 5.83626382465609 |
| 2009-09-01 | 5.87695796052112 |
| 2009-10-01 | 5.77255587299930 |
| 2009-11-01 | 5.79495256862682 |
| 2009-12-01 | 5.82319257088905 |
| 2010-01-01 | 5.74230027688067 |
| 2010-02-01 | 5.53699478846081 |
| 2010-03-01 | 5.88826765556384 |
| 2010-04-01 | 5.92748951214668 |
| 2010-05-01 | 5.95450153574129 |
| 2010-06-01 | 5.84522458560868 |
| 2010-07-01 | 5.92271686863540 |
| 2010-08-01 | 5.85264903801239 |
| 2010-09-01 | 5.79240583173711 |
| 2010-10-01 | 5.95960276061823 |
| 2010-11-01 | 5.87281857145214 |
| 2010-12-01 | 5.79723104427665 |
| 2011-01-01 | 5.83273859899448 |
| 2011-02-01 | 5.72332820061188 |
| 2011-03-01 | 5.77600662309013 |
| 2011-04-01 | 5.73480979088653 |
| 2011-05-01 | 5.76070359412209 |
| 2011-06-01 | 5.76706867282018 |
| 2011-07-01 | 5.84829905334112 |
| 2011-08-01 | 5.97039903122136 |
| 2011-09-01 | 6.21000060798970 |
| 2011-10-01 | 5.93705929211828 |
| 2011-11-01 | 5.95725936499565 |
| 2011-12-01 | 6.18273503438220 |
| 2012-01-01 | 6.32566249389282 |
| 2012-02-01 | 6.20599838732457 |
| 2012-03-01 | 6.16406847818113 |
| 2012-04-01 | 6.24815908788743 |
| 2012-05-01 | 6.15503553367340 |
| 2012-06-01 | 6.17733126928510 |
| 2012-07-01 | 6.07342046100622 |
| 2012-08-01 | 6.08452992374289 |
| 2012-09-01 | 6.12720454489959 |
| 2012-10-01 | 6.12865094658015 |
| 2012-11-01 | 6.04306852582696 |
| 2012-12-01 | 6.07324241089976 |
| 2013-01-01 | 6.12030417229930 |
| 2013-02-01 | 6.09396926772770 |
| 2013-03-01 | 6.05660655272546 |
| 2013-04-01 | 5.95248745876552 |
| 2013-05-01 | 5.94315946995752 |
| 2013-06-01 | 5.97455514427217 |
| 2013-07-01 | 6.09892229809315 |
| 2013-08-01 | 6.09894300219658 |
| 2013-09-01 | 6.13755623475656 |
| 2013-10-01 | 6.22414367223841 |
| 2013-11-01 | 6.23856371446137 |
| 2013-12-01 | 6.18100977303032 |
| 2014-01-01 | 6.10598348443377 |
| 2014-02-01 | 6.38165488918633 |
| 2014-03-01 | 6.14902248529593 |
| 2014-04-01 | 5.96568566802868 |
| 2014-05-01 | 6.13394658014967 |
| 2014-06-01 | 6.16510788547770 |
| 2014-07-01 | 6.10829288406917 |
| 2014-08-01 | 6.10653418997737 |
| 2014-09-01 | 6.04294089617665 |
| 2014-10-01 | 6.02920567610608 |
| 2014-11-01 | 6.03716853828254 |
| 2014-12-01 | 6.09157522529665 |
| 2015-01-01 | 5.99470054808024 |
| 2015-02-01 | 6.08003443099200 |
| 2015-03-01 | 6.03768566761769 |
| 2015-04-01 | 6.38017835010368 |
| 2015-05-01 | 6.33248048285498 |
| 2015-06-01 | 6.15720133956034 |
| 2015-07-01 | 6.09385572212516 |
| 2015-08-01 | 6.11124913680124 |
| 2015-09-01 | 6.14611323203694 |
| 2015-10-01 | 6.12947585789802 |
| 2015-11-01 | 6.24339516709354 |
| 2015-12-01 | 6.20617660834749 |
| 2016-01-01 | 6.27792401521318 |
| 2016-02-01 | 5.98699367353537 |
| 2016-03-01 | 6.33155985686283 |
| 2016-04-01 | 6.40182558933818 |
| 2016-05-01 | 6.44362633343482 |
| 2016-06-01 | 6.05290965251411 |
| 2016-07-01 | 6.16042701907635 |
| 2016-08-01 | 6.20213061685749 |
| 2016-09-01 | 6.54206373881056 |
| 2016-10-01 | 6.23159170068897 |
| 2016-11-01 | 6.14554610661861 |
| 2016-12-01 | 6.11558448881111 |
| 2017-01-01 | 6.26852340173716 |
| 2017-02-01 | 6.30407983814039 |
| 2017-03-01 | 6.23655157794604 |
| 2017-04-01 | 6.12929430390951 |
| 2017-05-01 | 6.16891073502035 |
| 2017-06-01 | 6.24679142942602 |
| 2017-07-01 | 6.20995695046001 |
| 2017-08-01 | 6.28573522894506 |
| 2017-09-01 | 6.21581732229884 |
| 2017-10-01 | 6.22310649077317 |
| 2017-11-01 | 6.26212773314484 |
| 2017-12-01 | 6.33165415578202 |
| 2018-01-01 | 6.26270773314195 |
| 2018-02-01 | 6.22503541832698 |
| 2018-03-01 | 6.24856479268290 |
| 2018-04-01 | 6.16733186361566 |
| 2018-05-01 | 6.09737493867512 |
| 2018-06-01 | 6.04036147053863 |
| 2018-07-01 | 6.15480884057503 |
| 2018-08-01 | 5.95318396703985 |
| 2018-09-01 | 5.98261201449571 |
| 2018-10-01 | 6.01171581344974 |
| 2018-11-01 | 5.97917640826431 |
| 2018-12-01 | 5.94258326587569 |
| 2019-01-01 | 5.97742684182245 |
| 2019-02-01 | 5.74860428954813 |
| 2019-03-01 | 5.96417087774442 |
| 2019-04-01 | 5.99948177833890 |
| 2019-05-01 | 5.92098958062363 |
| 2019-06-01 | 5.92766357780626 |
| 2019-07-01 | 5.90584756232658 |
| 2019-08-01 | 5.92651424823103 |
| 2019-09-01 | 5.84188684072593 |
| 2019-10-01 | 5.90008175773003 |
| 2019-11-01 | 6.00397616349387 |
| 2019-12-01 | 5.55635066358199 |
| 2020-01-01 | 5.89500791543457 |
| 2020-02-01 | 6.16795511860972 |
| 2020-03-01 | 5.87818701805648 |
| 2020-04-01 | 3.41632035871533 |
| 2020-05-01 | 4.52876872610520 |
| 2020-06-01 | 4.81623501928620 |
| 2020-07-01 | 4.88181083243781 |
| 2020-08-01 | 5.09772159012521 |
| 2020-09-01 | 4.91737609013780 |
| 2020-10-01 | 4.69634986974234 |
| 2020-11-01 | 4.52488370025368 |
| 2020-12-01 | 4.56654600904924 |
| 2021-01-01 | 4.61474708096351 |
| 2021-02-01 | 5.07574637299599 |
| 2021-03-01 | 5.18145825046773 |
| 2021-04-01 | 5.21557042322034 |
| 2021-05-01 | 5.32770246762755 |
| 2021-06-01 | 5.30922839296244 |
| 2021-07-01 | 5.37703052035061 |
| 2021-08-01 | 5.48326173187950 |
| 2021-09-01 | 5.69376045216791 |
| 2021-10-01 | 5.50328315444390 |
| 2021-11-01 | 5.45203927343086 |
| 2021-12-01 | 5.27995401560063 |
| 2022-01-01 | 5.42323271431819 |
| 2022-02-01 | 5.66936585466181 |
| 2022-03-01 | 5.47363717365048 |
| 2022-04-01 | 5.50903867361105 |
| 2022-05-01 | 5.41558594663945 |
| 2022-06-01 | 5.50525151381040 |
| 2022-07-01 | 5.38227436727730 |
| 2022-08-01 | 5.37241592360656 |
| 2022-09-01 | 5.49743476852356 |
| 2022-10-01 | 5.52009279827527 |
| 2022-11-01 | 5.57416869582391 |
| 2022-12-01 | 5.08361050584633 |
| 2023-01-01 | 5.62895568074299 |
| 2023-02-01 | 5.55320360716911 |
| 2023-03-01 | 5.55961764545123 |
| 2023-04-01 | 5.49388728328194 |
| 2023-05-01 | 5.50383690602769 |
| 2023-06-01 | 5.50255018478821 |
| 2023-07-01 | 5.58782617664473 |
| 2023-08-01 | 5.68033941532495 |
| 2023-09-01 | 5.60563114671868 |
| 2023-10-01 | 5.74101170037051 |
| 2023-11-01 | 5.48784851037341 |
| 2023-12-01 | 5.78536834975933 |
| 2024-01-01 | 6.02508795356039 |
| 2024-02-01 | 5.63822485101493 |
| 2024-03-01 | 5.94807609246927 |
| 2024-04-01 | 5.88191270796197 |
| 2024-05-01 | 5.79094117355226 |
| 2024-06-01 | 5.70262064638237 |
| 2024-07-01 | 5.68903867714895 |
| 2024-08-01 | 5.68434212664345 |
| 2024-09-01 | 5.72748869611072 |
| 2024-10-01 | 5.55731974859621 |
| 2024-11-01 | 5.59255252169752 |
| 2024-12-01 | 5.58444782090965 |
| 2025-01-01 | 5.52203335501568 |
| 2025-02-01 | 5.62725674138040 |
| 2025-03-01 | 5.54129867571472 |
| 2025-04-01 | 5.57397922823592 |
| 2025-05-01 | 5.68271251956149 |
| 2025-06-01 | 5.70306452384880 |
| 2025-07-01 | 5.68805479939241 |
| 2025-08-01 | 5.58954577158547 |
| 2025-09-01 | 5.53312351047592 |