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 2026-06-01 |
| Last Updated | 2026-07-22 9:47 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 | 4.52800611646692 |
| 1990-02-01 | 4.55158220357623 |
| 1990-03-01 | 4.52936485530166 |
| 1990-04-01 | 4.55496734582327 |
| 1990-05-01 | 4.54682036952239 |
| 1990-06-01 | 4.54706619043418 |
| 1990-07-01 | 4.69076921289388 |
| 1990-08-01 | 4.71668384938598 |
| 1990-09-01 | 4.78262127848100 |
| 1990-10-01 | 4.72622576681937 |
| 1990-11-01 | 4.72285623292014 |
| 1990-12-01 | 4.80653474009519 |
| 1991-01-01 | 4.62547364405650 |
| 1991-02-01 | 4.65353075805857 |
| 1991-03-01 | 4.72842732628945 |
| 1991-04-01 | 4.65212854125389 |
| 1991-05-01 | 4.74614507446154 |
| 1991-06-01 | 4.74110901905690 |
| 1991-07-01 | 4.79253335988281 |
| 1991-08-01 | 4.81914118942175 |
| 1991-09-01 | 4.78025487138900 |
| 1991-10-01 | 4.83508746319053 |
| 1991-11-01 | 4.82421951568091 |
| 1991-12-01 | 4.81280908175002 |
| 1992-01-01 | 4.82205584450739 |
| 1992-02-01 | 4.85474965151937 |
| 1992-03-01 | 4.82068879412900 |
| 1992-04-01 | 4.84898016322461 |
| 1992-05-01 | 4.84070977305698 |
| 1992-06-01 | 4.83477766329913 |
| 1992-07-01 | 4.79576120549945 |
| 1992-08-01 | 4.82559959717663 |
| 1992-09-01 | 4.87600576270089 |
| 1992-10-01 | 4.94759934987873 |
| 1992-11-01 | 4.92568073285410 |
| 1992-12-01 | 5.02294489059599 |
| 1993-01-01 | 5.01788469843573 |
| 1993-02-01 | 5.05478768616796 |
| 1993-03-01 | 5.01269691027847 |
| 1993-04-01 | 5.04393579931742 |
| 1993-05-01 | 5.03679644839618 |
| 1993-06-01 | 5.02844814271909 |
| 1993-07-01 | 4.99948502097766 |
| 1993-08-01 | 4.92866634923326 |
| 1993-09-01 | 4.96347907750529 |
| 1993-10-01 | 4.96366055690540 |
| 1993-11-01 | 5.03169306992919 |
| 1993-12-01 | 5.13063878812828 |
| 1994-01-01 | 5.01764604949933 |
| 1994-02-01 | 4.95109891470982 |
| 1994-03-01 | 5.00401944770457 |
| 1994-04-01 | 5.04549491944036 |
| 1994-05-01 | 5.03629371173679 |
| 1994-06-01 | 5.12984157027850 |
| 1994-07-01 | 5.09616300324846 |
| 1994-08-01 | 5.12846100348394 |
| 1994-09-01 | 5.14618366414505 |
| 1994-10-01 | 5.07533574973064 |
| 1994-11-01 | 5.13415549752671 |
| 1994-12-01 | 5.13706515642473 |
| 1995-01-01 | 5.32309433059035 |
| 1995-02-01 | 5.24608363809628 |
| 1995-03-01 | 5.29988032603288 |
| 1995-04-01 | 5.25164484392330 |
| 1995-05-01 | 5.34451378424420 |
| 1995-06-01 | 5.23494620947290 |
| 1995-07-01 | 5.28711051606713 |
| 1995-08-01 | 5.22179283684729 |
| 1995-09-01 | 5.32408991097767 |
| 1995-10-01 | 5.38208923993644 |
| 1995-11-01 | 5.43458196916565 |
| 1995-12-01 | 5.44185154486908 |
| 1996-01-01 | 5.53386647332709 |
| 1996-02-01 | 5.54043585012002 |
| 1996-03-01 | 5.59826571064681 |
| 1996-04-01 | 5.66284435589556 |
| 1996-05-01 | 5.64706817215575 |
| 1996-06-01 | 5.64925989659404 |
| 1996-07-01 | 5.57751350661711 |
| 1996-08-01 | 5.61761008532940 |
| 1996-09-01 | 5.51187180682496 |
| 1996-10-01 | 5.37403685759838 |
| 1996-11-01 | 5.32859416683684 |
| 1996-12-01 | 5.34278632726221 |
| 1997-01-01 | 5.24676226101582 |
| 1997-02-01 | 5.23682562412315 |
| 1997-03-01 | 5.20371812261864 |
| 1997-04-01 | 5.16560438144160 |
| 1997-05-01 | 3.84531408671753 |
| 1997-06-01 | 4.56381729165255 |
| 1997-07-01 | 4.77479336625816 |
| 1997-08-01 | 4.81697447033202 |
| 1997-09-01 | 4.90898742221796 |
| 1997-10-01 | 4.96378643403365 |
| 1997-11-01 | 4.92442577496940 |
| 1997-12-01 | 4.83814889281244 |
| 1998-01-01 | 4.95715718030010 |
| 1998-02-01 | 5.03351054299289 |
| 1998-03-01 | 5.00488800057205 |
| 1998-04-01 | 4.95770728489705 |
| 1998-05-01 | 4.93375774925632 |
| 1998-06-01 | 4.97633482533914 |
| 1998-07-01 | 4.98569918864943 |
| 1998-08-01 | 4.93594945295559 |
| 1998-09-01 | 4.92270960881352 |
| 1998-10-01 | 4.84553640370788 |
| 1998-11-01 | 4.91669964352648 |
| 1998-12-01 | 4.83140792530123 |
| 1999-01-01 | 4.85572554969987 |
| 1999-02-01 | 4.82941082998751 |
| 1999-03-01 | 4.79857297780024 |
| 1999-04-01 | 4.84072201023693 |
| 1999-05-01 | 4.92259413940645 |
| 1999-06-01 | 4.88470804293744 |
| 1999-07-01 | 4.90839567007798 |
| 1999-08-01 | 4.96876786419700 |
| 1999-09-01 | 4.94585272736959 |
| 1999-10-01 | 5.03554365979898 |
| 1999-11-01 | 5.00085885533940 |
| 1999-12-01 | 5.02198035354978 |
| 2000-01-01 | 4.94519486236085 |
| 2000-02-01 | 4.91706887768532 |
| 2000-03-01 | 4.87935248177985 |
| 2000-04-01 | 4.92588008586248 |
| 2000-05-01 | 4.91126542162743 |
| 2000-06-01 | 4.89698915673911 |
| 2000-07-01 | 5.04760294371395 |
| 2000-08-01 | 5.01492037339914 |
| 2000-09-01 | 4.97808321868949 |
| 2000-10-01 | 4.91377798023491 |
| 2000-11-01 | 4.87801980946841 |
| 2000-12-01 | 4.90238003712201 |
| 2001-01-01 | 4.92716424308657 |
| 2001-02-01 | 4.89500179960124 |
| 2001-03-01 | 5.05587938857337 |
| 2001-04-01 | 5.12758116370428 |
| 2001-05-01 | 5.11869743263911 |
| 2001-06-01 | 5.11476620317564 |
| 2001-07-01 | 4.98345861657539 |
| 2001-08-01 | 4.95645144567055 |
| 2001-09-01 | 4.99765418395180 |
| 2001-10-01 | 5.19653359261263 |
| 2001-11-01 | 5.05436845135090 |
| 2001-12-01 | 5.07598612374055 |
| 2002-01-01 | 5.20853459554437 |
| 2002-02-01 | 5.16674243342518 |
| 2002-03-01 | 5.02881355982126 |
| 2002-04-01 | 5.24230544868814 |
| 2002-05-01 | 5.24580593983660 |
| 2002-06-01 | 5.43511561527281 |
| 2002-07-01 | 5.21616138709954 |
| 2002-08-01 | 5.19618386637966 |
| 2002-09-01 | 5.20776468875338 |
| 2002-10-01 | 5.16944312181808 |
| 2002-11-01 | 5.32905287711412 |
| 2002-12-01 | 5.24534976420780 |
| 2003-01-01 | 5.19194108082737 |
| 2003-02-01 | 5.23329632133247 |
| 2003-03-01 | 5.20571971070183 |
| 2003-04-01 | 5.17835490215466 |
| 2003-05-01 | 5.18494095575711 |
| 2003-06-01 | 5.15843263110812 |
| 2003-07-01 | 5.13609532031719 |
| 2003-08-01 | 5.22002176863375 |
| 2003-09-01 | 5.20457315805172 |
| 2003-10-01 | 5.34383960573226 |
| 2003-11-01 | 5.30560301030076 |
| 2003-12-01 | 5.32312602679210 |
| 2004-01-01 | 5.27856257573649 |
| 2004-02-01 | 5.30712998310761 |
| 2004-03-01 | 5.28910898609175 |
| 2004-04-01 | 5.21387837446783 |
| 2004-05-01 | 5.12359826516667 |
| 2004-06-01 | 5.17621307650505 |
| 2004-07-01 | 5.45324387057820 |
| 2004-08-01 | 5.62886194585979 |
| 2004-09-01 | 5.50864443040304 |
| 2004-10-01 | 5.41515003835745 |
| 2004-11-01 | 5.38577205288493 |
| 2004-12-01 | 5.40089406041413 |
| 2005-01-01 | 5.66021434779634 |
| 2005-02-01 | 5.39613934672047 |
| 2005-03-01 | 5.38430135399116 |
| 2005-04-01 | 5.44604918367391 |
| 2005-05-01 | 5.26119009518585 |
| 2005-06-01 | 5.38797489004490 |
| 2005-07-01 | 5.46001486778762 |
| 2005-08-01 | 5.42264494821670 |
| 2005-09-01 | 5.50760231221415 |
| 2005-10-01 | 5.49768309612849 |
| 2005-11-01 | 5.57389420189445 |
| 2005-12-01 | 5.59107896298332 |
| 2006-01-01 | 5.43755307727224 |
| 2006-02-01 | 5.60213061871665 |
| 2006-03-01 | 5.58716413838110 |
| 2006-04-01 | 5.45353467083511 |
| 2006-05-01 | 5.59290534854635 |
| 2006-06-01 | 5.48676577760758 |
| 2006-07-01 | 5.46597080596960 |
| 2006-08-01 | 5.51969149540537 |
| 2006-09-01 | 5.51607792279161 |
| 2006-10-01 | 5.59175158621107 |
| 2006-11-01 | 5.45890775038465 |
| 2006-12-01 | 5.47849768963052 |
| 2007-01-01 | 5.61447142405744 |
| 2007-02-01 | 5.81583462216627 |
| 2007-03-01 | 5.79236491118750 |
| 2007-04-01 | 5.65092308467729 |
| 2007-05-01 | 5.91028222846829 |
| 2007-06-01 | 5.99000677605286 |
| 2007-07-01 | 5.97259146393024 |
| 2007-08-01 | 6.02082536878447 |
| 2007-09-01 | 5.93214534940726 |
| 2007-10-01 | 5.98617865034617 |
| 2007-11-01 | 6.03989631786821 |
| 2007-12-01 | 6.06951481905569 |
| 2008-01-01 | 6.09004755020609 |
| 2008-02-01 | 5.93110331173322 |
| 2008-03-01 | 5.89394486164814 |
| 2008-04-01 | 6.03976455959173 |
| 2008-05-01 | 5.82347723955623 |
| 2008-06-01 | 5.90013574027798 |
| 2008-07-01 | 5.88408486537271 |
| 2008-08-01 | 5.92506560485938 |
| 2008-09-01 | 5.95817482090770 |
| 2008-10-01 | 5.88361339431805 |
| 2008-11-01 | 5.91576171528257 |
| 2008-12-01 | 5.84515194908400 |
| 2009-01-01 | 5.86681133765903 |
| 2009-02-01 | 5.84017896453018 |
| 2009-03-01 | 5.79378330896463 |
| 2009-04-01 | 5.63017634406072 |
| 2009-05-01 | 5.83699082983016 |
| 2009-06-01 | 5.92045515234598 |
| 2009-07-01 | 5.90283736591888 |
| 2009-08-01 | 5.83626269591360 |
| 2009-09-01 | 5.87695933639698 |
| 2009-10-01 | 5.77256141659144 |
| 2009-11-01 | 5.79496443426582 |
| 2009-12-01 | 5.82318798979193 |
| 2010-01-01 | 5.74230683972572 |
| 2010-02-01 | 5.53698629585774 |
| 2010-03-01 | 5.88826170598921 |
| 2010-04-01 | 5.92748515855961 |
| 2010-05-01 | 5.95449848943028 |
| 2010-06-01 | 5.84522299231244 |
| 2010-07-01 | 5.92271607416316 |
| 2010-08-01 | 5.85265075591791 |
| 2010-09-01 | 5.79241220847543 |
| 2010-10-01 | 5.95961484069364 |
| 2010-11-01 | 5.87283891416868 |
| 2010-12-01 | 5.79722641609986 |
| 2011-01-01 | 5.83275126262190 |
| 2011-02-01 | 5.72326696004560 |
| 2011-03-01 | 5.77600239624364 |
| 2011-04-01 | 5.73481025807316 |
| 2011-05-01 | 5.76070425961742 |
| 2011-06-01 | 5.76707225380011 |
| 2011-07-01 | 5.84830582303529 |
| 2011-08-01 | 5.97041375587668 |
| 2011-09-01 | 6.21002424159573 |
| 2011-10-01 | 5.93708767725182 |
| 2011-11-01 | 5.95728648936764 |
| 2011-12-01 | 6.18272400176099 |
| 2012-01-01 | 6.32565796890857 |
| 2012-02-01 | 6.20586121144730 |
| 2012-03-01 | 6.16404095592848 |
| 2012-04-01 | 6.24815775113246 |
| 2012-05-01 | 6.15508880608655 |
| 2012-06-01 | 6.17733705216866 |
| 2012-07-01 | 6.07343758282448 |
| 2012-08-01 | 6.08456942070803 |
| 2012-09-01 | 6.12726371467056 |
| 2012-10-01 | 6.12871395589859 |
| 2012-11-01 | 6.04311730262090 |
| 2012-12-01 | 6.07323418315906 |
| 2013-01-01 | 6.12028629937190 |
| 2013-02-01 | 6.09360429785316 |
| 2013-03-01 | 6.05654993466580 |
| 2013-04-01 | 5.95247614030733 |
| 2013-05-01 | 5.94334639954789 |
| 2013-06-01 | 5.97456638432567 |
| 2013-07-01 | 6.09893975891702 |
| 2013-08-01 | 6.09900925864408 |
| 2013-09-01 | 6.13769491389013 |
| 2013-10-01 | 6.22426272860852 |
| 2013-11-01 | 6.23867536693537 |
| 2013-12-01 | 6.18108237825580 |
| 2014-01-01 | 6.10604634007365 |
| 2014-02-01 | 6.38053685023474 |
| 2014-03-01 | 6.14903511656234 |
| 2014-04-01 | 5.96573696853215 |
| 2014-05-01 | 6.13431561426833 |
| 2014-06-01 | 6.16515503007170 |
| 2014-07-01 | 6.10833928055486 |
| 2014-08-01 | 6.10664798145913 |
| 2014-09-01 | 6.04317332882460 |
| 2014-10-01 | 6.02939623885356 |
| 2014-11-01 | 6.03734609532270 |
| 2014-12-01 | 6.09171157516831 |
| 2015-01-01 | 5.99481003807783 |
| 2015-02-01 | 6.07812642163788 |
| 2015-03-01 | 6.03774637803267 |
| 2015-04-01 | 6.38028165198756 |
| 2015-05-01 | 6.33299921435583 |
| 2015-06-01 | 6.15732208086089 |
| 2015-07-01 | 6.09395580780809 |
| 2015-08-01 | 6.11142762193235 |
| 2015-09-01 | 6.14645834271547 |
| 2015-10-01 | 6.12976296980328 |
| 2015-11-01 | 6.24368365673677 |
| 2015-12-01 | 6.20644507658767 |
| 2016-01-01 | 6.27816276149408 |
| 2016-02-01 | 5.98388456540972 |
| 2016-03-01 | 6.33173873548746 |
| 2016-04-01 | 6.40202891822991 |
| 2016-05-01 | 6.44424862305394 |
| 2016-06-01 | 6.05313512419456 |
| 2016-07-01 | 6.16062798611849 |
| 2016-08-01 | 6.20241956328021 |
| 2016-09-01 | 6.54253026963304 |
| 2016-10-01 | 6.23200223856507 |
| 2016-11-01 | 6.14594002145404 |
| 2016-12-01 | 6.11620027432402 |
| 2017-01-01 | 6.26882101730598 |
| 2017-02-01 | 6.29949218901787 |
| 2017-03-01 | 6.23671421019984 |
| 2017-04-01 | 6.12953366314478 |
| 2017-05-01 | 6.16999048377121 |
| 2017-06-01 | 6.24692545387869 |
| 2017-07-01 | 6.21018414044606 |
| 2017-08-01 | 6.28642936319762 |
| 2017-09-01 | 6.21645135374396 |
| 2017-10-01 | 6.22411213610247 |
| 2017-11-01 | 6.26115944781398 |
| 2017-12-01 | 6.33339581717993 |
| 2018-01-01 | 6.26403019505272 |
| 2018-02-01 | 6.21842447300668 |
| 2018-03-01 | 6.24829736053790 |
| 2018-04-01 | 6.16745641328527 |
| 2018-05-01 | 6.09880237225477 |
| 2018-06-01 | 6.04042711400754 |
| 2018-07-01 | 6.15514144205911 |
| 2018-08-01 | 5.95437487732698 |
| 2018-09-01 | 5.98378260474550 |
| 2018-10-01 | 6.01351061189578 |
| 2018-11-01 | 5.97713964884327 |
| 2018-12-01 | 5.94482862527926 |
| 2019-01-01 | 5.98010220979732 |
| 2019-02-01 | 5.73818533506928 |
| 2019-03-01 | 5.96365833731685 |
| 2019-04-01 | 5.99977008038379 |
| 2019-05-01 | 5.92327919029815 |
| 2019-06-01 | 5.92841296497794 |
| 2019-07-01 | 5.90711616070404 |
| 2019-08-01 | 5.92874031553609 |
| 2019-09-01 | 5.84359057300109 |
| 2019-10-01 | 5.90209392193946 |
| 2019-11-01 | 5.99981948848514 |
| 2019-12-01 | 5.55789533583562 |
| 2020-01-01 | 5.89781664776295 |
| 2020-02-01 | 6.15380230477508 |
| 2020-03-01 | 5.87737280556697 |
| 2020-04-01 | 3.41753670947474 |
| 2020-05-01 | 4.53310776825692 |
| 2020-06-01 | 4.81988098825620 |
| 2020-07-01 | 4.88578697051102 |
| 2020-08-01 | 5.10134987118744 |
| 2020-09-01 | 4.91901715669274 |
| 2020-10-01 | 4.69643147046004 |
| 2020-11-01 | 4.51661148524533 |
| 2020-12-01 | 4.56421594077185 |
| 2021-01-01 | 4.61836528191939 |
| 2021-02-01 | 5.05898019747294 |
| 2021-03-01 | 5.17709673912505 |
| 2021-04-01 | 5.21887712216044 |
| 2021-05-01 | 5.33617240502559 |
| 2021-06-01 | 5.31857093103744 |
| 2021-07-01 | 5.38797226990618 |
| 2021-08-01 | 5.49507590367288 |
| 2021-09-01 | 5.69885310597561 |
| 2021-10-01 | 5.48931846616257 |
| 2021-11-01 | 5.43096780696888 |
| 2021-12-01 | 5.26777879279076 |
| 2022-01-01 | 5.42793874614001 |
| 2022-02-01 | 5.65749365416467 |
| 2022-03-01 | 5.46442046871563 |
| 2022-04-01 | 5.51885713671621 |
| 2022-05-01 | 5.43164112358698 |
| 2022-06-01 | 5.52459073492965 |
| 2022-07-01 | 5.40481751371196 |
| 2022-08-01 | 5.39057641130027 |
| 2022-09-01 | 5.49788016755267 |
| 2022-10-01 | 5.48346458956687 |
| 2022-11-01 | 5.53781363893309 |
| 2022-12-01 | 5.06051381585809 |
| 2023-01-01 | 5.64508788502130 |
| 2023-02-01 | 5.54881736168833 |
| 2023-03-01 | 5.54226866990468 |
| 2023-04-01 | 5.51251673583513 |
| 2023-05-01 | 5.52836453617273 |
| 2023-06-01 | 5.53116137025723 |
| 2023-07-01 | 5.62188510100538 |
| 2023-08-01 | 5.70435518690557 |
| 2023-09-01 | 5.59906550336417 |
| 2023-10-01 | 5.67766435562725 |
| 2023-11-01 | 5.43703221481608 |
| 2023-12-01 | 5.75578670060515 |
| 2024-01-01 | 6.05171149300926 |
| 2024-02-01 | 5.64477765405603 |
| 2024-03-01 | 5.92598584062023 |
| 2024-04-01 | 5.90880020419808 |
| 2024-05-01 | 5.82286667573135 |
| 2024-06-01 | 5.73726801900491 |
| 2024-07-01 | 5.73267458306462 |
| 2024-08-01 | 5.70839360611365 |
| 2024-09-01 | 5.80826230270130 |
| 2024-10-01 | 5.87381967073990 |
| 2024-11-01 | 5.93283539000519 |
| 2024-12-01 | 5.95397246850204 |
| 2025-01-01 | 5.86385458823596 |
| 2025-02-01 | 6.04158796174992 |
| 2025-03-01 | 5.81359720237007 |
| 2025-04-01 | 5.80506247128176 |
| 2025-05-01 | 5.91792100393146 |
| 2025-06-01 | 5.93800128298269 |
| 2025-07-01 | 5.93709736385724 |
| 2025-08-01 | 5.91580716377879 |
| 2025-09-01 | 5.90785430097983 |
| 2025-10-01 | 5.87195455265722 |
| 2025-11-01 | 5.83030656272204 |
| 2025-12-01 | 5.65595062650898 |
| 2026-01-01 | 5.76928613259537 |
| 2026-02-01 | 5.84425854496338 |
| 2026-03-01 | 5.91199642703626 |
| 2026-04-01 | 5.90682422071245 |
| 2026-05-01 | 5.90943623553058 |
| 2026-06-01 | 5.93510693664881 |