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 2026-07-01 |
| Last Updated | 2026-08-21 7:42 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 | 4.52800957831091 |
| 1990-02-01 | 4.55158249612143 |
| 1990-03-01 | 4.52936505163985 |
| 1990-04-01 | 4.55496937990711 |
| 1990-05-01 | 4.54682026422608 |
| 1990-06-01 | 4.54706776642995 |
| 1990-07-01 | 4.69076876790555 |
| 1990-08-01 | 4.71668186132218 |
| 1990-09-01 | 4.78261828375809 |
| 1990-10-01 | 4.72622503443775 |
| 1990-11-01 | 4.72285541122073 |
| 1990-12-01 | 4.80653430741849 |
| 1991-01-01 | 4.62547638661166 |
| 1991-02-01 | 4.65353212312774 |
| 1991-03-01 | 4.72842739625108 |
| 1991-04-01 | 4.65213031966088 |
| 1991-05-01 | 4.74614499386135 |
| 1991-06-01 | 4.74111148801128 |
| 1991-07-01 | 4.79253282248814 |
| 1991-08-01 | 4.81913869476975 |
| 1991-09-01 | 4.78025189871538 |
| 1991-10-01 | 4.83508545976236 |
| 1991-11-01 | 4.82421848165451 |
| 1991-12-01 | 4.81280850742521 |
| 1992-01-01 | 4.82205784185636 |
| 1992-02-01 | 4.85475254827562 |
| 1992-03-01 | 4.82068937914532 |
| 1992-04-01 | 4.84898222910943 |
| 1992-05-01 | 4.84071278742382 |
| 1992-06-01 | 4.83478077157389 |
| 1992-07-01 | 4.79576051408976 |
| 1992-08-01 | 4.82559187544426 |
| 1992-09-01 | 4.87600285676538 |
| 1992-10-01 | 4.94759548681050 |
| 1992-11-01 | 4.92567917890609 |
| 1992-12-01 | 5.02294432904948 |
| 1993-01-01 | 5.01788645300866 |
| 1993-02-01 | 5.05479367805347 |
| 1993-03-01 | 5.01269978178137 |
| 1993-04-01 | 5.04393936880769 |
| 1993-05-01 | 5.03680326207094 |
| 1993-06-01 | 5.02845152489117 |
| 1993-07-01 | 4.99948258241829 |
| 1993-08-01 | 4.92865376468665 |
| 1993-09-01 | 4.96347376869150 |
| 1993-10-01 | 4.96365267365193 |
| 1993-11-01 | 5.03168939269212 |
| 1993-12-01 | 5.13063732847869 |
| 1994-01-01 | 5.01764784848442 |
| 1994-02-01 | 4.95110858629093 |
| 1994-03-01 | 5.00402916796732 |
| 1994-04-01 | 5.04550863436442 |
| 1994-05-01 | 5.03630286015005 |
| 1994-06-01 | 5.12984989233605 |
| 1994-07-01 | 5.09614877355839 |
| 1994-08-01 | 5.12843800555003 |
| 1994-09-01 | 5.14617362762672 |
| 1994-10-01 | 5.07532583795954 |
| 1994-11-01 | 5.13415058957685 |
| 1994-12-01 | 5.13706313931033 |
| 1995-01-01 | 5.32309823410997 |
| 1995-02-01 | 5.24609850155312 |
| 1995-03-01 | 5.29989801148726 |
| 1995-04-01 | 5.25166942856387 |
| 1995-05-01 | 5.34452263513081 |
| 1995-06-01 | 5.23495914719598 |
| 1995-07-01 | 5.28708311851949 |
| 1995-08-01 | 5.22176302101438 |
| 1995-09-01 | 5.32407355778518 |
| 1995-10-01 | 5.38207693295869 |
| 1995-11-01 | 5.43457598639454 |
| 1995-12-01 | 5.44184940468815 |
| 1996-01-01 | 5.53387333736243 |
| 1996-02-01 | 5.54045434475442 |
| 1996-03-01 | 5.59829077751031 |
| 1996-04-01 | 5.66287947085374 |
| 1996-05-01 | 5.64707621353778 |
| 1996-06-01 | 5.64927647209548 |
| 1996-07-01 | 5.57747390628984 |
| 1996-08-01 | 5.61757290228342 |
| 1996-09-01 | 5.51185103200051 |
| 1996-10-01 | 5.37402525418132 |
| 1996-11-01 | 5.32858897316584 |
| 1996-12-01 | 5.34278539581615 |
| 1997-01-01 | 5.24677257742880 |
| 1997-02-01 | 5.23684597266569 |
| 1997-03-01 | 5.20374585474449 |
| 1997-04-01 | 5.16564139800091 |
| 1997-05-01 | 3.84532021223975 |
| 1997-06-01 | 4.56383224507358 |
| 1997-07-01 | 4.77474990055155 |
| 1997-08-01 | 4.81694067042087 |
| 1997-09-01 | 4.90896539345140 |
| 1997-10-01 | 4.96377549311067 |
| 1997-11-01 | 4.92442100025514 |
| 1997-12-01 | 4.83814865060042 |
| 1998-01-01 | 4.95716800240470 |
| 1998-02-01 | 5.03353000695947 |
| 1998-03-01 | 5.00491483012275 |
| 1998-04-01 | 4.95774330917205 |
| 1998-05-01 | 4.93376070179544 |
| 1998-06-01 | 4.97634907240491 |
| 1998-07-01 | 4.98565471688923 |
| 1998-08-01 | 4.93592020421126 |
| 1998-09-01 | 4.92269028212080 |
| 1998-10-01 | 4.84552923300536 |
| 1998-11-01 | 4.91669722072264 |
| 1998-12-01 | 4.83140892226071 |
| 1999-01-01 | 4.85573591103357 |
| 1999-02-01 | 4.82942768109225 |
| 1999-03-01 | 4.79859326281809 |
| 1999-04-01 | 4.84074766490785 |
| 1999-05-01 | 4.92259503810112 |
| 1999-06-01 | 4.88471729067807 |
| 1999-07-01 | 4.90836090694269 |
| 1999-08-01 | 4.96874940562486 |
| 1999-09-01 | 4.94583901501068 |
| 1999-10-01 | 5.03553865657282 |
| 1999-11-01 | 5.00085813952690 |
| 1999-12-01 | 5.02198200198127 |
| 2000-01-01 | 4.94520247953247 |
| 2000-02-01 | 4.91708124921859 |
| 2000-03-01 | 4.87936471767333 |
| 2000-04-01 | 4.92589419540311 |
| 2000-05-01 | 4.91126634711435 |
| 2000-06-01 | 4.89699356034812 |
| 2000-07-01 | 5.04758112767143 |
| 2000-08-01 | 5.01490931391089 |
| 2000-09-01 | 4.97807597318855 |
| 2000-10-01 | 4.91377547508788 |
| 2000-11-01 | 4.87802071559286 |
| 2000-12-01 | 4.90238211977889 |
| 2001-01-01 | 4.92716918725740 |
| 2001-02-01 | 4.89500935692531 |
| 2001-03-01 | 5.05588429444108 |
| 2001-04-01 | 5.12758459042162 |
| 2001-05-01 | 5.11869897315104 |
| 2001-06-01 | 5.11476576174923 |
| 2001-07-01 | 4.98344906401955 |
| 2001-08-01 | 4.95644859175941 |
| 2001-09-01 | 4.99765172996692 |
| 2001-10-01 | 5.19653181872190 |
| 2001-11-01 | 5.05436920551266 |
| 2001-12-01 | 5.07598726008621 |
| 2002-01-01 | 5.20853628194299 |
| 2002-02-01 | 5.16674646222098 |
| 2002-03-01 | 5.02881518624810 |
| 2002-04-01 | 5.24230640394233 |
| 2002-05-01 | 5.24580633136565 |
| 2002-06-01 | 5.43511555714244 |
| 2002-07-01 | 5.21615593825863 |
| 2002-08-01 | 5.19618321872911 |
| 2002-09-01 | 5.20776431107367 |
| 2002-10-01 | 5.16944265065450 |
| 2002-11-01 | 5.32905391413688 |
| 2002-12-01 | 5.24535028786174 |
| 2003-01-01 | 5.19194156375844 |
| 2003-02-01 | 5.23329815750668 |
| 2003-03-01 | 5.20572002257147 |
| 2003-04-01 | 5.17835487876469 |
| 2003-05-01 | 5.18494087511433 |
| 2003-06-01 | 5.15843261540641 |
| 2003-07-01 | 5.13609277660838 |
| 2003-08-01 | 5.22002168085699 |
| 2003-09-01 | 5.20457326821622 |
| 2003-10-01 | 5.34383948257166 |
| 2003-11-01 | 5.30560393425353 |
| 2003-12-01 | 5.32312622276521 |
| 2004-01-01 | 5.27856268640285 |
| 2004-02-01 | 5.30713072367379 |
| 2004-03-01 | 5.28910902882440 |
| 2004-04-01 | 5.21387819645480 |
| 2004-05-01 | 5.12359803842002 |
| 2004-06-01 | 5.17621283791213 |
| 2004-07-01 | 5.45324356860630 |
| 2004-08-01 | 5.62886162907580 |
| 2004-09-01 | 5.50864434067150 |
| 2004-10-01 | 5.41514991204644 |
| 2004-11-01 | 5.38577263851886 |
| 2004-12-01 | 5.40089418982849 |
| 2005-01-01 | 5.66021447949440 |
| 2005-02-01 | 5.39613938553603 |
| 2005-03-01 | 5.38430142905398 |
| 2005-04-01 | 5.44604910556138 |
| 2005-05-01 | 5.26119003386779 |
| 2005-06-01 | 5.38797480927116 |
| 2005-07-01 | 5.46001476562466 |
| 2005-08-01 | 5.42264477360567 |
| 2005-09-01 | 5.50760227630931 |
| 2005-10-01 | 5.49768309485205 |
| 2005-11-01 | 5.57389446678863 |
| 2005-12-01 | 5.59107899378898 |
| 2006-01-01 | 5.43755312390447 |
| 2006-02-01 | 5.60213059719011 |
| 2006-03-01 | 5.58716413076627 |
| 2006-04-01 | 5.45353461365375 |
| 2006-05-01 | 5.59290536611039 |
| 2006-06-01 | 5.48676576934712 |
| 2006-07-01 | 5.46597081023063 |
| 2006-08-01 | 5.51969143611869 |
| 2006-09-01 | 5.51607792894948 |
| 2006-10-01 | 5.59175158916873 |
| 2006-11-01 | 5.45890774800960 |
| 2006-12-01 | 5.47849768135096 |
| 2007-01-01 | 5.61447143058452 |
| 2007-02-01 | 5.81583463920743 |
| 2007-03-01 | 5.79236490743332 |
| 2007-04-01 | 5.65092304915217 |
| 2007-05-01 | 5.91028229012015 |
| 2007-06-01 | 5.99000683052603 |
| 2007-07-01 | 5.97259152031917 |
| 2007-08-01 | 6.02082536768151 |
| 2007-09-01 | 5.93214534263899 |
| 2007-10-01 | 5.98617855380132 |
| 2007-11-01 | 6.03989624277150 |
| 2007-12-01 | 6.06951473590413 |
| 2008-01-01 | 6.09004749138288 |
| 2008-02-01 | 5.93110335842848 |
| 2008-03-01 | 5.89394486994912 |
| 2008-04-01 | 6.03976459074581 |
| 2008-05-01 | 5.82347738484579 |
| 2008-06-01 | 5.90013590741335 |
| 2008-07-01 | 5.88408503421502 |
| 2008-08-01 | 5.92506573525655 |
| 2008-09-01 | 5.95817475523635 |
| 2008-10-01 | 5.88361298522790 |
| 2008-11-01 | 5.91576120232497 |
| 2008-12-01 | 5.84515202788430 |
| 2009-01-01 | 5.86681099599371 |
| 2009-02-01 | 5.84017931667795 |
| 2009-03-01 | 5.79378356016608 |
| 2009-04-01 | 5.63017659091204 |
| 2009-05-01 | 5.83699112296144 |
| 2009-06-01 | 5.92045539666963 |
| 2009-07-01 | 5.90283753403896 |
| 2009-08-01 | 5.83626273107247 |
| 2009-09-01 | 5.87695899338112 |
| 2009-10-01 | 5.77256051326885 |
| 2009-11-01 | 5.79496344664608 |
| 2009-12-01 | 5.82318837891044 |
| 2010-01-01 | 5.74230650957547 |
| 2010-02-01 | 5.53698722425852 |
| 2010-03-01 | 5.88826245358755 |
| 2010-04-01 | 5.92748575247526 |
| 2010-05-01 | 5.95449888055470 |
| 2010-06-01 | 5.84522313674464 |
| 2010-07-01 | 5.92271603209043 |
| 2010-08-01 | 5.85265032987925 |
| 2010-09-01 | 5.79241110912877 |
| 2010-10-01 | 5.95961305563245 |
| 2010-11-01 | 5.87283705706045 |
| 2010-12-01 | 5.79722672457458 |
| 2011-01-01 | 5.83275041663537 |
| 2011-02-01 | 5.72327405654225 |
| 2011-03-01 | 5.77600275410663 |
| 2011-04-01 | 5.73481184171843 |
| 2011-05-01 | 5.76070390021246 |
| 2011-06-01 | 5.76707143534103 |
| 2011-07-01 | 5.84830450658422 |
| 2011-08-01 | 5.97041132992473 |
| 2011-09-01 | 6.21002059129491 |
| 2011-10-01 | 5.93708351080805 |
| 2011-11-01 | 5.95728370944590 |
| 2011-12-01 | 6.18272540446040 |
| 2012-01-01 | 6.32565977903696 |
| 2012-02-01 | 6.20587805627290 |
| 2012-03-01 | 6.16404465027011 |
| 2012-04-01 | 6.24816250976119 |
| 2012-05-01 | 6.15507959368306 |
| 2012-06-01 | 6.17733560390024 |
| 2012-07-01 | 6.07343441111317 |
| 2012-08-01 | 6.08456306410153 |
| 2012-09-01 | 6.12725462997571 |
| 2012-10-01 | 6.12870465890685 |
| 2012-11-01 | 6.04311155183946 |
| 2012-12-01 | 6.07323585657915 |
| 2013-01-01 | 6.12029106407892 |
| 2013-02-01 | 6.09365133664020 |
| 2013-03-01 | 6.05655913174541 |
| 2013-04-01 | 5.95248672319383 |
| 2013-05-01 | 5.94331417371442 |
| 2013-06-01 | 5.97456308106621 |
| 2013-07-01 | 6.09893761645398 |
| 2013-08-01 | 6.09899991706287 |
| 2013-09-01 | 6.13767106714492 |
| 2013-10-01 | 6.22424582927084 |
| 2013-11-01 | 6.23866045852501 |
| 2013-12-01 | 6.18107254545214 |
| 2014-01-01 | 6.10603906494176 |
| 2014-02-01 | 6.38069701226530 |
| 2014-03-01 | 6.14903486459674 |
| 2014-04-01 | 5.96574065760359 |
| 2014-05-01 | 6.13425345527410 |
| 2014-06-01 | 6.16514550549550 |
| 2014-07-01 | 6.10833352842727 |
| 2014-08-01 | 6.10663159605897 |
| 2014-09-01 | 6.04313116166892 |
| 2014-10-01 | 6.02936781902593 |
| 2014-11-01 | 6.03732007041677 |
| 2014-12-01 | 6.09169211356132 |
| 2015-01-01 | 5.99479679584839 |
| 2015-02-01 | 6.07840802033579 |
| 2015-03-01 | 6.03774412566652 |
| 2015-04-01 | 6.38028304473978 |
| 2015-05-01 | 6.33291616785621 |
| 2015-06-01 | 6.15730152597730 |
| 2015-07-01 | 6.09393926455947 |
| 2015-08-01 | 6.11139471710831 |
| 2015-09-01 | 6.14638742538581 |
| 2015-10-01 | 6.12971396223432 |
| 2015-11-01 | 6.24363869596712 |
| 2015-12-01 | 6.20640946925228 |
| 2016-01-01 | 6.27813877170723 |
| 2016-02-01 | 5.98435065834875 |
| 2016-03-01 | 6.33173237587440 |
| 2016-04-01 | 6.40202379710420 |
| 2016-05-01 | 6.44415731359873 |
| 2016-06-01 | 6.05309953769979 |
| 2016-07-01 | 6.16058790427008 |
| 2016-08-01 | 6.20235396540229 |
| 2016-09-01 | 6.54242051719536 |
| 2016-10-01 | 6.23191533810988 |
| 2016-11-01 | 6.14586161322641 |
| 2016-12-01 | 6.11614705129220 |
| 2017-01-01 | 6.26878521966731 |
| 2017-02-01 | 6.30019683789296 |
| 2017-03-01 | 6.23672857959864 |
| 2017-04-01 | 6.12952094934964 |
| 2017-05-01 | 6.16992802579383 |
| 2017-06-01 | 6.24683531107284 |
| 2017-07-01 | 6.21010578974299 |
| 2017-08-01 | 6.28632492735814 |
| 2017-09-01 | 6.21625088421403 |
| 2017-10-01 | 6.22403710921994 |
| 2017-11-01 | 6.26093626186203 |
| 2017-12-01 | 6.33339253325964 |
| 2018-01-01 | 6.26405334588292 |
| 2018-02-01 | 6.21934624566668 |
| 2018-03-01 | 6.24832970849255 |
| 2018-04-01 | 6.16743390515865 |
| 2018-05-01 | 6.09878053312561 |
| 2018-06-01 | 6.04027996223880 |
| 2018-07-01 | 6.15502557586205 |
| 2018-08-01 | 5.95423700004843 |
| 2018-09-01 | 5.98344410073531 |
| 2018-10-01 | 6.01344923075986 |
| 2018-11-01 | 5.97676259035309 |
| 2018-12-01 | 5.94490611335316 |
| 2019-01-01 | 5.98014812050558 |
| 2019-02-01 | 5.73942362416632 |
| 2019-03-01 | 5.96366951446720 |
| 2019-04-01 | 5.99970886287449 |
| 2019-05-01 | 5.92327965459951 |
| 2019-06-01 | 5.92820228070258 |
| 2019-07-01 | 5.90696391279305 |
| 2019-08-01 | 5.92858259280675 |
| 2019-09-01 | 5.84313780211617 |
| 2019-10-01 | 5.90206952136292 |
| 2019-11-01 | 5.99931108427446 |
| 2019-12-01 | 5.55808397373453 |
| 2020-01-01 | 5.89789754903451 |
| 2020-02-01 | 6.15520830956955 |
| 2020-03-01 | 5.87734795761681 |
| 2020-04-01 | 3.41744704825941 |
| 2020-05-01 | 4.53310343081999 |
| 2020-06-01 | 4.81965856569329 |
| 2020-07-01 | 4.88562658918573 |
| 2020-08-01 | 5.10118875244463 |
| 2020-09-01 | 4.91850058331566 |
| 2020-10-01 | 4.69637812623142 |
| 2020-11-01 | 4.51602936822064 |
| 2020-12-01 | 4.56444092924121 |
| 2021-01-01 | 4.61838309114581 |
| 2021-02-01 | 5.06049784295745 |
| 2021-03-01 | 5.17718456821154 |
| 2021-04-01 | 5.21890570851391 |
| 2021-05-01 | 5.33624273842984 |
| 2021-06-01 | 5.31834818104693 |
| 2021-07-01 | 5.38774029817276 |
| 2021-08-01 | 5.49480195897152 |
| 2021-09-01 | 5.69820292909861 |
| 2021-10-01 | 5.48912249748124 |
| 2021-11-01 | 5.43024314350890 |
| 2021-12-01 | 5.26798216072563 |
| 2022-01-01 | 5.42802009830620 |
| 2022-02-01 | 5.65884800686895 |
| 2022-03-01 | 5.46498244338968 |
| 2022-04-01 | 5.51938783696048 |
| 2022-05-01 | 5.43200360168763 |
| 2022-06-01 | 5.52442983311325 |
| 2022-07-01 | 5.40435250313164 |
| 2022-08-01 | 5.38989892333471 |
| 2022-09-01 | 5.49684250881387 |
| 2022-10-01 | 5.48283374290514 |
| 2022-11-01 | 5.53687031510949 |
| 2022-12-01 | 5.06038465735294 |
| 2023-01-01 | 5.64506498967251 |
| 2023-02-01 | 5.55015213372539 |
| 2023-03-01 | 5.54370867118914 |
| 2023-04-01 | 5.51439659590213 |
| 2023-05-01 | 5.53050893782035 |
| 2023-06-01 | 5.53326984354392 |
| 2023-07-01 | 5.61728222591511 |
| 2023-08-01 | 5.70176227185212 |
| 2023-09-01 | 5.59743653121280 |
| 2023-10-01 | 5.67681568162962 |
| 2023-11-01 | 5.43623360572644 |
| 2023-12-01 | 5.75562243278948 |
| 2024-01-01 | 6.05201872866003 |
| 2024-02-01 | 5.64630681999204 |
| 2024-03-01 | 5.92869269356583 |
| 2024-04-01 | 5.91247312360172 |
| 2024-05-01 | 5.82728211112334 |
| 2024-06-01 | 5.74227994956158 |
| 2024-07-01 | 5.72136988735260 |
| 2024-08-01 | 5.70359211910174 |
| 2024-09-01 | 5.80608131979916 |
| 2024-10-01 | 5.87293746557396 |
| 2024-11-01 | 5.93238125022854 |
| 2024-12-01 | 5.95392997824583 |
| 2025-01-01 | 5.86453442890100 |
| 2025-02-01 | 6.04352426554662 |
| 2025-03-01 | 5.81754902997914 |
| 2025-04-01 | 5.81060136878321 |
| 2025-05-01 | 5.92495109987860 |
| 2025-06-01 | 5.94652872932446 |
| 2025-07-01 | 5.91787019747186 |
| 2025-08-01 | 5.90858700757129 |
| 2025-09-01 | 5.90518931160448 |
| 2025-10-01 | 5.87129950258605 |
| 2025-11-01 | 5.83032644034189 |
| 2025-12-01 | 5.65636230733343 |
| 2026-01-01 | 5.77073885629002 |
| 2026-02-01 | 5.84680707802964 |
| 2026-03-01 | 5.91716782160558 |
| 2026-04-01 | 5.91388941832299 |
| 2026-05-01 | 5.91827480715399 |
| 2026-06-01 | 5.94583865048828 |
| 2026-07-01 | 6.01045360615942 |