Table Data - All Employees: Leisure and Hospitality: Accommodation and Food Services in Grand Forks, ND-MN (MSA)
| Title | All Employees: Leisure and Hospitality: Accommodation and Food Services in Grand Forks, ND-MN (MSA) |
|---|---|
| Series ID | SMU38242207072000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2025-12-01 |
| Last Updated | 2026-01-28 2:24 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 | 4.16530462163080 |
| 1990-02-01 | 4.22785420750325 |
| 1990-03-01 | 4.25102893077103 |
| 1990-04-01 | 4.24541891646583 |
| 1990-05-01 | 4.27065571513693 |
| 1990-06-01 | 4.28280052430314 |
| 1990-07-01 | 4.33965605092990 |
| 1990-08-01 | 4.39186257086326 |
| 1990-09-01 | 4.41057811326344 |
| 1990-10-01 | 4.40294801620532 |
| 1990-11-01 | 4.40220787646734 |
| 1990-12-01 | 4.51208013545682 |
| 1991-01-01 | 4.26726014174826 |
| 1991-02-01 | 4.32344703857677 |
| 1991-03-01 | 4.35022548978842 |
| 1991-04-01 | 4.34147850548796 |
| 1991-05-01 | 4.36973532016627 |
| 1991-06-01 | 4.38131081945107 |
| 1991-07-01 | 4.44397177135138 |
| 1991-08-01 | 4.49561949370251 |
| 1991-09-01 | 4.41240674423871 |
| 1991-10-01 | 4.40716253530400 |
| 1991-11-01 | 4.40611856222059 |
| 1991-12-01 | 4.40873283313776 |
| 1992-01-01 | 4.46368778251276 |
| 1992-02-01 | 4.41779609639470 |
| 1992-03-01 | 4.44786319247986 |
| 1992-04-01 | 4.43545132303735 |
| 1992-05-01 | 4.46628526384016 |
| 1992-06-01 | 4.48335365317868 |
| 1992-07-01 | 4.45103819834958 |
| 1992-08-01 | 4.50173118514027 |
| 1992-09-01 | 4.51681799130570 |
| 1992-10-01 | 4.61485240670512 |
| 1992-11-01 | 4.60834899846137 |
| 1992-12-01 | 4.60469622519768 |
| 1993-01-01 | 4.65663363204081 |
| 1993-02-01 | 4.70711680590499 |
| 1993-03-01 | 4.64411041879025 |
| 1993-04-01 | 4.72853558693396 |
| 1993-05-01 | 4.66538859518346 |
| 1993-06-01 | 4.69248489575046 |
| 1993-07-01 | 4.65861864340371 |
| 1993-08-01 | 4.60573029721933 |
| 1993-09-01 | 4.62410212996287 |
| 1993-10-01 | 4.52394549876146 |
| 1993-11-01 | 4.60633539448461 |
| 1993-12-01 | 4.69580855694201 |
| 1994-01-01 | 4.55232639791238 |
| 1994-02-01 | 4.59293773094057 |
| 1994-03-01 | 4.64133386421513 |
| 1994-04-01 | 4.61740132058451 |
| 1994-05-01 | 4.66809005468615 |
| 1994-06-01 | 4.70932399348130 |
| 1994-07-01 | 4.66293052646995 |
| 1994-08-01 | 4.71519081606115 |
| 1994-09-01 | 4.72746773285011 |
| 1994-10-01 | 4.73053746799340 |
| 1994-11-01 | 4.69997685388940 |
| 1994-12-01 | 4.78802071384748 |
| 1995-01-01 | 4.85172026568906 |
| 1995-02-01 | 4.77879052581840 |
| 1995-03-01 | 4.83311461708047 |
| 1995-04-01 | 4.81424054706620 |
| 1995-05-01 | 4.87453090611765 |
| 1995-06-01 | 4.82402218087523 |
| 1995-07-01 | 4.86565966988244 |
| 1995-08-01 | 4.92431625893181 |
| 1995-09-01 | 4.92793820052529 |
| 1995-10-01 | 4.93134149726428 |
| 1995-11-01 | 4.99407802199065 |
| 1995-12-01 | 4.97971671227782 |
| 1996-01-01 | 5.05324941783702 |
| 1996-02-01 | 5.07027833544043 |
| 1996-03-01 | 5.02384198039125 |
| 1996-04-01 | 5.11752038845474 |
| 1996-05-01 | 5.07949717479573 |
| 1996-06-01 | 5.13392630386254 |
| 1996-07-01 | 5.26850016458947 |
| 1996-08-01 | 5.33449778551985 |
| 1996-09-01 | 5.22658269547325 |
| 1996-10-01 | 4.92407437063484 |
| 1996-11-01 | 4.98665095386261 |
| 1996-12-01 | 4.97657887405569 |
| 1997-01-01 | 4.85785127311308 |
| 1997-02-01 | 4.86785371933894 |
| 1997-03-01 | 4.81550445316030 |
| 1997-04-01 | 4.82325865250792 |
| 1997-05-01 | 3.58561785377452 |
| 1997-06-01 | 4.23295135463979 |
| 1997-07-01 | 4.47226121661674 |
| 1997-08-01 | 4.53857664300255 |
| 1997-09-01 | 4.62694146305073 |
| 1997-10-01 | 4.61396378358493 |
| 1997-11-01 | 4.58183033547587 |
| 1997-12-01 | 4.57560679676559 |
| 1998-01-01 | 4.67060187212762 |
| 1998-02-01 | 4.67239200410522 |
| 1998-03-01 | 4.70570221041591 |
| 1998-04-01 | 4.61944582164433 |
| 1998-05-01 | 4.68786628092549 |
| 1998-06-01 | 4.72623847289956 |
| 1998-07-01 | 4.68035222900216 |
| 1998-08-01 | 4.54706126795538 |
| 1998-09-01 | 4.62341761560775 |
| 1998-10-01 | 4.60350234689664 |
| 1998-11-01 | 4.57766574070678 |
| 1998-12-01 | 4.57832030749596 |
| 1999-01-01 | 4.58489534010163 |
| 1999-02-01 | 4.58371115207920 |
| 1999-03-01 | 4.39480087827101 |
| 1999-04-01 | 4.51287334138534 |
| 1999-05-01 | 4.58941622346806 |
| 1999-06-01 | 4.61267509805874 |
| 1999-07-01 | 4.58743360201777 |
| 1999-08-01 | 4.65284621871436 |
| 1999-09-01 | 4.61693270559632 |
| 1999-10-01 | 4.70238855118285 |
| 1999-11-01 | 4.67533649393836 |
| 1999-12-01 | 4.68208084040622 |
| 2000-01-01 | 4.59574885626528 |
| 2000-02-01 | 4.59626022291906 |
| 2000-03-01 | 4.58575738757825 |
| 2000-04-01 | 4.60349816576799 |
| 2000-05-01 | 4.58823605865113 |
| 2000-06-01 | 4.50433327953401 |
| 2000-07-01 | 4.69620015823603 |
| 2000-08-01 | 4.65453911688602 |
| 2000-09-01 | 4.61089028618660 |
| 2000-10-01 | 4.60464714134698 |
| 2000-11-01 | 4.57114585806704 |
| 2000-12-01 | 4.58512341293198 |
| 2001-01-01 | 4.60021014391824 |
| 2001-02-01 | 4.60323842295145 |
| 2001-03-01 | 4.68214287789605 |
| 2001-04-01 | 4.69713126663796 |
| 2001-05-01 | 4.79476288486593 |
| 2001-06-01 | 4.60457972609901 |
| 2001-07-01 | 4.59674649309083 |
| 2001-08-01 | 4.54716678181157 |
| 2001-09-01 | 4.60493158637287 |
| 2001-10-01 | 4.61446374657069 |
| 2001-11-01 | 4.66693936528903 |
| 2001-12-01 | 4.68698830185739 |
| 2002-01-01 | 4.69770952232509 |
| 2002-02-01 | 4.70481348179532 |
| 2002-03-01 | 4.58057093625884 |
| 2002-04-01 | 4.79308537358807 |
| 2002-05-01 | 4.90304719357523 |
| 2002-06-01 | 4.81374219334496 |
| 2002-07-01 | 4.79621017154028 |
| 2002-08-01 | 4.74162202530643 |
| 2002-09-01 | 4.79627982500729 |
| 2002-10-01 | 4.72397682484388 |
| 2002-11-01 | 4.76516698931858 |
| 2002-12-01 | 4.68754948788136 |
| 2003-01-01 | 4.68261585182928 |
| 2003-02-01 | 4.70165951627616 |
| 2003-03-01 | 4.68173853816825 |
| 2003-04-01 | 4.70446354124885 |
| 2003-05-01 | 4.71214605616994 |
| 2003-06-01 | 4.72067971804007 |
| 2003-07-01 | 4.69238404590769 |
| 2003-08-01 | 4.73297031993194 |
| 2003-09-01 | 4.68711614592866 |
| 2003-10-01 | 4.73733396623381 |
| 2003-11-01 | 4.66702269852687 |
| 2003-12-01 | 4.68756038798518 |
| 2004-01-01 | 4.66079777239014 |
| 2004-02-01 | 4.69720304895603 |
| 2004-03-01 | 4.68315130279607 |
| 2004-04-01 | 4.62618715963798 |
| 2004-05-01 | 4.61372557513455 |
| 2004-06-01 | 4.62391031367208 |
| 2004-07-01 | 4.69327095605938 |
| 2004-08-01 | 4.72347787261612 |
| 2004-09-01 | 4.58668994443104 |
| 2004-10-01 | 4.74589347528004 |
| 2004-11-01 | 4.77152407615599 |
| 2004-12-01 | 4.77812250231010 |
| 2005-01-01 | 4.93570796346501 |
| 2005-02-01 | 4.79496553028913 |
| 2005-03-01 | 4.78889561613409 |
| 2005-04-01 | 4.84779981180684 |
| 2005-05-01 | 4.81774021544358 |
| 2005-06-01 | 4.82830663656418 |
| 2005-07-01 | 4.89264449543616 |
| 2005-08-01 | 4.91196239036816 |
| 2005-09-01 | 4.98986051725270 |
| 2005-10-01 | 4.95038746364350 |
| 2005-11-01 | 4.97158594840298 |
| 2005-12-01 | 4.97031634729103 |
| 2006-01-01 | 5.01209110912342 |
| 2006-02-01 | 5.00104971945442 |
| 2006-03-01 | 4.99721602442422 |
| 2006-04-01 | 4.96374771285206 |
| 2006-05-01 | 5.01529089505999 |
| 2006-06-01 | 5.02885374510440 |
| 2006-07-01 | 4.89327496811546 |
| 2006-08-01 | 5.01219811330489 |
| 2006-09-01 | 4.99137616151907 |
| 2006-10-01 | 4.95631437281742 |
| 2006-11-01 | 4.96454164152563 |
| 2006-12-01 | 4.85812630630488 |
| 2007-01-01 | 5.09231201005461 |
| 2007-02-01 | 5.30968417823308 |
| 2007-03-01 | 5.31082283833563 |
| 2007-04-01 | 5.27345322684642 |
| 2007-05-01 | 5.41062545738598 |
| 2007-06-01 | 5.42927570097399 |
| 2007-07-01 | 5.39649978707304 |
| 2007-08-01 | 5.41742190804048 |
| 2007-09-01 | 5.39346645989977 |
| 2007-10-01 | 5.45836644477266 |
| 2007-11-01 | 5.44900460072176 |
| 2007-12-01 | 5.54509685416354 |
| 2008-01-01 | 5.48571161137754 |
| 2008-02-01 | 5.41891746228055 |
| 2008-03-01 | 5.32109208846519 |
| 2008-04-01 | 5.37656255960310 |
| 2008-05-01 | 5.20331530046499 |
| 2008-06-01 | 5.22893882138757 |
| 2008-07-01 | 5.30888544601339 |
| 2008-08-01 | 5.32805777126723 |
| 2008-09-01 | 5.29796679785194 |
| 2008-10-01 | 5.36014464897685 |
| 2008-11-01 | 5.32881063110221 |
| 2008-12-01 | 5.22663381447080 |
| 2009-01-01 | 5.28076540835590 |
| 2009-02-01 | 5.21736921836284 |
| 2009-03-01 | 5.23043235500599 |
| 2009-04-01 | 5.17504651497168 |
| 2009-05-01 | 5.30976488956821 |
| 2009-06-01 | 5.33844602399661 |
| 2009-07-01 | 5.32290871994293 |
| 2009-08-01 | 5.23387506036291 |
| 2009-09-01 | 5.30338817292765 |
| 2009-10-01 | 5.15423354446533 |
| 2009-11-01 | 5.20530186136097 |
| 2009-12-01 | 5.21654412488450 |
| 2010-01-01 | 5.07913305093884 |
| 2010-02-01 | 5.21106550346590 |
| 2010-03-01 | 5.13102541678130 |
| 2010-04-01 | 5.37418181544137 |
| 2010-05-01 | 5.32182648403498 |
| 2010-06-01 | 5.24931147880117 |
| 2010-07-01 | 5.23513463836215 |
| 2010-08-01 | 5.24133039483450 |
| 2010-09-01 | 5.20716217122297 |
| 2010-10-01 | 5.24980951881111 |
| 2010-11-01 | 5.18694733356054 |
| 2010-12-01 | 5.20834075279303 |
| 2011-01-01 | 5.07502824539251 |
| 2011-02-01 | 5.09774949670636 |
| 2011-03-01 | 5.13018554636084 |
| 2011-04-01 | 5.17674033246917 |
| 2011-05-01 | 5.13617656641735 |
| 2011-06-01 | 5.16002665629555 |
| 2011-07-01 | 5.14368280614189 |
| 2011-08-01 | 5.24125205387715 |
| 2011-09-01 | 5.31222609161689 |
| 2011-10-01 | 5.34294773080432 |
| 2011-11-01 | 5.48006474951574 |
| 2011-12-01 | 5.50357436100856 |
| 2012-01-01 | 5.57633759927455 |
| 2012-02-01 | 5.58825096077878 |
| 2012-03-01 | 5.52227293542258 |
| 2012-04-01 | 5.47649812180406 |
| 2012-05-01 | 5.44640547282980 |
| 2012-06-01 | 5.46311189301660 |
| 2012-07-01 | 5.45340899274268 |
| 2012-08-01 | 5.44201633575749 |
| 2012-09-01 | 5.41795060591514 |
| 2012-10-01 | 5.53780338018675 |
| 2012-11-01 | 5.38100710079565 |
| 2012-12-01 | 5.29804002304168 |
| 2013-01-01 | 5.37437148513728 |
| 2013-02-01 | 5.38002493252881 |
| 2013-03-01 | 5.41846343788296 |
| 2013-04-01 | 5.37566648105208 |
| 2013-05-01 | 5.35759884070925 |
| 2013-06-01 | 5.36419573095212 |
| 2013-07-01 | 5.45744760055658 |
| 2013-08-01 | 5.43989375823142 |
| 2013-09-01 | 5.41622216748254 |
| 2013-10-01 | 5.53336317944288 |
| 2013-11-01 | 5.48415904849681 |
| 2013-12-01 | 5.50173823047673 |
| 2014-01-01 | 5.47455252837278 |
| 2014-02-01 | 5.57896949127485 |
| 2014-03-01 | 5.41717161476302 |
| 2014-04-01 | 5.37389755919931 |
| 2014-05-01 | 5.46389197666288 |
| 2014-06-01 | 5.45725940464102 |
| 2014-07-01 | 5.45624408910869 |
| 2014-08-01 | 5.44134199519419 |
| 2014-09-01 | 5.41295183755609 |
| 2014-10-01 | 5.33241494372137 |
| 2014-11-01 | 5.28421488352927 |
| 2014-12-01 | 5.40518884374205 |
| 2015-01-01 | 5.37818859484477 |
| 2015-02-01 | 5.38104074957186 |
| 2015-03-01 | 5.42458829119856 |
| 2015-04-01 | 5.47317136433689 |
| 2015-05-01 | 5.46128730155822 |
| 2015-06-01 | 5.44523824551771 |
| 2015-07-01 | 5.35365726077057 |
| 2015-08-01 | 5.24458003461390 |
| 2015-09-01 | 5.40733811429093 |
| 2015-10-01 | 5.43288155977597 |
| 2015-11-01 | 5.38308376554077 |
| 2015-12-01 | 5.41197665185277 |
| 2016-01-01 | 5.38432658708463 |
| 2016-02-01 | 5.38498524337905 |
| 2016-03-01 | 5.43531835938335 |
| 2016-04-01 | 5.36668883424565 |
| 2016-05-01 | 5.35761666112838 |
| 2016-06-01 | 5.33386404693587 |
| 2016-07-01 | 5.34763984730397 |
| 2016-08-01 | 5.34859989752956 |
| 2016-09-01 | 5.40819047133960 |
| 2016-10-01 | 5.33221586629731 |
| 2016-11-01 | 5.37614343636158 |
| 2016-12-01 | 5.22130714840318 |
| 2017-01-01 | 5.39211611072709 |
| 2017-02-01 | 5.38340871231132 |
| 2017-03-01 | 5.34542880800199 |
| 2017-04-01 | 5.36508000430336 |
| 2017-05-01 | 5.35636979163645 |
| 2017-06-01 | 5.43027914126382 |
| 2017-07-01 | 5.43158292517631 |
| 2017-08-01 | 5.44789676135704 |
| 2017-09-01 | 5.40433529143359 |
| 2017-10-01 | 5.43325536649198 |
| 2017-11-01 | 5.47331504171649 |
| 2017-12-01 | 5.44049218413598 |
| 2018-01-01 | 5.40285579219681 |
| 2018-02-01 | 5.37639404072677 |
| 2018-03-01 | 5.34883116562439 |
| 2018-04-01 | 5.36296501319659 |
| 2018-05-01 | 5.36130202375434 |
| 2018-06-01 | 5.33293898002019 |
| 2018-07-01 | 5.20151035684370 |
| 2018-08-01 | 5.14118597794362 |
| 2018-09-01 | 5.20883094190212 |
| 2018-10-01 | 5.23185993819689 |
| 2018-11-01 | 5.17611908469040 |
| 2018-12-01 | 5.16150595104113 |
| 2019-01-01 | 5.21972844609181 |
| 2019-02-01 | 5.16931167839085 |
| 2019-03-01 | 5.14486005276470 |
| 2019-04-01 | 5.15649668641841 |
| 2019-05-01 | 5.16369106110100 |
| 2019-06-01 | 5.13765567351733 |
| 2019-07-01 | 5.17136811978621 |
| 2019-08-01 | 5.13227091712080 |
| 2019-09-01 | 5.10926146007158 |
| 2019-10-01 | 5.13891411781273 |
| 2019-11-01 | 5.19083216020208 |
| 2019-12-01 | 5.18470308875932 |
| 2020-01-01 | 5.13038743502662 |
| 2020-02-01 | 5.15885949023631 |
| 2020-03-01 | 5.13311566849575 |
| 2020-04-01 | 2.84966981247922 |
| 2020-05-01 | 3.56558099702695 |
| 2020-06-01 | 4.14424364794905 |
| 2020-07-01 | 4.24383653163217 |
| 2020-08-01 | 4.41943368365920 |
| 2020-09-01 | 4.41590823043343 |
| 2020-10-01 | 4.44930992636332 |
| 2020-11-01 | 4.21162981588009 |
| 2020-12-01 | 4.10287958673986 |
| 2021-01-01 | 4.33245411967784 |
| 2021-02-01 | 4.44937908625990 |
| 2021-03-01 | 4.51861154627669 |
| 2021-04-01 | 4.54235192961492 |
| 2021-05-01 | 4.56877857781693 |
| 2021-06-01 | 4.64755056046441 |
| 2021-07-01 | 4.72890297481175 |
| 2021-08-01 | 4.70882395850115 |
| 2021-09-01 | 4.71444940162896 |
| 2021-10-01 | 4.76147803551618 |
| 2021-11-01 | 4.73805145761345 |
| 2021-12-01 | 4.71562438983471 |
| 2022-01-01 | 4.72294169021469 |
| 2022-02-01 | 4.74053700391054 |
| 2022-03-01 | 4.81081996884778 |
| 2022-04-01 | 4.84157231549123 |
| 2022-05-01 | 4.77451206376900 |
| 2022-06-01 | 4.74240794187813 |
| 2022-07-01 | 4.71970792414963 |
| 2022-08-01 | 4.70015818101151 |
| 2022-09-01 | 4.71658447191689 |
| 2022-10-01 | 4.66415949511834 |
| 2022-11-01 | 4.76030611903881 |
| 2022-12-01 | 4.62407489443647 |
| 2023-01-01 | 4.81039520599656 |
| 2023-02-01 | 4.84035442080655 |
| 2023-03-01 | 4.81171034431467 |
| 2023-04-01 | 4.73936041805665 |
| 2023-05-01 | 4.87531746794390 |
| 2023-06-01 | 4.73053868307555 |
| 2023-07-01 | 4.82328650086570 |
| 2023-08-01 | 4.89940071513610 |
| 2023-09-01 | 4.81353334483471 |
| 2023-10-01 | 4.86098925738306 |
| 2023-11-01 | 4.87607104217618 |
| 2023-12-01 | 4.92966169489803 |
| 2024-01-01 | 4.99514203150958 |
| 2024-02-01 | 4.94121365751495 |
| 2024-03-01 | 4.91892635341076 |
| 2024-04-01 | 4.94533919560750 |
| 2024-05-01 | 4.87330563352492 |
| 2024-06-01 | 4.92111201317399 |
| 2024-07-01 | 4.82606180168200 |
| 2024-08-01 | 4.79800851472711 |
| 2024-09-01 | 4.81355598528967 |
| 2024-10-01 | 4.75180915734229 |
| 2024-11-01 | 4.68395083124383 |
| 2024-12-01 | 4.73289444650286 |
| 2025-01-01 | 4.68547175640963 |
| 2025-02-01 | 4.64493979041131 |
| 2025-03-01 | 4.62835491632207 |
| 2025-04-01 | 4.64945222826356 |
| 2025-05-01 | 4.67161334414951 |
| 2025-06-01 | 4.71381206383295 |
| 2025-07-01 | 4.83046191516073 |
| 2025-08-01 | 4.69842228156165 |
| 2025-09-01 | 4.70848336617768 |
| 2025-10-01 | 4.74387023185125 |
| 2025-11-01 | 4.68830621617037 |
| 2025-12-01 | 4.63429613877698 |