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 2026-05-01 |
| Last Updated | 2026-06-24 10:04 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 | 4.52800524119920 |
| 1990-02-01 | 4.55158213142790 |
| 1990-03-01 | 4.52936480227072 |
| 1990-04-01 | 4.55496681202122 |
| 1990-05-01 | 4.54682038632944 |
| 1990-06-01 | 4.54706577496790 |
| 1990-07-01 | 4.69076931945339 |
| 1990-08-01 | 4.71668434038885 |
| 1990-09-01 | 4.78262204709449 |
| 1990-10-01 | 4.72622596101735 |
| 1990-11-01 | 4.72285645851475 |
| 1990-12-01 | 4.80653487746874 |
| 1991-01-01 | 4.62547295868816 |
| 1991-02-01 | 4.65353041881365 |
| 1991-03-01 | 4.72842730242390 |
| 1991-04-01 | 4.65212806631548 |
| 1991-05-01 | 4.74614507698114 |
| 1991-06-01 | 4.74110835993570 |
| 1991-07-01 | 4.79253348915954 |
| 1991-08-01 | 4.81914181053105 |
| 1991-09-01 | 4.78025564043869 |
| 1991-10-01 | 4.83508797916356 |
| 1991-11-01 | 4.82421980583548 |
| 1991-12-01 | 4.81280927223190 |
| 1992-01-01 | 4.82205536954740 |
| 1992-02-01 | 4.85474894638815 |
| 1992-03-01 | 4.82068865916654 |
| 1992-04-01 | 4.84897963638783 |
| 1992-05-01 | 4.84070878153540 |
| 1992-06-01 | 4.83477684753389 |
| 1992-07-01 | 4.79576138639859 |
| 1992-08-01 | 4.82560161673266 |
| 1992-09-01 | 4.87600652412398 |
| 1992-10-01 | 4.94760034572993 |
| 1992-11-01 | 4.92568117548223 |
| 1992-12-01 | 5.02294510479860 |
| 1993-01-01 | 5.01788431320830 |
| 1993-02-01 | 5.05478621761803 |
| 1993-03-01 | 5.01269620235024 |
| 1993-04-01 | 5.04393489069342 |
| 1993-05-01 | 5.03679425640071 |
| 1993-06-01 | 5.02844723882488 |
| 1993-07-01 | 4.99948564430058 |
| 1993-08-01 | 4.92866972037211 |
| 1993-09-01 | 4.96348046417274 |
| 1993-10-01 | 4.96366258685344 |
| 1993-11-01 | 5.03169408003944 |
| 1993-12-01 | 5.13063926887448 |
| 1994-01-01 | 5.01764569488813 |
| 1994-02-01 | 4.95109655617715 |
| 1994-03-01 | 5.00401705110362 |
| 1994-04-01 | 5.04549148933517 |
| 1994-05-01 | 5.03629043115320 |
| 1994-06-01 | 5.12983932376934 |
| 1994-07-01 | 5.09616672660554 |
| 1994-08-01 | 5.12846720119212 |
| 1994-09-01 | 5.14618630157478 |
| 1994-10-01 | 5.07533833053680 |
| 1994-11-01 | 5.13415684844143 |
| 1994-12-01 | 5.13706580087749 |
| 1995-01-01 | 5.32309345965894 |
| 1995-02-01 | 5.24607997779742 |
| 1995-03-01 | 5.29987592204269 |
| 1995-04-01 | 5.25163866608591 |
| 1995-05-01 | 5.34451026890044 |
| 1995-06-01 | 5.23494267052805 |
| 1995-07-01 | 5.28711767484510 |
| 1995-08-01 | 5.22180089105259 |
| 1995-09-01 | 5.32409421185835 |
| 1995-10-01 | 5.38209246826289 |
| 1995-11-01 | 5.43458361844143 |
| 1995-12-01 | 5.44185223088482 |
| 1996-01-01 | 5.53386485525707 |
| 1996-02-01 | 5.54043127609485 |
| 1996-03-01 | 5.59825945560290 |
| 1996-04-01 | 5.66283553559616 |
| 1996-05-01 | 5.64706457988298 |
| 1996-06-01 | 5.64925535063440 |
| 1996-07-01 | 5.57752387048973 |
| 1996-08-01 | 5.61762009461938 |
| 1996-09-01 | 5.51187728532787 |
| 1996-10-01 | 5.37403994885153 |
| 1996-11-01 | 5.32859562588752 |
| 1996-12-01 | 5.34278668647425 |
| 1997-01-01 | 5.24675973639130 |
| 1997-02-01 | 5.23682054075595 |
| 1997-03-01 | 5.20371114797920 |
| 1997-04-01 | 5.16559502965733 |
| 1997-05-01 | 3.84531116138763 |
| 1997-06-01 | 4.56381313531056 |
| 1997-07-01 | 4.77480470961900 |
| 1997-08-01 | 4.81698356344174 |
| 1997-09-01 | 4.90899322925666 |
| 1997-10-01 | 4.96378937101903 |
| 1997-11-01 | 4.92442712083800 |
| 1997-12-01 | 4.83814905224736 |
| 1998-01-01 | 4.95715449802895 |
| 1998-02-01 | 5.03350564673774 |
| 1998-03-01 | 5.00488123729676 |
| 1998-04-01 | 4.95769817631625 |
| 1998-05-01 | 4.93375585497432 |
| 1998-06-01 | 4.97633086188068 |
| 1998-07-01 | 4.98571080137784 |
| 1998-08-01 | 4.93595727815864 |
| 1998-09-01 | 4.92271471928545 |
| 1998-10-01 | 4.84553837965861 |
| 1998-11-01 | 4.91670036623261 |
| 1998-12-01 | 4.83140772938550 |
| 1999-01-01 | 4.85572294072762 |
| 1999-02-01 | 4.82940654172063 |
| 1999-03-01 | 4.79856782259828 |
| 1999-04-01 | 4.84071548026288 |
| 1999-05-01 | 4.92259326110223 |
| 1999-06-01 | 4.88470543695807 |
| 1999-07-01 | 4.90840472579936 |
| 1999-08-01 | 4.96877276722568 |
| 1999-09-01 | 4.94585636054274 |
| 1999-10-01 | 5.03554505236964 |
| 1999-11-01 | 5.00085911308791 |
| 1999-12-01 | 5.02197996631715 |
| 2000-01-01 | 4.94519292900033 |
| 2000-02-01 | 4.91706570069450 |
| 2000-03-01 | 4.87934935578577 |
| 2000-04-01 | 4.92587648110899 |
| 2000-05-01 | 4.91126485200294 |
| 2000-06-01 | 4.89698790537690 |
| 2000-07-01 | 5.04760862378015 |
| 2000-08-01 | 5.01492327855578 |
| 2000-09-01 | 4.97808514832007 |
| 2000-10-01 | 4.91377869852119 |
| 2000-11-01 | 4.87801962179046 |
| 2000-12-01 | 4.90237951757402 |
| 2001-01-01 | 4.92716297521300 |
| 2001-02-01 | 4.89499983105075 |
| 2001-03-01 | 5.05587810403618 |
| 2001-04-01 | 5.12758025000939 |
| 2001-05-01 | 5.11869700101159 |
| 2001-06-01 | 5.11476628580997 |
| 2001-07-01 | 4.98346107983948 |
| 2001-08-01 | 4.95645218585959 |
| 2001-09-01 | 4.99765483559605 |
| 2001-10-01 | 5.19653408307778 |
| 2001-11-01 | 5.05436827637412 |
| 2001-12-01 | 5.07598583970177 |
| 2002-01-01 | 5.20853416231800 |
| 2002-02-01 | 5.16674137576078 |
| 2002-03-01 | 5.02881313176863 |
| 2002-04-01 | 5.24230519291842 |
| 2002-05-01 | 5.24580583114624 |
| 2002-06-01 | 5.43511562104154 |
| 2002-07-01 | 5.21616279883010 |
| 2002-08-01 | 5.19618403517371 |
| 2002-09-01 | 5.20776479139186 |
| 2002-10-01 | 5.16944325868855 |
| 2002-11-01 | 5.32905261407319 |
| 2002-12-01 | 5.24534962900700 |
| 2003-01-01 | 5.19194095369632 |
| 2003-02-01 | 5.23329583437604 |
| 2003-03-01 | 5.20571962609407 |
| 2003-04-01 | 5.17835490650998 |
| 2003-05-01 | 5.18494097926609 |
| 2003-06-01 | 5.15843263359006 |
| 2003-07-01 | 5.13609598208004 |
| 2003-08-01 | 5.22002179259062 |
| 2003-09-01 | 5.20457313120493 |
| 2003-10-01 | 5.34383964481440 |
| 2003-11-01 | 5.30560277328379 |
| 2003-12-01 | 5.32312597621273 |
| 2004-01-01 | 5.27856254702476 |
| 2004-02-01 | 5.30712977042108 |
| 2004-03-01 | 5.28910897479129 |
| 2004-04-01 | 5.21387842416824 |
| 2004-05-01 | 5.12359832969575 |
| 2004-06-01 | 5.17621313866734 |
| 2004-07-01 | 5.45324395068140 |
| 2004-08-01 | 5.62886202953274 |
| 2004-09-01 | 5.50864445524052 |
| 2004-10-01 | 5.41515007459058 |
| 2004-11-01 | 5.38577190187747 |
| 2004-12-01 | 5.40089402609582 |
| 2005-01-01 | 5.66021431375471 |
| 2005-02-01 | 5.39613930501817 |
| 2005-03-01 | 5.38430133900902 |
| 2005-04-01 | 5.44604921381514 |
| 2005-05-01 | 5.26119012680380 |
| 2005-06-01 | 5.38797492114608 |
| 2005-07-01 | 5.46001490129056 |
| 2005-08-01 | 5.42264499421019 |
| 2005-09-01 | 5.50760231666797 |
| 2005-10-01 | 5.49768308571816 |
| 2005-11-01 | 5.57389411927806 |
| 2005-12-01 | 5.59107893980127 |
| 2006-01-01 | 5.43755305268142 |
| 2006-02-01 | 5.60213056819139 |
| 2006-03-01 | 5.58716414715842 |
| 2006-04-01 | 5.45353474489911 |
| 2006-05-01 | 5.59290540198615 |
| 2006-06-01 | 5.48676584224019 |
| 2006-07-01 | 5.46597085270129 |
| 2006-08-01 | 5.51969151909439 |
| 2006-09-01 | 5.51607788117404 |
| 2006-10-01 | 5.59175150507557 |
| 2006-11-01 | 5.45890764850739 |
| 2006-12-01 | 5.47849759121828 |
| 2007-01-01 | 5.61447134567308 |
| 2007-02-01 | 5.81583461015287 |
| 2007-03-01 | 5.79236492420897 |
| 2007-04-01 | 5.65092324148912 |
| 2007-05-01 | 5.91028239122292 |
| 2007-06-01 | 5.99000696880878 |
| 2007-07-01 | 5.97259163317181 |
| 2007-08-01 | 6.02082546614143 |
| 2007-09-01 | 5.93214532824477 |
| 2007-10-01 | 5.98617803224205 |
| 2007-11-01 | 6.03989613199296 |
| 2007-12-01 | 6.06951462727555 |
| 2008-01-01 | 6.09004740176436 |
| 2008-02-01 | 5.93110333352201 |
| 2008-03-01 | 5.89394489445453 |
| 2008-04-01 | 6.03976483974013 |
| 2008-05-01 | 5.82347762215868 |
| 2008-06-01 | 5.90013624569214 |
| 2008-07-01 | 5.88408541580551 |
| 2008-08-01 | 5.92506611964104 |
| 2008-09-01 | 5.95817494609143 |
| 2008-10-01 | 5.88361169760626 |
| 2008-11-01 | 5.91576020795993 |
| 2008-12-01 | 5.84515192613928 |
| 2009-01-01 | 5.86681067440376 |
| 2009-02-01 | 5.84017941803849 |
| 2009-03-01 | 5.79378383334671 |
| 2009-04-01 | 5.63017720982945 |
| 2009-05-01 | 5.83699182427984 |
| 2009-06-01 | 5.92045621122964 |
| 2009-07-01 | 5.90283834347474 |
| 2009-08-01 | 5.83626346779161 |
| 2009-09-01 | 5.87695927862376 |
| 2009-10-01 | 5.77255811306098 |
| 2009-11-01 | 5.79496099157477 |
| 2009-12-01 | 5.82318763733125 |
| 2010-01-01 | 5.74230552443238 |
| 2010-02-01 | 5.53698744830633 |
| 2010-03-01 | 5.88826342952655 |
| 2010-04-01 | 5.92748741612744 |
| 2010-05-01 | 5.95450069915741 |
| 2010-06-01 | 5.84522483165067 |
| 2010-07-01 | 5.92271734641836 |
| 2010-08-01 | 5.85265148544641 |
| 2010-09-01 | 5.79241180047533 |
| 2010-10-01 | 5.95961002630350 |
| 2010-11-01 | 5.87283277767327 |
| 2010-12-01 | 5.79722481116880 |
| 2011-01-01 | 5.83274759515089 |
| 2011-02-01 | 5.72326772877411 |
| 2011-03-01 | 5.77600147988494 |
| 2011-04-01 | 5.73483000420338 |
| 2011-05-01 | 5.76070360327084 |
| 2011-06-01 | 5.76707168637862 |
| 2011-07-01 | 5.84830537974745 |
| 2011-08-01 | 5.97041363861148 |
| 2011-09-01 | 6.21002360493925 |
| 2011-10-01 | 5.93708256780801 |
| 2011-11-01 | 5.95727949530634 |
| 2011-12-01 | 6.18272081905829 |
| 2012-01-01 | 6.32565165254004 |
| 2012-02-01 | 6.20585990040416 |
| 2012-03-01 | 6.16403550588367 |
| 2012-04-01 | 6.24819907220496 |
| 2012-05-01 | 6.15508296169155 |
| 2012-06-01 | 6.17733308347072 |
| 2012-07-01 | 6.07343491375419 |
| 2012-08-01 | 6.08456886925984 |
| 2012-09-01 | 6.12726402881937 |
| 2012-10-01 | 6.12871062960235 |
| 2012-11-01 | 6.04311132929834 |
| 2012-12-01 | 6.07323128988022 |
| 2013-01-01 | 6.12027892389661 |
| 2013-02-01 | 6.09359141414726 |
| 2013-03-01 | 6.05654221057774 |
| 2013-04-01 | 5.95254221451737 |
| 2013-05-01 | 5.94332668576491 |
| 2013-06-01 | 5.97455629558003 |
| 2013-07-01 | 6.09893794262738 |
| 2013-08-01 | 6.09901122576183 |
| 2013-09-01 | 6.13769615747824 |
| 2013-10-01 | 6.22426561523273 |
| 2013-11-01 | 6.23867713946873 |
| 2013-12-01 | 6.18108677029809 |
| 2014-01-01 | 6.10604794451535 |
| 2014-02-01 | 6.38047215515629 |
| 2014-03-01 | 6.14903584852218 |
| 2014-04-01 | 5.96581644235663 |
| 2014-05-01 | 6.13428870745369 |
| 2014-06-01 | 6.16514330143277 |
| 2014-07-01 | 6.10834176056131 |
| 2014-08-01 | 6.10665444524715 |
| 2014-09-01 | 6.04317672711419 |
| 2014-10-01 | 6.02940681224852 |
| 2014-11-01 | 6.03735686811626 |
| 2014-12-01 | 6.09172392786878 |
| 2015-01-01 | 5.99482020978808 |
| 2015-02-01 | 6.07800852774787 |
| 2015-03-01 | 6.03775364359879 |
| 2015-04-01 | 6.38036695764928 |
| 2015-05-01 | 6.33296477869549 |
| 2015-06-01 | 6.15730807023659 |
| 2015-07-01 | 6.09396241777597 |
| 2015-08-01 | 6.11143941679465 |
| 2015-09-01 | 6.14646585747418 |
| 2015-10-01 | 6.12978391628761 |
| 2015-11-01 | 6.24370883246216 |
| 2015-12-01 | 6.20647281480919 |
| 2016-01-01 | 6.27819060098342 |
| 2016-02-01 | 5.98368934031116 |
| 2016-03-01 | 6.33176000198039 |
| 2016-04-01 | 6.40210418654433 |
| 2016-05-01 | 6.44422006711428 |
| 2016-06-01 | 6.05312322205074 |
| 2016-07-01 | 6.16063549776359 |
| 2016-08-01 | 6.20243037691579 |
| 2016-09-01 | 6.54253699845736 |
| 2016-10-01 | 6.23202614353426 |
| 2016-11-01 | 6.14597462216835 |
| 2016-12-01 | 6.11624177669626 |
| 2017-01-01 | 6.26886454678401 |
| 2017-02-01 | 6.29929050142697 |
| 2017-03-01 | 6.23675027550808 |
| 2017-04-01 | 6.12960568786445 |
| 2017-05-01 | 6.16989938079989 |
| 2017-06-01 | 6.24693295586864 |
| 2017-07-01 | 6.21019842712873 |
| 2017-08-01 | 6.28641077360280 |
| 2017-09-01 | 6.21642852575253 |
| 2017-10-01 | 6.22410967111076 |
| 2017-11-01 | 6.26130238898493 |
| 2017-12-01 | 6.33343099358116 |
| 2018-01-01 | 6.26408090020864 |
| 2018-02-01 | 6.21823998086033 |
| 2018-03-01 | 6.24835706195689 |
| 2018-04-01 | 6.16752424786917 |
| 2018-05-01 | 6.09865538323194 |
| 2018-06-01 | 6.04045386691110 |
| 2018-07-01 | 6.15515967615078 |
| 2018-08-01 | 5.95431967960568 |
| 2018-09-01 | 5.98370351014144 |
| 2018-10-01 | 6.01345230686277 |
| 2018-11-01 | 5.97733301923361 |
| 2018-12-01 | 5.94486038300841 |
| 2019-01-01 | 5.98004179270337 |
| 2019-02-01 | 5.73844866893435 |
| 2019-03-01 | 5.96363139682811 |
| 2019-04-01 | 5.99977443493550 |
| 2019-05-01 | 5.92303089429287 |
| 2019-06-01 | 5.92844108880418 |
| 2019-07-01 | 5.90713063881838 |
| 2019-08-01 | 5.92865439739523 |
| 2019-09-01 | 5.84346849674941 |
| 2019-10-01 | 5.90198483694827 |
| 2019-11-01 | 6.00006124158651 |
| 2019-12-01 | 5.55791560532658 |
| 2020-01-01 | 5.89764174839610 |
| 2020-02-01 | 6.15448885877753 |
| 2020-03-01 | 5.87725510404809 |
| 2020-04-01 | 3.41746461291321 |
| 2020-05-01 | 4.53281999641754 |
| 2020-06-01 | 4.81988685299056 |
| 2020-07-01 | 4.88579158713364 |
| 2020-08-01 | 5.10127927504050 |
| 2020-09-01 | 4.91891708910417 |
| 2020-10-01 | 4.69635510427410 |
| 2020-11-01 | 4.51672331291916 |
| 2020-12-01 | 4.56431722481689 |
| 2021-01-01 | 4.61791575970734 |
| 2021-02-01 | 5.06000609284828 |
| 2021-03-01 | 5.17689481527271 |
| 2021-04-01 | 5.21874187896238 |
| 2021-05-01 | 5.33586335821203 |
| 2021-06-01 | 5.31861585693286 |
| 2021-07-01 | 5.38806090388797 |
| 2021-08-01 | 5.49512023006356 |
| 2021-09-01 | 5.69886375593319 |
| 2021-10-01 | 5.48930717300800 |
| 2021-11-01 | 5.43094589096347 |
| 2021-12-01 | 5.26784313275943 |
| 2022-01-01 | 5.42718927411028 |
| 2022-02-01 | 5.65820513459093 |
| 2022-03-01 | 5.46415592423227 |
| 2022-04-01 | 5.51872003786578 |
| 2022-05-01 | 5.43151372860448 |
| 2022-06-01 | 5.52488017232378 |
| 2022-07-01 | 5.40526766829112 |
| 2022-08-01 | 5.39101100200812 |
| 2022-09-01 | 5.49814554912771 |
| 2022-10-01 | 5.48349792779267 |
| 2022-11-01 | 5.53736987611625 |
| 2022-12-01 | 5.06021803634487 |
| 2023-01-01 | 5.64374487938576 |
| 2023-02-01 | 5.54896400835715 |
| 2023-03-01 | 5.54176708582821 |
| 2023-04-01 | 5.51223454429914 |
| 2023-05-01 | 5.52822620328630 |
| 2023-06-01 | 5.53283017593456 |
| 2023-07-01 | 5.62336790240610 |
| 2023-08-01 | 5.70552347698321 |
| 2023-09-01 | 5.59963454744227 |
| 2023-10-01 | 5.67747599352188 |
| 2023-11-01 | 5.43579721448727 |
| 2023-12-01 | 5.75432473794073 |
| 2024-01-01 | 6.04930873197268 |
| 2024-02-01 | 5.64355303532357 |
| 2024-03-01 | 5.92511921295310 |
| 2024-04-01 | 5.90852968741619 |
| 2024-05-01 | 5.82305406401642 |
| 2024-06-01 | 5.74273821689153 |
| 2024-07-01 | 5.73517519563335 |
| 2024-08-01 | 5.71015510724291 |
| 2024-09-01 | 5.80889309577287 |
| 2024-10-01 | 5.87311105318914 |
| 2024-11-01 | 5.93045493627359 |
| 2024-12-01 | 5.95107222113602 |
| 2025-01-01 | 5.86016081010327 |
| 2025-02-01 | 6.03895003432101 |
| 2025-03-01 | 5.81231049018537 |
| 2025-04-01 | 5.80478335301743 |
| 2025-05-01 | 5.91830654241977 |
| 2025-06-01 | 5.94843129182440 |
| 2025-07-01 | 5.94052119272115 |
| 2025-08-01 | 5.91794939075744 |
| 2025-09-01 | 5.90832578747872 |
| 2025-10-01 | 5.87053127237745 |
| 2025-11-01 | 5.82684663059813 |
| 2025-12-01 | 5.65141283939443 |
| 2026-01-01 | 5.76417021172610 |
| 2026-02-01 | 5.84004377300675 |
| 2026-03-01 | 5.91010182901239 |
| 2026-04-01 | 5.90642291456983 |
| 2026-05-01 | 5.91000171347495 |