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 2026-04-01 |
| Last Updated | 2026-05-26 3:00 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 | 4.52800442356065 |
| 1990-02-01 | 4.55158206614941 |
| 1990-03-01 | 4.52936474874562 |
| 1990-04-01 | 4.55496629045018 |
| 1990-05-01 | 4.54682039050245 |
| 1990-06-01 | 4.54706536697468 |
| 1990-07-01 | 4.69076941197433 |
| 1990-08-01 | 4.71668478516072 |
| 1990-09-01 | 4.78262277862807 |
| 1990-10-01 | 4.72622615308099 |
| 1990-11-01 | 4.72285669037046 |
| 1990-12-01 | 4.80653503854434 |
| 1991-01-01 | 4.62547232801138 |
| 1991-02-01 | 4.65353010863996 |
| 1991-03-01 | 4.72842727292002 |
| 1991-04-01 | 4.65212759290810 |
| 1991-05-01 | 4.74614505824167 |
| 1991-06-01 | 4.74110770360606 |
| 1991-07-01 | 4.79253360197420 |
| 1991-08-01 | 4.81914237907237 |
| 1991-09-01 | 4.78025637942067 |
| 1991-10-01 | 4.83508847239547 |
| 1991-11-01 | 4.82422011096730 |
| 1991-12-01 | 4.81280950346591 |
| 1992-01-01 | 4.82205496145145 |
| 1992-02-01 | 4.85474831937277 |
| 1992-03-01 | 4.82068854840492 |
| 1992-04-01 | 4.84897913892916 |
| 1992-05-01 | 4.84070758405052 |
| 1992-06-01 | 4.83477605149611 |
| 1992-07-01 | 4.79576156290176 |
| 1992-08-01 | 4.82560358040521 |
| 1992-09-01 | 4.87600726767225 |
| 1992-10-01 | 4.94760129947982 |
| 1992-11-01 | 4.92568164844726 |
| 1992-12-01 | 5.02294539039142 |
| 1993-01-01 | 5.01788402246096 |
| 1993-02-01 | 5.05478489944571 |
| 1993-03-01 | 5.01269556179601 |
| 1993-04-01 | 5.04393403394460 |
| 1993-05-01 | 5.03679165330590 |
| 1993-06-01 | 5.02844633848977 |
| 1993-07-01 | 4.99948623518636 |
| 1993-08-01 | 4.92867309076201 |
| 1993-09-01 | 4.96348181362512 |
| 1993-10-01 | 4.96366452847592 |
| 1993-11-01 | 5.03169512020998 |
| 1993-12-01 | 5.13063985082507 |
| 1994-01-01 | 5.01764548231098 |
| 1994-02-01 | 4.95109445386395 |
| 1994-03-01 | 5.00401488268618 |
| 1994-04-01 | 5.04548832672282 |
| 1994-05-01 | 5.03628621777484 |
| 1994-06-01 | 5.12983705931585 |
| 1994-07-01 | 5.09617035659529 |
| 1994-08-01 | 5.12847344192227 |
| 1994-09-01 | 5.14618888601315 |
| 1994-10-01 | 5.07534083481556 |
| 1994-11-01 | 5.13415824218862 |
| 1994-12-01 | 5.13706656290378 |
| 1995-01-01 | 5.32309278295029 |
| 1995-02-01 | 5.24607667139839 |
| 1995-03-01 | 5.29987188449144 |
| 1995-04-01 | 5.25163293490685 |
| 1995-05-01 | 5.34450546520022 |
| 1995-06-01 | 5.23493905094968 |
| 1995-07-01 | 5.28712464191512 |
| 1995-08-01 | 5.22180902631322 |
| 1995-09-01 | 5.32409842946785 |
| 1995-10-01 | 5.38209562989698 |
| 1995-11-01 | 5.43458532223921 |
| 1995-12-01 | 5.44185304404569 |
| 1996-01-01 | 5.53386348149027 |
| 1996-02-01 | 5.54042712051371 |
| 1996-03-01 | 5.59825370539500 |
| 1996-04-01 | 5.66282735747125 |
| 1996-05-01 | 5.64705936728062 |
| 1996-06-01 | 5.64925068765710 |
| 1996-07-01 | 5.57753397618156 |
| 1996-08-01 | 5.61763016741865 |
| 1996-09-01 | 5.51188267454800 |
| 1996-10-01 | 5.37404303344261 |
| 1996-11-01 | 5.32859716245593 |
| 1996-12-01 | 5.34278716874176 |
| 1997-01-01 | 5.24675747493840 |
| 1997-02-01 | 5.23681586062076 |
| 1997-03-01 | 5.20370467052580 |
| 1997-04-01 | 5.16558629440721 |
| 1997-05-01 | 3.84530678727760 |
| 1997-06-01 | 4.56380881130970 |
| 1997-07-01 | 4.77481573320479 |
| 1997-08-01 | 4.81699271137580 |
| 1997-09-01 | 4.90899893899048 |
| 1997-10-01 | 4.96379232694566 |
| 1997-11-01 | 4.92442854277481 |
| 1997-12-01 | 4.83814931738270 |
| 1998-01-01 | 4.95715205374937 |
| 1998-02-01 | 5.03350109806217 |
| 1998-03-01 | 5.00487493759477 |
| 1998-04-01 | 4.95768965956121 |
| 1998-05-01 | 4.93375271497279 |
| 1998-06-01 | 4.97632673459031 |
| 1998-07-01 | 4.98572209454438 |
| 1998-08-01 | 4.93596510357192 |
| 1998-09-01 | 4.92271976182966 |
| 1998-10-01 | 4.84554042780810 |
| 1998-11-01 | 4.91670117149518 |
| 1998-12-01 | 4.83140761218404 |
| 1999-01-01 | 4.85572051365182 |
| 1999-02-01 | 4.82940249884608 |
| 1999-03-01 | 4.79856297105460 |
| 1999-04-01 | 4.84070932322460 |
| 1999-05-01 | 4.92259166167444 |
| 1999-06-01 | 4.88470268742810 |
| 1999-07-01 | 4.90841350694504 |
| 1999-08-01 | 4.96877763255700 |
| 1999-09-01 | 4.94585995365000 |
| 1999-10-01 | 5.03554651059847 |
| 1999-11-01 | 5.00085944438321 |
| 1999-12-01 | 5.02197963883721 |
| 2000-01-01 | 4.94519111208386 |
| 2000-02-01 | 4.91706267141632 |
| 2000-03-01 | 4.87934639447647 |
| 2000-04-01 | 4.92587306633082 |
| 2000-05-01 | 4.91126391835517 |
| 2000-06-01 | 4.89698657422218 |
| 2000-07-01 | 5.04761412832752 |
| 2000-08-01 | 5.01492612392976 |
| 2000-09-01 | 4.97808706832012 |
| 2000-10-01 | 4.91377947356413 |
| 2000-11-01 | 4.87801949532268 |
| 2000-12-01 | 4.90237904002082 |
| 2001-01-01 | 4.92716176852300 |
| 2001-02-01 | 4.89499792133884 |
| 2001-03-01 | 5.05587685038491 |
| 2001-04-01 | 5.12757933943000 |
| 2001-05-01 | 5.11869654737982 |
| 2001-06-01 | 5.11476632868787 |
| 2001-07-01 | 4.98346343920358 |
| 2001-08-01 | 4.95645290001956 |
| 2001-09-01 | 4.99765548182364 |
| 2001-10-01 | 5.19653459133307 |
| 2001-11-01 | 5.05436813165212 |
| 2001-12-01 | 5.07598557854687 |
| 2002-01-01 | 5.20853375007817 |
| 2002-02-01 | 5.16674034101563 |
| 2002-03-01 | 5.02881271246995 |
| 2002-04-01 | 5.24230493765747 |
| 2002-05-01 | 5.24580571544914 |
| 2002-06-01 | 5.43511561597811 |
| 2002-07-01 | 5.21616415847421 |
| 2002-08-01 | 5.19618419809393 |
| 2002-09-01 | 5.20776489452320 |
| 2002-10-01 | 5.16944340651492 |
| 2002-11-01 | 5.32905236708210 |
| 2002-12-01 | 5.24534950060730 |
| 2003-01-01 | 5.19194083131371 |
| 2003-02-01 | 5.23329535487733 |
| 2003-03-01 | 5.20571954295801 |
| 2003-04-01 | 5.17835491068902 |
| 2003-05-01 | 5.18494099957526 |
| 2003-06-01 | 5.15843263386544 |
| 2003-07-01 | 5.13609662193404 |
| 2003-08-01 | 5.22002181477128 |
| 2003-09-01 | 5.20457310379866 |
| 2003-10-01 | 5.34383968782357 |
| 2003-11-01 | 5.30560254574971 |
| 2003-12-01 | 5.32312592653473 |
| 2004-01-01 | 5.27856251826119 |
| 2004-02-01 | 5.30712957484226 |
| 2004-03-01 | 5.28910896236841 |
| 2004-04-01 | 5.21387846852344 |
| 2004-05-01 | 5.12359838694090 |
| 2004-06-01 | 5.17621319614351 |
| 2004-07-01 | 5.45324402744514 |
| 2004-08-01 | 5.62886210902656 |
| 2004-09-01 | 5.50864447810523 |
| 2004-10-01 | 5.41515011271109 |
| 2004-11-01 | 5.38577175825655 |
| 2004-12-01 | 5.40089399354615 |
| 2005-01-01 | 5.66021427997256 |
| 2005-02-01 | 5.39613929253400 |
| 2005-03-01 | 5.38430131952771 |
| 2005-04-01 | 5.44604922753104 |
| 2005-05-01 | 5.26119014308453 |
| 2005-06-01 | 5.38797494103077 |
| 2005-07-01 | 5.46001492819265 |
| 2005-08-01 | 5.42264503838355 |
| 2005-09-01 | 5.50760232659958 |
| 2005-10-01 | 5.49768308694552 |
| 2005-11-01 | 5.57389405530984 |
| 2005-12-01 | 5.59107893288783 |
| 2006-01-01 | 5.43755304125541 |
| 2006-02-01 | 5.60213057068472 |
| 2006-03-01 | 5.58716415023955 |
| 2006-04-01 | 5.45353475140700 |
| 2006-05-01 | 5.59290540049715 |
| 2006-06-01 | 5.48676584794837 |
| 2006-07-01 | 5.46597085515838 |
| 2006-08-01 | 5.51969153540778 |
| 2006-09-01 | 5.51607787921667 |
| 2006-10-01 | 5.59175150186607 |
| 2006-11-01 | 5.45890764503505 |
| 2006-12-01 | 5.47849758851452 |
| 2007-01-01 | 5.61447133949529 |
| 2007-02-01 | 5.81583461212744 |
| 2007-03-01 | 5.79236492597572 |
| 2007-04-01 | 5.65092324239631 |
| 2007-05-01 | 5.91028238528057 |
| 2007-06-01 | 5.99000696682413 |
| 2007-07-01 | 5.97259162979228 |
| 2007-08-01 | 6.02082547166942 |
| 2007-09-01 | 5.93214532752336 |
| 2007-10-01 | 5.98617804193950 |
| 2007-11-01 | 6.03989613454713 |
| 2007-12-01 | 6.06951463029794 |
| 2008-01-01 | 6.09004740151464 |
| 2008-02-01 | 5.93110333470135 |
| 2008-03-01 | 5.89394489465548 |
| 2008-04-01 | 6.03976483598876 |
| 2008-05-01 | 5.82347761232260 |
| 2008-06-01 | 5.90013623482470 |
| 2008-07-01 | 5.88408540380591 |
| 2008-08-01 | 5.92506610875099 |
| 2008-09-01 | 5.95817494460238 |
| 2008-10-01 | 5.88361173246732 |
| 2008-11-01 | 5.91576024266925 |
| 2008-12-01 | 5.84515192756068 |
| 2009-01-01 | 5.86681069218069 |
| 2009-02-01 | 5.84017940607414 |
| 2009-03-01 | 5.79378381835669 |
| 2009-04-01 | 5.63017718823104 |
| 2009-05-01 | 5.83699179947809 |
| 2009-06-01 | 5.92045618739319 |
| 2009-07-01 | 5.90283832442483 |
| 2009-08-01 | 5.83626345649878 |
| 2009-09-01 | 5.87695928761080 |
| 2009-10-01 | 5.77255818682290 |
| 2009-11-01 | 5.79496106867392 |
| 2009-12-01 | 5.82318763927588 |
| 2010-01-01 | 5.74230555042967 |
| 2010-02-01 | 5.53698740835661 |
| 2010-03-01 | 5.88826338032588 |
| 2010-04-01 | 5.92748736217388 |
| 2010-05-01 | 5.95450065430714 |
| 2010-06-01 | 5.84522480463162 |
| 2010-07-01 | 5.92271733916115 |
| 2010-08-01 | 5.85265149485299 |
| 2010-09-01 | 5.79241183218413 |
| 2010-10-01 | 5.95961014024660 |
| 2010-11-01 | 5.87283290062297 |
| 2010-12-01 | 5.79722480739630 |
| 2011-01-01 | 5.83274764212431 |
| 2011-02-01 | 5.72326761539432 |
| 2011-03-01 | 5.77600150664249 |
| 2011-04-01 | 5.73482949550852 |
| 2011-05-01 | 5.76070369188891 |
| 2011-06-01 | 5.76707179023841 |
| 2011-07-01 | 5.84830548406202 |
| 2011-08-01 | 5.97041373662331 |
| 2011-09-01 | 6.21002370200844 |
| 2011-10-01 | 5.93708272662253 |
| 2011-11-01 | 5.95727960252999 |
| 2011-12-01 | 6.18272073137722 |
| 2012-01-01 | 6.32565159537758 |
| 2012-02-01 | 6.20585959628560 |
| 2012-03-01 | 6.16403548736080 |
| 2012-04-01 | 6.24819789297613 |
| 2012-05-01 | 6.15508391106572 |
| 2012-06-01 | 6.17733328070027 |
| 2012-07-01 | 6.07343512304781 |
| 2012-08-01 | 6.08456907640251 |
| 2012-09-01 | 6.12726422618009 |
| 2012-10-01 | 6.12871085212465 |
| 2012-11-01 | 6.04311140051256 |
| 2012-12-01 | 6.07323102319440 |
| 2013-01-01 | 6.12027860710516 |
| 2013-02-01 | 6.09359071230719 |
| 2013-03-01 | 6.05654180745346 |
| 2013-04-01 | 5.95253992764903 |
| 2013-05-01 | 5.94332993967112 |
| 2013-06-01 | 5.97455675356328 |
| 2013-07-01 | 6.09893780678094 |
| 2013-08-01 | 6.09901119418658 |
| 2013-09-01 | 6.13769707160162 |
| 2013-10-01 | 6.22426571045933 |
| 2013-11-01 | 6.23867711351641 |
| 2013-12-01 | 6.18108647685940 |
| 2014-01-01 | 6.10604757951593 |
| 2014-02-01 | 6.38046955809009 |
| 2014-03-01 | 6.14903520621739 |
| 2014-04-01 | 5.96581365534457 |
| 2014-05-01 | 6.13429421418185 |
| 2014-06-01 | 6.16514399734540 |
| 2014-07-01 | 6.10834144529804 |
| 2014-08-01 | 6.10665458601665 |
| 2014-09-01 | 6.04317896940293 |
| 2014-10-01 | 6.02940745171773 |
| 2014-11-01 | 6.03735709097920 |
| 2014-12-01 | 6.09172322151077 |
| 2015-01-01 | 5.99481856866554 |
| 2015-02-01 | 6.07800231645794 |
| 2015-03-01 | 6.03775125087000 |
| 2015-04-01 | 6.38036314778975 |
| 2015-05-01 | 6.33297247629144 |
| 2015-06-01 | 6.15731099038250 |
| 2015-07-01 | 6.09396449951341 |
| 2015-08-01 | 6.11144206378467 |
| 2015-09-01 | 6.14647083509793 |
| 2015-10-01 | 6.12978531224759 |
| 2015-11-01 | 6.24370823742237 |
| 2015-12-01 | 6.20646950153823 |
| 2016-01-01 | 6.27818469168972 |
| 2016-02-01 | 5.98367622033252 |
| 2016-03-01 | 6.33175364487157 |
| 2016-04-01 | 6.40209939874590 |
| 2016-05-01 | 6.44422983509979 |
| 2016-06-01 | 6.05313156425054 |
| 2016-07-01 | 6.16064479154801 |
| 2016-08-01 | 6.20244021346442 |
| 2016-09-01 | 6.54254731498942 |
| 2016-10-01 | 6.23203027519741 |
| 2016-11-01 | 6.14597343791374 |
| 2016-12-01 | 6.11623504925399 |
| 2017-01-01 | 6.26885111416283 |
| 2017-02-01 | 6.29925947075377 |
| 2017-03-01 | 6.23672956071683 |
| 2017-04-01 | 6.12957687712706 |
| 2017-05-01 | 6.16992626024457 |
| 2017-06-01 | 6.24696590243913 |
| 2017-07-01 | 6.21022870498548 |
| 2017-08-01 | 6.28644200250107 |
| 2017-09-01 | 6.21644407994392 |
| 2017-10-01 | 6.22412923663383 |
| 2017-11-01 | 6.26124990225747 |
| 2017-12-01 | 6.33342551823080 |
| 2018-01-01 | 6.26405803075987 |
| 2018-02-01 | 6.21819375704676 |
| 2018-03-01 | 6.24832206944788 |
| 2018-04-01 | 6.16747234961419 |
| 2018-05-01 | 6.09869937903512 |
| 2018-06-01 | 6.04051351759767 |
| 2018-07-01 | 6.15521375945380 |
| 2018-08-01 | 5.95437626500884 |
| 2018-09-01 | 5.98372961432820 |
| 2018-10-01 | 6.01349310561406 |
| 2018-11-01 | 5.97723959234310 |
| 2018-12-01 | 5.94485142451468 |
| 2019-01-01 | 5.98003391682842 |
| 2019-02-01 | 5.73828623345545 |
| 2019-03-01 | 5.96360767825752 |
| 2019-04-01 | 5.99971824459218 |
| 2019-05-01 | 5.92310406701420 |
| 2019-06-01 | 5.92853343350976 |
| 2019-07-01 | 5.90721255106522 |
| 2019-08-01 | 5.92873739903615 |
| 2019-09-01 | 5.84350368560635 |
| 2019-10-01 | 5.90204473834890 |
| 2019-11-01 | 5.99992297399856 |
| 2019-12-01 | 5.55789481142360 |
| 2020-01-01 | 5.89764383512726 |
| 2020-02-01 | 6.15421552263537 |
| 2020-03-01 | 5.87724799770477 |
| 2020-04-01 | 3.41742498903033 |
| 2020-05-01 | 4.53290902346405 |
| 2020-06-01 | 4.81999825624268 |
| 2020-07-01 | 4.88589666377480 |
| 2020-08-01 | 5.10138998030861 |
| 2020-09-01 | 4.91898193806589 |
| 2020-10-01 | 4.69644317298655 |
| 2020-11-01 | 4.51655155714815 |
| 2020-12-01 | 4.56428510742547 |
| 2021-01-01 | 4.61788994665293 |
| 2021-02-01 | 5.05955464749522 |
| 2021-03-01 | 5.17690354871430 |
| 2021-04-01 | 5.21873374117025 |
| 2021-05-01 | 5.33600633253157 |
| 2021-06-01 | 5.31879855144289 |
| 2021-07-01 | 5.38824039671553 |
| 2021-08-01 | 5.49528929556134 |
| 2021-09-01 | 5.69895652523705 |
| 2021-10-01 | 5.48938849632975 |
| 2021-11-01 | 5.43067201011587 |
| 2021-12-01 | 5.26772696021387 |
| 2022-01-01 | 5.42703534660738 |
| 2022-02-01 | 5.65755974263481 |
| 2022-03-01 | 5.46416239226149 |
| 2022-04-01 | 5.51880567347344 |
| 2022-05-01 | 5.43181963803756 |
| 2022-06-01 | 5.52529400622898 |
| 2022-07-01 | 5.40567387568121 |
| 2022-08-01 | 5.39130763866598 |
| 2022-09-01 | 5.49823560719993 |
| 2022-10-01 | 5.48343690052785 |
| 2022-11-01 | 5.53686249288195 |
| 2022-12-01 | 5.05981310509142 |
| 2023-01-01 | 5.64331127749665 |
| 2023-02-01 | 5.54800530711631 |
| 2023-03-01 | 5.54164708884444 |
| 2023-04-01 | 5.51222814787750 |
| 2023-05-01 | 5.52952717748597 |
| 2023-06-01 | 5.53394308492378 |
| 2023-07-01 | 5.62422752016793 |
| 2023-08-01 | 5.70595690422278 |
| 2023-09-01 | 5.59952129856774 |
| 2023-10-01 | 5.67688342413660 |
| 2023-11-01 | 5.43460338378778 |
| 2023-12-01 | 5.75317757607248 |
| 2024-01-01 | 6.04831726759287 |
| 2024-02-01 | 5.64239788499829 |
| 2024-03-01 | 5.92511190002131 |
| 2024-04-01 | 5.90903046243927 |
| 2024-05-01 | 5.82581980101120 |
| 2024-06-01 | 5.74459981556724 |
| 2024-07-01 | 5.73645066631465 |
| 2024-08-01 | 5.71062281320989 |
| 2024-09-01 | 5.80843385080840 |
| 2024-10-01 | 5.87184028651300 |
| 2024-11-01 | 5.92841048742860 |
| 2024-12-01 | 5.94904317709461 |
| 2025-01-01 | 5.85851261439290 |
| 2025-02-01 | 6.03759235694309 |
| 2025-03-01 | 5.81240695137660 |
| 2025-04-01 | 5.80579987214244 |
| 2025-05-01 | 5.92328734208620 |
| 2025-06-01 | 5.95098519976331 |
| 2025-07-01 | 5.94209133904488 |
| 2025-08-01 | 5.91832899305615 |
| 2025-09-01 | 5.90741208260497 |
| 2025-10-01 | 5.86851067985458 |
| 2025-11-01 | 5.82387648786931 |
| 2025-12-01 | 5.64847313661782 |
| 2026-01-01 | 5.76187734319480 |
| 2026-02-01 | 5.83854133367515 |
| 2026-03-01 | 5.91041906157951 |
| 2026-04-01 | 5.90820208802540 |