Table Data - All Employees: Leisure and Hospitality: Accommodation in North Dakota
| Title | All Employees: Leisure and Hospitality: Accommodation in North Dakota |
|---|---|
| Series ID | SMU38000007072100001SA |
| 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 2026-02-01 |
| Last Updated | 2026-04-23 11:23 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 | 4.37613035399846 |
| 1990-02-01 | 4.30222684975881 |
| 1990-03-01 | 4.34014761729156 |
| 1990-04-01 | 4.26637470047734 |
| 1990-05-01 | 4.29101843884787 |
| 1990-06-01 | 4.23385837619580 |
| 1990-07-01 | 4.21833723638572 |
| 1990-08-01 | 4.26499354118871 |
| 1990-09-01 | 4.30434258679909 |
| 1990-10-01 | 4.37804621478406 |
| 1990-11-01 | 4.37392961123744 |
| 1990-12-01 | 4.44862686544981 |
| 1991-01-01 | 4.37949330590368 |
| 1991-02-01 | 4.40152254321171 |
| 1991-03-01 | 4.44475055983517 |
| 1991-04-01 | 4.46281925444678 |
| 1991-05-01 | 4.38805558839788 |
| 1991-06-01 | 4.43666185477212 |
| 1991-07-01 | 4.41174039503480 |
| 1991-08-01 | 4.46454390898379 |
| 1991-09-01 | 4.50837167912658 |
| 1991-10-01 | 4.37991069063430 |
| 1991-11-01 | 4.47097266863285 |
| 1991-12-01 | 4.44922826465715 |
| 1992-01-01 | 4.48509258853147 |
| 1992-02-01 | 4.49899589085652 |
| 1992-03-01 | 4.45660926823601 |
| 1992-04-01 | 4.45720061975688 |
| 1992-05-01 | 4.48353192281066 |
| 1992-06-01 | 4.53914244497381 |
| 1992-07-01 | 4.49189616710439 |
| 1992-08-01 | 4.46307012318768 |
| 1992-09-01 | 4.41650609991195 |
| 1992-10-01 | 4.38478476941895 |
| 1992-11-01 | 4.37075669570155 |
| 1992-12-01 | 4.35514106561010 |
| 1993-01-01 | 4.38914432031657 |
| 1993-02-01 | 4.39828676749194 |
| 1993-03-01 | 4.46922226082339 |
| 1993-04-01 | 4.34839706240198 |
| 1993-05-01 | 4.37720010147686 |
| 1993-06-01 | 4.34307319493521 |
| 1993-07-01 | 4.36452687519473 |
| 1993-08-01 | 4.35665151044303 |
| 1993-09-01 | 4.43330954296011 |
| 1993-10-01 | 4.39080735838317 |
| 1993-11-01 | 4.37391300591224 |
| 1993-12-01 | 4.35781625308637 |
| 1994-01-01 | 4.29352622023447 |
| 1994-02-01 | 4.30100972822327 |
| 1994-03-01 | 4.27749208097282 |
| 1994-04-01 | 4.34196684961749 |
| 1994-05-01 | 4.27176140228026 |
| 1994-06-01 | 4.35391332286321 |
| 1994-07-01 | 4.23122965100128 |
| 1994-08-01 | 4.14380554769250 |
| 1994-09-01 | 4.24758665141081 |
| 1994-10-01 | 4.29612407789137 |
| 1994-11-01 | 4.38036440203421 |
| 1994-12-01 | 4.35958465908294 |
| 1995-01-01 | 4.40084301421362 |
| 1995-02-01 | 4.40962806373200 |
| 1995-03-01 | 4.38316764119065 |
| 1995-04-01 | 4.33478189824780 |
| 1995-05-01 | 4.46519333597263 |
| 1995-06-01 | 4.46124426210097 |
| 1995-07-01 | 4.50619106435470 |
| 1995-08-01 | 4.42580181682046 |
| 1995-09-01 | 4.46436111868901 |
| 1995-10-01 | 4.49888179067854 |
| 1995-11-01 | 4.48585063645044 |
| 1995-12-01 | 4.45985955390409 |
| 1996-01-01 | 4.60820107862766 |
| 1996-02-01 | 4.61841593739730 |
| 1996-03-01 | 4.68841911542781 |
| 1996-04-01 | 4.73061833618112 |
| 1996-05-01 | 4.66463560816289 |
| 1996-06-01 | 4.66251026924531 |
| 1996-07-01 | 4.68819287356292 |
| 1996-08-01 | 4.70500094179324 |
| 1996-09-01 | 4.67288504806389 |
| 1996-10-01 | 4.69932893082253 |
| 1996-11-01 | 4.69289489667783 |
| 1996-12-01 | 4.76653160652039 |
| 1997-01-01 | 4.71313135331797 |
| 1997-02-01 | 4.72887537956980 |
| 1997-03-01 | 4.79233086579767 |
| 1997-04-01 | 4.72851817146522 |
| 1997-05-01 | 4.66515308289126 |
| 1997-06-01 | 4.75502545055300 |
| 1997-07-01 | 4.87892645365906 |
| 1997-08-01 | 4.88130842447816 |
| 1997-09-01 | 4.97884135646415 |
| 1997-10-01 | 4.80278992246842 |
| 1997-11-01 | 4.80039707792385 |
| 1997-12-01 | 4.77641007481632 |
| 1998-01-01 | 4.71587200458983 |
| 1998-02-01 | 4.73654353444701 |
| 1998-03-01 | 4.69196242591365 |
| 1998-04-01 | 4.72962661537880 |
| 1998-05-01 | 4.76803874078024 |
| 1998-06-01 | 4.74541774133591 |
| 1998-07-01 | 4.67139586924125 |
| 1998-08-01 | 4.66493068197898 |
| 1998-09-01 | 4.67674012897321 |
| 1998-10-01 | 4.70851318758836 |
| 1998-11-01 | 4.70669135551766 |
| 1998-12-01 | 4.68810219602413 |
| 1999-01-01 | 4.81773590930191 |
| 1999-02-01 | 4.74002090992295 |
| 1999-03-01 | 4.69094182941127 |
| 1999-04-01 | 4.73185838491809 |
| 1999-05-01 | 4.66908460163345 |
| 1999-06-01 | 4.73228372905148 |
| 1999-07-01 | 4.66810801983338 |
| 1999-08-01 | 4.75792688641526 |
| 1999-09-01 | 4.77777032094678 |
| 1999-10-01 | 4.81582479494522 |
| 1999-11-01 | 4.81157926883117 |
| 1999-12-01 | 4.79512703833413 |
| 2000-01-01 | 4.81102331692542 |
| 2000-02-01 | 4.73692547619576 |
| 2000-03-01 | 4.79040185419190 |
| 2000-04-01 | 4.73695545408077 |
| 2000-05-01 | 4.77439490157322 |
| 2000-06-01 | 4.72233099673592 |
| 2000-07-01 | 4.86407302797987 |
| 2000-08-01 | 4.76102167917301 |
| 2000-09-01 | 4.67897252405571 |
| 2000-10-01 | 4.61943851628592 |
| 2000-11-01 | 4.61530808775430 |
| 2000-12-01 | 4.59702077440068 |
| 2001-01-01 | 4.60127233987566 |
| 2001-02-01 | 4.63215328718661 |
| 2001-03-01 | 4.68844354781889 |
| 2001-04-01 | 4.74413048670762 |
| 2001-05-01 | 4.67751153525660 |
| 2001-06-01 | 4.81675193554981 |
| 2001-07-01 | 4.66286669127489 |
| 2001-08-01 | 4.56837813965483 |
| 2001-09-01 | 4.58537826198668 |
| 2001-10-01 | 4.52172959524829 |
| 2001-11-01 | 4.51498870358381 |
| 2001-12-01 | 4.49029364837608 |
| 2002-01-01 | 4.49162427608816 |
| 2002-02-01 | 4.52964192340512 |
| 2002-03-01 | 4.48470454950757 |
| 2002-04-01 | 4.45025959398890 |
| 2002-05-01 | 4.48048316073355 |
| 2002-06-01 | 4.51164677835026 |
| 2002-07-01 | 4.56692112808618 |
| 2002-08-01 | 4.58137796974172 |
| 2002-09-01 | 4.59211105002978 |
| 2002-10-01 | 4.62043370614469 |
| 2002-11-01 | 4.60960450382996 |
| 2002-12-01 | 4.68413101202632 |
| 2003-01-01 | 4.68193209223596 |
| 2003-02-01 | 4.62705950404647 |
| 2003-03-01 | 4.58162284072640 |
| 2003-04-01 | 4.55698753581297 |
| 2003-05-01 | 4.47750880614458 |
| 2003-06-01 | 4.50222927627288 |
| 2003-07-01 | 4.58178760023304 |
| 2003-08-01 | 4.60015490269143 |
| 2003-09-01 | 4.60034309430558 |
| 2003-10-01 | 4.61717062509133 |
| 2003-11-01 | 4.59856884978622 |
| 2003-12-01 | 4.67618556535679 |
| 2004-01-01 | 4.56953915531982 |
| 2004-02-01 | 4.62816887742372 |
| 2004-03-01 | 4.57868916754564 |
| 2004-04-01 | 4.66144187561985 |
| 2004-05-01 | 4.67655735598147 |
| 2004-06-01 | 4.68818972797976 |
| 2004-07-01 | 4.70437305261817 |
| 2004-08-01 | 4.62070393528219 |
| 2004-09-01 | 4.70365017093532 |
| 2004-10-01 | 4.81305663359525 |
| 2004-11-01 | 4.78565152592648 |
| 2004-12-01 | 4.77221574926944 |
| 2005-01-01 | 4.75788520699349 |
| 2005-02-01 | 4.73188231037677 |
| 2005-03-01 | 4.77379251828573 |
| 2005-04-01 | 4.76503360060952 |
| 2005-05-01 | 4.77316409747815 |
| 2005-06-01 | 4.77516612419009 |
| 2005-07-01 | 4.72757645555981 |
| 2005-08-01 | 4.73968411290456 |
| 2005-09-01 | 4.70394233114465 |
| 2005-10-01 | 4.71141673290285 |
| 2005-11-01 | 4.67401470618174 |
| 2005-12-01 | 4.66379110490852 |
| 2006-01-01 | 4.75004776566383 |
| 2006-02-01 | 4.74001886160769 |
| 2006-03-01 | 4.77045470190235 |
| 2006-04-01 | 4.76932139020339 |
| 2006-05-01 | 4.86877300541453 |
| 2006-06-01 | 4.76182842735649 |
| 2006-07-01 | 4.74559154151942 |
| 2006-08-01 | 4.75615617853554 |
| 2006-09-01 | 4.79899721092960 |
| 2006-10-01 | 4.80936681650083 |
| 2006-11-01 | 4.87055665548485 |
| 2006-12-01 | 4.85500957591456 |
| 2007-01-01 | 4.84751832067710 |
| 2007-02-01 | 4.94127730373789 |
| 2007-03-01 | 4.87168524596753 |
| 2007-04-01 | 4.87794319527504 |
| 2007-05-01 | 5.16305986290030 |
| 2007-06-01 | 5.25369362478070 |
| 2007-07-01 | 5.25649661086297 |
| 2007-08-01 | 5.26684166966397 |
| 2007-09-01 | 5.39163426754763 |
| 2007-10-01 | 5.30504711639170 |
| 2007-11-01 | 5.37251653348468 |
| 2007-12-01 | 5.34064089526936 |
| 2008-01-01 | 5.45046507846589 |
| 2008-02-01 | 5.44048807805545 |
| 2008-03-01 | 5.47674255349902 |
| 2008-04-01 | 5.49700032412924 |
| 2008-05-01 | 5.45728061953132 |
| 2008-06-01 | 5.45075904435893 |
| 2008-07-01 | 5.45672553679673 |
| 2008-08-01 | 5.46940867464854 |
| 2008-09-01 | 5.47848641766769 |
| 2008-10-01 | 5.49754173150640 |
| 2008-11-01 | 5.48058660557063 |
| 2008-12-01 | 5.52680568276690 |
| 2009-01-01 | 5.55920056601393 |
| 2009-02-01 | 5.44344851066938 |
| 2009-03-01 | 5.48442383358547 |
| 2009-04-01 | 5.51737954624296 |
| 2009-05-01 | 5.55094993548566 |
| 2009-06-01 | 5.54913250342695 |
| 2009-07-01 | 5.55272736130726 |
| 2009-08-01 | 5.56238120605306 |
| 2009-09-01 | 5.56361166599348 |
| 2009-10-01 | 5.59211875148560 |
| 2009-11-01 | 5.58623942989960 |
| 2009-12-01 | 5.61393922980741 |
| 2010-01-01 | 5.57363745558851 |
| 2010-02-01 | 5.65291431341326 |
| 2010-03-01 | 5.58635804241639 |
| 2010-04-01 | 5.74006651889929 |
| 2010-05-01 | 5.64972617704466 |
| 2010-06-01 | 5.64868471818444 |
| 2010-07-01 | 5.64637563935880 |
| 2010-08-01 | 5.64971732681177 |
| 2010-09-01 | 5.64516870047025 |
| 2010-10-01 | 5.68431789122853 |
| 2010-11-01 | 5.68504865386599 |
| 2010-12-01 | 5.71170299673190 |
| 2011-01-01 | 5.78799437219369 |
| 2011-02-01 | 5.86823122897853 |
| 2011-03-01 | 5.89244946954461 |
| 2011-04-01 | 5.85353621566095 |
| 2011-05-01 | 5.95182321966700 |
| 2011-06-01 | 5.94263925204385 |
| 2011-07-01 | 6.04222535564376 |
| 2011-08-01 | 6.03800794734692 |
| 2011-09-01 | 6.13110974746070 |
| 2011-10-01 | 6.17932704114427 |
| 2011-11-01 | 6.17420393405083 |
| 2011-12-01 | 6.31532976147731 |
| 2012-01-01 | 6.79878797005972 |
| 2012-02-01 | 6.77854717850660 |
| 2012-03-01 | 6.89393709872147 |
| 2012-04-01 | 6.96782735492023 |
| 2012-05-01 | 7.06683198504911 |
| 2012-06-01 | 7.13734604712944 |
| 2012-07-01 | 7.13631510417134 |
| 2012-08-01 | 7.22466937972417 |
| 2012-09-01 | 7.22245141147930 |
| 2012-10-01 | 7.17192338901263 |
| 2012-11-01 | 7.25790382121643 |
| 2012-12-01 | 7.42615152215422 |
| 2013-01-01 | 7.30068842770042 |
| 2013-02-01 | 7.38634369710462 |
| 2013-03-01 | 7.50577711345018 |
| 2013-04-01 | 7.47142946686203 |
| 2013-05-01 | 7.48893023656392 |
| 2013-06-01 | 7.52407325300304 |
| 2013-07-01 | 7.63280259963886 |
| 2013-08-01 | 7.71040898567381 |
| 2013-09-01 | 7.81739870532376 |
| 2013-10-01 | 7.87336074032307 |
| 2013-11-01 | 7.94179918467998 |
| 2013-12-01 | 7.84003330145193 |
| 2014-01-01 | 7.89961644749415 |
| 2014-02-01 | 7.88593389457879 |
| 2014-03-01 | 7.91129222743442 |
| 2014-04-01 | 8.07516888766415 |
| 2014-05-01 | 8.11137777237264 |
| 2014-06-01 | 8.11928631269162 |
| 2014-07-01 | 7.92972718826876 |
| 2014-08-01 | 7.99128285246634 |
| 2014-09-01 | 8.01080727877182 |
| 2014-10-01 | 8.17419223945661 |
| 2014-11-01 | 8.02948423127896 |
| 2014-12-01 | 8.05946054416876 |
| 2015-01-01 | 8.00231967443806 |
| 2015-02-01 | 7.98745197702337 |
| 2015-03-01 | 7.91946357568282 |
| 2015-04-01 | 7.76923202552343 |
| 2015-05-01 | 7.72326830249706 |
| 2015-06-01 | 7.60931604952895 |
| 2015-07-01 | 7.72412807475004 |
| 2015-08-01 | 7.77707185820616 |
| 2015-09-01 | 7.60957368571512 |
| 2015-10-01 | 7.68036331688048 |
| 2015-11-01 | 7.62912067281868 |
| 2015-12-01 | 7.57607718980373 |
| 2016-01-01 | 7.30537027868411 |
| 2016-02-01 | 7.28591695485188 |
| 2016-03-01 | 7.11353308539889 |
| 2016-04-01 | 7.17161222175970 |
| 2016-05-01 | 7.02733561159485 |
| 2016-06-01 | 7.10940631776937 |
| 2016-07-01 | 7.01074405073710 |
| 2016-08-01 | 6.95987465385062 |
| 2016-09-01 | 7.01189838308499 |
| 2016-10-01 | 6.88105956619022 |
| 2016-11-01 | 6.94425313178526 |
| 2016-12-01 | 6.88714663736721 |
| 2017-01-01 | 6.91252766143879 |
| 2017-02-01 | 6.88760628523768 |
| 2017-03-01 | 6.90825512321225 |
| 2017-04-01 | 6.87348172687822 |
| 2017-05-01 | 6.91958107506168 |
| 2017-06-01 | 6.80284261013903 |
| 2017-07-01 | 6.79583862657920 |
| 2017-08-01 | 6.85221030528446 |
| 2017-09-01 | 6.81255823288843 |
| 2017-10-01 | 6.68422702852363 |
| 2017-11-01 | 6.66729667033180 |
| 2017-12-01 | 6.59309000144449 |
| 2018-01-01 | 6.52660761178099 |
| 2018-02-01 | 6.48802016958744 |
| 2018-03-01 | 6.59272320991578 |
| 2018-04-01 | 6.57710721972025 |
| 2018-05-01 | 6.50560877190705 |
| 2018-06-01 | 6.50093909087352 |
| 2018-07-01 | 6.48377954330280 |
| 2018-08-01 | 6.45086941626709 |
| 2018-09-01 | 6.41208171655254 |
| 2018-10-01 | 6.48122081737080 |
| 2018-11-01 | 6.49024687790674 |
| 2018-12-01 | 6.50024517712844 |
| 2019-01-01 | 6.54520002404601 |
| 2019-02-01 | 6.48302854113532 |
| 2019-03-01 | 6.47587783668901 |
| 2019-04-01 | 6.47697895003202 |
| 2019-05-01 | 6.49163639472614 |
| 2019-06-01 | 6.49554933275866 |
| 2019-07-01 | 6.57574278475377 |
| 2019-08-01 | 6.56600046478423 |
| 2019-09-01 | 6.51202417658507 |
| 2019-10-01 | 6.57829449132977 |
| 2019-11-01 | 6.50917483607813 |
| 2019-12-01 | 6.60703847973362 |
| 2020-01-01 | 6.55415612343045 |
| 2020-02-01 | 6.56741012561347 |
| 2020-03-01 | 6.45615675546174 |
| 2020-04-01 | 3.48126615306415 |
| 2020-05-01 | 3.58639471826375 |
| 2020-06-01 | 3.99370311370069 |
| 2020-07-01 | 4.47206970161950 |
| 2020-08-01 | 4.48497893684834 |
| 2020-09-01 | 4.71309927518415 |
| 2020-10-01 | 4.67692840799742 |
| 2020-11-01 | 4.52200581157757 |
| 2020-12-01 | 4.41236667598539 |
| 2021-01-01 | 4.55183534171047 |
| 2021-02-01 | 4.64544948535627 |
| 2021-03-01 | 4.74085798681608 |
| 2021-04-01 | 4.88659388903434 |
| 2021-05-01 | 4.88584958928700 |
| 2021-06-01 | 4.99489802447707 |
| 2021-07-01 | 5.27588056176611 |
| 2021-08-01 | 5.30525833508521 |
| 2021-09-01 | 5.20812167169469 |
| 2021-10-01 | 5.38019850782048 |
| 2021-11-01 | 5.42716750893341 |
| 2021-12-01 | 5.41989462635660 |
| 2022-01-01 | 5.44006884853834 |
| 2022-02-01 | 5.53228269478872 |
| 2022-03-01 | 5.52965140950512 |
| 2022-04-01 | 5.48388354935571 |
| 2022-05-01 | 5.48287049329435 |
| 2022-06-01 | 5.49785991253483 |
| 2022-07-01 | 5.58757367244410 |
| 2022-08-01 | 5.62201536469510 |
| 2022-09-01 | 5.70639708101631 |
| 2022-10-01 | 5.68321272175583 |
| 2022-11-01 | 5.72799751390875 |
| 2022-12-01 | 5.72626539223670 |
| 2023-01-01 | 5.92216399947989 |
| 2023-02-01 | 5.82805838408839 |
| 2023-03-01 | 5.92014500485684 |
| 2023-04-01 | 5.77901151632592 |
| 2023-05-01 | 5.77930089106211 |
| 2023-06-01 | 5.80485564740081 |
| 2023-07-01 | 5.79925203428166 |
| 2023-08-01 | 5.73090206085348 |
| 2023-09-01 | 5.80890268893618 |
| 2023-10-01 | 5.78429695715245 |
| 2023-11-01 | 5.82825067218943 |
| 2023-12-01 | 5.83084646432066 |
| 2024-01-01 | 5.80125707108187 |
| 2024-02-01 | 5.73216332683692 |
| 2024-03-01 | 5.71763793887254 |
| 2024-04-01 | 5.67234847844520 |
| 2024-05-01 | 5.67469081279305 |
| 2024-06-01 | 5.60770738147808 |
| 2024-07-01 | 5.60765189519605 |
| 2024-08-01 | 5.63684052727772 |
| 2024-09-01 | 5.51715286177304 |
| 2024-10-01 | 5.38269444132166 |
| 2024-11-01 | 5.42977352657716 |
| 2024-12-01 | 5.52862571486651 |
| 2025-01-01 | 5.38318110830809 |
| 2025-02-01 | 5.33940500538803 |
| 2025-03-01 | 5.31982120012979 |
| 2025-04-01 | 5.37100949369167 |
| 2025-05-01 | 5.36778780907124 |
| 2025-06-01 | 5.31063626700854 |
| 2025-07-01 | 5.21276040602329 |
| 2025-08-01 | 5.23527725175301 |
| 2025-09-01 | 5.22336229528628 |
| 2025-10-01 | 5.28040243588869 |
| 2025-11-01 | 5.23228257670177 |
| 2025-12-01 | 5.22586377656677 |
| 2026-01-01 | 5.27547702660581 |
| 2026-02-01 | 5.24813723536520 |