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 2026-07-01 |
| Last Updated | 2026-08-21 6:51 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 | 4.37613035399946 |
| 1990-02-01 | 4.30222684975359 |
| 1990-03-01 | 4.34014761728352 |
| 1990-04-01 | 4.26637470046422 |
| 1990-05-01 | 4.29101843883609 |
| 1990-06-01 | 4.23385837618780 |
| 1990-07-01 | 4.21833723639185 |
| 1990-08-01 | 4.26499354119794 |
| 1990-09-01 | 4.30434258680705 |
| 1990-10-01 | 4.37804621479820 |
| 1990-11-01 | 4.37392961124979 |
| 1990-12-01 | 4.44862686545448 |
| 1991-01-01 | 4.37949330590286 |
| 1991-02-01 | 4.40152254320189 |
| 1991-03-01 | 4.44475055982149 |
| 1991-04-01 | 4.46281925441351 |
| 1991-05-01 | 4.38805558838348 |
| 1991-06-01 | 4.43666185476684 |
| 1991-07-01 | 4.41174039505550 |
| 1991-08-01 | 4.46454390900486 |
| 1991-09-01 | 4.50837167915319 |
| 1991-10-01 | 4.37991069066260 |
| 1991-11-01 | 4.47097266865130 |
| 1991-12-01 | 4.44922826465256 |
| 1992-01-01 | 4.48509258851692 |
| 1992-02-01 | 4.49899589084237 |
| 1992-03-01 | 4.45660926823736 |
| 1992-04-01 | 4.45720061952874 |
| 1992-05-01 | 4.48353192283866 |
| 1992-06-01 | 4.53914244501907 |
| 1992-07-01 | 4.49189616718380 |
| 1992-08-01 | 4.46307012325679 |
| 1992-09-01 | 4.41650610000350 |
| 1992-10-01 | 4.38478476951991 |
| 1992-11-01 | 4.37075669579525 |
| 1992-12-01 | 4.35514106528451 |
| 1993-01-01 | 4.38914432032287 |
| 1993-02-01 | 4.39828676747880 |
| 1993-03-01 | 4.46922226083025 |
| 1993-04-01 | 4.34839706202612 |
| 1993-05-01 | 4.37720010156530 |
| 1993-06-01 | 4.34307319505487 |
| 1993-07-01 | 4.36452687534137 |
| 1993-08-01 | 4.35665151054074 |
| 1993-09-01 | 4.43330954308767 |
| 1993-10-01 | 4.39080735854204 |
| 1993-11-01 | 4.37391300610726 |
| 1993-12-01 | 4.35781625250485 |
| 1994-01-01 | 4.29352622039872 |
| 1994-02-01 | 4.30100972841358 |
| 1994-03-01 | 4.27749208030690 |
| 1994-04-01 | 4.34196684910456 |
| 1994-05-01 | 4.27176140216546 |
| 1994-06-01 | 4.35391332444388 |
| 1994-07-01 | 4.23122965027042 |
| 1994-08-01 | 4.14380554770486 |
| 1994-09-01 | 4.24758665160787 |
| 1994-10-01 | 4.29612407824393 |
| 1994-11-01 | 4.38036440248448 |
| 1994-12-01 | 4.35958465837681 |
| 1995-01-01 | 4.40084301458253 |
| 1995-02-01 | 4.40962806403791 |
| 1995-03-01 | 4.38316763969928 |
| 1995-04-01 | 4.33478189766396 |
| 1995-05-01 | 4.46519333493593 |
| 1995-06-01 | 4.46124426518544 |
| 1995-07-01 | 4.50619106289199 |
| 1995-08-01 | 4.42580181702536 |
| 1995-09-01 | 4.46436111930954 |
| 1995-10-01 | 4.49888179151231 |
| 1995-11-01 | 4.48585063715760 |
| 1995-12-01 | 4.45985955300582 |
| 1996-01-01 | 4.60820107946627 |
| 1996-02-01 | 4.61841593708049 |
| 1996-03-01 | 4.68841911250494 |
| 1996-04-01 | 4.73061833544472 |
| 1996-05-01 | 4.66463560694449 |
| 1996-06-01 | 4.66251027526117 |
| 1996-07-01 | 4.68819286658724 |
| 1996-08-01 | 4.70500094404148 |
| 1996-09-01 | 4.67288505069357 |
| 1996-10-01 | 4.69932893320341 |
| 1996-11-01 | 4.69289489859958 |
| 1996-12-01 | 4.76653160671765 |
| 1997-01-01 | 4.71313135612475 |
| 1997-02-01 | 4.72887536950077 |
| 1997-03-01 | 4.79233086321246 |
| 1997-04-01 | 4.72851817128745 |
| 1997-05-01 | 4.66515308124588 |
| 1997-06-01 | 4.75502545667143 |
| 1997-07-01 | 4.87892644310502 |
| 1997-08-01 | 4.88130843793158 |
| 1997-09-01 | 4.97884135941629 |
| 1997-10-01 | 4.80278992532952 |
| 1997-11-01 | 4.80039708046789 |
| 1997-12-01 | 4.77641007533915 |
| 1998-01-01 | 4.71587200748307 |
| 1998-02-01 | 4.73654351284224 |
| 1998-03-01 | 4.69196242195850 |
| 1998-04-01 | 4.72962661016598 |
| 1998-05-01 | 4.76803873679622 |
| 1998-06-01 | 4.74541775421911 |
| 1998-07-01 | 4.67139585421637 |
| 1998-08-01 | 4.66493070823170 |
| 1998-09-01 | 4.67674013883680 |
| 1998-10-01 | 4.70851320127679 |
| 1998-11-01 | 4.70669136830902 |
| 1998-12-01 | 4.68810220032760 |
| 1999-01-01 | 4.81773590523659 |
| 1999-02-01 | 4.74002086114763 |
| 1999-03-01 | 4.69094180500674 |
| 1999-04-01 | 4.73185835715314 |
| 1999-05-01 | 4.66908458615980 |
| 1999-06-01 | 4.73228374908726 |
| 1999-07-01 | 4.66810801976269 |
| 1999-08-01 | 4.75792694344445 |
| 1999-09-01 | 4.77777036042035 |
| 1999-10-01 | 4.81582484284020 |
| 1999-11-01 | 4.81157930997573 |
| 1999-12-01 | 4.79512704782696 |
| 2000-01-01 | 4.81102328667897 |
| 2000-02-01 | 4.73692537454569 |
| 2000-03-01 | 4.79040176165143 |
| 2000-04-01 | 4.73695535410734 |
| 2000-05-01 | 4.77439483394533 |
| 2000-06-01 | 4.72233113703198 |
| 2000-07-01 | 4.86407303069224 |
| 2000-08-01 | 4.76102175247122 |
| 2000-09-01 | 4.67897261033526 |
| 2000-10-01 | 4.61943863617335 |
| 2000-11-01 | 4.61530820189011 |
| 2000-12-01 | 4.59702080993675 |
| 2001-01-01 | 4.60127240414774 |
| 2001-02-01 | 4.63215327967683 |
| 2001-03-01 | 4.68844269502388 |
| 2001-04-01 | 4.74413044162092 |
| 2001-05-01 | 4.67751148467427 |
| 2001-06-01 | 4.81675219506088 |
| 2001-07-01 | 4.66286667068017 |
| 2001-08-01 | 4.56837851124945 |
| 2001-09-01 | 4.58537837012134 |
| 2001-10-01 | 4.52172989313522 |
| 2001-11-01 | 4.51498891914573 |
| 2001-12-01 | 4.49029371906430 |
| 2002-01-01 | 4.49162437230229 |
| 2002-02-01 | 4.52964188013908 |
| 2002-03-01 | 4.48470275047621 |
| 2002-04-01 | 4.45025943699454 |
| 2002-05-01 | 4.48048304772376 |
| 2002-06-01 | 4.51164719799525 |
| 2002-07-01 | 4.56692123192696 |
| 2002-08-01 | 4.58137884452249 |
| 2002-09-01 | 4.59211138750746 |
| 2002-10-01 | 4.62043432099152 |
| 2002-11-01 | 4.60960487100240 |
| 2002-12-01 | 4.68413124940259 |
| 2003-01-01 | 4.68193202818517 |
| 2003-02-01 | 4.62705913875200 |
| 2003-03-01 | 4.58161980629663 |
| 2003-04-01 | 4.55698708550095 |
| 2003-05-01 | 4.47750837671443 |
| 2003-06-01 | 4.50222990820639 |
| 2003-07-01 | 4.58178815932986 |
| 2003-08-01 | 4.60015660242076 |
| 2003-09-01 | 4.60034387538855 |
| 2003-10-01 | 4.61717169337164 |
| 2003-11-01 | 4.59856950604973 |
| 2003-12-01 | 4.67618607251941 |
| 2004-01-01 | 4.56953876429703 |
| 2004-02-01 | 4.62816877820946 |
| 2004-03-01 | 4.57868478534423 |
| 2004-04-01 | 4.66143932333441 |
| 2004-05-01 | 4.67655388862637 |
| 2004-06-01 | 4.68819320190449 |
| 2004-07-01 | 4.70437553684785 |
| 2004-08-01 | 4.62070674940691 |
| 2004-09-01 | 4.70365134654212 |
| 2004-10-01 | 4.81305770558168 |
| 2004-11-01 | 4.78565230311601 |
| 2004-12-01 | 4.77221617548231 |
| 2005-01-01 | 4.75788464064058 |
| 2005-02-01 | 4.73188266824782 |
| 2005-03-01 | 4.77378692765030 |
| 2005-04-01 | 4.76502898603495 |
| 2005-05-01 | 4.77315758432167 |
| 2005-06-01 | 4.77517236110429 |
| 2005-07-01 | 4.72758096066061 |
| 2005-08-01 | 4.73968800320958 |
| 2005-09-01 | 4.70394367195576 |
| 2005-10-01 | 4.71141731941068 |
| 2005-11-01 | 4.67401463894664 |
| 2005-12-01 | 4.66378918546545 |
| 2006-01-01 | 4.75004947267424 |
| 2006-02-01 | 4.74002365861158 |
| 2006-03-01 | 4.77044732408389 |
| 2006-04-01 | 4.76931382539479 |
| 2006-05-01 | 4.86876330638298 |
| 2006-06-01 | 4.76183723979802 |
| 2006-07-01 | 4.74559780668519 |
| 2006-08-01 | 4.75616046806814 |
| 2006-09-01 | 4.79899812460156 |
| 2006-10-01 | 4.80936600872333 |
| 2006-11-01 | 4.87055500545981 |
| 2006-12-01 | 4.85500503783299 |
| 2007-01-01 | 4.84752283191426 |
| 2007-02-01 | 4.94128686348338 |
| 2007-03-01 | 4.87167824727146 |
| 2007-04-01 | 4.87793419990381 |
| 2007-05-01 | 5.16305056323173 |
| 2007-06-01 | 5.25370280411592 |
| 2007-07-01 | 5.25650299903198 |
| 2007-08-01 | 5.26684494909638 |
| 2007-09-01 | 5.39163347854274 |
| 2007-10-01 | 5.30504371549628 |
| 2007-11-01 | 5.37251219434654 |
| 2007-12-01 | 5.34063342021937 |
| 2008-01-01 | 5.45047281408587 |
| 2008-02-01 | 5.44050365005740 |
| 2008-03-01 | 5.47673764492454 |
| 2008-04-01 | 5.49699156890008 |
| 2008-05-01 | 5.45727323399880 |
| 2008-06-01 | 5.45076960542627 |
| 2008-07-01 | 5.45673237515627 |
| 2008-08-01 | 5.46941065109054 |
| 2008-09-01 | 5.47848292868634 |
| 2008-10-01 | 5.49753323625820 |
| 2008-11-01 | 5.48057457989953 |
| 2008-12-01 | 5.52678758010074 |
| 2009-01-01 | 5.55921847686784 |
| 2009-02-01 | 5.44347107192535 |
| 2009-03-01 | 5.48442535738098 |
| 2009-04-01 | 5.51737480080288 |
| 2009-05-01 | 5.55094756539227 |
| 2009-06-01 | 5.54914121464068 |
| 2009-07-01 | 5.55273234465129 |
| 2009-08-01 | 5.56238087266709 |
| 2009-09-01 | 5.56360526909343 |
| 2009-10-01 | 5.59210606196636 |
| 2009-11-01 | 5.58622099765640 |
| 2009-12-01 | 5.61390304713367 |
| 2010-01-01 | 5.57366709803089 |
| 2010-02-01 | 5.65294512548857 |
| 2010-03-01 | 5.58636683055222 |
| 2010-04-01 | 5.74006764776900 |
| 2010-05-01 | 5.64972893697094 |
| 2010-06-01 | 5.64869123934016 |
| 2010-07-01 | 5.64637829469294 |
| 2010-08-01 | 5.64971475290929 |
| 2010-09-01 | 5.64516002968640 |
| 2010-10-01 | 5.68430213719891 |
| 2010-11-01 | 5.68502427322854 |
| 2010-12-01 | 5.71165119714010 |
| 2011-01-01 | 5.78803300631526 |
| 2011-02-01 | 5.86826574127471 |
| 2011-03-01 | 5.89246628984050 |
| 2011-04-01 | 5.85354359912432 |
| 2011-05-01 | 5.95183086643194 |
| 2011-06-01 | 5.94264323109773 |
| 2011-07-01 | 6.04222295663253 |
| 2011-08-01 | 6.03800364623180 |
| 2011-09-01 | 6.13110036320052 |
| 2011-10-01 | 6.17931146289052 |
| 2011-11-01 | 6.17417993531302 |
| 2011-12-01 | 6.31527216537465 |
| 2012-01-01 | 6.79882581782212 |
| 2012-02-01 | 6.77857974152528 |
| 2012-03-01 | 6.89395739186481 |
| 2012-04-01 | 6.96783877566872 |
| 2012-05-01 | 7.06684102902023 |
| 2012-06-01 | 7.13735108416174 |
| 2012-07-01 | 7.13630963203817 |
| 2012-08-01 | 7.22466537809035 |
| 2012-09-01 | 7.22244271957297 |
| 2012-10-01 | 7.17190915091480 |
| 2012-11-01 | 7.25788085828407 |
| 2012-12-01 | 7.42609677001813 |
| 2013-01-01 | 7.30072247491922 |
| 2013-02-01 | 7.38637046431525 |
| 2013-03-01 | 7.50579678423573 |
| 2013-04-01 | 7.47144120823960 |
| 2013-05-01 | 7.48894221870735 |
| 2013-06-01 | 7.52407735551536 |
| 2013-07-01 | 7.63279323337134 |
| 2013-08-01 | 7.71040543673228 |
| 2013-09-01 | 7.81739192948830 |
| 2013-10-01 | 7.87335072777862 |
| 2013-11-01 | 7.94178376637760 |
| 2013-12-01 | 7.83998947168174 |
| 2014-01-01 | 7.89963998878523 |
| 2014-02-01 | 7.88595289307604 |
| 2014-03-01 | 7.91130615139287 |
| 2014-04-01 | 8.07517758886766 |
| 2014-05-01 | 8.11139077632377 |
| 2014-06-01 | 8.11928898757400 |
| 2014-07-01 | 7.92971714062921 |
| 2014-08-01 | 7.99128121825487 |
| 2014-09-01 | 8.01080485291929 |
| 2014-10-01 | 8.17418869204973 |
| 2014-11-01 | 8.02947568218935 |
| 2014-12-01 | 8.05943273015303 |
| 2015-01-01 | 8.00232592090037 |
| 2015-02-01 | 7.98746243049660 |
| 2015-03-01 | 7.91946709430585 |
| 2015-04-01 | 7.76923515456162 |
| 2015-05-01 | 7.72328473931831 |
| 2015-06-01 | 7.60932113922039 |
| 2015-07-01 | 7.72412244814727 |
| 2015-08-01 | 7.77707507714532 |
| 2015-09-01 | 7.60957769415335 |
| 2015-10-01 | 7.68036546767533 |
| 2015-11-01 | 7.62911538462680 |
| 2015-12-01 | 7.57605672284622 |
| 2016-01-01 | 7.30535086217595 |
| 2016-02-01 | 7.28591377368170 |
| 2016-03-01 | 7.11352802545605 |
| 2016-04-01 | 7.17161894023308 |
| 2016-05-01 | 7.02736419789007 |
| 2016-06-01 | 7.10942546832023 |
| 2016-07-01 | 7.01074967769238 |
| 2016-08-01 | 6.95987650768512 |
| 2016-09-01 | 7.01190316572355 |
| 2016-10-01 | 6.88106409183999 |
| 2016-11-01 | 6.94424342088319 |
| 2016-12-01 | 6.88713300520389 |
| 2017-01-01 | 6.91251713001572 |
| 2017-02-01 | 6.88762861524539 |
| 2017-03-01 | 6.90793572260500 |
| 2017-04-01 | 6.87365795752651 |
| 2017-05-01 | 6.91977005389442 |
| 2017-06-01 | 6.80286839168858 |
| 2017-07-01 | 6.79580583173592 |
| 2017-08-01 | 6.85218382639896 |
| 2017-09-01 | 6.81255834246886 |
| 2017-10-01 | 6.68425968791693 |
| 2017-11-01 | 6.66730363631113 |
| 2017-12-01 | 6.59311076108500 |
| 2018-01-01 | 6.52657716907226 |
| 2018-02-01 | 6.48799744705682 |
| 2018-03-01 | 6.59200655259100 |
| 2018-04-01 | 6.57758343763117 |
| 2018-05-01 | 6.50591102926176 |
| 2018-06-01 | 6.50097769709222 |
| 2018-07-01 | 6.48368685042586 |
| 2018-08-01 | 6.45083122788788 |
| 2018-09-01 | 6.41208036558087 |
| 2018-10-01 | 6.48135307761932 |
| 2018-11-01 | 6.49034045464034 |
| 2018-12-01 | 6.50033500770930 |
| 2019-01-01 | 6.54513060070133 |
| 2019-02-01 | 6.48289494896858 |
| 2019-03-01 | 6.47467674511276 |
| 2019-04-01 | 6.47767948987681 |
| 2019-05-01 | 6.49201095300438 |
| 2019-06-01 | 6.49559576836745 |
| 2019-07-01 | 6.57559988927427 |
| 2019-08-01 | 6.56594813005402 |
| 2019-09-01 | 6.51205666097110 |
| 2019-10-01 | 6.57861873607749 |
| 2019-11-01 | 6.50947647026903 |
| 2019-12-01 | 6.60742262680310 |
| 2020-01-01 | 6.55436271773964 |
| 2020-02-01 | 6.56766764654294 |
| 2020-03-01 | 6.45228784649660 |
| 2020-04-01 | 3.48257950365571 |
| 2020-05-01 | 3.58710360838512 |
| 2020-06-01 | 3.99400463524232 |
| 2020-07-01 | 4.47204000528202 |
| 2020-08-01 | 4.48490692291034 |
| 2020-09-01 | 4.71321396794839 |
| 2020-10-01 | 4.67744852822120 |
| 2020-11-01 | 4.52255367251422 |
| 2020-12-01 | 4.41304327440731 |
| 2021-01-01 | 4.55232339268520 |
| 2021-02-01 | 4.64609443547064 |
| 2021-03-01 | 4.73432436291179 |
| 2021-04-01 | 4.88832778537629 |
| 2021-05-01 | 4.88693280025697 |
| 2021-06-01 | 4.99550564617889 |
| 2021-07-01 | 5.27608155353681 |
| 2021-08-01 | 5.30468044446499 |
| 2021-09-01 | 5.20843585395339 |
| 2021-10-01 | 5.38100918692170 |
| 2021-11-01 | 5.42806347817408 |
| 2021-12-01 | 5.42094441756949 |
| 2022-01-01 | 5.44100164897389 |
| 2022-02-01 | 5.53343878258154 |
| 2022-03-01 | 5.51987374056217 |
| 2022-04-01 | 5.48591392900335 |
| 2022-05-01 | 5.48537922489226 |
| 2022-06-01 | 5.49846209144568 |
| 2022-07-01 | 5.58791288599182 |
| 2022-08-01 | 5.62063997065753 |
| 2022-09-01 | 5.70663996444681 |
| 2022-10-01 | 5.68414892191883 |
| 2022-11-01 | 5.72907845360240 |
| 2022-12-01 | 5.72768214455097 |
| 2023-01-01 | 5.92395427288054 |
| 2023-02-01 | 5.83053875976766 |
| 2023-03-01 | 5.90649186448334 |
| 2023-04-01 | 5.78178625577126 |
| 2023-05-01 | 5.78434789257729 |
| 2023-06-01 | 5.80449831535170 |
| 2023-07-01 | 5.79881345344843 |
| 2023-08-01 | 5.72848526215392 |
| 2023-09-01 | 5.80898864373857 |
| 2023-10-01 | 5.78543591039818 |
| 2023-11-01 | 5.82980307107941 |
| 2023-12-01 | 5.83302212802473 |
| 2024-01-01 | 5.80427636076883 |
| 2024-02-01 | 5.73625126821168 |
| 2024-03-01 | 5.69990453712713 |
| 2024-04-01 | 5.67569389449235 |
| 2024-05-01 | 5.68241270286650 |
| 2024-06-01 | 5.60579668255112 |
| 2024-07-01 | 5.60600347649003 |
| 2024-08-01 | 5.63369490699881 |
| 2024-09-01 | 5.51702417416944 |
| 2024-10-01 | 5.38400815936885 |
| 2024-11-01 | 5.43179040632319 |
| 2024-12-01 | 5.53152526669894 |
| 2025-01-01 | 5.38728468090645 |
| 2025-02-01 | 5.34487729252408 |
| 2025-03-01 | 5.30041696690842 |
| 2025-04-01 | 5.37422321811719 |
| 2025-05-01 | 5.37688709548333 |
| 2025-06-01 | 5.30707581846801 |
| 2025-07-01 | 5.20992561252281 |
| 2025-08-01 | 5.23149671805060 |
| 2025-09-01 | 5.22322911109718 |
| 2025-10-01 | 5.28211464283558 |
| 2025-11-01 | 5.23502664953049 |
| 2025-12-01 | 5.22962549086518 |
| 2026-01-01 | 5.28046615806258 |
| 2026-02-01 | 5.25429113473253 |
| 2026-03-01 | 5.30494110329592 |
| 2026-04-01 | 5.26769023832648 |
| 2026-05-01 | 5.27182721094221 |
| 2026-06-01 | 5.30257646084483 |
| 2026-07-01 | 5.31344458034713 |