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 2026-04-01 |
| Last Updated | 2026-05-26 1:19 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 | 4.37613035399930 |
| 1990-02-01 | 4.30222684975437 |
| 1990-03-01 | 4.34014761728473 |
| 1990-04-01 | 4.26637470046618 |
| 1990-05-01 | 4.29101843883784 |
| 1990-06-01 | 4.23385837618898 |
| 1990-07-01 | 4.21833723639091 |
| 1990-08-01 | 4.26499354119654 |
| 1990-09-01 | 4.30434258680585 |
| 1990-10-01 | 4.37804621479611 |
| 1990-11-01 | 4.37392961124798 |
| 1990-12-01 | 4.44862686545382 |
| 1991-01-01 | 4.37949330590299 |
| 1991-02-01 | 4.40152254320335 |
| 1991-03-01 | 4.44475055982352 |
| 1991-04-01 | 4.46281925441850 |
| 1991-05-01 | 4.38805558838565 |
| 1991-06-01 | 4.43666185476763 |
| 1991-07-01 | 4.41174039505240 |
| 1991-08-01 | 4.46454390900168 |
| 1991-09-01 | 4.50837167914914 |
| 1991-10-01 | 4.37991069065830 |
| 1991-11-01 | 4.47097266864851 |
| 1991-12-01 | 4.44922826465331 |
| 1992-01-01 | 4.48509258851919 |
| 1992-02-01 | 4.49899589084455 |
| 1992-03-01 | 4.45660926823718 |
| 1992-04-01 | 4.45720061956301 |
| 1992-05-01 | 4.48353192283447 |
| 1992-06-01 | 4.53914244501226 |
| 1992-07-01 | 4.49189616717182 |
| 1992-08-01 | 4.46307012324627 |
| 1992-09-01 | 4.41650609998946 |
| 1992-10-01 | 4.38478476950447 |
| 1992-11-01 | 4.37075669578121 |
| 1992-12-01 | 4.35514106533389 |
| 1993-01-01 | 4.38914432032274 |
| 1993-02-01 | 4.39828676748144 |
| 1993-03-01 | 4.46922226082937 |
| 1993-04-01 | 4.34839706208011 |
| 1993-05-01 | 4.37720010155136 |
| 1993-06-01 | 4.34307319503635 |
| 1993-07-01 | 4.36452687531965 |
| 1993-08-01 | 4.35665151052764 |
| 1993-09-01 | 4.43330954307069 |
| 1993-10-01 | 4.39080735852021 |
| 1993-11-01 | 4.37391300607957 |
| 1993-12-01 | 4.35781625259254 |
| 1994-01-01 | 4.29352622037092 |
| 1994-02-01 | 4.30100972837768 |
| 1994-03-01 | 4.27749208041158 |
| 1994-04-01 | 4.34196684916915 |
| 1994-05-01 | 4.27176140217876 |
| 1994-06-01 | 4.35391332419853 |
| 1994-07-01 | 4.23122965040206 |
| 1994-08-01 | 4.14380554771404 |
| 1994-09-01 | 4.24758665159253 |
| 1994-10-01 | 4.29612407819867 |
| 1994-11-01 | 4.38036440241795 |
| 1994-12-01 | 4.35958465847498 |
| 1995-01-01 | 4.40084301450498 |
| 1995-02-01 | 4.40962806395938 |
| 1995-03-01 | 4.38316763991977 |
| 1995-04-01 | 4.33478189773050 |
| 1995-05-01 | 4.46519333506770 |
| 1995-06-01 | 4.46124426474673 |
| 1995-07-01 | 4.50619106320342 |
| 1995-08-01 | 4.42580181705593 |
| 1995-09-01 | 4.46436111925984 |
| 1995-10-01 | 4.49888179137597 |
| 1995-11-01 | 4.48585063699279 |
| 1995-12-01 | 4.45985955306123 |
| 1996-01-01 | 4.60820107920117 |
| 1996-02-01 | 4.61841593706590 |
| 1996-03-01 | 4.68841911297368 |
| 1996-04-01 | 4.73061833558545 |
| 1996-05-01 | 4.66463560712387 |
| 1996-06-01 | 4.66251027441284 |
| 1996-07-01 | 4.68819286817222 |
| 1996-08-01 | 4.70500094372286 |
| 1996-09-01 | 4.67288505026215 |
| 1996-10-01 | 4.69932893268315 |
| 1996-11-01 | 4.69289489805432 |
| 1996-12-01 | 4.76653160642066 |
| 1997-01-01 | 4.71313135540878 |
| 1997-02-01 | 4.72887537082455 |
| 1997-03-01 | 4.79233086379735 |
| 1997-04-01 | 4.72851817157877 |
| 1997-05-01 | 4.66515308167356 |
| 1997-06-01 | 4.75502545596256 |
| 1997-07-01 | 4.87892644587857 |
| 1997-08-01 | 4.88130843590967 |
| 1997-09-01 | 4.97884135889307 |
| 1997-10-01 | 4.80278992450198 |
| 1997-11-01 | 4.80039707933759 |
| 1997-12-01 | 4.77641007436442 |
| 1998-01-01 | 4.71587200595741 |
| 1998-02-01 | 4.73654351496830 |
| 1998-03-01 | 4.69196242204386 |
| 1998-04-01 | 4.72962661574033 |
| 1998-05-01 | 4.76803873717144 |
| 1998-06-01 | 4.74541775261463 |
| 1998-07-01 | 4.67139585816272 |
| 1998-08-01 | 4.66493070418883 |
| 1998-09-01 | 4.67674013704910 |
| 1998-10-01 | 4.70851319833308 |
| 1998-11-01 | 4.70669136467917 |
| 1998-12-01 | 4.68810219741037 |
| 1999-01-01 | 4.81773590324811 |
| 1999-02-01 | 4.74002086601278 |
| 1999-03-01 | 4.69094180764534 |
| 1999-04-01 | 4.73185837161017 |
| 1999-05-01 | 4.66908458931428 |
| 1999-06-01 | 4.73228374795016 |
| 1999-07-01 | 4.66810802235663 |
| 1999-08-01 | 4.75792693468667 |
| 1999-09-01 | 4.77777035329218 |
| 1999-10-01 | 4.81582483338905 |
| 1999-11-01 | 4.81157929998611 |
| 1999-12-01 | 4.79512704146785 |
| 2000-01-01 | 4.81102328599481 |
| 2000-02-01 | 4.73692538475474 |
| 2000-03-01 | 4.79040177198076 |
| 2000-04-01 | 4.73695538256616 |
| 2000-05-01 | 4.77439486200893 |
| 2000-06-01 | 4.72233111812787 |
| 2000-07-01 | 4.86407303238926 |
| 2000-08-01 | 4.76102173993735 |
| 2000-09-01 | 4.67897259389684 |
| 2000-10-01 | 4.61943861305260 |
| 2000-11-01 | 4.61530817783388 |
| 2000-12-01 | 4.59702078963395 |
| 2001-01-01 | 4.60127238777335 |
| 2001-02-01 | 4.63215327573093 |
| 2001-03-01 | 4.68844281331938 |
| 2001-04-01 | 4.74413046598455 |
| 2001-05-01 | 4.67751153527167 |
| 2001-06-01 | 4.81675216659948 |
| 2001-07-01 | 4.66286668416631 |
| 2001-08-01 | 4.56837845610965 |
| 2001-09-01 | 4.58537835540754 |
| 2001-10-01 | 4.52172979119190 |
| 2001-11-01 | 4.51498887694958 |
| 2001-12-01 | 4.49029367991670 |
| 2002-01-01 | 4.49162434483819 |
| 2002-02-01 | 4.52964187981207 |
| 2002-03-01 | 4.48470301109347 |
| 2002-04-01 | 4.45025949895421 |
| 2002-05-01 | 4.48048315620294 |
| 2002-06-01 | 4.51164718070484 |
| 2002-07-01 | 4.56692125546697 |
| 2002-08-01 | 4.58137871819635 |
| 2002-09-01 | 4.59211132338113 |
| 2002-10-01 | 4.62043408252507 |
| 2002-11-01 | 4.60960475976766 |
| 2002-12-01 | 4.68413110090990 |
| 2003-01-01 | 4.68193200320043 |
| 2003-02-01 | 4.62705919961873 |
| 2003-03-01 | 4.58162030052960 |
| 2003-04-01 | 4.55698728268144 |
| 2003-05-01 | 4.47750870877140 |
| 2003-06-01 | 4.50222995973474 |
| 2003-07-01 | 4.58178815678649 |
| 2003-08-01 | 4.60015628327360 |
| 2003-09-01 | 4.60034358376210 |
| 2003-10-01 | 4.61717113866962 |
| 2003-11-01 | 4.59856917832253 |
| 2003-12-01 | 4.67618574356656 |
| 2004-01-01 | 4.56953877162384 |
| 2004-02-01 | 4.62816922669716 |
| 2004-03-01 | 4.57868556380233 |
| 2004-04-01 | 4.66143992612677 |
| 2004-05-01 | 4.67655511383069 |
| 2004-06-01 | 4.68819287400788 |
| 2004-07-01 | 4.70437525948190 |
| 2004-08-01 | 4.62070620373206 |
| 2004-09-01 | 4.70365050283156 |
| 2004-10-01 | 4.81305635159107 |
| 2004-11-01 | 4.78565216785970 |
| 2004-12-01 | 4.77221499575087 |
| 2005-01-01 | 4.75788520345211 |
| 2005-02-01 | 4.73188395305270 |
| 2005-03-01 | 4.77378828817803 |
| 2005-04-01 | 4.76503010702298 |
| 2005-05-01 | 4.77315967379840 |
| 2005-06-01 | 4.77517162539607 |
| 2005-07-01 | 4.72758031973886 |
| 2005-08-01 | 4.73968704526172 |
| 2005-09-01 | 4.70394203663481 |
| 2005-10-01 | 4.71141482294180 |
| 2005-11-01 | 4.67401408127294 |
| 2005-12-01 | 4.66378559204183 |
| 2006-01-01 | 4.75005284301061 |
| 2006-02-01 | 4.74002837431533 |
| 2006-03-01 | 4.77044818775280 |
| 2006-04-01 | 4.76931488787461 |
| 2006-05-01 | 4.86876594012720 |
| 2006-06-01 | 4.76183603516062 |
| 2006-07-01 | 4.74559672941170 |
| 2006-08-01 | 4.75615902261893 |
| 2006-09-01 | 4.79899540203005 |
| 2006-10-01 | 4.80936202942097 |
| 2006-11-01 | 4.87055373700017 |
| 2006-12-01 | 4.85499901505205 |
| 2007-01-01 | 4.84752931484012 |
| 2007-02-01 | 4.94129535501308 |
| 2007-03-01 | 4.87167926634983 |
| 2007-04-01 | 4.87793513569575 |
| 2007-05-01 | 5.16305364033925 |
| 2007-06-01 | 5.25370191546744 |
| 2007-07-01 | 5.25650174029124 |
| 2007-08-01 | 5.26684268295437 |
| 2007-09-01 | 5.39162913721411 |
| 2007-10-01 | 5.30503769793335 |
| 2007-11-01 | 5.37250881124769 |
| 2007-12-01 | 5.34062517222254 |
| 2008-01-01 | 5.45048198097213 |
| 2008-02-01 | 5.44051611272255 |
| 2008-03-01 | 5.47673946247825 |
| 2008-04-01 | 5.49699324447793 |
| 2008-05-01 | 5.45727760558668 |
| 2008-06-01 | 5.45077012425524 |
| 2008-07-01 | 5.45673199486676 |
| 2008-08-01 | 5.46940821677663 |
| 2008-09-01 | 5.47847684622281 |
| 2008-10-01 | 5.49752347445399 |
| 2008-11-01 | 5.48056495538623 |
| 2008-12-01 | 5.52677052585593 |
| 2009-01-01 | 5.55923548687943 |
| 2009-02-01 | 5.44348892768221 |
| 2009-03-01 | 5.48443099066772 |
| 2009-04-01 | 5.51737827505738 |
| 2009-05-01 | 5.55095271846461 |
| 2009-06-01 | 5.54914318897531 |
| 2009-07-01 | 5.55273273658285 |
| 2009-08-01 | 5.56237813625201 |
| 2009-09-01 | 5.56359816836389 |
| 2009-10-01 | 5.59209424375136 |
| 2009-11-01 | 5.58620666738103 |
| 2009-12-01 | 5.61386643815663 |
| 2010-01-01 | 5.57369387260425 |
| 2010-02-01 | 5.65296996799953 |
| 2010-03-01 | 5.58637736495397 |
| 2010-04-01 | 5.74007410328519 |
| 2010-05-01 | 5.64973530233106 |
| 2010-06-01 | 5.64869467484757 |
| 2010-07-01 | 5.64637924185110 |
| 2010-08-01 | 5.64971188923460 |
| 2010-09-01 | 5.64515245354242 |
| 2010-10-01 | 5.68428912584260 |
| 2010-11-01 | 5.68500372717719 |
| 2010-12-01 | 5.71159701512839 |
| 2011-01-01 | 5.78806759221681 |
| 2011-02-01 | 5.86829521407787 |
| 2011-03-01 | 5.89248291042241 |
| 2011-04-01 | 5.85355379508844 |
| 2011-05-01 | 5.95183865904251 |
| 2011-06-01 | 5.94264753565148 |
| 2011-07-01 | 6.04222193017722 |
| 2011-08-01 | 6.03799983693621 |
| 2011-09-01 | 6.13109204017017 |
| 2011-10-01 | 6.17930126983595 |
| 2011-11-01 | 6.17415706319535 |
| 2011-12-01 | 6.31520797391213 |
| 2012-01-01 | 6.79886045739394 |
| 2012-02-01 | 6.77860971742145 |
| 2012-03-01 | 6.89397829246499 |
| 2012-04-01 | 6.96785319128241 |
| 2012-05-01 | 7.06685156741732 |
| 2012-06-01 | 7.13735381584965 |
| 2012-07-01 | 7.13630760387475 |
| 2012-08-01 | 7.22466245189872 |
| 2012-09-01 | 7.22243386574551 |
| 2012-10-01 | 7.17190025745004 |
| 2012-11-01 | 7.25785241245390 |
| 2012-12-01 | 7.42602839205837 |
| 2013-01-01 | 7.30076056582185 |
| 2013-02-01 | 7.38640143345652 |
| 2013-03-01 | 7.50582080370406 |
| 2013-04-01 | 7.47145814564199 |
| 2013-05-01 | 7.48895157180449 |
| 2013-06-01 | 7.52407682330783 |
| 2013-07-01 | 7.63278901155462 |
| 2013-08-01 | 7.71040281597275 |
| 2013-09-01 | 7.81738286542526 |
| 2013-10-01 | 7.87334511998324 |
| 2013-11-01 | 7.94175679288868 |
| 2013-12-01 | 7.83992358939809 |
| 2014-01-01 | 7.89967619893602 |
| 2014-02-01 | 7.88598267757765 |
| 2014-03-01 | 7.91132948904457 |
| 2014-04-01 | 8.07519477877188 |
| 2014-05-01 | 8.11139788227497 |
| 2014-06-01 | 8.11928488496598 |
| 2014-07-01 | 7.92971250027113 |
| 2014-08-01 | 7.99127981615397 |
| 2014-09-01 | 8.01079694218499 |
| 2014-10-01 | 8.17418495946302 |
| 2014-11-01 | 8.02945105839454 |
| 2014-12-01 | 8.05938262221749 |
| 2015-01-01 | 8.00235758337020 |
| 2015-02-01 | 7.98748509941124 |
| 2015-03-01 | 7.91948386601250 |
| 2015-04-01 | 7.76924625351660 |
| 2015-05-01 | 7.72328528767274 |
| 2015-06-01 | 7.60931526214352 |
| 2015-07-01 | 7.72411943066007 |
| 2015-08-01 | 7.77707877500690 |
| 2015-09-01 | 7.60957715608148 |
| 2015-10-01 | 7.68037050822218 |
| 2015-11-01 | 7.62910292175164 |
| 2015-12-01 | 7.57602915277041 |
| 2016-01-01 | 7.30536915849518 |
| 2016-02-01 | 7.28591802606530 |
| 2016-03-01 | 7.11352516353625 |
| 2016-04-01 | 7.17161170455062 |
| 2016-05-01 | 7.02735260262539 |
| 2016-06-01 | 7.10941773403114 |
| 2016-07-01 | 7.01075771812076 |
| 2016-08-01 | 6.95989882535524 |
| 2016-09-01 | 7.01192474007552 |
| 2016-10-01 | 6.88108706451850 |
| 2016-11-01 | 6.94425053250760 |
| 2016-12-01 | 6.88712580654358 |
| 2017-01-01 | 6.91252492874686 |
| 2017-02-01 | 6.88760251503254 |
| 2017-03-01 | 6.90792743430231 |
| 2017-04-01 | 6.87357869930860 |
| 2017-05-01 | 6.91966660383232 |
| 2017-06-01 | 6.80289577087397 |
| 2017-07-01 | 6.79586776954930 |
| 2017-08-01 | 6.85224582406928 |
| 2017-09-01 | 6.81263159512112 |
| 2017-10-01 | 6.68431542715826 |
| 2017-11-01 | 6.66733139763108 |
| 2017-12-01 | 6.59311426401369 |
| 2018-01-01 | 6.52656538518613 |
| 2018-02-01 | 6.48793249529525 |
| 2018-03-01 | 6.59198079986799 |
| 2018-04-01 | 6.57740401266424 |
| 2018-05-01 | 6.50569498914724 |
| 2018-06-01 | 6.50100692822064 |
| 2018-07-01 | 6.48384495748250 |
| 2018-08-01 | 6.45096141102895 |
| 2018-09-01 | 6.41224564657520 |
| 2018-10-01 | 6.48144865409398 |
| 2018-11-01 | 6.49038544688959 |
| 2018-12-01 | 6.50034163065689 |
| 2019-01-01 | 6.54508776411986 |
| 2019-02-01 | 6.48277544862214 |
| 2019-03-01 | 6.47461596224827 |
| 2019-04-01 | 6.47738559517316 |
| 2019-05-01 | 6.49167657904134 |
| 2019-06-01 | 6.49563242465158 |
| 2019-07-01 | 6.57586735899269 |
| 2019-08-01 | 6.56616403368287 |
| 2019-09-01 | 6.51232920332180 |
| 2019-10-01 | 6.57876513905561 |
| 2019-11-01 | 6.50953744467643 |
| 2019-12-01 | 6.60742973829240 |
| 2020-01-01 | 6.55428842165231 |
| 2020-02-01 | 6.56750029406904 |
| 2020-03-01 | 6.45209397347511 |
| 2020-04-01 | 3.48219820730703 |
| 2020-05-01 | 3.58669734462228 |
| 2020-06-01 | 3.99397419651028 |
| 2020-07-01 | 4.47233844042045 |
| 2020-08-01 | 4.48546736330705 |
| 2020-09-01 | 4.71355305525333 |
| 2020-10-01 | 4.67763491713307 |
| 2020-11-01 | 4.52264785109208 |
| 2020-12-01 | 4.41306307151815 |
| 2021-01-01 | 4.55221874814973 |
| 2021-02-01 | 4.64583645439136 |
| 2021-03-01 | 4.73391493204512 |
| 2021-04-01 | 4.88777723530266 |
| 2021-05-01 | 4.88636346617799 |
| 2021-06-01 | 4.99534173141732 |
| 2021-07-01 | 5.27629879662793 |
| 2021-08-01 | 5.30618249086320 |
| 2021-09-01 | 5.20880755108601 |
| 2021-10-01 | 5.38124925905452 |
| 2021-11-01 | 5.42823785804363 |
| 2021-12-01 | 5.42097193398526 |
| 2022-01-01 | 5.44083403803395 |
| 2022-02-01 | 5.53301184269098 |
| 2022-03-01 | 5.51919237398956 |
| 2022-04-01 | 5.48501492725010 |
| 2022-05-01 | 5.48418881827699 |
| 2022-06-01 | 5.49815386282431 |
| 2022-07-01 | 5.58837624041819 |
| 2022-08-01 | 5.62321552621999 |
| 2022-09-01 | 5.70721303303328 |
| 2022-10-01 | 5.68456136167888 |
| 2022-11-01 | 5.72956321249638 |
| 2022-12-01 | 5.72789524807282 |
| 2023-01-01 | 5.92378131604229 |
| 2023-02-01 | 5.82985215264079 |
| 2023-03-01 | 5.90530799797751 |
| 2023-04-01 | 5.77994979694201 |
| 2023-05-01 | 5.78095777645650 |
| 2023-06-01 | 5.80492255845388 |
| 2023-07-01 | 5.80046346637543 |
| 2023-08-01 | 5.73231849037437 |
| 2023-09-01 | 5.81001285084799 |
| 2023-10-01 | 5.78614772420171 |
| 2023-11-01 | 5.83055435641283 |
| 2023-12-01 | 5.83322713341724 |
| 2024-01-01 | 5.80387537484402 |
| 2024-02-01 | 5.73508478972641 |
| 2024-03-01 | 5.69791480102210 |
| 2024-04-01 | 5.67253164408386 |
| 2024-05-01 | 5.67707643188143 |
| 2024-06-01 | 5.60763343360808 |
| 2024-07-01 | 5.60938513104595 |
| 2024-08-01 | 5.63843836347997 |
| 2024-09-01 | 5.51848735408335 |
| 2024-10-01 | 5.38493719172259 |
| 2024-11-01 | 5.43270001601520 |
| 2024-12-01 | 5.53164281112337 |
| 2025-01-01 | 5.38660635151121 |
| 2025-02-01 | 5.34318963842962 |
| 2025-03-01 | 5.29755456476176 |
| 2025-04-01 | 5.36957849864404 |
| 2025-05-01 | 5.37017666907691 |
| 2025-06-01 | 5.31054987757424 |
| 2025-07-01 | 5.21481064521624 |
| 2025-08-01 | 5.23708093299372 |
| 2025-09-01 | 5.22504152645515 |
| 2025-10-01 | 5.28316043355966 |
| 2025-11-01 | 5.23589229946262 |
| 2025-12-01 | 5.22939877090551 |
| 2026-01-01 | 5.27929698171922 |
| 2026-02-01 | 5.25200758391050 |
| 2026-03-01 | 5.30130245026606 |
| 2026-04-01 | 5.26182933834163 |