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 2025-04-01 |
| Last Updated | 2025-05-22 3:59 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 | 4.5280783069473090 |
| 1990-02-01 | 4.5515876329515700 |
| 1990-03-01 | 4.5293705107113600 |
| 1990-04-01 | 4.5550182639440600 |
| 1990-05-01 | 4.5468224789653700 |
| 1990-06-01 | 4.5471061485657310 |
| 1990-07-01 | 4.6907626492935100 |
| 1990-08-01 | 4.7166482152368790 |
| 1990-09-01 | 4.7825536156619100 |
| 1990-10-01 | 4.7262063606131500 |
| 1990-11-01 | 4.7228306988316400 |
| 1990-12-01 | 4.8065138013167300 |
| 1991-01-01 | 4.6255268224925400 |
| 1991-02-01 | 4.6535574434934300 |
| 1991-03-01 | 4.7284312887646790 |
| 1991-04-01 | 4.6521767029682100 |
| 1991-05-01 | 4.7461516092733090 |
| 1991-06-01 | 4.7411741818458000 |
| 1991-07-01 | 4.7925261355504010 |
| 1991-08-01 | 4.8190952758662400 |
| 1991-09-01 | 4.7801858555544500 |
| 1991-10-01 | 4.8350416070445200 |
| 1991-11-01 | 4.8241841301972500 |
| 1991-12-01 | 4.8127757073457200 |
| 1992-01-01 | 4.8220811029434700 |
| 1992-02-01 | 4.8547974097329300 |
| 1992-03-01 | 4.8206935585482800 |
| 1992-04-01 | 4.8490253470776600 |
| 1992-05-01 | 4.8408817833961700 |
| 1992-06-01 | 4.8348536841410300 |
| 1992-07-01 | 4.7957461818599800 |
| 1992-08-01 | 4.8254192549900800 |
| 1992-09-01 | 4.8759323383937500 |
| 1992-10-01 | 4.9475071417748700 |
| 1992-11-01 | 4.9256208692257190 |
| 1992-12-01 | 5.0228937493311400 |
| 1993-01-01 | 5.0178856121395590 |
| 1993-02-01 | 5.0548876226602990 |
| 1993-03-01 | 5.0127462720284300 |
| 1993-04-01 | 5.0440173078718490 |
| 1993-05-01 | 5.0371678015021795 |
| 1993-06-01 | 5.0285452416138705 |
| 1993-07-01 | 4.9994398942772900 |
| 1993-08-01 | 4.9283340248778300 |
| 1993-09-01 | 4.9633454014958200 |
| 1993-10-01 | 4.9634713344550590 |
| 1993-11-01 | 5.0315695017228700 |
| 1993-12-01 | 5.1305415410237700 |
| 1994-01-01 | 5.0176169786615010 |
| 1994-02-01 | 4.9512466799882300 |
| 1994-03-01 | 5.0041810462760990 |
| 1994-04-01 | 5.0457564052092100 |
| 1994-05-01 | 5.0369368959694100 |
| 1994-06-01 | 5.1302235162970700 |
| 1994-07-01 | 5.0957875114216500 |
| 1994-08-01 | 5.1278030830172600 |
| 1994-09-01 | 5.1459104638028890 |
| 1994-10-01 | 5.0750673479006700 |
| 1994-11-01 | 5.1339844867229700 |
| 1994-12-01 | 5.1369369660876000 |
| 1995-01-01 | 5.3230939911788310 |
| 1995-02-01 | 5.2463269413506200 |
| 1995-03-01 | 5.3001971132492000 |
| 1995-04-01 | 5.2521247468322800 |
| 1995-05-01 | 5.3452895373715400 |
| 1995-06-01 | 5.2356249189807300 |
| 1995-07-01 | 5.2863847325316900 |
| 1995-08-01 | 5.2209032501206800 |
| 1995-09-01 | 5.3236381333270400 |
| 1995-10-01 | 5.3817305513110005 |
| 1995-11-01 | 5.4343672111629400 |
| 1995-12-01 | 5.4417081490472805 |
| 1996-01-01 | 5.5339224659583700 |
| 1996-02-01 | 5.5407471831619800 |
| 1996-03-01 | 5.5987231320896400 |
| 1996-04-01 | 5.6635259582905200 |
| 1996-05-01 | 5.6479496564599400 |
| 1996-06-01 | 5.6501949736724700 |
| 1996-07-01 | 5.5764462591933395 |
| 1996-08-01 | 5.6164985297591000 |
| 1996-09-01 | 5.5112815122458210 |
| 1996-10-01 | 5.3736520364805400 |
| 1996-11-01 | 5.3283821243633200 |
| 1996-12-01 | 5.3426742235637406 |
| 1997-01-01 | 5.2469091601339300 |
| 1997-02-01 | 5.2371974338181500 |
| 1997-03-01 | 5.2042581560510000 |
| 1997-04-01 | 5.1663561426504800 |
| 1997-05-01 | 3.8460772494439400 |
| 1997-06-01 | 4.5647366717513600 |
| 1997-07-01 | 4.7736468826934500 |
| 1997-08-01 | 4.8159507375016510 |
| 1997-09-01 | 4.9083618172823700 |
| 1997-10-01 | 4.9634047125316100 |
| 1997-11-01 | 4.9242229030009300 |
| 1997-12-01 | 4.8380641714377010 |
| 1998-01-01 | 4.9573337487634800 |
| 1998-02-01 | 5.0338865311175400 |
| 1998-03-01 | 5.0054203217900900 |
| 1998-04-01 | 4.9584412866251790 |
| 1998-05-01 | 4.9343432803099410 |
| 1998-06-01 | 4.9772291566993800 |
| 1998-07-01 | 4.9845184785430900 |
| 1998-08-01 | 4.9350683772534100 |
| 1998-09-01 | 4.9221464552600995 |
| 1998-10-01 | 4.8452391634159100 |
| 1998-11-01 | 4.9165620849600590 |
| 1998-12-01 | 4.8313764302560900 |
| 1999-01-01 | 4.8559243882727000 |
| 1999-02-01 | 4.8297688573966300 |
| 1999-03-01 | 4.7990020379670000 |
| 1999-04-01 | 4.8412718944540000 |
| 1999-05-01 | 4.9229147240488800 |
| 1999-06-01 | 4.8853165367996505 |
| 1999-07-01 | 4.9074932437244100 |
| 1999-08-01 | 4.9682203158771790 |
| 1999-09-01 | 4.9454486305241800 |
| 1999-10-01 | 5.0353271418785700 |
| 1999-11-01 | 5.0007804117460095 |
| 1999-12-01 | 5.0219832243925100 |
| 2000-01-01 | 4.9453525807215400 |
| 2000-02-01 | 4.9173519699588200 |
| 2000-03-01 | 4.8796242584718500 |
| 2000-04-01 | 4.9261944296764800 |
| 2000-05-01 | 4.9114452795922500 |
| 2000-06-01 | 4.8972940770816910 |
| 2000-07-01 | 5.0470442749191795 |
| 2000-08-01 | 5.0146137617311610 |
| 2000-09-01 | 4.9778617456196400 |
| 2000-10-01 | 4.9136541423413400 |
| 2000-11-01 | 4.8780008023029010 |
| 2000-12-01 | 4.9024101251869300 |
| 2001-01-01 | 4.9272760422359000 |
| 2001-02-01 | 4.8951934170936395 |
| 2001-03-01 | 5.0560104156386500 |
| 2001-04-01 | 5.1276861525924500 |
| 2001-05-01 | 5.1187618531393000 |
| 2001-06-01 | 5.1147813204303300 |
| 2001-07-01 | 4.9832400344700005 |
| 2001-08-01 | 4.9563820116725900 |
| 2001-09-01 | 4.9975811657673800 |
| 2001-10-01 | 5.1964665747653210 |
| 2001-11-01 | 5.0543681278900100 |
| 2001-12-01 | 5.0760031682349700 |
| 2002-01-01 | 5.2085721067094010 |
| 2002-02-01 | 5.1668495694341400 |
| 2002-03-01 | 5.0288586012836100 |
| 2002-04-01 | 5.2423358127406505 |
| 2002-05-01 | 5.2458227958137300 |
| 2002-06-01 | 5.4351211216645100 |
| 2002-07-01 | 5.2160311678748200 |
| 2002-08-01 | 5.1961674383430200 |
| 2002-09-01 | 5.2077516575784095 |
| 2002-10-01 | 5.1694223740284810 |
| 2002-11-01 | 5.3290730738556700 |
| 2002-12-01 | 5.2453607930480400 |
| 2003-01-01 | 5.1919532477974695 |
| 2003-02-01 | 5.2333475179704000 |
| 2003-03-01 | 5.2057291828775710 |
| 2003-04-01 | 5.1783552169944100 |
| 2003-05-01 | 5.1849390762568700 |
| 2003-06-01 | 5.1584328704381400 |
| 2003-07-01 | 5.1360325565724400 |
| 2003-08-01 | 5.2200193186200200 |
| 2003-09-01 | 5.2045756626991110 |
| 2003-10-01 | 5.3438338364246300 |
| 2003-11-01 | 5.3056246921969100 |
| 2003-12-01 | 5.3231309573140090 |
| 2004-01-01 | 5.2785654940416790 |
| 2004-02-01 | 5.3071507883576600 |
| 2004-03-01 | 5.2891103374569100 |
| 2004-04-01 | 5.2138739400975500 |
| 2004-05-01 | 5.1235924956033300 |
| 2004-06-01 | 5.1762076533455900 |
| 2004-07-01 | 5.4532361892649610 |
| 2004-08-01 | 5.6288541428148900 |
| 2004-09-01 | 5.5086421785137810 |
| 2004-10-01 | 5.4151455877650190 |
| 2004-11-01 | 5.3857858037783000 |
| 2004-12-01 | 5.4008974340014300 |
| 2005-01-01 | 5.6602179358391300 |
| 2005-02-01 | 5.3961407817919410 |
| 2005-03-01 | 5.3843035621940190 |
| 2005-04-01 | 5.4460476734597100 |
| 2005-05-01 | 5.2611884884706800 |
| 2005-06-01 | 5.3879730585228200 |
| 2005-07-01 | 5.4600121332146000 |
| 2005-08-01 | 5.4226405979702010 |
| 2005-09-01 | 5.5076012631319810 |
| 2005-10-01 | 5.4976829390773500 |
| 2005-11-01 | 5.5739002785440490 |
| 2005-12-01 | 5.5910797257856110 |
| 2006-01-01 | 5.4375543630104900 |
| 2006-02-01 | 5.6021304468692800 |
| 2006-03-01 | 5.5871639783137310 |
| 2006-04-01 | 5.4535336219747900 |
| 2006-05-01 | 5.5929055272506500 |
| 2006-06-01 | 5.4867652432953090 |
| 2006-07-01 | 5.4659706103087910 |
| 2006-08-01 | 5.5196899993340300 |
| 2006-09-01 | 5.5160781505517800 |
| 2006-10-01 | 5.5917519138272410 |
| 2006-11-01 | 5.4589080676092690 |
| 2006-12-01 | 5.4784978949206900 |
| 2007-01-01 | 5.6144719750475600 |
| 2007-02-01 | 5.8158347224977400 |
| 2007-03-01 | 5.7923647328962990 |
| 2007-04-01 | 5.6509223168737800 |
| 2007-05-01 | 5.9102828761396800 |
| 2007-06-01 | 5.9900071064597910 |
| 2007-07-01 | 5.9725919714713390 |
| 2007-08-01 | 6.0208249718144300 |
| 2007-09-01 | 5.9321453915903400 |
| 2007-10-01 | 5.9861785253925900 |
| 2007-11-01 | 6.0398956619481500 |
| 2007-12-01 | 6.0695140235223795 |
| 2008-01-01 | 6.0900471141611100 |
| 2008-02-01 | 5.9311036567845800 |
| 2008-03-01 | 5.8939447468400700 |
| 2008-04-01 | 6.0397643742257800 |
| 2008-05-01 | 5.8234784190116700 |
| 2008-06-01 | 5.9001370280565700 |
| 2008-07-01 | 5.8840862599172590 |
| 2008-08-01 | 5.9250668091529500 |
| 2008-09-01 | 5.9581747870678400 |
| 2008-10-01 | 5.8836116704809900 |
| 2008-11-01 | 5.9157566286672500 |
| 2008-12-01 | 5.8451530112963800 |
| 2009-01-01 | 5.8668069705063200 |
| 2009-02-01 | 5.8401821775552690 |
| 2009-03-01 | 5.7937850896158500 |
| 2009-04-01 | 5.6301776743140100 |
| 2009-05-01 | 5.8369927807514000 |
| 2009-06-01 | 5.9204568752912910 |
| 2009-07-01 | 5.9028387854785900 |
| 2009-08-01 | 5.8362634625942000 |
| 2009-09-01 | 5.8769579440984810 |
| 2009-10-01 | 5.7725572798661900 |
| 2009-11-01 | 5.7949552436745700 |
| 2009-12-01 | 5.8231924945532100 |
| 2010-01-01 | 5.7423009773223400 |
| 2010-02-01 | 5.5369938857464405 |
| 2010-03-01 | 5.8882665664927100 |
| 2010-04-01 | 5.9274882530694400 |
| 2010-05-01 | 5.9545002877315590 |
| 2010-06-01 | 5.8452235302484900 |
| 2010-07-01 | 5.9227161092616800 |
| 2010-08-01 | 5.8526488350066510 |
| 2010-09-01 | 5.7924063920837900 |
| 2010-10-01 | 5.9596056825906600 |
| 2010-11-01 | 5.8728237027631300 |
| 2010-12-01 | 5.7972321609843300 |
| 2011-01-01 | 5.8327409844023000 |
| 2011-02-01 | 5.7233235638727304 |
| 2011-03-01 | 5.7760058889541610 |
| 2011-04-01 | 5.7348008207628390 |
| 2011-05-01 | 5.7607019336182410 |
| 2011-06-01 | 5.7670674653026990 |
| 2011-07-01 | 5.8482989469528700 |
| 2011-08-01 | 5.9704012428337890 |
| 2011-09-01 | 6.2100051770355900 |
| 2011-10-01 | 5.9370666662893600 |
| 2011-11-01 | 5.9572679911078390 |
| 2011-12-01 | 6.1827376039017590 |
| 2012-01-01 | 6.3256641048765800 |
| 2012-02-01 | 6.2059867047156105 |
| 2012-03-01 | 6.1640644652932210 |
| 2012-04-01 | 6.2481378340443400 |
| 2012-05-01 | 6.1550322192070490 |
| 2012-06-01 | 6.1773306146974900 |
| 2012-07-01 | 6.0734230153586000 |
| 2012-08-01 | 6.0845386312773900 |
| 2012-09-01 | 6.1272186068715300 |
| 2012-10-01 | 6.1286677211926700 |
| 2012-11-01 | 6.0430845281147300 |
| 2012-12-01 | 6.0732491309440200 |
| 2013-01-01 | 6.1203065578062900 |
| 2013-02-01 | 6.0939223444959200 |
| 2013-03-01 | 6.0566023155193700 |
| 2013-04-01 | 5.9524589415439410 |
| 2013-05-01 | 5.9431407823222395 |
| 2013-06-01 | 5.9745542411519805 |
| 2013-07-01 | 6.0989322264461300 |
| 2013-08-01 | 6.0989641088237800 |
| 2013-09-01 | 6.1375932788026710 |
| 2013-10-01 | 6.2241781804975100 |
| 2013-11-01 | 6.2385989490342200 |
| 2013-12-01 | 6.1810397441871900 |
| 2014-01-01 | 6.1060103795295000 |
| 2014-02-01 | 6.3814365823098390 |
| 2014-03-01 | 6.1490405826013400 |
| 2014-04-01 | 5.9656732111299595 |
| 2014-05-01 | 6.1339207166588600 |
| 2014-06-01 | 6.1651100972844310 |
| 2014-07-01 | 6.1083138547131000 |
| 2014-08-01 | 6.1065719769828090 |
| 2014-09-01 | 6.0430069112439500 |
| 2014-10-01 | 6.0292688819578100 |
| 2014-11-01 | 6.0372337374957190 |
| 2014-12-01 | 6.0916328758194505 |
| 2015-01-01 | 5.9947466896970910 |
| 2015-02-01 | 6.0796306634801690 |
| 2015-03-01 | 6.0377080838911100 |
| 2015-04-01 | 6.3801674314231510 |
| 2015-05-01 | 6.3324376783715100 |
| 2015-06-01 | 6.1572037772242900 |
| 2015-07-01 | 6.0938887784422200 |
| 2015-08-01 | 6.1113117365634500 |
| 2015-09-01 | 6.1462232754426910 |
| 2015-10-01 | 6.1295897094326290 |
| 2015-11-01 | 6.2435208755463600 |
| 2015-12-01 | 6.2062982838088700 |
| 2016-01-01 | 6.2780232353654410 |
| 2016-02-01 | 5.9862532832880200 |
| 2016-03-01 | 6.3315912812195300 |
| 2016-04-01 | 6.4018129160451800 |
| 2016-05-01 | 6.4435703224938200 |
| 2016-06-01 | 6.0529078489687510 |
| 2016-07-01 | 6.1604702106299300 |
| 2016-08-01 | 6.2022254767634100 |
| 2016-09-01 | 6.5422209803887500 |
| 2016-10-01 | 6.2317743039797590 |
| 2016-11-01 | 6.1457683502842300 |
| 2016-12-01 | 6.1158149307836800 |
| 2017-01-01 | 6.2687604455641100 |
| 2017-02-01 | 6.3028887533325010 |
| 2017-03-01 | 6.2367851864041200 |
| 2017-04-01 | 6.1288148708618095 |
| 2017-05-01 | 6.1688748022675500 |
| 2017-06-01 | 6.2468658939510500 |
| 2017-07-01 | 6.2100897472772800 |
| 2017-08-01 | 6.2859308108363090 |
| 2017-09-01 | 6.2160692189725010 |
| 2017-10-01 | 6.2234743812670100 |
| 2017-11-01 | 6.2621408812087800 |
| 2017-12-01 | 6.3321009143816400 |
| 2018-01-01 | 6.2631916160401800 |
| 2018-02-01 | 6.2233178112898490 |
| 2018-03-01 | 6.2489261797654810 |
| 2018-04-01 | 6.1663567316555800 |
| 2018-05-01 | 6.0973792300645900 |
| 2018-06-01 | 6.0405382382746400 |
| 2018-07-01 | 6.1550600762172200 |
| 2018-08-01 | 5.9535178673339700 |
| 2018-09-01 | 5.9829013777226790 |
| 2018-10-01 | 6.0123063292729500 |
| 2018-11-01 | 5.9790540110026500 |
| 2018-12-01 | 5.9432113613830190 |
| 2019-01-01 | 5.9783594346056290 |
| 2019-02-01 | 5.7456800680583200 |
| 2019-03-01 | 5.9648869637096000 |
| 2019-04-01 | 5.9981811720190500 |
| 2019-05-01 | 5.9211457232293090 |
| 2019-06-01 | 5.9279937125229100 |
| 2019-07-01 | 5.9062455531398100 |
| 2019-08-01 | 5.9269853460738300 |
| 2019-09-01 | 5.8421796211208100 |
| 2019-10-01 | 5.9008388674757700 |
| 2019-11-01 | 6.0035928987052500 |
| 2019-12-01 | 5.5569642839586100 |
| 2020-01-01 | 5.8960825800566300 |
| 2020-02-01 | 6.1639189672726395 |
| 2020-03-01 | 5.8790526905214300 |
| 2020-04-01 | 3.4153816642247903 |
| 2020-05-01 | 4.5294381742037500 |
| 2020-06-01 | 4.8170797538168495 |
| 2020-07-01 | 4.8826053930429500 |
| 2020-08-01 | 5.0983751584432300 |
| 2020-09-01 | 4.9169912822690300 |
| 2020-10-01 | 4.6967633483804410 |
| 2020-11-01 | 4.5241160686318000 |
| 2020-12-01 | 4.5664284455689200 |
| 2021-01-01 | 4.6154645945860800 |
| 2021-02-01 | 5.0701811358533000 |
| 2021-03-01 | 5.1840337143118210 |
| 2021-04-01 | 5.2152753310833600 |
| 2021-05-01 | 5.3295431076892400 |
| 2021-06-01 | 5.3113651249601100 |
| 2021-07-01 | 5.3787225216440590 |
| 2021-08-01 | 5.4839963022806390 |
| 2021-09-01 | 5.6920936705630600 |
| 2021-10-01 | 5.5024628029005900 |
| 2021-11-01 | 5.4500088391429400 |
| 2021-12-01 | 5.2784210813720200 |
| 2022-01-01 | 5.4228637192717700 |
| 2022-02-01 | 5.6633459225180590 |
| 2022-03-01 | 5.4778973990716600 |
| 2022-04-01 | 5.5037505334808690 |
| 2022-05-01 | 5.4224545996636800 |
| 2022-06-01 | 5.5145702480875710 |
| 2022-07-01 | 5.3914142690699990 |
| 2022-08-01 | 5.3712459921835190 |
| 2022-09-01 | 5.4873263332825710 |
| 2022-10-01 | 5.5151942854638210 |
| 2022-11-01 | 5.5704682393808600 |
| 2022-12-01 | 5.0806430445908095 |
| 2023-01-01 | 5.6278148848985710 |
| 2023-02-01 | 5.5472920231318890 |
| 2023-03-01 | 5.5658668274230490 |
| 2023-04-01 | 5.4820459952304900 |
| 2023-05-01 | 5.5186096338551900 |
| 2023-06-01 | 5.5205565741559600 |
| 2023-07-01 | 5.6057105203403500 |
| 2023-08-01 | 5.6770459714369400 |
| 2023-09-01 | 5.5859872797956000 |
| 2023-10-01 | 5.7309748037520010 |
| 2023-11-01 | 5.4819773716574910 |
| 2023-12-01 | 5.7810480386155705 |
| 2024-01-01 | 6.0230388600517690 |
| 2024-02-01 | 5.6336758501835500 |
| 2024-03-01 | 5.9550637896344400 |
| 2024-04-01 | 5.8613704935447100 |
| 2024-05-01 | 5.8155905522714000 |
| 2024-06-01 | 5.7294144002924300 |
| 2024-07-01 | 5.7175827590025200 |
| 2024-08-01 | 5.6793685781947390 |
| 2024-09-01 | 5.6959654845017100 |
| 2024-10-01 | 5.5418773454042300 |
| 2024-11-01 | 5.5847097992909500 |
| 2024-12-01 | 5.5790175423675190 |
| 2025-01-01 | 5.5193896795149895 |
| 2025-02-01 | 5.6239311179144900 |
| 2025-03-01 | 5.5493601861735410 |
| 2025-04-01 | 5.6480356001777900 |