Table Data - All Employees: Leisure and Hospitality in Grand Forks, ND-MN (MSA)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| 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 2024-05-01 |
| Last Updated | 2024-06-26 6:16 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 | 4.5328894284440600 |
| 1990-02-01 | 4.5515674614778600 |
| 1990-03-01 | 4.5289276401437300 |
| 1990-04-01 | 4.5565373761080700 |
| 1990-05-01 | 4.5458087814004005 |
| 1990-06-01 | 4.5490004949488490 |
| 1990-07-01 | 4.6897208503282000 |
| 1990-08-01 | 4.7162232653094405 |
| 1990-09-01 | 4.7788795855001300 |
| 1990-10-01 | 4.7255675467443800 |
| 1990-11-01 | 4.7222365237821910 |
| 1990-12-01 | 4.8065079032023490 |
| 1991-01-01 | 4.6297377893934100 |
| 1991-02-01 | 4.6536475324554200 |
| 1991-03-01 | 4.7280111485936995 |
| 1991-04-01 | 4.6535308925523890 |
| 1991-05-01 | 4.7453388072297304 |
| 1991-06-01 | 4.7428566611386400 |
| 1991-07-01 | 4.7918156697330900 |
| 1991-08-01 | 4.8191932867760710 |
| 1991-09-01 | 4.7773281226484700 |
| 1991-10-01 | 4.8324236979132800 |
| 1991-11-01 | 4.8239919747203790 |
| 1991-12-01 | 4.8131945033982495 |
| 1992-01-01 | 4.8255834891272595 |
| 1992-02-01 | 4.8550111036209500 |
| 1992-03-01 | 4.8203953549130300 |
| 1992-04-01 | 4.8503702646258500 |
| 1992-05-01 | 4.8403755200419700 |
| 1992-06-01 | 4.8357856094510400 |
| 1992-07-01 | 4.7954002203465995 |
| 1992-08-01 | 4.8265008610303095 |
| 1992-09-01 | 4.8743363801574000 |
| 1992-10-01 | 4.9426699640095100 |
| 1992-11-01 | 4.9257085216174500 |
| 1992-12-01 | 5.0237249968407100 |
| 1993-01-01 | 5.0200386901062300 |
| 1993-02-01 | 5.0554194589933500 |
| 1993-03-01 | 5.0128021280597200 |
| 1993-04-01 | 5.0451654581984196 |
| 1993-05-01 | 5.0371408696607810 |
| 1993-06-01 | 5.0290565676411790 |
| 1993-07-01 | 4.9995806329831200 |
| 1993-08-01 | 4.9301909586934010 |
| 1993-09-01 | 4.9629391880280900 |
| 1993-10-01 | 4.9561767524659900 |
| 1993-11-01 | 5.0319673872277100 |
| 1993-12-01 | 5.1316028568881290 |
| 1994-01-01 | 5.0186958598601100 |
| 1994-02-01 | 4.9519795157963200 |
| 1994-03-01 | 5.0045793118859810 |
| 1994-04-01 | 5.0467932534393200 |
| 1994-05-01 | 5.0371913325214700 |
| 1994-06-01 | 5.1315037564867200 |
| 1994-07-01 | 5.0957707455054000 |
| 1994-08-01 | 5.1299482731137900 |
| 1994-09-01 | 5.1460767372548210 |
| 1994-10-01 | 5.0664882984990090 |
| 1994-11-01 | 5.1343958927637810 |
| 1994-12-01 | 5.1379622819041195 |
| 1995-01-01 | 5.3233049498330100 |
| 1995-02-01 | 5.2473079258405000 |
| 1995-03-01 | 5.3009199113563800 |
| 1995-04-01 | 5.2529708750294200 |
| 1995-05-01 | 5.3457553951414810 |
| 1995-06-01 | 5.2382756713884600 |
| 1995-07-01 | 5.2861994487228290 |
| 1995-08-01 | 5.2226758043560700 |
| 1995-09-01 | 5.3239430368059000 |
| 1995-10-01 | 5.3721304957464190 |
| 1995-11-01 | 5.4349572093389200 |
| 1995-12-01 | 5.4425463970972300 |
| 1996-01-01 | 5.5342296058610500 |
| 1996-02-01 | 5.5416988538330300 |
| 1996-03-01 | 5.5995710963478205 |
| 1996-04-01 | 5.6644713167488800 |
| 1996-05-01 | 5.6483329189700400 |
| 1996-06-01 | 5.6539872997842300 |
| 1996-07-01 | 5.5757076803057510 |
| 1996-08-01 | 5.6175857834822800 |
| 1996-09-01 | 5.5111900319786390 |
| 1996-10-01 | 5.3652761189633300 |
| 1996-11-01 | 5.3287456110369010 |
| 1996-12-01 | 5.3430843083091100 |
| 1997-01-01 | 5.2473187091575410 |
| 1997-02-01 | 5.2380831789398300 |
| 1997-03-01 | 5.2051895610513490 |
| 1997-04-01 | 5.1673498589915990 |
| 1997-05-01 | 3.8465061787876498 |
| 1997-06-01 | 4.5685811817115000 |
| 1997-07-01 | 4.7727420738762600 |
| 1997-08-01 | 4.8160599486224200 |
| 1997-09-01 | 4.9080211686416510 |
| 1997-10-01 | 4.9572096175195500 |
| 1997-11-01 | 4.9243550801430700 |
| 1997-12-01 | 4.8380983041703400 |
| 1998-01-01 | 4.9577677204383800 |
| 1998-02-01 | 5.0346371351031700 |
| 1998-03-01 | 5.0062716768560990 |
| 1998-04-01 | 4.9593093462555400 |
| 1998-05-01 | 4.9346742256860100 |
| 1998-06-01 | 4.9809694354298300 |
| 1998-07-01 | 4.9833347978830000 |
| 1998-08-01 | 4.9344795856498900 |
| 1998-09-01 | 4.9215453135497400 |
| 1998-10-01 | 4.8415316687035200 |
| 1998-11-01 | 4.9164460450332900 |
| 1998-12-01 | 4.8312231000267100 |
| 1999-01-01 | 4.8563225724367305 |
| 1999-02-01 | 4.8304015478055900 |
| 1999-03-01 | 4.7996654588317105 |
| 1999-04-01 | 4.8419331613994100 |
| 1999-05-01 | 4.9232277287882305 |
| 1999-06-01 | 4.8878541706148200 |
| 1999-07-01 | 4.9066396178183800 |
| 1999-08-01 | 4.9674829007520490 |
| 1999-09-01 | 4.9450686410554905 |
| 1999-10-01 | 5.0329738212145200 |
| 1999-11-01 | 5.0007268031423800 |
| 1999-12-01 | 5.0219199876974600 |
| 2000-01-01 | 4.9456651746304200 |
| 2000-02-01 | 4.9178608550126900 |
| 2000-03-01 | 4.8800794790362100 |
| 2000-04-01 | 4.9266114605865310 |
| 2000-05-01 | 4.9116311765577000 |
| 2000-06-01 | 4.8985661622699200 |
| 2000-07-01 | 5.0464898182410190 |
| 2000-08-01 | 5.0141964717145600 |
| 2000-09-01 | 4.9775763814485305 |
| 2000-10-01 | 4.9125370940913090 |
| 2000-11-01 | 4.8779193865133200 |
| 2000-12-01 | 4.9023793260002300 |
| 2001-01-01 | 4.9274755934712800 |
| 2001-02-01 | 4.8955575117524010 |
| 2001-03-01 | 5.0563066551511300 |
| 2001-04-01 | 5.1279270327691200 |
| 2001-05-01 | 5.1189075400248700 |
| 2001-06-01 | 5.1148819062163600 |
| 2001-07-01 | 4.9830705046605190 |
| 2001-08-01 | 4.9562139621853000 |
| 2001-09-01 | 4.9974195982128000 |
| 2001-10-01 | 5.1962850046579400 |
| 2001-11-01 | 5.0542481062235300 |
| 2001-12-01 | 5.0759708060735600 |
| 2002-01-01 | 5.2086185499007700 |
| 2002-02-01 | 5.1670546794233400 |
| 2002-03-01 | 5.0289789871432800 |
| 2002-04-01 | 5.2424174739208205 |
| 2002-05-01 | 5.2458728352365100 |
| 2002-06-01 | 5.4351449386296910 |
| 2002-07-01 | 5.2159130685969810 |
| 2002-08-01 | 5.1960706019768600 |
| 2002-09-01 | 5.2077168229170400 |
| 2002-10-01 | 5.1693767639649600 |
| 2002-11-01 | 5.3290526926765400 |
| 2002-12-01 | 5.2453654271000200 |
| 2003-01-01 | 5.1919731408808390 |
| 2003-02-01 | 5.2334488040607500 |
| 2003-03-01 | 5.2057701566958900 |
| 2003-04-01 | 5.1783651695619906 |
| 2003-05-01 | 5.1849398513080200 |
| 2003-06-01 | 5.1584308238514700 |
| 2003-07-01 | 5.1359709697915100 |
| 2003-08-01 | 5.2199678039786500 |
| 2003-09-01 | 5.2045796769956905 |
| 2003-10-01 | 5.3438321567959200 |
| 2003-11-01 | 5.3056302650947700 |
| 2003-12-01 | 5.3231409003743300 |
| 2004-01-01 | 5.2785718889491795 |
| 2004-02-01 | 5.3071917990732690 |
| 2004-03-01 | 5.2891234953749400 |
| 2004-04-01 | 5.2138700116515700 |
| 2004-05-01 | 5.1235874734987100 |
| 2004-06-01 | 5.1762019034507905 |
| 2004-07-01 | 5.4532281556683700 |
| 2004-08-01 | 5.6288220747912190 |
| 2004-09-01 | 5.5086420341674290 |
| 2004-10-01 | 5.4151441916620096 |
| 2004-11-01 | 5.3857892595272805 |
| 2004-12-01 | 5.4009053506290200 |
| 2005-01-01 | 5.6602250968272100 |
| 2005-02-01 | 5.3961462897674910 |
| 2005-03-01 | 5.3843134758700700 |
| 2005-04-01 | 5.4460485942413195 |
| 2005-05-01 | 5.2611874111713500 |
| 2005-06-01 | 5.3879696410777400 |
| 2005-07-01 | 5.4600070540664600 |
| 2005-08-01 | 5.4226315010697900 |
| 2005-09-01 | 5.5075992411104300 |
| 2005-10-01 | 5.4976830695093300 |
| 2005-11-01 | 5.5739006830681110 |
| 2005-12-01 | 5.5910826897582010 |
| 2006-01-01 | 5.4375568249424700 |
| 2006-02-01 | 5.6021327122054600 |
| 2006-03-01 | 5.5871654251985500 |
| 2006-04-01 | 5.4535349981206800 |
| 2006-05-01 | 5.5929063454052600 |
| 2006-06-01 | 5.4867638587014405 |
| 2006-07-01 | 5.4659690204859900 |
| 2006-08-01 | 5.5196855486376500 |
| 2006-09-01 | 5.5160778875093790 |
| 2006-10-01 | 5.5917525042564300 |
| 2006-11-01 | 5.4589094131144810 |
| 2006-12-01 | 5.4784997210257105 |
| 2007-01-01 | 5.6144732673161510 |
| 2007-02-01 | 5.8158329074524290 |
| 2007-03-01 | 5.7923655159205100 |
| 2007-04-01 | 5.6509233260405200 |
| 2007-05-01 | 5.9102827675518800 |
| 2007-06-01 | 5.9900054495235700 |
| 2007-07-01 | 5.9725900282313300 |
| 2007-08-01 | 6.0208219131064910 |
| 2007-09-01 | 5.9321452551036500 |
| 2007-10-01 | 5.9861807459121390 |
| 2007-11-01 | 6.0398986187294900 |
| 2007-12-01 | 6.0695178138005400 |
| 2008-01-01 | 6.0900504438726290 |
| 2008-02-01 | 5.9310999000047010 |
| 2008-03-01 | 5.8939456491292410 |
| 2008-04-01 | 6.0397636261119905 |
| 2008-05-01 | 5.8234754565460390 |
| 2008-06-01 | 5.9001326450848000 |
| 2008-07-01 | 5.8840813714950900 |
| 2008-08-01 | 5.9250628208087700 |
| 2008-09-01 | 5.9581746622746690 |
| 2008-10-01 | 5.8836171873789205 |
| 2008-11-01 | 5.9157740816239110 |
| 2008-12-01 | 5.8451499847823000 |
| 2009-01-01 | 5.8668271573903300 |
| 2009-02-01 | 5.8401664319808210 |
| 2009-03-01 | 5.7937778646539600 |
| 2009-04-01 | 5.6301705444435410 |
| 2009-05-01 | 5.8369855665297905 |
| 2009-06-01 | 5.9204511814921610 |
| 2009-07-01 | 5.9028348833269910 |
| 2009-08-01 | 5.8362633002474595 |
| 2009-09-01 | 5.8769648518436100 |
| 2009-10-01 | 5.7725716012176210 |
| 2009-11-01 | 5.7949880871833095 |
| 2009-12-01 | 5.8231778773343600 |
| 2010-01-01 | 5.7423290544618610 |
| 2010-02-01 | 5.5369593663531305 |
| 2010-03-01 | 5.8882436089365395 |
| 2010-04-01 | 5.9274706849040100 |
| 2010-05-01 | 5.9544904118077400 |
| 2010-06-01 | 5.8452206213301600 |
| 2010-07-01 | 5.9227173544740400 |
| 2010-08-01 | 5.8526622176435590 |
| 2010-09-01 | 5.7924353307706200 |
| 2010-10-01 | 5.9596418065911605 |
| 2010-11-01 | 5.8728865283510190 |
| 2010-12-01 | 5.7972240896118405 |
| 2011-01-01 | 5.8328003856736210 |
| 2011-02-01 | 5.7230592322573210 |
| 2011-03-01 | 5.7759983155023390 |
| 2011-04-01 | 5.7348107964320010 |
| 2011-05-01 | 5.7607148951628690 |
| 2011-06-01 | 5.7670897476182010 |
| 2011-07-01 | 5.8483289482219190 |
| 2011-08-01 | 5.9704531726110000 |
| 2011-09-01 | 6.2100798314296900 |
| 2011-10-01 | 5.9371438765478710 |
| 2011-11-01 | 5.9573474209149600 |
| 2011-12-01 | 6.1827148796912190 |
| 2012-01-01 | 6.3256849485101405 |
| 2012-02-01 | 6.2054356116506690 |
| 2012-03-01 | 6.1640119005470995 |
| 2012-04-01 | 6.2481916625499805 |
| 2012-05-01 | 6.1552042553576200 |
| 2012-06-01 | 6.1773693558477305 |
| 2012-07-01 | 6.0734804516886400 |
| 2012-08-01 | 6.0846439455747400 |
| 2012-09-01 | 6.1273677433401000 |
| 2012-10-01 | 6.1288176232966190 |
| 2012-11-01 | 6.0432220818122990 |
| 2012-12-01 | 6.0732620661686690 |
| 2013-01-01 | 6.1203466550606205 |
| 2013-02-01 | 6.0925651450304700 |
| 2013-03-01 | 6.0565305566369805 |
| 2013-04-01 | 5.9525504308154000 |
| 2013-05-01 | 5.9437703870588300 |
| 2013-06-01 | 5.9746473715307800 |
| 2013-07-01 | 6.0989797254593890 |
| 2013-08-01 | 6.0991089797326200 |
| 2013-09-01 | 6.1378581297580310 |
| 2013-10-01 | 6.2244256256137190 |
| 2013-11-01 | 6.2388348227344800 |
| 2013-12-01 | 6.1811775472394210 |
| 2014-01-01 | 6.1061489193783400 |
| 2014-02-01 | 6.3786620967848100 |
| 2014-03-01 | 6.1490482882675300 |
| 2014-04-01 | 5.9658756461934010 |
| 2014-05-01 | 6.1350708759271395 |
| 2014-06-01 | 6.1653079320784006 |
| 2014-07-01 | 6.1084006309598900 |
| 2014-08-01 | 6.1067950397517800 |
| 2014-09-01 | 6.0434138255556390 |
| 2014-10-01 | 6.0296347037031700 |
| 2014-11-01 | 6.0375670156142700 |
| 2014-12-01 | 6.0918623128490500 |
| 2015-01-01 | 5.9949241195035900 |
| 2015-02-01 | 6.0753835195933500 |
| 2015-03-01 | 6.0377880420310400 |
| 2015-04-01 | 6.3804701834258400 |
| 2015-05-01 | 6.3340519909161400 |
| 2015-06-01 | 6.1576233546511600 |
| 2015-07-01 | 6.0940852135786400 |
| 2015-08-01 | 6.1116305981199410 |
| 2015-09-01 | 6.1467464365500994 |
| 2015-10-01 | 6.1300208891182395 |
| 2015-11-01 | 6.2439414505964010 |
| 2015-12-01 | 6.2067060821406100 |
| 2016-01-01 | 6.2784319452248205 |
| 2016-02-01 | 5.9796749838044000 |
| 2016-03-01 | 6.3320881228686610 |
| 2016-04-01 | 6.4025590318401600 |
| 2016-05-01 | 6.4456349288881400 |
| 2016-06-01 | 6.0536970595736300 |
| 2016-07-01 | 6.1608920280049210 |
| 2016-08-01 | 6.2025880578035500 |
| 2016-09-01 | 6.5426294880366100 |
| 2016-10-01 | 6.2320106801839800 |
| 2016-11-01 | 6.1460370796235990 |
| 2016-12-01 | 6.1166188934064100 |
| 2017-01-01 | 6.2693326545061700 |
| 2017-02-01 | 6.2939490843293000 |
| 2017-03-01 | 6.2377635681046290 |
| 2017-04-01 | 6.1303059037499406 |
| 2017-05-01 | 6.1715896580501000 |
| 2017-06-01 | 6.2483397393396000 |
| 2017-07-01 | 6.2112123617278800 |
| 2017-08-01 | 6.2858452017496800 |
| 2017-09-01 | 6.2155964831278400 |
| 2017-10-01 | 6.2246062193683205 |
| 2017-11-01 | 6.2589171608930710 |
| 2017-12-01 | 6.3343667329797490 |
| 2018-01-01 | 6.2648623014563000 |
| 2018-02-01 | 6.2129977227784300 |
| 2018-03-01 | 6.2507118619063300 |
| 2018-04-01 | 6.1689219713140190 |
| 2018-05-01 | 6.1005885105861400 |
| 2018-06-01 | 6.0425752894254900 |
| 2018-07-01 | 6.1567045256235190 |
| 2018-08-01 | 5.9526005549576510 |
| 2018-09-01 | 5.9798582156607810 |
| 2018-10-01 | 6.0138429517880000 |
| 2018-11-01 | 5.9720081287086290 |
| 2018-12-01 | 5.9469904089728800 |
| 2019-01-01 | 5.9813626241354000 |
| 2019-02-01 | 5.7375001785401200 |
| 2019-03-01 | 5.9679990899902500 |
| 2019-04-01 | 6.0022210009796700 |
| 2019-05-01 | 5.9249201910061910 |
| 2019-06-01 | 5.9301437710628500 |
| 2019-07-01 | 5.9073904306300090 |
| 2019-08-01 | 5.9238321004679000 |
| 2019-09-01 | 5.8350242097908490 |
| 2019-10-01 | 5.9014244664922595 |
| 2019-11-01 | 5.9919536707249295 |
| 2019-12-01 | 5.5629976079782100 |
| 2020-01-01 | 5.9014219683554510 |
| 2020-02-01 | 6.1605097162452200 |
| 2020-03-01 | 5.8855308042230790 |
| 2020-04-01 | 3.4223447795133100 |
| 2020-05-01 | 4.5342180102792400 |
| 2020-06-01 | 4.8182358085442300 |
| 2020-07-01 | 4.8867415834519690 |
| 2020-08-01 | 5.0881573203771200 |
| 2020-09-01 | 4.8981144039818800 |
| 2020-10-01 | 4.6955668440627000 |
| 2020-11-01 | 4.5103240557188800 |
| 2020-12-01 | 4.5723818367656800 |
| 2021-01-01 | 4.6235326667948300 |
| 2021-02-01 | 5.0734504563142690 |
| 2021-03-01 | 5.2028297078661910 |
| 2021-04-01 | 5.2279106621223400 |
| 2021-05-01 | 5.3348987841571000 |
| 2021-06-01 | 5.3076882957187690 |
| 2021-07-01 | 5.3860332527034900 |
| 2021-08-01 | 5.4644847455838095 |
| 2021-09-01 | 5.6636972845263900 |
| 2021-10-01 | 5.4931991063026800 |
| 2021-11-01 | 5.4313625675768000 |
| 2021-12-01 | 5.2856302128962500 |
| 2022-01-01 | 5.4309511823392400 |
| 2022-02-01 | 5.6773238353648190 |
| 2022-03-01 | 5.5095648062857405 |
| 2022-04-01 | 5.5269689645739700 |
| 2022-05-01 | 5.4313012088188100 |
| 2022-06-01 | 5.5051066069572900 |
| 2022-07-01 | 5.4016465194331800 |
| 2022-08-01 | 5.3404670250345200 |
| 2022-09-01 | 5.4483669236547100 |
| 2022-10-01 | 5.4940831382190600 |
| 2022-11-01 | 5.5479086153071600 |
| 2022-12-01 | 5.0862416654597910 |
| 2023-01-01 | 5.6374511153563205 |
| 2023-02-01 | 5.5710450343583000 |
| 2023-03-01 | 5.6130378437250100 |
| 2023-04-01 | 5.5187976836505195 |
| 2023-05-01 | 5.5310699324930190 |
| 2023-06-01 | 5.5047776353884200 |
| 2023-07-01 | 5.5146357730932400 |
| 2023-08-01 | 5.6367195268118300 |
| 2023-09-01 | 5.5430787373304495 |
| 2023-10-01 | 5.4944582993466400 |
| 2023-11-01 | 5.4548886505647000 |
| 2023-12-01 | 5.4865893786863600 |
| 2024-01-01 | 5.4346709783817900 |
| 2024-02-01 | 5.4654447177164505 |
| 2024-03-01 | 5.4118874009409200 |
| 2024-04-01 | 5.5114479397413705 |
| 2024-05-01 | 5.5327701934629205 |
