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 2024-11-01 |
| Last Updated | 2024-12-21 7:11 AM CST |
| 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 | 4.5317188056716695 |
| 1990-02-01 | 4.5514798764811000 |
| 1990-03-01 | 4.5289639753692310 |
| 1990-04-01 | 4.5560479773662110 |
| 1990-05-01 | 4.5459640725824000 |
| 1990-06-01 | 4.5482944559000300 |
| 1990-07-01 | 4.6899572669272410 |
| 1990-08-01 | 4.7158432119831510 |
| 1990-09-01 | 4.7807105228546800 |
| 1990-10-01 | 4.7259442124039810 |
| 1990-11-01 | 4.7225881484369910 |
| 1990-12-01 | 4.8062589444469200 |
| 1991-01-01 | 4.6287717452145390 |
| 1991-02-01 | 4.6535027510244005 |
| 1991-03-01 | 4.7280883962515190 |
| 1991-04-01 | 4.6530872618173500 |
| 1991-05-01 | 4.7453921946622690 |
| 1991-06-01 | 4.7422009291217595 |
| 1991-07-01 | 4.7918373470760200 |
| 1991-08-01 | 4.8183475705316600 |
| 1991-09-01 | 4.7785980357341300 |
| 1991-10-01 | 4.8347928837200100 |
| 1991-11-01 | 4.8239884997100710 |
| 1991-12-01 | 4.8125474533468300 |
| 1992-01-01 | 4.8247790453182695 |
| 1992-02-01 | 4.8547146389609300 |
| 1992-03-01 | 4.8204114480255700 |
| 1992-04-01 | 4.8498896491405300 |
| 1992-05-01 | 4.8404453647183200 |
| 1992-06-01 | 4.8353649560109110 |
| 1992-07-01 | 4.7952672213819500 |
| 1992-08-01 | 4.8247458029447200 |
| 1992-09-01 | 4.8749195005819805 |
| 1992-10-01 | 4.9472458292689100 |
| 1992-11-01 | 4.9254947967450100 |
| 1992-12-01 | 5.0227301907960300 |
| 1993-01-01 | 5.0195445058767500 |
| 1993-02-01 | 5.0549044027951510 |
| 1993-03-01 | 5.0126658045608210 |
| 1993-04-01 | 5.0446719090089600 |
| 1993-05-01 | 5.0371555319360200 |
| 1993-06-01 | 5.0287273594660500 |
| 1993-07-01 | 4.9991749905970900 |
| 1993-08-01 | 4.9278071301138800 |
| 1993-09-01 | 4.9627693790629300 |
| 1993-10-01 | 4.9631283513460100 |
| 1993-11-01 | 5.0314321233489200 |
| 1993-12-01 | 5.1303627097389700 |
| 1994-01-01 | 5.0183498407374100 |
| 1994-02-01 | 4.9512728235644600 |
| 1994-03-01 | 5.0042319172294000 |
| 1994-04-01 | 5.0462623368075000 |
| 1994-05-01 | 5.0372928964324100 |
| 1994-06-01 | 5.1311823414322100 |
| 1994-07-01 | 5.0952323515345490 |
| 1994-08-01 | 5.1270811555869900 |
| 1994-09-01 | 5.1455146819853095 |
| 1994-10-01 | 5.0746696987680195 |
| 1994-11-01 | 5.1337952711224000 |
| 1994-12-01 | 5.1367188563454995 |
| 1995-01-01 | 5.3230741584736700 |
| 1995-02-01 | 5.2464637230378300 |
| 1995-03-01 | 5.3004212493136205 |
| 1995-04-01 | 5.2524738547311390 |
| 1995-05-01 | 5.3458594589782000 |
| 1995-06-01 | 5.2377628526042310 |
| 1995-07-01 | 5.2854305587744200 |
| 1995-08-01 | 5.2200044645834200 |
| 1995-09-01 | 5.3230219458189100 |
| 1995-10-01 | 5.3812206151509410 |
| 1995-11-01 | 5.4340386708438800 |
| 1995-12-01 | 5.4414029000599500 |
| 1996-01-01 | 5.5338253973478200 |
| 1996-02-01 | 5.5408361580698300 |
| 1996-03-01 | 5.5989638986748895 |
| 1996-04-01 | 5.6639622907134200 |
| 1996-05-01 | 5.6485979924776695 |
| 1996-06-01 | 5.6534159520964010 |
| 1996-07-01 | 5.5750223838263800 |
| 1996-08-01 | 5.6153472661377900 |
| 1996-09-01 | 5.5104253247327010 |
| 1996-10-01 | 5.3730895661770900 |
| 1996-11-01 | 5.3279552585781000 |
| 1996-12-01 | 5.3423717325715705 |
| 1997-01-01 | 5.2468483567370500 |
| 1997-02-01 | 5.2373283941922310 |
| 1997-03-01 | 5.2045693186826600 |
| 1997-04-01 | 5.1668728127036400 |
| 1997-05-01 | 3.8467006581588400 |
| 1997-06-01 | 4.5680104932262200 |
| 1997-07-01 | 4.7721776451905400 |
| 1997-08-01 | 4.8148586004780500 |
| 1997-09-01 | 4.9074306951215805 |
| 1997-10-01 | 4.9628284892973890 |
| 1997-11-01 | 4.9237640427067500 |
| 1997-12-01 | 4.8378007476925900 |
| 1998-01-01 | 4.9573009082006205 |
| 1998-02-01 | 5.0340571715725800 |
| 1998-03-01 | 5.0057318098626690 |
| 1998-04-01 | 4.9589288467959200 |
| 1998-05-01 | 4.9348296759184510 |
| 1998-06-01 | 4.9804878280466700 |
| 1998-07-01 | 4.9830117084267400 |
| 1998-08-01 | 4.9339627093668500 |
| 1998-09-01 | 4.9212720771980100 |
| 1998-10-01 | 4.8447697941131510 |
| 1998-11-01 | 4.9161743010720800 |
| 1998-12-01 | 4.8312026878466600 |
| 1999-01-01 | 4.8559723338549700 |
| 1999-02-01 | 4.8299965130471305 |
| 1999-03-01 | 4.7992983380513210 |
| 1999-04-01 | 4.8416779498013300 |
| 1999-05-01 | 4.9232430183460300 |
| 1999-06-01 | 4.8875288851495500 |
| 1999-07-01 | 4.9064387971167900 |
| 1999-08-01 | 4.9674321266858700 |
| 1999-09-01 | 4.9448262726771395 |
| 1999-10-01 | 5.0349584715076700 |
| 1999-11-01 | 5.0005142974329200 |
| 1999-12-01 | 5.0218870266395710 |
| 2000-01-01 | 4.9454259993286795 |
| 2000-02-01 | 4.9175803322501705 |
| 2000-03-01 | 4.8798494597811795 |
| 2000-04-01 | 4.9264621573906400 |
| 2000-05-01 | 4.9116596097840500 |
| 2000-06-01 | 4.8984286947487200 |
| 2000-07-01 | 5.0464677235322300 |
| 2000-08-01 | 5.0141390971723090 |
| 2000-09-01 | 4.9775168003886790 |
| 2000-10-01 | 4.9134063677852104 |
| 2000-11-01 | 4.8778637733997000 |
| 2000-12-01 | 4.9023825125210800 |
| 2001-01-01 | 4.9273586532947600 |
| 2001-02-01 | 4.8953878257099400 |
| 2001-03-01 | 5.0561710228299500 |
| 2001-04-01 | 5.1278381997871910 |
| 2001-05-01 | 5.1188906722095900 |
| 2001-06-01 | 5.1148596119694805 |
| 2001-07-01 | 4.9831441338923690 |
| 2001-08-01 | 4.9562623340099500 |
| 2001-09-01 | 4.9974793559245400 |
| 2001-10-01 | 5.1963164220695495 |
| 2001-11-01 | 5.0543241803300300 |
| 2001-12-01 | 5.0759901417027100 |
| 2002-01-01 | 5.2086004250585300 |
| 2002-02-01 | 5.1669722894979100 |
| 2002-03-01 | 5.0289269424339910 |
| 2002-04-01 | 5.2423840543538605 |
| 2002-05-01 | 5.2458583024203210 |
| 2002-06-01 | 5.4351445177762905 |
| 2002-07-01 | 5.2159661893765300 |
| 2002-08-01 | 5.1960971009021910 |
| 2002-09-01 | 5.2077323977834600 |
| 2002-10-01 | 5.1693561067637200 |
| 2002-11-01 | 5.3290866245713895 |
| 2002-12-01 | 5.2453676106405710 |
| 2003-01-01 | 5.1919688484994810 |
| 2003-02-01 | 5.2334124967045300 |
| 2003-03-01 | 5.2057549722035406 |
| 2003-04-01 | 5.1783593522767800 |
| 2003-05-01 | 5.1849376902992300 |
| 2003-06-01 | 5.1584355245165500 |
| 2003-07-01 | 5.1359977226768500 |
| 2003-08-01 | 5.2199800877557800 |
| 2003-09-01 | 5.2045792244541795 |
| 2003-10-01 | 5.3438060303397900 |
| 2003-11-01 | 5.3056505109193000 |
| 2003-12-01 | 5.3231372199294100 |
| 2004-01-01 | 5.2785723041548490 |
| 2004-02-01 | 5.3071788955426600 |
| 2004-03-01 | 5.2891210498757190 |
| 2004-04-01 | 5.2138713616926500 |
| 2004-05-01 | 5.1235864612927500 |
| 2004-06-01 | 5.1762057147204600 |
| 2004-07-01 | 5.4532306405294300 |
| 2004-08-01 | 5.6288292568302400 |
| 2004-09-01 | 5.5086415546642105 |
| 2004-10-01 | 5.4151307531643700 |
| 2004-11-01 | 5.3858026009498605 |
| 2004-12-01 | 5.4009023679338300 |
| 2005-01-01 | 5.6602257277525900 |
| 2005-02-01 | 5.3961451466918810 |
| 2005-03-01 | 5.3843108604250590 |
| 2005-04-01 | 5.4460480671796590 |
| 2005-05-01 | 5.2611844719739810 |
| 2005-06-01 | 5.3879712586831800 |
| 2005-07-01 | 5.4600075330394295 |
| 2005-08-01 | 5.4226334485977700 |
| 2005-09-01 | 5.5075980897488000 |
| 2005-10-01 | 5.4976812423961100 |
| 2005-11-01 | 5.5739065493797195 |
| 2005-12-01 | 5.5910806349048800 |
| 2006-01-01 | 5.4375584704612600 |
| 2006-02-01 | 5.6021325946310900 |
| 2006-03-01 | 5.5871644962412800 |
| 2006-04-01 | 5.4535343848614300 |
| 2006-05-01 | 5.5929032447923690 |
| 2006-06-01 | 5.4867642577325910 |
| 2006-07-01 | 5.4659690015359700 |
| 2006-08-01 | 5.5196869768472990 |
| 2006-09-01 | 5.5160778284543300 |
| 2006-10-01 | 5.5917524236990410 |
| 2006-11-01 | 5.4589092199729200 |
| 2006-12-01 | 5.4784993631288300 |
| 2007-01-01 | 5.6144755913074410 |
| 2007-02-01 | 5.8158338723252000 |
| 2007-03-01 | 5.7923648210432805 |
| 2007-04-01 | 5.6509229351183405 |
| 2007-05-01 | 5.9102806906928800 |
| 2007-06-01 | 5.9900055311356510 |
| 2007-07-01 | 5.9725900933445500 |
| 2007-08-01 | 6.0208227906262990 |
| 2007-09-01 | 5.9321453103774900 |
| 2007-10-01 | 5.9861803701770400 |
| 2007-11-01 | 6.0398981664383600 |
| 2007-12-01 | 6.0695171111908900 |
| 2008-01-01 | 6.0900513762723700 |
| 2008-02-01 | 5.9311012779429810 |
| 2008-03-01 | 5.8939451164936790 |
| 2008-04-01 | 6.0397637278668790 |
| 2008-05-01 | 5.8234748909782100 |
| 2008-06-01 | 5.9001329738988400 |
| 2008-07-01 | 5.8840818402207100 |
| 2008-08-01 | 5.9250631981279500 |
| 2008-09-01 | 5.9581745371064400 |
| 2008-10-01 | 5.8836164563955995 |
| 2008-11-01 | 5.9157719088565495 |
| 2008-12-01 | 5.8451505005376200 |
| 2009-01-01 | 5.8668249215704200 |
| 2009-02-01 | 5.8401696125381500 |
| 2009-03-01 | 5.7937787546789500 |
| 2009-04-01 | 5.6301715647329810 |
| 2009-05-01 | 5.8369860875439500 |
| 2009-06-01 | 5.9204513604868790 |
| 2009-07-01 | 5.9028347941303890 |
| 2009-08-01 | 5.8362626543415095 |
| 2009-09-01 | 5.8769633569242090 |
| 2009-10-01 | 5.7725698234351700 |
| 2009-11-01 | 5.7949844803694495 |
| 2009-12-01 | 5.8231809009073310 |
| 2010-01-01 | 5.7423259077646500 |
| 2010-02-01 | 5.5369654477877200 |
| 2010-03-01 | 5.8882467939301110 |
| 2010-04-01 | 5.9274726235624810 |
| 2010-05-01 | 5.9544906003561000 |
| 2010-06-01 | 5.8452197820208390 |
| 2010-07-01 | 5.9227162658223090 |
| 2010-08-01 | 5.8526593751707810 |
| 2010-09-01 | 5.7924302599007200 |
| 2010-10-01 | 5.9596371813771200 |
| 2010-11-01 | 5.8728788775622500 |
| 2010-12-01 | 5.7972256190276600 |
| 2011-01-01 | 5.8327919141790200 |
| 2011-02-01 | 5.7231098962464700 |
| 2011-03-01 | 5.7759994893534000 |
| 2011-04-01 | 5.7347953501272690 |
| 2011-05-01 | 5.7607135458251900 |
| 2011-06-01 | 5.7670870410198605 |
| 2011-07-01 | 5.8483247782838800 |
| 2011-08-01 | 5.9704443611529410 |
| 2011-09-01 | 6.2100663737657400 |
| 2011-10-01 | 5.9371312092198890 |
| 2011-11-01 | 5.9573358666651000 |
| 2011-12-01 | 6.1827180824864200 |
| 2012-01-01 | 6.3256831599904400 |
| 2012-02-01 | 6.2055428159775590 |
| 2012-03-01 | 6.1640240585998100 |
| 2012-04-01 | 6.2481534264717700 |
| 2012-05-01 | 6.1551820013208900 |
| 2012-06-01 | 6.1773674020207690 |
| 2012-07-01 | 6.0734729072142200 |
| 2012-08-01 | 6.0846244911074290 |
| 2012-09-01 | 6.1273380849899400 |
| 2012-10-01 | 6.1287889813839100 |
| 2012-11-01 | 6.0431990678006510 |
| 2012-12-01 | 6.0732610392607310 |
| 2013-01-01 | 6.1203473871979600 |
| 2013-02-01 | 6.0928018887780090 |
| 2013-03-01 | 6.0565523183639300 |
| 2013-04-01 | 5.9524884564672500 |
| 2013-05-01 | 5.9436995077408000 |
| 2013-06-01 | 5.9746479767429100 |
| 2013-07-01 | 6.0989690828295800 |
| 2013-08-01 | 6.0990752259134400 |
| 2013-09-01 | 6.1377991427226400 |
| 2013-10-01 | 6.2243691551334590 |
| 2013-11-01 | 6.2387805810777400 |
| 2013-12-01 | 6.1811379463375900 |
| 2014-01-01 | 6.1061117437901000 |
| 2014-02-01 | 6.3792470406974200 |
| 2014-03-01 | 6.1490357032955005 |
| 2014-04-01 | 5.9657717178028395 |
| 2014-05-01 | 6.1349295708944200 |
| 2014-06-01 | 6.1652981974989010 |
| 2014-07-01 | 6.1083765670110890 |
| 2014-08-01 | 6.1067412714753700 |
| 2014-09-01 | 6.0433230920979110 |
| 2014-10-01 | 6.0295459700133005 |
| 2014-11-01 | 6.0374788860018300 |
| 2014-12-01 | 6.0917857929843500 |
| 2015-01-01 | 5.9948547938865810 |
| 2015-02-01 | 6.0763232584320000 |
| 2015-03-01 | 6.0377422608038700 |
| 2015-04-01 | 6.3803343261987600 |
| 2015-05-01 | 6.3338506321116310 |
| 2015-06-01 | 6.1575844251248210 |
| 2015-07-01 | 6.0940379490672690 |
| 2015-08-01 | 6.1115576637171510 |
| 2015-09-01 | 6.1466340996226300 |
| 2015-10-01 | 6.1299124771439000 |
| 2015-11-01 | 6.2438216864732890 |
| 2015-12-01 | 6.2065734849610195 |
| 2016-01-01 | 6.2782883521906200 |
| 2016-02-01 | 5.9810976417471200 |
| 2016-03-01 | 6.3319490983254300 |
| 2016-04-01 | 6.4023574018810310 |
| 2016-05-01 | 6.4453616545676790 |
| 2016-06-01 | 6.0535982569454800 |
| 2016-07-01 | 6.1608076138173695 |
| 2016-08-01 | 6.2025057793731900 |
| 2016-09-01 | 6.5425392873410310 |
| 2016-10-01 | 6.2319384882553210 |
| 2016-11-01 | 6.1459313098547000 |
| 2016-12-01 | 6.1164542530695200 |
| 2017-01-01 | 6.2690431000997600 |
| 2017-02-01 | 6.2959831945539495 |
| 2017-03-01 | 6.2372580214305700 |
| 2017-04-01 | 6.1301460765029905 |
| 2017-05-01 | 6.1710842799109100 |
| 2017-06-01 | 6.2483397710153300 |
| 2017-07-01 | 6.2111198722637100 |
| 2017-08-01 | 6.2855045162213800 |
| 2017-09-01 | 6.2155319787814100 |
| 2017-10-01 | 6.2242320978990400 |
| 2017-11-01 | 6.2601444959215495 |
| 2017-12-01 | 6.3337891073673300 |
| 2018-01-01 | 6.2640765660373310 |
| 2018-02-01 | 6.2155725466700105 |
| 2018-03-01 | 6.2498431200495395 |
| 2018-04-01 | 6.1687789114507800 |
| 2018-05-01 | 6.0998666043340490 |
| 2018-06-01 | 6.0426609070549200 |
| 2018-07-01 | 6.1565552369898790 |
| 2018-08-01 | 5.9519478744760000 |
| 2018-09-01 | 5.9797740463662100 |
| 2018-10-01 | 6.0131182143615900 |
| 2018-11-01 | 5.9745456330399690 |
| 2018-12-01 | 5.9468224245041705 |
| 2019-01-01 | 5.9801339363777400 |
| 2019-02-01 | 5.7407382261050400 |
| 2019-03-01 | 5.9667065072604500 |
| 2019-04-01 | 6.0018285374529700 |
| 2019-05-01 | 5.9234986561168300 |
| 2019-06-01 | 5.9297006819424904 |
| 2019-07-01 | 5.9066283656094510 |
| 2019-08-01 | 5.9226005918813300 |
| 2019-09-01 | 5.8350996002567510 |
| 2019-10-01 | 5.9009802264470000 |
| 2019-11-01 | 5.9967623828939810 |
| 2019-12-01 | 5.5643074708507900 |
| 2020-01-01 | 5.9006440753440600 |
| 2020-02-01 | 6.1643087701568400 |
| 2020-03-01 | 5.8838143791722000 |
| 2020-04-01 | 3.4207033579433195 |
| 2020-05-01 | 4.5308762970172400 |
| 2020-06-01 | 4.8155380830820995 |
| 2020-07-01 | 4.8840302866505300 |
| 2020-08-01 | 5.0860222098821195 |
| 2020-09-01 | 4.8987914300960895 |
| 2020-10-01 | 4.6971828985195705 |
| 2020-11-01 | 4.5181827148785700 |
| 2020-12-01 | 4.5777897572176900 |
| 2021-01-01 | 4.6253185396750100 |
| 2021-02-01 | 5.0785139383353100 |
| 2021-03-01 | 5.2007413416178800 |
| 2021-04-01 | 5.2239296314198300 |
| 2021-05-01 | 5.3269534976261510 |
| 2021-06-01 | 5.2980383510642900 |
| 2021-07-01 | 5.3803317792992695 |
| 2021-08-01 | 5.4565420677733490 |
| 2021-09-01 | 5.6635371169198000 |
| 2021-10-01 | 5.5030075671265900 |
| 2021-11-01 | 5.4519250879026290 |
| 2021-12-01 | 5.2978191832483800 |
| 2022-01-01 | 5.4356043127773500 |
| 2022-02-01 | 5.6815607892015990 |
| 2022-03-01 | 5.5051239062082400 |
| 2022-04-01 | 5.5176891462312400 |
| 2022-05-01 | 5.4156533984811400 |
| 2022-06-01 | 5.4868178392713300 |
| 2022-07-01 | 5.3925196246818900 |
| 2022-08-01 | 5.3266201536404410 |
| 2022-09-01 | 5.4478612196487410 |
| 2022-10-01 | 5.5160813993574400 |
| 2022-11-01 | 5.5826573830511200 |
| 2022-12-01 | 5.1061825025435800 |
| 2023-01-01 | 5.6448949767871700 |
| 2023-02-01 | 5.5738868156458405 |
| 2023-03-01 | 5.6054998220379510 |
| 2023-04-01 | 5.5035367653336500 |
| 2023-05-01 | 5.5069019378068695 |
| 2023-06-01 | 5.4767146257964800 |
| 2023-07-01 | 5.5031755820215800 |
| 2023-08-01 | 5.6163541545206610 |
| 2023-09-01 | 5.5416183181505500 |
| 2023-10-01 | 5.5308956582914800 |
| 2023-11-01 | 5.5055184813523494 |
| 2023-12-01 | 5.5127733701749010 |
| 2024-01-01 | 5.4432392248015500 |
| 2024-02-01 | 5.4653941685249600 |
| 2024-03-01 | 5.4005049179536510 |
| 2024-04-01 | 5.4901525336058200 |
| 2024-05-01 | 5.5010848087779705 |
| 2024-06-01 | 5.4750610794318400 |
| 2024-07-01 | 5.4135206217360900 |
| 2024-08-01 | 5.4069747932649010 |
| 2024-09-01 | 5.3459157281989510 |
| 2024-10-01 | 5.2425630869833700 |
| 2024-11-01 | 5.2150004137880900 |
