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 2024-10-01 |
| Last Updated | 2024-11-20 6:29 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 | 4.5317169757373400 |
| 1990-02-01 | 4.5514798690300090 |
| 1990-03-01 | 4.5289636153415200 |
| 1990-04-01 | 4.5560453729166510 |
| 1990-05-01 | 4.5459633701322400 |
| 1990-06-01 | 4.5482922641827000 |
| 1990-07-01 | 4.6899570185467500 |
| 1990-08-01 | 4.7158429488653395 |
| 1990-09-01 | 4.7807129988965900 |
| 1990-10-01 | 4.7259453769627005 |
| 1990-11-01 | 4.7225901801293200 |
| 1990-12-01 | 4.8062615042435710 |
| 1991-01-01 | 4.6287710661222405 |
| 1991-02-01 | 4.6535024198822490 |
| 1991-03-01 | 4.7280879502690190 |
| 1991-04-01 | 4.6530843176777500 |
| 1991-05-01 | 4.7453907303394110 |
| 1991-06-01 | 4.7421971436996200 |
| 1991-07-01 | 4.7918367812054700 |
| 1991-08-01 | 4.8183472806846200 |
| 1991-09-01 | 4.7786006472624800 |
| 1991-10-01 | 4.8347945994823000 |
| 1991-11-01 | 4.8239916686114600 |
| 1991-12-01 | 4.8125521469514500 |
| 1992-01-01 | 4.8247815875400490 |
| 1992-02-01 | 4.8547160937240500 |
| 1992-03-01 | 4.8204129444375190 |
| 1992-04-01 | 4.8498882227598800 |
| 1992-05-01 | 4.8404225942829004 |
| 1992-06-01 | 4.8353609303420200 |
| 1992-07-01 | 4.7952670158787690 |
| 1992-08-01 | 4.8247517262279400 |
| 1992-09-01 | 4.8749230393339500 |
| 1992-10-01 | 4.9472501713029100 |
| 1992-11-01 | 4.9255013421413500 |
| 1992-12-01 | 5.0227393441923490 |
| 1993-01-01 | 5.0195522824042190 |
| 1993-02-01 | 5.0549079448523700 |
| 1993-03-01 | 5.0126673369979295 |
| 1993-04-01 | 5.0446683324605000 |
| 1993-05-01 | 5.0371064095146700 |
| 1993-06-01 | 5.0287185412002310 |
| 1993-07-01 | 4.9991727127408500 |
| 1993-08-01 | 4.9278237402005995 |
| 1993-09-01 | 4.9627758398727595 |
| 1993-10-01 | 4.9631376896313300 |
| 1993-11-01 | 5.0314440118483300 |
| 1993-12-01 | 5.1303791010192100 |
| 1994-01-01 | 5.0183660795754400 |
| 1994-02-01 | 4.9512827482289690 |
| 1994-03-01 | 5.0042391726023400 |
| 1994-04-01 | 5.0462638359283600 |
| 1994-05-01 | 5.0372041568066600 |
| 1994-06-01 | 5.1311052602809300 |
| 1994-07-01 | 5.0952566241392500 |
| 1994-08-01 | 5.1271269395614690 |
| 1994-09-01 | 5.1455339268233296 |
| 1994-10-01 | 5.0746894420512700 |
| 1994-11-01 | 5.1338135913751906 |
| 1994-12-01 | 5.1367410059922200 |
| 1995-01-01 | 5.3230943958914190 |
| 1995-02-01 | 5.2464759433211800 |
| 1995-03-01 | 5.3004296052180700 |
| 1995-04-01 | 5.2524751157252805 |
| 1995-05-01 | 5.3457479374373600 |
| 1995-06-01 | 5.2376133544436100 |
| 1995-07-01 | 5.2854798989903500 |
| 1995-08-01 | 5.2200747760938210 |
| 1995-09-01 | 5.3230562013975590 |
| 1995-10-01 | 5.3812521115163400 |
| 1995-11-01 | 5.4340636537708610 |
| 1995-12-01 | 5.4414292705532805 |
| 1996-01-01 | 5.5338468101204406 |
| 1996-02-01 | 5.5408498791123090 |
| 1996-03-01 | 5.5989736486149500 |
| 1996-04-01 | 5.6639652584172590 |
| 1996-05-01 | 5.6484674320160595 |
| 1996-06-01 | 5.6531989330568800 |
| 1996-07-01 | 5.5750992988638900 |
| 1996-08-01 | 5.6154386484591190 |
| 1996-09-01 | 5.5104740837434510 |
| 1996-10-01 | 5.3731316916326600 |
| 1996-11-01 | 5.3279849251599900 |
| 1996-12-01 | 5.3423975263336505 |
| 1997-01-01 | 5.2468644145213890 |
| 1997-02-01 | 5.2373368298647500 |
| 1997-03-01 | 5.2045719251341100 |
| 1997-04-01 | 5.1668679025124200 |
| 1997-05-01 | 3.8465847271387700 |
| 1997-06-01 | 4.5677893627510800 |
| 1997-07-01 | 4.7722554324579100 |
| 1997-08-01 | 4.8149459071804810 |
| 1997-09-01 | 4.9074826519184400 |
| 1997-10-01 | 4.9628734115753295 |
| 1997-11-01 | 4.9237942860503100 |
| 1997-12-01 | 4.8378236536954800 |
| 1998-01-01 | 4.9573120830007800 |
| 1998-02-01 | 5.0340604734859300 |
| 1998-03-01 | 5.0057318249448800 |
| 1998-04-01 | 4.9589237188536100 |
| 1998-05-01 | 4.9347373877877310 |
| 1998-06-01 | 4.9802700757507000 |
| 1998-07-01 | 4.9830937653738500 |
| 1998-08-01 | 4.9340403371206390 |
| 1998-09-01 | 4.9213219782076390 |
| 1998-10-01 | 4.8448117019916000 |
| 1998-11-01 | 4.9162001228775900 |
| 1998-12-01 | 4.8312183972185590 |
| 1999-01-01 | 4.8559750706577800 |
| 1999-02-01 | 4.8299912724586700 |
| 1999-03-01 | 4.7992917769979600 |
| 1999-04-01 | 4.8416675903029900 |
| 1999-05-01 | 4.9231899004614700 |
| 1999-06-01 | 4.8873793479816605 |
| 1999-07-01 | 4.9064969427720095 |
| 1999-08-01 | 4.9674807697003800 |
| 1999-09-01 | 4.9448627296859500 |
| 1999-10-01 | 5.0349901473120900 |
| 1999-11-01 | 5.0005330917125990 |
| 1999-12-01 | 5.0218966216685300 |
| 2000-01-01 | 4.9454248769003900 |
| 2000-02-01 | 4.9175712941703200 |
| 2000-03-01 | 4.8798418736835300 |
| 2000-04-01 | 4.9264529244927800 |
| 2000-05-01 | 4.9116298451629410 |
| 2000-06-01 | 4.8983520261864190 |
| 2000-07-01 | 5.0465012226687090 |
| 2000-08-01 | 5.0141638995530400 |
| 2000-09-01 | 4.9775379403694800 |
| 2000-10-01 | 4.9134261528852800 |
| 2000-11-01 | 4.8778747708243895 |
| 2000-12-01 | 4.9023866314241700 |
| 2001-01-01 | 4.9273553247669500 |
| 2001-02-01 | 4.8953776243965190 |
| 2001-03-01 | 5.0561621983417300 |
| 2001-04-01 | 5.1278281563014000 |
| 2001-05-01 | 5.1188811186698400 |
| 2001-06-01 | 5.1148525512696800 |
| 2001-07-01 | 4.9831506671075000 |
| 2001-08-01 | 4.9562663625775700 |
| 2001-09-01 | 4.9974856005504010 |
| 2001-10-01 | 5.1963247923980600 |
| 2001-11-01 | 5.0543286232132900 |
| 2001-12-01 | 5.0759919870828000 |
| 2002-01-01 | 5.2085994693681300 |
| 2002-02-01 | 5.1669656366366100 |
| 2002-03-01 | 5.0289234513786605 |
| 2002-04-01 | 5.2423807963542600 |
| 2002-05-01 | 5.2458555991645000 |
| 2002-06-01 | 5.4351425093394194 |
| 2002-07-01 | 5.2159715236855700 |
| 2002-08-01 | 5.1960990666730810 |
| 2002-09-01 | 5.2077337514485100 |
| 2002-10-01 | 5.1693588395181300 |
| 2002-11-01 | 5.3290867404445700 |
| 2002-12-01 | 5.2453674775941390 |
| 2003-01-01 | 5.1919681150710595 |
| 2003-02-01 | 5.2334088677867000 |
| 2003-03-01 | 5.2057540213659700 |
| 2003-04-01 | 5.1783590267448000 |
| 2003-05-01 | 5.1849376596632200 |
| 2003-06-01 | 5.1584353580792195 |
| 2003-07-01 | 5.1360007810172000 |
| 2003-08-01 | 5.2199810310030195 |
| 2003-09-01 | 5.2045790662722100 |
| 2003-10-01 | 5.3438066473749500 |
| 2003-11-01 | 5.3056495071738400 |
| 2003-12-01 | 5.3231368759291900 |
| 2004-01-01 | 5.2785720620491700 |
| 2004-02-01 | 5.3071774454187400 |
| 2004-03-01 | 5.2891209029758890 |
| 2004-04-01 | 5.2138715721318600 |
| 2004-05-01 | 5.1235867650658795 |
| 2004-06-01 | 5.1762058951482700 |
| 2004-07-01 | 5.4532310300810500 |
| 2004-08-01 | 5.6288300300923400 |
| 2004-09-01 | 5.5086416389231600 |
| 2004-10-01 | 5.4151311309461200 |
| 2004-11-01 | 5.3858019613668700 |
| 2004-12-01 | 5.4009021081961000 |
| 2005-01-01 | 5.6602254399615300 |
| 2005-02-01 | 5.3961449889020400 |
| 2005-03-01 | 5.3843106422750700 |
| 2005-04-01 | 5.4460481726006500 |
| 2005-05-01 | 5.2611845449352900 |
| 2005-06-01 | 5.3879713161462600 |
| 2005-07-01 | 5.4600077141489400 |
| 2005-08-01 | 5.4226337092811905 |
| 2005-09-01 | 5.5075982115156900 |
| 2005-10-01 | 5.4976813051050195 |
| 2005-11-01 | 5.5739063238657900 |
| 2005-12-01 | 5.5910805767118100 |
| 2006-01-01 | 5.4375583588708090 |
| 2006-02-01 | 5.6021325725566600 |
| 2006-03-01 | 5.5871644425977100 |
| 2006-04-01 | 5.4535344164677590 |
| 2006-05-01 | 5.5929031885773490 |
| 2006-06-01 | 5.4867642231449290 |
| 2006-07-01 | 5.4659689517829590 |
| 2006-08-01 | 5.5196870227225400 |
| 2006-09-01 | 5.5160778744043800 |
| 2006-10-01 | 5.5917525292968610 |
| 2006-11-01 | 5.4589093796115400 |
| 2006-12-01 | 5.4784995515039006 |
| 2007-01-01 | 5.6144757588643900 |
| 2007-02-01 | 5.8158334511571800 |
| 2007-03-01 | 5.7923649119467700 |
| 2007-04-01 | 5.6509229286404690 |
| 2007-05-01 | 5.9102805140837190 |
| 2007-06-01 | 5.9900052719996500 |
| 2007-07-01 | 5.9725897669152200 |
| 2007-08-01 | 6.0208225651449900 |
| 2007-09-01 | 5.9321452473977300 |
| 2007-10-01 | 5.9861810103542310 |
| 2007-11-01 | 6.0398986211336100 |
| 2007-12-01 | 6.0695177196449290 |
| 2008-01-01 | 6.0900519767928210 |
| 2008-02-01 | 5.9311005204633600 |
| 2008-03-01 | 5.8939452630537400 |
| 2008-04-01 | 6.0397633873705500 |
| 2008-05-01 | 5.8234743053983200 |
| 2008-06-01 | 5.9001322355763100 |
| 2008-07-01 | 5.8840810437748100 |
| 2008-08-01 | 5.9250626151136600 |
| 2008-09-01 | 5.9581746575288700 |
| 2008-10-01 | 5.8836177725435800 |
| 2008-11-01 | 5.9157747375760400 |
| 2008-12-01 | 5.8451498953478210 |
| 2009-01-01 | 5.8668285632007900 |
| 2009-02-01 | 5.8401664887496905 |
| 2009-03-01 | 5.7937773330233100 |
| 2009-04-01 | 5.6301700198936500 |
| 2009-05-01 | 5.8369848346954205 |
| 2009-06-01 | 5.9204505020823900 |
| 2009-07-01 | 5.9028343540396100 |
| 2009-08-01 | 5.8362630343911210 |
| 2009-09-01 | 5.8769650441830805 |
| 2009-10-01 | 5.7725728365912200 |
| 2009-11-01 | 5.7949897167786600 |
| 2009-12-01 | 5.8231779426304400 |
| 2010-01-01 | 5.7423306345321400 |
| 2010-02-01 | 5.5369585424802990 |
| 2010-03-01 | 5.8882423826870190 |
| 2010-04-01 | 5.9274693820254300 |
| 2010-05-01 | 5.9544892166993200 |
| 2010-06-01 | 5.8452197823695100 |
| 2010-07-01 | 5.9227169109761390 |
| 2010-08-01 | 5.8526623003237310 |
| 2010-09-01 | 5.7924360723676600 |
| 2010-10-01 | 5.9596438441731110 |
| 2010-11-01 | 5.8728896331427900 |
| 2010-12-01 | 5.7972249291204205 |
| 2011-01-01 | 5.8328039435308490 |
| 2011-02-01 | 5.7230541037043700 |
| 2011-03-01 | 5.7759990454918800 |
| 2011-04-01 | 5.7348011475497310 |
| 2011-05-01 | 5.7607160307740200 |
| 2011-06-01 | 5.7670909472164500 |
| 2011-07-01 | 5.8483300611861395 |
| 2011-08-01 | 5.9704541657477000 |
| 2011-09-01 | 6.2100809662834400 |
| 2011-10-01 | 5.9371461371949295 |
| 2011-11-01 | 5.9573507326019200 |
| 2011-12-01 | 6.1827160661361210 |
| 2012-01-01 | 6.3256893491941200 |
| 2012-02-01 | 6.2054267330970300 |
| 2012-03-01 | 6.1640147727155000 |
| 2012-04-01 | 6.2481731472152310 |
| 2012-05-01 | 6.1552115900686000 |
| 2012-06-01 | 6.1773727055901210 |
| 2012-07-01 | 6.0734830172464800 |
| 2012-08-01 | 6.0846452694614510 |
| 2012-09-01 | 6.1273682945077800 |
| 2012-10-01 | 6.1288188156169700 |
| 2012-11-01 | 6.0432246799660705 |
| 2012-12-01 | 6.0732629435191390 |
| 2013-01-01 | 6.1203516650855900 |
| 2013-02-01 | 6.0925532376860500 |
| 2013-03-01 | 6.0565341547487300 |
| 2013-04-01 | 5.9525201237632890 |
| 2013-05-01 | 5.9437960911301190 |
| 2013-06-01 | 5.9746573021028800 |
| 2013-07-01 | 6.0989795372903800 |
| 2013-08-01 | 6.0991061821288200 |
| 2013-09-01 | 6.1378588378212900 |
| 2013-10-01 | 6.2244208034670190 |
| 2013-11-01 | 6.2388306045625590 |
| 2013-12-01 | 6.1811719247581510 |
| 2014-01-01 | 6.1061460386686806 |
| 2014-02-01 | 6.3786834446352390 |
| 2014-03-01 | 6.1490446481423096 |
| 2014-04-01 | 5.9658377668700600 |
| 2014-05-01 | 6.1351107297122200 |
| 2014-06-01 | 6.1653221624687100 |
| 2014-07-01 | 6.1083965102188210 |
| 2014-08-01 | 6.1067878219006900 |
| 2014-09-01 | 6.0434149282385890 |
| 2014-10-01 | 6.0296236256507300 |
| 2014-11-01 | 6.0375563366140100 |
| 2014-12-01 | 6.0918511097070200 |
| 2015-01-01 | 5.9949140221211300 |
| 2015-02-01 | 6.0754375408728100 |
| 2015-03-01 | 6.0377742981954690 |
| 2015-04-01 | 6.3804207253120100 |
| 2015-05-01 | 6.3340943496872490 |
| 2015-06-01 | 6.1576347667926200 |
| 2015-07-01 | 6.0940779576215100 |
| 2015-08-01 | 6.1116284814720000 |
| 2015-09-01 | 6.1467645941198710 |
| 2015-10-01 | 6.1300219408404700 |
| 2015-11-01 | 6.2439348608854200 |
| 2015-12-01 | 6.2066841912340900 |
| 2016-01-01 | 6.2783910887517310 |
| 2016-02-01 | 5.9798135676773610 |
| 2016-03-01 | 6.3320208944531390 |
| 2016-04-01 | 6.4024709550988790 |
| 2016-05-01 | 6.4456343381704010 |
| 2016-06-01 | 6.0536811927191400 |
| 2016-07-01 | 6.1608856674799100 |
| 2016-08-01 | 6.2026201912321400 |
| 2016-09-01 | 6.5427134751646200 |
| 2016-10-01 | 6.2320887824082805 |
| 2016-11-01 | 6.1460871722357500 |
| 2016-12-01 | 6.1165912802658400 |
| 2017-01-01 | 6.2692124715457800 |
| 2017-02-01 | 6.2942340343607500 |
| 2017-03-01 | 6.2374369903629290 |
| 2017-04-01 | 6.1302165446622090 |
| 2017-05-01 | 6.1713892062256910 |
| 2017-06-01 | 6.2484236993275700 |
| 2017-07-01 | 6.2112297844715190 |
| 2017-08-01 | 6.2857791586058890 |
| 2017-09-01 | 6.2158293439534500 |
| 2017-10-01 | 6.2244645164449400 |
| 2017-11-01 | 6.2601130388099300 |
| 2017-12-01 | 6.3339711149406400 |
| 2018-01-01 | 6.2643140320395190 |
| 2018-02-01 | 6.2134113617044600 |
| 2018-03-01 | 6.2501138414429995 |
| 2018-04-01 | 6.1688022181527810 |
| 2018-05-01 | 6.1001588842670000 |
| 2018-06-01 | 6.0427379410897600 |
| 2018-07-01 | 6.1566931609636610 |
| 2018-08-01 | 5.9523810149840095 |
| 2018-09-01 | 5.9804232044147700 |
| 2018-10-01 | 6.0134842691188490 |
| 2018-11-01 | 5.9744235222080000 |
| 2018-12-01 | 5.9467020818817495 |
| 2019-01-01 | 5.9805702708596400 |
| 2019-02-01 | 5.7376850549185505 |
| 2019-03-01 | 5.9671269035475705 |
| 2019-04-01 | 6.0018478929837500 |
| 2019-05-01 | 5.9238588203579010 |
| 2019-06-01 | 5.9299322023932800 |
| 2019-07-01 | 5.9070353005400710 |
| 2019-08-01 | 5.9234276782553490 |
| 2019-09-01 | 5.8362324847788100 |
| 2019-10-01 | 5.9014528537937700 |
| 2019-11-01 | 5.9963305807335905 |
| 2019-12-01 | 5.5635246865595100 |
| 2020-01-01 | 5.9008401222108610 |
| 2020-02-01 | 6.1603436320028600 |
| 2020-03-01 | 5.8841056955723500 |
| 2020-04-01 | 3.4207694868281604 |
| 2020-05-01 | 4.5315212921134590 |
| 2020-06-01 | 4.8164072696740800 |
| 2020-07-01 | 4.8852992828303610 |
| 2020-08-01 | 5.0876585164556900 |
| 2020-09-01 | 4.9005980153522800 |
| 2020-10-01 | 4.6975998781720600 |
| 2020-11-01 | 4.5171542352410900 |
| 2020-12-01 | 4.5755740406617900 |
| 2021-01-01 | 4.6245314427745900 |
| 2021-02-01 | 5.0732845796028090 |
| 2021-03-01 | 5.2006810369265000 |
| 2021-04-01 | 5.2239799884220400 |
| 2021-05-01 | 5.3281096842312900 |
| 2021-06-01 | 5.3000609926775600 |
| 2021-07-01 | 5.3832362586845495 |
| 2021-08-01 | 5.4602465910429405 |
| 2021-09-01 | 5.6678704583836200 |
| 2021-10-01 | 5.5064439373033000 |
| 2021-11-01 | 5.4441763463090990 |
| 2021-12-01 | 5.2916882841841500 |
| 2022-01-01 | 5.4327515936020900 |
| 2022-02-01 | 5.6761221797165100 |
| 2022-03-01 | 5.5051348024562300 |
| 2022-04-01 | 5.5186163224007800 |
| 2022-05-01 | 5.4182673386160800 |
| 2022-06-01 | 5.4909372057034810 |
| 2022-07-01 | 5.3977689061988405 |
| 2022-08-01 | 5.3327031445905000 |
| 2022-09-01 | 5.4547206403095700 |
| 2022-10-01 | 5.5222138353920900 |
| 2022-11-01 | 5.5662218475703100 |
| 2022-12-01 | 5.0954571806325800 |
| 2023-01-01 | 5.6400196462372000 |
| 2023-02-01 | 5.5683488935427100 |
| 2023-03-01 | 5.6060112104123600 |
| 2023-04-01 | 5.5056764438346600 |
| 2023-05-01 | 5.5111755119903400 |
| 2023-06-01 | 5.4830305731650900 |
| 2023-07-01 | 5.5108135815943890 |
| 2023-08-01 | 5.6249479668377400 |
| 2023-09-01 | 5.5511610123797090 |
| 2023-10-01 | 5.5404493742026400 |
| 2023-11-01 | 5.4784317352118705 |
| 2023-12-01 | 5.4974714902963000 |
| 2024-01-01 | 5.4364854729297300 |
| 2024-02-01 | 5.4605906486642000 |
| 2024-03-01 | 5.4017925067798090 |
| 2024-04-01 | 5.4937948767083205 |
| 2024-05-01 | 5.5072679230369810 |
| 2024-06-01 | 5.4836167410316910 |
| 2024-07-01 | 5.4232904512832000 |
| 2024-08-01 | 5.4173702765198800 |
| 2024-09-01 | 5.3567276896268305 |
| 2024-10-01 | 5.2532555586687010 |
