Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality in Fargo, ND-MN (MSA)

Title All Employees: Leisure and Hospitality in Fargo, ND-MN (MSA)
Series ID FARG038LEIH
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 7.926088327412560
1990-02-01 7.963653768140251
1990-03-01 7.924204204583219
1990-04-01 7.916092175370660
1990-05-01 7.984444270957270
1990-06-01 7.909114043311640
1990-07-01 8.147276109127750
1990-08-01 8.040364495434890
1990-09-01 8.072154087591770
1990-10-01 8.087403280197280
1990-11-01 8.128401459407309
1990-12-01 8.103534144594520
1991-01-01 8.025720024088470
1991-02-01 7.960966966982911
1991-03-01 7.917108555891089
1991-04-01 8.006862801008750
1991-05-01 8.100179516904731
1991-06-01 8.113046865689821
1991-07-01 8.048142313611970
1991-08-01 8.141303212932240
1991-09-01 8.078816723074349
1991-10-01 8.182827044093680
1991-11-01 8.120583065401940
1991-12-01 8.105064224614411
1992-01-01 8.327482505883230
1992-02-01 8.360001548514360
1992-03-01 8.400894530367820
1992-04-01 8.390789472313050
1992-05-01 8.429872606619640
1992-06-01 8.419560942984320
1992-07-01 8.446693792342290
1992-08-01 8.346499794818820
1992-09-01 8.488422222935260
1992-10-01 8.374252920989340
1992-11-01 8.410972580848500
1992-12-01 8.508814336127910
1993-01-01 8.434224035030420
1993-02-01 8.449976076881180
1993-03-01 8.470626997287880
1993-04-01 8.477532916185580
1993-05-01 8.361471654782150
1993-06-01 8.642111030771499
1993-07-01 8.544842773366451
1993-08-01 8.656727905786870
1993-09-01 8.593227983011700
1993-10-01 8.562626799928140
1993-11-01 8.594342800905190
1993-12-01 8.502776694454619
1994-01-01 8.650603517052410
1994-02-01 8.641398449127161
1994-03-01 8.642315133689360
1994-04-01 8.776188905199469
1994-05-01 8.688377579069460
1994-06-01 8.763399642333090
1994-07-01 8.847668258982680
1994-08-01 8.852752450977900
1994-09-01 8.886844356778990
1994-10-01 9.054561642958220
1994-11-01 9.178012991399280
1994-12-01 9.114473230482321
1995-01-01 9.062681960871690
1995-02-01 9.031441182768680
1995-03-01 9.219218475644938
1995-04-01 9.079801711548950
1995-05-01 8.908982721931620
1995-06-01 8.990935756485910
1995-07-01 9.047602106965920
1995-08-01 8.943277570316750
1995-09-01 8.968685451576631
1995-10-01 9.046983491697619
1995-11-01 9.059130872879590
1995-12-01 9.125562006733340
1996-01-01 9.067873946013710
1996-02-01 9.234817764751561
1996-03-01 9.322550862672731
1996-04-01 9.189880737422358
1996-05-01 9.321670315729039
1996-06-01 9.198050456214132
1996-07-01 9.251246907356721
1996-08-01 9.322819750577699
1996-09-01 9.338555528100189
1996-10-01 9.451385625710259
1996-11-01 9.444548966282940
1996-12-01 9.548397857091560
1997-01-01 9.458907851644970
1997-02-01 9.541734941890560
1997-03-01 9.533578638021290
1997-04-01 9.507047981579580
1997-05-01 9.732379405396700
1997-06-01 9.601358398527930
1997-07-01 9.554479406327259
1997-08-01 9.599022062482190
1997-09-01 9.595158770759449
1997-10-01 9.458055524176830
1997-11-01 9.234517582280061
1997-12-01 9.367264886687960
1998-01-01 9.540874292812830
1998-02-01 9.562244291171180
1998-03-01 9.667037710851119
1998-04-01 9.733633924948240
1998-05-01 9.632827188126600
1998-06-01 9.579224855545290
1998-07-01 9.855029834517140
1998-08-01 9.771422327832110
1998-09-01 9.752956868355321
1998-10-01 9.773351376598779
1998-11-01 9.729021912413850
1998-12-01 9.687347076233491
1999-01-01 9.722288263562940
1999-02-01 9.686838649738690
1999-03-01 9.606672974508760
1999-04-01 9.754084055825501
1999-05-01 9.740218345798551
1999-06-01 9.956208515882789
1999-07-01 9.736537705178051
1999-08-01 9.838225572503440
1999-09-01 9.918588297372720
1999-10-01 9.878482654240472
1999-11-01 10.136595530607801
1999-12-01 10.395207594045301
2000-01-01 10.215339949022100
2000-02-01 10.223855604669500
2000-03-01 10.363699715853400
2000-04-01 10.173436844277600
2000-05-01 10.136434825273800
2000-06-01 10.114620968893199
2000-07-01 10.200883590188802
2000-08-01 10.308626959683801
2000-09-01 10.394526624758900
2000-10-01 10.381442353420400
2000-11-01 10.349869191130600
2000-12-01 10.300227202192600
2001-01-01 10.430363876480800
2001-02-01 10.365229976314300
2001-03-01 10.409322699259100
2001-04-01 10.287739771947500
2001-05-01 10.525973399313200
2001-06-01 10.586803065878300
2001-07-01 10.357873132525300
2001-08-01 10.266023816968800
2001-09-01 10.271351332463700
2001-10-01 10.373723358204300
2001-11-01 10.479533239437000
2001-12-01 10.607501529289900
2002-01-01 10.556486747554300
2002-02-01 10.710018962176900
2002-03-01 10.654954730776401
2002-04-01 10.703502530593400
2002-05-01 10.493247910959902
2002-06-01 10.643328314564000
2002-07-01 10.722896876362500
2002-08-01 10.734357737330900
2002-09-01 10.663487103817200
2002-10-01 10.567540343920198
2002-11-01 10.508792055759198
2002-12-01 10.610624336887700
2003-01-01 10.591074108788600
2003-02-01 10.437923432270400
2003-03-01 10.573111160589600
2003-04-01 10.714213447549600
2003-05-01 10.776842060908600
2003-06-01 10.915127840632500
2003-07-01 11.006570039666100
2003-08-01 10.904817638061699
2003-09-01 10.954654403977198
2003-10-01 10.954378980272802
2003-11-01 10.936290646197000
2003-12-01 10.712856089542099
2004-01-01 10.818655349281098
2004-02-01 10.756619690792000
2004-03-01 10.873596308045098
2004-04-01 11.027312772389100
2004-05-01 11.057519168811000
2004-06-01 10.988030977355000
2004-07-01 11.413918718959401
2004-08-01 11.299156642834198
2004-09-01 11.262231382522000
2004-10-01 11.241993374181302
2004-11-01 11.240563788254500
2004-12-01 11.106838788788400
2005-01-01 11.441443639126700
2005-02-01 11.457653952709599
2005-03-01 11.448438117640600
2005-04-01 11.536677074326501
2005-05-01 11.654317304969199
2005-06-01 11.679132536405302
2005-07-01 11.545507758682199
2005-08-01 11.506431233995200
2005-09-01 11.463688087543002
2005-10-01 11.528488147990197
2005-11-01 11.535063121489198
2005-12-01 11.696417746022902
2006-01-01 11.550796551130200
2006-02-01 11.656826311589400
2006-03-01 11.623980566557300
2006-04-01 11.450774170467000
2006-05-01 11.443795820272800
2006-06-01 11.560783486686802
2006-07-01 11.584931288362698
2006-08-01 11.727331861481700
2006-09-01 11.874408779998200
2006-10-01 11.923060882860200
2006-11-01 11.919997604937599
2006-12-01 11.875189951667199
2007-01-01 11.965651913483699
2007-02-01 11.945728660104900
2007-03-01 12.105041548536400
2007-04-01 12.056850208940000
2007-05-01 12.140052255430000
2007-06-01 12.055801196291402
2007-07-01 12.219627574520800
2007-08-01 12.252352333486499
2007-09-01 12.164301008561802
2007-10-01 12.310852488267200
2007-11-01 12.602614653689999
2007-12-01 12.462585449587200
2008-01-01 12.481003534556000
2008-02-01 12.553071934494800
2008-03-01 12.503251357669900
2008-04-01 12.559426793533499
2008-05-01 12.427108848388100
2008-06-01 12.554876720047900
2008-07-01 12.428959779088700
2008-08-01 12.373567628571200
2008-09-01 12.251183619321802
2008-10-01 12.498100010784200
2008-11-01 12.781182755138000
2008-12-01 12.666331091816700
2009-01-01 12.700511171616100
2009-02-01 12.663213015292499
2009-03-01 12.418368784772401
2009-04-01 12.746125540393699
2009-05-01 13.016811638023100
2009-06-01 12.965424667874801
2009-07-01 12.820263994515700
2009-08-01 12.992274607269099
2009-09-01 12.827151782124801
2009-10-01 12.684132662659302
2009-11-01 12.667083167423801
2009-12-01 12.674308242136400
2010-01-01 12.615537475554600
2010-02-01 12.677891010342698
2010-03-01 12.639912725144502
2010-04-01 12.842324151297701
2010-05-01 12.703961434042899
2010-06-01 12.475808314564901
2010-07-01 12.499052523591300
2010-08-01 12.398805692091200
2010-09-01 12.513351404870400
2010-10-01 12.571871052942800
2010-11-01 12.458453891478300
2010-12-01 12.380992089091599
2011-01-01 12.337088321239900
2011-02-01 12.274747312275400
2011-03-01 12.358343561666400
2011-04-01 12.341855072866800
2011-05-01 12.396236131559900
2011-06-01 12.497249618049400
2011-07-01 12.579136355679099
2011-08-01 12.610148100423400
2011-09-01 12.697312764554000
2011-10-01 12.747875255355401
2011-11-01 12.845592836649500
2011-12-01 12.782585101723900
2012-01-01 12.961475706966699
2012-02-01 12.977049856280100
2012-03-01 12.969727656935900
2012-04-01 13.150975029187200
2012-05-01 12.991634852858601
2012-06-01 13.116078820089701
2012-07-01 13.259669584359100
2012-08-01 13.210395168754498
2012-09-01 13.201055161324800
2012-10-01 13.121764085478000
2012-11-01 13.125677172201500
2012-12-01 13.286649915887000
2013-01-01 13.285228850643100
2013-02-01 13.272890260812499
2013-03-01 13.280444280929599
2013-04-01 13.149664814914100
2013-05-01 13.204081449504800
2013-06-01 13.125844067217901
2013-07-01 13.145418622944100
2013-08-01 13.110560381830199
2013-09-01 13.105575003783500
2013-10-01 13.201549029862900
2013-11-01 13.209741593002999
2013-12-01 13.285984367118001
2014-01-01 13.302452687174801
2014-02-01 13.467792821886000
2014-03-01 13.490824227516699
2014-04-01 13.552272968018999
2014-05-01 13.724123848138900
2014-06-01 13.723066728312900
2014-07-01 13.732881910370601
2014-08-01 13.800126984089400
2014-09-01 13.920427541352700
2014-10-01 13.880084299787500
2014-11-01 13.896207966684198
2014-12-01 13.896451276312801
2015-01-01 13.720332393862300
2015-02-01 13.761490677282800
2015-03-01 13.795974267239098
2015-04-01 13.843633810062300
2015-05-01 13.946852095864100
2015-06-01 14.122129639277100
2015-07-01 13.918413548039300
2015-08-01 13.991201833811100
2015-09-01 13.933651913093300
2015-10-01 14.061774776853499
2015-11-01 14.096853510626800
2015-12-01 14.002323314255600
2016-01-01 14.025108042850200
2016-02-01 13.958171727242698
2016-03-01 13.995272191417100
2016-04-01 13.946097931352801
2016-05-01 13.769497060012900
2016-06-01 13.822180047940100
2016-07-01 13.799854781476400
2016-08-01 13.774556647965800
2016-09-01 13.856182797374698
2016-10-01 13.743405543352600
2016-11-01 13.800783524909100
2016-12-01 13.813303286758002
2017-01-01 14.117934864838700
2017-02-01 14.049188846712502
2017-03-01 13.890546955745899
2017-04-01 14.057303584484501
2017-05-01 13.803176774410998
2017-06-01 14.127653265238099
2017-07-01 14.175113565984300
2017-08-01 14.143774314991902
2017-09-01 14.164543623293300
2017-10-01 14.234197964581199
2017-11-01 14.231245523322801
2017-12-01 14.118638202963400
2018-01-01 14.109061907192400
2018-02-01 14.127833559891200
2018-03-01 14.282248983676900
2018-04-01 14.387542905906000
2018-05-01 14.333174180209301
2018-06-01 14.333071605928000
2018-07-01 14.339923740967100
2018-08-01 14.311560280212701
2018-09-01 14.273345526710200
2018-10-01 14.320647729352600
2018-11-01 14.262723547216401
2018-12-01 14.521703421053500
2019-01-01 14.616967092738099
2019-02-01 14.511720322305699
2019-03-01 14.579146694183901
2019-04-01 14.414433835967600
2019-05-01 14.555868725376000
2019-06-01 14.427375638917999
2019-07-01 14.404101881404399
2019-08-01 14.474212255254100
2019-09-01 14.471848743108803
2019-10-01 14.519264025135000
2019-11-01 14.604063346267700
2019-12-01 14.526735332627402
2020-01-01 14.525933368426500
2020-02-01 14.500302183359300
2020-03-01 14.080911861533501
2020-04-01 7.143464474150409
2020-05-01 9.160229610060930
2020-06-01 10.520233469590000
2020-07-01 11.367696841472700
2020-08-01 11.742005615198801
2020-09-01 11.764430796790900
2020-10-01 11.828959921734901
2020-11-01 11.724198865495000
2020-12-01 11.127240438432500
2021-01-01 11.941396575836900
2021-02-01 12.209823633921700
2021-03-01 12.398929532315000
2021-04-01 12.466209951417500
2021-05-01 12.567825101298402
2021-06-01 12.795625994602000
2021-07-01 13.029267596363802
2021-08-01 12.995797383368302
2021-09-01 13.135441006822800
2021-10-01 13.362174751489100
2021-11-01 13.451724202919099
2021-12-01 13.637466586969198
2022-01-01 13.653630883891600
2022-02-01 13.823415407877200
2022-03-01 13.925388493969700
2022-04-01 14.180366935913200
2022-05-01 14.168261413178500
2022-06-01 14.267881538725600
2022-07-01 14.187830003284303
2022-08-01 14.262061454539400
2022-09-01 14.206356970144801
2022-10-01 14.301450623131402
2022-11-01 14.360780368765399
2022-12-01 14.339952867823500
2023-01-01 14.768295502270698
2023-02-01 14.652895063740000
2023-03-01 14.659669263197500
2023-04-01 14.580735615903900
2023-05-01 14.666119071690302
2023-06-01 14.433006552712099
2023-07-01 14.558546031558599
2023-08-01 14.526692951618800
2023-09-01 14.682358444460800
2023-10-01 14.445440672896400
2023-11-01 14.873792720911000
2023-12-01 14.847807386499698
2024-01-01 14.666859126105000
2024-02-01 14.572657308549900
2024-03-01 14.281725889688001
2024-04-01 14.682937204773000
2024-05-01 14.755266620363400
2024-06-01 15.118008767563401
2024-07-01 15.242971007254200
2024-08-01 15.110113684581801
2024-09-01 14.966005942285800
2024-10-01 14.676009592894498
2024-11-01 14.670715689603698

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