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 2024-03-01 Last Updated: 2024-04-20 7:02 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/FARG038LEIHN). 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 8.103534144594530 1991-01-01 8.025720024088470 1991-02-01 7.960966966982911 1991-03-01 7.917108555891089 1991-04-01 8.006862801008750 1991-05-01 8.100179516904720 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 8.446693792342280 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 8.470626997287871 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 8.641398449127170 1994-03-01 8.642315133689360 1994-04-01 8.776188905199469 1994-05-01 8.688377579069460 1994-06-01 8.763399642333079 1994-07-01 8.847668258982680 1994-08-01 8.852752450977900 1994-09-01 8.886844356778980 1994-10-01 9.054561642958198 1994-11-01 9.178012991399260 1994-12-01 9.114473230482300 1995-01-01 9.062681960871680 1995-02-01 9.031441182768690 1995-03-01 9.219218475644980 1995-04-01 9.079801711549060 1995-05-01 8.908982721931830 1995-06-01 8.990935756486190 1995-07-01 9.047602106966060 1995-08-01 8.943277570316590 1995-09-01 8.968685451576100 1995-10-01 9.046983491696599 1995-11-01 9.059130872878400 1995-12-01 9.125562006732850 1996-01-01 9.067873946014270 1996-02-01 9.234817764752910 1996-03-01 9.322550862674240 1996-04-01 9.189880737423490 1996-05-01 9.321670315729880 1996-06-01 9.198050456214911 1996-07-01 9.251246907358200 1996-08-01 9.322819750579020 1996-09-01 9.338555528100288 1996-10-01 9.451385625707500 1996-11-01 9.444548966275080 1996-12-01 9.548397857082020 1997-01-01 9.458907851638740 1997-02-01 9.541734941890830 1997-03-01 9.533578638028520 1997-04-01 9.507047981588741 1997-05-01 9.732379405406090 1997-06-01 9.601358398535510 1997-07-01 9.554479406335929 1997-08-01 9.599022062493490 1997-09-01 9.595158770771770 1997-10-01 9.458055524180530 1997-11-01 9.234517582259750 1997-12-01 9.367264886648470 1998-01-01 9.540874292762180 1998-02-01 9.562244291122349 1998-03-01 9.667037710820590 1998-04-01 9.733633925030440 1998-05-01 9.632827188148319 1998-06-01 9.579224855486650 1998-07-01 9.855029834605789 1998-08-01 9.771422327962860 1998-09-01 9.752956868509038 1998-10-01 9.773351376726790 1998-11-01 9.729021912425310 1998-12-01 9.687347076088800 1999-01-01 9.722288263268590 1999-02-01 9.686838649321200 1999-03-01 9.606672974070570 1999-04-01 9.754084055671770 1999-05-01 9.740218346439120 1999-06-01 9.956208515837070 1999-07-01 9.736537705615620 1999-08-01 9.838225573136320 1999-09-01 9.918588298016920 1999-10-01 9.878482654660690 1999-11-01 10.136595530616800 1999-12-01 10.395207593579000 2000-01-01 10.215339948108500 2000-02-01 10.223855602466699 2000-03-01 10.363699714608300 2000-04-01 10.173436843686401 2000-05-01 10.136434826631499 2000-06-01 10.114620969445400 2000-07-01 10.200883592541700 2000-08-01 10.308626961823501 2000-09-01 10.394526626642700 2000-10-01 10.381442354410000 2000-11-01 10.349869191098199 2000-12-01 10.300227199166200 2001-01-01 10.430363875059700 2001-02-01 10.365229968529000 2001-03-01 10.409322697565802 2001-04-01 10.287739771114900 2001-05-01 10.525973401221300 2001-06-01 10.586803067736300 2001-07-01 10.357873138911302 2001-08-01 10.266023826538000 2001-09-01 10.271351334823000 2001-10-01 10.373723359247900 2001-11-01 10.479533239131800 2001-12-01 10.607501516377500 2002-01-01 10.556486745808500 2002-02-01 10.710018949232800 2002-03-01 10.654954728912500 2002-04-01 10.703502529390699 2002-05-01 10.493247912248700 2002-06-01 10.643328318053500 2002-07-01 10.722896888328698 2002-08-01 10.734357756781600 2002-09-01 10.663487110758199 2002-10-01 10.567540350988699 2002-11-01 10.508792062387300 2002-12-01 10.610624283307699 2003-01-01 10.591074111886400 2003-02-01 10.437923417069000 2003-03-01 10.573111156447300 2003-04-01 10.714213440538300 2003-05-01 10.776842057658300 2003-06-01 10.915127849647998 2003-07-01 11.006570072488100 2003-08-01 10.904817693580199 2003-09-01 10.954654445166900 2003-10-01 10.954379011926001 2003-11-01 10.936290638680001 2003-12-01 10.712855934758000 2004-01-01 10.818655279240598 2004-02-01 10.756619622757402 2004-03-01 10.873596296543100 2004-04-01 11.027312806725700 2004-05-01 11.057519239598400 2004-06-01 10.988031067923400 2004-07-01 11.413918815677200 2004-08-01 11.299156729069400 2004-09-01 11.262231504694900 2004-10-01 11.241993393838800 2004-11-01 11.240563722955198 2004-12-01 11.106838474367200 2005-01-01 11.441443422184000 2005-02-01 11.457653780971599 2005-03-01 11.448438091561801 2005-04-01 11.536677155932100 2005-05-01 11.654317444750399 2005-06-01 11.679132694515600 2005-07-01 11.545507917790900 2005-08-01 11.506431390490699 2005-09-01 11.463688381326198 2005-10-01 11.528488433082199 2005-11-01 11.535063274130700 2005-12-01 11.696417383557000 2006-01-01 11.550796141528500 2006-02-01 11.656825691377100 2006-03-01 11.623978329164400 2006-04-01 11.450773202524300 2006-05-01 11.443800646915099 2006-06-01 11.560782818279900 2006-07-01 11.584931201952902 2006-08-01 11.727332110987302 2006-09-01 11.874409806555299 2006-10-01 11.923061663376400 2006-11-01 11.919997586812197 2006-12-01 11.875188653763500 2007-01-01 11.965650252834301 2007-02-01 11.945727088353000 2007-03-01 12.105037698971698 2007-04-01 12.056847816846900 2007-05-01 12.140063054218400 2007-06-01 12.055800413208400 2007-07-01 12.219626913553000 2007-08-01 12.252351364232900 2007-09-01 12.164300793387700 2007-10-01 12.310863858810599 2007-11-01 12.602611722279802 2007-12-01 12.462580413960600 2008-01-01 12.480997905230000 2008-02-01 12.553067459792500 2008-03-01 12.503245121945600 2008-04-01 12.559423974575000 2008-05-01 12.427127229360100 2008-06-01 12.554876784244401 2008-07-01 12.428958695511700 2008-08-01 12.373566002195801 2008-09-01 12.251184873153301 2008-10-01 12.498126758913300 2008-11-01 12.781181570515900 2008-12-01 12.666325199280800 2009-01-01 12.700496810738000 2009-02-01 12.663186750497598 2009-03-01 12.418328947675500 2009-04-01 12.746123789108400 2009-05-01 13.016862014419400 2009-06-01 12.965390726041601 2009-07-01 12.820323356777802 2009-08-01 12.992285562610600 2009-09-01 12.827168326340699 2009-10-01 12.684168444514599 2009-11-01 12.667184437439100 2009-12-01 12.674238196632901 2010-01-01 12.615440207727302 2010-02-01 12.677777389749998 2010-03-01 12.639795625783000 2010-04-01 12.842310146621001 2010-05-01 12.704059836325099 2010-06-01 12.475780161198900 2010-07-01 12.499239773122700 2010-08-01 12.398914450482499 2010-09-01 12.513462832319801 2010-10-01 12.571941322204498 2010-11-01 12.458634825603600 2010-12-01 12.380778757087800 2011-01-01 12.336800317534301 2011-02-01 12.274452163377200 2011-03-01 12.358100511404500 2011-04-01 12.341826735110800 2011-05-01 12.396307535847600 2011-06-01 12.497237353976100 2011-07-01 12.579518789095700 2011-08-01 12.610500908583200 2011-09-01 12.697700249157400 2011-10-01 12.748278229598300 2011-11-01 12.846298976476500 2011-12-01 12.782786282540900 2012-01-01 12.958189015583300 2012-02-01 12.977097860957599 2012-03-01 12.969749665283198 2012-04-01 13.151141630641700 2012-05-01 12.991766111629401 2012-06-01 13.116274807405600 2012-07-01 13.260281823942801 2012-08-01 13.211051180713199 2012-09-01 13.201793633113198 2012-10-01 13.122525262220100 2012-11-01 13.126982069538900 2012-12-01 13.287131302641400 2013-01-01 13.278756428166599 2013-02-01 13.273100938244800 2013-03-01 13.280614977583600 2013-04-01 13.149995150232500 2013-05-01 13.204406289947100 2013-06-01 13.126298570192600 2013-07-01 13.146298121685500 2013-08-01 13.111568433709400 2013-09-01 13.106745687622400 2013-10-01 13.202839677331300 2013-11-01 13.211993903920400 2013-12-01 13.287311968140099 2014-01-01 13.291773048094099 2014-02-01 13.467270541324500 2014-03-01 13.491121917706199 2014-04-01 13.553231434120200 2014-05-01 13.725010396407301 2014-06-01 13.724028894088600 2014-07-01 13.734063219918498 2014-08-01 13.801437981468000 2014-09-01 13.921932460796500 2014-10-01 13.881697963041999 2014-11-01 13.898891822018700 2014-12-01 13.898050937743800 2015-01-01 13.708114350000600 2015-02-01 13.759469969463500 2015-03-01 13.795745370981901 2015-04-01 13.844781016795599 2015-05-01 13.948115844006400 2015-06-01 14.123560629634800 2015-07-01 13.920074402131300 2015-08-01 13.993131678403499 2015-09-01 13.935841944172001 2015-10-01 14.064162549181600 2015-11-01 14.099431119483200 2015-12-01 14.004698210972800 2016-01-01 14.010669746380200 2016-02-01 13.954693425330700 2016-03-01 13.994332088067200 2016-04-01 13.946760654707301 2016-05-01 13.771103648551900 2016-06-01 13.824388770136002 2016-07-01 13.802478199746899 2016-08-01 13.777516579491198 2016-09-01 13.859292654802498 2016-10-01 13.746410543277600 2016-11-01 13.802625037989600 2016-12-01 13.815433883874302 2017-01-01 14.105013625128601 2017-02-01 14.044211012229098 2017-03-01 13.886868416972101 2017-04-01 14.055497029297099 2017-05-01 13.802907604894399 2017-06-01 14.130402990184300 2017-07-01 14.183016861161000 2017-08-01 14.149641253722200 2017-09-01 14.168258233583500 2017-10-01 14.237339108934400 2017-11-01 14.231852557065200 2017-12-01 14.119592036093900 2018-01-01 14.097586419842699 2018-02-01 14.121233975876699 2018-03-01 14.275579761487698 2018-04-01 14.382596496203101 2018-05-01 14.329787208416700 2018-06-01 14.334895916586799 2018-07-01 14.361511612151000 2018-08-01 14.318888759912200 2018-09-01 14.276422142240100 2018-10-01 14.322749309228700 2018-11-01 14.261507972885400 2018-12-01 14.519581740223000 2019-01-01 14.607613494618200 2019-02-01 14.503215656898300 2019-03-01 14.568597428918300 2019-04-01 14.406159295977400 2019-05-01 14.549868323247699 2019-06-01 14.430012131107302 2019-07-01 14.441649587876999 2019-08-01 14.485031250696200 2019-09-01 14.475421830561800 2019-10-01 14.520161255125300 2019-11-01 14.599520354286100 2019-12-01 14.515407938607600 2020-01-01 14.517470476315000 2020-02-01 14.487227273906300 2020-03-01 14.065860624389600 2020-04-01 7.132743289324300 2020-05-01 9.155595147337552 2020-06-01 10.527813138520301 2020-07-01 11.422195463787400 2020-08-01 11.759976120496500 2020-09-01 11.773011503184700 2020-10-01 11.824181848419899 2020-11-01 11.713616870551200 2020-12-01 11.108365063181300 2021-01-01 11.928586707087000 2021-02-01 12.182472833301802 2021-03-01 12.377852962489600 2021-04-01 12.448486823875900 2021-05-01 12.560252452641098 2021-06-01 12.823015636308500 2021-07-01 13.104670735433302 2021-08-01 13.040483582483200 2021-09-01 13.158850233788500 2021-10-01 13.339875165994101 2021-11-01 13.423044954130000 2021-12-01 13.606170221883499 2022-01-01 13.632301655329700 2022-02-01 13.778490084164100 2022-03-01 13.894150635115500 2022-04-01 14.157140257303000 2022-05-01 14.160223184065700 2022-06-01 14.320398222037900 2022-07-01 14.286470478615700 2022-08-01 14.336926160789302 2022-09-01 14.248914996712198 2022-10-01 14.256456616294699 2022-11-01 14.313581413817301 2022-12-01 14.299676987438000 2023-01-01 14.733918946518301 2023-02-01 14.589057558906902 2023-03-01 14.617756259544802 2023-04-01 14.551475270664700 2023-05-01 14.657235208611100 2023-06-01 14.514039079231400 2023-07-01 14.673889736357800 2023-08-01 14.635994484135999 2023-09-01 14.746160679694700 2023-10-01 14.376429697999498 2023-11-01 14.807566067503100 2023-12-01 14.795789600555599 2024-01-01 14.623902005054300 2024-02-01 14.497132349608600 2024-03-01 14.329962677983500