NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Leisure and Hospitality: Accommodation and Food Services in Bismarck, ND (MSA) Series ID: SMU38139007072000001SA Source: U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis Release: State and Metro Area Employment, Hours, and Earnings (Not a Press Release) Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-03-01 Last Updated: 2024-04-20 6:37 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/SMU38139007072000001). 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 3.5719761377136700 1990-02-01 3.6501347423903296 1990-03-01 3.6140112043297800 1990-04-01 3.5166037525560800 1990-05-01 3.6048603232492500 1990-06-01 3.8054695333456900 1990-07-01 3.6114747234498297 1990-08-01 3.5869191250981100 1990-09-01 3.7187748732099597 1990-10-01 3.5070044966952300 1990-11-01 3.5312388651084500 1990-12-01 3.4860069950751500 1991-01-01 3.5664791254043400 1991-02-01 3.5535423309284600 1991-03-01 3.6090140769283700 1991-04-01 3.6106405153806400 1991-05-01 3.5067946230152200 1991-06-01 3.6083460260360600 1991-07-01 3.6137176861722900 1991-08-01 3.6936927648198505 1991-09-01 3.7240094391545497 1991-10-01 3.7044882046852500 1991-11-01 3.6279392521983600 1991-12-01 3.6892487350556300 1992-01-01 3.6554938039012996 1992-02-01 3.6579534869602900 1992-03-01 3.5999790653969503 1992-04-01 3.6025899153827203 1992-05-01 3.7105792125394000 1992-06-01 3.7127826966795703 1992-07-01 3.7185278531662593 1992-08-01 3.7027903054067900 1992-09-01 3.6317574516744500 1992-10-01 3.7008193377702600 1992-11-01 3.8257488423067600 1992-12-01 3.7938294407508700 1993-01-01 3.7468561436732100 1993-02-01 3.7564092308450000 1993-03-01 3.7884034421828300 1993-04-01 3.7914171716075000 1993-05-01 3.8149769530214500 1993-06-01 3.7160339470657700 1993-07-01 3.8217238452557600 1993-08-01 3.8140918371927404 1993-09-01 3.8430293435137200 1993-10-01 3.8996088190136800 1993-11-01 3.9226002756453100 1993-12-01 3.9041129937133596 1994-01-01 3.9390395229687800 1994-02-01 3.8508085195182700 1994-03-01 3.8727483262419200 1994-04-01 3.8844967549268503 1994-05-01 3.8169413663215200 1994-06-01 3.8167598985243796 1994-07-01 3.8278584413808594 1994-08-01 3.8177286540424300 1994-09-01 3.8489903645153800 1994-10-01 3.9037282837120800 1994-11-01 3.9244065251403497 1994-12-01 3.9191338699031095 1995-01-01 3.9363747842873900 1995-02-01 4.0369745399007200 1995-03-01 3.9602344890177900 1995-04-01 3.9783583187157596 1995-05-01 3.9219869599282100 1995-06-01 4.0131757770070800 1995-07-01 4.0302748409584910 1995-08-01 4.1183672212573400 1995-09-01 4.0522904270519500 1995-10-01 3.9088958006639600 1995-11-01 4.0264555594595600 1995-12-01 4.0314074510192500 1996-01-01 4.0377266584772595 1996-02-01 4.1268954682571000 1996-03-01 4.1533181044211800 1996-04-01 4.1800828934521090 1996-05-01 4.1262445448462100 1996-06-01 4.1018570494468305 1996-07-01 4.1340113150960500 1996-08-01 4.1075416634889200 1996-09-01 4.1496300194797900 1996-10-01 4.2163770219527000 1996-11-01 4.2366984841226600 1996-12-01 4.2344272594833700 1997-01-01 4.3459695752961810 1997-02-01 4.3206870341758000 1997-03-01 4.3524382776197200 1997-04-01 4.2785243025686490 1997-05-01 4.4325254827124105 1997-06-01 4.3906176450786900 1997-07-01 4.3304749722310200 1997-08-01 4.3978412677381800 1997-09-01 4.3503764006222900 1997-10-01 4.2217040733669196 1997-11-01 4.2435191509958600 1997-12-01 4.2310411909866000 1998-01-01 4.2556695271865900 1998-02-01 4.3238108764466700 1998-03-01 4.2558025813500800 1998-04-01 4.2765389241620895 1998-05-01 4.2315513906732700 1998-06-01 4.2797806748113190 1998-07-01 4.3315177493765100 1998-08-01 4.2841318799568100 1998-09-01 4.3512551913788000 1998-10-01 4.4310172356116900 1998-11-01 4.5492978432845200 1998-12-01 4.5253219276751600 1999-01-01 4.3633406194211210 1999-02-01 4.3296445695622200 1999-03-01 4.2559599707265900 1999-04-01 4.2672796851628900 1999-05-01 4.5336307166346500 1999-06-01 4.4770883193026500 1999-07-01 4.4274176836357200 1999-08-01 4.4808770866024300 1999-09-01 4.4592330979541700 1999-10-01 4.6331965531721600 1999-11-01 4.4477026752463695 1999-12-01 4.5209732952100200 2000-01-01 4.4667410811148205 2000-02-01 4.4382505208152905 2000-03-01 4.4549340986315700 2000-04-01 4.4589543302410300 2000-05-01 4.3312798842772695 2000-06-01 4.3719685722504105 2000-07-01 4.4282920509128800 2000-08-01 4.4810957821489200 2000-09-01 4.3714800704706500 2000-10-01 4.3367311960912300 2000-11-01 4.3471702512130400 2000-12-01 4.3206392940153800 2001-01-01 4.3617025301127800 2001-02-01 4.4404250512328200 2001-03-01 4.4486086783721905 2001-04-01 4.5509481882495900 2001-05-01 4.5294053900643805 2001-06-01 4.4699439658916610 2001-07-01 4.4262396955463500 2001-08-01 4.4935735798845800 2001-09-01 4.4922674611613400 2001-10-01 4.4419324260229400 2001-11-01 4.4379015530820904 2001-12-01 4.4225592933860500 2002-01-01 4.2453843202031800 2002-02-01 4.3333806501981000 2002-03-01 4.3440251319019300 2002-04-01 4.2542532030145400 2002-05-01 4.4230994945200410 2002-06-01 4.2693367678618594 2002-07-01 4.3296525743476300 2002-08-01 4.3060136947829500 2002-09-01 4.3117432444360090 2002-10-01 4.3557668778908910 2002-11-01 4.3252778741625800 2002-12-01 4.3195927912522700 2003-01-01 4.3231375174523600 2003-02-01 4.3193563011241700 2003-03-01 4.3378402160062400 2003-04-01 4.3662274627215200 2003-05-01 4.3217692769488200 2003-06-01 4.3747662225561600 2003-07-01 4.3276542734684105 2003-08-01 4.3223827024605700 2003-09-01 4.3319661339415300 2003-10-01 4.3675124808189200 2003-11-01 4.3090448007719600 2003-12-01 4.3098847788730200 2004-01-01 4.4031176054645800 2004-02-01 4.4003560179250710 2004-03-01 4.3352102134977600 2004-04-01 4.4840711254963300 2004-05-01 4.5257657386383000 2004-06-01 4.5803214895005500 2004-07-01 4.5295655092103200 2004-08-01 4.5347349499711390 2004-09-01 4.5400690284347895 2004-10-01 4.5727057937003800 2004-11-01 4.7017567696767495 2004-12-01 4.6979254021690700 2005-01-01 4.6873046528176300 2005-02-01 4.6860729966308390 2005-03-01 4.6313367697885095 2005-04-01 4.6045029972508210 2005-05-01 4.6329529445504000 2005-06-01 4.5870388412775700 2005-07-01 4.7286804394096290 2005-08-01 4.7421258218991900 2005-09-01 4.7366207984531790 2005-10-01 4.6755931813360090 2005-11-01 4.7971486543603700 2005-12-01 4.7898357376391290 2006-01-01 4.7827998425081795 2006-02-01 4.7700862600137310 2006-03-01 4.8311881299824600 2006-04-01 4.9237632463688000 2006-05-01 4.8407817239767700 2006-06-01 4.7986646679033200 2006-07-01 4.8304353216839300 2006-08-01 4.8368009811182500 2006-09-01 4.8159875508687900 2006-10-01 4.8704828214013896 2006-11-01 4.7986612052705190 2006-12-01 5.0874411988458400 2007-01-01 4.9934992183325990 2007-02-01 5.0670486323156800 2007-03-01 5.0306831721753490 2007-04-01 5.0366486733102600 2007-05-01 5.0497708565637600 2007-06-01 5.2034697319981500 2007-07-01 5.0312132184449900 2007-08-01 5.0237300503202200 2007-09-01 5.0937740164566790 2007-10-01 5.1562609373467700 2007-11-01 4.9999266903674410 2007-12-01 5.0954509509642900 2008-01-01 5.1138898813733900 2008-02-01 5.0660069943072310 2008-03-01 5.1375484629565490 2008-04-01 5.0421042045159600 2008-05-01 5.1595305893997505 2008-06-01 5.2030088715829900 2008-07-01 5.2343879866278895 2008-08-01 5.2062125262113090 2008-09-01 5.2659392605809200 2008-10-01 5.2346770298543900 2008-11-01 5.3051885548405195 2008-12-01 5.3095922598404400 2009-01-01 5.3359199363557100 2009-02-01 5.3804695375902200 2009-03-01 5.3419664236199000 2009-04-01 5.3393353724925900 2009-05-01 5.3630104099616600 2009-06-01 5.2958389953498495 2009-07-01 5.3413082894887400 2009-08-01 5.3937789510932100 2009-09-01 5.3472152748227100 2009-10-01 5.3161426409842500 2009-11-01 5.3015805559478300 2009-12-01 5.3225499293127810 2010-01-01 5.2534685571411200 2010-02-01 5.1954429477177190 2010-03-01 5.3432238348437410 2010-04-01 5.4386118632337400 2010-05-01 5.3645853890602800 2010-06-01 5.4903271300915400 2010-07-01 5.4539996050159000 2010-08-01 5.4820352459578890 2010-09-01 5.4362528150416200 2010-10-01 5.4981066550995900 2010-11-01 5.4943946291122800 2010-12-01 5.4248451227921300 2011-01-01 5.4698774272196290 2011-02-01 5.5169540356236790 2011-03-01 5.4402847620112100 2011-04-01 5.5381235058680310 2011-05-01 5.5614841112094810 2011-06-01 5.5792534422628700 2011-07-01 5.6732077615227405 2011-08-01 5.6753307598900400 2011-09-01 5.7374799579092300 2011-10-01 5.6857500298409200 2011-11-01 5.6805065944911695 2011-12-01 5.7246374105836395 2012-01-01 5.7762809833463800 2012-02-01 5.7306476898632190 2012-03-01 5.8408340300217310 2012-04-01 5.8388429887368300 2012-05-01 5.8591930934404500 2012-06-01 5.7697971379781290 2012-07-01 5.7917462151921795 2012-08-01 5.7745153230034100 2012-09-01 5.8380057786884410 2012-10-01 5.8826461791290200 2012-11-01 5.7655244635969600 2012-12-01 5.9169330774448206 2013-01-01 6.0729695492168000 2013-02-01 5.9492068630144100 2013-03-01 6.0453159291006100 2013-04-01 5.9393820199330100 2013-05-01 5.9584798516968700 2013-06-01 6.0595766031134110 2013-07-01 5.9997408181670595 2013-08-01 6.0765932957954800 2013-09-01 6.0375775173397600 2013-10-01 6.1890227894319700 2013-11-01 6.1524336244568490 2013-12-01 6.2108749532681110 2014-01-01 6.0668697405079010 2014-02-01 6.2589875921957810 2014-03-01 6.1551153315766705 2014-04-01 6.1401114425508200 2014-05-01 6.2693567795109300 2014-06-01 6.2521332592773100 2014-07-01 6.1881075921802490 2014-08-01 6.2705637595867600 2014-09-01 6.2386760333490000 2014-10-01 6.2003747684926390 2014-11-01 6.2428433541263610 2014-12-01 6.2045749330073000 2015-01-01 6.2692944728196105 2015-02-01 6.2631148932651790 2015-03-01 6.2733103958946390 2015-04-01 6.3450406217858810 2015-05-01 6.2835129634428000 2015-06-01 6.2414014789439600 2015-07-01 6.2590835679877600 2015-08-01 6.1596044150631610 2015-09-01 6.3346635597034800 2015-10-01 6.3076324554657310 2015-11-01 6.4441460667979500 2015-12-01 6.4080172678871000 2016-01-01 6.4771058189264110 2016-02-01 6.3650926212955500 2016-03-01 6.3994699709861305 2016-04-01 6.4483270497791200 2016-05-01 6.3971275045303200 2016-06-01 6.4310388458120190 2016-07-01 6.4175933744741900 2016-08-01 6.2401993759868000 2016-09-01 6.4251784424436000 2016-10-01 6.4162234360611300 2016-11-01 6.3534896036691500 2016-12-01 6.4195849704620200 2017-01-01 6.2871992054864405 2017-02-01 6.4666999675455905 2017-03-01 6.5278713078984400 2017-04-01 6.4574290948216900 2017-05-01 6.4056062643885100 2017-06-01 6.4186055026843390 2017-07-01 6.4734853826859500 2017-08-01 6.4148327457694400 2017-09-01 6.3103363864071500 2017-10-01 6.3147081215133090 2017-11-01 6.3772721934845590 2017-12-01 6.3406009256641610 2018-01-01 6.3046060963025200 2018-02-01 6.3686271001329900 2018-03-01 6.3457610170569410 2018-04-01 6.2636083401292410 2018-05-01 6.3137087449782800 2018-06-01 6.3020902814512900 2018-07-01 6.3349507909047500 2018-08-01 6.2823588644200600 2018-09-01 6.4068756371095600 2018-10-01 6.5120621652319400 2018-11-01 6.4004171774603700 2018-12-01 6.4638155012863200 2019-01-01 6.4238353947931600 2019-02-01 6.3658080257427100 2019-03-01 6.3597787976683310 2019-04-01 6.4728207975002094 2019-05-01 6.5093546864307200 2019-06-01 6.4829115707134290 2019-07-01 6.4090825041785600 2019-08-01 6.4590045000710200 2019-09-01 6.4021929814201700 2019-10-01 6.3052038330997800 2019-11-01 6.3295072127469190 2019-12-01 6.2895754088682105 2020-01-01 6.3360455429382300 2020-02-01 6.3664458811720700 2020-03-01 6.2668298569418800 2020-04-01 3.5702502331851695 2020-05-01 4.7991803844808100 2020-06-01 5.2627757273474500 2020-07-01 5.4966308298741104 2020-08-01 5.5461801346611000 2020-09-01 5.5081180738336500 2020-10-01 5.6037070363983200 2020-11-01 5.4479512159769810 2020-12-01 5.4102264245552100 2021-01-01 5.7394361303454500 2021-02-01 5.7618464793605300 2021-03-01 5.8741320599554100 2021-04-01 5.8678457324154700 2021-05-01 5.7859816526729400 2021-06-01 5.8452160767693700 2021-07-01 5.8914716405418700 2021-08-01 5.9476968271543305 2021-09-01 5.9140760969552800 2021-10-01 5.9989275487951400 2021-11-01 6.0643854179260100 2021-12-01 6.1224224078081110 2022-01-01 6.1419734318156305 2022-02-01 6.1595185836308595 2022-03-01 6.1726956238862690 2022-04-01 6.0609367204537600 2022-05-01 6.2770327750403200 2022-06-01 6.3317673580568390 2022-07-01 6.1900481463215495 2022-08-01 6.1546157592840600 2022-09-01 6.2293352077290500 2022-10-01 6.1975366235977400 2022-11-01 6.1684437877215900 2022-12-01 6.2234096739546800 2023-01-01 6.3435497514504690 2023-02-01 6.3542057666971505 2023-03-01 6.3741262365004000 2023-04-01 6.3597441265042900 2023-05-01 6.3656154055487190 2023-06-01 6.4243778260975710 2023-07-01 6.3915671943137005 2023-08-01 6.3686359124023200 2023-09-01 6.3356089425083490 2023-10-01 6.3941928771065590 2023-11-01 6.3715621600338800 2023-12-01 6.4196832426868795 2024-01-01 6.2423378541620810 2024-02-01 6.2546360636990400 2024-03-01 6.1757597587679900