Title: All Employees: Leisure and Hospitality: Accommodation and Food Services in Providence-Warwick, RI-MA (NECTA) Series ID: SMU44772007072000001SA 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 6:34 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/SMU44772007072000001). 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 34.238122769928700 1990-02-01 33.914930885570300 1990-03-01 34.165315046984700 1990-04-01 34.178032602512395 1990-05-01 33.705228869704600 1990-06-01 33.609895559597895 1990-07-01 33.974450663128600 1990-08-01 33.887687361451995 1990-09-01 34.300309603203800 1990-10-01 33.325901469770300 1990-11-01 33.435152654167500 1990-12-01 33.533711891423600 1991-01-01 33.658296883086400 1991-02-01 33.520407776963900 1991-03-01 33.404477604450605 1991-04-01 33.287379594663200 1991-05-01 33.497060872318500 1991-06-01 33.362137745620900 1991-07-01 32.988945420479800 1991-08-01 33.067292505566100 1991-09-01 33.120017853708000 1991-10-01 32.899131162216600 1991-11-01 32.919484814466500 1991-12-01 33.029354711412000 1992-01-01 33.194910087295604 1992-02-01 33.733554854328900 1992-03-01 34.068690953686000 1992-04-01 34.106947303434100 1992-05-01 34.270924805752600 1992-06-01 34.157280750108900 1992-07-01 34.631647525411800 1992-08-01 34.537877745527000 1992-09-01 35.041088435612800 1992-10-01 35.257773460241000 1992-11-01 35.596385705970400 1992-12-01 35.828598816036100 1993-01-01 35.973238616251294 1993-02-01 35.977476730350000 1993-03-01 35.529104597479700 1993-04-01 35.818921561886796 1993-05-01 36.041311114070000 1993-06-01 36.518722699093000 1993-07-01 36.955644136334600 1993-08-01 37.189800186457700 1993-09-01 37.159651607431300 1993-10-01 37.832337685642100 1993-11-01 38.107463852425700 1993-12-01 38.422346304008000 1994-01-01 37.752649795820900 1994-02-01 37.140657656014000 1994-03-01 37.987539271838000 1994-04-01 38.341609692957400 1994-05-01 38.518345360285200 1994-06-01 38.568018461966794 1994-07-01 38.449863342159600 1994-08-01 39.416811126098790 1994-09-01 38.881959974134600 1994-10-01 38.708482026857300 1994-11-01 39.517974900370300 1994-12-01 39.999292754310300 1995-01-01 40.790707911946100 1995-02-01 40.724530543835300 1995-03-01 41.145417138295100 1995-04-01 41.443854818966800 1995-05-01 41.378032707781200 1995-06-01 41.553156241660600 1995-07-01 41.295272767108400 1995-08-01 41.530210189183000 1995-09-01 41.681172268029300 1995-10-01 41.632765246572205 1995-11-01 41.651098492610100 1995-12-01 41.451556100177200 1996-01-01 41.943260488893200 1996-02-01 42.016920860930206 1996-03-01 42.295943306930795 1996-04-01 42.336695566874700 1996-05-01 42.618258287344000 1996-06-01 43.145212857149204 1996-07-01 43.140836419009396 1996-08-01 43.270723950113705 1996-09-01 43.284185083451010 1996-10-01 42.564437497427605 1996-11-01 43.066920748442400 1996-12-01 43.271028659478290 1997-01-01 43.611837608087400 1997-02-01 43.707189262436900 1997-03-01 43.931698508166896 1997-04-01 43.732515712581396 1997-05-01 43.770284685553600 1997-06-01 43.668486904678495 1997-07-01 43.954983403915800 1997-08-01 43.940728668242290 1997-09-01 43.881991020694200 1997-10-01 44.225278352348500 1997-11-01 44.258908039719294 1997-12-01 44.376342121119390 1998-01-01 43.959490714723100 1998-02-01 44.287507434616394 1998-03-01 43.757936081039200 1998-04-01 44.128741814893000 1998-05-01 44.354861381513200 1998-06-01 44.097915858616300 1998-07-01 44.569223168999000 1998-08-01 44.615621580317790 1998-09-01 44.789032590633500 1998-10-01 44.479622385056400 1998-11-01 44.738373951189600 1998-12-01 44.710210165909300 1999-01-01 44.575732714514295 1999-02-01 44.866106922519600 1999-03-01 44.494679277488500 1999-04-01 45.903829672874700 1999-05-01 45.935940789391200 1999-06-01 46.251388387199405 1999-07-01 45.881012082012795 1999-08-01 46.076367220416600 1999-09-01 46.178461542130100 1999-10-01 47.241909589902605 1999-11-01 47.032599486545600 1999-12-01 47.603202578126200 2000-01-01 47.753097613501000 2000-02-01 47.552845811891700 2000-03-01 47.830874742617500 2000-04-01 47.555102240797304 2000-05-01 47.408163021917300 2000-06-01 47.597554793198900 2000-07-01 47.814840124404110 2000-08-01 47.734394763422900 2000-09-01 47.355506482594390 2000-10-01 47.872180807951200 2000-11-01 48.353060516352100 2000-12-01 48.153396718678210 2001-01-01 47.781363731779790 2001-02-01 48.047922618331210 2001-03-01 47.868810782705710 2001-04-01 47.726618220938400 2001-05-01 47.570413461558700 2001-06-01 47.865241133609400 2001-07-01 47.633658638159396 2001-08-01 47.780624961303900 2001-09-01 47.702666502486200 2001-10-01 47.295861545519900 2001-11-01 47.176840008203300 2001-12-01 47.423619901455794 2002-01-01 48.116958841509295 2002-02-01 48.226097913425210 2002-03-01 48.621303483798000 2002-04-01 48.908909376926900 2002-05-01 48.933902072358800 2002-06-01 48.748142579530400 2002-07-01 48.853263843877600 2002-08-01 48.831417208091295 2002-09-01 48.625313231981710 2002-10-01 48.994495545410004 2002-11-01 48.904693084949294 2002-12-01 48.292929418295095 2003-01-01 49.654526425096996 2003-02-01 49.206365238570500 2003-03-01 49.184196249121100 2003-04-01 49.483537875521900 2003-05-01 49.672954611510600 2003-06-01 49.162868689883300 2003-07-01 50.096225706332290 2003-08-01 50.212592997359295 2003-09-01 50.343069113540494 2003-10-01 50.473451243200400 2003-11-01 50.504057340343100 2003-12-01 50.333679285592794 2004-01-01 50.403219120968500 2004-02-01 50.368147211292710 2004-03-01 50.051855204143706 2004-04-01 50.472719836110294 2004-05-01 50.931136479764206 2004-06-01 51.157047171800800 2004-07-01 50.970794719231700 2004-08-01 51.120037068071795 2004-09-01 51.177475765743395 2004-10-01 51.014603692678000 2004-11-01 51.200381852877600 2004-12-01 51.565991228192500 2005-01-01 51.337484450637100 2005-02-01 51.423929626017106 2005-03-01 51.289108871458204 2005-04-01 51.380471922964000 2005-05-01 51.088148418050096 2005-06-01 51.247574943295405 2005-07-01 51.482203500705005 2005-08-01 51.263523962662500 2005-09-01 51.315790872716704 2005-10-01 51.144275695993500 2005-11-01 51.182978839882790 2005-12-01 51.177828749226705 2006-01-01 50.963222464775000 2006-02-01 50.748381019894200 2006-03-01 51.127539592752000 2006-04-01 51.310319330991500 2006-05-01 51.178915771419700 2006-06-01 51.022919811684890 2006-07-01 50.913402370911290 2006-08-01 50.990506930841000 2006-09-01 51.126037348039400 2006-10-01 51.276628392592290 2006-11-01 51.495956088313600 2006-12-01 51.509540278229100 2007-01-01 51.768310906755500 2007-02-01 51.877485986308500 2007-03-01 51.863151633347500 2007-04-01 51.726211261342400 2007-05-01 51.557086207850600 2007-06-01 51.997164192392000 2007-07-01 52.055081545562710 2007-08-01 52.107879451201500 2007-09-01 51.743879013457600 2007-10-01 52.023459420968100 2007-11-01 51.811478193347900 2007-12-01 51.741167659644300 2008-01-01 51.763490697380700 2008-02-01 51.896314450417200 2008-03-01 51.914903312928494 2008-04-01 51.852152102615904 2008-05-01 51.951042789240290 2008-06-01 51.562017140885494 2008-07-01 50.869597848546400 2008-08-01 50.982973284295900 2008-09-01 51.161012602852200 2008-10-01 51.103402624151000 2008-11-01 51.242071912438796 2008-12-01 51.086154802255200 2009-01-01 49.778900048242210 2009-02-01 49.922203663403300 2009-03-01 49.752386494974500 2009-04-01 49.269620503064900 2009-05-01 50.118826470899600 2009-06-01 49.519077804084700 2009-07-01 49.171117000229700 2009-08-01 49.541053760404700 2009-09-01 49.796208468580210 2009-10-01 49.622980730534294 2009-11-01 49.578340423561790 2009-12-01 49.822883079135400 2010-01-01 50.007095999357500 2010-02-01 49.968006461638400 2010-03-01 49.869357893732300 2010-04-01 50.067676191493400 2010-05-01 49.979693264034200 2010-06-01 50.251455865506900 2010-07-01 50.568724258532200 2010-08-01 50.585219305491100 2010-09-01 50.569078455750706 2010-10-01 50.556194890161100 2010-11-01 50.831641179030400 2010-12-01 50.762106084751500 2011-01-01 50.761551936859000 2011-02-01 50.909384453683300 2011-03-01 50.857745908882100 2011-04-01 51.038588492571600 2011-05-01 50.609367985277900 2011-06-01 51.081590148914700 2011-07-01 51.282307952450600 2011-08-01 51.243834995845600 2011-09-01 51.487560475787600 2011-10-01 51.383192632295106 2011-11-01 51.655647130219094 2011-12-01 51.408271479713605 2012-01-01 52.026812881361195 2012-02-01 52.449351199831200 2012-03-01 52.428649873091295 2012-04-01 52.418067609199700 2012-05-01 52.529677500974210 2012-06-01 52.593559913906900 2012-07-01 52.795388284230500 2012-08-01 53.015626863354600 2012-09-01 52.947231075654790 2012-10-01 52.992109219412896 2012-11-01 52.975760823184700 2012-12-01 53.152766890240500 2013-01-01 53.300631466517295 2013-02-01 53.077735611852000 2013-03-01 53.478667443911200 2013-04-01 53.606700893083200 2013-05-01 53.656988161919610 2013-06-01 53.892864449543890 2013-07-01 53.511878295815805 2013-08-01 53.522581361445290 2013-09-01 53.406582510551004 2013-10-01 53.797662860468100 2013-11-01 53.673745306850390 2013-12-01 53.898262501653000 2014-01-01 53.944048485809900 2014-02-01 54.401350085825996 2014-03-01 54.336357384395800 2014-04-01 54.521336598184300 2014-05-01 54.823425047381000 2014-06-01 54.563877552169195 2014-07-01 54.627609402000890 2014-08-01 54.920768189445300 2014-09-01 55.278647699030710 2014-10-01 55.300428432203800 2014-11-01 55.485784934777605 2014-12-01 55.329548439437500 2015-01-01 55.872192410284700 2015-02-01 54.676816811208500 2015-03-01 54.922904354943290 2015-04-01 55.449477117160800 2015-05-01 56.219813388701710 2015-06-01 55.756592139049700 2015-07-01 56.519265064039710 2015-08-01 56.301512344509500 2015-09-01 56.449333610598295 2015-10-01 56.726053358179400 2015-11-01 56.885211908332000 2015-12-01 57.148602956315610 2016-01-01 57.165747110006510 2016-02-01 57.137380261314110 2016-03-01 57.755812227376296 2016-04-01 57.799724086977100 2016-05-01 57.644877887431000 2016-06-01 57.964454976560600 2016-07-01 57.653795981622800 2016-08-01 57.347768310557390 2016-09-01 57.736212966507000 2016-10-01 57.253108911151800 2016-11-01 57.406919088807000 2016-12-01 57.160595613997710 2017-01-01 57.466671475880396 2017-02-01 57.490612396947100 2017-03-01 57.397041688925704 2017-04-01 57.153222411382295 2017-05-01 57.072913709336700 2017-06-01 57.394823643313710 2017-07-01 57.159994447368796 2017-08-01 57.577517539378900 2017-09-01 57.407305401413600 2017-10-01 57.687660457008600 2017-11-01 57.610877911076790 2017-12-01 57.884199667447500 2018-01-01 57.868819291709390 2018-02-01 58.272723470203000 2018-03-01 58.142155986310400 2018-04-01 58.423344740626300 2018-05-01 58.614043744412700 2018-06-01 58.328197319961300 2018-07-01 58.542373115891200 2018-08-01 58.677773495790600 2018-09-01 58.665507933709200 2018-10-01 60.508388827375000 2018-11-01 60.605621498357800 2018-12-01 60.928252258380205 2019-01-01 61.010566448829400 2019-02-01 60.783469393252105 2019-03-01 60.579667756722095 2019-04-01 60.758718175125296 2019-05-01 60.825386491301900 2019-06-01 60.903745774260100 2019-07-01 61.020390914762494 2019-08-01 60.884422030074994 2019-09-01 60.911908147072900 2019-10-01 61.141804428043790 2019-11-01 61.051433912830500 2019-12-01 61.385115686019894 2020-01-01 61.251574553476710 2020-02-01 62.124366260152210 2020-03-01 58.997597710478600 2020-04-01 25.407300726639104 2020-05-01 30.028438032567703 2020-06-01 37.879012210776500 2020-07-01 42.915582203243204 2020-08-01 45.807099036718796 2020-09-01 48.542761220351200 2020-10-01 49.566577413940400 2020-11-01 48.908886765353700 2020-12-01 44.631880912863295 2021-01-01 46.793137759281400 2021-02-01 48.185775585391504 2021-03-01 49.577364799133800 2021-04-01 51.133428312512706 2021-05-01 52.116510594142106 2021-06-01 52.951498131370705 2021-07-01 53.956527877404795 2021-08-01 54.077080870962500 2021-09-01 54.771334978051700 2021-10-01 56.492033489049300 2021-11-01 57.065364576482800 2021-12-01 57.162993168276700 2022-01-01 56.201412401492010 2022-02-01 57.836098704637790 2022-03-01 58.233281394422505 2022-04-01 58.875418526468490 2022-05-01 58.712250861372205 2022-06-01 58.714481248240990 2022-07-01 59.148699019040390 2022-08-01 59.065567991083100 2022-09-01 58.681345081369200 2022-10-01 58.906130754285000 2022-11-01 59.258194450594395 2022-12-01 59.072932095021200 2023-01-01 59.287976556327000 2023-02-01 59.973216778025000 2023-03-01 59.599392745222204 2023-04-01 59.282005202806000 2023-05-01 59.795415495838900 2023-06-01 60.305697029339290 2023-07-01 59.555540433325700 2023-08-01 59.870025353219300 2023-09-01 60.112427759059000 2023-10-01 59.017132905617500 2023-11-01 57.259495951988790 2023-12-01 57.765564191403400 2024-01-01 58.353911931480400 2024-02-01 57.288533066674496 2024-03-01 57.780267773972000