Title: All Employees: Leisure and Hospitality: Limited-Service Restaurants and Other Eating Places in Providence-Warwick, RI-MA (NECTA) Series ID: SMU44772007072259001SA 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 2020-12-01 Last Updated: 2021-01-26 3:18 PM CST Notes: The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodel' 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 'statsmodel' 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/srd/www/x13as/). 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/SMU44772007072259001). 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 13.562295417444199 1990-02-01 13.385496560574902 1990-03-01 13.336667389396998 1990-04-01 13.253369603574800 1990-05-01 13.089825780579200 1990-06-01 13.041456183808200 1990-07-01 13.117514133590100 1990-08-01 13.171211891155900 1990-09-01 13.294259113822301 1990-10-01 13.354999206013900 1990-11-01 13.365171608123400 1990-12-01 13.322784504336600 1991-01-01 13.362024496759600 1991-02-01 13.495755731710801 1991-03-01 13.547088458418300 1991-04-01 13.435298527119600 1991-05-01 13.587843410693200 1991-06-01 13.641866628770599 1991-07-01 13.520850188189100 1991-08-01 13.370393414523600 1991-09-01 13.506733950004700 1991-10-01 13.453599800278301 1991-11-01 13.455787863432500 1991-12-01 13.511925098662500 1992-01-01 13.557339987644700 1992-02-01 13.611199879614801 1992-03-01 13.563827248441601 1992-04-01 13.616247671419801 1992-05-01 13.793419701165400 1992-06-01 13.839409236150802 1992-07-01 13.920928631857200 1992-08-01 14.064099929502600 1992-09-01 13.916440441465900 1992-10-01 13.851952073793399 1992-11-01 13.857554717084800 1992-12-01 13.906358709968400 1993-01-01 13.832256423811100 1993-02-01 13.924752409908500 1993-03-01 13.994041672164302 1993-04-01 14.107109783098900 1993-05-01 13.802583350018999 1993-06-01 13.729853362238500 1993-07-01 13.820942517352600 1993-08-01 13.840897423948400 1993-09-01 13.915695531283200 1993-10-01 14.067150930370701 1993-11-01 14.264986106669701 1993-12-01 14.308062096618600 1994-01-01 13.903640445593900 1994-02-01 13.829233252042000 1994-03-01 13.812204625712500 1994-04-01 14.110846190028902 1994-05-01 14.221147387854400 1994-06-01 14.124615130733199 1994-07-01 13.814927650442000 1994-08-01 14.119357629010999 1994-09-01 13.996826269025100 1994-10-01 14.283571734676700 1994-11-01 14.479855188032902 1994-12-01 14.619959082895500 1995-01-01 14.668374503050000 1995-02-01 14.621397739211199 1995-03-01 14.735220350088100 1995-04-01 14.735640482812900 1995-05-01 14.428774448479800 1995-06-01 14.612621179935601 1995-07-01 14.709937340446300 1995-08-01 14.695248716440300 1995-09-01 14.767183409083000 1995-10-01 14.815793581731699 1995-11-01 14.598615537228198 1995-12-01 14.640435982083100 1996-01-01 14.939600533673100 1996-02-01 14.997291498798600 1996-03-01 15.045202029267399 1996-04-01 15.065969687218098 1996-05-01 15.240714735316000 1996-06-01 15.394282575420300 1996-07-01 15.298832792775700 1996-08-01 15.384242044738100 1996-09-01 15.432941582353699 1996-10-01 15.137932653319400 1996-11-01 15.336389491600700 1996-12-01 15.462243255961098 1997-01-01 14.916925714880099 1997-02-01 15.065139973458200 1997-03-01 15.056929423450502 1997-04-01 15.005857252510099 1997-05-01 15.038271213970802 1997-06-01 14.967702599604001 1997-07-01 15.084330182746400 1997-08-01 15.071193222878598 1997-09-01 15.010228633126099 1997-10-01 14.958785519091402 1997-11-01 14.965067721703100 1997-12-01 14.970310189186900 1998-01-01 14.931586014003802 1998-02-01 14.955260170330401 1998-03-01 14.861590371124402 1998-04-01 14.713160122182600 1998-05-01 14.829877754946300 1998-06-01 14.750716083522100 1998-07-01 14.763014905263500 1998-08-01 14.863480071842500 1998-09-01 15.000197348077900 1998-10-01 14.952773576454598 1998-11-01 15.089776065341498 1998-12-01 15.069205678524899 1999-01-01 15.375185323277700 1999-02-01 15.377602667863300 1999-03-01 15.271928272867699 1999-04-01 16.101996838392100 1999-05-01 15.903489187238900 1999-06-01 16.037578458309300 1999-07-01 15.636574829559100 1999-08-01 15.643648014255099 1999-09-01 15.796405677015800 1999-10-01 16.141421258062200 1999-11-01 15.796920604221699 1999-12-01 16.069488512250900 2000-01-01 16.141180217833600 2000-02-01 16.133257641494000 2000-03-01 16.292859088898800 2000-04-01 15.964105140495699 2000-05-01 16.076172752878300 2000-06-01 16.129978570442300 2000-07-01 16.204877576120502 2000-08-01 16.105431170574600 2000-09-01 16.084016587920498 2000-10-01 16.222026753431100 2000-11-01 16.201157320947000 2000-12-01 16.372349901969300 2001-01-01 16.020031348812000 2001-02-01 16.109992264058000 2001-03-01 16.226650237734000 2001-04-01 16.339900795868303 2001-05-01 16.332851452867000 2001-06-01 16.317895039498400 2001-07-01 16.268663812939100 2001-08-01 16.249306631258200 2001-09-01 16.362413764627600 2001-10-01 16.414264692959500 2001-11-01 16.386008555906102 2001-12-01 16.471241271882500 2002-01-01 16.615358168711300 2002-02-01 16.705079030224500 2002-03-01 16.873285668631400 2002-04-01 16.908020168104700 2002-05-01 16.884144051652502 2002-06-01 16.896457297223600 2002-07-01 17.040199558039500 2002-08-01 17.091764553105303 2002-09-01 17.036611439775000 2002-10-01 17.017620554901100 2002-11-01 17.069691851548300 2002-12-01 17.060550424614100 2003-01-01 17.504008782877300 2003-02-01 17.294697668638698 2003-03-01 17.316605061490700 2003-04-01 17.084298003586000 2003-05-01 17.538275881535400 2003-06-01 17.569376702580303 2003-07-01 18.116423019681100 2003-08-01 17.948144299226300 2003-09-01 18.018217516729600 2003-10-01 18.030590790641100 2003-11-01 18.254826735439500 2003-12-01 18.152420651743103 2004-01-01 18.061760998205800 2004-02-01 18.159198106054500 2004-03-01 18.156053920385400 2004-04-01 18.263317875163300 2004-05-01 18.515186643565200 2004-06-01 18.627803854303302 2004-07-01 18.505742297663300 2004-08-01 18.523878598918900 2004-09-01 18.507274875579300 2004-10-01 18.545139843148100 2004-11-01 18.547696606384303 2004-12-01 18.640243822316197 2005-01-01 18.594804044050800 2005-02-01 18.600713768236197 2005-03-01 18.692404741025600 2005-04-01 18.752059599486000 2005-05-01 18.701146381371300 2005-06-01 18.781921951914100 2005-07-01 18.691819531525700 2005-08-01 18.718665891349700 2005-09-01 18.713174884666800 2005-10-01 18.448164936944000 2005-11-01 18.640467985724200 2005-12-01 18.734667076928698 2006-01-01 18.516121673468000 2006-02-01 18.531769981141200 2006-03-01 18.621592826069698 2006-04-01 18.642176360197800 2006-05-01 18.594938068825897 2006-06-01 18.529975629897300 2006-07-01 18.589509012290698 2006-08-01 18.512590362726100 2006-09-01 18.612748208674700 2006-10-01 18.753800601145400 2006-11-01 18.840078988188502 2006-12-01 18.940978120083802 2007-01-01 19.130494449867400 2007-02-01 19.153585912398900 2007-03-01 19.151704402994900 2007-04-01 18.923033177204800 2007-05-01 18.985743560695802 2007-06-01 19.098302244028800 2007-07-01 19.077289223350500 2007-08-01 19.100573869520897 2007-09-01 19.118047330256800 2007-10-01 19.056758842445397 2007-11-01 19.040216608108302 2007-12-01 19.067723390513800 2008-01-01 19.135746812625600 2008-02-01 19.162487687612103 2008-03-01 19.070350709670200 2008-04-01 19.218905947054400 2008-05-01 19.184516087942600 2008-06-01 19.175487445383197 2008-07-01 19.155734468207700 2008-08-01 19.067454666433300 2008-09-01 19.015195834357602 2008-10-01 19.075792217542396 2008-11-01 19.053832903973700 2008-12-01 19.005973271386303 2009-01-01 18.536915802382698 2009-02-01 18.463190310529303 2009-03-01 18.480595055816500 2009-04-01 18.210827808132600 2009-05-01 18.475755906980698 2009-06-01 18.471577084472198 2009-07-01 18.219078551272300 2009-08-01 18.339544615575600 2009-09-01 18.323397058416500 2009-10-01 18.197120582329300 2009-11-01 18.272085777885398 2009-12-01 18.337374379667303 2010-01-01 18.331600459691803 2010-02-01 18.370250447608400 2010-03-01 18.272648906711897 2010-04-01 18.505741819692500 2010-05-01 18.465883727062700 2010-06-01 18.362453549803604 2010-07-01 18.492564386955300 2010-08-01 18.517015164727198 2010-09-01 18.540170842547898 2010-10-01 18.625935095684500 2010-11-01 18.602518852404600 2010-12-01 18.453843052457103 2011-01-01 18.417709086048500 2011-02-01 18.471548178600700 2011-03-01 18.446639442450700 2011-04-01 18.295779042195000 2011-05-01 18.249291736632102 2011-06-01 18.369969922525000 2011-07-01 18.478256414807500 2011-08-01 18.428402202042502 2011-09-01 18.364970726213300 2011-10-01 17.937118126676100 2011-11-01 18.013856724190198 2011-12-01 18.060405501384803 2012-01-01 18.589445556661502 2012-02-01 18.777838944020800 2012-03-01 18.813931438928800 2012-04-01 18.808994730443803 2012-05-01 18.833026238193103 2012-06-01 18.870782413007300 2012-07-01 19.072339766275302 2012-08-01 19.050355997932900 2012-09-01 19.095649010260697 2012-10-01 19.037115434462102 2012-11-01 19.118602252960102 2012-12-01 19.259656004799800 2013-01-01 19.261780488250400 2013-02-01 19.186536109409400 2013-03-01 19.185016685641397 2013-04-01 19.420800216053102 2013-05-01 19.416024350823697 2013-06-01 19.463416891868600 2013-07-01 19.372519185682400 2013-08-01 19.495034879428100 2013-09-01 19.421997461126400 2013-10-01 19.624572354968000 2013-11-01 19.605505040689700 2013-12-01 19.758491479420396 2014-01-01 19.741200552902300 2014-02-01 20.200618385566400 2014-03-01 19.966620955541200 2014-04-01 19.844255640196200 2014-05-01 19.899999091985200 2014-06-01 19.826990928214500 2014-07-01 19.781266927922400 2014-08-01 19.828018025131100 2014-09-01 20.052182854077802 2014-10-01 20.307938913536102 2014-11-01 20.101024317077197 2014-12-01 19.966036525154300 2015-01-01 20.035510681200500 2015-02-01 19.793584397746603 2015-03-01 19.857743498865100 2015-04-01 19.863728609650398 2015-05-01 20.193909932527000 2015-06-01 19.988176506575800 2015-07-01 20.280372418822300 2015-08-01 20.348524936652800 2015-09-01 20.368334185739300 2015-10-01 20.596777172882200 2015-11-01 20.707316103216200 2015-12-01 20.785780168812200 2016-01-01 20.730149452867398 2016-02-01 20.775538043111200 2016-03-01 20.962113344221900 2016-04-01 21.193581752931500 2016-05-01 21.096089051282200 2016-06-01 21.255612099659200 2016-07-01 21.152724516738200 2016-08-01 21.036839323956400 2016-09-01 21.187381309061998 2016-10-01 21.082354681433000 2016-11-01 21.134026919693500 2016-12-01 21.111317903875200 2017-01-01 21.236663760558898 2017-02-01 21.456602060870400 2017-03-01 21.375054841258400 2017-04-01 21.108588822280500 2017-05-01 21.103155250187400 2017-06-01 21.233096025963200 2017-07-01 21.015189643002998 2017-08-01 21.116375132062600 2017-09-01 21.086430218415000 2017-10-01 21.176726366877700 2017-11-01 20.965881200454103 2017-12-01 21.235186625517198 2018-01-01 21.343618817081897 2018-02-01 21.543874916776400 2018-03-01 21.394789718852500 2018-04-01 21.521969945001100 2018-05-01 21.506671063411400 2018-06-01 21.522837352189000 2018-07-01 21.585917368077602 2018-08-01 21.686270280584000 2018-09-01 21.484919831272897 2018-10-01 21.359732448578600 2018-11-01 21.387053499173000 2018-12-01 21.553318876131300 2019-01-01 21.560214884760498 2019-02-01 21.538549665388302 2019-03-01 21.517672733523900 2019-04-01 21.525498515797800 2019-05-01 21.606286431141000 2019-06-01 21.527569491420700 2019-07-01 21.666918702088104 2019-08-01 21.563155755610800 2019-09-01 21.468560325275200 2019-10-01 21.549702859957105 2019-11-01 21.593976606798396 2019-12-01 21.062696293051502 2020-01-01 20.969384883691400 2020-02-01 21.044576144604000 2020-03-01 20.137968106070300 2020-04-01 8.833232445216060 2020-05-01 11.900637844726400 2020-06-01 15.544518290502300 2020-07-01 17.750862380568602 2020-08-01 19.246987882993103 2020-09-01 19.359409849301600 2020-10-01 20.534331115252897 2020-11-01 20.188064980172300 2020-12-01 19.365692188331600