Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New...

29
Connec&ng Data, Computa&on and Journalism: Liliana Bounegru and Thomas Poell (Research project in progress) The Epistemological Models of The Guardian, The New York Times and ProPublica

Transcript of Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New...

Page 1: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

Connec&ngData,Computa&onandJournalism:

LilianaBounegruandThomasPoell(Researchprojectinprogress)

TheEpistemologicalModelsofTheGuardian,TheNewYorkTimesandProPublica

Page 2: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica
Page 3: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica
Page 4: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

Examples

TheGuardianDatablog

h@p://www.theguardian.com/news/datablog/2012/oct/31/europe-unemployment-rate-by-country-eurozone

Page 5: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

TheNewYorkTimesInteracOveNewsunit

h@p://london2012.nyOmes.com/

Page 6: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

ProPublica’sNewsAppsunit

h@p://projects.propublica.org/docdollars/

Page 7: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

“Couldcompu+ngtechnology-whichhasplayednosmallpartinthedeclineofthetradi+onalnewsmedia-turnouttobeasaviourofjournalism’swatchdogtradi+on?”(Cohen,Sarah,ChengkaiLi,JunYang,andCongYu.2011."ComputaOonalJournalism:ACalltoArmstoDatabaseResearchers."CIDR2011:148-151)

“Ifthere’sasilverlininginthissitua+on,itistheabilityofcomputerscien+ststostrengthenthehandsoftheremainingprofessionalreportersandengagenewplayersinthewatchdogprocess”(Cohen,Sarah,JamesF.Hamilton,andFredTurner.2011.“ComputaOonaljournalism.”Communica+onsoftheACM54(10):66-71)

Howhavetheserecentdevelopmentsbeendiscussedinacademicliterature?

Page 8: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

Flew,T.,Spurgeon,C.,Daniel,A.,&Swic,A.(2012).ThepromiseofcomputaOonaljournalism.Cohen,S.,Li,C.,Yang,J.,&Yu,C.(2011).ComputaOonaljournalism:AcalltoarmstodatabaseresearchersHamilton,J.&TurnerF.(July,2009).Accountabilitythroughalgorithm:DevelopingthefieldofcomputaOonaljournalism.

Howhavetheserecentdevelopmentsbeendiscussedinacademicliterature?

Page 9: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

Howaredataandcomputerscienceusedinjournalism?WhatepistemologicalassumpOonsabouttheroleofdata,computerscienceandaudiencesunderliethiswork?

Ourresearch

Page 10: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

I.MappingdatajournalismandcomputaOonaljournalismoutsidethenewsroom–thehybridnetworkofacademicandnon-governmentalorganisaOonsII.MappinghowdataandcomputaOonareusedinnewsrooms

Ourapproach

Page 11: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

I.MappingdatajournalismandcomputaOonaljournalismoutsidenewsrooms

Page 12: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

ComputaOonaljournalismintheacademicspace

Page 13: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

Datajournalismandcomputer-assistedreporOngintheNGOspace

Page 14: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

II.MappinghowdataandcomputaOonareusedinnewsrooms

Page 15: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

Royal,Cindy.2010.“TheJournalistasProgrammer:aCaseStudyoftheNewYorkTimesInteracOveNewsTechnologyDepartment.”PresentedattheInterna+onalSymposiumonOnlineJournalism,AusOn,Texas.Parasie,Sylvain,andEricDagiral.2012.‘‘Data-drivenJournalismandthePublicGood:‘Computer-assisted-reporters’and‘Programmer-journalists’inChicago.’’NewMedia&Society15(6):853-871.

ExisOngresearch

Page 16: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

Threecasestudies:•  GuardianDatablog•  ProPublica’sNewsAppsdivision•  NewYorkTimes’InteracOveNewsunit

Method:•  In-depthinterviewswithjournalists•  Analysisofoutcomesoftheirwork•  Analysisofpresscoverageofthesedevelopments

Ourcasestudiesandmethod

Page 17: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

“Mostofwhatwedoisthiskindofverynewsy,quickpiecesofdatajournalism,thatarebasedaroundstoriesthatjusthappentobeinthenewsthatday.Everynewsstoryhassomedatabehinditandwe’reheretomakethataccessibleandsurfaceit.”(interviewwithSimonRogers,6September2012)

“WhenwelaunchedtheDatablog,wethoughttheaudienceswouldbedevelopersbuildingapplica+ons.Infact,it’speoplewan+ngtoknowmoreaboutcarbonemissionsorEasternEuropeanimmigra+onorthebreakdownofdeathsinAfghanistan — oreventhenumberof+mestheBeatlesusedtheword‘love’intheirsongs.”(Rogers,Simon.2012.“BehindthescenesatTheGuardianDatablog.”InTheDataJournalismHandbook,editedbyGray,Jonathan,LilianaBounegru,andLucyChambers,34-37.Sebastopol,CA:O'ReillyMedia)

TheGuardianDatablog:‘journalismasasourceofdata’

Page 18: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

TheGuardianDatablog:‘journalismasasourceofdata’

Page 19: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

“Idon’tseethat[publishingdata]asnecessarilyanactofjournalism.Iseethatasanactoftechnology.And,Ithinkthat’ssortofshirkingresponsibility.Thejournalists’responsibilityisdataanalysis.Italwayshasbeen.Ifallreportersdidwasreporteveryfact,howwouldyoubeabletodis+nguishanimportantfromanunimportantfact?Whatjournalistssayis:‘Thisisnotimportant,andthisis.’Idon’tthinkthere’sanythingwrongwiththat.”(interviewwithAronPilhofer,19September,2012).

TheNewYorkTimesInteracOveNewsunit:‘thedataexperience’

Page 20: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

ProPublica’sNewsAppsunit:‘journalismasadataresearchtool’

“Byshowingeachreaderdatathatisspecifictothem,anewsappcanhelpeachreaderunderstandastoryinawaythat’spersonallymeaningfultothem.Itcanhelpareaderunderstandtheirpersonalconnec+ontoabroadna+onalphenomenon,andhelpthemaXachwhattheyknowtowhattheydon’tknow,andtherebyencourageadeepunderstandingofabstractconcepts.”(Klein,S.(2012).NewsappsatProPublica.InJ.Gray,L.Bounegru,&L.Chambers(Eds.),Thedatajournalismhandbook(pp.185-186).Sebastopol,CA:O'ReillyMedia)

Page 21: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

AcriOcalexaminaOonofthismuchcelebratedphenomenonisneeded.JournalistsshouldreflectonhowtheintegraOonofdataandcomputaOonaltoolsinnewsproducOonmightimpactthenatureofthestoriestheyaretelling.JournalistsshouldbemorecriOcalandcreaOveinthewaytheysourcethedatatheyusefortheirreportage.

Whatdoesthismeanforjournalism?

Page 22: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

h@p://lilianabounegru.org/2014/05/07/list-of-academic-papers-about-data-journalism-and-computaOonal-journalism/

Listofacademicliteratureondatajournalism

Page 23: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

THANKYOU!

WEBSITE:lilianabounegru.orgEMAIL:[email protected]:@bb_liliana

Page 24: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

ResourcesforpracOOoners

Page 25: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

Websitededicatedtodatajournalism

DataDrivenJournalism.netisahubfordatajournalismnewsandresources,featuringcasestudies,tools,methods,eventsandjobopportuniOes.

Page 26: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

70+authorsfrom:NewYorkTimesBBCGuardianFinancialTimesWashingtonPostZeitOnlineChicagoTribuneDeutscheWelleLaNacionProPublicaAustralianBroadcasOngCorporaOon

10+transla&ons:RussianSpanishGeorgianUkrainianFrenchItalianChineseMacedonianArabicPortugueseGreekCzech

Datajournalismbook

NewYorkTimesGuardianScienOficAmericanLiberaOonTechCrunch

NiemanLabReadWriteWebGigaomGlobalVoicesPBS

10101 abc

Dubbedthe“bible”ofdatajournalism,TheDataJournalismHandbookisareferencebookonhowjournalistscanusedatatoimprovetheirwork.

Featuredin:

Page 27: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

BiggestdatajournalismeventinEurope

300+parOcipants50+countriesSpeakersfrom:ReutersNewYorkTimesSpiegelGuardianWalterCronkiteSchoolofJournalismLocaOon:Italy

Featuringamixofpaneldiscussionsandhands-onsessions,theSchoolofDataJournalismgivesparOcipantsanopportunitytodiscussdevelopmentsandchallengesinthefield,learnaboutnewtools,techniquesandiniOaOves,andmeetandnetworkface-to-facewithlike-mindedpracOOoners.

Page 28: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

20.000+parOcipants170+countriesTopprofessions:JournalistCommunicaOonspecialistEditorProgrammerGraphicdesignerStaOsOcian

BiggestjournalismMOOC

DoingJournalismwithDataisafree5-moduleonlineintroductorycoursethatgivesparOcipantstheessenOalconcepts,techniquesandskillstoeffecOvelyworkwithdataandproducecompellingdatastoriesunderOghtdeadlines.

Instructorsandadvisorsfrom:NewYorkTimes|Wired|Twi@er|ZeitOnline

Page 29: Connecting Data, Computation and Journalism: The Epistemological Models of The Guardian, The New York Times and ProPublica

WEBSITE:www.datadrivenjournalism.netBOOK:www.datajournalismhandbook.orgCOURSE:www.datadrivenjournalism.net/courseMAILINGLIST:www.ejc.net/ddj-listTWITTER:@ddjournalismEMAIL:[email protected]