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fake news_2019-10-20_23-40-48.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 21, 2019
Short Description:
fake news via NodeXL http://bit.ly/2pF9lni
@realdonaldtrump
@jairbolsonaro
@hrguz
@mzhemingway
@nytimes
@dcm_online
@fanery48
@chris57735990
@89nuncamais
@gleisi

Top hashtags:
#isapawithfeelings
#fakenews
#maga
#trumprallydallas
#kag
#fakenewsmedia

Description:
Description
The graph represents a network of 6,597 Twitter users whose tweets in the requested range contained "fake news", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 October 2019 at 06:42 UTC.

The requested start date was Monday, 21 October 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 22-minute period from Friday, 18 October 2019 at 01:15 UTC to Saturday, 19 October 2019 at 01:37 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://www.express.co.uk/news/world/1191769/Michelle-Obama-latest-news-FLOTUS-oprah-winfrey-US-president-Barack-Obama
[12] https://overlooked.com/
[11] https://dailycaller.com/2019/10/18/hillary-clinton-fake-news-hacking-elections/
[9] https://www.scmp.com/comment/opinion/article/3033637/using-fake-news-defame-hong-kongs-police?utm_content=article&utm_medium=Social&utm_source=Twitter#Echobox=1571407619
[8] https://twitter.com/nayadaurpk_urdu/status/1184892311790112768
[8] https://twitter.com/FRemirus/status/1185003263793516546?s=20
[6] https://www.iglesiaviva.net/2019/10/16/la-estafa-de-la-fake-news-de-supuestas-cuentas-de-presidentes-latinoamericanos-en-el-banco-vaticano/
[6] https://twitter.com/inthematrixxx/status/1185228130816069632
[6] https://twitter.com/NBCNews/status/1184903672012115969
[5] https://twitter.com/deltanmd/status/1185236423068344321

Top URLs in Tweet in G1:
[3] https://promiseskept.com/
[2] https://twitter.com/nbcnews/status/1184533981305417734
[1] https://twitter.com/realdonaldtrump/status/1184576819309228034
[1] https://twitter.com/nbcnews/status/1184903672012115969
[1] https://www.independent.co.uk/news/world/americas/us-politics/trump-speech-fake-news-1984-orwell-kansas-a8463471.html
[1] https://www.newscorpse.com/ncWP/?p=43048
[1] https://twitter.com/icesur/status/1185274973658722305?s=21
[1] https://twitter.com/VapinGreek/status/1185254887640223745
[1] https://news.yahoo.com/elijah-cummings-signed-subpoenas-hospital-162443444.html
[1] https://twitter.com/TRTWorldNow/status/1182287164866023426?s=20

Top URLs in Tweet in G2:
[3] https://thefederalist.com/2018/01/31/transcript-shows-the-daily-beast-peddled-fake-news-about-devin-nunes/
[2] https://frontpageconfidential.com/kingsman-parody-of-trumps-attacks-on-fake-news-provokes-fake-outrage/

Top URLs in Tweet in G3:
[3] https://sabrinaemgoias.wordpress.com/2019/10/18/manipulador-dallagnol-espalha-fake-news-sobre-numero-de-presos-que-poderao-ser-soltos-caso-stf-exija-julgamento-de-3a-ou-4a-instancia/
[2] https://urlocal.news/us/breaking/trump-hammers-abc-over-doctored-fake-news-syria-bombing-video/
[2] https://twitter.com/jnflesch/status/1184997203997351936
[2] https://www.iglesiaviva.net/2019/10/16/la-estafa-de-la-fake-news-de-supuestas-cuentas-de-presidentes-latinoamericanos-en-el-banco-vaticano/
[2] https://webnow.company/news/fake-russian-tor-browser-wants-your-bitcoin-and-qiwi-funds
[2] https://antropofagista.com.br/2019/10/18/dallagnol-o-rei-do-fake-news-no-twitter/
[2] http://thepatriotbuzz.com/breaking-cnn-exposed/
[1] https://reseauinternational.net/la-fin-annoncee-du-monde-imaginaire-cree-par-le-new-york-times-archetype-du-fake-news/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=la-fin-annoncee-du-monde-imaginaire-cree-par-le-new-york-times-archetype-du-fake-news
[1] https://twitter.com/Francis56057716/status/1184246462923726848
[1] https://www.youtube.com/watch?v=O_iJsy-bJ-k&feature=youtu.be


Top URLs in Tweet in G4:
[12] https://overlooked.com/
[3] https://americanlookout.com/trump-slams-abc-news-reporter-over-fake-syria-footage-very-deceptive-video/
[1] https://twitter.com/jamesokeefeiii/status/1185249385548001280
[1] https://twitter.com/WayneDupreeShow/status/1185360185449168897
[1] https://www.nowtheendbegins.com/donald-trump-campaign-suing-fake-news-cnn-pro-impeachment-bias-instead-of-journalism/
[1] https://twitter.com/WilliamUrtel/status/1184951956042850304
[1] https://www.thegatewaypundit.com/2019/10/project-veritas-undercover-video-cnn-field-manager-concedes-were-totally-left-leaning-but-we-dont-want-to-admit-it/
[1] https://www.thegatewaypundit.com/2019/10/okeefe-strikes-again-undercover-video-shows-cnn-production-supervisor-wishing-for-trumps-death-hopefully-he-dies-soon/
[1] https://therightscoop.com/breaking-rick-perry-to-step-down-as-energy-secretary/
[1] https://twitter.com/project_veritas/status/1184957350689562624

Top URLs in Tweet in G5:
[4] https://www.diariodocentrodomundo.com.br/dallagnol-espalha-fake-news-sobre-numero-de-presos-que-poderao-ser-soltos-caso-stf-exija-julgamento-de-3a-ou-4a-instancia/
[4] https://aosfatos.org/noticias/nao-e-verdade-que-decisao-do-stf-sobre-segunda-instancia-pode-beneficiar-1697-mil-presos/
[3] https://twitter.com/deltanmd/status/1185236423068344321
[1] https://twitter.com/RogerioCorreia_/status/1185235399368675328
[1] https://twitter.com/DCM_online/status/1185349568302596096
[1] https://www.diariodocentrodomundo.com.br/essencial/delegado-waldir-diz-que-milicias-digitais-atuam-dentro-do-palacio-do-planalto/
[1] https://twitter.com/deltanmd/status/1185236424511107074
[1] https://exame.abril.com.br/brasil/marinha-encontra-barril-com-logo-da-shell-ainda-cheio-perto-de-natal/
[1] https://twitter.com/jairbolsonaro/status/1185232863916167168
[1] https://twitter.com/DCM_online/status/1185323025773797381

Top URLs in Tweet in G7:
[1] https://twitter.com/SergioGor/status/1185329130922860544

Top URLs in Tweet in G8:
[7] https://twitter.com/FRemirus/status/1185003263793516546?s=20
[2] https://twitter.com/oann/status/1184542849225740288
[1] https://shop.donaldjtrump.com/products/get-over-it-tee-navy
[1] https://twitter.com/joelpollak/status/1184894132235296768

Top Domains
Top Domains in Tweet in Entire Graph:
[272] twitter.com
[22] youtube.com
[22] co.uk
[20] com.br
[15] dailycaller.com
[12] overlooked.com
[11] scmp.com
[9] trib.al
[9] bit.ly
[9] yahoo.com

Top Domains in Tweet in G1:
[13] twitter.com
[3] promiseskept.com
[1] co.uk
[1] newscorpse.com
[1] yahoo.com
[1] there.no
[1] bloomberg.com
[1] qmap.pub
[1] thegatewaypundit.com

Top Domains in Tweet in G2:
[3] thefederalist.com
[2] frontpageconfidential.com

Top Domains in Tweet in G3:
[82] twitter.com
[7] youtube.com
[6] com.br
[5] facebook.com
[5] co.uk
[4] wordpress.com
[2] washingtonexaminer.com
[2] urlocal.news
[2] curiouscat.me
[2] co.nz

Top Domains in Tweet in G4:
[12] overlooked.com
[8] twitter.com
[3] americanlookout.com
[2] thegatewaypundit.com
[1] nowtheendbegins.com
[1] therightscoop.com

Top Domains in Tweet in G5:
[8] twitter.com
[6] com.br
[4] aosfatos.org
[1] inf.br

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[10] twitter.com
[1] donaldjtrump.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] isapawithfeelings
[31] fakenews
[23] maga
[22] trumprallydallas
[11] kag
[11] fakenewsmedia
[9] evasionmasivatodoeldia
[9] bolsonaroestamoscontigo
[9] dallastrumprally
[8] trumprally



Top Hashtags in Tweet in G1:
[8] maga
[7] kag
[6] trumprally
[5] trumprallydallas
[5] trumprallytexas
[4] crybabytrump
[2] vape
[2] fakenewsexposedalert
[2] keepthewhitehouse
[2] qanon

Top Hashtags in Tweet in G2:
[1] dallasrally

Top Hashtags in Tweet in G3:
[7] fakenews
[5] evasionmasivatodoeldia
[4] dallastrumprally
[4] maga
[3] trumprallydallas
[2] exposecnn
[2] maga2020
[2] kag
[2] kag2020
[2] evasionmasiva

Top Hashtags in Tweet in G4:
[4] trumprallydallas
[2] fake
[2] britishindependence
[2] frexit
[2] giletsjaunes
[2] deepstatecorruption
[2] fakenewsmedia
[2] deepstatecoup
[2] spygate
[1] shit4brainsinchief

Top Hashtags in Tweet in G5:
[2] cpmidasfakenews
[2] morochefedaquadrilha
[1] moroedallagnolnacadeia
[1] impeachmentbolsonaroemorao
[1] fakenews

Top Hashtags in Tweet in G9:
[1] leikim

Top Words
Top Words in Tweet in Entire Graph:
[3125] Words in Sentiment List#1: Positive
[8763] Words in Sentiment List#2: Negative
[41] Words in Sentiment List#3: Angry/Violent
[111227] Non-categorized Words
[123115] Total Words
[4782] fake
[4588] news
[1160] trump
[956] media
[625] realdonaldtrump

Top Words in Tweet in G1:
[610] fake
[585] news
[518] realdonaldtrump
[180] media
[139] economy
[138] doing
[135] country
[134] corruption
[133] based
[133] condemn

Top Words in Tweet in G2:
[306] fake
[305] news
[279] media
[273] trump
[173] democrats
[168] mzhemingway
[165] partnership
[112] tomilahren
[107] president
[104] sure

Top Words in Tweet in G3:
[283] fake
[275] news
[36] e
[29] trump
[22] media
[21] s
[15] é
[13] real
[13] more
[11] up

Top Words in Tweet in G4:
[223] news
[208] fake
[94] cnn
[76] trump
[61] chatbycc
[59] president
[52] democrats
[47] amazing
[46] abracadabra
[46] looks

Top Words in Tweet in G5:
[202] fake
[201] news
[99] deltanmd
[85] em
[81] stf
[80] sobre
[79] instância
[68] mil
[66] está
[64] números

Top Words in Tweet in G6:
[210] último
[210] parecía
[210] fake
[210] news
[210] real
[210] presidencia
[210] confirma
[210] mandatario
[210] camino
[210] casa

Top Words in Tweet in G7:
[178] fake
[178] news
[165] media
[159] trump
[157] slyly
[157] flips
[157] bird
[156] chris57735990
[13] thehill
[3] people

Top Words in Tweet in G8:
[184] news
[167] fake
[127] trump
[82] never
[80] catturd2
[69] tire
[69] hearing
[69] rail
[69] against
[69] corrupt

Top Words in Tweet in G9:
[140] felipeneto
[130] acaba
[96] da
[94] quer
[94] joice
[93] opa
[93] então
[93] dizer
[93] confirmar
[93] publicamente

Top Words in Tweet in G10:
[225] mulvaney
[89] committed
[88] today
[88] course
[88] crime
[88] lots
[88] fact
[88] 5
[88] minutes
[88] later

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4267] fake,news
[829] news,media
[349] president,trump
[257] democrats,fake
[221] news,real
[210] último,parecía
[210] parecía,fake
[210] real,presidencia
[210] presidencia,confirma
[210] confirma,mandatario

Top Word Pairs in Tweet in G1:
[560] fake,news
[166] news,media
[132] tonight,forcefully
[132] forcefully,condemn
[132] condemn,blatant
[132] blatant,corruption
[131] number,based
[131] based,economy
[131] economy,well
[131] well,country

Top Word Pairs in Tweet in G2:
[305] fake,news
[279] news,media
[173] democrats,fake
[165] trump,democrats
[165] media,partnership
[165] mzhemingway,trump
[105] president,trump
[103] trump,tramples
[103] tramples,fake
[103] media,sure

Top Word Pairs in Tweet in G3:
[249] fake,news
[12] news,media
[8] news,fake
[6] democrats,fake
[6] quid,pro
[6] pro,quo
[6] ed,america
[5] medios,corruptos
[5] news,sobre
[4] news,e

Top Word Pairs in Tweet in G4:
[189] fake,news
[54] president,trump
[49] democrats,fake
[46] abracadabra,president
[46] trump,looks
[46] looks,amazing
[46] amazing,calm
[46] calm,cool
[46] cool,comfortable
[46] comfortable,confident

Top Word Pairs in Tweet in G5:
[201] fake,news
[60] senhor,está
[60] em,vez
[60] 190,mil
[59] dallagnol,espalha
[59] espalha,fake
[59] news,sobre
[59] sobre,número
[59] número,presos
[59] presos,poderão

Top Word Pairs in Tweet in G6:
[210] último,parecía
[210] parecía,fake
[210] fake,news
[210] news,real
[210] real,presidencia
[210] presidencia,confirma
[210] confirma,mandatario
[210] mandatario,camino
[210] camino,casa
[210] casa,pasó

Top Word Pairs in Tweet in G7:
[178] fake,news
[163] news,media
[157] trump,slyly
[157] slyly,flips
[157] flips,bird
[157] bird,fake
[156] chris57735990,trump
[5] thehill,fake
[3] almostjingo,sure
[3] sure,thank

Top Word Pairs in Tweet in G8:
[160] fake,news
[69] never,tire
[69] tire,hearing
[69] hearing,trump
[69] trump,rail
[69] rail,against
[69] against,corrupt
[69] corrupt,politicians
[69] politicians,puppets
[69] puppets,fake

Top Word Pairs in Tweet in G9:
[93] opa,então
[93] então,quer
[93] quer,dizer
[93] dizer,joice
[93] joice,acaba
[93] acaba,confirmar
[93] confirmar,publicamente
[93] publicamente,existência
[93] existência,da
[93] da,milícia

Top Word Pairs in Tweet in G10:
[88] mulvaney,today
[88] today,course
[88] course,committed
[88] committed,crime
[88] crime,lots
[88] lots,fact
[88] fact,mulvaney
[88] mulvaney,5
[88] 5,minutes
[88] minutes,later

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@deltanmd
@cnn
@nbcnews
@thehill
@mysterysolvent
@acosta
@nytimes
@manueladavila
@tomilahren

Top Replied-To in G1:
@realdonaldtrump
@nbcnews
@fahrenthold
@heidislilgirl
@teamtrump
@whitehouse
@ingrahamangle
@trump_ally
@martinaqqq
@work2much2

Top Replied-To in G2:
@tomilahren
@mzhemingway
@_the_psychonaut
@nbcnews
@joyride47216923
@bluerobotdesign

Top Replied-To in G4:
@cnn
@cnnpolitics
@realdonaldtrump
@jamesokeefeiii
@presssec
@msnbc
@secupp
@cnni
@thehill
@wolfblitzer

Top Replied-To in G5:
@deltanmd
@paulocamara40
@senadorhumberto
@stf_oficial
@jornalnacional
@mpf_pgr
@dcm_online
@joaoluizubatuba

Top Replied-To in G7:
@thehill
@chuckcallesto
@fokerkenny
@merrisalstoll
@almostjingo
@brokenscales

Top Replied-To in G8:
@catturd2
@maribburns
@thesixthchicken
@cnn
@nbcnews

Top Replied-To in G9:
@felipeneto
@rodrigocyiax
@rvianna
@_rafaell__

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@manupalominos
@mzhemingway
@chris57735990
@felipeneto
@cvpayne
@tomilahren
@charliekirk11
@brycetache
@catturd2

Top Mentioned in G1:
@realdonaldtrump
@donaldjtrumpjr
@cernovich
@nbcnews
@rsbnetwork
@nbcnightlynews
@katyturnbc
@peterhi32200905
@jali_cat
@nbcpolitics

Top Mentioned in G2:
@mzhemingway
@tomilahren
@elguapo64
@msavaarmstrong
@realdonaldtrump
@train702a
@chiefpolice2
@catturd2
@love82janet
@_the_psychonaut

Top Mentioned in G3:
@edavis152
@francis56057716
@votergop
@lgeek7
@1freshtake
@leocenisoficial
@sccoastaldude
@beth2_k3a
@mon53949129

Top Mentioned in G4:
@chatbycc
@cnn
@realdonaldtrump
@gop
@foxnews
@project_veritas
@tuckercarlson
@jim_jordan
@lindseygrahamsc
@gatorfun1

Top Mentioned in G5:
@deltanmd
@dcm_online
@amandafaudi
@gleisi
@haddaddebochado
@mpf_pgr
@denizes36433345
@deputadofederal
@jandira_feghali
@zeca_dirceu

Top Mentioned in G6:
@manupalominos
@adnradiochile

Top Mentioned in G7:
@chris57735990
@thehill
@richardstiller4
@almostjingo
@martymack61
@patpet1776
@catturd2
@apencilneck
@fcc

Top Mentioned in G8:
@catturd2
@thebradfordfile
@howleyreporter
@bucksexton
@chatbycc
@realdonaldtrump
@mzhemingway
@sonofnewriver
@tomilahren
@allaboutyah

Top Mentioned in G9:
@felipeneto
@zehdeabreu
@padilhando
@dcm_online
@rvianna
@dafhneperry
@_rafaell__

Top Mentioned in G10:
@brycetache
@angrierwhstaff

Top Tweeters
Top Tweeters in Entire Graph:
@paris_2015
@conelmazodando
@jim_peoples_
@immoralreport
@odio_nao
@tadeu_alves
@joefreedomlove
@sharneal
@jjauthor
@pparzival

Top Tweeters in G1:
@sharneal
@raumunz
@mite72
@usatopguns
@superyayadize
@carolynyadayada
@jali_cat
@prolifetexanusa
@abcnews
@o1d_dude

Top Tweeters in G2:
@jim_peoples_
@joefreedomlove
@myplace4u
@msavaarmstrong
@1catherinesiena
@peggyruppe
@frespirit01
@dsdr2011
@gardenofthegods
@whereisjustice0

Top Tweeters in G3:
@paris_2015
@tadeu_alves
@nascarnac
@mdlmurray
@lg4lg
@souza_maurilio
@etcanada
@jonathancohn
@egdsgn
@brunoxfonseca

Top Tweeters in G4:
@reuters
@foxnews
@chatbycc
@time
@erengwam
@cnbc
@wsj
@pinkk9lover
@cnn
@pjpaton

Top Tweeters in G5:
@aldonunes57
@arte_prima
@heldeni3rios
@genario_azevedo
@lulaparasempre
@katiaperuka
@veja
@sergiopribeirof
@eurobo36
@robsonhcosta

Top Tweeters in G6:
@veroprogreac
@adnradiochile
@carmenborbarnf
@maxistone93
@sebaaasalazar
@patagonianews
@elitocorrales
@_toboi
@circleees
@coke_lucho

Top Tweeters in G7:
@thehill
@organic2016
@anilns425
@jenniferevette6
@trumponly
@elizakbyrd
@cozy1614
@stillkicking62
@almostjingo
@wmwallace1911

Top Tweeters in G8:
@serafinos
@helloteamtrump
@powerglobalus
@owlwoman911_
@betseyross
@miltonespinozaf
@artmanjanet
@karmasquirrel17
@xformed
@rncat50

Top Tweeters in G9:
@dorismac64
@zehdeabreu
@juangbromero
@pedrohen
@rockyourbodyjt
@tici_santiago
@idiotbyhemmings
@reiscamis
@lipevergani
@dilmalife

Top Tweeters in G10:
@windmillcharger
@mayread3
@debratdmbg
@ncfarmer321
@dbble5
@carollarue
@ambode33
@ceajanet
@angela2132
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