fake news, Twitter, 2/10/2020 12:04:19 PM, 220870


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fake news_2020-02-09_23-42-20.xlsx
fake news_2020-02-09_23-42-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 10, 2020
Short Description:
fake news via NodeXL http://bit.ly/38hOVm2
@realdonaldtrump
@myjourneymyself
@cnn
@felipeneto
@romonaperry13
@debz_up
@maga4patriots
@jack
@perpetualmaniac
@j_trumpin

Top hashtags:
#sooraraipottru
#กราดยิงโคราช
#mainemendoza
#donkissfam
#donkiss
#coronavirus

Description:
Description
The graph represents a network of 7,318 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, 10 February 2020 at 07:43 UTC.

The requested start date was Monday, 10 February 2020 at 01:01 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, 51-minute period from Saturday, 08 February 2020 at 10:51 UTC to Sunday, 09 February 2020 at 11:43 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
Vertices : 7318
Unique Edges : 7829
Edges With Duplicates : 322
Total Edges : 8151
Number of Edge Types : 4
Replies to : 1066
Mentions : 1659
MentionsInRetweet : 4562
Tweet : 864
Self-Loops : 864
Reciprocated Vertex Pair Ratio : 0.00562350625615071
Reciprocated Edge Ratio : 0.0111841185516566
Connected Components : 1435
Single-Vertex Connected Components : 332
Maximum Vertices in a Connected Component : 771
Maximum Edges in a Connected Component : 1206
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.483658
Graph Density : 0.000133586559515044
Modularity : 0.905799
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 7,318 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, 10 February 2020 at 07:43 UTC.

The requested start date was Monday, 10 February 2020 at 01:01 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, 51-minute period from Saturday, 08 February 2020 at 10:51 UTC to Sunday, 09 February 2020 at 11:43 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : fake news
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] https://www.theguardian.com/us-news/2020/feb/08/trump-tan-line-picture-forehead-hair?CMP=share_btn_tw
[24] https://noticias.uol.com.br/confere/ultimas-noticias/2019/04/23/montagem-falsifica-imagem-e-coloca-fuzil-ao-lado-da-ex-presidente-dilma.htm
[22] https://www.theguardian.com/us-news/2020/feb/08/trump-tan-line-picture-forehead-hair?utm_term=Autofeed&CMP=edit_2221&utm_medium=Social&utm_source=Twitter#Echobox=1581199994
[13] https://www.theguardian.com/australia-news/2016/feb/10/liberals-took-rolex-and-other-designer-watches-assuming-they-were-were-fake?CMP=share_btn_tw
[12] https://www.theguardian.com/us-news/2020/feb/08/trump-tan-line-picture-forehead-hair
[10] https://www.theblaze.com/news/aoc_fake_economist?utm_content=buffer396d0&utm_medium=referral&utm_source=twitter&utm_campaign=tw-theblaze
[9] https://www.theguardian.com/us-news/2020/feb/08/trump-tan-line-picture-forehead-hair?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter#Echobox=1581201572
[8] https://twitter.com/realdonaldtrump/status/1226222654019035142
[6] https://www.diariodocentrodomundo.com.br/essencial/antagonista-publica-fake-news-sobre-greenwald-e-desmentido-pelo-jornalista-e-apaga-noticia/
[5] https://www.youtube.com/watch?v=knfLORnwSQA&feature=youtu.be


Top URLs in Tweet in G1:
[1] https://twitter.com/olivianuzzi/status/1223302455276064770
[1] http://Instagram.com/chuckcallesto
[1] https://twitter.com/cnn/status/1226000468691869696
[1] https://twitter.com/brithume/status/1226410236694712320
[1] https://www.theguardian.com/us-news/2020/feb/08/trump-tan-line-picture-forehead-hair
[1] https://podcasts.apple.com/us/podcast/the-tent/id1477878444?i=1000464771756
[1] https://twitter.com/realdonaldtrump/status/1226222654019035142
[1] https://nbcnews.to/2S7G1BG
[1] https://itunes.apple.com/app/apple-store/id384101264?pt=300983&ct=social-shares-in-app&mt=8
[1] https://mol.im/a/7981523

Top URLs in Tweet in G2:
[11] https://www.theguardian.com/us-news/2020/feb/08/trump-tan-line-picture-forehead-hair
[11] https://www.theguardian.com/us-news/2020/feb/08/trump-tan-line-picture-forehead-hair?CMP=share_btn_tw
[5] https://twitter.com/realdonaldtrump/status/1226222654019035142
[3] https://clashdaily.com/2020/02/it-is-all-fake-news/?utm_source=dlvr.it&utm_medium=twitter
[2] https://play.google.com/store/apps/details?id=com.iacobellis.tommaso.lucieombre
[2] https://twitter.com/zurairi/status/1226376920033415168
[2] https://www.news18.com/news/india/fake-sting-case-tv-channels-editor-gets-bail-290176.html
[2] https://twitter.com/realDonaldTrump/status/1226222654019035142
[2] https://www.theguardian.com/us-news/2020/feb/08/trump-tan-line-picture-forehead-hair?CMP=Share_AndroidApp_Tweet
[2] https://twitter.com/adamboultonSKY/status/1226452660477464582

Top URLs in Tweet in G3:
[1] https://epoca.globo.com/guilherme-amado/policial-lotado-em-gabinete-de-deputado-do-psl-foi-primeiro-disparar-video-fake-de-felipe-neto-24236795

Top URLs in Tweet in G4:
[9] https://www.theguardian.com/us-news/2020/feb/08/trump-tan-line-picture-forehead-hair?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter#Echobox=1581201572
[4] https://www.usatoday.com/story/news/nation/2020/02/07/michigan-sheriff-mike-bouchard-fake-police-officer/4692974002/
[1] https://twitter.com/realdonaldtrump/status/1226154000971681795
[1] https://nymag.com/intelligencer/2020/02/trump-real-photo-orange-tan-skin.html
[1] https://twitter.com/ameliagentleman/status/1225786019636707328

Top URLs in Tweet in G5:
[1] https://www.thegatewaypundit.com/2020/02/president-trump-blasts-fake-news-media-for-praising-leaker-vindman-after-firing-insubordinate-problems-with-judgement/
[1] https://www.thegatewaypundit.com/2020/01/fake-news-networks-cover-for-dems-and-bidens-abc-cbs-nbc-black-out-pam-bondis-damning-presentation-exposing-biden-burisma-corruption/
[1] https://dailycaller.com/2020/02/07/christopher-steele-trump-fake-dossier/
[1] https://www.washingtonexaminer.com/news/steele-admitted-in-court-he-used-unverified-website-to-support-the-trump-dossier
[1] https://www.walesonline.co.uk/news/wales-news/sufiyan-ahmed-daniel-mohammed-court-17711105?utm_source=facebook&utm_medium=social&utm_campaign=wales_swansea
[1] https://www.dailymail.co.uk/news/article-7981523/Pete-Buttigiegs-campaign-slammed-adding-fake-laughter-applause-CNN-town-hall-clips.html
[1] https://www.militarytimes.com/news/pentagon-congress/2019/02/27/trumps-lawyer-no-basis-for-presidents-medical-deferment-from-vietnam/

Top URLs in Tweet in G7:
[2] https://hindi.news18.com/news/uttar-pradesh/lucknow-allegations-set-in-mp-mla-court-against-bjp-mla-dheerendra-bahadur-singh-in-fake-marksheet-case-lucknow-uttar-pradesh-uprm-upas-2838589.html
[1] https://www.telegraphindia.com/india/the-fake-quake/cid/1743314
[1] https://www.telegraphindia.com/india/pms-word-expunged/cid/1743326#.Xj4P8_U2_Pc.twitter
[1] https://www.altnews.in/pm-modi-quotes-faking-news-in-parliament-to-target-former-jk-cm-omar-abdullah/

Top URLs in Tweet in G8:
[2] https://twitter.com/finminindia/status/1225473102756212737?s=21
[1] http://a.msn.com/00/en-in/BBZLuhC?ocid=st2
[1] https://www.youtube.com/watch?v=2d9EnB8v9Ew

[1] https://www.telegraphindia.com/india/the-fake-quake/cid/1743314?utm_source=twitter&utm_medium=social&utm_campaign=tt_daily_twit
[1] https://twitter.com/INCIndia/status/1225656036289171456
[1] https://vijaykarnataka.com/news/fact-check/pm-modi-attributes-fake-quote-from-satirical-article-to-omar-abdullah/articleshow/74028029.cms?utm_campaign=FEB20&utm_medium=Dileep&utm_source=Twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[302] twitter.com
[106] theguardian.com
[42] com.br
[28] youtube.com
[25] co.uk
[13] theblaze.com
[12] news18.com
[9] bit.ly
[9] oantagonista.com
[8] yahoo.com

Top Domains in Tweet in G1:
[13] twitter.com
[3] theguardian.com
[2] apple.com
[1] instagram.com
[1] nbcnews.to
[1] mol.im
[1] gettyimages.es
[1] washingtonpost.com
[1] military.com

Top Domains in Tweet in G2:
[109] twitter.com
[30] theguardian.com
[6] youtube.com
[4] co.uk
[3] clashdaily.com
[2] yahoo.com
[2] google.com
[2] com.br
[2] rt.com
[2] news18.com

Top Domains in Tweet in G3:
[1] globo.com

Top Domains in Tweet in G4:
[9] theguardian.com
[4] usatoday.com
[2] twitter.com
[1] nymag.com

Top Domains in Tweet in G5:
[2] thegatewaypundit.com
[2] co.uk
[1] dailycaller.com
[1] washingtonexaminer.com
[1] militarytimes.com

Top Domains in Tweet in G7:
[2] telegraphindia.com
[2] news18.com
[1] altnews.in

Top Domains in Tweet in G8:
[3] twitter.com
[1] msn.com
[1] youtube.com
[1] telegraphindia.com
[1] vijaykarnataka.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[124] sooraraipottru
[53] กราดยิงโคราช
[31] mainemendoza
[28] donkissfam
[28] donkiss
[24] coronavirus
[21] sanathebbwinner
[21] daddysgurlparasataal
[20] valimai
[18] valimaidiwali



Top Hashtags in Tweet in G1:
[11] kag
[5] trump2020
[4] maga
[3] sotu
[2] demdebate
[2] kag2020
[1] trumpderangmentsyndromeisreal
[1] trump2020landslide
[1] twitter
[1] fakepete

Top Hashtags in Tweet in G2:
[5] trump
[4] coronavirus
[3] delhielection
[3] china
[2] wuhan
[2] fakenews
[2] trump2020
[2] sudhirchaudhary
[2] orangeface
[1] catholic

Top Hashtags in Tweet in G4:
[1] mangomussolini

Top Hashtags in Tweet in G5:
[8] birmingham
[1] swansea
[1] wales

Top Hashtags in Tweet in G7:
[1] chairneedstodohisduty
[1] modiinloksabha

Top Hashtags in Tweet in G8:
[2] चल_झूठा
[1] pmcbank
[1] economicsurvey2020
[1] pmmodi
[1] fakequote
[1] satiricalarticle
[1] omarabdullah

Top Hashtags in Tweet in G10:
[124] sooraraipottru
[6] veyyonsilli
[1] veyyonsillisinglefromfeb13

Top Words
Top Words in Tweet in Entire Graph:
[2281] Words in Sentiment List#1: Positive
[9005] Words in Sentiment List#2: Negative
[89] Words in Sentiment List#3: Angry/Violent
[120346] Non-categorized Words
[131632] Total Words
[5438] fake
[4796] news
[401] क
[383] trump
[330] vindman

Top Words in Tweet in G1:
[401] fake
[375] news
[292] realdonaldtrump
[199] cnn
[163] vindman
[156] think
[155] keep
[154] talking
[154] wonderful
[153] msdnc

Top Words in Tweet in G2:
[347] fake
[330] news
[44] trump
[33] image
[30] orange
[30] viral
[29] line
[29] goes
[28] cries
[28] dramatic

Top Words in Tweet in G3:
[185] fake
[169] felipeneto
[100] news
[85] vídeo
[85] pessoas
[85] eu
[84] favor
[84] respondam
[84] tweet
[84] prints

Top Words in Tweet in G4:
[802] fake
[151] news
[130] weird
[129] maralagopoolboy
[129] until
[129] president
[129] hair
[129] teeth
[16] guardian
[14] trump

Top Words in Tweet in G5:
[134] vindman
[106] trump
[84] fake
[82] news
[77] american
[68] hero
[67] myjourneymyself
[67] blasts
[67] praising
[67] calling

Top Words in Tweet in G6:
[136] fake
[136] news
[136] น
[122] ก
[121] จะรายงาน
[121] ซะหน
[121] อย
[121] ท
[121] รมต
[121] ทำง

Top Words in Tweet in G7:
[305] क
[227] र
[155] म
[146] न
[145] त
[144] ह
[142] व
[139] बस
[139] इट
[107] news

Top Words in Tweet in G8:
[119] news
[63] fake
[52] ttindia
[52] modi
[52] quoted
[52] faking
[52] floor
[52] parliament
[52] very
[52] same

Top Words in Tweet in G9:
[96] year
[96] 2003
[96] sars
[96] outbreak
[96] spread
[96] fake
[96] news
[96] unneeded
[96] panic
[96] whatsapp

Top Words in Tweet in G10:
[234] fake
[202] news
[124] #sooraraipottru
[117] dear
[117] friends
[117] believe
[117] unknown
[117] sources
[117] audio
[117] launch

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4247] fake,news
[183] realdonaldtrump,fake
[169] news,cnn
[167] spreading,fake
[156] spread,fake
[156] त,ह
[154] think,wonderful
[153] cnn,msdnc
[153] msdnc,keep
[153] keep,talking

Top Word Pairs in Tweet in G1:
[358] fake,news
[183] realdonaldtrump,fake
[164] news,cnn
[154] think,wonderful
[153] cnn,msdnc
[153] msdnc,keep
[153] keep,talking
[153] talking,lt
[153] lt,col
[153] col,vindman

Top Word Pairs in Tweet in G2:
[290] fake,news
[29] news,image
[29] goes,viral
[28] cries,fake
[28] image,dramatic
[28] dramatic,orange
[28] line,goes
[27] orange,line
[26] trump,cries
[7] spreading,fake

Top Word Pairs in Tweet in G3:
[100] fake,news
[85] vídeo,fake
[84] favor,respondam
[84] respondam,tweet
[84] tweet,prints
[84] prints,todas
[84] todas,pessoas
[84] pessoas,vocês
[84] vocês,virem
[84] virem,compartilhando

Top Word Pairs in Tweet in G4:
[150] fake,news
[129] weird,fake
[129] news,until
[129] until,fake
[129] fake,president
[129] president,fake
[129] fake,hair
[129] hair,fake
[129] fake,teeth
[129] teeth,fake

Top Word Pairs in Tweet in G5:
[80] fake,news
[67] trump,blasts
[67] blasts,fake
[67] news,praising
[67] praising,vindman
[67] vindman,calling
[67] calling,patriotic
[67] patriotic,hero
[67] hero,vindman
[67] vindman,problems

Top Word Pairs in Tweet in G6:
[136] fake,news
[121] จะรายงาน,fake
[121] news,ซะหน
[121] ซะหน,อย
[121] อย,ท
[121] ท,น
[121] น,รมต
[121] รมต,ทำง
[121] ทำง,ก
[121] ก,บประชาชนได

Top Word Pairs in Tweet in G7:
[139] व,बस
[139] बस,इट
[139] इट,क
[138] क,न
[138] न,म
[138] त,ह
[71] प,र
[71] क,ल
[70] र,प
[69] म,faking

Top Word Pairs in Tweet in G8:
[62] fake,news
[52] modi,quoted
[52] quoted,faking
[52] faking,news
[52] news,floor
[52] floor,parliament
[52] parliament,very
[52] very,same
[52] same,day
[52] day,ravi

Top Word Pairs in Tweet in G9:
[96] year,2003
[96] 2003,sars
[96] sars,outbreak
[96] outbreak,spread
[96] spread,fake
[96] fake,news
[96] news,unneeded
[96] unneeded,panic
[96] panic,whatsapp
[96] whatsapp,telegram

Top Word Pairs in Tweet in G10:
[202] fake,news
[117] dear,friends
[117] friends,believe
[117] believe,unknown
[117] unknown,sources
[117] sources,#sooraraipottru
[117] #sooraraipottru,audio
[117] audio,launch
[117] launch,fake
[117] news,completely

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@o_antagonista
@folha
@whitehouse
@cnn
@ankitbharadwaj3
@guyverhofstadt
@drpenking
@brianstelter
@direkchrism

Top Replied-To in G1:
@realdonaldtrump
@whitehouse
@cnn
@juddlegum
@washingtonpost
@fahrenthold
@chuckcallesto
@nytimes
@mnwvdl
@chaselevangie

Top Replied-To in G3:
@felipeneto
@brunoenglerdm
@jwmirisola
@dorafigueiredo

Top Replied-To in G4:
@guardian
@maralagopoolboy

Top Replied-To in G5:
@mpsmithnews
@noplacelikeomx3
@babysgramma
@snarbi
@david13353252
@dailycaller

Top Replied-To in G6:
@ceeeeeeeeeeeeb1

Top Replied-To in G8:
@i_theindian
@incindia
@mohfw_india
@beastoftraal
@ttindia

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@cnn
@felipeneto
@maralagopoolboy
@tuamaple
@joakimgomez
@hari_aisfc
@myjourneymyself
@darkchocokiss86
@ouuuilove

Top Mentioned in G1:
@realdonaldtrump
@cnn
@potus
@nid_tuk
@strategyusa
@chuckcallesto
@msnbc
@cnnpolitics
@housedemocrats
@photowhitehouse

Top Mentioned in G2:
@eutimesnet
@gigibeltrame

Top Mentioned in G3:
@felipeneto
@ronaldrios
@pedrotourinho
@felipenet
@revistaepoca
@moura_101
@matheusmandy
@maurocezar
@_thiagofranklin
@allandospanos

Top Mentioned in G4:
@maralagopoolboy
@guardian
@thedemcoalition
@usatoday
@sharpeleven
@tracy9672
@katherineoma
@joynorthga

Top Mentioned in G5:
@myjourneymyself
@j_trumpin
@scalyonee1977
@teaboots
@theycallmetomo1
@dailycaller
@msavaarmstrong
@nra
@nracountry
@realdonaldtrump

Top Mentioned in G6:
@tuamaple
@brian_the_lover
@meijikill

Top Mentioned in G7:
@vinodkapri
@mahuamoitra
@beg_ilyas
@navodaya89
@jigneshmevani80

Top Mentioned in G8:
@ttindia
@nsitharaman
@pmoindia
@bjp4india
@narendramodi
@incmumbai
@anildambani
@incindia
@rssorg
@wikipedia

Top Mentioned in G9:
@joakimgomez

Top Mentioned in G10:
@hari_aisfc
@marley_memes
@suriyarasigan05
@bhuvan_suriya
@clementantony07
@suriyamaara
@suganth_balu

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@medicinehelp
@tommybrain
@s9tmt
@n_carvalheira
@claudosky
@diraholanda
@iacobellist
@raybae689
@lorna_palima

Top Tweeters in G1:
@yymods
@reneecarrollaz
@ouchinagirl
@winyanstaz
@nytimes
@jali_cat
@mboksr_maga
@washingtonpost
@cnbc
@politico

Top Tweeters in G2:
@tomthunkitsmind
@medicinehelp
@tommybrain
@iacobellist
@jabbatm
@samanda666
@censelio
@radiomilazzo
@emotions_bot
@eire353

Top Tweeters in G3:
@trunfim
@carlapola
@betozsantos
@ghettr00
@jwmirisola
@pollima36
@portwgas
@soyfabiane
@kerlenrs
@maurocezar

Top Tweeters in G4:
@guardian
@jrbkjrbk
@alaskarebel
@pushandpulljlm
@usatoday
@sharpeleven
@lovestained555
@gracegrace90
@usimpeachtrump
@197winstonsmith

Top Tweeters in G5:
@debrammason1
@babysgramma
@msavaarmstrong
@websterelizabet
@dailycaller
@barbara72468224
@ughtohillary
@pmswolfy
@karen_erotoo1
@lightning989

Top Tweeters in G6:
@toyubomm
@nothingz7
@1995_0519
@sdnblink_
@jb____n
@fiffykung
@n_feather
@brian_the_lover
@chunlesz
@beau_nmn

Top Tweeters in G7:
@satyender_siroh
@shivrajmathur1
@sharmaanildelhi
@jaq577
@choosegudperson
@beg_ilyas
@diliplohia
@gill7gurdarshan
@sk79725837
@atulgrwl

Top Tweeters in G8:
@iamrana
@airnewsalerts
@priyabratat
@pib_india
@bjp4india
@chirag24576
@i_theindian
@bucketheadcase
@urbanxpat
@ddnewslive

Top Tweeters in G9:
@kappasuikaaa
@lilitherebus
@ramzieeeee
@kriara_
@sophiaxtelle
@pancakesprince
@hba_twt
@akyyjr
@ohheyitsmie
@_seokjins

Top Tweeters in G10:
@athreyadaw_01
@sivabal10309773
@benin_offl
@marley_memes
@gokul66320904
@ajai_aju
@thishon_abi
@sharan_sapphire
@surriya037
@raviprasath959


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