fake news, Twitter, 9/11/2019 10:35:03 PM, 209482


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fake news_2019-09-11_13-44-31.xlsx
fake news_2019-09-11_13-44-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2019
Short Description:
fake news via NodeXL http://bit.ly/2Am6wdf
@realdonaldtrump
@cnn
@ligiadeassis
@vp
@jgnaredo
@gracie30122793
@carlosbolsonaro
@bolsonarosp
@donaldtrumpnyet
@theshahrukhazad

Top hashtags:
#gasolinazo
#changemymind
#envivo
#leikim
#fakenews
#joburgcbd
#video
#wedey4u

Description:
Description
The graph represents a network of 6,611 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 Wednesday, 11 September 2019 at 20:46 UTC.

The requested start date was Tuesday, 10 September 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, 33-minute period from Sunday, 08 September 2019 at 18:07 UTC to Monday, 09 September 2019 at 18:40 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 : 6611
Unique Edges : 7090
Edges With Duplicates : 990
Total Edges : 8080
Number of Edge Types : 3
Mentions : 6491
Tweet : 616
Replies to : 973
Self-Loops : 616
Reciprocated Vertex Pair Ratio : 0.00593342981186686
Reciprocated Edge Ratio : 0.01179686376061
Connected Components : 965
Single-Vertex Connected Components : 223
Maximum Vertices in a Connected Component : 3055
Maximum Edges in a Connected Component : 4473
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 6.727611
Graph Density : 0.000159066480452169
Modularity : 0.824951
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[67] https://twitter.com/oglobopolitica/status/1170728414317305857
[30] https://twitter.com/o_antagonista/status/1171084033163485189
[26] https://freebeacon.com/blog/cnn-fake-news-fail/
[24] https://www1.folha.uol.com.br/ilustrada/2019/09/prefeitura-usa-fake-news-em-pedido-ao-stf-para-tentar-manter-censura.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[18] https://www.ndtv.com/mumbai-news/what-mumbai-civic-body-chief-praveen-pardeshi-said-on-cutting-2-700-trees-for-metro-2098230
[17] https://overlooked.com/
[17] https://twitter.com/overlooked_inc/status/1130936549074300928?s=21
[17] https://istoe.com.br/roger-ultraje-a-rigor-e-sara-winter-a-favor-de-decisao-de-crivella/
[15] https://twitter.com/brandonstraka/status/1149536949662674944
[11] https://www.mumbailive.com/en/business/faye-dsouza-resigns-from-mirror-now-vinay-tewari-becomes-managing-editor-39422

Top URLs in Tweet in G1:
[8] https://www.politico.com/story/2019/09/08/trump-resort-air-force-probe-1485447
[1] https://newrightnetwork.com/2019/09/left-fake-news-weaponization-right-now-nrn-robby-soave.html/
[1] https://www.thegatewaypundit.com/2019/09/line-forms-48-hours-early-for-president-trumps-campaign-rally-in-fayetteville-north-carolina/
[1] https://twitter.com/mindseductionx/status/1171104161410277381?s=21
[1] https://twitter.com/JuliaDavisNews/status/1171061852555624449
[1] http://bit.ly/2ZOBbPa
[1] https://twitter.com/thedailybeast/status/1171035548703703040
[1] http://www.youtube.com/
[1] https://twitter.com/JudicialWatch/status/1170849300328275969
[1] https://variety.com/2019/biz/news/president-trump-att-cnn-msnbc-tweet-1203328513/

Top URLs in Tweet in G2:
[1] https://twitter.com/realdonaldtrump/status/1171118506089361409
[1] https://twitter.com/vp/status/1171128844092432384

Top URLs in Tweet in G3:
[3] https://apple.news/AQCoXoplBT8OwDq-V-xdLIg
[3] https://twitter.com/realdonaldtrump/status/1171118506089361409
[2] https://www.bbc.co.uk/news/technology-49615771
[2] https://www.reddit.com/r/technology/comments/d166au/fake_news_bbc_and_tech_firms_join_forces_to_fight/?utm_source=ifttt
[2] https://www1.folha.uol.com.br/amp/ilustrada/2019/09/prefeitura-usa-fake-news-em-pedido-ao-stf-para-tentar-manter-censura.shtml?__twitter_impression=true
[2] https://maduradas.com/le-contamos-jorge-rodiguez-cataloga-fake-news-articulo-la-revisa-semana-las-alianzas-maduro-las-farc-video/
[2] https://www.macobserver.com/news/facebooks-fake-news-loophole/
[2] https://edition.cnn.com/2019/09/09/politics/russia-us-spy-extracted/index.html
[2] https://twitter.com/VP/status/1171128844092432384
[1] https://www.express.co.uk/news/uk/1175249/Brexit-news-Boris-Johnson-no-deal-EU-exit-delay-Jeremy-Corbyn-Labour-Government

Top URLs in Tweet in G4:
[1] https://www.nationalreview.com/2019/07/emoluments-lawsuits-trump-wins-second-case/
[1] https://twitter.com/realdonaldtrump/status/1170437809796255745

Top URLs in Tweet in G5:
[4] https://twitter.com/zoo_bear/status/1169684946434191372?s=09
[2] https://www.dainiksaveratimes.com/punjab/malwa/news/woman-gave-threat-to-arrest-in-fake-rape-case-241459
[1] https://news.yahoo.com/us-had-extract-top-spy-150201942.html?soc_src=hl-viewer&soc_trk=tw

Top URLs in Tweet in G6:
[2] https://twitter.com/canal6dejulio/status/1150619612809170947
[1] https://twitter.com/leozuckermann/status/1171046062225838081
[1] http://bit.ly/2UIvEnC
[1] https://www.sinembargo.mx/07-09-2019/3641685?fbclid=IwAR1qh7VRXfyEow7h-GBLnanmWlGqoi61lmrogz49yAf8bIRI4f_0LRUsQZA#.XXOxEwNGKl0.facebook
[1] https://www.jornada.com.mx/ultimas/estados/2019/08/23/policia-y-gn-reprimen-protesta-de-padres-de-familia-en-veracruz-8528.html
[1] https://twitter.com/lopezobrador_/status/175269117421555712

Top URLs in Tweet in G8:
[29] https://twitter.com/o_antagonista/status/1171084033163485189
[1] https://www.youtube.com/watch?v=9cWM_gN0pSw&feature=youtu.be

[1] https://www.tercalivre.com.br/?p=114092

Top URLs in Tweet in G9:
[67] https://twitter.com/oglobopolitica/status/1170728414317305857
[17] https://istoe.com.br/roger-ultraje-a-rigor-e-sara-winter-a-favor-de-decisao-de-crivella/
[1] https://twitter.com/o_antagonista/status/1171084033163485189
[1] https://www.oantagonista.com/brasil/cartao-de-eduardo-nao-passa-e-assessor-paga/amp/
[1] https://www.brasil247.com/midia/coronel-ameaca-prender-carlos-bolsonaro-durante-cpmi-das-fake-news#.XXMTbKXpUNx.twitter

Top URLs in Tweet in G10:
[8] https://www.laiguana.tv/articulos/556430-revista-semana-fake-news-jorge-rodriguez-venezuela/
[4] http://www.lechuguinos.com/revista-semana-falsifico-documento-fanb/
[1] https://twitter.com/ceballosichaso/status/1171070605858398210
[1] https://twitter.com/maperezpirela/status/1171124971101446144

Top Domains
Top Domains in Tweet in Entire Graph:
[360] twitter.com
[64] com.br
[26] freebeacon.com
[24] youtube.com
[24] co.uk
[19] ndtv.com
[17] overlooked.com
[11] mumbailive.com
[9] politico.com
[9] laiguana.tv

Top Domains in Tweet in G1:
[10] twitter.com
[8] politico.com
[3] youtube.com
[2] bit.ly
[1] newrightnetwork.com
[1] thegatewaypundit.com
[1] variety.com
[1] mediabiasfactcheck.com
[1] vox.com
[1] magamedia.org

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G3:
[82] twitter.com
[5] co.uk
[4] com.br
[3] apple.news
[2] bbc.com
[2] dailywire.com
[2] youtube.com
[2] reddit.com
[2] maduradas.com
[2] macobserver.com

Top Domains in Tweet in G4:
[1] nationalreview.com
[1] twitter.com

Top Domains in Tweet in G5:
[4] twitter.com
[2] dainiksaveratimes.com
[1] yahoo.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] bit.ly
[1] sinembargo.mx
[1] com.mx

Top Domains in Tweet in G8:
[29] twitter.com
[1] youtube.com
[1] com.br

Top Domains in Tweet in G9:
[68] twitter.com
[17] com.br
[1] oantagonista.com
[1] brasil247.com

Top Domains in Tweet in G10:
[8] laiguana.tv
[4] lechuguinos.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[47] gasolinazo
[36] changemymind
[33] envivo
[30] leikim
[19] fakenews
[18] joburgcbd
[14] video
[11] wedey4u
[10] venezuelaindetenible
[10] oposicionmoralmentederrotada



Top Hashtags in Tweet in G1:
[4] presidentpussyassbitch
[2] kag2020
[2] fourmoreyears
[2] ppab
[2] impeachtrumpnow
[2] thingsweshouldcancel
[2] spygate
[2] promiseskept
[2] keepmarkersgreat
[1] trump2020

Top Hashtags in Tweet in G2:
[1] trump2020
[1] keepamericagreat
[1] trump2020landslide

Top Hashtags in Tweet in G3:
[2] sharpiegate2019
[2] socialmedia
[2] resist
[2] entrepreneur
[2] leadership
[2] singularity
[1] lm
[1] lobbygay
[1] gossip
[1] opinionepubblica

Top Hashtags in Tweet in G4:
[1] kag

Top Hashtags in Tweet in G5:
[3] fake_498a_cases
[3] fakedvcases
[3] fakerapecases
[3] mensuicide
[3] menscommission
[2] filthymouthedwife
[2] nolawsformen
[2] punishwomens
[2] fakecases
[2] misuseoffeministlaws

Top Hashtags in Tweet in G6:
[44] gasolinazo
[6] felizdomingo
[6] chairos
[2] amlotienepalabra
[1] elchairominuto
[1] elheraldoradio
[1] oposicionmoralmentederrotada
[1] oposicionchoricera
[1] oposiciónborolas
[1] nohaygasolinazo

Top Hashtags in Tweet in G8:
[29] leikim

Top Hashtags in Tweet in G9:
[1] leikim
[1] globolixo

Top Hashtags in Tweet in G10:
[33] envivo
[14] video
[8] venezuelaindetenible
[7] colombia
[5] tvesenvivo
[2] 9/9/2019 12:00:00 AM
[2] 0.5
[2] AM
[2] 9/9/2019 12:00:00 AM
[1] sebin

Top Words
Top Words in Tweet in Entire Graph:
[2560] Words in Sentiment List#1: Positive
[7923] Words in Sentiment List#2: Negative
[54] Words in Sentiment List#3: Angry/Violent
[116830] Non-categorized Words
[127314] Total Words
[4700] news
[4695] fake
[1411] realdonaldtrump
[1014] vp
[894] wi

Top Words in Tweet in G1:
[1352] news
[1289] realdonaldtrump
[1236] fake
[821] wi
[706] being
[706] vp
[701] meeting
[699] lot
[699] various
[698] reported

Top Words in Tweet in G2:
[270] news
[269] fake
[262] vp
[228] media
[227] office
[226] s
[226] never
[225] president
[225] dishonest
[224] absolutely

Top Words in Tweet in G3:
[240] fake
[240] news
[27] s
[24] media
[19] e
[17] é
[15] trump
[15] people
[14] president
[12] story

Top Words in Tweet in G4:
[162] go
[151] emoluments
[151] trump
[151] two
[151] best
[150] lawsuits
[150] wins
[150] big
[150] down
[150] one

Top Words in Tweet in G5:
[47] fake
[43] news
[22] र
[17] क
[14] shehla_rashid
[13] against
[12] स
[11] प
[10] twitter
[9] police

Top Words in Tweet in G6:
[87] fake
[85] news
[44] #gasolinazo
[33] epigmenioibarra
[33] nuevo
[29] derecha
[29] conservadora
[29] medios
[28] noticia
[26] han

Top Words in Tweet in G7:
[124] news
[123] fake
[114] imanmkwanazi
[8] julius_s_malema
[4] effsouthafrica
[3] spreading
[3] mandyafrica
[3] clearly
[3] hurt
[2] chatlas

Top Words in Tweet in G8:
[81] fake
[77] news
[42] e
[36] com
[34] é
[31] jairbolsonaro
[29] não
[29] qual
[29] #leikim
[29] proíbe

Top Words in Tweet in G9:
[105] e
[95] fake
[94] news
[71] não
[71] bolsonarosp
[70] ainda
[68] está
[67] agora
[67] são
[67] 13

Top Words in Tweet in G10:
[89] fake
[89] news
[82] jorgerpsuv
[57] colombia
[48] revista
[35] vicepresidente
[35] semana
[34] venezuela
[33] #envivo
[32] comunicación

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4314] fake,news
[774] news,being
[769] lot,fake
[766] being,reported
[765] reported,overruled
[765] overruled,vp
[765] vp,various
[765] various,advisers
[765] advisers,potential
[765] potential,camp

Top Word Pairs in Tweet in G1:
[1176] fake,news
[698] camp,david
[697] lot,fake
[697] news,being
[697] being,reported
[697] reported,overruled
[697] overruled,vp
[697] vp,various
[697] various,advisers
[697] advisers,potential

Top Word Pairs in Tweet in G2:
[269] fake,news
[225] dishonest,media
[224] s,absolutely
[224] absolutely,right
[224] right,mr
[224] mr,president
[224] president,more
[224] more,fake
[224] news,dishonest
[224] media,never

Top Word Pairs in Tweet in G3:
[210] fake,news
[12] news,fake
[6] s,fake
[5] é,fake
[5] news,bbc
[5] bbc,tech
[5] tech,firms
[5] firms,join
[5] join,forces
[5] forces,fight

Top Word Pairs in Tweet in G4:
[150] emoluments,lawsuits
[150] lawsuits,trump
[150] trump,wins
[150] wins,big
[150] big,two
[150] two,down
[150] down,one
[150] one,go
[150] go,national
[150] national,review

Top Word Pairs in Tweet in G5:
[38] fake,news
[7] shehla_rashid,doing
[7] police,registered
[7] registered,fir
[7] fir,against
[7] प,र
[6] dear,twitter
[6] twitter,delhi
[6] delhi,police
[6] against,shehla_rashid

Top Word Pairs in Tweet in G6:
[85] fake,news
[29] derecha,conservadora
[25] hubo,habrá
[25] medios,han
[24] habrá,#gasolinazo
[24] #gasolinazo,derecha
[24] conservadora,miente
[24] miente,nuevo
[24] nuevo,medios
[24] han,publicado

Top Word Pairs in Tweet in G7:
[123] fake,news
[113] imanmkwanazi,fake
[4] julius_s_malema,effsouthafrica
[3] clearly,hurt
[2] chatlas,julius_s_malema
[2] mandyafrica,julius_s_malema
[2] common135,julius_s_malema
[2] effsouthafrica,caption
[2] caption,fake
[2] news,spreading

Top Word Pairs in Tweet in G8:
[77] fake,news
[29] news,#leikim
[29] #leikim,proíbe
[29] proíbe,isso
[29] isso,período
[29] período,eleitoral
[28] carteiroreaca,fake
[25] qual,é
[25] é,original
[25] original,longe

Top Word Pairs in Tweet in G9:
[94] fake,news
[68] ainda,não
[67] news,agora
[67] agora,são
[67] são,13
[67] 13,08h
[67] 08h,está
[67] está,correndo
[67] correndo,tudo
[67] tudo,bem

Top Word Pairs in Tweet in G10:
[89] fake,news
[32] revista,semana
[31] ante,medios
[31] semana,colombia
[27] vicepresidente,comunicación
[27] desmontar,nuevo
[27] nuevo,intento
[26] minutos,compareceré
[26] compareceré,ante
[26] medios,desmontar

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@hosousarj
@o_antagonista
@felipeneto
@cnn
@vp
@emilioalvarezi
@thehill
@msnbc
@cnbc

Top Replied-To in G1:
@realdonaldtrump
@cnn
@chriscuomo
@msnbc
@real_defender
@jxgilly
@annaapp91838450
@theone20152016
@trumpwarroom
@tomfitton

Top Replied-To in G2:
@vp
@realdonaldtrump
@javimorgado
@michaelcoudrey

Top Replied-To in G4:
@kevinbooker212
@randyrrquaid
@rudygiuliani

Top Replied-To in G5:
@incindia
@cernovich
@rawat_narayan
@chrissyteigen
@rajuseth1980
@modibharosa
@vivekagnihotri
@payal_rohatgi
@kmanojmenon
@imrankhanpti

Top Replied-To in G6:
@emilioalvarezi
@jgnaredo
@jesusrcuevas
@senadoresdelpan
@makugo
@lasillarota
@leozuckermann
@albertopdza
@mandrake_mx
@taniatwinkle

Top Replied-To in G7:
@chatlas
@mandyafrica
@ujamaa_
@ahpdeb
@mtwanaxabiso
@common135

Top Replied-To in G8:
@o_antagonista
@renansantosmbl
@g0mesphilp
@leitoashow
@oglobopolitica

Top Replied-To in G9:
@bolsonarosp
@leiarachor

Top Replied-To in G10:
@mmv1965

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@cnn
@vp
@rudygiuliani
@imanmkwanazi
@jorgerpsuv
@bolsonarosp
@dearauntcrabby
@westwingreport
@_olcoski

Top Mentioned in G1:
@realdonaldtrump
@cnn
@mmpadellan
@real_defender
@annaapp91838450
@theinrich22
@chatbycc
@chrisjzullo
@dcrobman
@vp

Top Mentioned in G2:
@vp
@realdonaldtrump
@rednationrising
@djheermans
@deblynnsenger

Top Mentioned in G3:
@dralnashwan
@clark51austin
@tefomohapi
@andrewtdtd
@gjeanmiller1
@edavis152
@mikeschaf

Top Mentioned in G4:
@rudygiuliani
@randyrrquaid
@realdonaldtrump
@kevinbooker212
@vp
@beaglebaby72
@rose56745469

Top Mentioned in G5:
@shehla_rashid
@twitter
@narendramodi
@rsprasad
@ippatel
@bdutt
@twitterindia
@ani
@pti_news
@unhumanrights

Top Mentioned in G6:
@epigmenioibarra
@lopezobrador_
@hacienda_mexico
@jgnaredo
@el_universal_mx
@excelsior
@jtrianat
@ferbelaunzaran
@manuelbartlett
@elheraldo_mx

Top Mentioned in G7:
@imanmkwanazi
@julius_s_malema
@effsouthafrica
@paulivw
@mandyafrica
@common135

Top Mentioned in G8:
@jairbolsonaro
@carteiroreaca
@lets_dex
@allanfrutuozo
@villela206
@rodrigomaia
@renansantosmbl
@caipiratemplar4
@o_antagonista
@terca_livre

Top Mentioned in G9:
@bolsonarosp
@roxmo
@carlosbolsonaro
@moniquecheker
@silviogrimaldo
@senadofederal
@gen_heleno
@sf_moro
@davialcolumbre
@carteiroreaca

Top Mentioned in G10:
@jorgerpsuv
@mippcivzla
@vtvcanal8
@vicevenezuela
@maperezpirela
@tele
@tuiterochavista
@ccolba21
@erikaosanoja
@lechuguinos_com

Top Tweeters
Top Tweeters in Entire Graph:
@entornoi
@lasillarota
@kanekos69
@independent
@joefreedomlove
@asamoh_
@isidormeyer1
@el_universal_mx
@vtvcanal8
@ibhagwa_n

Top Tweeters in G1:
@free_media_hub
@clark7950
@tea_party_chris
@jorgelcardenas
@dcexaminer
@horseshort
@chatbycc
@darhar981
@annaapp91838450
@gracecourtwrig3

Top Tweeters in G2:
@joefreedomlove
@raumunz
@anilns425
@hwholcomb
@trotalex
@2_bluestarmom
@grannygethealth
@ptsd1471
@rednationrising
@calling12001

Top Tweeters in G3:
@dancas2
@notifalcon
@elpitazotv
@evanderburg
@maduradascom
@geoffkernow
@inky_mark
@sanguebom160
@madhyamam
@heatforlife713

Top Tweeters in G4:
@princessbibirf_
@quicksilver2723
@cheri_kentucky
@z_chrissie
@rafat777
@skippymanuel
@goldwaterkid65
@indyjasa
@oma8612
@wwjdeux

Top Tweeters in G5:
@dna
@rawat_narayan
@ani
@mynation_net
@truth7_
@bjp4india
@ghoshworld
@onepakistani
@bdutt
@trtworld

Top Tweeters in G6:
@lasillarota
@el_universal_mx
@excelsior
@epigmenioibarra
@ferbelaunzaran
@axtzco63
@lajornadaonline
@bagesmabara3
@sdpnoticias
@anibalmorillo1

Top Tweeters in G7:
@chatlas
@legendary_thato
@idomagirl
@nrs_xquizite
@juniamafia
@essienslone
@kamikray
@pebi_kb
@tcmangadi
@le_apip

Top Tweeters in G8:
@doragouvea
@gabsnaps072
@cleberbuneko
@murphybr2009
@mandy_m__
@euclidesilveira
@dvdnasc
@jwellingtonmelo
@o_antagonista
@actionfleet

Top Tweeters in G9:
@moacyrodrigues
@jrodrigues1954
@gilcoleman
@rosamariaferr10
@leiarachor
@roxmo
@gizelle_galvao
@ligiadeassis
@nanda_olive
@washingtonncp

Top Tweeters in G10:
@vtvcanal8
@reporteya
@tvesaldia
@ccolba21
@lechuguinos_com
@a_subversivo
@shaktive
@angeloponi
@aztileyzaid
@f_rassta