#TTOCon, Twitter, 10/11/2019 4:04:39 AM, 212593


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#TTOCon_2019-10-10_20-56-04.xlsx
#TTOCon_2019-10-10_20-56-04.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 11, 2019
Short Description:
#TTOCon via NodeXL http://bit.ly/2MzsOxt
@ttoconference
@rasmus_kleis
@katestarbird
@stefanie2000
@amyxzh
@sjnrth
@asippi
@mgalle
@bodaceacat
@numadhamani

Top hashtags:
#ttocon
#disinformation
#misinformation
#nlproc
#blacklivesmatter
#propaganda
#verification

Description:
Description
The graph represents a network of 510 Twitter users whose recent tweets contained "#TTOCon", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 11 October 2019 at 03:56 UTC.

The tweets in the network were tweeted over the 7-day, 6-hour, 25-minute period from Thursday, 03 October 2019 at 10:52 UTC to Thursday, 10 October 2019 at 17:17 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:
[11] https://www.slideshare.net/MartinoMensio/news-source-credibility-in-the-eyes-of-different-assessors
[9] https://twitter.com/DCorney/status/1179687700112318464
[7] https://disinformationindex.org/wp-content/uploads/2019/09/GDI_Ad-tech_Report_Screen_AW16.pdf
[6] https://threadreaderapp.com/thread/1180707446777618432.html
[6] https://twitter.com/TTOConference/status/1180083552144297984
[6] https://www.jrappaz.com/static/MediaObsTTO.pdf
[3] https://figshare.com/articles/Twitter_Death_Hoaxes_dataset/5688811
[2] http://oro.open.ac.uk/67033/
[2] https://faktaassistenten.sh.se/?p=226
[2] https://www.ipsos.com/sites/default/files/ct/publication/documents/2019-09/ipsos-mori-trust-the-truth-event_0.pdf

Top URLs in Tweet in G1:
[7] https://twitter.com/DCorney/status/1179687700112318464
[6] https://twitter.com/TTOConference/status/1180083552144297984
[6] https://threadreaderapp.com/thread/1180707446777618432.html
[2] https://disinformationindex.org/wp-content/uploads/2019/09/GDI_Ad-tech_Report_Screen_AW16.pdf
[1] https://twitter.com/amyxzh/status/1180440618553790464
[1] https://is.gd/ttosurvey
[1] https://twitter.com/DCorney/status/1180398834905694210
[1] https://twitter.com/gkazai/status/1180408789973032960
[1] https://twitter.com/asippi/status/1180493914949783562
[1] https://developers.google.com/search/docs/data-types/factcheck

Top URLs in Tweet in G2:
[2] https://faktaassistenten.sh.se/?p=226
[2] https://www.ipsos.com/sites/default/files/ct/publication/documents/2019-09/ipsos-mori-trust-the-truth-event_0.pdf
[1] https://threader.app/thread/1180407665228468224
[1] https://schema.org/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmisinfocon.com%2Fexploring-the-design-of-credibility-tools-c198530785a4
[1] https://twitter.com/ndiakopoulos/status/1174313197534351361
[1] https://twitter.com/ttoconference/status/1180052807048712193
[1] https://twitter.com/stefanie2000/status/1180056696800055301
[1] https://twitter.com/tomstafford/status/1180114008327774208
[1] https://twitter.com/gkazai/status/1180067331877326849

Top URLs in Tweet in G3:
[10] https://www.slideshare.net/MartinoMensio/news-source-credibility-in-the-eyes-of-different-assessors
[5] https://disinformationindex.org/wp-content/uploads/2019/09/GDI_Ad-tech_Report_Screen_AW16.pdf
[5] https://www.jrappaz.com/static/MediaObsTTO.pdf
[3] https://figshare.com/articles/Twitter_Death_Hoaxes_dataset/5688811
[2] http://oro.open.ac.uk/67033/
[1] https://twitter.com/TTOConference/status/1174267206437416960
[1] https://twitter.com/TTOConference/status/1180506924460249088
[1] https://twitter.com/ttoconference/status/1180482834198384641
[1] http://oro.open.ac.uk/62771/
[1] https://twitter.com/TTOConference/status/1180441519519670275

Top URLs in Tweet in G4:
[1] https://twitter.com/DCorney/status/1179687700112318464
[1] https://twitter.com/TTOConference/status/1180479991043284992

Top URLs in Tweet in G5:
[1] https://europe.naverlabs.com/careers/
[1] https://vimeo.com/309903219

Top URLs in Tweet in G6:
[1] https://faculty.washington.edu/kstarbi/BLM-IRA-Camera-Ready.pdf
[1] https://emilianodc.com/idrama/

Top URLs in Tweet in G7:
[1] https://twitter.com/TTOConference/status/1180516427641638912

Top URLs in Tweet in G9:
[1] https://twitter.com/yelenamejova/status/1180116952490135553
[1] https://twitter.com/DCorney/status/1179687700112318464

Top Domains
Top Domains in Tweet in Entire Graph:
[63] twitter.com
[11] slideshare.net
[7] disinformationindex.org
[6] threadreaderapp.com
[6] jrappaz.com
[5] ac.uk
[3] sh.se
[3] figshare.com
[3] truthandtrustonline.com
[2] nytimes.com

Top Domains in Tweet in G1:
[21] twitter.com
[6] threadreaderapp.com
[2] disinformationindex.org
[1] is.gd
[1] google.com
[1] claimreviewproject.com
[1] ac.uk
[1] jrappaz.com
[1] slideshare.net
[1] truthandtrustonline.com

Top Domains in Tweet in G2:
[32] twitter.com
[3] sh.se
[2] nytimes.com
[2] ipsos.com
[1] threader.app
[1] schema.org
[1] medium.com
[1] niemanreports.org
[1] ac.uk
[1] fullfact.org

Top Domains in Tweet in G3:
[10] slideshare.net
[5] twitter.com
[5] disinformationindex.org
[5] jrappaz.com
[3] ac.uk
[3] figshare.com
[1] truthandtrustonline.com

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[1] naverlabs.com
[1] vimeo.com

Top Domains in Tweet in G6:
[1] washington.edu
[1] emilianodc.com

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

Top Domains in Tweet in G9:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[720] ttocon
[58] disinformation
[24] misinformation
[14] nlproc
[9] blacklivesmatter
[8] propaganda
[6] verification
[6] thread
[4] factchecking
[4] fakenews



Top Hashtags in Tweet in G1:
[335] ttocon
[11] disinformation
[11] misinformation
[4] factchecking
[3] fakenews
[2] argentina
[1] propaganda
[1] misinfosec
[1] tictec
[1] blacklivesmatter

Top Hashtags in Tweet in G2:
[163] ttocon
[20] disinformation
[10] misinformation
[7] blacklivesmatter
[6] thread
[3] blockchain
[2] misinfo
[2] google
[1] bluelivesmatter
[1] facts

Top Hashtags in Tweet in G3:
[165] ttocon
[25] disinformation
[6] verification
[6] propaganda
[3] misinformation
[2] deepfakes
[2] couragecompanion
[1] artificailintelligence
[1] facebook
[1] hatespeech

Top Hashtags in Tweet in G4:
[31] ttocon
[2] disinformation
[1] globalissues
[1] globalsolutions
[1] education

Top Hashtags in Tweet in G5:
[13] nlproc
[5] ttocon
[1] benderrule
[1] eurnlp2019
[1] emnlp2019

Top Hashtags in Tweet in G6:
[10] ttocon
[1] blacklivesmatter

Top Hashtags in Tweet in G7:
[5] ttocon
[1] tto2020

Top Hashtags in Tweet in G8:
[1] ttocon

Top Hashtags in Tweet in G9:
[3] ttocon
[1] factcheck
[1] fakenews
[1] alternativefacts

Top Hashtags in Tweet in G10:
[2] ttocon
[2] tictec

Top Words
Top Words in Tweet in Entire Graph:
[1435] Words in Sentiment List#1: Positive
[993] Words in Sentiment List#2: Negative
[120] Words in Sentiment List#3: Angry/Violent
[35184] Non-categorized Words
[37612] Total Words
[1246] #ttocon
[295] online
[262] trust
[226] misinformation
[225] disinformation

Top Words in Tweet in G1:
[499] #ttocon
[219] online
[143] ttoconference
[139] trust
[125] truth
[104] through
[104] thanks
[103] hate
[97] poster
[96] someone

Top Words in Tweet in G2:
[364] #ttocon
[158] understand
[127] people
[122] misinformation
[115] more
[111] need
[100] 1
[98] content
[93] trust
[87] think

Top Words in Tweet in G3:
[243] #ttocon
[43] misinformation
[42] disinformation
[37] #disinformation
[35] talk
[35] information
[32] weverify
[32] poster
[32] ttoconference
[29] fact

Top Words in Tweet in G4:
[93] #ttocon
[77] disinformation
[60] information
[57] truth
[55] katestarbird
[44] collection
[44] actions
[31] single
[31] piece
[29] online

Top Words in Tweet in G5:
[17] #ttocon
[13] internship
[13] opportunities
[13] naverlabseurope
[13] lots
[13] cool
[13] #nlproc
[13] projects
[13] summarization
[13] rl

Top Words in Tweet in G6:
[16] #ttocon
[6] fake
[6] accounts
[6] state
[6] actors
[6] misinformation
[6] more
[5] analysis
[5] ai
[5] facebook

Top Words in Tweet in G7:
[8] #ttocon
[5] facebook
[5] ai
[4] terms
[4] violating
[4] content
[3] s
[2] interesting
[2] see
[2] spots

Top Words in Tweet in G9:
[3] #ttocon
[2] fullfact

Top Words in Tweet in G10:
[2] #ttocon
[2] #tictec

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[143] truth,trust
[143] trust,online
[108] need,understand
[102] online,#ttocon
[102] thanks,ttoconference
[97] promised,walk
[97] walk,someone
[97] someone,through
[97] through,truth
[97] ttoconference,poster

Top Word Pairs in Tweet in G1:
[117] truth,trust
[117] trust,online
[98] thanks,ttoconference
[94] promised,walk
[94] walk,someone
[94] someone,through
[94] through,truth
[94] ttoconference,poster
[94] poster,left
[94] left,boom

Top Word Pairs in Tweet in G2:
[85] need,understand
[74] misinformation,need
[70] people,see
[70] key,points
[66] understand,address
[66] address,problems
[66] problems,misinformation
[66] understand,content
[66] content,itself
[66] itself,reaches

Top Word Pairs in Tweet in G3:
[15] bbcmonitoring,jrappaz
[15] jrappaz,epfl
[14] single,piece
[13] weverify,crew
[13] crew,#ttocon
[13] #ttocon,see
[13] see,poster
[13] poster,earlier
[13] earlier,fear
[13] fear,come

Top Word Pairs in Tweet in G4:
[29] single,piece
[29] piece,information
[29] inferring,intent
[24] leverages,online
[24] online,communities
[24] objectives,#ttocon
[23] intent,collection
[23] collection,information
[23] information,actions
[21] collection,actions

Top Word Pairs in Tweet in G5:
[13] internship,opportunities
[13] opportunities,naverlabseurope
[13] naverlabseurope,lots
[13] lots,cool
[13] cool,#nlproc
[13] #nlproc,projects
[13] projects,summarization
[13] summarization,rl
[13] rl,absa
[13] absa,style

Top Word Pairs in Tweet in G6:
[6] fake,accounts
[6] state,actors
[4] folks,ttoconference
[4] ttoconference,idramalab
[4] idramalab,we've
[4] we've,studying
[4] studying,fringe
[4] fringe,communities
[4] communities,state
[4] actors,influence

Top Word Pairs in Tweet in G7:
[4] violating,content
[3] facebook,s
[3] s,ai
[2] interesting,see
[2] see,facebook
[2] ai,spots
[2] spots,terms
[2] terms,violating
[2] content,puts
[2] puts,stop

Top Replied-To
Top Replied-To in Entire Graph:
@katestarbird
@weverify
@bbcmonitoring
@t_m_farrell
@danbri
@a_lebrecht
@computermacgyve
@dcorney
@lmafrican
@kbontcheva

Top Replied-To in G1:
@bbcmonitoring
@dcorney
@lmafrican
@olisohr
@katestarbird
@govindethiraj
@a_lebrecht
@puzzlesthewill
@farhadist
@weverify

Top Replied-To in G2:
@katestarbird
@rasmus_kleis
@ttoconference
@fernandezpm
@onesnowclimber
@danbri
@t_m_farrell
@halani
@anyabelz
@jrappaz

Top Replied-To in G3:
@weverify
@bbcmonitoring
@t_m_farrell
@kbontcheva
@computermacgyve
@danbri
@gmgorrelluk
@vivwylai
@arkaitz

Top Replied-To in G4:
@katestarbird
@fhuszar
@robnprocter
@arkaitz
@anyabelz
@a_lebrecht

Top Replied-To in G5:
@leonderczynski
@rasmus_kleis

Top Mentioned
Top Mentioned in Entire Graph:
@ttoconference
@katestarbird
@rasmus_kleis
@fullfact
@tomstafford
@bbcmonitoring
@martinomensio
@uw
@co_inform
@jrappaz

Top Mentioned in G1:
@ttoconference
@fullfact
@katestarbird
@africacheck
@danbri
@tomstafford
@lmafrican
@puzzlesthewill
@facebookai
@nishantlalwani

Top Mentioned in G2:
@rasmus_kleis
@katestarbird
@tomstafford
@credcoalition
@ttoconference
@amyxzh
@onesnowclimber
@jack
@twitter
@nytimes

Top Mentioned in G3:
@ttoconference
@co_inform
@martinomensio
@kmiou
@katestarbird
@disinfoindex
@meverteam
@arkaitz
@jrappaz
@epfl

Top Mentioned in G4:
@katestarbird
@uw
@ttoconference
@risj_oxford
@bbcmonitoring
@a_lebrecht
@mumsnettowers
@rasmus_kleis
@computermacgyve
@lmafrican

Top Mentioned in G5:
@naverlabseurope
@rasmus_kleis
@anyabelz

Top Mentioned in G6:
@ttoconference
@idramalab
@katestarbird

Top Mentioned in G8:
@concordiah2020
@tefresearch

Top Mentioned in G10:
@mysociety

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@nytimes
@_cymatics_
@yerpalmildsauce
@ifindinternship
@rejectionking
@nigelcameron
@sound_of_sirens
@itmorar
@infinity10

Top Tweeters in G1:
@threadreaderapp
@rejectionking
@sound_of_sirens
@infinity10
@securityblog
@kkzahu
@kristianharstad
@google
@regis_alenda
@rjacksix

Top Tweeters in G2:
@nytimes
@_cymatics_
@nigelcameron
@craignewmark
@fernandezpm
@margareteward
@lowellroemer
@prajnamu
@jbenton
@noeltoolan

Top Tweeters in G3:
@itmorar
@m_older
@zehavoc
@paulnemitz
@hanscees
@tchambers
@drjtwit
@emmalbriant
@openuniversity
@warwickuni

Top Tweeters in G4:
@yerpalmildsauce
@michalboni
@_haye_
@rachelatc
@brodiegal
@45isalier
@twm71
@mumsnettowers
@inku_lux
@chanders

Top Tweeters in G5:
@ifindinternship
@alexey_r
@tttthomasssss
@vadimkantorov
@maaarcocr
@vnfrombucharest
@hadyelsahar
@ltondji
@naverlabseurope
@acrumin

Top Tweeters in G6:
@jhblackb
@tristanc
@1br0wn
@zsavvas90
@idramalab
@emilianoucl
@neilgong

Top Tweeters in G7:
@journalismnews
@dangreen4114
@aggiejiang

Top Tweeters in G8:
@concordiah2020
@tefresearch
@kourtellis

Top Tweeters in G9:
@noalternativef2
@alexparsons
@matteomoschella

Top Tweeters in G10:
@mysociety
@gemmamysociety


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