icwsm, Twitter, 9/19/2021 12:34:21 AM, 262352


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icwsm_2021-09-18_17-31-20.xlsx
icwsm_2021-09-18_17-31-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2021
Short Description:
icwsm via NodeXL https://bit.ly/2Xvusdj
@icwsm
@manoelribeiro
@igorbrigadir
@elaragon
@bkeegan
@gianluca_string
@yelenamejova
@ponguru
@osome_iu
@minarikyeopta

Top hashtags:
#icwsm
#cysoc2021
#icwsm2021
#icwsm2022
#qanon
#cscw
#soninfo
#chi
#privacy
#mepolitics

Description:
Description
The graph represents a network of 304 Twitter users whose tweets in the requested range contained "icwsm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 19 September 2021 at 00:31 UTC.

The requested start date was Sunday, 19 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 75-day, 18-hour, 46-minute period from Friday, 02 July 2021 at 07:09 UTC to Thursday, 16 September 2021 at 01:56 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 : 304
Unique Edges : 408
Edges With Duplicates : 357
Total Edges : 765
Number of Edge Types : 5
Retweet : 145
MentionsInRetweet : 288
Replies to : 64
Mentions : 221
Tweet : 47
Self-Loops : 50
Reciprocated Vertex Pair Ratio : 0.0603621730382294
Reciprocated Edge Ratio : 0.113851992409867
Connected Components : 47
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 214
Maximum Edges in a Connected Component : 638
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.9616
Graph Density : 0.00572129581379191
Modularity : 0.487542
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 304 Twitter users whose tweets in the requested range contained "icwsm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 19 September 2021 at 00:31 UTC.

The requested start date was Sunday, 19 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 75-day, 18-hour, 46-minute period from Friday, 02 July 2021 at 07:09 UTC to Thursday, 16 September 2021 at 01:56 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 : icwsm
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:
[21] http://m.dailyhunt.in/news/india/english/ibg+news-epaper-ibgnws/bla+claims+international+intervention+to+release+three+hostages+captured+by+them+in+balochistan-newsid-n294662794?s=a&uu=0x97997e0bd3e24f91&ss=wsp
[5] https://twitter.com/icwsm/status/1436680218127880197
[5] https://ojs.aaai.org/index.php/ICWSM/article/view/14789
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/18043
[2] https://twitter.com/TwitterDev/status/1430213348814049282
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/14661
[2] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/18075
[2] https://arxiv.org/pdf/2009.11792.pdf
[2] https://arxiv.org/pdf/2101.08750.pdf

Top URLs in Tweet in G1:
[2] http://workshop-proceedings.icwsm.org/abstract?id=2021_04
[2] https://arxiv.org/pdf/2101.08750.pdf
[2] https://arxiv.org/pdf/2009.11792.pdf
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/18039
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/18049
[1] https://new.precisionconference.com/user/login?society=aaai
[1] https://arxiv.org/abs/2008.08370
[1] https://twitter.com/emilianoucl/status/1416394485832032257
[1] https://arxiv.org/abs/2009.04885
[1] https://twitter.com/stokel/status/1420780447492096006

Top URLs in Tweet in G2:
[4] https://twitter.com/icwsm/status/1436680218127880197
[1] https://twitter.com/icwsm/status/1437896806998945796
[1] https://www.icwsm.org/2021/index.html#datasets
[1] http://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[1] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf

Top URLs in Tweet in G3:
[19] http://m.dailyhunt.in/news/india/english/ibg+news-epaper-ibgnws/bla+claims+international+intervention+to+release+three+hostages+captured+by+them+in+balochistan-newsid-n294662794?s=a&uu=0x97997e0bd3e24f91&ss=wsp
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/18043
[1] https://www.cs.jhu.edu/~mpaul/files/2011.icwsm.twitter_health.pdf
[1] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/18130/17933
[1] http://workshop-proceedings.icwsm.org/pdf/2021_73.pdf
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/viewPaper/8094
[1] https://ojs.aaai.org/index.php/ICWSM/issue/view/405
[1] https://arxiv.org/abs/2108.08988v1
[1] https://www.google.com/imgres?imgurl=x-raw-image:///c956f6182a3ff9c4c5e21345a6f3e48e00cdd97dfbae6ff700163e83eeb82712&imgrefurl=https://ojs.aaai.org/index.php/ICWSM/article/download/7287/7141/10517&tbnid=xPk_Khj2Vsm07M&vet=1&docid=usFuWekXUgZuiM&w=400&h=383&source=sh/x/im

Top URLs in Tweet in G4:
[1] https://twitter.com/i/lists/191011707

Top URLs in Tweet in G5:
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/18075
[1] https://www.nytimes.com/2021/07/25/world/europe/disinformation-social-media.html

Top URLs in Tweet in G6:
[1] https://arxiv.org/abs/2001.07600
[1] https://twitter.com/thenation/status/1427842719553097733

Top URLs in Tweet in G8:
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/7285

Top URLs in Tweet in G9:
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/7290
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/7279

Top URLs in Tweet in G10:
[1] https://ischool.uw.edu/news/2021/07/tanu-mitra-wins-grant-award-young-researchers

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] icwsm
[6] cysoc2021
[5] icwsm2021
[4] icwsm2022
[4] qanon
[3] cscw
[3] soninfo
[3] chi
[2] privacy
[2] mepolitics



Top Hashtags in Tweet in G1:
[6] cysoc2021
[3] icwsm2021
[3] icwsm
[2] icwsm2022
[1] us2020
[1] twitter
[1] disinformation
[1] cyber
[1] social
[1] threats

Top Hashtags in Tweet in G2:
[1] icwsm2022
[1] atlanta

Top Hashtags in Tweet in G3:
[1] sentimentanalysis
[1] finance

Top Hashtags in Tweet in G5:
[2] icwsm2021

Top Hashtags in Tweet in G7:
[1] icwsm2022

Top Words
Top Words in Tweet in Entire Graph:
[200] icwsm
[70] paper
[48] 2022
[31] qanon
[30] chairs
[29] yelenamejova
[29] conspiracy
[28] 15
[28] happy
[28] announce

Top Words in Tweet in G1:
[88] icwsm
[45] paper
[28] qanon
[27] conspiracy
[26] understanding
[25] gospel
[25] according
[20] gianluca_string
[17] canonical
[17] icymi

Top Words in Tweet in G2:
[70] icwsm
[28] 2022
[25] chairs
[25] yelenamejova
[21] diyi_yang
[16] conference
[14] september
[14] 15
[14] happy
[14] announce

Top Words in Tweet in G3:
[18] bla
[18] international
[18] release
[17] claims
[17] intervention
[17] three
[17] hostages
[17] captured
[17] balochistan
[3] media

Top Words in Tweet in G4:
[3] icwsm
[3] acm_chi
[2] lindakkaye
[2] bpscyberpsych

Top Words in Tweet in G5:
[12] osome_iu
[10] coordinated
[9] methods
[8] working
[8] detect
[8] kinds
[8] disinformation
[8] astroturf
[8] campaigns
[8] described

Top Words in Tweet in G6:
[16] know
[16] more
[16] presence
[16] men's
[16] rights
[16] activists
[16] online
[16] well
[16] closely
[16] related

Top Words in Tweet in G7:
[16] icwsm
[11] eredmil1
[6] references
[6] amplification
[5] venues
[5] count
[5] counts
[5] actively
[5] hurting
[5] research

Top Words in Tweet in G9:
[2] natematias
[2] one
[2] go
[2] conference
[2] higher

Top Words in Tweet in G10:
[7] tanu
[7] tanmit
[7] usnavyresearch
[6] uw_ischool
[6] ischool's
[6] mitra
[6] getting
[6] recognition
[6] rising
[6] talent

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] icwsm,2022
[28] happy,announce
[28] qanon,conspiracy
[27] gospel,according
[27] according,understanding
[27] understanding,qanon
[26] september,15
[21] diyi_yang,yelenamejova
[19] icwsm,paper
[19] bla,claims

Top Word Pairs in Tweet in G1:
[26] qanon,conspiracy
[25] gospel,according
[25] according,understanding
[25] understanding,qanon
[15] conspiracy,perspective
[15] perspective,canonical
[15] icwsm,paper
[14] accepted,icwsm
[14] icwsm,2022
[14] icymi,paper

Top Word Pairs in Tweet in G2:
[28] icwsm,2022
[18] diyi_yang,yelenamejova
[14] september,15
[14] icwsm,happy
[14] happy,announce
[14] announce,icwsm
[14] 2022,general
[14] general,chairs
[14] chairs,diyi_yang
[14] yelenamejova,conference

Top Word Pairs in Tweet in G3:
[17] bla,claims
[17] claims,international
[17] international,intervention
[17] intervention,release
[17] release,three
[17] three,hostages
[17] hostages,captured
[17] captured,balochistan
[2] social,media

Top Word Pairs in Tweet in G4:
[2] lindakkaye,bpscyberpsych
[2] icwsm,acm_chi

Top Word Pairs in Tweet in G5:
[8] working,methods
[8] methods,detect
[8] detect,kinds
[8] kinds,coordinated
[8] coordinated,disinformation
[8] disinformation,astroturf
[8] astroturf,campaigns
[8] campaigns,described
[8] described,recent
[7] osome_iu,working

Top Word Pairs in Tweet in G6:
[16] know,more
[16] more,presence
[16] presence,men's
[16] men's,rights
[16] rights,activists
[16] activists,online
[16] online,well
[16] well,closely
[16] closely,related
[16] related,communities

Top Word Pairs in Tweet in G7:
[7] eredmil1,icwsm
[5] venues,count
[5] count,references
[5] references,counts
[5] counts,actively
[5] actively,hurting
[5] hurting,research
[5] research,amplification
[5] amplification,raising
[5] raising,others

Top Word Pairs in Tweet in G10:
[6] ischool's,tanu
[6] tanu,mitra
[6] mitra,tanmit
[6] tanmit,getting
[6] getting,recognition
[6] recognition,rising
[6] rising,talent
[6] talent,recently
[6] recently,won
[6] won,usnavyresearch

Top Replied-To
Top Replied-To in Entire Graph:
@eredmil1
@icwsm
@gianluca_string
@emilianoucl
@ragreens
@walid_magdy
@sachinpendse
@indiiigosky
@diyi_yang
@jacob_montg

Top Replied-To in G1:
@icwsm
@gianluca_string
@eredmil1
@emilianoucl
@ragreens
@hatforcesec
@lucy3_li
@prasitamukherj1
@tunaz_islam
@rober_centeno

Top Replied-To in G2:
@icwsm
@eredmil1
@sachinpendse
@diyi_yang
@jacob_montg
@prism_metanews
@mlirh

Top Replied-To in G4:
@suhemparack
@realhamed
@britdavidson

Top Replied-To in G5:
@osome_iu

Top Replied-To in G7:
@eredmil1
@zsavvas90
@indiiigosky
@eytanadar
@ml_made_simple

Top Replied-To in G8:
@caterinafroio
@bgoncalves

Top Replied-To in G9:
@leanne_tru
@blakereid
@natematias

Top Replied-To in G10:
@uw_ischool

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@yelenamejova
@diyi_yang
@tanmit
@gianluca_string
@manoelribeiro
@emilianoucl
@lajello
@jisunan
@osome_iu

Top Mentioned in G1:
@icwsm
@gianluca_string
@emilianoucl
@idramalab
@a_papasavva
@maxzzze
@kwstantinos90
@jhblackb
@zsavvas90
@eredmil1

Top Mentioned in G2:
@icwsm
@yelenamejova
@diyi_yang
@tanmit
@lajello
@jisunan
@katestarbird
@munmun10
@emrek
@presnick

Top Mentioned in G4:
@icwsm
@acm_chi
@lindakkaye
@bpscyberpsych
@facctconference
@wsdmsocial
@thewebconf
@kdd_news
@acmrecsys
@emnlpmeeting

Top Mentioned in G5:
@osome_iu
@icwsm
@christorreslugo
@acnwala
@manitapote
@diogofpacheco
@patrick_pmhui
@btrantruong
@healthfeedback

Top Mentioned in G6:
@manoelribeiro
@emilianoucl
@icwsm

Top Mentioned in G7:
@icwsm
@eredmil1
@tanmit
@lajello
@jisunan
@diyi_yang
@yelenamejova

Top Mentioned in G8:
@cossard_ale
@gdfm7
@kyriakikalimeri
@yelenamejova
@danielapaolotti
@m_starnini
@isi_fondazione
@wikiresearch
@wikipedia
@icwsm

Top Mentioned in G9:
@natematias
@katypearce
@twitterdev
@icwsm
@cfiesler
@natebeard_

Top Mentioned in G10:
@tanmit
@usnavyresearch
@uw_ischool
@icwsm

Top Tweeters
Top Tweeters in Entire Graph:
@cwharlow
@eigensinn83
@squizzradical
@pen_bird
@samrat747
@sql_handle
@replicantx6
@aushiker
@kaffeebeimir
@mediagazerchat

Top Tweeters in G1:
@cwharlow
@pen_bird
@sql_handle
@zehavoc
@newscientist
@ubiquity75
@drdavidlroberts
@madhavanpallan
@chelloway
@stokel

Top Tweeters in G2:
@ifthedevilisix
@iethics
@mlirh
@katestarbird
@shawnmjones
@haewoon
@arjenpdevries
@ajungherr
@ciro
@sroylee

Top Tweeters in G3:
@samrat747
@pdarbyshire
@mtknnktm
@frogefoibles
@arxiv_cs_cl_ja
@t_signull
@myriamjessier
@patty_eric
@pvpapers
@news2alpha

Top Tweeters in G4:
@lindakkaye
@igorbrigadir
@bpscyberpsych
@britdavidson
@acm_chi
@acmrecsys
@thewebconf
@kdd_news
@facctconference
@suhemparack

Top Tweeters in G5:
@aushiker
@mediagazerchat
@jerrybuchko
@facebook
@mathiasced
@christorreslugo
@osome_iu
@thefreethought2
@acnwala
@botometer

Top Tweeters in G6:
@squizzradical
@replicantx6
@kaisap112
@takedownmras
@skydroid123
@small_winch_
@susannadacascia
@ronwerks
@adamren
@galwaygrrl

Top Tweeters in G7:
@mdekstrand
@joebeone
@eredmil1
@andresmh
@littledetritus
@jtmuehlberg
@hanielmbarbosa
@eytanadar
@indiiigosky
@edeleonw

Top Tweeters in G8:
@wikipedia
@bgoncalves
@elaragon
@wikiresearch
@danielapaolotti
@caterinafroio
@m_starnini
@gdfm7
@kyriakikalimeri
@cossard_ale

Top Tweeters in G9:
@katypearce
@natematias
@bkeegan
@jonathanstray
@cfiesler
@twitterdev
@leanne_tru
@natebeard_
@blakereid

Top Tweeters in G10:
@uw_ischool
@uwitnews
@usnavyresearch
@uwcip
@tanmit
@prerna_99
@cara_vandyke
@uwresponsibleai


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