icwsm, Twitter, 9/12/2021 2:45:12 AM, 261755


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icwsm_2021-09-11_17-31-20.xlsx
icwsm_2021-09-11_17-31-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 12, 2021
Short Description:
icwsm via NodeXL https://bit.ly/3A0qUh0
@icwsm
@manoelribeiro
@igorbrigadir
@elaragon
@bkeegan
@osome_iu
@gianluca_string
@ponguru
@minarikyeopta
@uw_ischool

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

Description:
Description
The graph represents a network of 256 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, 12 September 2021 at 00:31 UTC.

The requested start date was Sunday, 12 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 67-day, 13-hour, 11-minute period from Friday, 02 July 2021 at 07:09 UTC to Tuesday, 07 September 2021 at 20:21 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 : 256
Unique Edges : 258
Edges With Duplicates : 261
Total Edges : 519
Number of Edge Types : 5
Retweet : 107
MentionsInRetweet : 179
Replies to : 46
Mentions : 143
Tweet : 44
Self-Loops : 47
Reciprocated Vertex Pair Ratio : 0.0625
Reciprocated Edge Ratio : 0.117647058823529
Connected Components : 48
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 163
Maximum Edges in a Connected Component : 390
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.050826
Graph Density : 0.00520833333333333
Modularity : 0.541819
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 256 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, 12 September 2021 at 00:31 UTC.

The requested start date was Sunday, 12 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 67-day, 13-hour, 11-minute period from Friday, 02 July 2021 at 07:09 UTC to Tuesday, 07 September 2021 at 20:21 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://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
[2] http://workshop-proceedings.icwsm.org/abstract?id=2021_04

Top URLs in Tweet in G1:
[2] https://arxiv.org/pdf/2101.08750.pdf
[2] https://arxiv.org/pdf/2009.11792.pdf
[2] http://workshop-proceedings.icwsm.org/abstract?id=2021_04
[1] https://new.precisionconference.com/user/login?society=aaai
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/18039
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/18049
[1] https://arxiv.org/pdf/1811.03130.pdf
[1] https://arxiv.org/pdf/1901.05997.pdf
[1] https://twitter.com/MarietjeSchaake/status/1430789822231322625
[1] https://twitter.com/emilianoucl/status/1416394485832032257

Top URLs in Tweet in G2:
[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 G3:
[1] https://twitter.com/i/lists/191011707

Top URLs in Tweet in G4:
[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 G5:
[1] https://arxiv.org/abs/2001.07600
[1] https://twitter.com/thenation/status/1427842719553097733

Top URLs in Tweet in G6:
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/7285

Top URLs in Tweet in G7:
[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 G8:
[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:
[7] icwsm
[6] cysoc2021
[5] icwsm2021
[4] qanon
[3] cscw
[3] soninfo
[3] chi
[2] privacy
[2] mepolitics
[2] icwsm2022



Top Hashtags in Tweet in G1:
[6] cysoc2021
[3] icwsm2021
[2] icwsm
[2] icwsm2022
[1] aaai
[1] cyber
[1] social
[1] threats
[1] cysoc2022
[1] icwsm22

Top Hashtags in Tweet in G2:
[1] sentimentanalysis
[1] finance

Top Hashtags in Tweet in G4:
[2] icwsm2021

Top Hashtags in Tweet in G9:
[2] privacy
[1] cvpr
[1] wpes
[1] icwsm
[1] isjournal
[1] object
[1] detection
[1] city
[1] socialnetworks
[1] cost

Top Words
Top Words in Tweet in Entire Graph:
[113] icwsm
[65] paper
[31] qanon
[29] conspiracy
[28] understanding
[27] gospel
[27] according
[25] know
[25] more
[22] international

Top Words in Tweet in G1:
[89] icwsm
[44] paper
[28] qanon
[27] conspiracy
[26] understanding
[25] gospel
[25] according
[20] gianluca_string
[17] 2021
[17] icymi

Top Words in Tweet in G2:
[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 G3:
[3] icwsm
[3] acm_chi
[2] lindakkaye
[2] bpscyberpsych

Top Words in Tweet in G4:
[13] osome_iu
[11] coordinated
[10] methods
[9] working
[9] detect
[9] kinds
[9] disinformation
[9] astroturf
[9] campaigns
[9] described

Top Words in Tweet in G5:
[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:
[2] natematias
[2] one
[2] go
[2] conference
[2] higher

Top Words in Tweet in G8:
[7] tanu
[7] tanmit
[7] usnavyresearch
[6] uw_ischool
[6] ischool's
[6] mitra
[6] getting
[6] recognition
[6] rising
[6] talent

Top Words in Tweet in G9:
[2] #privacy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] qanon,conspiracy
[27] gospel,according
[27] according,understanding
[27] understanding,qanon
[19] bla,claims
[19] claims,international
[19] international,intervention
[19] intervention,release
[19] release,three
[19] three,hostages

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

Top Word Pairs in Tweet in G2:
[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 G3:
[2] lindakkaye,bpscyberpsych
[2] icwsm,acm_chi

Top Word Pairs in Tweet in G4:
[9] working,methods
[9] methods,detect
[9] detect,kinds
[9] kinds,coordinated
[9] coordinated,disinformation
[9] disinformation,astroturf
[9] astroturf,campaigns
[9] campaigns,described
[9] described,recent
[8] osome_iu,working

Top Word Pairs in Tweet in G5:
[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 G8:
[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:
@icwsm
@gianluca_string
@eredmil1
@lucy3_li
@hatforcesec
@sleep_advocate
@prism_metanews
@emmalbriant
@mxsgl
@jacob_montg

Top Replied-To in G1:
@icwsm
@gianluca_string
@eredmil1
@lucy3_li
@hatforcesec
@zsavvas90
@indiiigosky
@prasitamukherj1
@tunaz_islam
@rober_centeno

Top Replied-To in G3:
@suhemparack
@realhamed
@britdavidson

Top Replied-To in G4:
@osome_iu

Top Replied-To in G6:
@bgoncalves
@caterinafroio

Top Replied-To in G7:
@leanne_tru
@blakereid
@natematias

Top Replied-To in G8:
@uw_ischool

Top Replied-To in G10:
@birdswapbird

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@gianluca_string
@manoelribeiro
@emilianoucl
@osome_iu
@idramalab
@a_papasavva
@maxzzze
@tanmit
@usnavyresearch

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

Top Mentioned in G3:
@icwsm
@acm_chi
@lindakkaye
@bpscyberpsych
@facctconference
@wsdmsocial
@thewebconf
@kdd_news
@acmrecsys
@emnlpmeeting

Top Mentioned in G4:
@osome_iu
@icwsm
@christorreslugo
@acnwala
@diogofpacheco
@patrick_pmhui
@btrantruong
@healthfeedback

Top Mentioned in G5:
@manoelribeiro
@emilianoucl
@icwsm

Top Mentioned in G6:
@wikiresearch
@wikipedia
@icwsm
@cossard_ale
@gdfm7
@kyriakikalimeri
@yelenamejova
@danielapaolotti
@m_starnini
@isi_fondazione

Top Mentioned in G7:
@natematias
@katypearce
@twitterdev
@icwsm
@cfiesler
@natebeard_

Top Mentioned in G8:
@tanmit
@usnavyresearch
@uw_ischool
@icwsm

Top Mentioned in G9:
@ralphgross
@justin_cranshaw
@razsc
@jas0nh0ng
@lorrietweet
@cvpr
@cvprconf
@icwsm

Top Mentioned in G10:
@binance
@binancechain
@thelondoncrypto
@jjustinsttalgi
@icwsm
@_jhp

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
@chelloway
@madhavanpallan
@stokel

Top Tweeters in G2:
@samrat747
@pdarbyshire
@mtknnktm
@frogefoibles
@t_signull
@myriamjessier
@arxiv_cs_cl_ja
@patty_eric
@pvpapers
@news2alpha

Top Tweeters in G3:
@lindakkaye
@igorbrigadir
@bpscyberpsych
@britdavidson
@acm_chi
@acmrecsys
@thewebconf
@kdd_news
@facctconference
@suhemparack

Top Tweeters in G4:
@aushiker
@mediagazerchat
@jerrybuchko
@facebook
@shawnmjones
@mathiasced
@christorreslugo
@osome_iu
@thefreethought2
@acnwala

Top Tweeters in G5:
@squizzradical
@replicantx6
@kaisap112
@takedownmras
@skydroid123
@small_winch_
@susannadacascia
@ronwerks
@adamren
@galwaygrrl

Top Tweeters in G6:
@wikipedia
@bgoncalves
@elaragon
@wikiresearch
@danielapaolotti
@caterinafroio
@isi_fondazione
@m_starnini
@gdfm7
@yelenamejova

Top Tweeters in G7:
@katypearce
@natematias
@bkeegan
@jonathanstray
@cfiesler
@twitterdev
@leanne_tru
@natebeard_
@blakereid

Top Tweeters in G8:
@uw_ischool
@uwitnews
@usnavyresearch
@uwcip
@tanmit
@prerna_99
@cara_vandyke
@uwresponsibleai

Top Tweeters in G9:
@justin_cranshaw
@ponguru
@razsc
@lorrietweet
@cvpr
@cvprconf
@jas0nh0ng
@ralphgross

Top Tweeters in G10:
@minarikyeopta
@jjustinsttalgi
@binance
@binancechain
@thelondoncrypto
@_jhp
@birdswapbird


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