icwsm, Twitter, 9/26/2021 1:04:32 AM, 262845


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icwsm_2021-09-25_17-31-20.xlsx
icwsm_2021-09-25_17-31-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2021
Short Description:
icwsm via NodeXL https://bit.ly/3ocgOqe
@icwsm
@manoelribeiro
@ciro
@igorbrigadir
@elaragon
@yelenamejova
@bkeegan
@gianluca_string
@ponguru
@osome_iu

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

Description:
Description
The graph represents a network of 329 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, 26 September 2021 at 00:31 UTC.

The requested start date was Sunday, 26 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 83-day, 23-hour, 46-minute period from Friday, 02 July 2021 at 07:09 UTC to Friday, 24 September 2021 at 06:56 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 : 329
Unique Edges : 433
Edges With Duplicates : 363
Total Edges : 796
Number of Edge Types : 5
Replies to : 67
Mentions : 240
Retweet : 148
MentionsInRetweet : 294
Tweet : 47
Self-Loops : 50
Reciprocated Vertex Pair Ratio : 0.0571428571428571
Reciprocated Edge Ratio : 0.108108108108108
Connected Components : 49
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 228
Maximum Edges in a Connected Component : 653
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.007201
Graph Density : 0.00514307954629698
Modularity : 0.506942
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 329 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, 26 September 2021 at 00:31 UTC.

The requested start date was Sunday, 26 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 83-day, 23-hour, 46-minute period from Friday, 02 July 2021 at 07:09 UTC to Friday, 24 September 2021 at 06:56 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
[6] https://ojs.aaai.org/index.php/ICWSM/article/view/14789
[5] https://twitter.com/icwsm/status/1436680218127880197
[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://ojs.aaai.org/index.php/ICWSM/article/view/7285/7139
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/7285

Top URLs in Tweet in G5:
[1] https://twitter.com/i/lists/191011707

Top URLs in Tweet in G6:
[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 G7:
[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/7290
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/7279

Top URLs in Tweet in G9:
[6] https://ojs.aaai.org/index.php/ICWSM/article/view/14789

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

Top Domains
Top Domains in Tweet in Entire Graph:
[37] aaai.org
[21] dailyhunt.in
[18] twitter.com
[15] arxiv.org
[5] icwsm.org
[3] washington.edu
[2] acm.org
[1] google.com
[1] nytimes.com
[1] uw.edu

Top Domains in Tweet in G1:
[9] arxiv.org
[8] twitter.com
[3] aaai.org
[3] icwsm.org
[1] precisionconference.com

Top Domains in Tweet in G2:
[5] twitter.com
[2] washington.edu
[1] icwsm.org

Top Domains in Tweet in G3:
[19] dailyhunt.in
[6] aaai.org
[1] jhu.edu
[1] washington.edu
[1] icwsm.org
[1] arxiv.org
[1] google.com

Top Domains in Tweet in G4:
[2] aaai.org

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[2] aaai.org
[1] nytimes.com

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

Top Domains in Tweet in G8:
[2] aaai.org

Top Domains in Tweet in G9:
[6] aaai.org

Top Domains in Tweet in G10:
[1] uw.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] 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] icwsm2022
[3] icwsm
[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 G6:
[2] icwsm2021

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

Top Words in Tweet in G1:
[105] icwsm
[46] paper
[28] qanon
[27] conspiracy
[26] understanding
[25] gospel
[25] according
[20] gianluca_string
[18] 2022
[17] papers

Top Words in Tweet in G2:
[66] icwsm
[26] 2022
[23] yelenamejova
[23] chairs
[19] diyi_yang
[14] conference
[14] september
[14] 15
[12] program
[12] happy

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:
[5] icwsm
[3] yelenamejova
[2] isi_fondazione
[2] happy
[2] announce
[2] 2022
[2] general
[2] chairs
[2] diyi_yang
[2] conference

Top Words in Tweet in G5:
[3] icwsm
[3] acm_chi
[2] lindakkaye
[2] bpscyberpsych

Top Words in Tweet in G6:
[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 G7:
[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 G8:
[2] natematias
[2] one
[2] go
[2] conference
[2] higher

Top Words in Tweet in G9:
[6] tschfflr
[4] skyglowberlin
[3] fmri_guy
[3] please
[3] keep
[3] guten
[3] morgen
[3] tweets
[3] coming
[3] appreciates

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
[16] icwsm,2022
[15] conspiracy,perspective
[15] perspective,canonical
[15] icwsm,paper
[14] accepted,icwsm
[14] icymi,paper

Top Word Pairs in Tweet in G2:
[26] icwsm,2022
[16] diyi_yang,yelenamejova
[14] september,15
[12] icwsm,happy
[12] happy,announce
[12] announce,icwsm
[12] 2022,general
[12] general,chairs
[12] chairs,diyi_yang
[12] 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] icwsm,happy
[2] happy,announce
[2] announce,icwsm
[2] icwsm,2022
[2] 2022,general
[2] general,chairs
[2] chairs,diyi_yang
[2] diyi_yang,yelenamejova
[2] yelenamejova,conference
[2] conference,dates

Top Word Pairs in Tweet in G5:
[2] lindakkaye,bpscyberpsych
[2] icwsm,acm_chi

Top Word Pairs in Tweet in G6:
[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 G7:
[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 G9:
[3] fmri_guy,please
[3] please,keep
[3] keep,guten
[3] guten,morgen
[3] morgen,tweets
[3] tweets,coming
[3] coming,tschfflr
[3] tschfflr,appreciates
[2] sleep_advocate,first
[2] first,tschfflr

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
@marioricciard18
@nassimparvin
@dsquintana
@emilianoucl
@ragreens
@walid_magdy
@sachinpendse

Top Replied-To in G1:
@eredmil1
@icwsm
@gianluca_string
@emilianoucl
@ragreens
@hatforcesec
@zsavvas90
@indiiigosky
@eytanadar
@ml_made_simple

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

Top Replied-To in G4:
@marioricciard18
@caterinafroio
@bgoncalves

Top Replied-To in G5:
@suhemparack
@realhamed
@britdavidson

Top Replied-To in G6:
@osome_iu

Top Replied-To in G8:
@leanne_tru
@blakereid
@natematias

Top Replied-To in G9:
@dsquintana
@sleep_advocate
@fmri_guy

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
@eredmil1
@idramalab
@a_papasavva
@maxzzze
@kwstantinos90
@jhblackb
@zsavvas90

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

Top Mentioned in G4:
@icwsm
@yelenamejova
@isi_fondazione
@diyi_yang
@lectorfestival
@rivistailmulino
@dm_deluca
@francesdibi
@giofaggionato
@stefanofeltri

Top Mentioned in G5:
@icwsm
@acm_chi
@lindakkaye
@bpscyberpsych
@facctconference
@wsdmsocial
@thewebconf
@kdd_news
@acmrecsys
@emnlpmeeting

Top Mentioned in G6:
@osome_iu
@icwsm
@christorreslugo
@acnwala
@manitapote
@diogofpacheco
@patrick_pmhui
@btrantruong
@healthfeedback

Top Mentioned in G7:
@manoelribeiro
@emilianoucl
@icwsm

Top Mentioned in G8:
@natematias
@katypearce
@twitterdev
@icwsm
@cfiesler
@natebeard_

Top Mentioned in G9:
@tschfflr
@skyglowberlin
@fmri_guy
@sleep_advocate

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

Top Tweeters
Top Tweeters in Entire Graph:
@cwharlow
@eigensinn83
@squizzradical
@pen_bird
@marioricciard18
@samrat747
@sql_handle
@replicantx6
@aushiker
@kaffeebeimir

Top Tweeters in G1:
@cwharlow
@pen_bird
@sql_handle
@zehavoc
@newscientist
@mdekstrand
@ubiquity75
@joebeone
@madhavanpallan
@drdavidlroberts

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

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

Top Tweeters in G4:
@marioricciard18
@mastrobradipo
@stefanofeltri
@wikipedia
@dm_deluca
@bgoncalves
@paologerbaudo
@giofaggionato
@eu_pizzimenti
@rivistailmulino

Top Tweeters in G5:
@lindakkaye
@igorbrigadir
@bpscyberpsych
@britdavidson
@acm_chi
@acmrecsys
@thewebconf
@kdd_news
@facctconference
@suhemparack

Top Tweeters in G6:
@aushiker
@mediagazerchat
@jerrybuchko
@facebook
@mathiasced
@christorreslugo
@osome_iu
@thefreethought2
@acnwala
@botometer

Top Tweeters in G7:
@squizzradical
@replicantx6
@kaisap112
@takedownmras
@skydroid123
@small_winch_
@susannadacascia
@ronwerks
@adamren
@galwaygrrl

Top Tweeters in G8:
@katypearce
@natematias
@bkeegan
@jonathanstray
@cfiesler
@twitterdev
@leanne_tru
@natebeard_
@blakereid

Top Tweeters in G9:
@eigensinn83
@kaffeebeimir
@fmri_guy
@skyglowberlin
@dsquintana
@tschfflr
@sleep_advocate
@profkantermann

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


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