icwsm, Twitter, 3/21/2021 12:27:36 AM, 250913


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icwsm_2021-03-20_17-22-40.xlsx
icwsm_2021-03-20_17-22-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2021
Short Description:
icwsm via NodeXL https://bit.ly/3vObpqH
@icwsm
@jasonnurse
@saiphcita
@nicvel
@diverseinai
@ponguru
@yelenamejova
@sakthibalanm
@ugurkursuncu
@mediateworkshop

Top hashtags:
#icwsm2021
#icwsm
#cybersocialthreats
#mediate2021
#cysoc2021
#memeanalysis
#representations

Description:
Description
The graph represents a network of 405 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, 21 March 2021 at 00:23 UTC.

The requested start date was Sunday, 21 March 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 77-day, 14-hour, 31-minute period from Friday, 01 January 2021 at 01:57 UTC to Friday, 19 March 2021 at 16:29 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 : 405
Unique Edges : 492
Edges With Duplicates : 818
Total Edges : 1310
Number of Edge Types : 5
MentionsInRetweet : 574
Mentions : 326
Retweet : 321
Replies to : 48
Tweet : 41
Self-Loops : 45
Reciprocated Vertex Pair Ratio : 0.0719041278295606
Reciprocated Edge Ratio : 0.13416149068323
Connected Components : 26
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 346
Maximum Edges in a Connected Component : 1250
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.378407
Graph Density : 0.00491993643808825
Modularity : 0.43935
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 405 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, 21 March 2021 at 00:23 UTC.

The requested start date was Sunday, 21 March 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 77-day, 14-hour, 31-minute period from Friday, 01 January 2021 at 01:57 UTC to Friday, 19 March 2021 at 16:29 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:
[17] https://www.icwsm.org/2021/index.html#workshops_schedule
[8] https://sites.google.com/view/icwsm2021datachallenge
[6] https://ojs.aaai.org/index.php/ICWSM/article/view/7345/7199g
[5] https://twitter.com/icwsm/status/1368915875529715714
[5] https://twitter.com/sakthibalanm/status/1371643746853384193
[4] https://cj2021.northeastern.edu/schedule/
[3] https://twitter.com/yelenamejova/status/1359431911081410561
[3] https://zivepstein.github.io/info-credibility-workshop/
[3] https://arxiv.org/abs/1812.10424
[3] http://CySoc.aiisc.ai

Top URLs in Tweet in G1:
[10] https://www.icwsm.org/2021/index.html#workshops_schedule
[5] https://twitter.com/icwsm/status/1368915875529715714
[5] https://sites.google.com/view/icwsm2021datachallenge
[3] https://arxiv.org/abs/1812.10424
[2] https://homepages.dcc.ufmg.br/~jussara/
[1] https://twitter.com/icwsm/status/1348557450492964864
[1] https://cj2021.northeastern.edu/schedule/
[1] https://www.cc.gatech.edu/~dyang888/
[1] https://docs.google.com/forms/d/e/1FAIpQLSelUtOxgj78eY6ZDylnzn3_RfsduWHiWHWli67OU3EZ1TBk6A/viewform?usp=send_form
[1] https://docs.google.com/forms/d/e/1FAIpQLSdZtimZEQXJCfZmczW_9TnNn-1iJDpMIRmn7ptGPCDr00oaLQ/viewform

Top URLs in Tweet in G2:
[1] https://arxiv.org/abs/1806.00429
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17877/16999

Top URLs in Tweet in G3:
[3] https://cj2021.northeastern.edu/schedule/
[2] https://www.icwsm.org/2021/index.html#workshops_schedule
[2] https://sites.google.com/view/icwsm2021datachallenge
[2] https://twitter.com/SPRITEPlus/status/1357252558067294209
[1] https://twitter.com/scyrusk/status/1346590326186770432
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/3210
[1] https://twitter.com/icwsm/status/1348557450492964864
[1] https://twitter.com/icwsm/status/1368141875450896387
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/3210
[1] https://sites.google.com/view/bigir/research/publications

Top URLs in Tweet in G4:
[2] https://sites.google.com/view/dataforvulnerable21
[2] https://twitter.com/yelenamejova/status/1359431911081410561
[1] https://www.icwsm.org/2021/index.html#workshops_schedule
[1] https://twitter.com/icwsm/status/1341472151908564996

Top URLs in Tweet in G5:
[1] https://twitter.com/timnitGebru/status/1364085403343589377

Top URLs in Tweet in G6:
[5] https://twitter.com/sakthibalanm/status/1371643746853384193
[1] https://twitter.com/Openthemag/status/1372886571163222024
[1] https://arxiv.org/abs/2102.03656
[1] https://arxiv.org/pdf/2102.03656.pdf
[1] https://twitter.com/kourtellis/status/1359520140438691841

Top URLs in Tweet in G7:
[3] http://CySoc.aiisc.ai
[2] https://www.icwsm.org/2021/index.html#workshops_schedule
[1] https://www.wired.com/story/academic-emoji-conference/

Top URLs in Tweet in G8:
[2] https://ojs.aaai.org//index.php/ICWSM/article/view/7361
[1] https://crcs.seas.harvard.edu/event/ai-social-good-workshop-0#program

Top URLs in Tweet in G9:
[1] https://sites.google.com/view/icwsm2021datachallenge
[1] https://homepages.dcc.ufmg.br/~jussara/

Top URLs in Tweet in G10:
[6] https://ojs.aaai.org/index.php/ICWSM/article/view/7345/7199g
[1] https://docs.google.com/forms/d/e/1FAIpQLSctcgFqihvO6Fc9NB_tnJaPQv6TF-EYun77Ro4dmBuN0rGnoQ/viewform?usp=send_form

Top Domains
Top Domains in Tweet in Entire Graph:
[38] aaai.org
[32] twitter.com
[20] google.com
[19] icwsm.org
[10] arxiv.org
[4] northeastern.edu
[3] github.io
[3] aiisc.ai
[3] ufmg.br
[2] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[13] twitter.com
[12] google.com
[10] icwsm.org
[5] arxiv.org
[2] ufmg.br
[2] acm.org
[2] nodexlgraphgallery.org
[1] northeastern.edu
[1] gatech.edu
[1] aaai.org

Top Domains in Tweet in G2:
[1] arxiv.org
[1] aaai.org

Top Domains in Tweet in G3:
[6] twitter.com
[4] aaai.org
[3] northeastern.edu
[3] google.com
[2] icwsm.org

Top Domains in Tweet in G4:
[3] twitter.com
[2] google.com
[1] icwsm.org

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

Top Domains in Tweet in G6:
[7] twitter.com
[2] arxiv.org

Top Domains in Tweet in G7:
[3] aiisc.ai
[2] icwsm.org
[1] wired.com

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

Top Domains in Tweet in G9:
[1] google.com
[1] ufmg.br

Top Domains in Tweet in G10:
[6] aaai.org
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] icwsm2021
[18] icwsm
[12] cybersocialthreats
[11] mediate2021
[11] cysoc2021
[6] memeanalysis
[6] representations
[6] cyberbullying
[4] privacy
[4] internationalwomensday



Top Hashtags in Tweet in G1:
[22] icwsm2021
[6] memeanalysis
[5] icwsm
[5] cybersocialthreats
[3] internationalwomensday
[2] icwsm2020
[2] womenincomputing
[2] readinggroup
[2] opentoall
[2] profgiri

Top Hashtags in Tweet in G3:
[5] icwsm2021
[4] icwsm
[3] research
[2] computational
[2] social
[1] mediate2021
[1] community
[1] socialscience
[1] ml
[1] datascience

Top Hashtags in Tweet in G4:
[2] cysoc2021
[2] icwsm
[1] icwsm2021
[1] mediate2021

Top Hashtags in Tweet in G5:
[1] academictwitter

Top Hashtags in Tweet in G6:
[5] icwsm
[4] privacy
[2] webtracking
[1] data
[1] protection
[1] india
[1] partisan
[1] news
[1] dataprotection
[1] dataprivacy

Top Hashtags in Tweet in G7:
[9] icwsm2021
[8] cysoc2021
[6] cybersocialthreats
[2] emoji2018
[1] icwsm18
[1] icwsm2018
[1] emojiresearch
[1] academictwitter
[1] ai
[1] toxicity

Top Hashtags in Tweet in G8:
[2] ai4sg

Top Hashtags in Tweet in G10:
[6] representations
[6] cyberbullying
[1] opentoall
[1] paper
[1] reading
[1] igdtuw

Top Words
Top Words in Tweet in Entire Graph:
[281] icwsm
[85] workshop
[75] social
[70] accepted
[68] online
[67] data
[65] year
[64] march
[57] work
[57] looking

Top Words in Tweet in G1:
[115] icwsm
[49] year
[33] please
[32] open
[30] social
[30] accepted
[29] great
[27] paper
[26] data
[26] consider

Top Words in Tweet in G2:
[50] online
[47] produce
[47] action
[46] saiphcita
[46] looking
[46] understand
[46] pro
[46] trump
[46] supporters
[46] organizing

Top Words in Tweet in G3:
[24] icwsm
[10] tutorials
[10] jasonnurse
[9] need
[9] year
[8] jisunan
[7] help
[7] oh
[7] mention
[7] chair

Top Words in Tweet in G4:
[28] icwsm
[22] vulnerable
[21] march
[21] 27
[21] workshop
[19] yelenamejova
[19] data
[19] wellbeing
[18] cfp
[18] focus

Top Words in Tweet in G5:
[6] miss
[5] aiesconf
[5] icwsm
[5] facctconference
[5] aoir_org
[5] yaleisp
[4] michaelzimmer
[4] futureofprivacy
[4] icahdq
[3] iconf

Top Words in Tweet in G6:
[13] indian
[11] icwsm
[10] work
[9] tracking
[9] partisan
[9] kourtellis
[7] news
[7] websites
[6] accepted
[6] happy

Top Words in Tweet in G7:
[22] icwsm
[22] workshop
[20] âƒ
[15] please
[14] consider
[11] accepted
[11] march
[11] ugurkursuncu
[11] second
[9] #icwsm2021

Top Words in Tweet in G8:
[17] icwsm
[10] ferdaofli
[8] data
[8] mimran15
[7] firojalam04
[7] papers
[7] accepted
[7] thanks
[7] co
[7] authors

Top Words in Tweet in G9:
[18] icwsm
[9] iseratho
[9] skopeinik
[7] elisab79
[6] find
[6] prof
[6] moral
[6] political
[5] fariba
[5] karimi

Top Words in Tweet in G10:
[6] refining
[6] #representations
[6] #cyberbullying
[6] classification
[6] cjziems
[6] yvigfusson
[6] fredmorstatter
[5] ponguru

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[58] accepted,icwsm
[47] trump,supporters
[47] collective,action
[46] please,consider
[46] looking,understand
[46] understand,pro
[46] pro,trump
[46] supporters,organizing
[46] organizing,online
[46] online,produce

Top Word Pairs in Tweet in G1:
[28] accepted,icwsm
[25] please,consider
[22] year,focus
[21] icwsm,2021
[21] data,challenge
[17] challenge,open
[16] 2021,data
[16] open,year
[16] focus,cross
[16] cross,platform

Top Word Pairs in Tweet in G2:
[46] looking,understand
[46] understand,pro
[46] pro,trump
[46] trump,supporters
[46] supporters,organizing
[46] organizing,online
[46] online,produce
[46] produce,collective
[46] collective,action
[45] saiphcita,looking

Top Word Pairs in Tweet in G3:
[7] oh,mention
[7] mention,tutorials
[7] tutorials,chair
[7] chair,icwsm
[7] icwsm,year
[7] year,jisunan
[7] jisunan,shaomeiwu
[7] shaomeiwu,well
[7] well,need
[7] congratulations,phd

Top Word Pairs in Tweet in G4:
[21] march,27
[19] icwsm,workshop
[19] workshop,data
[19] data,wellbeing
[19] wellbeing,vulnerable
[18] cfp,march
[18] 27,icwsm
[18] vulnerable,focus
[18] focus,disease
[18] disease,aggression

Top Word Pairs in Tweet in G5:
[4] aiesconf,icwsm
[4] icwsm,facctconference
[3] michaelzimmer,aoir_org
[3] aoir_org,yaleisp
[3] yaleisp,futureofprivacy
[3] futureofprivacy,icahdq
[3] icahdq,iconf
[3] iconf,aiesconf
[2] miss,aoir_org
[2] aoir_org,especially

Top Word Pairs in Tweet in G6:
[9] tracking,indian
[9] indian,partisan
[6] partisan,news
[5] tefresearch,concordiah2020
[5] concordiah2020,accordion_h2020
[5] accordion_h2020,pimcityproject
[4] web,tracking
[4] accepted,#icwsm
[4] great,team
[4] kourtellis,icwsm

Top Word Pairs in Tweet in G7:
[14] please,consider
[11] accepted,icwsm
[11] second,workshop
[9] deadline,march
[8] consider,submitting
[6] submission,deadline
[6] march,27
[6] excited,second
[6] workshop,cyber
[6] cyber,social

Top Word Pairs in Tweet in G8:
[8] mimran15,ferdaofli
[7] papers,accepted
[7] accepted,icwsm
[7] icwsm,thanks
[7] thanks,co
[7] co,authors
[7] authors,ahh
[7] ahh,hard
[7] hard,mention
[7] mention,names

Top Word Pairs in Tweet in G9:
[9] icwsm,iseratho
[9] iseratho,skopeinik
[5] icwsm,fariba
[5] fariba,karimi
[5] karimi,fariba_k
[5] fariba_k,assistant
[5] assistant,prof
[5] prof,dnds_ceu
[5] dnds_ceu,group
[5] group,leader

Top Word Pairs in Tweet in G10:
[6] refining,#representations
[6] #representations,#cyberbullying
[6] #cyberbullying,classification
[6] classification,cjziems
[6] cjziems,yvigfusson
[6] yvigfusson,fredmorstatter
[5] ponguru,refining

Top Replied-To
Top Replied-To in Entire Graph:
@elisab79
@tunaz_islam
@nammar
@fattanez
@jonathanstray
@michaelzimmer
@thomasrdavidson
@icwsm
@glichfield
@keiichi_ochiai

Top Replied-To in G1:
@tunaz_islam
@thomasrdavidson
@aclmeeting
@icwsm
@smartcryptology
@navidrekabsaz
@shamiikroy
@imtiazkarim23
@emilianoucl
@jaejaeykim2

Top Replied-To in G2:
@alicetiara

Top Replied-To in G3:
@glichfield
@timnitgebru
@m_starnini

Top Replied-To in G4:
@cocoweixu

Top Replied-To in G5:
@michaelzimmer
@anthropunk

Top Replied-To in G6:
@kourtellis

Top Replied-To in G7:
@sanjrockz

Top Replied-To in G8:
@firojalam04

Top Replied-To in G9:
@elisab79
@navatintarev

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@saiphcita
@yelenamejova
@ugurkursuncu
@emilianoucl
@kaishu0327
@jasonnurse
@acm_cscw
@ferdaofli
@mediateworkshop

Top Mentioned in G1:
@icwsm
@emilianoucl
@kaishu0327
@acm_cscw
@ugurkursuncu
@tanmoy_chak
@jrappaz
@gtcomputing
@jasonnurse
@feedkoko

Top Mentioned in G2:
@saiphcita
@bkeegan
@saviaga
@jasonnurse

Top Mentioned in G3:
@icwsm
@jasonnurse
@jisunan
@shaomeiwu
@keenan_jones_
@scyrusk
@hooklee75
@unikentcybersec
@unikentcomp
@yelenamejova

Top Mentioned in G4:
@icwsm
@yelenamejova
@rumichunara
@ugurkursuncu
@elisa_omodei
@wfp
@unicef
@vedransekara
@itukbh
@kyriakikalimeri

Top Mentioned in G5:
@aiesconf
@icwsm
@facctconference
@aoir_org
@yaleisp
@futureofprivacy
@icahdq
@iconf
@michaelzimmer
@realaaai

Top Mentioned in G6:
@icwsm
@kourtellis
@tefresearch
@concordiah2020
@accordion_h2020
@pimcityproject
@nishanthsastry
@sakthibalanm
@arxivabs
@vekariayash

Top Mentioned in G7:
@icwsm
@ugurkursuncu
@amit_p
@sanjrockz
@yelenamejova
@h_saggion
@jhblackb
@megansquire0
@wired
@pardesoteric

Top Mentioned in G8:
@icwsm
@ferdaofli
@mimran15
@firojalam04
@theu
@facebook
@yelenamejova
@ijcaiconf
@ingmarweber
@mfatehkia

Top Mentioned in G9:
@icwsm
@iseratho
@skopeinik
@fariba_k
@dnds_ceu
@cshvienna
@socialcomplab
@tugraz_csbme
@elisab79
@navatintarev

Top Mentioned in G10:
@cjziems
@yvigfusson
@fredmorstatter
@ponguru
@i
@icwsm
@aman_kaur25
@acmigdtuw

Top Tweeters
Top Tweeters in Entire Graph:
@shyduroff
@marypcbuk
@caboludwig
@alleygator
@godfrey_g_
@wired
@jmmuriu
@anthropunk
@alejandrortiz77
@zeynep

Top Tweeters in G1:
@marypcbuk
@jmmuriu
@toritorix
@admford
@kmallwein
@vukosi
@ak1010
@thoughtfulnz
@gianluca_string
@soramame0518

Top Tweeters in G2:
@shyduroff
@caboludwig
@alleygator
@alejandrortiz77
@lunaticsx
@sonyalynn
@dalecaro
@lanjoe9
@bkeegan
@leoncsm

Top Tweeters in G3:
@zeynep
@davidlazer
@jasonnurse
@scireports
@haewoon
@timnitgebru
@eredmil1
@charitydelmus
@ajungherr
@glichfield

Top Tweeters in G4:
@yoavgo
@unicef
@dynamicssiam
@wfp
@yearrypanji
@arkaitz
@itukbh
@ctrattner
@leoferres
@mtizzoni

Top Tweeters in G5:
@anthropunk
@michaelzimmer
@diverseinai
@futureofprivacy
@yaleisp
@icahdq
@acmrecsys
@thewebconf
@iconf
@kdd_news

Top Tweeters in G6:
@fergal_davis
@openthemag
@uniofsurrey
@ukparliament
@kingscollegelon
@athanat
@arxivabs
@efilakka
@shounakset
@pk_plus_plus

Top Tweeters in G7:
@godfrey_g_
@wired
@jessicascott09
@jenny8lee
@keithbroni
@kaushikunal
@surangasms01
@megansquire0
@sanjrockz
@vbehzadan

Top Tweeters in G8:
@qf
@facebook
@biscorecard
@hbku
@ciro
@qatarcomputing
@ingmarweber
@preslav_nakov
@theu
@afroza_neela

Top Tweeters in G9:
@navatintarev
@taledavood
@ahmedemadz
@goettl
@elisab79
@marek_kwiek
@cshvienna
@joe_gisc
@dgarcia_eu
@dnds_ceu

Top Tweeters in G10:
@ponguru
@rishabhk_
@acmigdtuw
@jushaansingh
@rishi_raj_jain_
@yvigfusson
@jiviteshjn
@aman_kaur25
@cjziems
@fredmorstatter


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