icwsm, Twitter, 4/11/2021 12:29:03 AM, 252575


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icwsm_2021-04-10_17-22-40.xlsx
icwsm_2021-04-10_17-22-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 11, 2021
Short Description:
icwsm via NodeXL https://bit.ly/3g0c6HX
@icwsm
@jasonnurse
@saiphcita
@nicvel
@cerenbudak
@ponguru
@mediateworkshop
@diverseinai
@tugrulcanelmas
@yelenamejova

Top hashtags:
#icwsm2021
#icwsm
#cysoc2021
#cybersocialthreats
#mediate2021
#wikipedia
#covaxxy
#covid19

Description:
Description
The graph represents a network of 522 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, 11 April 2021 at 00:23 UTC.

The requested start date was Sunday, 11 April 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 97-day, 20-hour, 0-minute period from Friday, 01 January 2021 at 01:57 UTC to Thursday, 08 April 2021 at 21:57 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 : 522
Unique Edges : 611
Edges With Duplicates : 1227
Total Edges : 1838
Number of Edge Types : 5
Retweet : 466
MentionsInRetweet : 790
Replies to : 72
Mentions : 450
Tweet : 60
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.0839303991811668
Reciprocated Edge Ratio : 0.154863078375826
Connected Components : 32
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 442
Maximum Edges in a Connected Component : 1737
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.309469
Graph Density : 0.00389392635735875
Modularity : 0.402053
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 522 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, 11 April 2021 at 00:23 UTC.

The requested start date was Sunday, 11 April 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 97-day, 20-hour, 0-minute period from Friday, 01 January 2021 at 01:57 UTC to Thursday, 08 April 2021 at 21:57 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:
[19] https://sites.google.com/view/icwsm2021datachallenge
[18] https://www.icwsm.org/2021/index.html#workshops_schedule
[9] https://twitter.com/icwsm/status/1377262597741944839
[8] https://hate-alert.github.io/talk/icwsm_tutorial/
[6] https://twitter.com/icwsm/status/1368915875529715714
[6] https://www.icwsm.org/2021/index.html#scholarships
[6] https://ojs.aaai.org/index.php/ICWSM/article/view/7345/7199g
[5] https://twitter.com/sakthibalanm/status/1371643746853384193
[4] http://CySoc.aiisc.ai
[4] https://ojs.aaai.org/index.php/ICWSM/article/view/7274/7128

Top URLs in Tweet in G1:
[10] https://www.icwsm.org/2021/index.html#workshops_schedule
[7] https://sites.google.com/view/icwsm2021datachallenge
[5] https://twitter.com/icwsm/status/1368915875529715714
[4] http://CySoc.aiisc.ai
[3] https://hate-alert.github.io/talk/icwsm_tutorial/
[3] https://arxiv.org/abs/1812.10424
[2] https://scholar.google.com/citations?user=iFlnVCoAAAAJ&hl=en
[2] https://www.icwsm.org/2021/index.html#fullpapers
[2] https://www.icwsm.org/2021/index.html#scholarships
[2] http://emoji2021.aiisc.ai/#section-cfp

Top URLs in Tweet in G2:
[3] https://www.icwsm.org/2021/index.html#scholarships
[3] https://hate-alert.github.io/talk/icwsm_tutorial/
[3] https://www.icwsm.org/2021/index.html#workshops_schedule
[3] https://sites.google.com/view/icwsm2021datachallenge
[2] https://twitter.com/icwsm/status/1348557450492964864
[2] https://ojs.aaai.org//index.php/ICWSM/article/view/7279/7133
[2] https://twitter.com/SPRITEPlus/status/1357252558067294209
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/7278
[1] https://twitter.com/icwsm/status/1341472151908564996
[1] https://twitter.com/icwsm/status/1368141875450896387

Top URLs in Tweet in G3:
[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 G4:
[8] https://sites.google.com/view/icwsm2021datachallenge
[7] https://twitter.com/icwsm/status/1377262597741944839
[1] https://twitter.com/icwsm/status/1368915875529715714
[1] https://www.icwsm.org/2021/index.html#workshops_schedule
[1] https://www.icwsm.org/2021/index.html#scholarships
[1] https://arxiv.org/abs/2101.03820
[1] https://zenodo.org/record/4442460
[1] https://hate-alert.github.io/talk/icwsm_tutorial/
[1] https://twitter.com/gianluca_string/status/1377263174286778371
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244932

Top URLs in Tweet in G5:
[4] https://twitter.com/sakthibalanm/status/1371643746853384193
[3] https://arxiv.org/abs/2103.16613
[2] https://arxiv.org/pdf/2103.16613.pdf
[2] https://zenodo.org/record/4433137
[1] https://easychair.org/account/signin?l=ifjQox2Yjw4ra0hBR9UehW#
[1] https://www.icwsm.org/2021/index.html#workshops_schedule
[1] https://arxiv.org/abs/2102.03656
[1] https://arxiv.org/pdf/2102.03656.pdf
[1] https://twitter.com/Openthemag/status/1372886571163222024
[1] https://twitter.com/kourtellis/status/1359520140438691841

Top URLs in Tweet in G6:
[1] https://twitter.com/timnitGebru/status/1364085403343589377

Top URLs in Tweet in G7:
[3] https://twitter.com/yelenamejova/status/1359431911081410561
[2] https://sites.google.com/view/dataforvulnerable21
[1] https://www.icwsm.org/2021/index.html#workshops_schedule

Top URLs in Tweet in G8:
[3] https://arxiv.org/abs/2007.07996
[2] https://ojs.aaai.org//index.php/ICWSM/article/view/7361
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/7274/7128
[1] https://crcs.seas.harvard.edu/event/ai-social-good-workshop-0#program

Top URLs in Tweet in G9:
[6] https://ojs.aaai.org/index.php/ICWSM/article/view/7345/7199g
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/7274/7128
[2] https://docs.google.com/forms/d/e/1FAIpQLSctcgFqihvO6Fc9NB_tnJaPQv6TF-EYun77Ro4dmBuN0rGnoQ/viewform?usp=send_form
[1] https://groups.google.com/g/readwithprecog/
[1] https://twitter.com/sakthibalanm/status/1371643746853384193

Top URLs in Tweet in G10:
[3] https://cj2021.northeastern.edu/schedule/
[1] https://twitter.com/scyrusk/status/1346590326186770432
[1] https://twitter.com/icwsm/status/1377262597741944839
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/3210
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/3210
[1] https://sites.google.com/view/bigir/research/publications
[1] https://twitter.com/icwsm/status/1344310678342000642

Top Domains
Top Domains in Tweet in Entire Graph:
[52] aaai.org
[50] twitter.com
[34] google.com
[29] icwsm.org
[21] arxiv.org
[11] github.io
[7] aiisc.ai
[4] zenodo.org
[4] northeastern.edu
[3] acm.org

Top Domains in Tweet in G1:
[17] twitter.com
[15] google.com
[15] icwsm.org
[7] aiisc.ai
[4] arxiv.org
[3] aaai.org
[3] acm.org
[3] github.io
[2] youtube.com
[1] gatech.edu

Top Domains in Tweet in G2:
[6] icwsm.org
[6] twitter.com
[5] aaai.org
[3] github.io
[3] google.com
[1] ufmg.br
[1] northeastern.edu

Top Domains in Tweet in G3:
[1] arxiv.org
[1] aaai.org

Top Domains in Tweet in G4:
[9] twitter.com
[8] google.com
[2] icwsm.org
[2] nodexlgraphgallery.org
[1] arxiv.org
[1] zenodo.org
[1] github.io

Top Domains in Tweet in G5:
[7] arxiv.org
[6] twitter.com
[2] zenodo.org
[1] easychair.org
[1] icwsm.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[3] twitter.com
[2] google.com
[1] icwsm.org

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

Top Domains in Tweet in G9:
[9] aaai.org
[3] google.com
[1] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com
[3] northeastern.edu
[2] aaai.org
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[63] icwsm2021
[43] icwsm
[14] cysoc2021
[13] cybersocialthreats
[11] mediate2021
[10] wikipedia
[8] covaxxy
[8] covid19
[7] opentoall
[7] data4good



Top Hashtags in Tweet in G1:
[37] icwsm2021
[12] icwsm
[10] cysoc2021
[9] cybersocialthreats
[6] memeanalysis
[5] womenincomputing
[3] icwsm2020
[3] internationalwomensday
[3] tutorials
[3] emoji2018

Top Hashtags in Tweet in G2:
[10] icwsm2021
[9] mediate2021
[8] icwsm
[3] research
[2] computational
[2] social
[2] scholarships
[2] underrepresented
[2] volunteer
[1] cysoc2021

Top Hashtags in Tweet in G4:
[13] icwsm2021
[7] icwsm
[3] cybersocialthreats
[2] cysoc2021
[2] readinggroup
[2] opentoall
[2] profgiri
[2] nlproc
[2] aaai
[2] softeng

Top Hashtags in Tweet in G5:
[8] wikipedia
[5] icwsm
[4] privacy
[2] webtracking
[1] wikiworkshop2021
[1] icwsm2021
[1] dataprotection
[1] dataprivacy
[1] transparency
[1] data

Top Hashtags in Tweet in G6:
[1] academictwitter

Top Hashtags in Tweet in G7:
[5] data4good
[1] icwsm2021
[1] cysoc2021

Top Hashtags in Tweet in G8:
[2] ai4sg
[1] opentoall
[1] paper
[1] reading
[1] data4good

Top Hashtags in Tweet in G9:
[6] representations
[6] cyberbullying
[4] opentoall
[4] paper
[4] reading
[1] igdtuw

Top Hashtags in Tweet in G10:
[1] icwsm

Top Words
Top Words in Tweet in Entire Graph:
[448] icwsm
[99] data
[97] workshop
[94] paper
[93] 2021
[93] please
[90] deadline
[89] accepted
[85] social
[77] year

Top Words in Tweet in G1:
[141] icwsm
[47] workshop
[44] deadline
[37] #icwsm2021
[34] please
[31] accepted
[29] march
[28] paper
[28] âƒ
[25] social

Top Words in Tweet in G2:
[76] icwsm
[34] student
[33] please
[32] groups
[31] underrepresented
[30] scholarships
[28] 2021
[27] regions
[26] opportunities
[24] cerenbudak

Top Words in Tweet in G3:
[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 G4:
[79] icwsm
[35] year
[33] deadline
[27] data
[27] challenge
[22] open
[20] emilianoucl
[19] please
[17] consider
[16] 2021

Top Words in Tweet in G5:
[26] icwsm
[20] tracking
[16] indian
[13] accepted
[12] kourtellis
[12] work
[12] partisan
[11] e__migrante
[11] paper
[10] propagation

Top Words in Tweet in G6:
[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 G7:
[23] icwsm
[19] vulnerable
[18] march
[18] 27
[17] workshop
[16] data
[16] wellbeing
[16] yelenamejova
[15] cfp
[15] focus

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

Top Words in Tweet in G9:
[7] ponguru
[6] refining
[6] #representations
[6] #cyberbullying
[6] classification
[6] cjziems
[6] yvigfusson
[6] fredmorstatter
[5] characterising
[4] #opentoall

Top Words in Tweet in G10:
[12] icwsm
[8] tutorials
[7] need
[7] year
[7] jisunan
[6] oh
[6] mention
[6] chair
[6] shaomeiwu
[6] well

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[77] icwsm,2021
[77] accepted,icwsm
[51] data,challenge
[50] please,consider
[48] march,27
[47] trump,supporters
[47] collective,action
[46] looking,understand
[46] understand,pro
[46] pro,trump

Top Word Pairs in Tweet in G1:
[29] accepted,icwsm
[24] please,consider
[22] submission,deadline
[16] consider,submitting
[14] deadline,march
[13] find,more
[13] data,challenge
[13] march,27
[13] icwsm,workshop
[13] second,workshop

Top Word Pairs in Tweet in G2:
[30] underrepresented,groups
[27] groups,regions
[26] icwsm,2021
[26] regions,student
[24] 2021,scholarships
[24] scholarships,underrepresented
[24] student,volunteer
[24] volunteer,opportunities
[24] opportunities,live
[24] live,please

Top Word Pairs in Tweet in G3:
[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 G4:
[27] data,challenge
[17] please,consider
[13] icwsm,2021
[13] accepted,icwsm
[11] 2021,data
[11] challenge,open
[11] open,year
[11] year,focus
[11] focus,cross
[11] cross,platform

Top Word Pairs in Tweet in G5:
[12] tracking,indian
[12] indian,partisan
[9] partisan,news
[8] tracking,knowledge
[8] knowledge,propagation
[8] propagation,#wikipedia
[8] #wikipedia,languages
[8] accepted,icwsm
[7] dataset,paper
[7] paper,tracking

Top Word Pairs in Tweet in G6:
[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 G7:
[18] march,27
[16] icwsm,workshop
[16] workshop,data
[16] data,wellbeing
[16] wellbeing,vulnerable
[15] cfp,march
[15] 27,icwsm
[15] vulnerable,focus
[15] focus,disease
[15] disease,aggression

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:
[6] refining,#representations
[6] #representations,#cyberbullying
[6] #cyberbullying,classification
[6] classification,cjziems
[6] cjziems,yvigfusson
[6] yvigfusson,fredmorstatter
[5] ponguru,refining
[4] #opentoall,#paper
[4] #paper,#reading
[3] #reading,30

Top Word Pairs in Tweet in G10:
[6] oh,mention
[6] mention,tutorials
[6] tutorials,chair
[6] chair,icwsm
[6] icwsm,year
[6] year,jisunan
[6] jisunan,shaomeiwu
[6] shaomeiwu,well
[6] well,need
[5] scyrusk,oh

Top Replied-To
Top Replied-To in Entire Graph:
@icwsm
@elisab79
@e__migrante
@jonathanstray
@wikiresearch
@tunaz_islam
@nammar
@fattanez
@jiachenyan
@sanjrockz

Top Replied-To in G1:
@icwsm
@jiachenyan
@tunaz_islam
@sanjrockz
@thomasrdavidson
@nekozzang
@hide_yourself
@ammarrashed_mb
@kuisaicenter
@navidrekabsaz

Top Replied-To in G2:
@jonathanstray
@icwsm
@cocoweixu
@aclmeeting
@nglance
@anneohirsch

Top Replied-To in G3:
@alicetiara

Top Replied-To in G4:
@timnitgebru
@smartcryptology
@emilianoucl

Top Replied-To in G5:
@e__migrante
@wikiresearch
@emergencekirk
@kourtellis

Top Replied-To in G6:
@michaelzimmer
@anthropunk

Top Replied-To in G8:
@firojalam04

Top Replied-To in G10:
@glichfield
@m_starnini

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@saiphcita
@yelenamejova
@cerenbudak
@ugurkursuncu
@emilianoucl
@kaishu0327
@jasonnurse
@sanjrockz
@acm_cscw

Top Mentioned in G1:
@icwsm
@ugurkursuncu
@sanjrockz
@amit_p
@yelenamejova
@h_saggion
@nekozzang
@kaistpr
@jenny8lee
@tanmoy_chak

Top Mentioned in G2:
@icwsm
@cerenbudak
@jasonnurse
@mediateworkshop
@keenan_jones_
@hooklee75
@unikentcybersec
@enimust
@unikentcomp
@yelenamejova

Top Mentioned in G3:
@saiphcita
@bkeegan
@saviaga
@jasonnurse

Top Mentioned in G4:
@icwsm
@emilianoucl
@acm_cscw
@kaishu0327
@gianluca_string
@_kenny_joseph
@ugurkursuncu
@cerenbudak
@manoelribeiro
@feedkoko

Top Mentioned in G5:
@icwsm
@kourtellis
@tefresearch
@e__migrante
@souneil
@wikipedia
@wikimedia
@concordiah2020
@accordion_h2020
@pimcityproject

Top Mentioned in G6:
@aiesconf
@icwsm
@facctconference
@aoir_org
@yaleisp
@futureofprivacy
@icahdq
@iconf
@michaelzimmer
@realaaai

Top Mentioned in G7:
@icwsm
@yelenamejova
@kyriakikalimeri
@rumichunara
@ugurkursuncu
@elisa_omodei
@wfp
@unicef
@vedransekara
@itukbh

Top Mentioned in G8:
@icwsm
@ferdaofli
@firojalam04
@mimran15
@theu
@preslav_nakov
@hamdy_mubarak
@facebook
@yelenamejova
@hassaan84s

Top Mentioned in G9:
@ponguru
@cjziems
@yvigfusson
@fredmorstatter
@i
@pk_plus_plus
@icwsm
@p
@gvrkiran
@sagarjoglekar

Top Mentioned in G10:
@icwsm
@jisunan
@shaomeiwu
@scyrusk
@yelenamejova
@haewoon
@chris_bail
@zeynep
@ajungherr
@glichfield

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@shyduroff
@marypcbuk
@caboludwig
@antounh
@godfrey_g_
@aushiker
@alleygator
@wired

Top Tweeters in G1:
@marypcbuk
@godfrey_g_
@wired
@jmmuriu
@jessicascott09
@toritorix
@openscience
@openscitalk
@jenny8lee
@kmallwein

Top Tweeters in G2:
@antounh
@yoavgo
@mdekstrand
@kavango
@jonathanstray
@davidlazer
@jasonnurse
@johandh2o
@umsi
@lr

Top Tweeters in G3:
@shyduroff
@caboludwig
@alleygator
@alejandrortiz77
@lunaticsx
@sonyalynn
@dalecaro
@lanjoe9
@bkeegan
@leoncsm

Top Tweeters in G4:
@admford
@vukosi
@ak1010
@thoughtfulnz
@gianluca_string
@timnitgebru
@munmun10
@jhblackb
@smartcryptology
@britdavidson

Top Tweeters in G5:
@sectest9
@cybersecurityn8
@openthemag
@wikipedia
@wikidata
@wikimedia
@wikiresearch
@arxivabs
@athanat
@politonews

Top Tweeters in G6:
@anthropunk
@michaelzimmer
@diverseinai
@futureofprivacy
@yaleisp
@icahdq
@acmrecsys
@thewebconf
@iconf
@kdd_news

Top Tweeters in G7:
@unicef
@dynamicssiam
@wfp
@nyutandon
@yearrypanji
@itukbh
@ctrattner
@leoferres
@mtizzoni
@danielapaolotti

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

Top Tweeters in G9:
@fergal_davis
@uniofsurrey
@ukparliament
@kingscollegelon
@sagarjoglekar
@ponguru
@gareth_tyson
@pk_plus_plus
@rishabhk_
@p

Top Tweeters in G10:
@zeynep
@scireports
@haewoon
@eredmil1
@charitydelmus
@ajungherr
@glichfield
@moha_magdy
@chris_bail
@words_life


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