icwsm, Twitter, 5/3/2021 7:17:43 PM, 254071


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icwsm_2021-05-02_17-28-07.xlsx
icwsm_2021-05-02_17-28-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 03, 2021
Short Description:
icwsm via NodeXL https://bit.ly/3aVzgfd
@icwsm
@cerenbudak
@mediateworkshop
@diverseinai
@tugrulcanelmas
@jasonnurse
@jonathanstray
@yelenamejova
@katestarbird
@iconf

Top hashtags:
#icwsm2021
#icwsm
#datascience
#cysoc2021
#cybersocialthreats
#mediate2021

Description:
Description
The graph represents a network of 525 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 Monday, 03 May 2021 at 00:29 UTC.

The requested start date was Sunday, 02 May 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 87-day, 16-hour, 22-minute period from Monday, 01 February 2021 at 17:56 UTC to Friday, 30 April 2021 at 10:19 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 : 525
Unique Edges : 622
Edges With Duplicates : 1369
Total Edges : 1991
Number of Edge Types : 5
MentionsInRetweet : 898
Mentions : 441
Retweet : 515
Replies to : 77
Tweet : 60
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.0864811133200795
Reciprocated Edge Ratio : 0.159194876486734
Connected Components : 35
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 432
Maximum Edges in a Connected Component : 1880
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.946054
Graph Density : 0.00397310069065794
Modularity : 0.367459
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 525 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 Monday, 03 May 2021 at 00:29 UTC.

The requested start date was Sunday, 02 May 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 87-day, 16-hour, 22-minute period from Monday, 01 February 2021 at 17:56 UTC to Friday, 30 April 2021 at 10:19 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] https://sites.google.com/view/icwsm2021datachallenge
[18] https://www.icwsm.org/2021/index.html
[18] https://www.icwsm.org/2021/index.html#workshops_schedule
[14] https://twitter.com/icwsm/status/1377262597741944839
[8] https://www.icwsm.org/2021/index.html#scholarships
[8] https://hate-alert.github.io/talk/icwsm_tutorial/
[6] https://twitter.com/icwsm/status/1368915875529715714
[6] https://twitter.com/virgilioalmeida/status/1386666941050458115
[5] https://twitter.com/sakthibalanm/status/1371643746853384193
[4] https://cj2021.northeastern.edu/schedule/

Top URLs in Tweet in G1:
[13] https://sites.google.com/view/icwsm2021datachallenge
[11] https://twitter.com/icwsm/status/1377262597741944839
[9] https://www.icwsm.org/2021/index.html
[6] https://www.icwsm.org/2021/index.html#scholarships
[5] https://www.icwsm.org/2021/index.html#workshops_schedule
[4] http://CySoc.aiisc.ai
[3] https://twitter.com/virgilioalmeida/status/1386666941050458115
[2] https://ojs.aaai.org//index.php/ICWSM/article/view/7279/7133
[2] https://twitter.com/SPRITEPlus/status/1357252558067294209
[1] https://cj2021.northeastern.edu/schedule/

Top URLs in Tweet in G2:
[9] https://www.icwsm.org/2021/index.html#workshops_schedule
[7] https://sites.google.com/view/icwsm2021datachallenge
[5] https://twitter.com/icwsm/status/1368915875529715714
[5] https://www.icwsm.org/2021/index.html
[3] https://hate-alert.github.io/talk/icwsm_tutorial/
[3] https://arxiv.org/abs/1812.10424
[2] https://www.icwsm.org/2021/index.html#fullpapers
[2] https://www.icwsm.org/2021/index.html#scholarships
[2] https://twitter.com/virgilioalmeida/status/1386666941050458115
[2] https://twitter.com/icwsm/status/1377262597741944839

Top URLs in Tweet in G3:
[3] https://sites.google.com/view/dataforvulnerable21
[3] https://cj2021.northeastern.edu/schedule/
[3] https://twitter.com/yelenamejova/status/1359431911081410561
[1] https://www.icwsm.org/2021/index.html#workshops_schedule
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/3210
[1] https://twitter.com/yelenamejova/status/1386990792808538121
[1] https://twitter.com/icwsm/status/1377262597741944839
[1] https://twitter.com/virgilioalmeida/status/1386666941050458115
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/3210

Top URLs in Tweet in G4:
[1] https://twitter.com/jacomyma/status/1138848166101565440
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13046/12770
[1] https://twitter.com/timnitGebru/status/1364085403343589377

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
[2] https://twitter.com/kourtellis/status/1381917579074269185
[1] https://twitter.com/icwsm/status/1385503955850043392
[1] https://twitter.com/kourtellis/status/1359520140438691841
[1] https://twitter.com/Openthemag/status/1372886571163222024
[1] https://nishrs.github.io/pdf/2021/IndianNewsTrackingICWSM21.pdf
[1] https://arxiv.org/pdf/2102.03656.pdf

Top URLs in Tweet in G6:
[4] https://ojs.aaai.org/index.php/ICWSM/article/view/7274/7128
[3] https://arxiv.org/abs/2007.07996
[1] https://twitter.com/sakthibalanm/status/1371643746853384193
[1] https://docs.google.com/forms/d/e/1FAIpQLSctcgFqihvO6Fc9NB_tnJaPQv6TF-EYun77Ro4dmBuN0rGnoQ/viewform?usp=send_form
[1] https://groups.google.com/g/readwithprecog/

Top URLs in Tweet in G7:
[3] https://hate-alert.github.io/talk/icwsm_tutorial/
[2] https://www.icwsm.org/2021/index.html
[1] https://digitalmediasig.github.io/Mediate2021/
[1] https://twitter.com/MediateWorkshop/status/1369001419047657482
[1] https://archive.org
[1] https://zenodo.org/record/4439509
[1] https://arxiv.org/abs/2101.05919

Top URLs in Tweet in G8:
[2] https://arxiv.org/abs/2103.11853
[1] https://sites.google.com/view/icwsm2021datachallenge
[1] https://github.com/socialcomplab/icwsm21-framing
[1] https://hate-alert.github.io/talk/icwsm_tutorial/
[1] https://homepages.dcc.ufmg.br/~jussara/

Top URLs in Tweet in G9:
[1] https://twitter.com/JurgenPfeffer/status/1385159550463102976
[1] https://twitter.com/icwsm/status/1376506315766382599
[1] http://buswk.co/hHkvmJ
[1] https://scholar.google.com/citations?user=iFlnVCoAAAAJ&hl=en

Top URLs in Tweet in G10:
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/7314/7168
[1] https://www.icwsm.org/2021/index.html#workshops_schedule
[1] https://twitter.com/icwsm/status/1369995871304187911
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/3244/3112
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/3205
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/7277
[1] https://twitter.com/fpmarconi/status/1374149752602902529
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/15055
[1] https://socialmediaanalysis.com/calendar/2021/03/icwsm-2021.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://arxiv.org/abs/2010.13387

Top Domains
Top Domains in Tweet in Entire Graph:
[65] twitter.com
[50] icwsm.org
[43] aaai.org
[34] google.com
[19] arxiv.org
[15] github.io
[7] aiisc.ai
[4] northeastern.edu
[4] zenodo.org
[3] ufmg.br

Top Domains in Tweet in G1:
[23] twitter.com
[22] icwsm.org
[13] google.com
[6] aaai.org
[4] aiisc.ai
[1] northeastern.edu
[1] ufmg.br
[1] arxiv.org
[1] zenodo.org
[1] github.io

Top Domains in Tweet in G2:
[20] icwsm.org
[18] twitter.com
[13] google.com
[4] github.io
[3] acm.org
[3] aiisc.ai
[3] arxiv.org
[2] aaai.org
[2] youtube.com
[1] gatech.edu

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

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

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

Top Domains in Tweet in G6:
[4] aaai.org
[3] arxiv.org
[2] google.com
[1] twitter.com

Top Domains in Tweet in G7:
[4] github.io
[2] icwsm.org
[1] twitter.com
[1] archive.org
[1] zenodo.org
[1] arxiv.org

Top Domains in Tweet in G8:
[2] arxiv.org
[1] google.com
[1] github.com
[1] github.io
[1] ufmg.br

Top Domains in Tweet in G9:
[2] twitter.com
[1] buswk.co
[1] google.com

Top Domains in Tweet in G10:
[6] aaai.org
[2] icwsm.org
[2] twitter.com
[1] socialmediaanalysis.com
[1] arxiv.org
[1] edu.cn

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[81] icwsm2021
[51] icwsm
[30] datascience
[14] cysoc2021
[13] cybersocialthreats
[12] mediate2021
[10] datachallenge
[10] wikipedia
[8] covaxxy
[8] covid19



Top Hashtags in Tweet in G1:
[41] icwsm2021
[17] icwsm
[11] cybersocialthreats
[11] cysoc2021
[7] datachallenge
[3] computational
[3] research
[3] social
[2] datascience
[2] ml

Top Hashtags in Tweet in G2:
[33] icwsm2021
[12] icwsm
[6] icwsm21
[6] memeanalysis
[4] womenincomputing
[3] internationalwomensday
[3] tutorials
[3] datachallenge
[3] emoji2018
[3] academictwitter

Top Hashtags in Tweet in G3:
[23] datascience
[6] data4good
[2] icwsm2021
[2] ai
[2] cysoc2021
[1] dataforgood
[1] cfp

Top Hashtags in Tweet in G4:
[1] ai
[1] machinelearning
[1] nlp
[1] datascience
[1] icwsm
[1] websci
[1] eacl2021
[1] dataviz

Top Hashtags in Tweet in G5:
[10] icwsm
[8] wikipedia
[5] privacy
[2] dataprotection
[2] dataprivacy
[2] transparency
[2] webtracking
[1] data
[1] protection
[1] partisanship

Top Hashtags in Tweet in G6:
[4] opentoall
[4] paper
[4] reading

Top Hashtags in Tweet in G7:
[9] mediate2021
[2] icwsm2021
[1] cysoc2021
[1] tutorials
[1] hatespeech
[1] lapps1727
[1] dhum1727

Top Hashtags in Tweet in G9:
[3] datascience
[1] proudmember
[1] happywomensday
[1] womenincomputing
[1] icwsm2021

Top Hashtags in Tweet in G10:
[1] icwsm2011
[1] icwsm
[1] cscw
[1] www
[1] sigir
[1] tkde
[1] socialcommerce

Top Words
Top Words in Tweet in Entire Graph:
[560] icwsm
[139] 2021
[114] data
[103] accepted
[101] deadline
[100] social
[98] work
[97] workshop
[89] paper
[86] please

Top Words in Tweet in G1:
[198] icwsm
[65] 2021
[63] please
[53] data
[48] challenge
[45] deadline
[41] underrepresented
[41] student
[41] #icwsm2021
[40] social

Top Words in Tweet in G2:
[134] icwsm
[41] deadline
[34] work
[34] workshop
[33] #icwsm2021
[33] accepted
[28] âƒ
[26] 2021
[24] find
[24] data

Top Words in Tweet in G3:
[72] icwsm
[48] yelenamejova
[30] vulnerable
[27] march
[27] 27
[26] data
[25] workshop
[25] interested
[23] wellbeing
[23] focus

Top Words in Tweet in G4:
[8] icwsm
[3] icmlconf
[3] participalab
[3] empezamos
[3] prototipar
[3] herramientas
[3] análisis
[3] visualización
[3] datos
[3] entender

Top Words in Tweet in G5:
[35] icwsm
[34] indian
[29] tracking
[28] news
[26] work
[21] partisan
[19] websites
[19] 2021
[18] accepted
[18] happy

Top Words in Tweet in G6:
[16] icwsm
[9] firojalam04
[8] mimran15
[8] ferdaofli
[7] papers
[7] accepted
[7] thanks
[7] co
[7] authors
[7] ahh

Top Words in Tweet in G7:
[24] icwsm
[14] 2021
[12] mediateworkshop
[11] accepted
[11] paper
[11] dataset
[11] censored
[11] tweets
[10] state
[10] mine

Top Words in Tweet in G8:
[22] icwsm
[11] skopeinik
[10] iseratho
[9] elisab79
[7] find
[7] socialcomplab
[7] tugraz_csbme
[6] prof
[6] moral
[6] political

Top Words in Tweet in G9:
[19] icwsm
[11] nekozzang
[7] kaistpr
[6] favorite
[5] work
[4] thrilled
[4] serving
[4] community
[4] awesome
[4] interdisciplinary

Top Words in Tweet in G10:
[4] paper
[4] social
[4] media
[3] international
[3] conference
[3] icwsm
[2] 2014
[2] sentiment
[2] twitter
[2] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[118] icwsm,2021
[87] accepted,icwsm
[68] data,challenge
[50] please,consider
[48] march,27
[43] underrepresented,groups
[41] icwsm,workshop
[38] student,volunteer
[35] groups,regions
[35] submission,deadline

Top Word Pairs in Tweet in G1:
[55] icwsm,2021
[48] data,challenge
[37] please,consider
[34] underrepresented,groups
[31] student,volunteer
[30] groups,regions
[28] regions,student
[26] 2021,scholarships
[26] scholarships,underrepresented
[26] volunteer,opportunities

Top Word Pairs in Tweet in G2:
[31] accepted,icwsm
[20] submission,deadline
[20] icwsm,2021
[15] data,challenge
[14] find,more
[13] work,accepted
[12] fully,virtual
[11] thanks,tweet
[11] tweet,first
[11] first,work

Top Word Pairs in Tweet in G3:
[27] march,27
[23] workshop,data
[23] data,wellbeing
[23] wellbeing,vulnerable
[23] considering,attending
[23] attending,icwsm
[23] icwsm,interested
[23] interested,#datascience
[23] #datascience,improve
[23] improve,people's

Top Word Pairs in Tweet in G4:
[3] participalab,empezamos
[3] empezamos,prototipar
[3] prototipar,herramientas
[3] herramientas,análisis
[3] análisis,visualización
[3] visualización,datos
[3] datos,entender
[2] re,analogy
[2] analogy,happen
[2] happen,icwsm

Top Word Pairs in Tweet in G5:
[21] tracking,indian
[21] indian,partisan
[18] partisan,news
[16] happy,work
[16] work,online
[16] online,tracking
[16] news,websites
[16] websites,found
[16] found,home
[16] home,icwsm

Top Word Pairs in Tweet in G6:
[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 G7:
[13] icwsm,2021
[11] accepted,icwsm
[11] censored,tweets
[10] paper,dataset
[10] dataset,state
[10] state,censored
[10] tweets,accepted
[10] 2021,mine
[10] mine,twitter
[10] twitter,stream

Top Word Pairs in Tweet in G8:
[9] icwsm,iseratho
[9] iseratho,skopeinik
[7] socialcomplab,tugraz_csbme
[6] skopeinik,socialcomplab
[5] icwsm,fariba
[5] fariba,karimi
[5] karimi,fariba_k
[5] fariba_k,assistant
[5] assistant,prof
[5] prof,dnds_ceu

Top Word Pairs in Tweet in G9:
[4] thrilled,serving
[4] serving,favorite
[4] favorite,community
[4] community,awesome
[4] awesome,interdisciplinary
[4] interdisciplinary,work
[4] work,icwsm
[4] icwsm,perfect
[4] perfect,venue
[4] icwsm,cha

Top Word Pairs in Tweet in G10:
[4] social,media
[2] international,conference
[2] conference,web
[2] web,social
[2] icwsm,2021

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

Top Replied-To in G1:
@icwsm
@jonathanstray
@aclmeeting
@syardi
@nglance
@timnitgebru
@katestarbird
@cerenbudak
@asbruckman

Top Replied-To in G2:
@jiachenyan
@sanjrockz
@avalanchesiqi
@icwsm
@tunaz_islam
@indiiigosky
@ammarrashed_mb
@kuisaicenter
@navidrekabsaz
@shamiikroy

Top Replied-To in G3:
@m_starnini
@glichfield

Top Replied-To in G4:
@_100daysofcode
@hide_yourself
@michaelzimmer

Top Replied-To in G5:
@e__migrante
@wikiresearch
@emergencekirk
@vibhor711
@kourtellis

Top Replied-To in G6:
@firojalam04

Top Replied-To in G7:
@icwsm

Top Replied-To in G8:
@elisab79
@navatintarev

Top Replied-To in G9:
@jurgenpfeffer
@nekozzang

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@yelenamejova
@cerenbudak
@ugurkursuncu
@kaishu0327
@jasonnurse
@gianluca_string
@mediateworkshop
@kyriakikalimeri
@presnick

Top Mentioned in G1:
@icwsm
@cerenbudak
@ugurkursuncu
@jasonnurse
@gianluca_string
@kaishu0327
@emilianoucl
@yelenamejova
@keenan_jones_
@enimust

Top Mentioned in G2:
@icwsm
@presnick
@sanjrockz
@avalanchesiqi
@amit_p
@h_saggion
@jenny8lee
@tanmoy_chak
@jrappaz
@jasonnurse

Top Mentioned in G3:
@icwsm
@yelenamejova
@kyriakikalimeri
@danielapaolotti
@yele
@rumichunara
@ugurkursuncu
@isi_fondazione
@haewoon
@elisa_omodei

Top Mentioned in G4:
@icwsm
@icmlconf
@jmlrorg
@asr_journal
@emnlpmeeting
@neuripsconf
@thewebconf
@realaaai
@elaragon
@aiesconf

Top Mentioned in G5:
@icwsm
@accordion_h2020
@vekariayash
@kourtellis
@tefresearch
@e__migrante
@souneil
@wikipedia
@vibhor711
@nishanthsastry

Top Mentioned in G6:
@icwsm
@firojalam04
@mimran15
@ferdaofli
@theu
@preslav_nakov
@hamdy_mubarak
@ponguru
@p
@hassaan84s

Top Mentioned in G7:
@mediateworkshop
@icwsm
@tugrulcanelmas
@cerenbudak
@ugurkursuncu
@yelenamejova
@bekah_overdorf
@lsir_news
@arkaitz

Top Mentioned in G8:
@icwsm
@skopeinik
@iseratho
@socialcomplab
@tugraz_csbme
@fariba_k
@dnds_ceu
@cshvienna
@elisab79
@navatintarev

Top Mentioned in G9:
@icwsm
@nekozzang
@kaistpr
@ibs_media
@ibs_dscig
@yelenamejova
@cerenbudak
@danielequercia
@lexing
@jaesun_han

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@trendsinai
@eclecticbrotha
@phoenixwomanmn
@marypcbuk
@antounh
@__redlily__
@godfrey_g_
@showme_logic

Top Tweeters in G1:
@marypcbuk
@antounh
@jessicascott09
@mdekstrand
@admford
@vukosi
@bpoblete
@ak1010
@thoughtfulnz
@jonathanstray

Top Tweeters in G2:
@paulhrosenberg
@wired
@jmmuriu
@kenlevy2020
@followlori
@eaton
@toritorix
@alsothings
@jenny8lee
@kmallwein

Top Tweeters in G3:
@trendsinai
@godfrey_g_
@manifattura40
@zeynep
@unicef
@dynamicssiam
@wfp
@nyutandon
@yearrypanji
@atqzahmd

Top Tweeters in G4:
@_100daysofcode
@michaelzimmer
@colinmegill
@diverseinai
@acorsin
@yy
@decidemadrid
@data4sdgs
@elaragon
@futureofprivacy

Top Tweeters in G5:
@sectest9
@cybersecurityn8
@gdprai
@openthemag
@wikipedia
@wikidata
@arxivabs
@wikimedia
@wikiresearch
@ghatzivasilis

Top Tweeters in G6:
@fergal_davis
@qf
@uniofsurrey
@ukparliament
@hbku
@kingscollegelon
@sagarjoglekar
@ponguru
@qatarcomputing
@gareth_tyson

Top Tweeters in G7:
@kavango
@tschfflr
@arkaitz
@nataliabielova
@vergoulis
@giovanni1085
@buraksayici
@tozcss
@azimli_yazar
@bertievidgen

Top Tweeters in G8:
@navatintarev
@taledavood
@ahmedemadz
@goettl
@elisab79
@marek_kwiek
@cshvienna
@joe_gisc
@dgarcia_eu
@dnds_ceu

Top Tweeters in G9:
@datasciencebot_
@nvsdata
@manovich
@javiercha
@onurvarol
@realhamed
@kaistpr
@jaesun_han
@1_lastchance
@caerosia

Top Tweeters in G10:
@hedgielib
@debayan
@lista_redes
@smanalysis
@d_alburez
@ion_ramaru
@estebandamiani
@przemyslslaw
@tattlemade
@caohancheng