icwsm, Twitter, 4/18/2021 2:49:04 AM, 252984


FAQ | Problem?

icwsm_2021-04-17_17-22-40.xlsx
icwsm_2021-04-17_17-22-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 18, 2021
Short Description:
icwsm via NodeXL https://bit.ly/3n8fLoZ
@icwsm
@cerenbudak
@mediateworkshop
@diverseinai
@tugrulcanelmas
@jasonnurse
@yelenamejova
@iconf
@jisunan
@elaragon

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

Description:
Description
The graph represents a network of 449 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, 18 April 2021 at 00:23 UTC.

The requested start date was Sunday, 18 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 74-day, 1-hour, 13-minute period from Monday, 01 February 2021 at 17:56 UTC to Friday, 16 April 2021 at 19:10 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 : 449
Unique Edges : 513
Edges With Duplicates : 1080
Total Edges : 1593
Number of Edge Types : 5
Replies to : 65
Tweet : 52
Mentions : 379
MentionsInRetweet : 686
Retweet : 411
Self-Loops : 55
Reciprocated Vertex Pair Ratio : 0.0910194174757282
Reciprocated Edge Ratio : 0.166852057842047
Connected Components : 30
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 363
Maximum Edges in a Connected Component : 1482
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.889721
Graph Density : 0.00446925707922367
Modularity : 0.38177
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 449 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, 18 April 2021 at 00:23 UTC.

The requested start date was Sunday, 18 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 74-day, 1-hour, 13-minute period from Monday, 01 February 2021 at 17:56 UTC to Friday, 16 April 2021 at 19:10 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
[13] https://www.icwsm.org/2021/index.html
[9] https://twitter.com/icwsm/status/1377262597741944839
[8] https://hate-alert.github.io/talk/icwsm_tutorial/
[7] https://www.icwsm.org/2021/index.html#scholarships
[6] https://twitter.com/icwsm/status/1368915875529715714
[5] https://twitter.com/sakthibalanm/status/1371643746853384193
[4] http://CySoc.aiisc.ai
[4] https://cj2021.northeastern.edu/schedule/

Top URLs in Tweet in G1:
[9] https://www.icwsm.org/2021/index.html#workshops_schedule
[7] https://sites.google.com/view/icwsm2021datachallenge
[5] https://twitter.com/icwsm/status/1368915875529715714
[4] https://www.icwsm.org/2021/index.html
[3] https://hate-alert.github.io/talk/icwsm_tutorial/
[3] https://www.icwsm.org/2021/index.html#scholarships
[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] http://emoji2021.aiisc.ai/#section-cfp

Top URLs in Tweet in G2:
[10] https://sites.google.com/view/icwsm2021datachallenge
[6] https://www.icwsm.org/2021/index.html
[6] https://www.icwsm.org/2021/index.html#workshops_schedule
[6] https://twitter.com/icwsm/status/1377262597741944839
[4] http://CySoc.aiisc.ai
[3] https://twitter.com/yelenamejova/status/1359431911081410561
[2] https://www.icwsm.org/2021/index.html#scholarships
[2] https://sites.google.com/view/dataforvulnerable21
[2] https://twitter.com/SPRITEPlus/status/1357252558067294209
[1] https://twitter.com/UgurKursuncu/status/1370518030006984704?s=20

Top URLs in Tweet in G3:
[4] https://twitter.com/sakthibalanm/status/1371643746853384193
[3] https://arxiv.org/abs/2103.16613
[2] https://twitter.com/kourtellis/status/1381917579074269185
[2] https://arxiv.org/pdf/2103.16613.pdf
[2] https://zenodo.org/record/4433137
[1] https://arxiv.org/abs/2102.03656
[1] https://arxiv.org/pdf/2102.03656.pdf
[1] https://nishrs.github.io/pdf/2021/IndianNewsTrackingICWSM21.pdf
[1] https://twitter.com/Openthemag/status/1372886571163222024
[1] https://sites.google.com/view/icwsm2021datachallenge

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:
[2] https://ojs.aaai.org//index.php/ICWSM/article/view/7279/7133
[1] https://www.icwsm.org/2021/index.html#scholarships
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/7278
[1] https://twitter.com/gianluca_string/status/1377263174286778371
[1] https://twitter.com/icwsm/status/1377262597741944839

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://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 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://www.icwsm.org/2021/index.html#scholarships
[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:
[3] https://cj2021.northeastern.edu/schedule/
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/3210
[1] https://twitter.com/icwsm/status/1377262597741944839
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/3210

Top URLs in Tweet in G10:
[1] https://twitter.com/mdeverna2/status/1364255701820985347

Top Domains
Top Domains in Tweet in Entire Graph:
[47] twitter.com
[41] icwsm.org
[40] aaai.org
[31] google.com
[18] arxiv.org
[13] github.io
[7] aiisc.ai
[4] northeastern.edu
[4] zenodo.org
[3] acm.org

Top Domains in Tweet in G1:
[19] icwsm.org
[14] twitter.com
[14] google.com
[3] acm.org
[3] github.io
[3] aiisc.ai
[3] arxiv.org
[2] aaai.org
[2] youtube.com
[1] ufmg.br

Top Domains in Tweet in G2:
[15] twitter.com
[14] icwsm.org
[12] google.com
[4] aiisc.ai
[2] aaai.org
[1] arxiv.org
[1] zenodo.org
[1] github.io
[1] northeastern.edu
[1] ufmg.br

Top Domains in Tweet in G3:
[8] twitter.com
[7] arxiv.org
[2] zenodo.org
[1] github.io
[1] google.com
[1] easychair.org
[1] icwsm.org

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

Top Domains in Tweet in G5:
[3] aaai.org
[2] twitter.com
[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
[3] 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:
[3] northeastern.edu
[2] aaai.org
[1] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[64] icwsm2021
[42] icwsm
[14] cysoc2021
[13] cybersocialthreats
[12] mediate2021
[10] wikipedia
[8] covaxxy
[8] covid19
[7] data4good
[6] memeanalysis



Top Hashtags in Tweet in G1:
[30] icwsm2021
[11] icwsm
[6] memeanalysis
[5] womenincomputing
[3] internationalwomensday
[3] tutorials
[3] emoji2018
[3] academictwitter
[3] icwsm21
[2] workshops

Top Hashtags in Tweet in G2:
[27] icwsm2021
[13] cysoc2021
[11] cybersocialthreats
[8] icwsm
[6] data4good
[3] research
[2] cfp
[2] computational
[2] social
[1] ai

Top Hashtags in Tweet in G3:
[11] icwsm
[9] wikipedia
[5] privacy
[2] dataprotection
[2] dataprivacy
[2] transparency
[2] icwsm2021
[2] webtracking
[1] data
[1] protection

Top Hashtags in Tweet in G4:
[1] dataviz

Top Hashtags in Tweet in G5:
[2] icwsm2021
[1] icwsm2020

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

Top Hashtags in Tweet in G7:
[10] mediate2021
[2] icwsm2021
[2] icwsm
[2] scholarships
[2] underrepresented
[2] volunteer
[1] students
[1] cysoc2021
[1] tutorials
[1] hatespeech

Top Hashtags in Tweet in G10:
[8] covaxxy
[8] covid19
[8] icwsm

Top Words
Top Words in Tweet in Entire Graph:
[425] icwsm
[108] 2021
[93] data
[92] workshop
[90] accepted
[85] please
[83] paper
[83] social
[82] deadline
[80] work

Top Words in Tweet in G1:
[114] icwsm
[38] deadline
[32] workshop
[30] #icwsm2021
[28] âƒ
[26] find
[23] march
[23] work
[22] submission
[21] accepted

Top Words in Tweet in G2:
[142] icwsm
[52] data
[45] please
[42] workshop
[40] consider
[37] march
[35] focus
[33] open
[33] social
[33] 27

Top Words in Tweet in G3:
[39] icwsm
[34] indian
[30] tracking
[28] news
[26] work
[21] partisan
[20] 2021
[19] websites
[19] accepted
[18] happy

Top Words in Tweet in G4:
[4] icwsm
[3] participalab
[3] empezamos
[3] prototipar
[3] herramientas
[3] análisis
[3] visualización
[3] datos
[3] entender
[2] realaaai

Top Words in Tweet in G5:
[26] icwsm
[22] cerenbudak
[20] 2021
[20] scholarships
[20] underrepresented
[20] groups
[20] regions
[20] student
[20] volunteer
[20] opportunities

Top Words in Tweet in G6:
[18] 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:
[29] icwsm
[15] 2021
[13] mediateworkshop
[11] international
[11] social
[11] accepted
[11] paper
[11] dataset
[11] censored
[11] tweets

Top Words in Tweet in G8:
[21] 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:
[5] interesting
[4] icwsm
[4] data
[3] work
[3] cross
[3] computation
[3] journalism
[3] symposium'21
[3] held
[3] feb

Top Words in Tweet in G10:
[8] icymi
[8] paper
[8] #covaxxy
[8] dataset
[8] #covid19
[8] vaccine
[8] presented
[8] #icwsm
[8] good
[8] job

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[93] icwsm,2021
[75] accepted,icwsm
[50] please,consider
[50] data,challenge
[48] march,27
[41] underrepresented,groups
[41] icwsm,workshop
[34] groups,regions
[32] regions,student
[31] scholarships,underrepresented

Top Word Pairs in Tweet in G1:
[20] submission,deadline
[19] accepted,icwsm
[14] find,more
[11] data,challenge
[11] icwsm,workshop
[10] deadline,march
[10] fully,virtual
[9] paper,submission
[8] icwsm,2021
[7] 4th,emoji

Top Word Pairs in Tweet in G2:
[40] please,consider
[33] march,27
[30] data,challenge
[23] icwsm,2021
[21] accepted,icwsm
[21] icwsm,workshop
[21] workshop,data
[21] data,wellbeing
[21] wellbeing,vulnerable
[20] cfp,march

Top Word Pairs in Tweet in G3:
[21] tracking,indian
[21] indian,partisan
[18] partisan,news
[17] icwsm,2021
[16] happy,work
[16] work,online
[16] online,tracking
[16] news,websites
[16] websites,found
[16] found,home

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] elaragon,participalab
[2] entender,partic

Top Word Pairs in Tweet in G5:
[20] icwsm,2021
[20] 2021,scholarships
[20] scholarships,underrepresented
[20] underrepresented,groups
[20] groups,regions
[20] regions,student
[20] student,volunteer
[20] volunteer,opportunities
[20] opportunities,live
[20] live,please

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:
[14] 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:
[3] computation,journalism
[3] journalism,symposium'21
[3] symposium'21,held
[3] held,feb
[3] feb,19
[3] 19,full
[3] full,interesting
[3] interesting,talks
[3] march,27
[2] cross,cutting

Top Word Pairs in Tweet in G10:
[8] icymi,paper
[8] paper,#covaxxy
[8] #covaxxy,dataset
[8] dataset,#covid19
[8] #covid19,vaccine
[8] vaccine,presented
[8] presented,#icwsm
[8] #icwsm,good
[8] good,job
[8] job,mdeverna2

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

Top Replied-To in G1:
@icwsm
@jiachenyan
@sanjrockz
@tunaz_islam
@nekozzang
@ammarrashed_mb
@kuisaicenter
@navidrekabsaz
@shamiikroy
@imtiazkarim23

Top Replied-To in G2:
@nglance
@aclmeeting
@icwsm
@timnitgebru

Top Replied-To in G3:
@e__migrante
@wikiresearch
@kourtellis
@emergencekirk

Top Replied-To in G4:
@hide_yourself
@michaelzimmer

Top Replied-To in G5:
@jonathanstray
@asbruckman
@cerenbudak
@syardi

Top Replied-To in G6:
@firojalam04

Top Replied-To in G7:
@icwsm

Top Replied-To in G8:
@elisab79
@navatintarev

Top Replied-To in G9:
@m_starnini
@glichfield

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@yelenamejova
@cerenbudak
@ugurkursuncu
@kaishu0327
@mediateworkshop
@jasonnurse
@accordion_h2020
@sanjrockz
@emilianoucl

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

Top Mentioned in G2:
@icwsm
@yelenamejova
@ugurkursuncu
@kaishu0327
@jasonnurse
@emilianoucl
@gianluca_string
@keenan_jones_
@_kenny_joseph
@kyriakikalimeri

Top Mentioned in G3:
@icwsm
@accordion_h2020
@kourtellis
@tefresearch
@vekariayash
@e__migrante
@concordiah2020
@pimcityproject
@souneil
@wikipedia

Top Mentioned in G4:
@icwsm
@realaaai
@elaragon
@aiesconf
@facctconference
@jacomyma
@decidemadrid
@ijcaiconf
@neuripsconf
@icmlconf

Top Mentioned in G5:
@cerenbudak
@icwsm
@syardi
@lia_bozarth
@benhkaiser
@asbruckman
@yochaibenkler
@gianluca_string
@yelenamejova

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

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

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

Top Mentioned in G9:
@icwsm
@yelenamejova
@haewoon
@chris_bail
@zeynep
@scireports
@gdfm7
@c0rrad0m0nti
@isi_fondazione
@words_life

Top Mentioned in G10:
@mdeverna2
@frapi9
@osome_iu
@btrantruong
@jb_tweets
@christorreslugo
@yang3kc
@nikloynes

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

Top Tweeters in G1:
@godfrey_g_
@wired
@jmmuriu
@followlori
@gringene_bio
@toritorix
@jenny8lee
@kmallwein
@publichealthbot
@cfiesler

Top Tweeters in G2:
@marypcbuk
@jessicascott09
@mdekstrand
@unicef
@admford
@dynamicssiam
@wfp
@vukosi
@nyutandon
@yearrypanji

Top Tweeters in G3:
@sectest9
@cybersecurityn8
@gdprai
@openthemag
@wikipedia
@wikidata
@wikimedia
@wikiresearch
@arxivabs
@ghatzivasilis

Top Tweeters in G4:
@michaelzimmer
@colinmegill
@diverseinai
@acorsin
@decidemadrid
@elaragon
@futureofprivacy
@yaleisp
@icahdq
@acmrecsys

Top Tweeters in G5:
@antounh
@jonathanstray
@syardi
@johandh2o
@umsi
@lr
@dilrukshi_lk
@munmun10
@nprandchill
@asbruckman

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

Top Tweeters in G7:
@kavango
@tschfflr
@arkaitz
@panosandriotis
@nataliabielova
@anneohirsch
@vergoulis
@giovanni1085
@buraksayici
@tozcss

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

Top Tweeters in G9:
@zeynep
@scireports
@haewoon
@ajungherr
@glichfield
@moha_magdy
@chris_bail
@words_life
@m_starnini
@jisunan

Top Tweeters in G10:
@aushiker
@shawnmjones
@christorreslugo
@osome_iu
@acnwala
@nikloynes
@yang3kc
@mdeverna2
@frapi9
@jb_tweets


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.