icwsm, Twitter, 4/25/2021 1:23:28 AM, 253468


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icwsm_2021-04-24_17-22-40.xlsx
icwsm_2021-04-24_17-22-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 25, 2021
Short Description:
icwsm via NodeXL https://bit.ly/32ICTAX
@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 481 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, 25 April 2021 at 00:23 UTC.

The requested start date was Sunday, 25 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 81-day, 0-hour, 24-minute period from Monday, 01 February 2021 at 17:56 UTC to Friday, 23 April 2021 at 18:20 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 : 481
Unique Edges : 562
Edges With Duplicates : 1181
Total Edges : 1743
Number of Edge Types : 5
Retweet : 445
MentionsInRetweet : 761
Tweet : 55
Replies to : 71
Mentions : 411
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0.0861878453038674
Reciprocated Edge Ratio : 0.158697863682604
Connected Components : 33
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 390
Maximum Edges in a Connected Component : 1628
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.895787
Graph Density : 0.00425762300762301
Modularity : 0.379982
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 481 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, 25 April 2021 at 00:23 UTC.

The requested start date was Sunday, 25 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 81-day, 0-hour, 24-minute period from Monday, 01 February 2021 at 17:56 UTC to Friday, 23 April 2021 at 18:20 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:
[20] https://sites.google.com/view/icwsm2021datachallenge
[18] https://www.icwsm.org/2021/index.html#workshops_schedule
[16] 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] https://cj2021.northeastern.edu/schedule/
[4] http://CySoc.aiisc.ai

Top URLs in Tweet in G1:
[10] https://sites.google.com/view/icwsm2021datachallenge
[9] https://www.icwsm.org/2021/index.html#workshops_schedule
[7] https://www.icwsm.org/2021/index.html
[6] https://twitter.com/icwsm/status/1368915875529715714
[4] https://hate-alert.github.io/talk/icwsm_tutorial/
[3] https://twitter.com/icwsm/status/1377262597741944839
[3] https://www.icwsm.org/2021/index.html#scholarships
[3] https://arxiv.org/abs/1812.10424
[2] https://www.icwsm.org/2021/index.html#fullpapers
[1] https://docs.google.com/forms/d/e/1FAIpQLSdZtimZEQXJCfZmczW_9TnNn-1iJDpMIRmn7ptGPCDr00oaLQ/viewform

Top URLs in Tweet in G2:
[9] https://sites.google.com/view/icwsm2021datachallenge
[6] https://www.icwsm.org/2021/index.html
[5] https://twitter.com/icwsm/status/1377262597741944839
[4] https://www.icwsm.org/2021/index.html#scholarships
[3] https://www.icwsm.org/2021/index.html#workshops_schedule
[2] https://ojs.aaai.org//index.php/ICWSM/article/view/7279/7133
[2] https://twitter.com/SPRITEPlus/status/1357252558067294209
[1] https://twitter.com/gianluca_string/status/1377263174286778371
[1] https://twitter.com/icwsm/status/1348557450492964864
[1] https://twitter.com/icwsm/status/1368141875450896387

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

Top URLs in Tweet in G4:
[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://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 G5:
[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 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:
[4] http://CySoc.aiisc.ai
[2] https://www.icwsm.org/2021/index.html#workshops_schedule
[2] http://emoji2021.aiisc.ai/#section-cfp
[1] https://www.wired.com/story/academic-emoji-conference/
[1] https://twitter.com/UgurKursuncu/status/1370518030006984704?s=20

Top URLs in Tweet in G8:
[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 G9:
[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 G10:
[1] https://twitter.com/JurgenPfeffer/status/1385159550463102976
[1] https://twitter.com/icwsm/status/1376506315766382599
[1] https://scholar.google.com/citations?user=iFlnVCoAAAAJ&hl=en

Top Domains
Top Domains in Tweet in Entire Graph:
[51] twitter.com
[46] icwsm.org
[41] aaai.org
[32] google.com
[19] arxiv.org
[13] github.io
[7] aiisc.ai
[4] northeastern.edu
[4] zenodo.org
[3] acm.org

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

Top Domains in Tweet in G2:
[15] icwsm.org
[11] twitter.com
[9] google.com
[5] aaai.org
[1] northeastern.edu
[1] ufmg.br

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

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

Top Domains in Tweet in G5:
[2] twitter.com
[1] aaai.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:
[6] aiisc.ai
[2] icwsm.org
[1] wired.com
[1] twitter.com

Top Domains in Tweet in G8:
[4] github.io
[2] icwsm.org
[1] twitter.com
[1] archive.org
[1] zenodo.org
[1] arxiv.org

Top Domains in Tweet in G9:
[2] arxiv.org
[1] google.com
[1] github.com
[1] github.io
[1] ufmg.br

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

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



Top Hashtags in Tweet in G1:
[31] icwsm2021
[13] icwsm
[6] memeanalysis
[4] womenincomputing
[3] internationalwomensday
[3] tutorials
[3] cybersocialthreats
[2] workshops
[2] wikipedia
[2] cysoc2021

Top Hashtags in Tweet in G2:
[19] icwsm2021
[11] icwsm
[3] computational
[3] research
[3] social
[2] cybersocialthreats
[2] ml
[2] science
[2] mediate2021
[2] scholarships

Top Hashtags in Tweet in G3:
[5] data4good
[1] icwsm2021
[1] cysoc2021

Top Hashtags in Tweet in G4:
[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 G5:
[1] ai
[1] machinelearning
[1] nlp
[1] datascience
[1] icwsm
[1] websci
[1] eacl2021
[1] dataviz

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

Top Hashtags in Tweet in G7:
[11] icwsm2021
[10] cysoc2021
[8] cybersocialthreats
[3] academictwitter
[2] emoji2018
[2] nlproc
[2] emoji
[2] icwsm21
[2] cfp
[1] icwsm18

Top Hashtags in Tweet in G8:
[9] mediate2021
[2] icwsm2021
[1] cysoc2021
[1] tutorials
[1] hatespeech
[1] lapps1727
[1] dhum1727

Top Hashtags in Tweet in G10:
[2] datascience
[1] proudmember
[1] happywomensday
[1] womenincomputing
[1] icwsm2021

Top Words
Top Words in Tweet in Entire Graph:
[466] icwsm
[125] 2021
[102] accepted
[101] data
[96] work
[92] workshop
[91] deadline
[86] paper
[86] please
[85] social

Top Words in Tweet in G1:
[151] icwsm
[41] accepted
[38] deadline
[34] work
[32] social
[31] data
[31] #icwsm2021
[30] 2021
[29] find
[27] paper

Top Words in Tweet in G2:
[107] icwsm
[48] 2021
[40] please
[39] student
[36] data
[34] groups
[33] underrepresented
[32] scholarships
[31] challenge
[31] cerenbudak

Top Words in Tweet in G3:
[30] icwsm
[25] vulnerable
[24] march
[24] 27
[22] data
[22] yelenamejova
[21] workshop
[20] wellbeing
[20] focus
[19] cfp

Top Words in Tweet in G4:
[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 G5:
[4] icwsm
[3] participalab
[3] empezamos
[3] prototipar
[3] herramientas
[3] análisis
[3] visualización
[3] datos
[3] entender
[2] thewebconf

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:
[32] icwsm
[30] workshop
[20] âƒ
[19] please
[18] deadline
[18] consider
[14] march
[13] ugurkursuncu
[12] second
[11] accepted

Top Words in Tweet in G8:
[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 G9:
[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 G10:
[17] icwsm
[10] nekozzang
[7] favorite
[7] kaistpr
[5] work
[4] thank
[4] thrilled
[4] serving
[4] community
[4] awesome

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

Top Word Pairs in Tweet in G1:
[39] accepted,icwsm
[23] icwsm,2021
[22] data,challenge
[18] find,more
[17] submission,deadline
[15] fully,virtual
[13] work,accepted
[12] happy,report
[12] report,paper
[12] paper,large

Top Word Pairs in Tweet in G2:
[44] icwsm,2021
[32] underrepresented,groups
[31] data,challenge
[29] groups,regions
[29] student,volunteer
[28] regions,student
[26] 2021,scholarships
[26] scholarships,underrepresented
[26] volunteer,opportunities
[26] opportunities,live

Top Word Pairs in Tweet in G3:
[24] march,27
[20] icwsm,workshop
[20] workshop,data
[20] data,wellbeing
[20] wellbeing,vulnerable
[19] cfp,march
[19] 27,icwsm
[19] vulnerable,focus
[19] focus,disease
[19] disease,aggression

Top Word Pairs in Tweet in G4:
[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 G5:
[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 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:
[18] please,consider
[12] second,workshop
[11] accepted,icwsm
[11] consider,submitting
[9] submission,deadline
[9] deadline,march
[8] icwsm,workshop
[6] paper,submission
[6] organizing,second
[6] workshop,#cybersocialthreats

Top Word Pairs in Tweet in G8:
[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 G9:
[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 G10:
[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 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:
@jiachenyan
@avalanchesiqi
@icwsm
@tunaz_islam
@timnitgebru
@ammarrashed_mb
@kuisaicenter
@navidrekabsaz
@shamiikroy
@imtiazkarim23

Top Replied-To in G2:
@jonathanstray
@icwsm
@syardi
@nglance
@aclmeeting
@cerenbudak
@asbruckman

Top Replied-To in G3:
@m_starnini
@glichfield

Top Replied-To in G4:
@e__migrante
@wikiresearch
@vibhor711
@emergencekirk
@kourtellis

Top Replied-To in G5:
@_100daysofcode
@hide_yourself
@michaelzimmer

Top Replied-To in G6:
@firojalam04

Top Replied-To in G7:
@sanjrockz

Top Replied-To in G8:
@icwsm

Top Replied-To in G9:
@elisab79
@navatintarev

Top Replied-To in G10:
@jurgenpfeffer
@nekozzang

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@yelenamejova
@cerenbudak
@ugurkursuncu
@kaishu0327
@gianluca_string
@jasonnurse
@mediateworkshop
@presnick
@accordion_h2020

Top Mentioned in G1:
@icwsm
@presnick
@emilianoucl
@avalanchesiqi
@ugurkursuncu
@gianluca_string
@sanjrockz
@tanmoy_chak
@_kenny_joseph
@kaishu0327

Top Mentioned in G2:
@icwsm
@cerenbudak
@jasonnurse
@kaishu0327
@gianluca_string
@keenan_jones_
@hooklee75
@unikentcybersec
@danielequercia
@unikentcomp

Top Mentioned in G3:
@icwsm
@yelenamejova
@kyriakikalimeri
@rumichunara
@haewoon
@ugurkursuncu
@isi_fondazione
@chris_bail
@zeynep
@elisa_omodei

Top Mentioned in G4:
@icwsm
@accordion_h2020
@vekariayash
@kourtellis
@tefresearch
@e__migrante
@vibhor711
@nishanthsastry
@concordiah2020
@pimcityproject

Top Mentioned in G5:
@icwsm
@thewebconf
@realaaai
@elaragon
@aiesconf
@facctconference
@data4sdgs
@jacomyma
@decidemadrid
@ijcaiconf

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

Top Mentioned in G7:
@icwsm
@ugurkursuncu
@amit_p
@sanjrockz
@h_saggion
@yelenamejova
@jenny8lee
@megansquire0
@jhblackb
@wired

Top Mentioned in G8:
@mediateworkshop
@icwsm
@tugrulcanelmas
@cerenbudak
@ugurkursuncu
@yelenamejova
@bekah_overdorf
@lsir_news
@arkaitz

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

Top Mentioned in G10:
@icwsm
@nekozzang
@kaistpr
@ibs_media
@ibs_dscig
@cerenbudak
@danielequercia
@lexing
@ugurkursuncu
@yelenamejova

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

Top Tweeters in G1:
@marypcbuk
@paulhrosenberg
@jmmuriu
@kenlevy2020
@followlori
@gringene_bio
@eaton
@toritorix
@admford
@kmallwein

Top Tweeters in G2:
@antounh
@mdekstrand
@vukosi
@jonathanstray
@davidlazer
@syardi
@jasonnurse
@johandh2o
@umsi
@gianluca_string

Top Tweeters in G3:
@zeynep
@unicef
@dynamicssiam
@wfp
@nyutandon
@yearrypanji
@scireports
@haewoon
@ajungherr
@glichfield

Top Tweeters in G4:
@sectest9
@cybersecurityn8
@gdprai
@openthemag
@wikipedia
@wikidata
@wikimedia
@arxivabs
@wikiresearch
@ghatzivasilis

Top Tweeters in G5:
@_100daysofcode
@michaelzimmer
@colinmegill
@diverseinai
@acorsin
@decidemadrid
@data4sdgs
@elaragon
@futureofprivacy
@yaleisp

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

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

Top Tweeters in G8:
@kavango
@tschfflr
@arkaitz
@nataliabielova
@vergoulis
@giovanni1085
@buraksayici
@tozcss
@azimli_yazar
@bertievidgen

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

Top Tweeters in G10:
@godfrey_g_
@datasciencebot_
@nvsdata
@manovich
@javiercha
@onurvarol
@realhamed
@kaistpr
@1_lastchance
@caerosia


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