icwsm, Twitter, 11/14/2021 10:48:26 AM, 266196


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icwsm_2021-11-13_17-31-20.xlsx
icwsm_2021-11-13_17-31-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2021
Short Description:
icwsm via NodeXL https://bit.ly/3qBgKBz
@icwsm
@ciro
@dvladek
@yiqinfu
@yelenamejova
@eredmil1
@idramalab
@christorreslugo
@eytanadar
@emilianoucl

Top hashtags:
#icwsm
#cscw
#www
#css
#icwsm2022
#socialmedia
#academictwitter
#data
#music
#élysée2017fr

Description:
Description
The graph represents a network of 226 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, 14 November 2021 at 01:31 UTC.

The requested start date was Sunday, 14 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 67-day, 4-hour, 19-minute period from Friday, 03 September 2021 at 19:50 UTC to Wednesday, 10 November 2021 at 00:10 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 : 226
Unique Edges : 268
Edges With Duplicates : 314
Total Edges : 582
Number of Edge Types : 5
Retweet : 139
MentionsInRetweet : 252
Mentions : 138
Tweet : 20
Replies to : 33
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0448548812664908
Reciprocated Edge Ratio : 0.0858585858585859
Connected Components : 20
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 135
Maximum Edges in a Connected Component : 435
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.598185
Graph Density : 0.00778761061946903
Modularity : 0.461203
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 226 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, 14 November 2021 at 01:31 UTC.

The requested start date was Sunday, 14 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 67-day, 4-hour, 19-minute period from Friday, 03 September 2021 at 19:50 UTC to Wednesday, 10 November 2021 at 00:10 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:
[53] https://ojs.aaai.org/index.php/ICWSM/article/view/3250/3118
[8] https://icwsm.org
[5] https://twitter.com/icwsm/status/1436680218127880197
[3] http://fi.ee.tsinghua.edu.cn/social-e-commerce/
[2] https://twitter.com/icwsm/status/1458107385986256902
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/viewFile/8122/8110
[1] https://www.science.org/doi/10.1126/science.aap9559?cookieSet=1
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/7285/7139
[1] https://www.ccs.neu.edu/home/amislove/publications/Twitter-ICWSM.pdf
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/download/15604/14865

Top URLs in Tweet in G1:
[52] https://ojs.aaai.org/index.php/ICWSM/article/view/3250/3118
[1] https://www.nytimes.com/2018/02/10/opinion/sunday/favorite-songs.html

Top URLs in Tweet in G2:
[4] https://icwsm.org
[1] https://new.precisionconference.com/user/login?society=aaai
[1] https://arxiv.org/abs/2010.11638
[1] https://arxiv.org/abs/2009.04885
[1] https://twitter.com/stokel/status/1420780447492096006
[1] https://arxiv.org/abs/2008.08370

Top URLs in Tweet in G3:
[5] https://twitter.com/icwsm/status/1436680218127880197
[2] https://icwsm.org
[1] https://twitter.com/icwsm/status/1437896806998945796
[1] https://twitter.com/jasonnurse/status/1452611194901209090

Top URLs in Tweet in G4:
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/7285/7139
[1] https://icwsm.org

Top URLs in Tweet in G5:
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/3210
[1] https://zenodo.org/record/5535332
[1] https://aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/viewFile/17821/17042

Top URLs in Tweet in G6:
[1] https://arxiv.org/pdf/1904.04176.pdf

Top URLs in Tweet in G7:
[1] https://twitter.com/uuinfolab/status/1443934120778813441

Top URLs in Tweet in G8:
[1] https://doi.org/10.1038/s41467-018-06930-7
[1] https://www.newsweek.com/2020/10/23/qanon-conspiracy-theories-draw-new-believers-scientists-take-aim-misinformation-pandemic-1538901.html
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/14127
[1] https://www.washingtonpost.com/technology/2020/10/13/black-fake-twitter-accounts-for-trump/
[1] https://cacm.acm.org/magazines/2016/7/204021-the-rise-of-social-bots/fulltext
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/18075
[1] https://www.washingtonpost.com/politics/turning-point-teens-disinformation-trump/2020/09/15/c84091ae-f20a-11ea-b796-2dd09962649c_story.html
[1] https://www.icwsm.org/2022/index.html/
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/18103
[1] http://workshop-proceedings.icwsm.org/pdf/2021_06.pdf

Top URLs in Tweet in G10:
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/14189

Top Domains
Top Domains in Tweet in Entire Graph:
[68] aaai.org
[11] twitter.com
[10] icwsm.org
[5] acm.org
[4] arxiv.org
[3] edu.cn
[2] washingtonpost.com
[1] science.org
[1] neu.edu
[1] nytimes.com

Top Domains in Tweet in G1:
[52] aaai.org
[1] nytimes.com

Top Domains in Tweet in G2:
[4] icwsm.org
[3] arxiv.org
[1] precisionconference.com
[1] twitter.com

Top Domains in Tweet in G3:
[7] twitter.com
[2] icwsm.org

Top Domains in Tweet in G4:
[1] aaai.org
[1] icwsm.org

Top Domains in Tweet in G5:
[2] aaai.org
[1] zenodo.org

Top Domains in Tweet in G6:
[1] arxiv.org

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[6] aaai.org
[2] washingtonpost.com
[2] icwsm.org
[1] doi.org
[1] newsweek.com
[1] acm.org
[1] science.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] icwsm
[2] cscw
[2] www
[2] css
[2] icwsm2022
[1] socialmedia
[1] academictwitter
[1] data
[1] music
[1] élysée2017fr



Top Hashtags in Tweet in G2:
[1] us2020
[1] twitter
[1] disinformation

Top Hashtags in Tweet in G3:
[2] icwsm2022
[2] css
[1] atlanta
[1] icwsm

Top Hashtags in Tweet in G5:
[1] élysée2017fr
[1] icwsm18

Top Hashtags in Tweet in G9:
[1] wsdm
[1] icwsm
[1] hypertext

Top Words
Top Words in Tweet in Entire Graph:
[161] icwsm
[96] paper
[61] research
[59] 2022
[53] spotify
[53] everyone
[52] publishes
[52] coolest
[52] facts
[52] listens

Top Words in Tweet in G1:
[52] spotify
[52] publishes
[52] coolest
[52] research
[52] facts
[52] paper
[52] everyone
[52] listens
[52] music
[52] released

Top Words in Tweet in G2:
[59] icwsm
[34] paper
[20] 2022
[20] latest
[20] kwstantinos90
[20] bunch
[20] set
[20] characterize
[20] detect
[20] pseudoscientific

Top Words in Tweet in G3:
[60] icwsm
[25] 2022
[25] yelenamejova
[21] diyi_yang
[18] chairs
[15] happy
[15] announce
[15] conference
[14] general
[13] dates

Top Words in Tweet in G4:
[4] icwsm
[3] 2022
[2] happy
[2] announce

Top Words in Tweet in G5:
[14] icwsm
[8] lajello
[7] 2022
[7] program
[7] committee
[7] chairs
[7] tanmit
[7] jisunan
[7] next
[7] two

Top Words in Tweet in G6:
[13] icwsm
[9] eredmil1
[6] references
[6] amplification
[5] venues
[5] count
[5] counts
[5] actively
[5] hurting
[5] research

Top Words in Tweet in G7:
[6] interested
[6] postdoctoral
[6] position
[6] social
[6] data
[6] science
[6] analysis
[6] online
[6] misinformation
[6] drop

Top Words in Tweet in G8:
[7] co
[4] people
[4] emoji
[4] skin
[3] social
[3] twitter
[3] use
[2] fake
[2] misinformation
[2] media

Top Words in Tweet in G9:
[4] 1st
[4] phd
[4] student
[4] hridaydutta123
[4] defended
[4] thesis
[4] stellar
[4] work
[4] blackmarket
[4] driven

Top Words in Tweet in G10:
[2] minuto
[2] advirtió
[2] problema
[2] desinformación
[2] política
[2] medios
[2] sociales
[2] ej
[2] 10

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[52] spotify,publishes
[52] publishes,coolest
[52] coolest,research
[52] research,facts
[52] facts,paper
[52] paper,everyone
[52] everyone,listens
[52] listens,music
[52] music,released
[51] yiqinfu,spotify

Top Word Pairs in Tweet in G1:
[52] spotify,publishes
[52] publishes,coolest
[52] coolest,research
[52] research,facts
[52] facts,paper
[52] paper,everyone
[52] everyone,listens
[52] listens,music
[52] music,released
[51] yiqinfu,spotify

Top Word Pairs in Tweet in G2:
[30] icwsm,paper
[20] latest,icwsm
[20] paper,kwstantinos90
[20] kwstantinos90,bunch
[20] bunch,set
[20] set,characterize
[20] characterize,detect
[20] detect,pseudoscientific
[20] pseudoscientific,misinformation
[19] msirivia,latest

Top Word Pairs in Tweet in G3:
[22] icwsm,2022
[18] diyi_yang,yelenamejova
[15] icwsm,happy
[15] happy,announce
[15] announce,icwsm
[14] general,chairs
[14] chairs,diyi_yang
[13] 2022,general
[13] yelenamejova,conference
[13] conference,dates

Top Word Pairs in Tweet in G4:
[2] icwsm,happy
[2] happy,announce
[2] announce,icwsm
[2] icwsm,2022

Top Word Pairs in Tweet in G5:
[7] icwsm,icwsm
[7] icwsm,2022
[7] 2022,program
[7] program,committee
[7] committee,chairs
[7] chairs,tanmit
[7] tanmit,lajello
[7] lajello,jisunan
[7] jisunan,next
[7] next,two

Top Word Pairs in Tweet in G6:
[5] venues,count
[5] count,references
[5] references,counts
[5] counts,actively
[5] actively,hurting
[5] hurting,research
[5] research,amplification
[5] amplification,raising
[5] raising,others
[5] eredmil1,icwsm

Top Word Pairs in Tweet in G7:
[6] interested,postdoctoral
[6] postdoctoral,position
[6] position,social
[6] social,data
[6] data,science
[6] science,analysis
[6] analysis,online
[6] online,misinformation
[6] misinformation,drop
[6] drop,message

Top Word Pairs in Tweet in G8:
[2] social,media

Top Word Pairs in Tweet in G9:
[4] 1st,phd
[4] phd,student
[4] student,hridaydutta123
[4] hridaydutta123,defended
[4] defended,thesis
[4] thesis,stellar
[4] stellar,work
[4] work,blackmarket
[4] blackmarket,driven
[4] driven,collusion

Top Word Pairs in Tweet in G10:
[2] minuto,advirtió
[2] advirtió,problema
[2] problema,desinformación
[2] desinformación,política
[2] política,medios
[2] medios,sociales
[2] sociales,ej
[2] ej,10

Top Replied-To
Top Replied-To in Entire Graph:
@eredmil1
@icwsm
@arkaitz
@eytanadar
@zeerakw
@marioricciard18
@tforcworc
@ragreens
@emilianoucl
@ohohlfeld

Top Replied-To in G2:
@tforcworc
@ragreens
@emilianoucl
@eredmil1
@ohohlfeld
@lucy3_li
@icwsm

Top Replied-To in G3:
@icwsm
@eredmil1
@sachinpendse
@diyi_yang

Top Replied-To in G4:
@marioricciard18

Top Replied-To in G5:
@ingmarweber

Top Replied-To in G6:
@eredmil1
@eytanadar
@david__jurgens
@ml_made_simple

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@yiqinfu
@yelenamejova
@diyi_yang
@kwstantinos90
@msirivia
@lajello
@tanmit
@jisunan
@eredmil1

Top Mentioned in G1:
@yiqinfu

Top Mentioned in G2:
@icwsm
@kwstantinos90
@msirivia
@acm_imc2021
@eredmil1
@codybuntain
@wjeng
@pedroolmo
@diyi_yang
@yelenamejova

Top Mentioned in G3:
@icwsm
@yelenamejova
@diyi_yang
@jurgenpfeffer
@munmun10
@tanmit
@lajello
@jisunan
@emrek
@presnick

Top Mentioned in G4:
@icwsm
@lectorfestival
@rivistailmulino
@dm_deluca
@francesdibi
@giofaggionato
@stefanofeltri
@eu_pizzimenti
@mastrobradipo
@gadlernertweet

Top Mentioned in G5:
@lajello
@icwsm
@tanmit
@jisunan
@haewoon
@fbenevenuto
@avdeville

Top Mentioned in G6:
@icwsm
@eredmil1
@danielmromero
@joyopal
@tanmit
@lajello
@jisunan
@diyi_yang
@yelenamejova

Top Mentioned in G7:
@dvladek
@wins_society
@net_science
@networks2021
@netscisociety
@ic2s2
@icwsm
@acm_cscw
@websciconf

Top Mentioned in G9:
@hridaydutta123
@tanmoy_chak
@cambridge_uni

Top Mentioned in G10:
@pfcdgayo
@takis_metaxas
@enimust

Top Tweeters
Top Tweeters in Entire Graph:
@sim010101
@marioricciard18
@theselongwars
@serena_spencer
@diagonalnorte
@dhmontgomery
@newscientist
@damian0358
@isjoebloggs
@jdceulaer

Top Tweeters in G1:
@theselongwars
@diagonalnorte
@dhmontgomery
@damian0358
@mitchellst
@bluegod
@egirlmonetarism
@vatsrishap
@yeokrishan
@rencapman

Top Tweeters in G2:
@sim010101
@newscientist
@madhavanpallan
@tforcworc
@kesterratcliff
@gianluca_string
@dietis_lab_ucy
@jhblackb
@fiskkit
@freethi47441236

Top Tweeters in G3:
@katestarbird
@jasonnurse
@shawnmjones
@arjenpdevries
@sachinpendse
@munmun10
@asbruckman
@feedkoko
@eleni_stroulia
@foucaultwelles

Top Tweeters in G4:
@marioricciard18
@mastrobradipo
@stefanofeltri
@dm_deluca
@paologerbaudo
@giofaggionato
@eu_pizzimenti
@rivistailmulino
@ciro
@ferdaniello

Top Tweeters in G5:
@gcabanac
@lshlj
@haewoon
@ajungherr
@sroylee
@liuhuan
@lajello
@tanmit
@miki7s
@fbenevenuto

Top Tweeters in G6:
@mdekstrand
@joebeone
@eredmil1
@andresmh
@littledetritus
@joyopal
@hanielmbarbosa
@eytanadar
@danielmromero
@edeleonw

Top Tweeters in G7:
@net_science
@ecozzo
@asac
@a_cardillo
@acm_cscw
@ic2s2
@dvladek
@websciconf
@wins_society
@networks2021

Top Tweeters in G8:
@serena_spencer
@mohammedabbasi
@mtknnktm
@bkeegan
@deaneckles
@wa
@a_d_robertson
@supermaxman1

Top Tweeters in G9:
@cambridge_uni
@tanmoy_chak
@cseiiitd
@justachetan
@as3eem
@hridaydutta123

Top Tweeters in G10:
@isjoebloggs
@pfcdgayo
@takis_metaxas
@enimust