#ICWSM2022, Twitter, 6/8/2022 6:25:25 PM, 277909


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#ICWSM2022 Twitter NodeXL SNA Map and Report for Wednesday, 08 June 2022 at 18:19 UTC
#ICWSM2022 Twitter NodeXL SNA Map and Report for Wednesday, 08 June 2022 at 18:19 UTC
From:
marc_smith
Uploaded on:
June 08, 2022
Short Description:
#ICWSM2022 via NodeXL https://bit.ly/3MwtFMv
@icwsm
@1n9r1d
@lexing
@_kenny_joseph
@mounialalmas
@ahalterman
@spacy_io
@informor
@diyi_yang
@taegyoonk

Top hashtags:
#icwsm2022
#icwsm
#nlp
#bert
#dei
#cysoc2022
#diversity
#humanities
#edi
#neatclass

Description:
Description
The graph represents a network of 196 Twitter users whose recent tweets contained "#ICWSM2022", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 08 June 2022 at 18:20 UTC.

The tweets in the network were tweeted over the 8-day, 0-hour, 20-minute period from Tuesday, 31 May 2022 at 17:52 UTC to Wednesday, 08 June 2022 at 18:12 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 : 196
Unique Edges : 500
Edges With Duplicates : 109
Total Edges : 609
Number of Edge Types : 5
Mentions : 107
MentionsInRetweet : 292
Retweet : 176
Tweet : 23
Replies to : 11
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.113924050632911
Reciprocated Edge Ratio : 0.204545454545455
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 179
Maximum Edges in a Connected Component : 581
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.105934
Graph Density : 0.0138147566718995
Modularity : 0.512758
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 196 Twitter users whose recent tweets contained "#ICWSM2022", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 08 June 2022 at 18:20 UTC.

The tweets in the network were tweeted over the 8-day, 0-hour, 20-minute period from Tuesday, 31 May 2022 at 17:52 UTC to Wednesday, 08 June 2022 at 18:12 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 : TwitterSearch
Graph Term : #ICWSM2022
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://colab.research.google.com/drive/1sS2dlsmwImh05Uw6wLJ2iVunPo2i8Rsx
[9] https://www.icwsm.org/2022/index.html/#registration
[7] https://ojs.aaai.org/index.php/ICWSM/article/view/19352
[7] https://twitter.com/marianneaubin/status/1534185304101298178
[6] https://twitter.com/SpotifyResearch/status/1534177823698690048
[6] https://livehoods.org/
[6] https://sites.google.com/view/dataforvulnerable22
[6] http://workshop-proceedings.icwsm.org/pdf/2022_64.pdf
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00805-0
[5] https://twitter.com/icwsm/status/1534523619325493248

Top URLs in Tweet in G1:
[6] http://workshop-proceedings.icwsm.org/pdf/2022_64.pdf
[4] https://underline.io/events/291/reception
[4] https://livehoods.org/
[3] https://twitter.com/hanlinliii/status/1532047524835598336
[2] https://twitter.com/galenweld/status/1525186959970213888
[1] https://twitter.com/JurgenPfeffer/status/1532428435246698496
[1] https://shreyaghosh-2016.github.io/ICWSM_tutorial
[1] https://sites.google.com/view/dataforvulnerable22
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00805-0
[1] https://twitter.com/icwsm/status/1534523619325493248

Top URLs in Tweet in G2:
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00805-0
[4] https://twitter.com/icwsm/status/1534523619325493248
[3] https://twitter.com/verma22gaurav/status/1529281531415564289
[3] https://twitter.com/diyi_yang/status/1533502373699760130
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/19304
[2] https://twitter.com/keenan_jones_/status/1534465185737482240
[1] https://underline.io/events/291/reception
[1] https://shreyaghosh-2016.github.io/ICWSM_tutorial
[1] https://www.cc.gatech.edu/news/mayor-welcomes-aaai-web-and-social-media-conference-atlanta
[1] https://livehoods.org/

Top URLs in Tweet in G3:
[12] https://colab.research.google.com/drive/1sS2dlsmwImh05Uw6wLJ2iVunPo2i8Rsx
[3] https://phomemes.github.io/
[2] https://arxiv.org/abs/2204.00988
[2] https://youtubeaudit.com
[2] https://twitter.com/mharoon_/status/1533917303171170305
[1] https://sites.google.com/view/dataforvulnerable22

Top URLs in Tweet in G4:
[6] https://www.icwsm.org/2022/index.html/#registration
[1] https://twitter.com/JisunAn/status/1534165278468083712

Top URLs in Tweet in G5:
[2] https://www.bertforhumanists.org/icwsm/
[2] https://www.icwsm.org/2022/index.html/#registration
[1] https://twitter.com/hanlinliii/status/1532047524835598336

Top URLs in Tweet in G6:
[7] https://ojs.aaai.org/index.php/ICWSM/article/view/19352
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/19297
[2] https://twitter.com/groceryheist/status/1534341695508299776
[1] https://twitter.com/aaronshaw/status/1534548845937299456

Top URLs in Tweet in G7:
[7] https://twitter.com/marianneaubin/status/1534185304101298178
[2] https://arxiv.org/pdf/2111.08515.pdf
[1] https://www.bertforhumanists.org/icwsm/
[1] https://www.icwsm.org/2022/index.html/#registration
[1] https://twitter.com/galenweld/status/1526309379892318208

Top URLs in Tweet in G8:
[5] https://ojs.aaai.org/index.php/ICWSM/article/view/19324
[5] https://ojs.aaai.org/index.php/ICWSM/article/view/19326
[5] https://ojs.aaai.org/index.php/ICWSM/article/view/19294
[5] https://twitter.com/SpotifyResearch/status/1534177823698690048
[1] https://livehoods.org/

Top URLs in Tweet in G9:
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/19309/19081
[1] https://twitter.com/dilarakkl/status/1534143985631088642

Top URLs in Tweet in G10:
[4] https://sites.google.com/view/dataforvulnerable22

Top Domains
Top Domains in Tweet in Entire Graph:
[47] twitter.com
[32] aaai.org
[18] google.com
[15] icwsm.org
[6] livehoods.org
[5] nature.com
[5] arxiv.org
[5] underline.io
[5] github.io
[4] gatech.edu

Top Domains in Tweet in G1:
[9] twitter.com
[6] icwsm.org
[4] underline.io
[4] livehoods.org
[2] aaai.org
[1] github.io
[1] google.com
[1] nature.com

Top Domains in Tweet in G2:
[14] twitter.com
[4] nature.com
[2] aaai.org
[1] underline.io
[1] github.io
[1] gatech.edu
[1] livehoods.org
[1] arxiv.org

Top Domains in Tweet in G3:
[13] google.com
[3] github.io
[2] arxiv.org
[2] youtubeaudit.com
[2] twitter.com

Top Domains in Tweet in G4:
[6] icwsm.org
[1] twitter.com

Top Domains in Tweet in G5:
[2] bertforhumanists.org
[2] icwsm.org
[1] twitter.com

Top Domains in Tweet in G6:
[10] aaai.org
[3] twitter.com

Top Domains in Tweet in G7:
[8] twitter.com
[2] arxiv.org
[1] bertforhumanists.org
[1] icwsm.org

Top Domains in Tweet in G8:
[15] aaai.org
[5] twitter.com
[1] livehoods.org

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

Top Domains in Tweet in G10:
[4] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[250] icwsm2022
[14] icwsm
[13] nlp
[13] bert
[12] dei
[12] cysoc2022
[10] diversity
[10] humanities
[9] edi
[8] neatclass



Top Hashtags in Tweet in G1:
[65] icwsm2022
[12] cysoc2022
[5] polarization
[5] socialmedia
[5] vaccine
[5] misinformation
[5] extremism
[3] computationalsocialscience
[3] datascience
[3] mediate2022

Top Hashtags in Tweet in G2:
[52] icwsm2022
[10] dei
[8] icwsm
[8] edi
[8] diversity
[2] research
[2] nlp
[2] style
[2] authorship
[2] attribution

Top Hashtags in Tweet in G3:
[32] icwsm2022
[3] icwsm
[1] vulnerableworkshop

Top Hashtags in Tweet in G4:
[23] icwsm2022
[6] ml
[6] ai
[1] nlp
[1] bert
[1] humanities
[1] informs2022vancouver
[1] cors2022

Top Hashtags in Tweet in G5:
[11] icwsm2022
[8] nlp
[8] bert
[8] humanities

Top Hashtags in Tweet in G6:
[13] icwsm2022

Top Hashtags in Tweet in G7:
[11] icwsm2022
[6] covid19

Top Hashtags in Tweet in G8:
[10] icwsm2022

Top Hashtags in Tweet in G9:
[12] icwsm2022
[6] neatclass

Top Hashtags in Tweet in G10:
[4] icwsm2022
[4] vulnerableworkshop

Top Words
Top Words in Tweet in Entire Graph:
[259] #icwsm2022
[119] icwsm
[80] social
[65] paper
[41] media
[41] using
[38] online
[37] session
[36] work
[36] tutorial

Top Words in Tweet in G1:
[71] #icwsm2022
[49] icwsm
[21] media
[19] social
[15] #cysoc2022
[12] online
[12] join
[12] workshop
[11] impact
[11] misinformation

Top Words in Tweet in G2:
[54] #icwsm2022
[37] icwsm
[17] social
[14] diversity
[14] research
[13] panel
[12] science
[11] use
[10] time
[10] #dei

Top Words in Tweet in G3:
[32] #icwsm2022
[24] using
[20] advantage
[14] paper
[13] youtube
[13] avalanchesiqi
[12] tutorial
[12] social
[12] scientists
[12] named

Top Words in Tweet in G4:
[23] #icwsm2022
[11] award
[9] time
[8] congrats
[7] next
[7] june
[7] 6th
[7] 00
[7] online
[7] tutorial

Top Words in Tweet in G5:
[12] bert
[12] social
[11] #icwsm2022
[10] using
[10] tutorial
[10] sciences
[10] humanities
[8] languages
[8] speakers
[8] maria

Top Words in Tweet in G6:
[14] work
[13] #icwsm2022
[8] person
[8] share
[8] online
[7] sadly
[7] miss
[7] still
[7] excited
[7] identifying

Top Words in Tweet in G7:
[12] local
[12] outlets
[11] #icwsm2022
[9] paper
[7] dataset
[6] 1st
[6] time
[6] sourced
[6] 1000s
[6] news

Top Words in Tweet in G8:
[11] #icwsm2022
[10] papers
[10] virtual
[10] 00
[5] excited
[5] three
[5] appearing
[5] please
[5] join
[5] spotify

Top Words in Tweet in G9:
[18] icwsm
[12] paper
[12] session
[12] #icwsm2022
[11] walid_magdy
[11] norms
[10] 50
[6] group
[6] participating
[6] multiple

Top Words in Tweet in G10:
[4] auditing
[4] tech
[4] discover
[4] systemic
[4] inequalities
[4] karrie
[4] karahalios
[4] kkarahal
[4] #icwsm2022
[4] workshop

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[37] social,media
[18] icwsm,#icwsm2022
[17] #icwsm2022,icwsm
[16] social,scientists
[13] #icwsm2022,#icwsm
[13] bert,social
[13] social,sciences
[13] sciences,humanities
[13] humanities,#icwsm2022
[13] #icwsm2022,paper

Top Word Pairs in Tweet in G1:
[17] social,media
[11] icwsm,#cysoc2022
[11] #cysoc2022,#icwsm2022
[8] data,challenge
[7] icwsm,#icwsm2022
[7] #icwsm2022,icwsm
[6] today,presented
[6] presented,paper
[6] paper,ndimarco_
[6] ndimarco_,walter4c

Top Word Pairs in Tweet in G2:
[8] icwsm,time
[8] time,pleasure
[8] pleasure,moderating
[8] moderating,diversity
[8] diversity,icwsm
[8] icwsm,panel
[8] panel,tomorrow
[8] tomorrow,featuring
[8] featuring,set
[8] set,excellent

Top Word Pairs in Tweet in G3:
[12] tutorial,social
[12] social,scientists
[12] scientists,using
[12] using,named
[12] named,entity
[12] entity,recognition
[12] recognition,dependency
[12] dependency,parses
[12] parses,extract
[12] extract,info

Top Word Pairs in Tweet in G4:
[7] june,6th
[6] best,paper
[6] congrats,#icwsm2022
[6] icwsm,next
[6] next,week
[6] week,learn
[6] learn,come
[6] come,online
[6] online,tutorial
[6] tutorial,underlineio

Top Word Pairs in Tweet in G5:
[10] bert,social
[10] social,sciences
[10] sciences,humanities
[10] humanities,#icwsm2022
[8] languages,tutorial
[8] tutorial,using
[8] using,bert
[8] #icwsm2022,speakers
[8] speakers,maria
[8] maria,antoniak

Top Word Pairs in Tweet in G6:
[7] sadly,miss
[7] miss,#icwsm2022
[7] #icwsm2022,person
[7] person,still
[7] still,excited
[7] excited,share
[7] share,work
[7] work,identifying
[7] identifying,competition
[7] competition,mutualism

Top Word Pairs in Tweet in G7:
[7] paper,dataset
[6] dataset,#icwsm2022
[6] #icwsm2022,1st
[6] 1st,time
[6] time,sourced
[6] sourced,1000s
[6] 1000s,local
[6] local,news
[6] news,outlets
[6] outlets,calculated

Top Word Pairs in Tweet in G8:
[5] excited,three
[5] three,papers
[5] papers,appearing
[5] appearing,#icwsm2022
[5] #icwsm2022,please
[5] please,join
[5] join,virtual
[5] virtual,spotify
[5] spotify,booth
[5] booth,during

Top Word Pairs in Tweet in G9:
[6] group,participating
[6] participating,icwsm
[6] icwsm,multiple
[6] multiple,dimensions
[6] dimensions,walid_magdy
[6] walid_magdy,serving
[6] serving,vc
[6] vc,chair
[6] chair,bjoernross
[6] bjoernross,agostina_cal

Top Word Pairs in Tweet in G10:
[4] auditing,tech
[4] tech,discover
[4] discover,systemic
[4] systemic,inequalities
[4] inequalities,karrie
[4] karrie,karahalios
[4] karahalios,kkarahal
[4] kkarahal,#icwsm2022
[4] #icwsm2022,workshop
[4] workshop,data

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@chris_bail
@walid_magdy
@picsolab
@spacy_io
@maria_antoniak
@dmimno
@mattwilkens
@avalanchesiqi
@huatongs

Top Mentioned in G1:
@icwsm
@ndimarco_
@walter4c
@nekozzang
@mediateworkshop
@chris_bail
@galenweld
@msaveski
@walid_magdy
@munmun10

Top Mentioned in G2:
@icwsm
@chris_bail
@huatongs
@fbenevenuto
@enimust
@ratnrajiv
@lexing
@stellenboschuni
@polarizationlab
@verma22gaurav

Top Mentioned in G3:
@spacy_io
@picsolab
@avalanchesiqi
@ramyatekumalla
@hmi_anu
@anucomputing
@anucecs
@kkarahal
@danielapaolotti
@kyriakikalimeri

Top Mentioned in G4:
@icwsm
@underlineio
@tanmit
@cervisiarius
@nekozzang
@maria_antoniak
@dmimno
@mattwilkens
@aminrahimian
@chris_bail

Top Mentioned in G5:
@maria_antoniak
@dmimno
@mattwilkens
@icwsm

Top Mentioned in G6:
@comdatasci
@sohwng
@groceryheist
@makoshark
@aaronshaw

Top Mentioned in G7:
@_kenny_joseph
@wihbey
@marianneaubin
@galenweld

Top Mentioned in G8:
@shahrzad_naseri
@icwsm

Top Mentioned in G9:
@icwsm
@walid_magdy
@bjoernross
@agostina_cal
@dilarakkl
@kaniea

Top Mentioned in G10:
@kkarahal
@danielapaolotti
@kyriakikalimeri
@rumichunara

Top Tweeters
Top Tweeters in Entire Graph:
@pyscalellc
@datasciencebot_
@monrodriguez
@trab_bot
@philiplaureano
@irrefutablematt
@suhnyllakler
@smm_news_feed
@mark_riedl
@1n9r1d

Top Tweeters in G1:
@datasciencebot_
@smm_news_feed
@kleenestar
@eredmil1
@emilio__ferrara
@jhblackb
@colaresi
@razsc
@manoelribeiro
@icwsm

Top Tweeters in G2:
@pyscalellc
@mark_riedl
@nsf
@jasonnurse
@stellenboschuni
@haewoon
@distopyacorbasi
@wellesley
@munmun10
@arjumandyounus

Top Tweeters in G3:
@monrodriguez
@philiplaureano
@irrefutablematt
@suhnyllakler
@1n9r1d
@rexdouglass
@st_ktu
@daemonblonde
@lauretig
@timothyjgraham

Top Tweeters in G4:
@informs
@mathiasced
@ruthygarcia
@underlineio
@marek_kwiek
@ezagheni
@zpneal
@gvrkiran
@computermacgyve
@jisunan

Top Tweeters in G5:
@trab_bot
@jdevoo
@_akpiper
@think_zink
@o_saja
@dasmiq
@dmimno
@maria_antoniak
@mellymeldubs
@mattwilkens

Top Tweeters in G6:
@carlcolglazier
@ross_dahlke
@aaronshaw
@jdfoote
@makoshark
@groceryheist
@danielmromero
@comdatasci
@sohwng
@amarieblunt

Top Tweeters in G7:
@deaneckles
@danielequercia
@dg_rand
@informor
@wihbey
@acnwala
@penn_liu
@mayjor
@marianneaubin

Top Tweeters in G8:
@jussikarlgren
@mounialalmas
@marianobegue
@yamatchy
@spotifyresearch
@samfway
@shahrzad_naseri
@lee_lee_o

Top Tweeters in G9:
@dilarakkl
@kaniea
@agostina_cal
@walid_magdy
@bjoernross
@collinsmunyendo
@i_abufarha
@smash_edin

Top Tweeters in G10:
@danielapaolotti
@isi_fondazione
@rumichunara
@kyriakikalimeri
@kkarahal
@dwmvworkshop


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