Icwsm, Twitter, 6/12/2019 11:52:31 AM, 199783


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Icwsm_2019-06-12_04-45-38.xlsx
Icwsm_2019-06-12_04-45-38.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 12, 2019
Short Description:
Icwsm via NodeXL http://bit.ly/2X5VBkx
@icwsm
@jurgenpfeffer
@gvrkiran
@mtknnktm
@saiphcita
@johnnatan_me
@ca_developers
@was3210
@yelenamejova
@emilio__ferrara

Top hashtags:
#icwsm
#icwsm2019
#phdchat
#css
#dataforvulnerable
#icwsm2020
#socialmedia
#munich
#icwsm19

Description:
Description
The graph represents a network of 422 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 Wednesday, 12 June 2019 at 11:45 UTC.

The requested start date was Wednesday, 12 June 2019 at 11:45 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 20-hour, 6-minute period from Monday, 01 April 2019 at 12:33 UTC to Wednesday, 12 June 2019 at 08:39 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 : 422
Unique Edges : 766
Edges With Duplicates : 658
Total Edges : 1424
Self-Loops : 76
Reciprocated Vertex Pair Ratio : 0.122373300370828
Reciprocated Edge Ratio : 0.218061674008811
Connected Components : 42
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 312
Maximum Edges in a Connected Component : 1322
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.941581
Graph Density : 0.00511082842701309
Modularity : 0.386284
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] https://sites.google.com/view/icwsmscienceslam
[15] https://www.icwsm.org/2019/program/program/
[15] https://www.cyberagent.co.jp/news/detail/id=23055
[13] https://arxiv.org/abs/1904.03301
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688
[6] https://www.icwsm.org/2019/program/workshop/
[5] https://www.icwsm.org/2019/program/tutorial/
[5] https://icwsm.org/2019/program/program/
[5] https://icwsm.org/2019/program/tutorial/
[4] https://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/submissions

Top URLs in Tweet in G1:
[11] https://arxiv.org/abs/1904.03301
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688
[5] https://icwsm.org/2019/program/tutorial/
[5] https://sites.google.com/view/icwsmscienceslam
[2] https://arxiv.org/abs/1904.00004
[2] https://www.icwsm.org/2019/program/program/
[2] https://twitter.com/icwsm/status/1107639541261721600
[2] https://www.icwsm.org/2019/program/tutorial/#t4
[1] https://www.emeraldinsight.com/doi/abs/10.1108/OIR-03-2018-0093
[1] https://link.springer.com/article/10.1007%2Fs00038-018-1192-5

Top URLs in Tweet in G2:
[5] https://sites.google.com/view/icwsmscienceslam
[4] https://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/submissions
[3] https://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/submissions/icwsm20a
[3] https://icwsm.org/2019/program/program/
[3] https://twitter.com/interdonatos/status/1131838809774145536
[2] https://icwsm.org/2019/attending/student-support/
[2] https://www.icwsm.org/2019/program/workshop/
[2] https://www.icwsm.org/2019/program/tutorial/
[2] https://twitter.com/icwsm/status/1112753017445642242
[1] https://www.icwsm.org/2019/program/program/

Top URLs in Tweet in G3:
[6] https://sites.google.com/view/icwsmscienceslam
[2] https://docs.google.com/presentation/d/1zc5vciuIxLkybLOUUauc1YX9fBZIB2mssv1VtWgN8tM/edit
[2] https://arxiv.org/abs/1904.03301
[1] https://github.com/elaragon/generative-discussion-threads
[1] https://kennyjoseph.github.io/csab19
[1] http://events.dimes.unical.it/soc2net/invited-talk/
[1] https://twitter.com/NUnetsi/status/1122863021875920896
[1] https://drive.google.com/viewerng/viewer?url=http://kennyjoseph.github.io/papers/csab_schedule.pdf
[1] https://twitter.com/ReaderMeter/status/1115628818478166018

Top URLs in Tweet in G4:
[2] https://sites.google.com/view/icwsmscienceslam
[1] https://www.cybertrust.in.tum.de/index.php?id=140&L=1
[1] https://twitter.com/icwsm/status/1112753017445642242
[1] https://sites.google.com/site/dataforvulnerable19/
[1] https://www.propublica.org/datastore/dataset/compas-recidivism-risk-score-data-and-analysis

Top URLs in Tweet in G5:
[2] https://www.icwsm.org/2019/program/program/
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3205
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/download/13034/12789
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/viewPaper/15587
[1] https://docs.google.com/presentation/d/1zc5vciuIxLkybLOUUauc1YX9fBZIB2mssv1VtWgN8tM/edit
[1] https://arxiv.org/abs/1904.05643

Top URLs in Tweet in G6:
[15] https://www.cyberagent.co.jp/news/detail/id=23055
[2] https://aaai.org/ojs/index.php/ICWSM/issue/view/238
[2] https://www.icwsm.org/2019/program/program/
[1] https://twitter.com/jurgenpfeffer/status/1117997071137738753
[1] https://twitter.com/r_takahama/status/1120132269681725441
[1] https://www.icwsm.org/2019/program/workshop/
[1] https://twitter.com/icwsm/status/1125081025862934528
[1] https://twitter.com/tksakaki/status/1118678456332500992
[1] http://soc-research.org/ja/rinko2019-2/
[1] http://soc-research.org/ja/rinko2019-3/

Top URLs in Tweet in G7:
[1] https://projects.iq.harvard.edu/critical-data-science
[1] http://icwsm.org
[1] https://twitter.com/wikiresearch/status/1119304117862662145
[1] https://www.aaai.org/ocs/index.php/ICWSM/09/paper/viewPaper/184
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/viewFile/2886/3262
[1] https://people.mpi-sws.org/~johnme/pdf/melo-icwsm-2019-demo.pdf
[1] https://medical-tribune.co.jp/news/2019/0528520257/?utm_source=mail&utm_medium=recent&utm_campaign=mailmag190529&mkt_tok=eyJpIjoiT1RZME5qVTJNRE5pT1RFeiIsInQiOiJzTVRiZlN2bTZJbjJGODh2WmgwMFZncUN5RWtVZWpzRlBBRFRBSzdid0UzeVZ0eFR6aFFSeG1zTk10WW1WcUhlQmxTZ2RmeHpoZlJtXC95U2tNa1RoWVRrN3hNa1p0YlZVNllmR2NaeFhVRitrZmpVTU1hWE9pblpYRUVVVjlMSGEifQ%3D%3D
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3256

Top URLs in Tweet in G8:
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/viewPaper/8122
[1] http://people.csail.mit.edu/pkrafft/papers/Krafft_Starbird_Spiro_CHI2017.pdf
[1] https://arxiv.org/abs/1806.00429
[1] https://www.ghostwork.info/articles

Top URLs in Tweet in G9:
[1] https://people.mpi-sws.org/~johnme/pdf/melo-icwsm-2019-demo.pdf
[1] https://twitter.com/icwsm/status/1107639541261721600

Top URLs in Tweet in G10:
[8] https://www.icwsm.org/2019/program/program/
[1] https://www.icwsm.org/2019/program/workshop/
[1] https://www.icwsm.org/2019/program/tutorial/
[1] https://sites.google.com/view/icwsmscienceslam
[1] http://www.stadtkopierer.de/
[1] https://druck-punkt.com/
[1] https://icwsm.org/2019/program/program/

Top Domains
Top Domains in Tweet in Entire Graph:
[43] icwsm.org
[30] aaai.org
[25] google.com
[22] twitter.com
[21] arxiv.org
[16] co.jp
[8] nodexlgraphgallery.org
[7] precisionconference.com
[6] github.io
[4] washington.edu

Top Domains in Tweet in G1:
[14] arxiv.org
[13] icwsm.org
[7] nodexlgraphgallery.org
[5] twitter.com
[5] google.com
[1] emeraldinsight.com
[1] springer.com
[1] aaai.org
[1] ufmg.br
[1] github.com

Top Domains in Tweet in G2:
[10] icwsm.org
[7] precisionconference.com
[7] twitter.com
[6] google.com
[1] nodexlgraphgallery.org
[1] springer.com
[1] aaai.org
[1] facebook.com
[1] unical.it
[1] arxiv.org

Top Domains in Tweet in G3:
[9] google.com
[2] arxiv.org
[2] twitter.com
[1] github.com
[1] github.io
[1] unical.it

Top Domains in Tweet in G4:
[3] google.com
[1] tum.de
[1] twitter.com
[1] propublica.org

Top Domains in Tweet in G5:
[3] aaai.org
[2] icwsm.org
[1] google.com
[1] arxiv.org

Top Domains in Tweet in G6:
[15] co.jp
[4] twitter.com
[3] icwsm.org
[3] soc-research.org
[2] aaai.org

Top Domains in Tweet in G7:
[3] aaai.org
[1] harvard.edu
[1] icwsm.org
[1] twitter.com
[1] mpi-sws.org
[1] co.jp

Top Domains in Tweet in G8:
[1] aaai.org
[1] mit.edu
[1] arxiv.org
[1] ghostwork.info

Top Domains in Tweet in G9:
[1] mpi-sws.org
[1] twitter.com

Top Domains in Tweet in G10:
[11] icwsm.org
[1] google.com
[1] stadtkopierer.de
[1] druck-punkt.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[175] icwsm
[144] icwsm2019
[35] phdchat
[27] css
[26] dataforvulnerable
[21] icwsm2020
[11] socialmedia
[11] munich
[10] icwsm19
[10] urbanbeers



Top Hashtags in Tweet in G1:
[88] icwsm2019
[79] icwsm
[35] phdchat
[11] munich
[9] socialmedia
[6] css
[6] digitaldemography
[5] sna
[2] facebook
[2] poptwitter

Top Hashtags in Tweet in G2:
[34] icwsm
[29] icwsm2019
[21] icwsm2020
[15] css
[5] cscw2019
[5] wikipedia
[3] sagecampus
[3] datascience
[3] dataforvulnerable
[3] icwsm19

Top Hashtags in Tweet in G3:
[21] icwsm
[5] icwsm2019
[2] slam
[1] opensource
[1] soc2net
[1] csab19
[1] css

Top Hashtags in Tweet in G4:
[23] dataforvulnerable
[10] icwsm
[4] icwsm19
[3] icwsm2019
[2] fascinating
[1] css
[1] digitaldemography

Top Hashtags in Tweet in G5:
[4] icwsm2019
[3] icwsm
[1] icwsm19
[1] css
[1] cscw2019
[1] research
[1] fakenews
[1] datascience

Top Hashtags in Tweet in G6:
[3] icwsm2019
[3] 関西学院大学
[3] 商学部
[2] icwsm
[2] 社会学
[1] ソーシャルメディア
[1] aaai
[1] マーケティング

Top Hashtags in Tweet in G7:
[7] icwsm
[1] factchecking
[1] whatsapp
[1] journalism
[1] jetlag
[1] greetingsfrommunich
[1] dataset
[1] aaai
[1] socialmedia
[1] news

Top Hashtags in Tweet in G8:
[3] icwsm
[1] trolls
[1] bots
[1] misinformation
[1] icwsm2019

Top Hashtags in Tweet in G9:
[1] icwsm

Top Hashtags in Tweet in G10:
[5] icwsm2019
[4] icwsm
[3] css
[1] cscw2019
[1] chi2019

Top Words
Top Words in Tweet in Entire Graph:
[388] Words in Sentiment List#1: Positive
[180] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[13068] Non-categorized Words
[13636] Total Words
[427] icwsm
[180] ø
[177] #icwsm
[174] ù
[144] #icwsm2019

Top Words in Tweet in G1:
[103] icwsm
[88] #icwsm2019
[85] nodexl
[79] #icwsm
[77] tutorial
[71] was3210
[66] digitalspacelab
[57] network
[55] social
[50] media

Top Words in Tweet in G2:
[128] icwsm
[36] #icwsm
[29] #icwsm2019
[27] papers
[25] next
[22] thanks
[22] jurgenpfeffer
[20] #icwsm2020
[19] atlanta
[18] 15

Top Words in Tweet in G3:
[34] icwsm
[21] #icwsm
[11] science
[10] slam
[10] june
[10] elaragon
[10] workshop
[9] tutorial
[9] going
[8] online

Top Words in Tweet in G4:
[56] icwsm
[48] yelenamejova
[31] workshop
[31] vulnerable
[23] #dataforvulnerable
[17] elad1
[16] data
[15] populations
[13] d_alburez
[12] register

Top Words in Tweet in G5:
[30] icwsm
[22] paper
[11] political
[11] jisunan
[11] homogeneous
[11] cross
[11] cutting
[10] preprint
[10] haewoon
[10] posegga

Top Words in Tweet in G6:
[24] icwsm
[15] webとソーシャルメディアの国際会議
[13] 秋葉原ラボ所属のエンジニアが
[13] にて採択されました
[12] ca_developers
[4] papers
[4] location
[3] #icwsm2019
[3] 4
[3] icwsmで位置情報サービスの利用と訪問場所の関係を分析した研究を発表します

Top Words in Tweet in G7:
[8] 2019
[7] #icwsm
[5] icwsm
[4] social
[4] munich
[3] data
[3] science
[3] june
[2] workshop
[2] web

Top Words in Tweet in G8:
[4] saviaga
[4] trolls
[4] come
[4] saiphcita
[3] political
[3] mobilize
[3] manage
[3] become
[3] problems
[3] others

Top Words in Tweet in G9:
[22] whatsapp
[10] icwsm'19
[10] demo
[10] paper
[10] monitor
[10] fact
[10] checking
[10] system
[10] available
[10] download

Top Words in Tweet in G10:
[19] icwsm
[14] jurgenpfeffer
[12] 2019
[9] program
[9] thanks
[8] online
[8] cerenbudak
[8] rhodiuslin
[8] fredmorstatter
[8] papers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[98] ù,ø
[78] ø,ù
[72] icwsm,2019
[66] social,media
[51] ù,ù
[45] ø,ø
[41] digitalspacelab,icwsm
[39] network,analysis
[37] looking,forward
[37] tutorial,nodexl

Top Word Pairs in Tweet in G1:
[50] social,media
[40] digitalspacelab,icwsm
[40] icwsm,2019
[39] network,analysis
[37] tutorial,nodexl
[35] nodexl,social
[35] media,network
[33] looking,forward
[33] forward,running
[33] running,tutorial

Top Word Pairs in Tweet in G2:
[12] congratulations,many
[12] many,thanks
[12] thanks,munmun10
[12] munmun10,being
[12] being,icwsm
[12] icwsm,2020
[12] 2020,general
[12] general,chair
[12] chair,#icwsm
[12] #icwsm,atlanta

Top Word Pairs in Tweet in G3:
[9] going,#icwsm
[9] science,slam
[8] algorithmic,bias
[6] complex,systems
[6] #icwsm,june
[6] june,consider
[6] consider,participating
[6] participating,science
[6] slam,proposals
[6] proposals,engaging

Top Word Pairs in Tweet in G4:
[20] icwsm,workshop
[16] #dataforvulnerable,icwsm
[15] vulnerable,populations
[12] register,icwsm
[12] workshop,data
[12] data,wellbeing
[12] wellbeing,vulnerable
[12] vulnerable,april
[12] april,19
[12] 19,early

Top Word Pairs in Tweet in G5:
[13] icwsm,paper
[11] homogeneous,cross
[11] cross,cutting
[10] preprint,icwsm
[10] paper,jisunan
[10] jisunan,haewoon
[10] haewoon,posegga
[10] posegga,political
[10] political,discussions
[10] discussions,homogeneous

Top Word Pairs in Tweet in G6:
[15] webとソーシャルメディアの国際会議,icwsm
[13] 秋葉原ラボ所属のエンジニアが,webとソーシャルメディアの国際会議
[13] icwsm,にて採択されました
[12] ca_developers,秋葉原ラボ所属のエンジニアが
[3] icwsmで位置情報サービスの利用と訪問場所の関係を分析した研究を発表します,発表者に日本人少ないな
[3] 発表者に日本人少ないな,present
[3] present,work
[3] work,analyzing
[3] analyzing,effects
[3] effects,location

Top Word Pairs in Tweet in G7:
[3] icwsm,2019
[3] 2019,munich
[2] social,media
[2] munich,germany
[2] vulnerable,populations

Top Word Pairs in Tweet in G8:
[3] political,trolls
[3] trolls,mobilize
[3] mobilize,manage
[3] manage,become
[3] become,problems
[3] problems,others
[3] others,come
[3] come,talk
[3] talk,phd
[3] phd,student

Top Word Pairs in Tweet in G9:
[10] icwsm'19,demo
[10] demo,paper
[10] paper,whatsapp
[10] whatsapp,monitor
[10] monitor,fact
[10] fact,checking
[10] checking,system
[10] system,whatsapp
[10] whatsapp,available
[10] available,download

Top Word Pairs in Tweet in G10:
[12] jurgenpfeffer,icwsm
[11] icwsm,2019
[8] 2019,program
[8] program,online
[8] online,thanks
[8] thanks,cerenbudak
[8] cerenbudak,rhodiuslin
[8] rhodiuslin,fredmorstatter
[2] going,#icwsm
[2] science,slam

Top Replied-To
Top Replied-To in Entire Graph:
@icwsm
@jurgenpfeffer
@elaragon
@sageoceantweets
@cristiancantoro
@yelenamejova
@d_alburez
@gareth_tyson
@narseo
@mtknnktm

Top Replied-To in G1:
@icwsm
@narseo
@sageoceantweets
@digitalspacelab
@kymy1991
@ezagheni
@elaragon
@eegilbert
@maxrossmann
@sazoo_nlp

Top Replied-To in G2:
@jurgenpfeffer
@icwsm
@cristiancantoro
@sageoceantweets
@linguangst
@gareth_tyson
@ladamic
@codybuntain
@david__jurgens
@munmun10

Top Replied-To in G3:
@jurgenpfeffer
@elaragon
@twlyy29
@sa_almodarresi
@icwsm

Top Replied-To in G4:
@yelenamejova
@d_alburez
@dozee_sim

Top Replied-To in G5:
@srijankedia
@benjamindhorne

Top Replied-To in G6:
@mtknnktm
@ishiiakira

Top Replied-To in G8:
@iohacker
@jeffbigham

Top Replied-To in G10:
@elaragon

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@was3210
@nodexl
@digitalspacelab
@jurgenpfeffer
@yelenamejova
@gvrkiran
@sof14g1l
@d_alburez
@munmun10

Top Mentioned in G1:
@icwsm
@was3210
@nodexl
@digitalspacelab
@gvrkiran
@sof14g1l
@jurgenpfeffer
@gareth_tyson
@facebook

Top Mentioned in G2:
@icwsm
@jurgenpfeffer
@munmun10
@yelenamejova
@acm_cscw
@d_alburez
@dgarcia_eu
@elaragon
@twitterresearch
@r_ashwin

Top Mentioned in G3:
@icwsm
@elaragon
@dgarcia_eu
@_kenny_joseph
@cervisiarius
@vicen__gomez
@ladamic
@danielmromero
@jurgenpfeffer
@akalten_bcn

Top Mentioned in G4:
@icwsm
@yelenamejova
@elad1
@d_alburez
@kyriakikalimeri
@munmun10
@isi_fondazione
@rumichunara
@danielapaolotti
@sof14g1l

Top Mentioned in G5:
@icwsm
@jisunan
@haewoon
@posegga
@ajungherr
@aseel_addawood
@adambbadawy
@emilio__ferrara
@arxiv
@jurgenpfeffer

Top Mentioned in G6:
@ca_developers
@jurgenpfeffer
@keiichi_ochiai
@toritorix
@tksakaki
@bot_enpitsu
@ishiiakira
@mtknnktm

Top Mentioned in G8:
@saviaga
@saiphcita
@elaragon
@kotarohara
@ccb
@turkernational
@gabilooo
@cwc_wv
@ctoxtli
@_pmkr

Top Mentioned in G9:
@johnnatan_me
@gvrkiran
@fbenevenuto
@gustavo
@icwsm
@whatsapp

Top Mentioned in G10:
@icwsm
@jurgenpfeffer
@cerenbudak
@rhodiuslin
@fredmorstatter
@cervisiarius
@dgarcia_eu
@munmun10
@syardi

Top Tweeters
Top Tweeters in Entire Graph:
@ottlegalrebels
@bot_enpitsu
@tressiemcphd
@debttrut
@f_camel
@posuttrump
@3eani
@phoenixgyaan
@portela_man
@mrjoncryer

Top Tweeters in G1:
@ottlegalrebels
@tressiemcphd
@3eani
@chronotope
@clancynewyork
@vivianfrancos
@uclsociology
@fergal_davis
@adamgdunn
@lisagualtieri

Top Tweeters in G2:
@phoenixgyaan
@linguangst
@josefslerka
@eventtesseract
@miguelrios
@xabuci
@mad_typist
@weberdc
@anxosan
@readermeter

Top Tweeters in G3:
@rstatstweet
@darkolina
@_estalindalamar
@iacocoba
@vanessa_murdock
@kweku_oa
@sedyst
@davidlazer
@shugars
@elaragon

Top Tweeters in G4:
@alexvespi
@gustavorincon29
@mounialalmas
@juanrocha
@ciro
@mlmillerphd
@danielapaolotti
@mtizzoni
@itspikakshi
@isi_fondazione

Top Tweeters in G5:
@gcabanac
@haewoon
@emilio__ferrara
@griverorz
@ryanjgallag
@ajungherr
@billrand
@damian0604
@onurvarol
@yannis_theo

Top Tweeters in G6:
@bot_enpitsu
@konojunya
@toritorix
@ishiiakira
@koheisakamoto88
@mtknnktm
@tksakaki
@morio1937
@h_hurusawa8878
@mirachantv

Top Tweeters in G7:
@f_camel
@followlori
@eventosglobais
@jkru
@marmarma9999
@marcobrambi
@damewendydbe
@4sweb
@boardsofdata
@latifajackson

Top Tweeters in G8:
@jeffbigham
@gabilooo
@ctoxtli
@saiphcita
@kotarohara
@marylgray
@iohacker
@saviaga
@turkernational
@ccb

Top Tweeters in G9:
@anajanaina
@gustavo
@johnnatan_me
@aacirino
@tocunha
@whatsapp
@lilitie
@andre_pcn
@sugolder
@gabitessitore

Top Tweeters in G10:
@shionguha
@vukosi
@syardi
@timalthoff
@jmcimula
@corbrantner
@hcidesign
@rhodiuslin
@cerenbudak
@twlyy29