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icwsm_2019-06-10_05-04-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 10, 2019
Description:
Description
The graph represents a network of 331 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 Monday, 10 June 2019 at 12:04 UTC.

The requested start date was Monday, 10 June 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 69-day, 10-hour, 51-minute period from Monday, 01 April 2019 at 12:33 UTC to Sunday, 09 June 2019 at 23:24 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 : 331
Unique Edges : 549
Edges With Duplicates : 250
Total Edges : 799
Number of Edge Types : 3
Mentions : 700
Replies to : 42
Tweet : 57
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0.0798548094373866
Reciprocated Edge Ratio : 0.147899159663866
Connected Components : 39
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 189
Maximum Edges in a Connected Component : 631
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.760269
Graph Density : 0.00544722145930605
Modularity : 0.530252
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://www.cyberagent.co.jp/news/detail/id=23055
[15] https://www.icwsm.org/2019/program/program/
[13] https://arxiv.org/abs/1904.03301
[12] https://sites.google.com/view/icwsmscienceslam
[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
[4] https://critical-data-science.github.io
[3] https://twitter.com/icwsm/status/1107639541261721600
[3] https://twitter.com/interdonatos/status/1131838809774145536

Top URLs in Tweet in G1:
[3] https://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/submissions/icwsm20a
[3] https://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/submissions
[3] https://icwsm.org/2019/program/program/
[3] https://twitter.com/interdonatos/status/1131838809774145536
[2] https://icwsm.org/2019/attending/student-support/
[1] https://www.icwsm.org/2019/program/program/
[1] https://sites.google.com/view/icwsmscienceslam
[1] http://events.dimes.unical.it/soc2net/program/
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/viewPaper/15587
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/download/13034/12789

Top URLs in Tweet in G2:
[10] https://www.icwsm.org/2019/program/program/
[4] https://sites.google.com/view/icwsmscienceslam
[2] https://icwsm.org/2019/program/program/
[2] https://twitter.com/icwsm/status/1112753017445642242
[1] https://twitter.com/ReaderMeter/status/1115628818478166018
[1] https://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/submissions

Top URLs in Tweet in G3:
[13] https://arxiv.org/abs/1904.03301
[7] https://sites.google.com/view/icwsmscienceslam
[3] https://twitter.com/icwsm/status/1107639541261721600
[1] http://www.whatsapp-monitor.dcc.ufmg.br
[1] https://twitter.com/johnnatan_me/status/1114451039204331521
[1] https://www.icwsm.org/2019/program/program/
[1] https://people.mpi-sws.org/~johnme/pdf/melo-icwsm-2019-demo.pdf

Top URLs in Tweet in G4:
[1] https://arxiv.org/abs/1905.09105
[1] https://github.com/SofiaG1l/Using_Facebook_API
[1] https://www.icwsm.org/2019/
[1] https://sites.google.com/site/dataforvulnerable19/
[1] https://twitter.com/icwsm/status/1112753017445642242

Top URLs in Tweet in G5:
[5] https://icwsm.org/2019/program/tutorial/
[2] https://www.icwsm.org/2019/program/tutorial/#t4

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] http://soc-research.org/ja/rinko2019-4/
[1] http://soc-research.org/ja/rinko2019-2/
[1] http://soc-research.org/ja/rinko2019-3/
[1] https://www.icwsm.org/2019/program/workshop/
[1] https://twitter.com/jurgenpfeffer/status/1117997071137738753
[1] https://twitter.com/r_takahama/status/1120132269681725441
[1] https://twitter.com/tksakaki/status/1118678456332500992

Top URLs in Tweet in G7:
[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 G8:
[1] https://arxiv.org/abs/1904.05643
[1] https://www.icwsm.org/2019/program/program/

Top URLs in Tweet in G9:
[1] https://drive.google.com/viewerng/viewer?url=http://kennyjoseph.github.io/papers/csab_schedule.pdf
[1] https://twitter.com/NUnetsi/status/1122863021875920896
[1] https://kennyjoseph.github.io/csab19

Top URLs in Tweet in G10:
[2] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/viewFile/2847/3275

Top Domains
Top Domains in Tweet in Entire Graph:
[32] icwsm.org
[26] aaai.org
[21] arxiv.org
[19] twitter.com
[16] co.jp
[14] google.com
[7] precisionconference.com
[5] github.io
[4] washington.edu
[3] soc-research.org

Top Domains in Tweet in G1:
[6] icwsm.org
[6] precisionconference.com
[3] twitter.com
[2] aaai.org
[1] google.com
[1] unical.it
[1] arxiv.org
[1] brenthecht.com

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

Top Domains in Tweet in G3:
[13] arxiv.org
[7] google.com
[4] twitter.com
[1] ufmg.br
[1] icwsm.org
[1] mpi-sws.org

Top Domains in Tweet in G4:
[1] arxiv.org
[1] github.com
[1] icwsm.org
[1] google.com
[1] twitter.com

Top Domains in Tweet in G5:
[7] icwsm.org

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

Top Domains in Tweet in G7:
[1] aaai.org
[1] mit.edu
[1] arxiv.org
[1] ghostwork.info

Top Domains in Tweet in G8:
[1] arxiv.org
[1] icwsm.org

Top Domains in Tweet in G9:
[1] google.com
[1] twitter.com
[1] github.io

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[98] icwsm
[26] css
[21] icwsm2020
[17] icwsm2019
[10] urbanbeers
[9] socialmedia
[8] citylab
[7] cscw2019
[6] munich
[5] wikipedia



Top Hashtags in Tweet in G1:
[16] icwsm2020
[14] icwsm
[5] css
[5] icwsm2019
[5] cscw2019
[5] wikipedia

Top Hashtags in Tweet in G2:
[26] icwsm
[19] css
[6] icwsm2019
[5] icwsm2020
[2] chi2019
[2] cscw2019
[1] webconf2019
[1] apaam19
[1] inspiration

Top Hashtags in Tweet in G3:
[28] icwsm
[3] icwsm2019
[1] whatsapp

Top Hashtags in Tweet in G4:
[2] icwsm
[1] digitaldemography
[1] bigdata
[1] css

Top Hashtags in Tweet in G5:
[8] socialmedia
[5] munich
[4] phdchat
[4] sna
[3] icwsm
[1] css
[1] icwsm2019
[1] thinklink
[1] infovis
[1] network

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

Top Hashtags in Tweet in G7:
[1] icwsm
[1] trolls
[1] bots
[1] misinformation

Top Hashtags in Tweet in G8:
[2] icwsm2019
[1] icwsm
[1] research
[1] fakenews
[1] datascience

Top Hashtags in Tweet in G9:
[3] icwsm

Top Hashtags in Tweet in G10:
[1] election2020
[1] politics
[1] progressives
[1] twitter
[1] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[217] Words in Sentiment List#1: Positive
[90] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[7705] Non-categorized Words
[8012] Total Words
[256] icwsm
[180] ø
[174] ù
[100] #icwsm
[92] 2019

Top Words in Tweet in G1:
[55] icwsm
[16] #icwsm
[15] #icwsm2020
[13] next
[13] 15
[12] thanks
[12] deadline
[12] papers
[11] program
[10] paper

Top Words in Tweet in G2:
[73] icwsm
[26] #icwsm
[24] thanks
[21] 2019
[19] next
[19] year
[19] #css
[17] munmun10
[17] chair
[17] jurgenpfeffer

Top Words in Tweet in G3:
[29] work
[28] whatsapp
[28] #icwsm
[17] gvrkiran
[14] done
[14] social
[14] media
[13] showing
[13] existence
[13] 'hot

Top Words in Tweet in G4:
[21] workshop
[17] icwsm
[15] yelenamejova
[13] register
[12] data
[12] wellbeing
[12] vulnerable
[12] april
[12] 19
[12] early

Top Words in Tweet in G5:
[39] social
[38] network
[38] analysis
[36] icwsm
[36] nodexl
[36] media
[36] 2019
[35] tutorial
[33] looking
[33] forward

Top Words in Tweet in G6:
[23] 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] location
[3] 土方ゼミ
[3] 18
[3] #関西学院大学
[3] #商学部

Top Words in Tweet in G7:
[4] saviaga
[4] trolls
[4] saiphcita
[3] political
[3] mobilize
[3] manage
[3] become
[3] problems
[3] others
[3] come

Top Words in Tweet in G8:
[16] icwsm
[10] homogeneous
[10] cross
[10] cutting
[9] preprint
[9] paper
[9] jisunan
[9] haewoon
[9] posegga
[9] political

Top Words in Tweet in G9:
[8] icwsm
[7] workshop
[7] algorithmic
[7] bias
[6] 1
[5] _kenny_joseph
[5] schedule
[5] next
[5] week's
[5] complex

Top Words in Tweet in G10:
[3] urge
[3] read
[3] political
[3] polarization
[3] twitter
[3] proceedings
[3] fifth
[3] international
[3] aaai
[3] conference

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[98] ù,ø
[78] ø,ù
[69] icwsm,2019
[54] social,media
[51] ù,ù
[45] ø,ø
[38] network,analysis
[37] looking,forward
[35] media,network
[33] forward,running

Top Word Pairs in Tweet in G1:
[9] deadline,15
[9] 15,23
[9] 23,59
[9] 59,aoe
[6] reminder,next
[6] next,#icwsm
[6] #icwsm,deadline
[6] june,11th
[5] icwsm,2019
[5] thanks,great

Top Word Pairs in Tweet in G2:
[16] icwsm,2019
[14] next,year
[14] jurgenpfeffer,icwsm
[13] icwsm,congratulations
[13] congratulations,many
[13] many,thanks
[13] thanks,munmun10
[13] munmun10,being
[13] being,icwsm
[13] icwsm,2020

Top Word Pairs in Tweet in G3:
[14] social,media
[13] work,showing
[13] showing,existence
[13] existence,'hot
[13] 'hot,streaks'
[13] streaks',social
[13] media,now
[13] now,arxiv
[13] arxiv,#icwsm
[13] #icwsm,work

Top Word Pairs in Tweet in G4:
[12] register,icwsm
[12] icwsm,workshop
[12] workshop,data
[12] data,wellbeing
[12] wellbeing,vulnerable
[12] vulnerable,april
[12] april,19
[12] 19,early
[12] early,bird
[12] bird,rates

Top Word Pairs in Tweet in G5:
[38] network,analysis
[36] social,media
[35] media,network
[34] icwsm,2019
[33] looking,forward
[33] forward,running
[33] running,tutorial
[33] tutorial,nodexl
[33] nodexl,social
[33] analysis,digitalspacelab

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,18
[3] #関西学院大学,#商学部
[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

Top Word Pairs in Tweet in G7:
[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 G8:
[10] homogeneous,cross
[10] cross,cutting
[9] preprint,icwsm
[9] icwsm,paper
[9] paper,jisunan
[9] jisunan,haewoon
[9] haewoon,posegga
[9] posegga,political
[9] political,discussions
[9] discussions,homogeneous

Top Word Pairs in Tweet in G9:
[7] algorithmic,bias
[5] schedule,next
[5] next,week's
[5] week's,icwsm
[5] icwsm,workshop
[5] workshop,complex
[5] complex,systems
[5] systems,algorithmic
[5] bias,live
[5] live,crazy

Top Word Pairs in Tweet in G10:
[3] urge,read
[3] political,polarization
[3] polarization,twitter
[3] proceedings,fifth
[3] fifth,international
[3] international,aaai
[3] aaai,conference
[3] conference,weblogs
[2] read,political
[2] twitter,proceedings

Top Replied-To
Top Replied-To in Entire Graph:
@icwsm
@jurgenpfeffer
@mtknnktm
@sageoceantweets
@kymy1991
@ishiiakira
@elaragon
@eegilbert
@linguangst
@codybuntain

Top Replied-To in G1:
@icwsm
@linguangst
@codybuntain
@david__jurgens

Top Replied-To in G2:
@icwsm
@jurgenpfeffer
@elaragon
@eegilbert
@munmun10

Top Replied-To in G4:
@yelenamejova

Top Replied-To in G5:
@sageoceantweets
@kymy1991

Top Replied-To in G6:
@mtknnktm
@ishiiakira

Top Replied-To in G7:
@iohacker
@jeffbigham

Top Replied-To in G8:
@srijankedia
@benjamindhorne

Top Replied-To in G10:
@_stay_informed

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@nodexl
@digitalspacelab
@was3210
@munmun10
@jurgenpfeffer
@gvrkiran
@yelenamejova
@cerenbudak
@rhodiuslin

Top Mentioned in G1:
@icwsm
@acm_cscw
@r_ashwin
@jurgenpfeffer
@wikiresearch
@munmun10
@nickmvincent
@ale_xsandra
@david__jurgens
@dgarcia_eu

Top Mentioned in G2:
@icwsm
@munmun10
@jurgenpfeffer
@cerenbudak
@rhodiuslin
@fredmorstatter
@dgarcia_eu
@danielmromero
@twlyy29
@arkzhang1988

Top Mentioned in G3:
@gvrkiran
@johnnatan_me
@cervisiarius
@fbenevenuto
@icwsm
@gareth_tyson
@jurgenpfeffer
@cerenbudak
@rhodiuslin

Top Mentioned in G4:
@icwsm
@yelenamejova
@sof14g1l
@mpidrnews
@facebook
@iussp
@saminrf
@munmun10
@isi_fondazione
@elad1

Top Mentioned in G5:
@icwsm
@nodexl
@digitalspacelab
@was3210
@socdatalab
@vissocmedlab
@bigdatasoc
@digitalmethods
@jurgenpfeffer
@smr_foundation

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

Top Mentioned in G7:
@saviaga
@saiphcita
@kotarohara
@ccb
@turkernational
@gabilooo
@cwc_wv
@ctoxtli
@_pmkr
@marylgray

Top Mentioned in G8:
@icwsm
@jisunan
@haewoon
@posegga
@ajungherr
@arxiv
@benjamindhorne
@yelenamejova
@gvrkiran

Top Mentioned in G9:
@_kenny_joseph
@icwsm
@dgarcia_eu
@sedyst
@bodobalazs
@bhecht
@c_stadtfeld
@tsvetkovadotme
@ancsaaa3

Top Mentioned in G10:
@exposingalec
@victorb836
@debttrut
@ruetheday852
@qphotonyc
@tentoads4truth
@merrydw54
@exposedbycmd

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

Top Tweeters in G1:
@linguangst
@josefslerka
@eventtesseract
@xabuci
@readermeter
@jabawack
@belllabs
@marco_java
@winteram
@wikiresearch

Top Tweeters in G2:
@phoenixgyaan
@shionguha
@vukosi
@syardi
@anxosan
@ryanjgallag
@ian_soboroff
@munmun10
@elaragon
@3rdcultureme

Top Tweeters in G3:
@chronotope
@clancynewyork
@vanessa_murdock
@deaneckles
@shawnmjones
@anajanaina
@phonedude_mln
@gustavo
@johnnatan_me
@aacirino

Top Tweeters in G4:
@ottlegalrebels
@uclsociology
@ieca_andalucia
@facebook
@alexvespi
@gustavorincon29
@juanrocha
@patrick_gerland
@ciro
@danielapaolotti

Top Tweeters in G5:
@tressiemcphd
@3eani
@vivianfrancos
@was3210
@marc_smith
@paulfenn16
@nodexl
@activithink
@connectedaction
@sageoceantweets

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

Top Tweeters in G7:
@jeffbigham
@gabilooo
@ctoxtli
@saiphcita
@kotarohara
@marylgray
@iohacker
@saviaga
@turkernational
@ccb

Top Tweeters in G8:
@haewoon
@griverorz
@ajungherr
@damian0604
@yannis_theo
@digdemlab
@jisunan
@benjamindhorne
@cacristan
@srijankedia

Top Tweeters in G9:
@sedyst
@kweku_oa
@davidlazer
@shugars
@bodobalazs
@_kenny_joseph
@msaveski
@grinbergnir
@ancsaaa3
@c_stadtfeld

Top Tweeters in G10:
@debttrut
@posuttrump
@exposingalec
@merrydw54
@tentoads4truth
@ruetheday852
@_stay_informed
@victorb836
@qphotonyc
@exposedbycmd