icwsm, Twitter, 6/3/2019 3:13:29 PM, 198852


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icwsm_2019-06-03_05-04-21.xlsx
icwsm_2019-06-03_05-04-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 03, 2019
Short Description:
icwsm via NodeXL http://bit.ly/2Kl0jnM
@icwsm
@mtknnktm
@mpidrnews
@gvrkiran
@jeffbigham
@johnnatan_me
@saiphcita
@ca_developers
@frontaibigdata
@syardi

Top hashtags:
#icwsm
#css
#icwsm2019
#icwsm2020
#socialmedia
#workshop
#urbanbeers
#data
#wellbeing
#citylab

Description:
Description
The graph represents a network of 529 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, 03 June 2019 at 12:04 UTC.

The requested start date was Monday, 03 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 93-day, 16-hour, 43-minute period from Friday, 01 March 2019 at 01:11 UTC to Sunday, 02 June 2019 at 17:54 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 : 529
Unique Edges : 991
Edges With Duplicates : 488
Total Edges : 1479
Number of Edge Types : 3
Mentions : 1317
Replies to : 75
Tweet : 87
Self-Loops : 87
Reciprocated Vertex Pair Ratio : 0.0932286555446516
Reciprocated Edge Ratio : 0.170556552962298
Connected Components : 48
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 386
Maximum Edges in a Connected Component : 1331
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.949189
Graph Density : 0.00398837142693475
Modularity : 0.486132
NodeXL Version : 1.0.1.412

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
[14] https://www.icwsm.org/2019/program/program/
[13] https://arxiv.org/abs/1904.03301
[13] https://gate4ugc.blogspot.com/2019/02/3rdRDSM.html
[10] https://sites.google.com/view/icwsmscienceslam
[9] https://www.nikkan.co.jp/articles/view/00509627
[8] https://www.icwsm.org/2019/program/tutorial/#t4
[8] https://icwsm.org/2019/program/tutorial/
[8] https://sites.google.com/site/dataforvulnerable19/
[8] https://projects.iq.harvard.edu/critical-data-science

Top URLs in Tweet in G1:
[6] http://events.dimes.unical.it/soc2net/
[5] https://icwsm.org/2019/attending/registration/
[4] https://icwsm.org/2019/program/tutorial/
[3] https://kennyjoseph.github.io/csab19
[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://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/submissions
[2] https://gate4ugc.blogspot.com/2019/02/3rdRDSM.html

Top URLs in Tweet in G2:
[3] https://sites.google.com/site/dataforvulnerable19/
[2] https://twitter.com/MPIDRnews/status/1110126705425952768
[1] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[1] https://twitter.com/icwsm/status/1102574164626542594
[1] https://twitter.com/icwsm/status/1112753017445642242
[1] https://www.demogr.mpg.de/en/education_career/what_is_demography_1908/workshop_demographic_research_with_web_and_social_media_data_6042/default.htm
[1] https://twitter.com/icwsm/status/1107639541261721600

Top URLs in Tweet in G3:
[11] https://www.icwsm.org/2019/program/program/
[2] https://icwsm.org/2019/program/program/
[2] https://sites.google.com/site/dataforvulnerable19/
[2] https://twitter.com/icwsm/status/1112753017445642242
[2] https://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/submissions
[2] https://sites.google.com/view/icwsmscienceslam
[1] https://icwsm.org/2019/attending/registration/
[1] https://icwsm.org/2019/program/speakers/
[1] https://twitter.com/frontaibigdata/status/1100401330051379200
[1] https://twitter.com/yelenamejova/status/1110172145743773696

Top URLs in Tweet in G4:
[13] https://arxiv.org/abs/1904.03301
[6] https://twitter.com/icwsm/status/1107639541261721600
[6] https://sites.google.com/view/icwsmscienceslam
[1] http://www.whatsapp-monitor.dcc.ufmg.br
[1] https://twitter.com/johnnatan_me/status/1114451039204331521
[1] https://people.mpi-sws.org/~johnme/pdf/melo-icwsm-2019-demo.pdf
[1] https://people.mpi-sws.org/~johnme/pdf/resende_www2019_whatsapp.pdf
[1] https://icwsm.org/2019/attending/registration/

Top URLs in Tweet in G5:
[15] https://www.cyberagent.co.jp/news/detail/id=23055
[9] https://www.nikkan.co.jp/articles/view/00509627
[2] https://www.icwsm.org/2019/program/program/
[1] https://www.aaai.org/Library/ICWSM/icwsm18contents.php
[1] https://twitter.com/jurgenpfeffer/status/1117997071137738753
[1] https://twitter.com/r_takahama/status/1120132269681725441
[1] https://www.icwsm.org/2019/program/accepted-papers/
[1] https://www.icwsm.org/2019/program/workshop/
[1] https://twitter.com/icwsm/status/1125081025862934528
[1] https://twitter.com/tksakaki/status/1118678456332500992

Top URLs in Tweet in G6:
[6] https://gate4ugc.blogspot.com/2019/02/3rdRDSM.html
[4] https://goo.gl/JnMDMM
[3] https://projects.iq.harvard.edu/critical-data-science
[2] https://sites.google.com/site/dataforvulnerable19/
[1] https://icwsm.org/2019/
[1] https://arxiv.org/abs/1904.05643

Top URLs in Tweet in G7:
[2] https://arxiv.org/abs/1806.00429
[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://www.ghostwork.info/articles

Top URLs in Tweet in G8:
[3] https://projects.iq.harvard.edu/critical-data-science
[3] https://projects.iq.harvard.edu/critical-data-science/organizersdeadline

Top URLs in Tweet in G9:
[7] https://www.icwsm.org/2019/program/tutorial/#t4
[4] https://icwsm.org/2019/program/tutorial/

Top URLs in Tweet in G10:
[2] https://communitynorms.weebly.com/
[1] https://arxiv.org/abs/1904.04176
[1] https://twitter.com/snchancellor/status/1107743046718902272
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM10/paper/viewPaper/1538

Top Domains
Top Domains in Tweet in Entire Graph:
[50] icwsm.org
[45] twitter.com
[34] aaai.org
[28] arxiv.org
[25] co.jp
[18] google.com
[15] blogspot.com
[11] harvard.edu
[7] unical.it
[7] github.io

Top Domains in Tweet in G1:
[16] icwsm.org
[8] twitter.com
[7] unical.it
[5] precisionconference.com
[3] github.io
[3] weebly.com
[3] google.com
[3] wisc.edu
[2] blogspot.com
[2] harvard.edu

Top Domains in Tweet in G2:
[5] twitter.com
[3] google.com
[1] washington.edu
[1] mpg.de

Top Domains in Tweet in G3:
[16] twitter.com
[15] icwsm.org
[4] google.com
[2] precisionconference.com

Top Domains in Tweet in G4:
[13] arxiv.org
[7] twitter.com
[6] google.com
[2] mpi-sws.org
[1] ufmg.br
[1] icwsm.org

Top Domains in Tweet in G5:
[24] co.jp
[4] twitter.com
[4] icwsm.org
[1] aaai.org
[1] arxiv.org
[1] springer.com

Top Domains in Tweet in G6:
[6] blogspot.com
[4] goo.gl
[3] harvard.edu
[2] google.com
[1] icwsm.org
[1] arxiv.org

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

Top Domains in Tweet in G8:
[6] harvard.edu

Top Domains in Tweet in G9:
[11] icwsm.org

Top Domains in Tweet in G10:
[2] weebly.com
[1] arxiv.org
[1] twitter.com
[1] aaai.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[145] icwsm
[43] css
[40] icwsm2019
[20] icwsm2020
[17] socialmedia
[15] workshop
[10] urbanbeers
[9] data
[9] wellbeing
[8] citylab



Top Hashtags in Tweet in G1:
[27] icwsm
[12] icwsm2020
[10] css
[7] icwsm2019
[5] wikipedia
[3] conference
[1] data
[1] socialgood
[1] wellbeing
[1] socialmedia

Top Hashtags in Tweet in G2:
[14] workshop
[7] digitaldemography
[7] digitaldemograpy
[6] deadlineextension
[3] icwsm
[2] poptwitter
[2] data
[2] socialgood
[2] wellbeing
[1] humanitarian

Top Hashtags in Tweet in G3:
[41] icwsm
[29] css
[12] icwsm2019
[7] icwsm2020
[4] data
[4] socialgood
[4] wellbeing
[2] chi2019
[2] cscw2019
[1] vulnerable

Top Hashtags in Tweet in G4:
[30] icwsm
[2] icwsm2019
[2] css
[1] whatsapp
[1] icwsm2020

Top Hashtags in Tweet in G5:
[1] icwsm

Top Hashtags in Tweet in G6:
[15] icwsm2019
[7] socialmedia
[6] icwsm
[5] criticaldatascience
[2] data
[2] wellbeing
[2] mostvulnerable
[1] criticaldata
[1] criticaldatascience2019
[1] rdsm

Top Hashtags in Tweet in G7:
[4] icwsm
[2] bots
[1] politicaltrolls
[1] datascience
[1] trolls
[1] misinformation

Top Hashtags in Tweet in G8:
[3] icwsm
[2] criticaldatastudies
[1] icwsm19
[1] criticaldatascience2019
[1] wcds2019
[1] icwsm2019
[1] cfp

Top Hashtags in Tweet in G9:
[6] socialmedia
[4] munich
[3] phdchat
[3] sna
[2] icwsm
[1] thinklink
[1] infovis
[1] network
[1] insights

Top Hashtags in Tweet in G10:
[8] icwsm
[2] icwsm2019
[1] css

Top Words
Top Words in Tweet in Entire Graph:
[412] Words in Sentiment List#1: Positive
[288] Words in Sentiment List#2: Negative
[11] Words in Sentiment List#3: Angry/Violent
[14595] Non-categorized Words
[15295] Total Words
[548] icwsm
[219] 2019
[203] workshop
[180] ø
[174] ù

Top Words in Tweet in G1:
[142] icwsm
[53] 2019
[51] workshop
[34] deadline
[33] 1
[29] #icwsm
[24] paper
[22] algorithmic
[22] bias
[22] ancsaaa3

Top Words in Tweet in G2:
[83] icwsm
[80] data
[76] workshop
[52] submit
[41] 2019
[40] demographic
[40] research
[40] web
[40] social
[40] media

Top Words in Tweet in G3:
[110] icwsm
[41] #icwsm
[39] 2019
[29] #css
[26] jurgenpfeffer
[23] thanks
[22] deadline
[22] year
[19] june
[18] tu_muenchen

Top Words in Tweet in G4:
[35] whatsapp
[30] #icwsm
[30] work
[21] gvrkiran
[19] icwsm
[16] social
[15] media
[14] now
[13] showing
[13] existence

Top Words in Tweet in G5:
[46] ã
[36] icwsm
[34] ãƒ
[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
[11] toritorix
[9] 去年の研究発表の内容が
[9] 日刊工業新聞で取り上げられたみたい

Top Words in Tweet in G6:
[25] paper
[21] icwsm
[15] #icwsm2019
[14] jisunan
[11] frontaibigdata
[11] cfp
[10] homogeneous
[10] cross
[10] cutting
[9] submit

Top Words in Tweet in G7:
[8] trolls
[7] saviaga
[7] icwsm
[6] political
[5] phd
[5] student
[5] saiphcita
[4] data
[4] #icwsm
[4] come

Top Words in Tweet in G8:
[24] data
[20] workshop
[20] science
[18] critical
[17] icwsm
[15] 2019
[10] munich
[8] deadline
[8] clmbirn
[8] mominmmalik

Top Words in Tweet in G9:
[43] social
[43] icwsm
[42] network
[42] analysis
[41] nodexl
[41] media
[40] tutorial
[40] 2019
[24] looking
[24] forward

Top Words in Tweet in G10:
[20] icwsm
[12] workshop
[11] managing
[11] designing
[8] #icwsm
[7] online
[7] communities
[6] norms
[6] skairam
[6] josephseering

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[170] icwsm,2019
[144] social,media
[98] ù,ø
[78] icwsm,workshop
[78] ø,ù
[51] ù,ù
[45] network,analysis
[45] workshop,icwsm
[45] web,social
[45] ø,ø

Top Word Pairs in Tweet in G1:
[43] icwsm,2019
[22] algorithmic,bias
[19] bias,icwsm
[17] social,media
[15] 4,1
[14] reminder,submit
[14] submit,1
[14] 1,2
[14] 2,page
[14] page,abstracts

Top Word Pairs in Tweet in G2:
[40] demographic,research
[40] research,web
[40] web,social
[40] social,media
[40] media,data
[38] icwsm,workshop
[33] workshop,demographic
[29] icwsm,2019
[27] workshop,data
[23] forget,submit

Top Word Pairs in Tweet in G3:
[34] icwsm,2019
[14] happy,announce
[13] announce,icwsm
[13] 2019,keynote
[13] keynote,speakers
[13] speakers,tu_muenchen
[13] tu_muenchen,june
[13] june,11
[13] 11,14
[13] 14,#css

Top Word Pairs in Tweet in G4:
[15] 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 G5:
[16] ãƒ,ã
[15] webとソーシャルメディアの国際会議,icwsm
[14] ãƒ,ãƒ
[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] ã,ãƒ
[12] ca_developers,秋葉原ラボ所属のエンジニアが
[10] ã,ã
[9] 去年の研究発表の内容が,日刊工業新聞で取り上げられたみたい
[9] 日刊工業新聞で取り上げられたみたい,toritorix

Top Word Pairs in Tweet in G6:
[15] icwsm,paper
[10] homogeneous,cross
[10] cross,cutting
[9] preprint,icwsm
[9] paper,jisunan
[9] jisunan,haewoon
[9] haewoon,posegga
[9] posegga,political
[9] political,discussions
[9] discussions,homogeneous

Top Word Pairs in Tweet in G7:
[5] phd,student
[5] student,saviaga
[5] political,trolls
[3] trolls,mobilize
[3] mobilize,manage
[3] manage,become
[3] become,problems
[3] problems,others
[3] others,come
[3] come,talk

Top Word Pairs in Tweet in G8:
[18] critical,data
[18] data,science
[15] workshop,critical
[9] icwsm,2019
[6] science,icwsm
[6] 2019,deadline
[6] deadline,extended
[6] extended,3
[6] 3,april
[6] april,clmbirn

Top Word Pairs in Tweet in G9:
[42] network,analysis
[41] social,media
[40] media,network
[33] icwsm,2019
[24] looking,forward
[24] forward,running
[24] running,tutorial
[24] tutorial,nodexl
[24] nodexl,social
[24] analysis,digitalspacelab

Top Word Pairs in Tweet in G10:
[11] managing,designing
[7] online,communities
[6] workshop,icwsm
[6] designing,norms
[6] norms,online
[6] josephseering,eshwar_chan
[6] thinking,coming
[6] coming,#icwsm
[6] #icwsm,june
[6] june,check

Top Replied-To
Top Replied-To in Entire Graph:
@emilianoucl
@syardi
@jabawack
@icwsm
@jurgenpfeffer
@jeffbigham
@mtknnktm
@krisgligoric
@kymy1991
@nielscallesoe

Top Replied-To in G1:
@emilianoucl
@jabawack
@icwsm
@jhblackb
@syardi
@jurgenpfeffer
@ancsaaa3
@wikiresearch

Top Replied-To in G2:
@scr10
@sof14g1l

Top Replied-To in G3:
@jurgenpfeffer
@icwsm
@supermaschine
@eegilbert
@yelenamejova
@syardi
@liltove
@srijankedia
@benjamindhorne
@tanmit

Top Replied-To in G4:
@krisgligoric
@zacharylipton
@johnnatan_me

Top Replied-To in G5:
@mtknnktm
@ishiiakira

Top Replied-To in G7:
@jeffbigham
@syardi
@iohacker
@mark_riedl

Top Replied-To in G9:
@kymy1991

Top Replied-To in G10:
@david__jurgens
@leticiabode
@syardi

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@yelenamejova
@jurgenpfeffer
@munmun10
@digitalspacelab
@d_alburez
@nodexl
@ancsaaa3
@gvrkiran
@mpidrnews

Top Mentioned in G1:
@icwsm
@ancsaaa3
@_kenny_joseph
@dgarcia_eu
@jurgenpfeffer
@elaragon
@interdonatos
@ale_xsandra
@wikiresearch
@munmun10

Top Mentioned in G2:
@icwsm
@yelenamejova
@mpidrnews
@d_alburez
@sof14g1l
@kyriakikalimeri
@danielapaolotti
@ezagheni
@siro

Top Mentioned in G3:
@icwsm
@jurgenpfeffer
@tu_muenchen
@munmun10
@ladamic
@dfree
@cerenbudak
@rhodiuslin
@fredmorstatter
@yelenamejova

Top Mentioned in G4:
@gvrkiran
@icwsm
@johnnatan_me
@cervisiarius
@gareth_tyson
@fbe
@whatsapp
@_kenny_joseph
@fbenevenuto
@gustavo

Top Mentioned in G5:
@ca_developers
@toritorix
@ceekz
@mtknnktm
@keiichi_ochiai
@yelenamejova
@icwsm
@tksakaki
@bot_enpitsu
@ishiiakira

Top Mentioned in G6:
@icwsm
@jisunan
@frontaibigdata
@haewoon
@posegga
@ajungherr
@yelenamejova
@benjamindhorne
@arxiv

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

Top Mentioned in G8:
@icwsm
@clmbirn
@mominmmalik
@katja_mat
@hemank
@4sweb
@hemanklamba

Top Mentioned in G9:
@icwsm
@nodexl
@digitalspacelab
@was3210
@was
@smr_foundation

Top Mentioned in G10:
@icwsm
@skairam
@josephseering
@eshwar_chan
@r_ashwin
@snchancellor
@david__jurgens
@munmun10
@natematias

Top Tweeters
Top Tweeters in Entire Graph:
@bot_enpitsu
@tressiemcphd
@adriansysnet
@debttrut
@sms2sms
@f_camel
@posuttrump
@phoenixgyaan
@3eani
@portela_man

Top Tweeters in G1:
@sms2sms
@vice
@tetisheri
@josefslerka
@usponline
@dbworld_
@happyarthy
@eventtesseract
@xabuci
@codeforpdx

Top Tweeters in G2:
@laboescapes
@cassyc2107
@orapmagon
@demografia_csic
@heatherleson
@cortina_borja
@mountainherder
@nattyray11
@wiltonpark
@alexvespi

Top Tweeters in G3:
@phoenixgyaan
@takedownmras
@shionguha
@vukosi
@frontendtweets
@syardi
@dfreelon
@bgoncalves
@ryanjgallag
@winteram

Top Tweeters in G4:
@chronotope
@clancynewyork
@fbe
@pgbovine
@vanessa_murdock
@deaneckles
@shawnmjones
@anajanaina
@phonedude_mln
@gustavo

Top Tweeters in G5:
@bot_enpitsu
@komakusaryama
@t_t3_m5
@ceekz
@konojunya
@toritorix
@mayu_junk0
@ishiiakira
@koheisakamoto88
@mtknnktm

Top Tweeters in G6:
@jobucks
@adolflow
@drjuangilbert
@haewoon
@bazilsolomon
@griverorz
@ajungherr
@delsweil
@damian0604
@courtcorley

Top Tweeters in G7:
@jeffbigham
@mark_riedl
@gabilooo
@ctoxtli
@saiphcita
@kotarohara
@liltove
@marylgray
@heresathought
@iohacker

Top Tweeters in G8:
@portela_man
@ehud
@mnoel75
@4sweb
@esip_erin
@tullney
@berlinerlufti
@katja_mat
@sarahderijcke
@rebamex

Top Tweeters in G9:
@tressiemcphd
@3eani
@vivianfrancos
@was3210
@marc_smith
@deelas
@paulfenn16
@nodexl
@activithink
@connectedaction

Top Tweeters in G10:
@natematias
@schirra
@cfiesler
@matthewguz
@drewwww
@leticiabode
@skairam
@snchancellor
@josephseering
@r_ashwin


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