ICWSM, Twitter, 6/10/2019 8:33:44 PM, 199627


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ICWSM_2019-06-10_13-16-15.xlsx
ICWSM_2019-06-10_13-16-15.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 10, 2019
Short Description:
ICWSM via NodeXL http://bit.ly/2WXUALn
@icwsm
@gvrkiran
@jurgenpfeffer
@was3210
@sof14g1l
@elaragon
@johnnatan_me
@danielmromero
@d_alburez
@saminrf

Top hashtags:
#icwsm2019
#icwsm
#css
#socialmedia
#cscw2019
#digitaldemography
#munich
#phdchat
#sna
#soc2net

Description:
Description
The graph represents a network of 107 Twitter users whose recent tweets contained "ICWSM", 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 Monday, 10 June 2019 at 20:24 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 4-minute period from Saturday, 01 June 2019 at 17:00 UTC to Monday, 10 June 2019 at 19:05 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 : 107
Unique Edges : 188
Edges With Duplicates : 72
Total Edges : 260
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.106382978723404
Reciprocated Edge Ratio : 0.192307692307692
Connected Components : 11
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 87
Maximum Edges in a Connected Component : 242
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.743942
Graph Density : 0.0183389172985364
Modularity : 0.498066
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://www.icwsm.org/2019/program/program/
[2] https://aaai.org/ojs/index.php/ICWSM/issue/view/238
[2] https://sites.google.com/view/icwsmscienceslam
[2] https://icwsm.org/2019/program/tutorial/
[1] http://www.stadtkopierer.de/
[1] https://druck-punkt.com/
[1] http://events.dimes.unical.it/soc2net/invited-talk/
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3256
[1] https://github.com/elaragon/generative-discussion-threads
[1] https://www.facebook.com/1335974745/posts/10219205851200535/

Top URLs in Tweet in G1:
[2] https://sites.google.com/view/icwsmscienceslam
[1] http://www.stadtkopierer.de/
[1] https://druck-punkt.com/
[1] https://github.com/elaragon/generative-discussion-threads

Top URLs in Tweet in G2:
[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 G3:
[2] https://aaai.org/ojs/index.php/ICWSM/issue/view/238
[1] https://aaai.org/ojs/index.php/ICWSM/index
[1] https://twitter.com/cervisiarius/status/1138150407698624514
[1] https://www.icwsm.org/2019/program/program/
[1] https://twitter.com/ReaderMeter/status/1115628818478166018

Top URLs in Tweet in G4:
[1] https://www.icwsm.org/2019/
[1] https://arxiv.org/abs/1905.09105
[1] https://github.com/SofiaG1l/Using_Facebook_API

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

Top URLs in Tweet in G6:
[1] https://drive.google.com/viewerng/viewer?url=http://kennyjoseph.github.io/papers/csab_schedule.pdf

Top URLs in Tweet in G7:
[1] https://www.facebook.com/1335974745/posts/10219205851200535/
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3256
[1] http://events.dimes.unical.it/soc2net/invited-talk/

Top URLs in Tweet in G8:
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/viewFile/13015/12793

Top URLs in Tweet in G10:
[1] https://www.slideshare.net/pj_webster/webster-icwsm-v2-0

Top Domains
Top Domains in Tweet in Entire Graph:
[5] aaai.org
[5] icwsm.org
[3] google.com
[2] github.com
[2] twitter.com
[1] stadtkopierer.de
[1] druck-punkt.com
[1] unical.it
[1] facebook.com
[1] slideshare.net

Top Domains in Tweet in G1:
[2] google.com
[1] stadtkopierer.de
[1] druck-punkt.com
[1] github.com

Top Domains in Tweet in G2:
[1] icwsm.org
[1] mpi-sws.org

Top Domains in Tweet in G3:
[3] aaai.org
[2] twitter.com
[1] icwsm.org

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

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

Top Domains in Tweet in G6:
[1] google.com

Top Domains in Tweet in G7:
[1] facebook.com
[1] aaai.org
[1] unical.it

Top Domains in Tweet in G8:
[1] aaai.org

Top Domains in Tweet in G10:
[1] slideshare.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[39] icwsm2019
[25] icwsm
[8] css
[5] socialmedia
[5] cscw2019
[2] digitaldemography
[2] munich
[2] phdchat
[2] sna
[1] soc2net



Top Hashtags in Tweet in G1:
[7] icwsm2019
[5] cscw2019
[3] css
[3] icwsm
[1] icwsm2020

Top Hashtags in Tweet in G2:
[13] icwsm
[13] icwsm2019

Top Hashtags in Tweet in G3:
[13] icwsm2019
[4] css

Top Hashtags in Tweet in G4:
[2] digitaldemography
[1] poptwitter
[1] bigdata
[1] icwsm
[1] icwsm2019

Top Hashtags in Tweet in G5:
[4] socialmedia
[4] icwsm
[3] icwsm2019
[2] munich
[2] phdchat
[2] sna
[1] css

Top Hashtags in Tweet in G7:
[3] icwsm
[1] jetlag
[1] greetingsfrommunich
[1] icwsm2019
[1] dataset
[1] aaai
[1] socialmedia
[1] news
[1] soc2net

Top Hashtags in Tweet in G9:
[1] icwsm2019
[1] icwsm

Top Words
Top Words in Tweet in Entire Graph:
[64] Words in Sentiment List#1: Positive
[20] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2367] Non-categorized Words
[2451] Total Words
[72] icwsm
[39] #icwsm2019
[32] tutorial
[30] see
[27] 2019

Top Words in Tweet in G1:
[28] icwsm
[9] online
[8] munich
[8] tomorrow
[8] thanks
[8] acm_cscw
[8] jurgenpfeffer
[8] see
[7] #icwsm2019
[7] elaragon

Top Words in Tweet in G2:
[19] whatsapp
[15] data
[13] excited
[13] tutorial
[13] collecting
[13] #icwsm
[13] #icwsm2019
[13] see
[13] tuesday
[13] gvrkiran

Top Words in Tweet in G3:
[16] papers
[13] #icwsm2019
[11] jurgenpfeffer
[10] icwsm
[8] proceedings
[8] available
[8] open
[8] access
[8] aaai
[8] digital

Top Words in Tweet in G4:
[15] sof14g1l
[13] workshop
[13] demographic
[10] w
[9] mpidrnews
[9] iussp
[8] presenting
[8] differentials
[8] facebook
[8] usage

Top Words in Tweet in G5:
[16] icwsm
[15] social
[15] network
[15] analysis
[14] tutorial
[14] 2019
[13] looking
[13] forward
[13] running
[13] nodexl

Top Words in Tweet in G6:
[5] schedule
[5] next
[5] week's
[5] icwsm
[5] workshop
[5] complex
[5] systems
[5] algorithmic
[5] bias
[5] live

Top Words in Tweet in G7:
[3] 2019
[3] icwsm
[3] #icwsm
[2] june
[2] munich
[2] germany
[2] time
[2] right
[2] excited
[2] news

Top Words in Tweet in G9:
[4] paper
[2] first
[2] full
[2] icwsm
[2] student
[2] co
[2] advising
[2] kholoud
[2] hbku
[2] view

Top Words in Tweet in G10:
[2] time
[2] ago
[2] sketched
[2] ideas
[2] web
[2] archives
[2] reveal
[2] early
[2] adoption
[2] social

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[25] icwsm,2019
[19] #icwsm,#icwsm2019
[18] social,media
[18] excited,tutorial
[18] tutorial,collecting
[18] collecting,whatsapp
[18] whatsapp,data
[18] data,#icwsm
[18] #icwsm2019,see
[18] see,tuesday

Top Word Pairs in Tweet in G1:
[7] tomorrow,icwsm
[7] icwsm,interested
[7] interested,understanding
[7] understanding,governing
[7] governing,mechanisms
[7] mechanisms,online
[7] online,conversations
[7] conversations,come
[6] jurgenpfeffer,icwsm
[6] elaragon,tomorrow

Top Word Pairs in Tweet in G2:
[13] excited,tutorial
[13] tutorial,collecting
[13] collecting,whatsapp
[13] whatsapp,data
[13] data,#icwsm
[13] #icwsm,#icwsm2019
[13] #icwsm2019,see
[13] see,tuesday
[12] gvrkiran,excited
[12] tuesday,gareth_tyso

Top Word Pairs in Tweet in G3:
[8] #icwsm2019,proceedings
[8] proceedings,papers
[8] papers,available
[8] available,open
[8] open,access
[8] access,papers
[8] papers,aaai
[8] aaai,digital
[8] digital,library
[7] jurgenpfeffer,#icwsm2019

Top Word Pairs in Tweet in G4:
[8] sof14g1l,mpidrnews
[8] mpidrnews,presenting
[8] presenting,demographic
[8] demographic,differentials
[8] differentials,facebook
[8] facebook,usage
[8] usage,around
[8] around,world
[8] world,iussp
[8] iussp,workshop

Top Word Pairs in Tweet in G5:
[15] network,analysis
[14] icwsm,2019
[13] looking,forward
[13] forward,running
[13] running,tutorial
[13] tutorial,nodexl
[13] nodexl,social
[13] social,media
[13] media,network
[13] analysis,digitalspacelab

Top Word Pairs in Tweet in G6:
[5] schedule,next
[5] next,week's
[5] week's,icwsm
[5] icwsm,workshop
[5] workshop,complex
[5] complex,systems
[5] systems,algorithmic
[5] algorithmic,bias
[5] bias,live
[5] live,crazy

Top Word Pairs in Tweet in G7:
[2] icwsm,2019
[2] munich,germany

Top Word Pairs in Tweet in G9:
[2] first,full
[2] full,icwsm
[2] icwsm,paper
[2] paper,student
[2] student,co
[2] co,advising
[2] advising,kholoud
[2] kholoud,hbku
[2] hbku,paper
[2] paper,view

Top Word Pairs in Tweet in G10:
[2] time,ago
[2] ago,sketched
[2] sketched,ideas
[2] ideas,web
[2] web,archives
[2] archives,reveal
[2] reveal,early
[2] early,adoption
[2] adoption,social
[2] social,media

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@gvrkiran
@jurgenpfeffer
@sof14g1l
@nodexl
@digitalspacelab
@was3210
@mpidrnews
@iussp

Top Mentioned in G1:
@icwsm
@acm_cscw
@jurgenpfeffer
@elaragon
@gvrkiran
@dgarcia_eu
@d_alburez
@sof14g1l
@akalten_bcn

Top Mentioned in G2:
@gvrkiran
@icwsm
@fbenevenuto
@jurgenpfeffer
@cerenbudak
@rhodiuslin
@fredmorstatter
@gareth_tyson
@johnnatan_me

Top Mentioned in G3:
@icwsm
@jurgenpfeffer
@cerenbudak
@twlyy29
@rhodiuslin
@fredmorstatter
@mtknnktm
@danielmromero
@arkzhang1988

Top Mentioned in G4:
@sof14g1l
@mpidrnews
@iussp
@facebook
@saminrf
@icwsm
@d_alburez
@yelenamejova
@isi_fondazione
@sironimaria

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

Top Mentioned in G6:
@_kenny_joseph
@sedyst

Top Mentioned in G8:
@botswatch
@c_netz

Top Mentioned in G9:
@jisunan

Top Mentioned in G10:
@pj_webster

Top Tweeters
Top Tweeters in Entire Graph:
@ottlegalrebels
@3eani
@linguangst
@eventosglobais
@vivianfrancos
@walli5
@uclsociology
@mtknnktm
@adamgdunn
@darkolina

Top Tweeters in G1:
@linguangst
@darkolina
@eventtesseract
@yearrypanji
@iacocoba
@anxosan
@winteram
@elaragon
@gareth_tyson
@narseo

Top Tweeters in G2:
@adamgdunn
@lisagualtieri
@deaneckles
@haewoon
@gustavo
@johnnatan_me
@sagarjoglekar
@lenafrescamente
@mrcleofas
@whatsapp

Top Tweeters in G3:
@mtknnktm
@arkaitz
@ian_soboroff
@delsweil
@ctrattner
@hijip
@semenoffalex
@corbrantner
@jurgenpfeffer
@danielmromero

Top Tweeters in G4:
@ottlegalrebels
@uclsociology
@ieca_andalucia
@facebook
@patrick_gerland
@vicmgg
@isi_fondazione
@ezagheni
@iussp
@mpidrnews

Top Tweeters in G5:
@3eani
@vivianfrancos
@was3210
@marc_smith
@paulfenn16
@nodexl
@connectedaction
@sageoceantweets
@bigdatasoc
@smr_foundation

Top Tweeters in G6:
@sedyst
@davidlazer
@shugars
@_kenny_joseph
@grinbergnir
@ancsaaa3

Top Tweeters in G7:
@eventosglobais
@jkru
@marcobrambi
@george_berry
@kous2v
@cervisiarius

Top Tweeters in G8:
@walli5
@sixtus
@c_netz
@botswatch

Top Tweeters in G9:
@jisunan
@0987302070c0469

Top Tweeters in G10:
@pj_webster
@shawnmjones