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ICWSM Twitter NodeXL SNA Map and Report for Tuesday, 11 June 2019 at 06:27 UTC (experimental version)
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From:
SMRFoundation
Uploaded on:
June 11, 2019
Description:
Description
The graph represents a network of 117 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 5,000 tweets. The network was obtained from Twitter on Tuesday, 11 June 2019 at 06:28 UTC.

The tweets in the network were tweeted over the 9-day, 12-hour, 59-minute period from Saturday, 01 June 2019 at 17:16 UTC to Tuesday, 11 June 2019 at 06:16 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 : 117
Unique Edges : 307
Edges With Duplicates : 94
Total Edges : 401
Number of Edge Types : 4
Mentions : 280
Retweet : 90
Replies to : 20
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0836012861736334
Reciprocated Edge Ratio : 0.154302670623145
Connected Components : 11
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 97
Maximum Edges in a Connected Component : 379
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.380369
Graph Density : 0.0248305334512231
Modularity : 0.492921
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] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3205
[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

Top URLs in Tweet in G1:
[2] https://sites.google.com/view/icwsmscienceslam
[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://github.com/elaragon/generative-discussion-threads
[1] http://www.stadtkopierer.de/
[1] https://druck-punkt.com/
[1] https://twitter.com/ReaderMeter/status/1115628818478166018

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:
[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 G4:
[2] https://icwsm.org/2019/program/tutorial/

Top URLs in Tweet in G5:
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3205

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:
[6] 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:
[3] aaai.org
[2] twitter.com
[2] google.com
[1] icwsm.org
[1] github.com
[1] stadtkopierer.de
[1] druck-punkt.com

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

Top Domains in Tweet in G3:
[1] icwsm.org
[1] arxiv.org
[1] github.com

Top Domains in Tweet in G4:
[2] icwsm.org

Top Domains in Tweet in G5:
[1] aaai.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:
[46] icwsm2019
[25] icwsm
[8] css
[5] cscw2019
[5] socialmedia
[2] digitaldemography
[2] munich
[2] phdchat
[2] sna
[1] icwsm19



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

Top Hashtags in Tweet in G2:
[18] icwsm2019
[16] icwsm

Top Hashtags in Tweet in G3:
[2] digitaldemography
[1] poptwitter
[1] bigdata

Top Hashtags in Tweet in G4:
[4] icwsm
[4] socialmedia
[3] icwsm2019
[2] munich
[2] phdchat
[2] sna
[1] css

Top Hashtags in Tweet in G5:
[1] icwsm19

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:
[123] Words in Sentiment List#1: Positive
[46] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[3702] Non-categorized Words
[3871] Total Words
[103] icwsm
[76] data
[49] #icwsm2019
[46] see
[43] social

Top Words in Tweet in G1:
[50] icwsm
[28] papers
[25] see
[25] munich
[24] #icwsm2019
[15] aaai
[14] proceedings
[14] available
[14] open
[14] access

Top Words in Tweet in G2:
[49] data
[38] whatsapp
[19] #icwsm2019
[19] see
[19] work
[17] tutorial
[17] gareth_tyson
[16] excited
[16] collecting
[16] #icwsm

Top Words in Tweet in G3:
[13] workshop
[13] icwsm
[13] sof14g1l
[13] demographic
[13] #digitaldemography
[13] iussp
[13] mpidrnews
[8] misinformation
[8] presenting
[8] differentials

Top Words in Tweet in G4:
[26] social
[26] network
[26] analysis
[26] #socialmedia
[17] data
[16] icwsm
[15] #icwsm
[14] tutorial
[14] 2019
[13] looking

Top Words in Tweet in G5:
[8] social
[5] icwsm
[4] enjoy
[4] cool
[4] paper
[4] spearheaded
[4] computational
[4] science
[4] superstars
[4] aseel_addawood

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

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:
[26] network,analysis
[25] see,munich
[25] social,media
[25] icwsm,2019
[19] #icwsm,#icwsm2019
[18] excited,tutorial
[18] tutorial,collecting
[18] collecting,whatsapp
[18] whatsapp,data
[18] data,#icwsm

Top Word Pairs in Tweet in G1:
[21] see,munich
[15] icwsm,see
[14] #icwsm2019,proceedings
[14] proceedings,papers
[14] papers,available
[14] available,open
[14] open,access
[14] access,papers
[14] papers,aaai
[14] aaai,digital

Top Word Pairs in Tweet in G2:
[16] excited,tutorial
[16] tutorial,collecting
[16] collecting,whatsapp
[16] whatsapp,data
[16] data,#icwsm
[16] #icwsm,#icwsm2019
[16] #icwsm2019,see
[16] see,tuesday
[16] tuesday,gareth_tyson
[16] gareth_tyson,fbenevenuto's

Top Word Pairs in Tweet in G3:
[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 G4:
[26] 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 G5:
[4] enjoy,cool
[4] cool,paper
[4] paper,spearheaded
[4] spearheaded,computational
[4] computational,social
[4] social,science
[4] science,superstars
[4] superstars,aseel_addawood
[4] aseel_addawood,adambbadawy
[4] adambbadawy,presented

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,amp
[5] amp,algorithmic
[5] algorithmic,bias
[5] bias,live

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
@fbenevenuto
@gareth_tyson
@sof14g1l
@iussp
@mpidrnews
@nodexl
@digitalspacelab
@akalten_bcn
@vicen__gomez

Top Mentioned in G1:
@icwsm
@acm_cscw
@akalten_bcn
@vicen__gomez
@dgarcia_eu
@albertlumbreras
@cerenbudak
@twlyy29
@jurgenpfeffer
@arkzhang1988

Top Mentioned in G2:
@fbenevenuto
@gareth_tyson
@icwsm
@gvrkiran
@gustavo
@whatsapp
@akalten_bcn
@vicen__gomez
@dgarcia_eu
@albertlumbreras

Top Mentioned in G3:
@icwsm
@sof14g1l
@iussp
@mpidrnews
@facebook
@yelenamejova
@isi_fondazione
@sironimaria
@uclsociology

Top Mentioned in G4:
@icwsm
@nodexl
@digitalspacelab
@socdatalab
@vissocmedlab
@bigdatasoc
@digitalmethods
@gareth_tyson
@fbenevenuto
@sof14g1l

Top Mentioned in G5:
@icwsm
@aseel_addawood
@adambbadawy
@kristinalerman
@akalten_bcn
@vicen__gomez
@dgarcia_eu
@albertlumbreras

Top Mentioned in G6:
@sedyst

Top Mentioned in G8:
@botswatch
@c_netz

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

Top Tweeters in G1:
@linguangst
@mtknnktm
@darkolina
@eventtesseract
@iacocoba
@anxosan
@arkaitz
@ian_soboroff
@fabiogiglietto
@winteram

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

Top Tweeters in G3:
@ottlegalrebels
@uclsociology
@ieca_andalucia
@facebook
@populationeu
@patrick_gerland
@vicmgg
@isi_fondazione
@ezagheni
@iussp

Top Tweeters in G4:
@3eani
@vivianfrancos
@was3210
@marc_smith
@paulfenn16
@nodexl
@connectedaction
@sageoceantweets
@bigdatasoc
@smr_foundation

Top Tweeters in G5:
@emilio__ferrara
@ryanjgallag
@kristinalerman
@aseel_addawood
@benjamindhorne
@adambbadawy

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


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