#ICWSM19, Twitter, 6/12/2019 11:54:38 AM, 199785


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#ICWSM19_2019-06-12_04-45-50.xlsx
#ICWSM19_2019-06-12_04-45-50.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 12, 2019
Short Description:
#ICWSM19 via NodeXL http://bit.ly/2X5XygW
@icwsm
@emilio__ferrara
@digitalspacelab
@kyriakikalimeri
@emrek
@twitterresearch
@miguelrios
@aseel_addawood
@adambbadawy
@elad1

Top hashtags:
#icwsm19
#icwsm
#icwsm2019
#dataforvulnerable
#css
#cscw2019
#socialmedia

Description:
Description
The graph represents a network of 44 Twitter users whose recent tweets contained "#ICWSM19", 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 Wednesday, 12 June 2019 at 11:50 UTC.

The tweets in the network were tweeted over the 1-day, 12-hour, 29-minute period from Monday, 10 June 2019 at 23:18 UTC to Wednesday, 12 June 2019 at 11:48 UTC.

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 : 44
Unique Edges : 113
Edges With Duplicates : 6
Total Edges : 119
Self-Loops : 1
Reciprocated Vertex Pair Ratio : 0.197916666666667
Reciprocated Edge Ratio : 0.330434782608696
Connected Components : 5
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 29
Maximum Edges in a Connected Component : 101
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.191304
Graph Density : 0.0607822410147992
Modularity : 0.544506
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688
[1] https://careers.twitter.com/content/careers-twitter/en/jobs-search.html?q=data+science&team=careers-twitter%3Ateam%2Fdata-science-analytics
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3242
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3205

Top URLs in Tweet in G1:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688

Top URLs in Tweet in G2:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688

Top URLs in Tweet in G3:
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3205

Top URLs in Tweet in G4:
[1] https://careers.twitter.com/content/careers-twitter/en/jobs-search.html?q=data+science&team=careers-twitter%3Ateam%2Fdata-science-analytics

Top URLs in Tweet in G5:
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3242

Top Domains
Top Domains in Tweet in Entire Graph:
[8] nodexlgraphgallery.org
[2] aaai.org
[1] twitter.com

Top Domains in Tweet in G1:
[7] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[1] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[1] aaai.org

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[1] aaai.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] icwsm19
[12] icwsm
[5] icwsm2019
[5] dataforvulnerable
[1] css
[1] cscw2019
[1] socialmedia
[1] digitaldemography
[1] munich
[1] phdchat



Top Hashtags in Tweet in G1:
[1] icwsm2019
[1] icwsm
[1] css
[1] cscw2019
[1] socialmedia
[1] digitaldemography
[1] munich
[1] phdchat
[1] sna
[1] icwsm19

Top Hashtags in Tweet in G2:
[6] icwsm19
[5] dataforvulnerable
[5] icwsm
[3] icwsm2019

Top Hashtags in Tweet in G3:
[1] icwsm19

Top Hashtags in Tweet in G4:
[6] icwsm
[6] icwsm19

Top Hashtags in Tweet in G5:
[2] icwsm19

Top Hashtags in Tweet in G6:
[1] csab19
[1] icwsm19
[1] socialcomputing

Top Hashtags in Tweet in G7:
[1] icwsm2019
[1] icwsm19

Top Words
Top Words in Tweet in Entire Graph:
[17] Words in Sentiment List#1: Positive
[12] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[554] Non-categorized Words
[583] Total Words
[24] icwsm
[18] #icwsm19
[12] #icwsm
[12] science
[9] social

Top Words in Tweet in G1:
[14] icwsm
[7] nodexl
[7] was3210
[7] gvrkiran
[7] jurgenpfeffer
[7] fbenevenuto
[7] gareth_tyson
[7] sof14g1l
[6] digitalspacelab

Top Words in Tweet in G2:
[9] icwsm
[6] #icwsm19
[5] kyriakikalimeri
[5] keynote
[5] speaker
[5] elad1
[5] sets
[5] scene
[5] workshop
[5] #dataforvulnerable

Top Words in Tweet in G3:
[7] social
[6] enjoy
[6] new
[6] cool
[6] paper
[6] spearheaded
[6] computational
[6] science
[6] superstars
[6] aseel_addawood

Top Words in Tweet in G4:
[6] #icwsm
[6] #icwsm19
[6] come
[6] booth
[6] learn
[6] job
[6] opportunities
[6] data
[6] science
[6] twitterresearch

Top Words in Tweet in G5:
[2] come
[2] see
[2] kous2v
[2] presenting
[2] #icwsm19
[2] paper
[2] social
[2] media
[2] study
[2] effects

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] #icwsm,#icwsm19
[8] icwsm,nodexl
[8] nodexl,icwsm
[8] icwsm,was3210
[8] was3210,gvrkiran
[8] gvrkiran,jurgenpfeffer
[8] jurgenpfeffer,fbenevenuto
[8] fbenevenuto,gareth_tyson
[8] gareth_tyson,sof14g1l
[7] digitalspacelab,icwsm

Top Word Pairs in Tweet in G1:
[7] icwsm,nodexl
[7] nodexl,icwsm
[7] icwsm,was3210
[7] was3210,gvrkiran
[7] gvrkiran,jurgenpfeffer
[7] jurgenpfeffer,fbenevenuto
[7] fbenevenuto,gareth_tyson
[7] gareth_tyson,sof14g1l
[6] digitalspacelab,icwsm

Top Word Pairs in Tweet in G2:
[5] keynote,speaker
[5] speaker,elad1
[5] elad1,sets
[5] sets,scene
[5] scene,workshop
[5] workshop,#dataforvulnerable
[5] #dataforvulnerable,don
[5] don,t
[5] t,miss
[5] miss,icwsm

Top Word Pairs in Tweet in G3:
[6] enjoy,new
[6] new,cool
[6] cool,paper
[6] paper,spearheaded
[6] spearheaded,computational
[6] computational,social
[6] social,science
[6] science,superstars
[6] superstars,aseel_addawood
[6] aseel_addawood,adambbadawy

Top Word Pairs in Tweet in G4:
[6] #icwsm,#icwsm19
[6] #icwsm19,come
[6] come,booth
[6] booth,learn
[6] learn,job
[6] job,opportunities
[6] opportunities,data
[6] data,science
[6] science,twitterresearch
[5] miguelrios,#icwsm

Top Word Pairs in Tweet in G5:
[2] come,see
[2] see,kous2v
[2] kous2v,presenting
[2] presenting,#icwsm19
[2] #icwsm19,paper
[2] paper,social
[2] social,media
[2] media,study
[2] study,effects
[2] effects,psychiatric

Top Replied-To
Top Replied-To in Entire Graph:
@rumichunara

Top Replied-To in G2:
@rumichunara

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@was3210
@gvrkiran
@jurgenpfeffer
@fbenevenuto
@gareth_tyson
@sof14g1l
@digitalspacelab
@twitterresearch
@aseel_addawood

Top Mentioned in G1:
@icwsm
@was3210
@gvrkiran
@jurgenpfeffer
@fbenevenuto
@gareth_tyson
@sof14g1l
@digitalspacelab
@d_alburez
@dgarcia_eu

Top Mentioned in G2:
@icwsm
@kyriakikalimeri
@elad1
@rumichunara
@digitalspacelab
@was3210
@gvrkiran
@jurgenpfeffer
@fbenevenuto
@gareth_tyson

Top Mentioned in G3:
@aseel_addawood
@adambbadawy
@emilio__ferrara
@kristinalerman
@icwsm

Top Mentioned in G4:
@twitterresearch
@miguelrios

Top Mentioned in G5:
@kous2v
@emrek
@munmun10
@johntorousmd

Top Mentioned in G6:
@kgummadi

Top Tweeters
Top Tweeters in Entire Graph:
@vivianfrancos
@miguelrios
@nyuniversity
@was3210
@gcabanac
@emilio__ferrara
@ryanjgallag
@kirinjaan
@munmun10
@billrand

Top Tweeters in G1:
@vivianfrancos
@was3210
@gareth_tyson
@narseo
@gvrkiran
@d_alburez
@jurgenpfeffer
@sonsocmed
@digitalspacelab
@sof14g1l

Top Tweeters in G2:
@nyuniversity
@danielapaolotti
@isi_fondazione
@icwsm
@elad1
@yelenamejova
@rumichunara
@kyriakikalimeri
@wzaghouani

Top Tweeters in G3:
@gcabanac
@emilio__ferrara
@ryanjgallag
@billrand
@kristinalerman
@aseel_addawood
@benjamindhorne
@adambbadawy

Top Tweeters in G4:
@miguelrios
@kirinjaan
@nestorguarien
@sarakimelman
@twitterresearch
@nathanlande
@rwroooooo

Top Tweeters in G5:
@munmun10
@johntorousmd
@emrek
@kous2v
@sindhuernala

Top Tweeters in G6:
@elisab79
@kgummadi

Top Tweeters in G7:
@corbrantner