NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

#ICWSM2019_2019-06-12_04-45-49.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
Connected Action NodeXL-Reports
Uploaded on:
June 12, 2019
Description:
Description
The graph represents a network of 150 Twitter users whose recent tweets contained "#ICWSM2019", 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 8-day, 15-hour, 15-minute period from Monday, 03 June 2019 at 20:30 UTC to Wednesday, 12 June 2019 at 11:45 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 : 150
Unique Edges : 245
Edges With Duplicates : 200
Total Edges : 445
Self-Loops : 37
Reciprocated Vertex Pair Ratio : 0.143426294820717
Reciprocated Edge Ratio : 0.250871080139373
Connected Components : 11
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 126
Maximum Edges in a Connected Component : 416
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.909125
Graph Density : 0.012841163310962
Modularity : 0.397278
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688
[6] http://people.tamu.edu/~alfifima/papers/alfifi2019icwsm.pdf
[5] https://sites.google.com/view/icwsmscienceslam
[5] https://www.icwsm.org/2019/program/workshop/
[5] https://www.icwsm.org/2019/program/tutorial/
[3] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3215/3083
[2] http://digitalmethods.ru.ac.za
[2] https://link.springer.com/article/10.1007%2Fs00038-018-1192-5
[2] https://twitter.com/danielequercia/status/1138708917591187456
[2] https://www.icwsm.org/2019/program/program/

Top URLs in Tweet in G1:
[2] https://twitter.com/danielequercia/status/1138708917591187456
[1] https://www.icwsm.org/2019/program/workshop/
[1] https://www.icwsm.org/2019/program/tutorial/
[1] https://sites.google.com/view/icwsmscienceslam
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688
[1] https://campus.sagepub.com/
[1] https://twitter.com/elaragon/status/1138735041398411264
[1] https://link.springer.com/article/10.1007%2Fs00038-018-1192-5
[1] https://twitter.com/icwsm/status/1138706994917982208

Top URLs in Tweet in G2:
[4] https://www.icwsm.org/2019/program/workshop/
[4] https://www.icwsm.org/2019/program/tutorial/
[3] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3215/3083
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3253/3121
[1] https://arxiv.org/abs/1902.00119
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3237/3105
[1] https://github.com/binny-mathew/Countering_Hate_Speech_ICWSM2019
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3353/3221
[1] https://aaai.org/ojs/index.php/ICWSM/index
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688

Top URLs in Tweet in G3:
[1] https://www.icwsm.org/2019/program/program/

Top URLs in Tweet in G4:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688
[1] https://www.emeraldinsight.com/doi/abs/10.1108/OIR-03-2018-0093
[1] https://link.springer.com/article/10.1007%2Fs00038-018-1192-5

Top URLs in Tweet in G5:
[6] http://people.tamu.edu/~alfifima/papers/alfifi2019icwsm.pdf
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3205/3073

Top URLs in Tweet in G7:
[4] https://sites.google.com/view/icwsmscienceslam

Top URLs in Tweet in G8:
[1] https://twitter.com/_kenny_joseph/status/1135893970859560965

Top URLs in Tweet in G9:
[2] http://digitalmethods.ru.ac.za

Top URLs in Tweet in G10:
[1] http://www.cycat.io/publications/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[225] icwsm2019
[62] icwsm
[37] phdchat
[9] munich
[9] css
[8] icwsm19
[7] datascience
[5] dataforvulnerable
[5] nodexl
[4] safety



Top Hashtags in Tweet in G1:
[56] icwsm2019
[9] icwsm
[7] datascience
[6] icwsm19
[5] dataforvulnerable
[4] safety
[4] sagecampus
[2] scienceslam2019
[2] threat
[2] some

Top Hashtags in Tweet in G2:
[44] icwsm2019
[4] css
[1] munich
[1] icwsm19

Top Hashtags in Tweet in G3:
[24] icwsm2019
[19] icwsm

Top Hashtags in Tweet in G4:
[65] icwsm2019
[37] phdchat
[33] icwsm
[6] munich
[5] nodexl
[2] css
[1] facebook
[1] cscw2019
[1] socialmedia
[1] digitaldemography

Top Hashtags in Tweet in G5:
[2] icwsm2019

Top Hashtags in Tweet in G6:
[8] icwsm2019

Top Hashtags in Tweet in G7:
[7] icwsm2019
[1] css
[1] csab
[1] cshvienna

Top Hashtags in Tweet in G8:
[5] icwsm2019

Top Hashtags in Tweet in G9:
[3] icwsm2019
[1] iamcr2019

Top Hashtags in Tweet in G10:
[1] icwsm2019

Top Words
Top Words in Tweet in Entire Graph:
[146] Words in Sentiment List#1: Positive
[43] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[4461] Non-categorized Words
[4650] Total Words
[225] #icwsm2019
[73] icwsm
[62] #icwsm
[58] tutorial
[57] nodexl

Top Words in Tweet in G1:
[56] #icwsm2019
[33] icwsm
[12] t
[11] science
[9] keynote
[9] #icwsm
[9] workshop
[8] jurgenpfeffer
[8] ladamic
[8] social

Top Words in Tweet in G2:
[44] #icwsm2019
[38] papers
[28] jurgenpfeffer
[19] proceedings
[19] available
[19] open
[19] access
[19] aaai
[19] digital
[19] library

Top Words in Tweet in G3:
[24] #icwsm2019
[21] data
[20] gvrkiran
[20] whatsapp
[19] excited
[19] tutorial
[19] collecting
[19] #icwsm
[19] see
[19] tuesday

Top Words in Tweet in G4:
[65] #icwsm2019
[55] nodexl
[48] was3210
[41] digitalspacelab
[37] tutorial
[37] #phdchat
[33] #icwsm
[26] step
[24] network
[21] twitter

Top Words in Tweet in G5:
[17] في
[7] majidalfifi
[7] هذا
[6] ٢٠١٥
[6] كان
[6] هناك
[6] تقريبا
[6] ٢٥٠
[6] ألف
[6] حساب

Top Words in Tweet in G6:
[13] twitterresearch
[8] early
[8] #icwsm2019
[7] twittereng
[7] data
[7] science
[7] user
[7] research
[7] setting
[7] up

Top Words in Tweet in G7:
[7] #icwsm2019
[4] icwsm
[4] science
[4] slam
[3] dgarcia_eu
[3] everything
[3] ready
[3] substanz
[3] epic
[3] miss

Top Words in Tweet in G8:
[5] #icwsm2019
[2] workshop
[2] complex
[2] munich

Top Words in Tweet in G9:
[3] symposium
[3] #icwsm2019
[2] airport
[2] coming
[2] up
[2] next
[2] weeks
[2] african
[2] digital
[2] methods

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] jurgenpfeffer,#icwsm2019
[27] #icwsm2019,proceedings
[27] proceedings,papers
[27] papers,available
[27] available,open
[27] open,access
[27] access,papers
[27] papers,aaai
[27] aaai,digital
[27] digital,library

Top Word Pairs in Tweet in G1:
[12] icwsm,#icwsm2019
[6] science,slam
[5] social,media
[5] keynote,speaker
[5] speaker,elad1
[5] elad1,sets
[5] sets,scene
[5] scene,workshop
[5] workshop,#dataforvulnerable
[5] #dataforvulnerable,don

Top Word Pairs in Tweet in G2:
[19] #icwsm2019,proceedings
[19] proceedings,papers
[19] papers,available
[19] available,open
[19] open,access
[19] access,papers
[19] papers,aaai
[19] aaai,digital
[19] digital,library
[18] jurgenpfeffer,#icwsm2019

Top Word Pairs in Tweet in G3:
[19] excited,tutorial
[19] tutorial,collecting
[19] collecting,whatsapp
[19] whatsapp,data
[19] data,#icwsm
[19] #icwsm,#icwsm2019
[19] #icwsm2019,see
[19] see,tuesday
[18] gvrkiran,excited
[18] tuesday,gareth_tyso

Top Word Pairs in Tweet in G4:
[24] #icwsm,#phdchat
[21] #icwsm2019,#icwsm
[20] nodexl,#icwsm2019
[19] tutorial,#icwsm2019
[13] #icwsm2019,digitalspacelab
[13] step,step
[11] using,nodexl
[10] opening,talk
[10] talk,tutorial
[10] #icwsm2019,provided

Top Word Pairs in Tweet in G5:
[6] في,٢٠١٥
[6] ٢٠١٥,كان
[6] كان,هناك
[6] هناك,تقريبا
[6] تقريبا,٢٥٠
[6] ٢٥٠,ألف
[6] ألف,حساب
[6] حساب,نشط
[6] نشط,لداعش
[6] لداعش,نشر

Top Word Pairs in Tweet in G6:
[7] twittereng,data
[7] data,science
[7] science,twitterresearch
[7] twitterresearch,user
[7] user,research
[7] research,setting
[7] setting,up
[7] up,bright
[7] bright,early
[7] early,#icwsm2019

Top Word Pairs in Tweet in G7:
[4] science,slam
[3] #icwsm2019,icwsm
[3] icwsm,everything
[3] everything,ready
[3] ready,substanz
[3] substanz,epic
[3] epic,science
[3] slam,miss
[2] dgarcia_eu,#icwsm2019
[2] miss,https

Top Word Pairs in Tweet in G9:
[2] airport,coming
[2] coming,up
[2] up,next
[2] next,weeks
[2] weeks,african
[2] african,digital
[2] digital,methods
[2] methods,symposium
[2] symposium,https
[2] https,t

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@jurgenpfeffer
@was3210
@nodexl
@digitalspacelab
@gvrkiran
@ladamic
@fbenevenuto
@gareth_tyson

Top Mentioned in G1:
@icwsm
@jurgenpfeffer
@ladamic
@kyriakikalimeri
@elad1
@danielequercia
@sageoceantweets
@gvrkiran
@katja_mat
@rumichunara

Top Mentioned in G2:
@jurgenpfeffer
@icwsm
@toritorix
@ladamic
@digitalspacelab
@was3210
@gvrkiran
@fbenevenuto
@gareth_tyson
@sof14g1l

Top Mentioned in G3:
@gvrkiran
@mimran15
@chatox
@jurgenpfeffer
@gareth_tyson
@fbenevenuto
@icwsm
@cerenbudak
@rhodiuslin

Top Mentioned in G4:
@was3210
@nodexl
@digitalspacelab
@jurgenpfeffer
@gvrkiran
@icwsm
@fbenevenuto
@gareth_tyson
@sof14g1l
@ladamic

Top Mentioned in G5:
@majidalfifi
@aseel_addawood

Top Mentioned in G6:
@twitterresearch
@twittereng
@ladamic

Top Mentioned in G7:
@icwsm
@dgarcia_eu
@jurgenpfeffer
@bhecht

Top Mentioned in G9:
@jeanburgess
@snurb_dot_info
@jean

Top Mentioned in G10:
@jahnao
@icwsm
@risecyprus
@cycat_eu

Top Tweeters
Top Tweeters in Entire Graph:
@3eani
@opexxx
@snurb_dot_info
@fukutax
@toritorix
@vivianfrancos
@mtknnktm
@adamgdunn
@lisagualtieri
@samarsaggaf

Top Tweeters in G1:
@_estalindalamar
@wikipedia
@nyuniversity
@danielequercia
@gwtweets
@carnby
@kirinjaan
@elaragon
@mavhugs
@3rdcultureme

Top Tweeters in G2:
@opexxx
@fukutax
@toritorix
@mtknnktm
@raquelrecuero
@weberdc
@ryanjgallag
@arkaitz
@ian_soboroff
@fabiogiglietto

Top Tweeters in G3:
@adamgdunn
@lisagualtieri
@yearrypanji
@deaneckles
@haewoon
@chatox
@mlmillerphd
@sagarjoglekar
@meier_flo
@ingmarweber

Top Tweeters in G4:
@3eani
@vivianfrancos
@was3210
@facebook
@marc_smith
@nsmnss
@nodexl
@rlingle
@connectedaction
@gareth_tyson

Top Tweeters in G5:
@samarsaggaf
@forifi
@s_meemar
@majidalmeshari
@moaidsh
@aljoharahald
@majidalfifi
@aseel_addawood

Top Tweeters in G6:
@jkru
@enunge
@twittereng
@sarakimelman
@twitterresearch
@nathanlande
@rwroooooo
@mrwakwak

Top Tweeters in G7:
@anxosan
@emrek
@bhecht
@cshvienna
@dgarcia_eu

Top Tweeters in G8:
@sedyst
@mittosis
@dilinea
@jbisconde
@kimpulsive93

Top Tweeters in G9:
@snurb_dot_info
@jeanburgess
@socialmediaqut
@jean

Top Tweeters in G10:
@oucyprus
@cycat_eu
@risecyprus
@jahnao