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#ICWSM21_2021-06-14_11-07-58.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
June 14, 2021
Short Description:
#ICWSM21 via NodeXL https://bit.ly/2RW0lsE
@icwsm
@smr_foundation
@smandpbot
@pk_plus_plus
@feedkoko
@vibhor711
@srijankedia
@jasonnurse
@dilrukshi_lk
@vssubrah

Top hashtags:
#icwsm21
#icwsm2021
#misinformation
#disinformation
#controversy
#hatespeech
#mediate2021

Description:
Description
The graph represents a network of 34 Twitter users whose recent tweets contained "#ICWSM21", 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, 14 June 2021 at 18:08 UTC.

The tweets in the network were tweeted over the 6-day, 8-hour, 22-minute period from Monday, 07 June 2021 at 12:56 UTC to Sunday, 13 June 2021 at 21:18 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 : 34
Unique Edges : 58
Edges With Duplicates : 17
Total Edges : 75
Number of Edge Types : 4
Mentions : 38
MentionsInRetweet : 25
Retweet : 11
Tweet : 1
Self-Loops : 1
Reciprocated Vertex Pair Ratio : 0.0666666666666667
Reciprocated Edge Ratio : 0.125
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 34
Maximum Edges in a Connected Component : 75
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.536332
Graph Density : 0.0570409982174688
Modularity : 0.400489
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 34 Twitter users whose recent tweets contained "#ICWSM21", 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, 14 June 2021 at 18:08 UTC.

The tweets in the network were tweeted over the 6-day, 8-hour, 22-minute period from Monday, 07 June 2021 at 12:56 UTC to Sunday, 13 June 2021 at 21:18 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #ICWSM21
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://www.cc.gatech.edu/~srijan/pubs/deceptionrank_kumar_icwsm21.pdf
[3] https://snap.stanford.edu/data/comm-f2f-Resistance.html
[2] https://arxiv.org/pdf/2102.03656.pdf
[2] https://twitter.com/avalanchesiqi/status/1383571023556079619
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256824

Top URLs in Tweet in G1:
[6] https://www.cc.gatech.edu/~srijan/pubs/deceptionrank_kumar_icwsm21.pdf
[3] https://snap.stanford.edu/data/comm-f2f-Resistance.html

Top URLs in Tweet in G2:
[2] https://twitter.com/avalanchesiqi/status/1383571023556079619
[1] https://www.cc.gatech.edu/~srijan/pubs/deceptionrank_kumar_icwsm21.pdf

Top URLs in Tweet in G3:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256824

Top URLs in Tweet in G4:
[2] https://arxiv.org/pdf/2102.03656.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[7] gatech.edu
[3] stanford.edu
[2] arxiv.org
[2] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[6] gatech.edu
[3] stanford.edu

Top Domains in Tweet in G2:
[2] twitter.com
[1] gatech.edu

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] icwsm21
[2] icwsm2021
[2] misinformation
[2] disinformation
[2] controversy
[2] hatespeech
[1] mediate2021
[1] icwsm
[1] cysoc2021
[1] infocred2021



Top Hashtags in Tweet in G1:
[8] icwsm21
[1] misinformation
[1] disinformation
[1] controversy
[1] hatespeech

Top Hashtags in Tweet in G2:
[11] icwsm21
[1] misinformation
[1] disinformation
[1] controversy
[1] hatespeech

Top Hashtags in Tweet in G3:
[2] icwsm2021
[1] mediate2021
[1] icwsm
[1] cysoc2021
[1] infocred2021
[1] emoji2021
[1] icwsm21
[1] research
[1] cysoc

Top Hashtags in Tweet in G4:
[3] icwsm21

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9] icwsm,#icwsm21
[5] group,video
[5] video,conversations
[4] #icwsm21,paper
[3] virtual,conference
[3] paper,deception
[3] deception,detection
[3] detection,group
[3] conversations,using
[3] using,dynamic

Top Word Pairs in Tweet in G1:
[6] icwsm,#icwsm21
[5] video,conversations
[4] group,video
[3] paper,deception
[3] deception,detection
[3] detection,group
[3] conversations,using
[3] using,dynamic
[3] dynamic,interaction
[3] interaction,networks

Top Word Pairs in Tweet in G2:
[2] icwsm,#icwsm21
[2] today,open
[2] open,#icwsm21
[2] #icwsm21,registered
[2] registered,attendees
[2] attendees,preview
[2] preview,first
[2] first,date
[2] date,nervous
[2] nervous,keep

Top Word Pairs in Tweet in G4:
[2] super,excited
[2] excited,present
[2] present,paper
[2] paper,under
[2] under,spotlight
[2] spotlight,web
[2] web,tracking
[2] tracking,indian
[2] indian,partisan
[2] partisan,news

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@vssubrah
@jure
@jasonnurse
@kourtellis
@nishanthsastry
@sakthibalanm
@pk_plus_plus
@vekariayash
@sangeetamptra

Top Mentioned in G1:
@icwsm
@jure
@vssubrah
@gtcomputing
@gtcse
@mlatgt
@ideasatgt

Top Mentioned in G2:
@icwsm
@jasonnurse
@virgilioalmeida
@red_abebe
@noupside
@avalanchesiqi
@jure
@vssubrah
@gtcomputing
@gtcse

Top Mentioned in G3:
@icwsm
@gvrkiran
@elaragon
@feedkoko
@cfiesler
@wikiresearch
@enimust
@tanmit
@jasonnurse
@ingmarweber

Top Mentioned in G4:
@icwsm
@kourtellis
@nishanthsastry
@sakthibalanm
@pk_plus_plus
@vekariayash
@sangeetamptra

Top Tweeters
Top Tweeters in Entire Graph:
@noupside
@smandpbot
@cfiesler
@jasonnurse
@elaragon
@dilrukshi_lk
@gtcomputing
@wikiresearch
@feedkoko
@words_life

Top Tweeters in G1:
@gtcomputing
@words_life
@shirki
@icwsm
@mlatgt
@gtcse
@srijankedia
@jure
@vssubrah
@ideasatgt

Top Tweeters in G2:
@noupside
@smandpbot
@jasonnurse
@dilrukshi_lk
@feedkoko
@red_abebe
@virgilioalmeida
@r_ashwin
@avalanchesiqi

Top Tweeters in G3:
@cfiesler
@elaragon
@wikiresearch
@ingmarweber
@smr_foundation
@gvrkiran
@enimust
@tanmit

Top Tweeters in G4:
@pk_plus_plus
@sangeetamptra
@nishanthsastry
@sakthibalanm
@kourtellis
@vibhor711
@vekariayash