websci, Twitter, 7/2/2019 2:34:51 PM, 201702


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websci_2019-07-02_07-29-27.xlsx
websci_2019-07-02_07-29-27.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 02, 2019
Short Description:
websci via NodeXL http://bit.ly/2FMjVOI
@carnby
@datascienceudd
@michaelzimmer
@emilianoucl
@dchatzakou
@olyerickson
@theofficialacm
@congosto
@jvitak
@nytimes

Top hashtags:
#websci19
#floodserv
#webscience
#websci
#ethics
#privacy
#consent

Description:
Description
The graph represents a network of 27 Twitter users whose recent tweets contained "websci", 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 Tuesday, 02 July 2019 at 14:29 UTC.

The tweets in the network were tweeted over the 7-day, 22-hour, 45-minute period from Monday, 24 June 2019 at 15:17 UTC to Tuesday, 02 July 2019 at 14:02 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 : 27
Unique Edges : 34
Edges With Duplicates : 7
Total Edges : 41
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.0303030303030303
Reciprocated Edge Ratio : 0.0588235294117647
Connected Components : 7
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 9
Maximum Edges in a Connected Component : 15
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.205298
Graph Density : 0.0484330484330484
Modularity : 0.646788
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.khoury.northeastern.edu/general/acm-websci-19-at-northeastern-brings-together-experts-from-many-disciplines/
[1] https://twitter.com/CChelmis/status/1146043799187206144
[1] https://websci19.webscience.org/
[1] https://websci19.webscience.org/speakers.html
[1] https://www.nytimes.com/2019/06/30/opinion/immigrants-social-media.html
[1] https://pervade.umd.edu/event/websci-19/

Top URLs in Tweet in G2:
[1] https://pervade.umd.edu/event/websci-19/

Top URLs in Tweet in G5:
[1] https://www.nytimes.com/2019/06/30/opinion/immigrants-social-media.html

Top URLs in Tweet in G6:
[2] https://www.khoury.northeastern.edu/general/acm-websci-19-at-northeastern-brings-together-experts-from-many-disciplines/
[1] https://twitter.com/CChelmis/status/1146043799187206144
[1] https://websci19.webscience.org/
[1] https://websci19.webscience.org/speakers.html

Top Domains
Top Domains in Tweet in Entire Graph:
[2] webscience.org
[2] northeastern.edu
[1] twitter.com
[1] nytimes.com
[1] umd.edu

Top Domains in Tweet in G2:
[1] umd.edu

Top Domains in Tweet in G5:
[1] nytimes.com

Top Domains in Tweet in G6:
[2] northeastern.edu
[2] webscience.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] websci19
[1] floodserv
[1] webscience
[1] websci
[1] ethics
[1] privacy
[1] consent



Top Hashtags in Tweet in G2:
[2] websci19
[1] ethics
[1] privacy
[1] consent

Top Hashtags in Tweet in G4:
[4] websci19
[1] floodserv

Top Hashtags in Tweet in G5:
[1] webscience
[1] websci
[1] websci19

Top Hashtags in Tweet in G6:
[1] websci19

Top Words
Top Words in Tweet in Entire Graph:
[4] Words in Sentiment List#1: Positive
[3] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[496] Non-categorized Words
[503] Total Words
[13] boston
[10] websci'19
[9] websci
[9] acm
[8] #websci19

Top Words in Tweet in G1:
[8] mañana
[8] comienza
[8] acm
[8] websci'19
[8] boston
[8] desde
[8] datascienceudd
[8] presentaremos
[8] dos
[8] trabajos

Top Words in Tweet in G2:
[3] ethics
[2] michaelzimmer
[2] theofficialacm
[2] websci
[2] #websci19
[2] next
[2] week
[2] late
[2] sign
[2] up

Top Words in Tweet in G3:
[4] congrats
[4] dchatzakou
[4] et
[4] paper
[4] detecting
[4] cyberbullying
[4] cyberaggression
[4] social
[4] media
[3] emilianoucl

Top Words in Tweet in G4:
[4] websci
[4] boston
[4] #websci19
[3] keynote
[2] exdwarf
[2] fabien
[2] gandon
[2] day
[2] 3
[2] floodserveu

Top Words in Tweet in G6:
[2] websci
[2] 19
[2] researchers
[2] web
[2] keynote
[2] websci'19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9] websci'19,boston
[8] mañana,comienza
[8] comienza,acm
[8] acm,websci'19
[8] boston,desde
[8] desde,datascienceudd
[8] datascienceudd,presentaremos
[8] presentaremos,dos
[8] dos,trabajos
[8] trabajos,relacionados

Top Word Pairs in Tweet in G1:
[8] mañana,comienza
[8] comienza,acm
[8] acm,websci'19
[8] websci'19,boston
[8] boston,desde
[8] desde,datascienceudd
[8] datascienceudd,presentaremos
[8] presentaremos,dos
[8] dos,trabajos
[8] trabajos,relacionados

Top Word Pairs in Tweet in G2:
[2] #websci19,next
[2] next,week
[2] week,late
[2] late,sign
[2] sign,up
[2] up,pervade_team
[2] pervade_team,tutorial
[2] tutorial,web
[2] web,research
[2] research,ethics

Top Word Pairs in Tweet in G3:
[4] congrats,dchatzakou
[4] dchatzakou,et
[4] et,paper
[4] paper,detecting
[4] detecting,cyberbullying
[4] cyberbullying,cyberaggression
[4] cyberaggression,social
[4] social,media
[3] emilianoucl,congrats
[3] media,accepte

Top Word Pairs in Tweet in G4:
[2] keynote,fabien
[2] fabien,gandon
[2] gandon,websci
[2] websci,boston
[2] boston,day
[2] day,3
[2] 3,#websci19
[2] #websci19,floodserveu
[2] websci,2019
[2] 2019,boston

Top Word Pairs in Tweet in G6:
[2] websci,19

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@gonzalobarria
@congosto
@michaelzimmer
@olyerickson
@diegocaro
@gianluca_string
@faizapatelbcj
@aastroza
@jvitak

Top Tweeters in G1:
@gonzalobarria
@congosto
@diegocaro
@aastroza
@carnby
@franvarela
@elmanujano
@datascienceudd
@pauvasquezh

Top Tweeters in G2:
@michaelzimmer
@jvitak
@theofficialacm
@rebekahktromble
@pervade_team

Top Tweeters in G3:
@gianluca_string
@jhblackb
@idramalab
@emilianoucl
@dchatzakou

Top Tweeters in G4:
@damewendydbe
@floodserveu
@exdwarf

Top Tweeters in G5:
@nytimes
@olyerickson
@faizapatelbcj

Top Tweeters in G6:
@miz_oka
@khourycollege


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