#WebSci19, Twitter, 7/2/2019 2:35:08 PM, 201703


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#WebSci19_2019-07-02_07-29-24.xlsx
#WebSci19_2019-07-02_07-29-24.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 02, 2019
Short Description:
#WebSci19 via NodeXL http://bit.ly/2FNd7k1
@jahendler
@websciconf
@websciencetrust
@foucaultwelles
@jengolbeck
@sotonwsi
@fabien_gandon
@olyerickson
@polarbearby
@techilosophy

Top hashtags:
#websci19
#webscience
#braveconversations
#informationretrieval
#lile2019

Description:
Description
The graph represents a network of 114 Twitter users whose recent tweets contained "#WebSci19", 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, 53-minute period from Monday, 24 June 2019 at 15:17 UTC to Tuesday, 02 July 2019 at 14:10 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 : 114
Unique Edges : 266
Edges With Duplicates : 74
Total Edges : 340
Self-Loops : 41
Reciprocated Vertex Pair Ratio : 0.0534351145038168
Reciprocated Edge Ratio : 0.101449275362319
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 102
Maximum Edges in a Connected Component : 321
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.694763
Graph Density : 0.0214252445272473
Modularity : 0.505491
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://websci19.webscience.org/
[2] https://solar.lowtechmagazine.com/about.html
[2] https://twitter.com/ka_kinder/status/1145684376283275264
[1] https://dh.fbk.eu/sites/dh.fbk.eu/files/creepdemo_1.m4v
[1] https://www.nytimes.com/2019/06/30/opinion/immigrants-social-media.html
[1] https://www.vice.com/en_us/article/d3b7na/the-story-of-lenny-the-internets-favorite-telemarketing-troll
[1] https://websci19.webscience.org/papers.html
[1] https://www.khoury.northeastern.edu/general/acm-websci-19-at-northeastern-brings-together-experts-from-many-disciplines/
[1] http://mcn.edu/pronoun-stickers-mcn-2016/
[1] https://twitter.com/foucaultwelles/status/1145300996316286976

Top URLs in Tweet in G2:
[3] https://websci19.webscience.org/
[2] https://solar.lowtechmagazine.com/about.html
[1] http://mcn.edu/pronoun-stickers-mcn-2016/
[1] https://www.vice.com/en_us/article/d3b7na/the-story-of-lenny-the-internets-favorite-telemarketing-troll
[1] https://www.nytimes.com/2019/06/30/opinion/immigrants-social-media.html
[1] https://dh.fbk.eu/sites/dh.fbk.eu/files/creepdemo_1.m4v
[1] https://www.khoury.northeastern.edu/general/acm-websci-19-at-northeastern-brings-together-experts-from-many-disciplines/

Top URLs in Tweet in G3:
[1] https://websci19.webscience.org/
[1] https://twitter.com/foucaultwelles/status/1145300996316286976

Top URLs in Tweet in G4:
[2] https://twitter.com/ka_kinder/status/1145684376283275264
[1] https://websci19.webscience.org/papers.html

Top URLs in Tweet in G6:
[1] https://pervade.umd.edu/event/websci-19/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[166] websci19
[4] webscience
[4] braveconversations
[3] informationretrieval
[3] lile2019
[2] machinelearning
[2] pokemongo
[2] boston
[1] websci
[1] floodserv



Top Hashtags in Tweet in G1:
[49] websci19
[2] pokemongo

Top Hashtags in Tweet in G2:
[77] websci19
[4] webscience
[3] braveconversations
[2] machinelearning
[1] websci
[1] floodserv
[1] artificialintelligence
[1] intelligence
[1] semanticweb
[1] interdisciplinary

Top Hashtags in Tweet in G3:
[28] websci19
[2] boston
[1] braveconversations
[1] crowdsourcing
[1] microtasks

Top Hashtags in Tweet in G4:
[3] websci19
[1] socsciresearch

Top Hashtags in Tweet in G5:
[3] websci19
[3] informationretrieval
[3] lile2019

Top Hashtags in Tweet in G6:
[4] websci19
[1] ethics
[1] privacy
[1] consent

Top Hashtags in Tweet in G7:
[2] websci19

Top Words
Top Words in Tweet in Entire Graph:
[132] Words in Sentiment List#1: Positive
[31] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3380] Non-categorized Words
[3543] Total Words
[168] #websci19
[66] web
[48] paper
[40] jengolbeck
[39] jahendler

Top Words in Tweet in G1:
[49] #websci19
[39] paper
[39] jengolbeck
[39] jahendler
[30] thegoldenratio4
[29] followers
[29] love
[29] shows
[29] although
[29] admits

Top Words in Tweet in G2:
[79] #websci19
[50] web
[30] websciconf
[29] science
[17] keynote
[16] boston
[15] 2019
[14] kicking
[11] main
[11] program

Top Words in Tweet in G3:
[28] #websci19
[18] today
[8] northeastern
[7] starts
[7] year
[7] planning
[7] t
[7] wait
[7] see
[7] everyone

Top Words in Tweet in G4:
[3] paper
[3] tweet
[3] reply
[3] gender
[3] bias
[3] digital
[3] communication
[3] politicians
[3] arminmertens
[3] #websci19

Top Words in Tweet in G5:
[3] #websci19
[3] challenges
[3] search
[3] engines
[3] #informationretrieval
[3] support
[3] human
[3] learning
[3] presented
[3] kevynct

Top Words in Tweet in G6:
[4] #websci19
[3] up
[3] tutorial
[2] flight
[2] next
[2] week
[2] late
[2] sign
[2] pervade_team
[2] web

Top Words in Tweet in G7:
[2] #websci19
[2] time
[2] social

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] web,science
[29] followers,thegoldenratio4
[29] thegoldenratio4,love
[29] love,paper
[29] paper,jengolbeck
[29] jengolbeck,#websci19
[29] #websci19,shows
[29] shows,although
[29] although,admits
[29] admits,sample

Top Word Pairs in Tweet in G1:
[29] followers,thegoldenratio4
[29] thegoldenratio4,love
[29] love,paper
[29] paper,jengolbeck
[29] jengolbeck,#websci19
[29] #websci19,shows
[29] shows,although
[29] although,admits
[29] admits,sample
[28] jahendler,followers

Top Word Pairs in Tweet in G2:
[29] web,science
[13] science,2019
[10] main,program
[9] websciconf,kicking
[9] kicking,main
[9] program,brilliant
[9] brilliant,sgonzalezbailon
[9] sgonzalezbailon,web
[9] science,helps
[9] helps,unravel

Top Word Pairs in Tweet in G3:
[7] #websci19,starts
[7] starts,today
[7] today,year
[7] year,planning
[7] planning,t
[7] t,wait
[7] wait,see
[7] see,everyone
[7] everyone,northeastern
[7] northeastern,today

Top Word Pairs in Tweet in G4:
[3] paper,tweet
[3] tweet,reply
[3] reply,gender
[3] gender,bias
[3] bias,digital
[3] digital,communication
[3] communication,politicians
[3] politicians,arminmertens
[2] comppolcologne,paper
[2] arminmertens,franziska

Top Word Pairs in Tweet in G5:
[3] challenges,search
[3] search,engines
[3] engines,#informationretrieval
[3] #informationretrieval,support
[3] support,human
[3] human,learning
[3] learning,presented
[3] presented,kevynct
[3] kevynct,#lile2019
[2] stefandietze,challenges

Top Word Pairs in Tweet in G6:
[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 Replied-To
Top Replied-To in Entire Graph:
@websciconf

Top Replied-To in G2:
@websciconf

Top Replied-To in G3:
@websciconf

Top Mentioned
Top Mentioned in Entire Graph:
@jengolbeck
@jahendler
@websciconf
@thegoldenratio4
@websciencetrust
@fabien_gandon
@polarbearby
@sgonzalezbailon
@northeastern
@foucaultwelles

Top Mentioned in G1:
@jengolbeck
@jahendler
@thegoldenratio4
@dder
@pipwillcox
@emax
@difrad
@websciconf
@websciencetrust
@fabien_gandon

Top Mentioned in G2:
@websciconf
@sgonzalezbailon
@polarbearby
@fabien_gandon
@websciencetrust
@wssc_upf
@sotonwsi
@techilosophy
@shapeid_eu
@nikhiltri

Top Mentioned in G3:
@northeastern
@foucaultwelles
@sotonwsi
@ujlaw
@websciconf
@websciencetrust
@stefandie
@jengolbeck
@fabien_gandon
@polarbearby

Top Mentioned in G4:
@arminmertens
@comppolcologne
@franziska
@jrn_rz
@franziskapradel
@jwaeckerle

Top Mentioned in G5:
@kevynct
@stefandietze
@websciencetrust

Top Mentioned in G6:
@pervade_team
@michaelzimmer

Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@bad_indian_girl
@coeurli
@cynical_tutu
@ljs39
@snurb_dot_info
@kazurcher
@melanielybarger
@cybycmu
@taynsel

Top Tweeters in G1:
@bad_indian_girl
@coeurli
@cynical_tutu
@ljs39
@kazurcher
@melanielybarger
@cybycmu
@taynsel
@needmesomepie
@pipwillcox

Top Tweeters in G2:
@nytimes
@snurb_dot_info
@s2hewitt
@olyerickson
@vybeauregard
@faizapatelbcj
@carnby
@damewendydbe
@intersticia
@fabien_gandon

Top Tweeters in G3:
@northeastern
@prodigalson2025
@alexvespi
@leannef
@jsradford
@gjhouben
@sotonwsi
@foucaultwelles
@l3s_luh
@noshir

Top Tweeters in G4:
@ingorohlfing
@jwaeckerle
@comppolcologne
@arminmertens
@franziskapradel
@jrn_rz
@franziska

Top Tweeters in G5:
@hudajkhan
@stefandietze
@kevynct
@ranyu_zh

Top Tweeters in G6:
@michaelzimmer
@rebekahktromble
@pervade_team

Top Tweeters in G7:
@nlcesare
@t_m_farrell


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