#WebSci19, Twitter, 7/3/2019 3:08:50 PM, 201902


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#WebSci19 Twitter NodeXL SNA Map and Report for Wednesday, 03 July 2019 at 15:04 UTC
#WebSci19 Twitter NodeXL SNA Map and Report for Wednesday, 03 July 2019 at 15:04 UTC
From:
Marc_Smith
Uploaded on:
July 03, 2019
Short Description:
#WebSci19 via NodeXL http://bit.ly/2YyFDgs
@jahendler
@websciconf
@foucaultwelles
@fabien_gandon
@jengolbeck
@ka_kinder
@websciencetrust
@olyerickson
@wimmics
@techilosophy

Top hashtags:
#websci19
#webscience
#deeplearning
#braveconversations
#machinelearning

Description:
Description
The graph represents a network of 157 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 Wednesday, 03 July 2019 at 15:04 UTC.

The tweets in the network were tweeted over the 8-day, 22-hour, 57-minute period from Monday, 24 June 2019 at 15:17 UTC to Wednesday, 03 July 2019 at 14:14 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 : 157
Unique Edges : 458
Edges With Duplicates : 201
Total Edges : 659
Number of Edge Types : 4
Retweet : 195
Mentions : 408
Tweet : 52
Replies to : 4
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.109649122807018
Reciprocated Edge Ratio : 0.197628458498024
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 152
Maximum Edges in a Connected Component : 652
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.733204
Graph Density : 0.0206598072840111
Modularity : 0.444091
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://dl.acm.org/citation.cfm?id=3292522
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201703
[5] https://solar.lowtechmagazine.com/about.html
[4] https://websci19.webscience.org/
[2] https://www.khoury.northeastern.edu/general/acm-websci-19-at-northeastern-brings-together-experts-from-many-disciplines/
[2] https://www.slideshare.net/fabien_gandon/the-web-we-mix-benevolent-ais-for-a-resilient-web
[2] https://twitter.com/ka_kinder/status/1145684376283275264
[1] https://dh.fbk.eu/sites/dh.fbk.eu/files/creepdemo_1.m4v
[1] http://oro.open.ac.uk/61128/
[1] https://hal.inria.fr/hal-02148911

Top URLs in Tweet in G1:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201703
[2] https://solar.lowtechmagazine.com/about.html
[2] https://dl.acm.org/citation.cfm?id=3292522
[2] https://www.khoury.northeastern.edu/general/acm-websci-19-at-northeastern-brings-together-experts-from-many-disciplines/
[1] https://dh.fbk.eu/sites/dh.fbk.eu/files/creepdemo_1.m4v
[1] https://www.vice.com/en_us/article/d3b7na/the-story-of-lenny-the-internets-favorite-telemarketing-troll
[1] https://giphy.com/gifs/peanuts-charlie-brown-a-christmas-Vz1cEfM0VFpII
[1] http://www.gsood.com/research/papers/pwned.pdf
[1] https://www.nytimes.com/2019/06/30/opinion/immigrants-social-media.html
[1] http://mcn.edu/pronoun-stickers-mcn-2016/

Top URLs in Tweet in G3:
[4] https://dl.acm.org/citation.cfm?id=3292522
[3] https://solar.lowtechmagazine.com/about.html
[2] https://websci19.webscience.org/
[2] https://www.slideshare.net/fabien_gandon/the-web-we-mix-benevolent-ais-for-a-resilient-web
[1] https://twitter.com/WebSciConf/status/1146044621656428549
[1] https://www.webscience.org/manifesto/
[1] https://twitter.com/S2Hewitt/status/1146203664480120832
[1] https://hal.inria.fr/hal-02148911
[1] https://twitter.com/websciencetrust/status/1146056114175238145
[1] http://oro.open.ac.uk/61128/

Top URLs in Tweet in G4:
[2] https://twitter.com/ka_kinder/status/1145684376283275264
[1] https://dl.acm.org/citation.cfm?id=3292522
[1] https://websci19.webscience.org/papers.html
[1] https://websci19.webscience.org/

Top URLs in Tweet in G7:
[1] https://pervade.umd.edu/event/websci-19/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[258] websci19
[27] webscience
[5] deeplearning
[5] braveconversations
[5] machinelearning
[4] informationretrieval
[4] lile2019
[4] websci
[4] pokemongo
[2] ml



Top Hashtags in Tweet in G1:
[132] websci19
[19] webscience
[5] machinelearning
[5] braveconversations
[4] websci
[2] ml
[2] boston
[1] pwned
[1] identifyingfakenews
[1] xai

Top Hashtags in Tweet in G2:
[52] websci19
[4] pokemongo
[1] sigmod2019

Top Hashtags in Tweet in G3:
[46] websci19
[6] webscience
[1] sustainable
[1] web

Top Hashtags in Tweet in G4:
[17] websci19
[1] webscience
[1] socsciresearch

Top Hashtags in Tweet in G5:
[4] deeplearning
[1] websci19
[1] webscience

Top Hashtags in Tweet in G6:
[4] websci19
[3] informationretrieval
[3] lile2019

Top Hashtags in Tweet in G7:
[4] websci19
[1] ethics
[1] privacy
[1] consent

Top Hashtags in Tweet in G8:
[2] websci19

Top Words
Top Words in Tweet in Entire Graph:
[311] Words in Sentiment List#1: Positive
[117] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5853] Non-categorized Words
[6281] Total Words
[313] #websci19
[131] web
[63] websciconf
[59] paper
[55] science

Top Words in Tweet in G1:
[163] #websci19
[75] web
[50] websciconf
[40] science
[27] #webscience
[26] today
[22] cc
[20] 2019
[18] kicking
[16] keynote

Top Words in Tweet in G2:
[55] #websci19
[44] better
[41] paper
[41] jengolbeck
[37] thegoldenratio4
[31] following
[31] make
[30] followers
[30] love
[30] shows

Top Words in Tweet in G3:
[57] #websci19
[36] web
[26] online
[21] keynote
[15] slides
[14] fabien_gandon
[14] misogyny
[13] t_m_farrell
[11] science
[10] give

Top Words in Tweet in G4:
[22] #websci19
[8] gender
[8] bias
[8] arminmertens
[8] franziskapradel
[8] jwaeckerle
[7] today
[7] digital
[7] communication
[7] jrn_rz

Top Words in Tweet in G5:
[4] presentation
[4] paper
[4] unified
[4] #deeplearning
[4] architecture
[4] abuse
[4] detection
[4] websciconf
[4] went
[4] great

Top Words in Tweet in G6:
[6] #websci19
[3] challenges
[3] search
[3] engines
[3] #informationretrieval
[3] support
[3] human
[3] learning
[3] presented
[3] kevynct

Top Words in Tweet in G7:
[4] #websci19
[3] up
[3] tutorial
[2] next
[2] week
[2] late
[2] sign
[2] pervade_team
[2] web
[2] research

Top Words in Tweet in G8:
[2] time
[2] social
[2] #websci19

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

Top Word Pairs in Tweet in G1:
[40] web,science
[18] #websci19,websciconf
[18] science,2019
[17] websciconf,#webscience
[16] cc,websciconf
[14] #websci19,cc
[9] websciconf,wssc_upf
[9] t,wait
[9] wait,see
[8] kicking,main

Top Word Pairs in Tweet in G2:
[30] followers,thegoldenratio4
[30] thegoldenratio4,love
[30] love,paper
[30] paper,jengolbeck
[30] jengolbeck,#websci19
[30] #websci19,shows
[30] shows,although
[30] although,admits
[30] admits,sample
[30] sample,biased

Top Word Pairs in Tweet in G3:
[13] fabien_gandon,#websci19
[11] web,science
[10] give,keynote
[9] keynote,fabien_gandon
[8] thanks,invitation
[8] invitation,give
[8] keynote,#websci19
[8] #websci19,slides
[8] slides,abstract
[8] abstract,online

Top Word Pairs in Tweet in G4:
[8] gender,bias
[7] bias,digital
[7] digital,communication
[7] arminmertens,franziskapradel
[7] franziskapradel,jrn_rz
[7] jrn_rz,jwaeckerle
[4] paper,tweet
[4] tweet,reply
[4] reply,gender
[4] communication,politicians

Top Word Pairs in Tweet in G5:
[4] presentation,paper
[4] paper,unified
[4] unified,#deeplearning
[4] #deeplearning,architecture
[4] architecture,abuse
[4] abuse,detection
[4] detection,websciconf
[4] websciconf,went
[4] went,great
[4] great,thanks

Top Word Pairs in Tweet in G6:
[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
[3] #lile2019,#websci19

Top Word Pairs in Tweet in G7:
[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 Mentioned
Top Mentioned in Entire Graph:
@websciconf
@jengolbeck
@thegoldenratio4
@fabien_gandon
@t_m_farrell
@websciencetrust
@sgonzalezbailon
@northeastern
@wssc_upf
@polarbearby

Top Mentioned in G1:
@websciconf
@fabien_gandon
@polarbearby
@wssc_upf
@sgonzalezbailon
@northeastern
@websciencetrust
@jengolbeck
@foucaultwelles
@t_m_farrell

Top Mentioned in G2:
@jengolbeck
@thegoldenratio4
@dder
@pipwillcox
@emax
@difrad
@websciconf
@fabien_gandon
@tinaeliassi
@stefandietze

Top Mentioned in G3:
@fabien_gandon
@t_m_farrell
@inria
@wimmics
@laboratoire_i3s
@inria_sophia
@websciconf
@halani
@j_nov
@kmiou

Top Mentioned in G4:
@arminmertens
@franziskapradel
@jwaeckerle
@jrn_rz
@gesis_org
@fabien_gandon
@sgonzalezbailon
@snurb_dot_info
@northeastern

Top Mentioned in G5:
@websciconf
@encase_h2020

Top Mentioned in G6:
@kevynct

Top Mentioned in G7:
@pervade_team

Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@bad_indian_girl
@machinelearn_d
@coeurli
@cynical_tutu
@ljs39
@knhannah
@snurb_dot_info
@kazurcher
@melanielybarger

Top Tweeters in G1:
@nytimes
@machinelearn_d
@poncelet2
@s2hewitt
@northeastern
@olyerickson
@vybeauregard
@marc_smith
@prodigalson2025
@faizapatelbcj

Top Tweeters in G2:
@bad_indian_girl
@coeurli
@cynical_tutu
@ljs39
@kazurcher
@melanielybarger
@cybycmu
@taynsel
@knagasaki
@needmesomepie

Top Tweeters in G3:
@knhannah
@johnbreslin
@inria
@philarcher1
@bouss31
@thirda
@laura_r_prieto
@didodav
@inria_sophia
@fabien_gandon

Top Tweeters in G4:
@snurb_dot_info
@ingorohlfing
@kwelle
@gesis_org
@libconferences
@jwaeckerle
@comppolcologne
@ka_kinder
@arminmertens
@franziskapradel

Top Tweeters in G5:
@gianluca_string
@saviaga
@amfounta
@encase_h2020
@idramalab

Top Tweeters in G6:
@hudajkhan
@stefandietze
@kevynct
@ranyu_zh

Top Tweeters in G7:
@michaelzimmer
@rebekahktromble
@pervade_team

Top Tweeters in G8:
@nlcesare
@godboleam


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