#eurocss, Twitter, 12/7/2018 4:11:46 PM, 177793


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#eurocss_2018-12-07_08-06-31.xlsx
#eurocss_2018-12-07_08-06-31.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 07, 2018
Short Description:
#eurocss via NodeXL http://bit.ly/2QnSbYc
@euro_css
@kwelle
@sjnrth
@nodexl
@c_schwemmer
@mahmoudrezab
@priyakumar613
@danielagduca
@silviamajo
@leoferres

Top hashtags:
#eurocss
#migration
#cologne
#facebook
#youtube
#ethicsinai
#demography
#digitaltraces

Description:
Description
The graph represents a network of 84 Twitter users whose recent tweets contained "#eurocss", 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 Friday, 07 December 2018 at 16:06 UTC.

The tweets in the network were tweeted over the 5-hour, 15-minute period from Friday, 07 December 2018 at 10:50 UTC to Friday, 07 December 2018 at 16:05 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 : 84
Unique Edges : 170
Edges With Duplicates : 40
Total Edges : 210
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.0647058823529412
Reciprocated Edge Ratio : 0.121546961325967
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 83
Maximum Edges in a Connected Component : 209
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.161393
Graph Density : 0.0259609868043603
Modularity : 0.469467
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] http://www.dominikkowald.info/documents/others/2018escss_hashtag_poster.pdf
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=177631
[1] http://www.dominikkowald.info/documents/others/2018escss_bias_poster.pdf
[1] https://arxiv.org/abs/1808.09722
[1] https://www.researchgate.net/publication/318477476_Examining_Sentiments_and_Popularity_of_Pro-_and_Anti-Vaccination_Videos_on_YouTube
[1] https://www.researchgate.net/profile/Anatoliy_Gruzd/publication/318477476_Examining_Sentiments_and_Popularity_of_Pro-_and_Anti-Vaccination_Videos_on_YouTube/links/5aa53ba6a6fdccd544bc3736/Examining-Sentiments-and-Popularity-of-Pro-and-Anti-Vaccination-Videos-on-YouTube.pdf
[1] https://twitter.com/jcleschke/status/1070999258554343430
[1] https://foundation.mozilla.org/en/initiatives/responsible-cs/
[1] http://howmanyofme.com
[1] https://cschwem2er.github.io/stminsights/

Top URLs in Tweet in G1:
[1] http://www.dominikkowald.info/documents/others/2018escss_hashtag_poster.pdf
[1] http://howmanyofme.com
[1] https://foundation.mozilla.org/en/initiatives/responsible-cs/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=177631
[1] https://www.researchgate.net/profile/Anatoliy_Gruzd/publication/318477476_Examining_Sentiments_and_Popularity_of_Pro-_and_Anti-Vaccination_Videos_on_YouTube/links/5aa53ba6a6fdccd544bc3736/Examining-Sentiments-and-Popularity-of-Pro-and-Anti-Vaccination-Videos-on-YouTube.pdf
[1] https://www.researchgate.net/publication/318477476_Examining_Sentiments_and_Popularity_of_Pro-_and_Anti-Vaccination_Videos_on_YouTube

Top URLs in Tweet in G2:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=177631
[1] http://www.dominikkowald.info/documents/others/2018escss_hashtag_poster.pdf

Top URLs in Tweet in G3:
[1] http://www.dominikkowald.info/documents/others/2018escss_hashtag_poster.pdf

Top URLs in Tweet in G5:
[1] https://cschwem2er.github.io/stminsights/
[1] https://twitter.com/jcleschke/status/1070999258554343430

Top URLs in Tweet in G6:
[1] http://www.dominikkowald.info/documents/others/2018escss_hashtag_poster.pdf
[1] http://www.dominikkowald.info/documents/others/2018escss_bias_poster.pdf
[1] https://arxiv.org/abs/1808.09722

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[73] eurocss
[6] migration
[4] cologne
[4] facebook
[4] youtube
[4] ethicsinai
[4] demography
[4] digitaltraces
[2] datascience
[2] bias



Top Hashtags in Tweet in G1:
[26] eurocss
[4] ethicsinai
[4] youtube
[2] misinformation
[2] facebook
[2] indianwomen
[1] sharing
[1] bias
[1] diversity
[1] phdlife

Top Hashtags in Tweet in G2:
[7] eurocss
[4] demography
[4] migration
[4] digitaltraces
[1] cologne
[1] twitter
[1] gesis
[1] bias
[1] refresh2018
[1] vaw

Top Hashtags in Tweet in G3:
[19] eurocss
[2] cologne
[2] facebook
[1] aistrategy
[1] icwsm
[1] ethics
[1] keynote
[1] migration
[1] survey

Top Hashtags in Tweet in G4:
[6] eurocss
[1] phdtalks

Top Hashtags in Tweet in G5:
[11] eurocss
[2] glove
[2] wordembeddings
[1] rstats
[1] doc2vec
[1] mediabias
[1] sicss18

Top Hashtags in Tweet in G6:
[3] eurocss

Top Hashtags in Tweet in G7:
[1] eurocss

Top Words
Top Words in Tweet in Entire Graph:
[122] Words in Sentiment List#1: Positive
[51] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2213] Non-categorized Words
[2386] Total Words
[73] eurocss
[38] videos
[24] bias
[20] work
[19] talk

Top Words in Tweet in G1:
[37] videos
[26] eurocss
[19] antivax
[16] recommended
[13] youtube's
[12] 65
[12] topic
[12] vaccines
[8] melodieyjsong
[8] gruzd

Top Words in Tweet in G2:
[7] eurocss
[7] talk
[7] now
[6] leoferres
[6] ezagheni
[6] great
[5] migration
[5] using
[4] listening
[4] really

Top Words in Tweet in G3:
[19] eurocss
[12] data
[11] bias
[7] mona_sloane
[7] talk
[6] keynote
[5] ethics
[5] emrek
[4] really
[4] racism

Top Words in Tweet in G4:
[9] news
[7] work
[7] mahmoudrezab
[6] media
[6] eurocss
[5] presenting
[5] biases
[4] social
[4] perception
[4] truth

Top Words in Tweet in G5:
[11] eurocss
[5] c_schwemmer
[4] talk
[4] bias
[4] science
[3] mona_sloane
[3] models
[3] jcleschke
[3] great
[3] work

Top Words in Tweet in G6:
[4] presenting
[4] euro_css
[3] bias
[3] eurocss
[3] maximilianmozes
[3] linguistic
[3] temporal
[3] trajectory
[3] analyis
[3] youtube

Top Words in Tweet in G7:
[2] s

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] antivax,videos
[12] 65,youtube's
[12] youtube's,recommended
[12] recommended,videos
[12] videos,topic
[12] topic,vaccines
[9] anti,vaccine
[7] videos,make
[7] make,up
[7] up,65

Top Word Pairs in Tweet in G1:
[19] antivax,videos
[12] 65,youtube's
[12] youtube's,recommended
[12] recommended,videos
[12] videos,topic
[12] topic,vaccines
[7] videos,make
[7] make,up
[7] up,65
[7] vaccines,plus

Top Word Pairs in Tweet in G2:
[4] listening,great
[4] great,ezagheni
[4] ezagheni,talk
[4] talk,really
[4] really,hot
[4] hot,topics
[4] topics,right
[4] right,now
[4] now,demography
[4] demography,migration

Top Word Pairs in Tweet in G3:
[3] mona_sloane,eurocss
[3] last,keynote
[3] keynote,different
[3] different,facets
[3] facets,data
[3] data,bias
[3] bias,eurocss
[3] eurocss,emrek
[2] mona_sloane,closing
[2] closing,talk

Top Word Pairs in Tweet in G4:
[5] presenting,work
[4] social,media
[3] coming,up
[3] up,soon
[3] soon,mahmoudrezab
[3] mahmoudrezab,presenting
[3] work,analysing
[3] analysing,biases
[3] biases,perception
[3] perception,truth

Top Word Pairs in Tweet in G5:
[3] word,embeddings
[2] nice,application
[2] application,structural
[2] structural,topic
[2] topic,models
[2] models,eurocss
[2] eurocss,examine
[2] examine,gender
[2] gender,differences
[2] differences,twitter

Top Word Pairs in Tweet in G6:
[3] maximilianmozes,presenting
[3] presenting,linguistic
[3] linguistic,temporal
[3] temporal,trajectory
[3] trajectory,analyis
[3] analyis,youtube
[3] youtube,vlogs
[3] vlogs,euro_css
[3] euro_css,paper
[3] paper,here

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@euro_css
@mona_sloane
@emrek
@danielagduca
@gruzd
@ezagheni
@kwelle
@c_schwemmer
@melodieyjsong
@sjnrth

Top Mentioned in G1:
@melodieyjsong
@gruzd
@danielagduca
@sjnrth
@euro_css
@smlabto
@gru
@mozilla
@mona_sloane
@kwelle

Top Mentioned in G2:
@leoferres
@ezagheni
@kwelle
@ees_cu
@euro_css
@silviamajo
@c_schwemmer
@refreshworkshop
@jurgenpfeffer
@alenyshkaxx

Top Mentioned in G3:
@emrek
@mona_sloane
@danielagduca
@clauwa
@ezagheni
@euro_css
@monjalexander
@tahayasseri
@gruzd
@gesis_org

Top Mentioned in G4:
@mahmoudrezab
@abhijnanc
@juhi153
@euro_css
@kgummadi
@hossein_kermani
@sgonzalezbailon
@jurgenpfeffer
@fbenevenuto
@eredmil1

Top Mentioned in G5:
@c_schwemmer
@mona_sloane
@jcleschke
@euro_css
@bagss5
@otto_friedrich
@cbpuschmann
@emrek
@dataminertum7
@trovdimi

Top Mentioned in G6:
@euro_css
@isabellevdv
@maximilianmozes
@emrek
@afelproject
@know_center
@elisab79
@benkleinberg

Top Tweeters
Top Tweeters in Entire Graph:
@airbnb
@phmai
@omidyarnetwork
@sjnrth
@uber
@diegocaro
@mozilla
@cbpuschmann
@nodexl
@dan_p_simpson

Top Tweeters in G1:
@airbnb
@phmai
@omidyarnetwork
@sjnrth
@uber
@mozilla
@gruzd
@ibalyons
@irregularverbal
@irfanyeg

Top Tweeters in G2:
@diegocaro
@nodexl
@thirda
@jminguillona
@silviamajo
@leoferres
@uocuniversity
@mtizzoni
@uoc_research
@ezagheni

Top Tweeters in G3:
@dan_p_simpson
@kwelle
@mstrohm
@gesis_org
@clauwa
@tahayasseri
@icwsm
@sageoceantweets
@mona_sloane
@emrek

Top Tweeters in G4:
@eredmil1
@sgonzalezbailon
@jurgenpfeffer
@hossein_kermani
@nekozzang
@fbenevenuto
@s
@west_ko
@co_inform
@juhi153

Top Tweeters in G5:
@cbpuschmann
@bagss5
@franloew
@c_schwemmer
@trovdimi
@fmerhout
@jcleschke
@paminanoack
@dataminertum7
@otto_friedrich

Top Tweeters in G6:
@elisab79
@isabellevdv
@know_center
@dkowald1
@afelproject
@benkleinberg
@justin_ct_ho
@euro_css
@maximilianmozes

Top Tweeters in G7:
@audiknut