icwsm, Twitter, 12/31/2018 2:02:14 PM, 180172


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icwsm_2018-12-31_05-59-43.xlsx
icwsm_2018-12-31_05-59-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2018
Short Description:
icwsm via NodeXL http://bit.ly/2Ti2Bp9
@chiclix
@icwsm
@cfiesler
@mimran15
@kwelle
@saiphcita
@tksakaki
@ifthedevilisix
@mtknnktm
@pushkalagarwa

Top hashtags:
#icwsm
#eurocss
#css
#sna
#icwsm2019
#nlproc
#bacon
#trolls
#bots
#misinformation

Description:
Description
The graph represents a network of 354 Twitter users whose tweets in the requested range contained "icwsm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 31 December 2018 at 13:59 UTC.

The requested start date was Monday, 31 December 2018 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 88-day, 21-hour, 55-minute period from Monday, 01 October 2018 at 22:52 UTC to Saturday, 29 December 2018 at 20:48 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 : 354
Unique Edges : 369
Edges With Duplicates : 22
Total Edges : 391
Number of Edge Types : 3
Tweet : 26
Mentions : 329
Replies to : 36
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.0289855072463768
Reciprocated Edge Ratio : 0.0563380281690141
Connected Components : 49
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 170
Maximum Edges in a Connected Component : 170
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.992756
Graph Density : 0.00284086362254125
Modularity : 0.704569
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] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[3] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM13/paper/viewFile/6093/6350
[3] http://www.cs.jhu.edu/~mpaul/files/2011.icwsm.twitter_health.pdf
[3] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13080/12826
[3] http://cond.org/csrankings/
[2] https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15587
[2] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13080
[2] http://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[2] https://freedom-to-tinker.com/2017/11/15/no-boundaries-exfiltration-of-personal-data-by-session-replay-scripts/
[2] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM10/paper/viewFile/1441/1852

Top URLs in Tweet in G1:
[1] https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15665

Top URLs in Tweet in G2:
[2] https://seclab.bu.edu/people/gianluca/papers/pirates-ICWSM2018.pdf
[1] https://arxiv.org/pdf/1805.00713.pdf
[1] https://www.icwsm.org/2019/submitting/tutorials/
[1] https://www.icwsm.org/2019/submitting/call-for-papers/

Top URLs in Tweet in G3:
[2] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM10/paper/viewFile/1441/1852
[2] http://www.cs.jhu.edu/~mpaul/files/2011.icwsm.twitter_health.pdf
[1] https://www.slideshare.net/pj_webster/webster-icwsm-v2-0
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/viewFile/8066/8104
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17878
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13026
[1] http://bestpornhub.download/?p=8828&hux=dV5ib7p&icwsm
[1] https://twitter.com/nlpmattg/status/1062844905909669889
[1] https://eforensicsmag.com/ela-photo-forensics/
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/download/13206/12860

Top URLs in Tweet in G4:
[1] https://aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17870
[1] https://arxiv.org/abs/1806.00429

Top URLs in Tweet in G5:
[2] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[1] http://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[1] https://twitter.com/tracking_power/status/1056879644929126403
[1] http://faculty.washington.edu/kstarbi/Alt_Narratives_ICWSM17-CameraReady.pdf

Top URLs in Tweet in G6:
[3] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13080/12826
[2] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13080
[2] https://phys.org/news/2016-05-wake-up-german-twitter-users.html
[1] http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/download/13080/12826
[1] https://twitter.com/RASC_LPA/status/1064601251084558336

Top URLs in Tweet in G7:
[1] https://www.ucl.ac.uk/~ucfamus/papers/icwsm14_multiplex_fb.pdf
[1] https://twitter.com/alexvespi/status/1060923360308326400

Top URLs in Tweet in G8:
[2] https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15587
[1] https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15587/14817

Top URLs in Tweet in G9:
[1] https://medium.com/@cfiesler/reddit-rules-but-what-kinds-of-rules-are-on-reddit-3de22dabfa56

Top URLs in Tweet in G10:
[2] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[1] https://www.buzzfeednews.com/article/rosiegray/the-inside-story-of-one-websites-defense-of-assad
[1] https://www.minnpost.com/media/2015/11/mystery-mintpress-news/

Top Domains
Top Domains in Tweet in Entire Graph:
[27] aaai.org
[7] washington.edu
[6] twitter.com
[3] icwsm.org
[3] arxiv.org
[3] jhu.edu
[3] cond.org
[2] freedom-to-tinker.com
[2] phys.org
[2] youtube.com

Top Domains in Tweet in G1:
[1] aaai.org

Top Domains in Tweet in G2:
[2] icwsm.org
[2] bu.edu
[1] arxiv.org

Top Domains in Tweet in G3:
[8] aaai.org
[2] twitter.com
[2] jhu.edu
[1] slideshare.net
[1] bestpornhub.download
[1] eforensicsmag.com
[1] tandfonline.com
[1] icwsm.org

Top Domains in Tweet in G4:
[1] aaai.org
[1] arxiv.org

Top Domains in Tweet in G5:
[4] washington.edu
[1] twitter.com

Top Domains in Tweet in G6:
[6] aaai.org
[2] phys.org
[1] twitter.com

Top Domains in Tweet in G7:
[1] ac.uk
[1] twitter.com

Top Domains in Tweet in G8:
[3] aaai.org

Top Domains in Tweet in G9:
[1] medium.com

Top Domains in Tweet in G10:
[2] washington.edu
[1] buzzfeednews.com
[1] minnpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] icwsm
[3] eurocss
[3] css
[3] sna
[3] icwsm2019
[2] nlproc
[2] bacon
[1] trolls
[1] bots
[1] misinformation



Top Hashtags in Tweet in G2:
[5] icwsm
[3] eurocss
[3] css
[1] smem
[1] ai4good
[1] socialmedia
[1] bigdata
[1] sna
[1] netsci
[1] nlproc

Top Hashtags in Tweet in G3:
[1] nlproc

Top Hashtags in Tweet in G4:
[1] icwsm
[1] trolls
[1] bots
[1] misinformation

Top Words
Top Words in Tweet in Entire Graph:
[94] Words in Sentiment List#1: Positive
[221] Words in Sentiment List#2: Negative
[170] Words in Sentiment List#3: Angry/Violent
[6957] Non-categorized Words
[7272] Total Words
[340] 표현은
[340] 혐오발언으로
[171] et
[171] speech
[170] 인종차별적이거나

Top Words in Tweet in G1:
[340] 표현은
[340] 혐오발언으로
[170] 인종차별적이거나
[170] 호모포빅한
[170] 보지만
[170] 성차별적인
[170] 인정받지
[170] 못하고
[170] 그냥
[170] 좀

Top Words in Tweet in G2:
[24] icwsm
[8] 2019
[5] paper
[4] ezagheni
[4] june
[4] work
[3] kwelle
[3] awww
[3] presenting
[3] results

Top Words in Tweet in G3:
[15] cool
[8] ã
[6] media
[5] social
[5] twitter
[4] paper
[4] icwsm
[3] public
[3] 2018
[3] deadline

Top Words in Tweet in G4:
[7] paper
[5] icwsm
[4] review
[4] trolls
[3] andresmh
[3] michinebeling
[3] nkittur
[3] study
[3] deeply
[3] flawed

Top Words in Tweet in G5:
[3] katestarbird
[3] work
[2] blog
[2] based
[2] research
[2] dec
[2] jan
[2] paper
[2] recently
[2] accepted

Top Words in Tweet in G6:
[6] tschfflr
[6] twitter
[6] data
[6] social
[5] measuring
[5] jetlag
[4] https
[4] t
[4] co
[4] skyglowberlin

Top Words in Tweet in G7:
[5] explored
[5] problem
[5] measuring
[5] reconstructing
[5] relationships
[5] between
[5] offline
[5] colocation
[5] online
[5] fb

Top Words in Tweet in G8:
[3] online
[3] man
[3] bot
[2] datenklempner
[2] floriangallwitz
[2] bgebot
[2] zitatert
[2] tytycolocolina
[2] aus
[2] kann

Top Words in Tweet in G9:
[6] published
[5] working
[5] through
[5] backlog
[5] papers
[5] need
[5] blogged
[5] work
[5] aaroniidx
[5] whatknows

Top Words in Tweet in G10:
[4] report
[3] more
[3] responsible
[3] parties
[3] starbird's
[3] really
[3] helpful
[3] note
[3] max
[3] blumenthal's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[340] 표현은,혐오발언으로
[170] 인종차별적이거나,호모포빅한
[170] 호모포빅한,표현은
[170] 혐오발언으로,보지만
[170] 보지만,성차별적인
[170] 성차별적인,표현은
[170] 혐오발언으로,인정받지
[170] 인정받지,못하고
[170] 못하고,그냥
[170] 그냥,좀

Top Word Pairs in Tweet in G1:
[340] 표현은,혐오발언으로
[170] 인종차별적이거나,호모포빅한
[170] 호모포빅한,표현은
[170] 혐오발언으로,보지만
[170] 보지만,성차별적인
[170] 성차별적인,표현은
[170] 혐오발언으로,인정받지
[170] 인정받지,못하고
[170] 못하고,그냥
[170] 그냥,좀

Top Word Pairs in Tweet in G2:
[4] icwsm,2019
[4] june,2019
[3] awww,ezagheni
[3] ezagheni,presenting
[3] presenting,results
[3] results,eurocss
[3] eurocss,project
[3] project,started
[3] started,ideas
[3] ideas,coffebreak

Top Word Pairs in Tweet in G3:
[10] cool,cool
[5] social,media
[2] ã,ãƒ
[2] ã,ã
[2] interesting,paper
[2] paper,tweet
[2] tweet,analyzing
[2] analyzing,twitter
[2] twitter,public
[2] public,health

Top Word Pairs in Tweet in G4:
[3] michinebeling,nkittur
[3] nkittur,review
[3] review,study
[3] study,deeply
[3] deeply,flawed
[3] flawed,method
[3] method,narrative
[3] narrative,win
[3] win,best
[3] best,paper

Top Word Pairs in Tweet in G5:
[2] blog,based
[2] based,research
[2] research,dec
[2] dec,jan
[2] jan,paper
[2] paper,work
[2] work,recently
[2] recently,accepted
[2] accepted,icwsm
[2] icwsm,2017

Top Word Pairs in Tweet in G6:
[6] twitter,data
[5] measuring,social
[5] social,jetlag
[5] jetlag,twitter
[4] data,tschfflr
[4] https,t
[4] t,co
[2] tillroen,liked
[2] liked,paper
[2] paper,probably

Top Word Pairs in Tweet in G7:
[5] explored,problem
[5] problem,measuring
[5] measuring,reconstructing
[5] reconstructing,relationships
[5] relationships,between
[5] between,offline
[5] offline,colocation
[5] colocation,online
[5] online,fb
[4] mircomusolesi,explored

Top Word Pairs in Tweet in G8:
[2] datenklempner,floriangallwitz
[2] floriangallwitz,bgebot
[2] bgebot,zitatert
[2] zitatert,tytycolocolina
[2] online,human
[2] human,bot
[2] bot,interactions
[2] interactions,detection
[2] detection,estimation
[2] estimation,characterization

Top Word Pairs in Tweet in G9:
[5] working,through
[5] through,backlog
[5] backlog,published
[5] published,papers
[5] papers,need
[5] need,blogged
[5] blogged,work
[5] work,aaroniidx
[5] aaroniidx,whatknows
[4] cfiesler,working

Top Word Pairs in Tweet in G10:
[3] more,responsible
[3] responsible,parties
[3] parties,starbird's
[3] starbird's,report
[3] report,really
[3] really,helpful
[3] helpful,note
[3] note,max
[3] max,blumenthal's
[3] blumenthal's,grayzone

Top Replied-To
Top Replied-To in Entire Graph:
@tksakaki
@datenklempner
@vorkoz
@aquigley
@nlpado
@standaardtijd
@jessamyn
@kwelle
@j2bryson
@katypearce

Top Replied-To in G2:
@tksakaki
@kwelle
@icwsm
@toyodam
@mtknnktm

Top Replied-To in G4:
@jeffbigham
@michinebeling
@memyselfandhci
@andresmh

Top Replied-To in G5:
@leekern13
@gpiccolino83

Top Replied-To in G6:
@nlpado
@tillroen
@standaardtijd
@aasmorg

Top Replied-To in G8:
@datenklempner

Top Replied-To in G10:
@vorkoz

Top Mentioned
Top Mentioned in Entire Graph:
@chiclix
@icwsm
@tschfflr
@aaroniidx
@whatknows
@ezagheni
@cfiesler
@skyglowberlin
@jisunan
@mircomusolesi

Top Mentioned in G1:
@chiclix

Top Mentioned in G2:
@icwsm
@ezagheni
@tu_muenchen
@hfpmuenchen
@kwelle
@gesis_org
@jurgenpfeffer
@mimran15
@firojalam04
@ferdaofli

Top Mentioned in G4:
@nkittur
@andresmh
@michinebeling
@saviaga
@wslasecki
@pgbovine
@syardi
@annakasunic
@saiphcita
@jeffbigham

Top Mentioned in G5:
@katestarbird
@uklabour
@hatewatch
@splcenter
@newpoliticsmag
@a_m_dolan
@badly_xeroxed
@uobrissps

Top Mentioned in G6:
@tschfflr
@skyglowberlin
@johnbarentine
@tillroen

Top Mentioned in G7:
@mircomusolesi
@desi_hristova
@cecim

Top Mentioned in G8:
@floriangallwitz
@bgebot
@zitatert
@tytycolocolina

Top Mentioned in G9:
@aaroniidx
@whatknows
@cfiesler
@icwsm

Top Mentioned in G10:
@areidross
@charliearchy

Top Tweeters
Top Tweeters in Entire Graph:
@hokcenayeokcena
@ketaminh
@ruvyn
@lovetogive2
@tigris_master
@pfanderson
@lightspeeer
@djuna01
@mill_0
@ra42_

Top Tweeters in G1:
@hokcenayeokcena
@ruvyn
@tigris_master
@lightspeeer
@djuna01
@mill_0
@ra42_
@kaist455
@3fois1_o
@wildslug_ad

Top Tweeters in G2:
@mtknnktm
@tksakaki
@toyodam
@gianluca_string
@kwelle
@aksu360
@leoferres
@tori
@gesis_org
@edwardwood99

Top Tweeters in G3:
@pfanderson
@ceekz
@pdarbyshire
@toritorix
@nick_lalone
@pj_webster
@miz_oka
@joaoc2010
@skairam
@nalitano88

Top Tweeters in G4:
@jeffbigham
@pgbovine
@syardi
@andresmh
@edchi
@saiphcita
@wslasecki
@michinebeling
@saviaga
@acwio

Top Tweeters in G5:
@lovetogive2
@ifthedevilisix
@a_m_dolan
@splcenter
@uklabour
@katestarbird
@hatewatch
@badly_xeroxed
@gpiccolino83
@leekern13

Top Tweeters in G6:
@johnbarentine
@skyglowberlin
@rasc_lpa
@tschfflr
@aasmorg
@abl96
@standaardtijd
@tillroen
@nlpado

Top Tweeters in G7:
@alexvespi
@nickbearmanuk
@suneman
@mircomusolesi
@cecim
@gundogdudidem
@desi_hristova

Top Tweeters in G8:
@bgebot
@tytycolocolina
@zitatert
@aloa5
@floriangallwitz
@datenklempner

Top Tweeters in G9:
@digitalethics
@natematias
@profabartow
@cfiesler
@whatknows
@aaroniidx

Top Tweeters in G10:
@charliearchy
@edsudden
@kerim_kivrak
@areidross
@vorkoz


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