icwsm, Twitter, 9/20/2020 10:43:14 PM, 235539


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icwsm_2020-09-20_15-15-01.xlsx
icwsm_2020-09-20_15-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2020
Short Description:
icwsm via NodeXL https://bit.ly/3hOAB8z
@icwsm
@docassar
@jurgenpfeffer
@syardi
@kourtellis
@manoelribeiro
@kerstingaiml
@jasonnurse
@saiphcita
@acfou

Top hashtags:
#icwsm
#sunbelt2020
#ai
#the_donald
#icwsm2021
#icwsm2020
#aaai
#cysoc2020
#関西学院大学
#softeng

Description:
Description
The graph represents a network of 328 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 Sunday, 20 September 2020 at 22:15 UTC.

The requested start date was Sunday, 20 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 79-day, 18-hour, 22-minute period from Wednesday, 01 July 2020 at 00:03 UTC to Friday, 18 September 2020 at 18:25 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 : 328
Unique Edges : 337
Edges With Duplicates : 410
Total Edges : 747
Number of Edge Types : 5
Retweet : 170
MentionsInRetweet : 332
Mentions : 176
Replies to : 38
Tweet : 31
Self-Loops : 33
Reciprocated Vertex Pair Ratio : 0.0526315789473684
Reciprocated Edge Ratio : 0.1
Connected Components : 46
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 156
Maximum Edges in a Connected Component : 437
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.088041
Graph Density : 0.00466174386514507
Modularity : 0.548289
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 328 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 Sunday, 20 September 2020 at 22:15 UTC.

The requested start date was Sunday, 20 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 79-day, 18-hour, 22-minute period from Wednesday, 01 July 2020 at 00:03 UTC to Friday, 18 September 2020 at 18:25 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : icwsm
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] http://workshop-proceedings.icwsm.org/pdf/2020_04.pdf
[4] https://zenodo.org/record/3779157
[3] http://workshop-proceedings.icwsm.org/abstract?id=2020_04&linkId=95681282
[3] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[3] http://soc-research.org/ja/rinko2020-4/
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3650585
[2] https://ic2s2.pathable.co/meetings/c5ptQWknnetQgdq9m
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235141
[2] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3239/3107
[2] https://arcticpenguin.files.wordpress.com/2010/01/2017-icwsm-designingforsocialsupport.pdf

Top URLs in Tweet in G1:
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3650585
[2] https://ic2s2.pathable.co/meetings/c5ptQWknnetQgdq9m
[1] https://icwsm.org/
[1] https://twitter.com/icwsm/status/1306855361777987584
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM10/paper/view/1538
[1] https://ic2s2.pathable.co/meetings/npTQYDjzdrhmo3psi
[1] https://new.precisionconference.com/user/login?society=aaai
[1] https://ic2s2.pathable.co/meetings/H4st4ncL8gqRcYBex
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/7323
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/7279

Top URLs in Tweet in G2:
[3] https://zenodo.org/record/3779157
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235141
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229681
[1] http://workshop-proceedings.icwsm.org/abstract?id=2020_10
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/download/7320/7174/
[1] https://twitter.com/ivan_palcar/status/1299289544135790594
[1] https://arxiv.org/abs/2001.07600
[1] https://twitter.com/manoelribeiro/status/1262710117490974721
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231113
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234565

Top URLs in Tweet in G3:
[2] http://workshop-proceedings.icwsm.org/pdf/2020_04.pdf
[1] http://workshop-proceedings.icwsm.org/abstract?id=2020_04&linkId=95681282

Top URLs in Tweet in G4:
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/7297
[1] https://causalinference.gitlab.io/icwsm-tutorial/
[1] https://twitter.com/wikiresearch/status/851754464625274880?s=21
[1] https://twitter.com/wikiresearch/status/851754464625274880
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/download/7323/7177
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/7282
[1] http://workshop-proceedings.icwsm.org/abstract?id=2020_04&linkId=95681282
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/7304/7158
[1] https://twitter.com/DADD_project/status/1292767479014600705
[1] http://workshop-proceedings.icwsm.org/pdf/2020_04.pdf

Top URLs in Tweet in G5:
[1] https://reallifemag.com/the-algorithmic-colonization-of-africa/
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/viewPaper/17902
[1] https://journals.sagepub.com/doi/full/10.1177/1461444820913122?cookieSet=1

Top URLs in Tweet in G6:
[1] https://arxiv.org/abs/1806.00429
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/download/17877/16999
[1] https://twitter.com/saiphcita/status/976828221177114624
[1] https://zenodo.org/record/3779157

Top URLs in Tweet in G8:
[2] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3239/3107

Top URLs in Tweet in G10:
[3] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[31] aaai.org
[16] twitter.com
[14] icwsm.org
[7] nodexlgraphgallery.org
[5] arxiv.org
[4] pathable.co
[4] zenodo.org
[4] soc-research.org
[3] washington.edu
[2] precisionconference.com

Top Domains in Tweet in G1:
[4] twitter.com
[4] aaai.org
[4] pathable.co
[2] ssrn.com
[2] precisionconference.com
[2] arxiv.org
[1] icwsm.org
[1] ac.uk
[1] facebook.com
[1] fb.com

Top Domains in Tweet in G2:
[7] nodexlgraphgallery.org
[4] twitter.com
[3] zenodo.org
[2] icwsm.org
[2] aaai.org
[1] arxiv.org
[1] osf.io

Top Domains in Tweet in G3:
[3] icwsm.org

Top Domains in Tweet in G4:
[7] aaai.org
[3] twitter.com
[3] icwsm.org
[1] gitlab.io
[1] atspotify.com

Top Domains in Tweet in G5:
[1] reallifemag.com
[1] aaai.org
[1] sagepub.com

Top Domains in Tweet in G6:
[1] arxiv.org
[1] aaai.org
[1] twitter.com
[1] zenodo.org

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

Top Domains in Tweet in G10:
[3] washington.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] icwsm
[17] sunbelt2020
[11] ai
[9] the_donald
[8] icwsm2021
[7] icwsm2020
[6] aaai
[6] cysoc2020
[6] 関西学院大学
[5] softeng



Top Hashtags in Tweet in G1:
[21] icwsm
[14] sunbelt2020
[6] aaai
[3] icwsm2021
[1] web
[1] socialmedia
[1] ai
[1] ml
[1] computational
[1] socialscience

Top Hashtags in Tweet in G2:
[6] cysoc2020
[5] icwsm
[5] icwsm2021
[5] icwsm2020
[5] neco2020
[4] cybersocialthreats
[4] the_donald
[3] sunbelt2020
[3] ai
[3] 関西学院大学

Top Hashtags in Tweet in G4:
[2] icwsm2020
[1] causalinference
[1] socialscience
[1] sigir2020

Top Hashtags in Tweet in G5:
[1] cscw2020
[1] chi2020
[1] icwsm

Top Hashtags in Tweet in G6:
[5] the_donald
[3] icwsm
[1] icwsm2018

Top Hashtags in Tweet in G9:
[7] ai

Top Words
Top Words in Tweet in Entire Graph:
[113] icwsm
[80] emoji
[78] paper
[39] sentiment
[37] social
[36] #icwsm
[36] googledesign
[36] compared
[36] associated
[36] 45

Top Words in Tweet in G1:
[56] icwsm
[28] dear
[27] paper
[22] september
[21] social
[21] #icwsm
[18] media
[17] announce
[17] cerenbudak
[17] accepted

Top Words in Tweet in G2:
[25] icwsm
[15] paper
[11] folks
[10] manoelribeiro
[8] work
[8] part
[8] nodexl
[8] evolution
[8] manosphere
[7] kourtellis

Top Words in Tweet in G3:
[68] emoji
[35] googledesign
[34] love
[34] google's
[34] jenniferdaniel
[34] ashley
[34] shurick
[34] compared
[34] sentiment
[34] associated

Top Words in Tweet in G4:
[7] paper
[4] social
[4] media
[3] one
[3] icwsm
[3] toxicity
[3] data
[3] local
[3] music
[2] read

Top Words in Tweet in G5:
[10] tech
[8] syardi
[5] thoughtful
[5] accessible
[5] good
[5] undergrad
[5] courses
[5] article
[5] abebab
[5] faculty

Top Words in Tweet in G6:
[12] icwsm
[12] political
[12] saiphcita
[10] trolls
[8] mobilize
[8] saviaga
[7] data
[7] research
[6] use
[6] paper

Top Words in Tweet in G8:
[10] h_tejas
[10] rmantha2
[8] thaiyaan
[6] study
[6] scrapped
[6] matrimonial
[6] sites
[6] tech
[6] savvy
[6] internet

Top Words in Tweet in G9:
[8] conventions
[7] moral
[7] orders
[7] field
[7] #ai
[7] text
[7] classification
[7] economics
[7] convention
[7] shows

Top Words in Tweet in G10:
[2] mollistan
[2] one
[2] jeffrey
[2] st
[2] clair
[2] written
[2] mintpressnews
[2] mpn
[2] website
[2] specializing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[36] compared,sentiment
[36] sentiment,associated
[36] associated,45
[36] 45,emoji
[34] love,emoji
[34] google's,jenniferdaniel
[34] jenniferdaniel,ashley
[34] ashley,shurick
[34] shurick,compared
[33] googledesign,love

Top Word Pairs in Tweet in G1:
[18] social,media
[14] dear,virtual
[14] virtual,#sunbelt2020
[14] #sunbelt2020,#icwsm
[14] #icwsm,2020
[14] 2020,participants
[14] participants,dear
[14] dear,people
[14] people,afford
[14] afford,participate

Top Word Pairs in Tweet in G2:
[8] nodexl,icwsm
[8] paper,evolution
[8] evolution,manosphere
[7] icwsm,nodexl
[6] coming,back
[6] back,vacations
[6] vacations,great
[6] great,news
[6] news,idramalab
[6] idramalab,folks

Top Word Pairs in Tweet in G3:
[34] love,emoji
[34] google's,jenniferdaniel
[34] jenniferdaniel,ashley
[34] ashley,shurick
[34] shurick,compared
[34] compared,sentiment
[34] sentiment,associated
[34] associated,45
[34] 45,emoji
[33] googledesign,love

Top Word Pairs in Tweet in G4:
[4] social,media
[2] #icwsm2020,paper
[2] emoji,sentiment
[2] sentiment,vendors
[2] interesting,paper
[2] local,music

Top Word Pairs in Tweet in G5:
[5] thoughtful,accessible
[5] accessible,good
[5] good,undergrad
[5] undergrad,tech
[5] tech,courses
[5] courses,article
[5] article,abebab
[5] abebab,faculty
[5] faculty,reforming
[5] here's,articles

Top Word Pairs in Tweet in G6:
[10] political,trolls
[5] strategies,political
[5] trolls,use
[5] use,mobilize
[5] mobilize,citizens
[5] citizens,agenda
[5] agenda,icwsm
[5] icwsm,data
[5] data,analysis
[5] analysis,16

Top Word Pairs in Tweet in G8:
[10] h_tejas,rmantha2
[8] thaiyaan,h_tejas
[6] rmantha2,study
[6] study,scrapped
[6] scrapped,matrimonial
[6] matrimonial,sites
[6] sites,tech
[6] tech,savvy
[6] savvy,internet
[6] internet,people

Top Word Pairs in Tweet in G9:
[7] conventions,moral
[7] moral,orders
[7] orders,field
[7] field,#ai
[7] #ai,text
[7] text,classification
[7] classification,economics
[7] economics,convention
[7] convention,shows
[6] kerstingaiml,conventions

Top Word Pairs in Tweet in G10:
[2] mollistan,one
[2] one,jeffrey
[2] jeffrey,st
[2] st,clair
[2] clair,written
[2] written,mintpressnews
[2] mintpressnews,mpn
[2] mpn,website
[2] website,specializing
[2] specializing,propaganda

Top Replied-To
Top Replied-To in Entire Graph:
@cerenbudak
@icwsm
@h_tejas
@asarin
@arilewine
@bkadams
@snchancellor
@nkrishnaswami
@taledavood
@williamwangnlp

Top Replied-To in G1:
@cerenbudak
@arilewine
@icwsm
@taledavood
@williamwangnlp
@jurgenpfeffer

Top Replied-To in G2:
@sanjrockz
@arthur_spirling

Top Replied-To in G6:
@imjuhokim

Top Replied-To in G7:
@nataliabielova

Top Replied-To in G8:
@h_tejas

Top Replied-To in G10:
@realalexrubi
@mollistan
@wokyleeks

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@googledesign
@jenniferdaniel
@google
@jurgenpfeffer
@cerenbudak
@saiphcita
@syardi
@jasonnurse
@manoelribeiro

Top Mentioned in G1:
@icwsm
@cerenbudak
@jurgenpfeffer
@jasonnurse
@words_life
@unikent
@lia_bozarth
@kareem2darwish
@arilewine
@r_ashwin

Top Mentioned in G2:
@icwsm
@manoelribeiro
@kourtellis
@idramalab
@informor
@ugurkursuncu
@uniauniversidad
@jurgenpfeffer
@nouraaljizawi
@gvrkiran

Top Mentioned in G3:
@googledesign
@google
@jenniferdaniel

Top Mentioned in G5:
@syardi
@abebab
@linguangst
@lnakamur
@oliverhaimson
@clifflampe

Top Mentioned in G6:
@saiphcita
@saviaga
@bkeegan
@icwsm
@elaragon
@syardi
@gvrkiran

Top Mentioned in G7:
@real_or_random
@coolharsh55
@m42smith
@theofficialacm
@acm_ccs
@pet_symposium
@usenixsecurity
@ndsssymposium
@soupsconference

Top Mentioned in G8:
@rmantha2
@thaiyaan
@h_tejas

Top Mentioned in G9:
@kerstingaiml
@icwsm
@solansdavid
@chatox
@kkappler
@chtauchmann

Top Mentioned in G10:
@jenniferbart
@purplerainblue
@agraybee
@ifthedevilisix
@mollistan

Top Tweeters
Top Tweeters in Entire Graph:
@marciojmsilva
@auhsdbond
@mjoehlerich
@caboludwig
@stillawake
@fbwm8888
@asarin
@brooklynmarie
@akemasyraf
@alleygator

Top Tweeters in G1:
@brooklynmarie
@acfou
@mbellamybb
@susandhaas
@adamgdunn
@drdavidlroberts
@unikent
@mountainherder
@peterpur
@jasonnurse

Top Tweeters in G2:
@mjoehlerich
@wired
@0xnikhilrathor
@blkhwk0ps
@epuujee
@shionguha
@ak1010
@nouraaljizawi
@gianluca_string
@citizenlab

Top Tweeters in G3:
@marciojmsilva
@akemasyraf
@pitrko
@google
@power4game
@mrcasals
@thecherifi
@9tsee
@httpsmargaux
@gabrielanri

Top Tweeters in G4:
@stillawake
@sukun_0
@natematias
@simonvlc
@readermeter
@shawnmjones
@jason_a_w
@aka
@akinunver
@macrotentional

Top Tweeters in G5:
@linguangst
@abebab
@syardi
@ryanjgallag
@courtneycogburn
@hfordsa
@clifflampe
@lnakamur
@jennaburrell
@oliverhaimson

Top Tweeters in G6:
@caboludwig
@alleygator
@bkeegan
@cescrodriguezch
@kaaya108
@saiphcita
@elaragon
@ampellgbtq
@imjuhokim
@civicunam

Top Tweeters in G7:
@theofficialacm
@nataliabielova
@real_or_random
@pet_symposium
@usenixsecurity
@coolharsh55
@acm_ccs
@emilianoucl
@m42smith
@ndsssymposium

Top Tweeters in G8:
@thaiyaan
@naveengmc
@elektrawintuor
@h_tejas
@rmantha2
@liberteequality
@guppystweet
@rational_vk
@happyoye
@anti_caste

Top Tweeters in G9:
@portela_man
@chatox
@kerstingaiml
@kkappler
@athenecenter
@fra_fabbri
@solansdavid
@chtauchmann

Top Tweeters in G10:
@auhsdbond
@wokyleeks
@agraybee
@ifthedevilisix
@realalexrubi
@purplerainblue
@mollistan
@jenniferbart


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