icwsm, Twitter, 9/6/2020 10:25:52 PM, 234565


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icwsm_2020-09-06_15-07-14.xlsx
icwsm_2020-09-06_15-07-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2020
Short Description:
icwsm via NodeXL https://bit.ly/2R7hxHn
@icwsm
@manoelribeiro
@bkeegan
@jurgenpfeffer
@syardi
@docassar
@kerstingaiml
@encase_h2020
@emojilingo4fun
@kourtellis

Top hashtags:
#icwsm
#sunbelt2020
#ai
#the_donald
#icwsm2021
#icwsm2020
#関西学院大学
#cysoc2020
#neco2020

Description:
Description
The graph represents a network of 265 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, 06 September 2020 at 22:07 UTC.

The requested start date was Sunday, 06 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 66-day, 17-hour, 28-minute period from Wednesday, 01 July 2020 at 00:03 UTC to Saturday, 05 September 2020 at 17:31 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 : 265
Unique Edges : 273
Edges With Duplicates : 279
Total Edges : 552
Number of Edge Types : 5
Replies to : 31
Mentions : 122
Retweet : 127
MentionsInRetweet : 246
Tweet : 26
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.0493150684931507
Reciprocated Edge Ratio : 0.0939947780678851
Connected Components : 38
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 135
Maximum Edges in a Connected Component : 315
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.505857
Graph Density : 0.00547455688965123
Modularity : 0.580865
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 265 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, 06 September 2020 at 22:07 UTC.

The requested start date was Sunday, 06 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 66-day, 17-hour, 28-minute period from Wednesday, 01 July 2020 at 00:03 UTC to Saturday, 05 September 2020 at 17:31 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] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[3] http://soc-research.org/ja/rinko2020-4/
[2] https://arcticpenguin.files.wordpress.com/2010/01/2017-icwsm-designingforsocialsupport.pdf
[2] http://workshop-proceedings.icwsm.org/abstract?id=2020_04&linkId=95681282
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3650585
[2] https://www.aaai.org/ojs/index.php/ICWSM/article/download/7323/7177
[2] https://aaai.org/ojs/index.php/ICWSM/article/view/7311/7165
[2] https://ic2s2.pathable.co/meetings/c5ptQWknnetQgdq9m

Top URLs in Tweet in G1:
[2] https://ic2s2.pathable.co/meetings/c5ptQWknnetQgdq9m
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3650585
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM10/paper/view/1538
[1] https://www.linkedin.com/slink?code=d8yxx4V
[1] https://arxiv.org/abs/2005.09649
[1] https://arxiv.org/pdf/2008.02754.pdf
[1] https://github.com/xfold/LanguageBiasesInReddit
[1] https://research.fb.com/data
[1] https://twitter.com/crowdtangle/status/1289251683013337089
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/7279

Top URLs in Tweet in G2:
[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 G3:
[3] https://zenodo.org/record/3779157
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229681
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231113
[1] https://twitter.com/teramonagi/status/1293445266486386688
[1] https://twitter.com/manoelribeiro/status/1283490850685833223
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15630
[1] http://workshop-proceedings.icwsm.org/pdf/2020_17.pdf

Top URLs in Tweet in G4:
[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://osf.io/b3af9/

Top URLs in Tweet in G6:
[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 G7:
[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 G8:
[1] https://arxiv.org/abs/1806.00429
[1] https://zenodo.org/record/3779157
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/download/17877/16999
[1] https://twitter.com/saiphcita/status/976828221177114624

Top URLs in Tweet in G9:
[3] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf

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

Top Domains in Tweet in G1:
[4] aaai.org
[4] pathable.co
[2] arxiv.org
[2] twitter.com
[2] ssrn.com
[1] linkedin.com
[1] github.com
[1] fb.com
[1] chilconference.org
[1] osu.edu

Top Domains in Tweet in G2:
[3] icwsm.org

Top Domains in Tweet in G3:
[3] nodexlgraphgallery.org
[3] zenodo.org
[2] twitter.com
[1] aaai.org
[1] icwsm.org

Top Domains in Tweet in G4:
[2] twitter.com
[1] aaai.org
[1] arxiv.org
[1] osf.io

Top Domains in Tweet in G6:
[1] reallifemag.com
[1] aaai.org
[1] sagepub.com

Top Domains in Tweet in G7:
[6] aaai.org
[3] twitter.com
[2] icwsm.org
[1] gitlab.io

Top Domains in Tweet in G8:
[1] arxiv.org
[1] zenodo.org
[1] aaai.org
[1] twitter.com

Top Domains in Tweet in G9:
[3] washington.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] icwsm
[14] sunbelt2020
[7] ai
[6] the_donald
[4] icwsm2021
[4] icwsm2020
[3] 関西学院大学
[2] cysoc2020
[2] neco2020
[2] dataispeople



Top Hashtags in Tweet in G1:
[2] icwsm2021
[2] sunbelt2020
[2] icwsm
[1] computationalsocialscience
[1] ic2s2
[1] misinformation
[1] fakenews
[1] machinelearning
[1] graphembedding

Top Hashtags in Tweet in G3:
[2] icwsm2020
[2] icwsm
[2] cysoc2020
[2] neco2020
[2] icwsm2021
[2] dataispeople
[2] emoji2020
[1] the_donald
[1] covid19
[1] cikm2020

Top Hashtags in Tweet in G5:
[12] sunbelt2020
[12] icwsm
[1] online

Top Hashtags in Tweet in G6:
[1] cscw2020
[1] chi2020
[1] icwsm

Top Hashtags in Tweet in G7:
[2] icwsm2020
[1] causalinference
[1] socialscience
[1] sigir2020

Top Hashtags in Tweet in G8:
[5] the_donald
[3] icwsm
[1] icwsm2018

Top Hashtags in Tweet in G10:
[7] ai

Top Words
Top Words in Tweet in Entire Graph:
[79] emoji
[77] icwsm
[70] paper
[39] sentiment
[36] googledesign
[36] compared
[36] associated
[36] 45
[35] love
[34] google's

Top Words in Tweet in G1:
[34] icwsm
[29] paper
[19] accepted
[13] news
[10] social
[9] media
[8] year
[7] today
[7] stances
[7] embeddings

Top Words in Tweet in G2:
[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 G3:
[10] icwsm
[6] informor
[5] nouraaljizawi
[5] gvrkiran
[5] paper
[5] data
[5] nlp
[5] social
[5] computing
[5] folks

Top Words in Tweet in G4:
[10] paper
[7] evolution
[7] manosphere
[6] coming
[6] back
[6] vacations
[6] great
[6] news
[6] idramalab
[6] folks

Top Words in Tweet in G5:
[24] dear
[12] jurgenpfeffer
[12] virtual
[12] #sunbelt2020
[12] #icwsm
[12] 2020
[12] participants
[12] people
[12] afford
[12] participate

Top Words in Tweet in G6:
[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 G7:
[6] paper
[3] social
[3] media
[3] one
[3] icwsm
[3] toxicity
[3] data
[2] read
[2] #icwsm2020
[2] two

Top Words in Tweet in G8:
[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 G9:
[2] mollistan
[2] one
[2] jeffrey
[2] st
[2] clair
[2] written
[2] mintpressnews
[2] mpn
[2] website
[2] specializing

Top Words in Tweet in G10:
[8] conventions
[7] moral
[7] orders
[7] field
[7] #ai
[7] text
[7] classification
[7] economics
[7] convention
[7] shows

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:
[9] social,media
[8] accepted,icwsm
[7] paper,accepted
[7] accepted,next
[7] next,year
[7] year,icwsm
[7] icwsm,understanding
[7] understanding,effects
[7] effects,editing
[7] editing,news

Top Word Pairs in Tweet in G2:
[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 G3:
[5] nlp,social
[5] social,computing
[5] computing,folks
[5] folks,anyone
[5] anyone,know
[5] know,good
[5] good,datasets
[5] datasets,human
[5] human,profile
[5] profile,description

Top Word Pairs in Tweet in G4:
[7] paper,evolution
[7] evolution,manosphere
[6] coming,back
[6] back,vacations
[6] vacations,great
[6] great,news
[6] news,idramalab
[6] idramalab,folks
[6] folks,paper
[5] manoelribeiro,coming

Top Word Pairs in Tweet in G5:
[12] dear,virtual
[12] virtual,#sunbelt2020
[12] #sunbelt2020,#icwsm
[12] #icwsm,2020
[12] 2020,participants
[12] participants,dear
[12] dear,people
[12] people,afford
[12] afford,participate
[11] jurgenpfeffer,dear

Top Word Pairs in Tweet in G6:
[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 G7:
[3] social,media
[2] #icwsm2020,paper
[2] emoji,sentiment
[2] sentiment,vendors
[2] interesting,paper

Top Word Pairs in Tweet in G8:
[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 G9:
[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 Word Pairs in Tweet in G10:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@googledesign
@google
@jenniferdaniel
@jurgenpfeffer
@saiphcita
@syardi
@saviaga
@kerstingaiml
@spotifyresearch

Top Mentioned in G1:
@icwsm
@words_life
@kareem2darwish
@lia_bozarth
@cerenbudak
@arilewine
@jurgenpfeffer
@r_ashwin
@presnick
@vagelispapalex

Top Mentioned in G2:
@googledesign
@google
@jenniferdaniel

Top Mentioned in G3:
@informor
@nouraaljizawi
@gvrkiran
@icwsm
@jhblackb
@cikm2020
@gianluca_string
@keiichi_ochiai
@ugurkursuncu
@abulkhaezuran

Top Mentioned in G4:
@idramalab
@manoelribeiro
@uniauniversidad
@kourtellis
@icwsm
@tefresearch
@encase_h2020
@concordiah2020
@cerenbudak
@lia_bozarth

Top Mentioned in G5:
@jurgenpfeffer

Top Mentioned in G6:
@syardi
@abebab
@linguangst
@lnakamur
@oliverhaimson
@clifflampe

Top Mentioned in G8:
@saiphcita
@saviaga
@bkeegan
@icwsm
@elaragon
@gvrkiran
@syardi

Top Mentioned in G9:
@jenniferbart
@purplerainblue
@agraybee
@ifthedevilisix
@mollistan

Top Mentioned in G10:
@kerstingaiml
@icwsm
@solansdavid
@chatox
@kkappler
@chtauchmann

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

Top Tweeters in G1:
@brooklynmarie
@acfou
@adamgdunn
@haewoon
@nandoodles
@ajungherr
@catthekin
@ammarrashed_mb
@munmun10
@hkingaby

Top Tweeters in G2:
@marciojmsilva
@akemasyraf
@pitrko
@google
@power4game
@mrcasals
@thecherifi
@9tsee
@httpsmargaux
@gabrielanri

Top Tweeters in G3:
@mjoehlerich
@0xnikhilrathor
@epuujee
@shionguha
@ak1010
@nouraaljizawi
@gianluca_string
@citizenlab
@nodexl
@jwkritchie

Top Tweeters in G4:
@blkhwk0ps
@uniauniversidad
@arthur_spirling
@ivan_palcar
@efilakka
@kmmunger
@manoelribeiro
@zacharyst
@kenbenoit
@concordiah2020

Top Tweeters in G5:
@susandhaas
@peterpur
@adrixan
@kerstinsailer
@arkaitz
@inorman55
@lista_redes
@mathislohaus
@alethioguy
@jurgenpfeffer

Top Tweeters in G6:
@linguangst
@abebab
@syardi
@ryanjgallag
@courtneycogburn
@hfordsa
@clifflampe
@lnakamur
@jennaburrell
@oliverhaimson

Top Tweeters in G7:
@sukun_0
@readermeter
@shawnmjones
@aka
@jason_a_w
@akinunver
@macrotentional
@libbyh
@tomantonis
@mubyzal

Top Tweeters in G8:
@caboludwig
@alleygator
@bkeegan
@cescrodriguezch
@kaaya108
@saiphcita
@elaragon
@ampellgbtq
@imjuhokim
@civicunam

Top Tweeters in G9:
@auhsdbond
@wokyleeks
@agraybee
@ifthedevilisix
@realalexrubi
@purplerainblue
@mollistan
@jenniferbart

Top Tweeters in G10:
@portela_man
@chatox
@kerstingaiml
@kkappler
@athenecenter
@fra_fabbri
@solansdavid
@chtauchmann


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