icwsm, Twitter, 9/13/2020 11:28:49 PM, 235141


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icwsm_2020-09-13_15-15-01.xlsx
icwsm_2020-09-13_15-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2020
Short Description:
icwsm via NodeXL https://bit.ly/3bVEN55
@icwsm
@docassar
@syardi
@jurgenpfeffer
@manoelribeiro
@kerstingaiml
@emojilingo4fun
@kourtellis
@saiphcita
@acfou

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 291 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, 13 September 2020 at 22:15 UTC.

The requested start date was Sunday, 13 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 72-day, 8-hour, 49-minute period from Wednesday, 01 July 2020 at 00:03 UTC to Friday, 11 September 2020 at 08:53 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 : 291
Unique Edges : 306
Edges With Duplicates : 311
Total Edges : 617
Number of Edge Types : 5
Mentions : 145
Retweet : 137
MentionsInRetweet : 273
Replies to : 35
Tweet : 27
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0.0462287104622871
Reciprocated Edge Ratio : 0.0883720930232558
Connected Components : 41
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 136
Maximum Edges in a Connected Component : 331
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.199174
Graph Density : 0.00509539044910534
Modularity : 0.584933
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 291 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, 13 September 2020 at 22:15 UTC.

The requested start date was Sunday, 13 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 72-day, 8-hour, 49-minute period from Wednesday, 01 July 2020 at 00:03 UTC to Friday, 11 September 2020 at 08:53 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://www.aaai.org/ojs/index.php/ICWSM/article/view/3239/3107
[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://ic2s2.pathable.co/meetings/c5ptQWknnetQgdq9m
[2] https://www.aaai.org/ojs/index.php/ICWSM/article/download/7323/7177

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.facebook.com/careers/jobs/3201207859973107/
[1] https://research.fb.com/data
[1] https://twitter.com/crowdtangle/status/1289251683013337089
[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

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=234565
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231113
[1] https://arxiv.org/abs/2001.07600
[1] https://twitter.com/manoelribeiro/status/1262710117490974721
[1] https://twitter.com/manoelribeiro/status/1283490850685833223
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15630
[1] https://twitter.com/teramonagi/status/1293445266486386688
[1] https://osf.io/b3af9/

Top URLs in Tweet in G4:
[1] https://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/review_volunteering

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

Top URLs in Tweet in G9:
[2] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3239/3107

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

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

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

Top Domains in Tweet in G3:
[4] nodexlgraphgallery.org
[3] twitter.com
[3] zenodo.org
[1] arxiv.org
[1] aaai.org
[1] osf.io
[1] icwsm.org

Top Domains in Tweet in G4:
[1] precisionconference.com

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

Top Domains in Tweet in G6:
[6] aaai.org
[3] twitter.com
[2] icwsm.org
[1] gitlab.io

Top Domains in Tweet in G7:
[1] aaai.org
[1] twitter.com
[1] arxiv.org
[1] zenodo.org

Top Domains in Tweet in G9:
[2] aaai.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] icwsm
[15] sunbelt2020
[8] ai
[7] the_donald
[5] icwsm2021
[5] icwsm2020
[4] 関西学院大学
[3] cysoc2020
[3] neco2020
[2] dataispeople



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

Top Hashtags in Tweet in G3:
[3] icwsm
[3] icwsm2021
[3] icwsm2020
[3] cysoc2020
[3] neco2020
[2] the_donald
[2] dataispeople
[2] emoji2020
[1] sunbelt2020
[1] ai

Top Hashtags in Tweet in G4:
[12] sunbelt2020
[12] icwsm
[1] online

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

Top Hashtags in Tweet in G6:
[2] icwsm2020
[1] causalinference
[1] socialscience
[1] sigir2020

Top Hashtags in Tweet in G7:
[5] the_donald
[3] icwsm
[1] icwsm2018

Top Hashtags in Tweet in G10:
[7] ai

Top Words
Top Words in Tweet in Entire Graph:
[81] icwsm
[79] emoji
[71] 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
[12] social
[9] media
[8] 2021
[8] year
[7] today
[7] stances

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:
[16] icwsm
[15] paper
[11] folks
[8] evolution
[8] manosphere
[7] manoelribeiro
[6] informor
[6] coming
[6] back
[6] vacations

Top Words in Tweet in G4:
[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 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:
[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 G7:
[12] saiphcita
[12] icwsm
[12] political
[10] trolls
[8] saviaga
[8] mobilize
[7] data
[7] research
[6] paper
[6] use

Top Words in Tweet in G9:
[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 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:
[8] paper,evolution
[8] evolution,manosphere
[6] coming,back
[6] back,vacations
[6] vacations,great
[6] great,news
[6] news,idramalab
[6] idramalab,folks
[6] folks,paper
[5] nodexl,icwsm

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

Top Word Pairs in Tweet in G7:
[10] political,trolls
[5] coauthored,paper
[5] paper,#the_donald
[5] #the_donald,outstanding
[5] outstanding,saviaga
[5] saviaga,saiphcita
[5] saiphcita,icwsm
[5] icwsm,2018
[5] 2018,deep
[5] deep,dive

Top Word Pairs in Tweet in G9:
[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 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
@rmantha2
@thaiyaan
@h_tejas

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:
@icwsm
@manoelribeiro
@informor
@idramalab
@nouraaljizawi
@gvrkiran
@gianluca_string
@jhblackb
@cikm2020
@jurgenpfeffer

Top Mentioned in G4:
@jurgenpfeffer
@icwsm

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

Top Mentioned in G7:
@saiphcita
@saviaga
@icwsm
@bkeegan
@syardi
@elaragon
@gvrkiran

Top Mentioned in G8:
@real_or_random
@coolharsh55
@m42smith
@theofficialacm
@acm_ccs
@pet_symposium
@usenixsecurity
@ndsssymposium
@soupsconference

Top Mentioned in G9:
@rmantha2
@thaiyaan
@h_tejas

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
@hkingaby
@munmun10

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:
@susandhaas
@peterpur
@adrixan
@kerstinsailer
@arkaitz
@inorman55
@lista_redes
@mathislohaus
@alethioguy
@jurgenpfeffer

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

Top Tweeters in G6:
@sukun_0
@readermeter
@shawnmjones
@aka
@jason_a_w
@akinunver
@macrotentional
@libbyh
@tomantonis
@mubyzal

Top Tweeters in G7:
@caboludwig
@alleygator
@bkeegan
@cescrodriguezch
@kaaya108
@saiphcita
@elaragon
@ampellgbtq
@imjuhokim
@civicunam

Top Tweeters in G8:
@theofficialacm
@nataliabielova
@real_or_random
@pet_symposium
@usenixsecurity
@coolharsh55
@acm_ccs
@emilianoucl
@m42smith
@ndsssymposium

Top Tweeters in G9:
@thaiyaan
@naveengmc
@elektrawintuor
@h_tejas
@rmantha2
@liberteequality
@guppystweet
@rational_vk
@happyoye
@anti_caste

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