icwsm, Twitter, 9/18/2022 1:17:42 AM, 281995


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icwsm_2022-09-17_17-41-45.xlsx
icwsm_2022-09-17_17-41-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2022
Short Description:
icwsm via NodeXL https://bit.ly/3Bs107K
@icwsm
@manoelribeiro
@hanlinliii
@bfelbo
@codinghorror
@mai_elsherief
@laurenfratamico
@tomstafford
@marianneaubin
@feedkoko

Top hashtags:
#icwsm2022
#icwsm
#icwsm22
#neatclass
#cysoc2022
#icwsm_reading
#dei
#diversity
#nlp

Description:
Description
The graph represents a network of 1,103 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, 18 September 2022 at 00:43 UTC.

The requested start date was Sunday, 18 September 2022 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 106-day, 3-hour, 32-minute period from Wednesday, 01 June 2022 at 09:28 UTC to Thursday, 15 September 2022 at 13:00 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 : 1103
Unique Edges : 1641
Edges With Duplicates : 3079
Total Edges : 4720
Number of Edge Types : 5
Retweet : 1041
MentionsInRetweet : 2181
Mentions : 1130
Replies to : 199
Tweet : 169
Self-Loops : 176
Reciprocated Vertex Pair Ratio : 0.114168377823409
Reciprocated Edge Ratio : 0.204939181717656
Connected Components : 78
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 881
Maximum Edges in a Connected Component : 4385
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.486241
Graph Density : 0.00223199227317677
Modularity : 0.37731
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,103 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, 18 September 2022 at 00:43 UTC.

The requested start date was Sunday, 18 September 2022 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 106-day, 3-hour, 32-minute period from Wednesday, 01 June 2022 at 09:28 UTC to Thursday, 15 September 2022 at 13:00 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:
[67] https://ojs.aaai.org/index.php/ICWSM/article/view/19308/19080
[12] https://twitter.com/icwsm/status/1535023098474516498
[11] https://ojs.aaai.org/index.php/ICWSM/article/view/19292
[8] https://ojs.aaai.org/index.php/ICWSM/article/view/18075
[7] https://ojs.aaai.org/index.php/ICWSM/article/download/19370/19142
[6] https://arxiv.org/abs/2209.02022
[6] https://aclanthology.org/2022.privatenlp-1.2/
[6] https://twitter.com/icwsm/status/1535023525177999360
[6] https://livehoods.org/
[6] https://arxiv.org/abs/2203.16762

Top URLs in Tweet in G1:
[4] https://twitter.com/icwsm/status/1535023098474516498
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/19291
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/19352
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/19318/19090
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/19318
[2] https://twitter.com/galenweld/status/1526309379892318208
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/19290
[2] https://livehoods.org/
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/19308/19080
[1] https://twitter.com/icwsm/status/1535023525177999360

Top URLs in Tweet in G2:
[4] https://workshop-proceedings.icwsm.org/index.php?year=2022
[3] https://livehoods.org/
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/19297
[3] https://faculty.cc.gatech.edu/~srijan/pubs/lang-disparity-icwsm2022.pdf
[2] https://twitter.com/JurgenPfeffer/status/1532428435246698496
[2] https://underline.io/events/291/reception
[2] https://twitter.com/icwsm/status/1567865259976785920
[2] https://research.facebook.com/blog/2022/7/post-approvals-in-online-communities/
[2] https://twitter.com/icwsm/status/1535023525177999360
[2] https://arxiv.org/abs/2205.09744

Top URLs in Tweet in G3:
[6] https://ojs.aaai.org/index.php/ICWSM/article/view/18075
[4] https://arxiv.org/abs/2110.12296
[3] https://underline.io/events/291/reception
[3] https://osome.iu.edu/tools
[3] https://arxiv.org/pdf/2207.13658.pdf
[1] https://twitter.com/IRIS_Academic/status/1531587205122166784
[1] https://www.irisacademic.org/9585/16th-international-aaai-conference-on-web-and-social-media-icwsm/
[1] https://twitter.com/IRIS_Academic/status/1529795407525691392
[1] https://twitter.com/Fra_Fabbri/status/1471446217116643328
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/19284

Top URLs in Tweet in G4:
[6] https://arxiv.org/abs/2203.16762
[3] https://twitter.com/icwsm/status/1535023525177999360
[3] https://twitter.com/icwsm/status/1534598239504191496
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/19304
[1] http://www.dcs.gla.ac.uk/socinfo2022/papers.html
[1] https://twitter.com/socinfo22/status/1549452926229299201
[1] https://arxiv.org/pdf/2110.15726.pdf
[1] https://twitter.com/icwsm/status/1535023098474516498
[1] https://easychair.org/cfp/socinfo22
[1] http://dcs.gla.ac.uk/socinfo2022/

Top URLs in Tweet in G5:
[36] https://ojs.aaai.org/index.php/ICWSM/article/view/19308/19080

Top URLs in Tweet in G6:
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/19308/19080
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/19292
[2] https://twitter.com/icwsm/status/1535023098474516498
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/19308
[1] https://twitter.com/sangjungkim2/status/1533901402833096704
[1] https://twitter.com/shruti_ph/status/1518595735935422465
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/19372
[1] https://twitter.com/mlatgt/status/1533807865449922562
[1] https://twitter.com/icwsm/status/1534233726728536064
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/19269

Top URLs in Tweet in G7:
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/19315
[2] https://github.com/stechlab/local-news-dataset
[2] https://nickbeauchamp.com/work/beauchamp-candles-ICWSM.pdf
[1] http://nickbeauchamp.com/work/beauchamp-candles-ICWSM.pdf
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/19305
[1] https://share.streamlit.io/stechlab/local-news-website/main/app.py
[1] https://twitter.com/informor/status/1534192704938196993
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278105

Top URLs in Tweet in G9:
[1] https://ojs.aaai.org/index.php/ICWSM/article/download/19289/19061

Top URLs in Tweet in G10:
[1] https://twitter.com/YugeTen/status/1538873062631809029
[1] https://drive.google.com/file/d/12xSpAbAqxcDBUxlBtpPsJiAJIUgL9Cbb/view?utm_source=google
[1] https://workshop-proceedings.icwsm.org/pdf/2022_92.pdf
[1] https://twitter.com/chiyuzhang0851/status/1533599137295241216
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/19309/19081
[1] https://twitter.com/dilarakkl/status/1534143985631088642
[1] https://twitter.com/ChiyuZhang0851/status/1533599137295241216
[1] https://github.com/chiyuzhang94/PTSM
[1] https://neatclass-workshop.github.io/paper2/
[1] https://twitter.com/agostina_cal/status/1533791656117342209

Top Domains
Top Domains in Tweet in Entire Graph:
[258] aaai.org
[104] twitter.com
[48] arxiv.org
[28] icwsm.org
[11] github.io
[8] github.com
[6] aclanthology.org
[6] livehoods.org
[6] underline.io
[5] google.com

Top Domains in Tweet in G1:
[45] aaai.org
[20] twitter.com
[6] arxiv.org
[2] icwsm.org
[2] livehoods.org
[1] facebook.com
[1] uiowa.edu
[1] bertforhumanists.org
[1] google.com
[1] nytimes.com

Top Domains in Tweet in G2:
[29] aaai.org
[24] twitter.com
[10] icwsm.org
[5] arxiv.org
[4] gatech.edu
[3] underline.io
[3] livehoods.org
[2] github.io
[2] google.com
[2] facebook.com

Top Domains in Tweet in G3:
[14] twitter.com
[11] aaai.org
[8] arxiv.org
[4] iu.edu
[3] underline.io
[2] icwsm.org
[2] github.io
[1] irisacademic.org

Top Domains in Tweet in G4:
[13] twitter.com
[10] arxiv.org
[6] aaai.org
[3] icwsm.org
[2] ac.uk
[1] easychair.org
[1] powerbi.com
[1] nodexlgraphgallery.org
[1] zenodo.org
[1] google.com

Top Domains in Tweet in G5:
[36] aaai.org

Top Domains in Tweet in G6:
[21] aaai.org
[8] twitter.com
[4] arxiv.org
[2] github.com
[1] linkedin.com
[1] newscientist.com
[1] northeastern.edu
[1] icwsm.org
[1] wired.com

Top Domains in Tweet in G7:
[3] nickbeauchamp.com
[3] aaai.org
[2] github.com
[1] streamlit.io
[1] twitter.com
[1] nodexlgraphgallery.org

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

Top Domains in Tweet in G10:
[6] twitter.com
[1] google.com
[1] icwsm.org
[1] aaai.org
[1] github.com
[1] github.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[183] icwsm2022
[167] icwsm
[51] icwsm22
[20] neatclass
[19] cysoc2022
[11] icwsm_reading
[10] dei
[7] diversity
[7] nlp
[6] socinfo22



Top Hashtags in Tweet in G1:
[34] icwsm2022
[33] icwsm
[19] icwsm22
[4] proudadvisor
[3] antifeminism
[3] moderation
[3] polarization
[2] cysoc2022
[2] platform
[2] cj2022

Top Hashtags in Tweet in G2:
[73] icwsm2022
[28] icwsm
[11] icwsm_reading
[9] icwsm22
[4] georgiatech
[4] twitterapi
[3] neatclass
[3] youngscientist
[2] socialmedia
[2] polarization

Top Hashtags in Tweet in G3:
[64] icwsm
[14] cysoc2022
[13] icwsm2022
[4] misinformation
[4] vaccine
[4] phomemes22
[2] mediate2022
[2] cyberthreats
[1] recsys
[1] extremism

Top Hashtags in Tweet in G4:
[20] icwsm2022
[12] icwsm
[8] dei
[7] icwsm22
[5] diversity
[4] nlp
[3] socinfo22
[3] socinfo2022
[3] research
[3] globalsouth

Top Hashtags in Tweet in G6:
[4] icwsm
[2] icwsm2022
[1] phomemes
[1] icwsm22
[1] acl
[1] emnlp
[1] naacl
[1] ecir
[1] cvpr
[1] wacv

Top Hashtags in Tweet in G7:
[3] icwsm
[1] icwsm2022
[1] icwsm22
[1] neatclass
[1] dei
[1] cysoc2022
[1] nlp
[1] diversity
[1] bert
[1] humanities

Top Hashtags in Tweet in G10:
[13] neatclass
[3] icwsm2022
[1] nlproc
[1] deeplearning

Top Words
Top Words in Tweet in Entire Graph:
[858] icwsm
[443] paper
[226] work
[218] social
[183] #icwsm2022
[167] #icwsm
[125] more
[123] media
[121] reddit
[116] manoelribeiro

Top Words in Tweet in G1:
[148] icwsm
[93] reddit
[83] paper
[77] manoelribeiro
[74] labor
[62] hanlinliii
[44] work
[41] moderators
[41] year
[40] free

Top Words in Tweet in G2:
[321] icwsm
[87] paper
[73] #icwsm2022
[59] work
[59] social
[45] 2022
[44] media
[37] conference
[36] 2023
[36] happy

Top Words in Tweet in G3:
[114] icwsm
[64] #icwsm
[46] paper
[43] christorreslugo
[40] osome_iu
[37] frapi9
[33] yang3kc
[27] online
[26] twitter
[23] osome

Top Words in Tweet in G4:
[54] icwsm
[22] co
[20] #icwsm2022
[19] jasonnurse
[17] feedkoko
[17] work
[16] paper
[16] researchers
[15] social
[15] lexing

Top Words in Tweet in G5:
[36] time
[36] behavior
[36] nudges
[36] work
[35] codinghorror

Top Words in Tweet in G6:
[18] ãƒ
[11] icwsm
[7] users
[7] paper
[7] twitter
[6] more
[5] social
[5] media
[4] #icwsm
[4] comment

Top Words in Tweet in G7:
[30] paper
[20] news
[19] local
[18] presenting
[18] coverage
[18] engagement
[18] marianneaubin
[17] today's
[17] day
[17] understanding

Top Words in Tweet in G8:
[32] mai_elsherief
[30] good
[29] interested
[28] social
[27] lab
[26] ph
[25] computing
[25] ucsd
[25] recruiting
[25] student

Top Words in Tweet in G9:
[32] viral
[32] more
[31] whole
[31] sad
[31] story
[31] audience
[31] capture
[31] paper
[31] someone
[31] unexpectedly

Top Words in Tweet in G10:
[42] icwsm
[23] paper
[13] present
[13] #neatclass
[12] chiyuzhang0851
[11] e_nagoudi
[10] bjoernross
[10] mageed
[9] walid_magdy
[9] group

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[97] social,media
[53] icwsm,2023
[53] icwsm,2022
[51] icwsm,paper
[46] paper,icwsm
[40] reddit,moderators
[39] accepted,icwsm
[38] presenting,work
[37] time,behavior
[37] behavior,nudges

Top Word Pairs in Tweet in G1:
[40] reddit,moderators
[35] much,free
[35] free,labor
[35] labor,reddit
[35] moderators,provide
[35] provide,reddit
[35] reddit,year
[35] year,characteristics
[35] characteristics,labor
[34] hanlinliii,much

Top Word Pairs in Tweet in G2:
[34] social,media
[29] icwsm,2023
[27] icwsm,2022
[18] accepted,icwsm
[16] attend,icwsm
[16] general,chair
[15] icwsm,week
[15] english,llms
[15] happy,announce
[14] icwsm,#icwsm2022

Top Word Pairs in Tweet in G3:
[27] #icwsm,icwsm
[25] osome_iu,#icwsm
[14] christorreslugo,yang3kc
[13] paper,icwsm
[12] twitter,deletions
[11] echo,chambers
[10] osome,team
[10] yang3kc,osome_iu
[9] christorreslugo,explaining
[9] explaining,elon

Top Word Pairs in Tweet in G4:
[10] presenting,work
[10] work,co
[10] co,authored
[9] global,south
[7] jasonnurse,icwsm
[7] world,connected
[7] connected,means
[7] means,flat
[7] flat,opportunities
[7] opportunities,barriers

Top Word Pairs in Tweet in G5:
[36] time,behavior
[36] behavior,nudges
[36] nudges,work
[35] codinghorror,time

Top Word Pairs in Tweet in G6:
[12] ãƒ,ãƒ
[5] social,media
[3] offensive,content
[3] conference,web
[3] web,social
[3] icwsm,2023
[2] icwsm,2022
[2] covid,19
[2] reconsidering,tweets
[2] tweets,intervening

Top Word Pairs in Tweet in G7:
[19] local,news
[18] coverage,engagement
[17] today's,day
[17] day,presenting
[17] presenting,paper
[17] paper,understanding
[17] understanding,local
[17] news,social
[17] social,coverage
[17] engagement,scale

Top Word Pairs in Tweet in G8:
[28] social,good
[25] computing,social
[25] good,lab
[25] lab,ucsd
[25] ucsd,recruiting
[25] recruiting,ph
[25] ph,student
[25] student,interested
[25] interested,working
[25] working,cutting

Top Word Pairs in Tweet in G9:
[31] whole,sad
[31] sad,story
[31] story,audience
[31] audience,capture
[31] capture,paper
[31] paper,someone
[31] someone,unexpectedly
[31] unexpectedly,go
[31] go,viral
[31] viral,starts

Top Word Pairs in Tweet in G10:
[8] mageed,e_nagoudi
[7] best,paper
[7] paper,#neatclass
[7] #neatclass,icwsm
[7] icwsm,thanks
[7] thanks,organizers
[6] group,participating
[6] participating,icwsm
[6] icwsm,multiple
[6] multiple,dimensions

Top Replied-To
Top Replied-To in Entire Graph:
@icwsm
@shenqinlan
@illegaldaydream
@hussamhabib10
@frapi9
@zsavvas90
@manoelribeiro
@mai_elsherief
@paulareyero1
@katestarbird

Top Replied-To in G1:
@shenqinlan
@illegaldaydream
@hussamhabib10
@icwsm
@manoelribeiro
@hanlinliii
@katestarbird
@dilrukshi_lk
@km_datasci
@chris_bail

Top Replied-To in G2:
@icwsm
@zsavvas90
@manoelribeiro
@verma22gaurav
@fpeandrees
@gioschiazza
@nprandchill
@adash0193
@wienkestrathern
@danielmromero

Top Replied-To in G3:
@frapi9
@yulinyuresearch
@ahhhhhjulie
@niljanaakpinar
@icwsm
@christorreslugo
@manitapote
@federico_cinus
@rakib062
@mohitinla

Top Replied-To in G4:
@icwsm
@feedkoko
@jasonnurse
@_kenny_joseph
@bardominik
@rajtmajer_sarah
@anucecs
@joshnguyen99
@leotanczt
@marius_saeltzer

Top Replied-To in G7:
@rahulbot
@harlequinclrty

Top Replied-To in G8:
@mai_elsherief

Top Replied-To in G10:
@mageed
@chiyuzhang0851
@shaily99

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@manoelribeiro
@hanlinliii
@christorreslugo
@osome_iu
@codinghorror
@frapi9
@msaveski
@vminvsky
@yang3kc

Top Mentioned in G1:
@icwsm
@manoelribeiro
@hanlinliii
@vminvsky
@deaneckles
@ashton1anderson
@aminrahimian
@msaveski
@rishabn_
@galenweld

Top Mentioned in G2:
@icwsm
@diyi_yang
@manoelribeiro
@chris_bail
@verma22gaurav
@yelenamejova
@wikiresearch
@wikipedia
@razsc
@zsavvas90

Top Mentioned in G3:
@icwsm
@christorreslugo
@osome_iu
@yang3kc
@frapi9
@manitapote
@fra_fabbri
@mdeverna2
@yy
@apukapadia

Top Mentioned in G4:
@icwsm
@jasonnurse
@lexing
@feedkoko
@keenan_jones_
@enimust
@huatongs
@socinfo22
@hookleeuk
@joemonj

Top Mentioned in G5:
@codinghorror

Top Mentioned in G7:
@marianneaubin
@icwsm
@nick_beauchamp
@benjamindhorne
@manoelribeiro
@abbieasr
@doroshishka
@ryanjgallag
@foucaultwelles
@_kenny_joseph

Top Mentioned in G8:
@mai_elsherief
@icwsm
@maria_antoniak
@aims_next
@ullahdhude

Top Mentioned in G9:
@emollick

Top Mentioned in G10:
@icwsm
@e_nagoudi
@bjoernross
@walid_magdy
@chiyuzhang0851
@mageed
@dilarakkl
@smash_edin
@agostina_cal

Top Tweeters
Top Tweeters in Entire Graph:
@tadrow
@dataaugmented
@asher_wolf
@opensource_orgs
@netbacker
@zerojuls
@avildsen
@lordbonkers
@noahpinion
@pyscalellc

Top Tweeters in G1:
@rejectionking
@carolsott
@docdre
@heatherfro
@iethics
@ubiquity75
@thomasg77
@jordicabot
@avelino
@shiraovide

Top Tweeters in G2:
@pyscalellc
@datasciencebot_
@sunil_abraham
@trab_bot
@jeffbigham
@smm_news_feed
@ceekz
@darkolina
@rutgerscomminfo
@arancio3355

Top Tweeters in G3:
@avildsen
@wikisteff
@ajsdecepida
@mdgrkb
@nono2357
@mathiastck
@knwachter
@vanessa_murdock
@ic
@shawnmjones

Top Tweeters in G4:
@almostinfamous
@diversityup
@omizorm
@mariamacnamara1
@ericbyler
@jasonnurse
@rickard_scott
@stellenboschuni
@bpscyberpsych
@jenny_l_davis

Top Tweeters in G5:
@techmemechatter
@doctorscience
@xrisfg
@acoyne
@ivacheung
@codinghorror
@joelwwood
@alvrod
@conspirator0
@chucker

Top Tweeters in G6:
@cackerman1
@info_activism
@laurenweinstein
@apelaez1
@arxiv_cs_cl_ja
@julredman
@danieljkelley
@byrd_nick
@aleszubajak
@culmithult

Top Tweeters in G7:
@wanderer_jasnah
@rexdouglass
@monardab
@carriewilbur1
@maiamajumder
@lablasco
@harlequinclrty
@jesseholcomb
@richy
@rsedmonds

Top Tweeters in G8:
@tetisheri
@botlabhd
@jdcshaverford
@blaqstoryteller
@aims_next
@arjumandyounus
@arvindsatya1
@avatar_polyglot
@krit_vachali
@womeninvoice

Top Tweeters in G9:
@zerojuls
@halucinatio
@kimleannelliot
@colinismyname
@laeeth
@rohitawasthi
@ooscar_88
@usefulideasproj
@vincentr
@kalelskywalker

Top Tweeters in G10:
@zeeraktalat
@bj
@distopyacorbasi
@pyolum
@skairam
@mageed
@acm_chi
@iaugenstein
@ozlemsalehi
@dilarakkl