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icwsm_2022-01-15_17-31-20.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2022
Short Description:
icwsm via NodeXL https://bit.ly/3A0iV4t
@icwsm
@yiqinfu
@hashtagmarketi7
@smm_news_feed
@devmy_fr
@diyi_yang
@dvladek
@carnaticprior
@ctzag
@manoelribeiro

Top hashtags:
#icwsm
#recsys
#icwsm2022
#datascience
#icwsm22
#journalclub
#networkinequality
#hybrid
#atlanta

Description:
Description
The graph represents a network of 338 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, 16 January 2022 at 01:32 UTC.

The requested start date was Sunday, 16 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 103-day, 20-hour, 11-minute period from Sunday, 03 October 2021 at 09:29 UTC to Saturday, 15 January 2022 at 05:40 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 : 338
Unique Edges : 370
Edges With Duplicates : 626
Total Edges : 996
Number of Edge Types : 5
Tweet : 130
Mentions : 222
Replies to : 46
Retweet : 215
MentionsInRetweet : 383
Self-Loops : 131
Reciprocated Vertex Pair Ratio : 0.0570902394106814
Reciprocated Edge Ratio : 0.10801393728223
Connected Components : 35
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 271
Maximum Edges in a Connected Component : 847
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.203597
Graph Density : 0.0050392428844837
Modularity : 0.423887
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 338 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, 16 January 2022 at 01:32 UTC.

The requested start date was Sunday, 16 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 103-day, 20-hour, 11-minute period from Sunday, 03 October 2021 at 09:29 UTC to Saturday, 15 January 2022 at 05:40 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:
[54] https://ojs.aaai.org/index.php/ICWSM/article/view/3250/3118
[19] https://icwsm.org
[8] https://arxiv.org/abs/2112.08237
[7] https://www.icwsm.org/2022/index.html/
[5] https://arxiv.org/abs/2112.00626
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266196
[2] https://ojs.aaai.org//index.php/ICWSM/article/view/7290
[2] https://twitter.com/cnerg/status/1460443102611607555
[2] https://twitter.com/icwsm/status/1458107385986256902
[2] http://fi.ee.tsinghua.edu.cn/social-e-commerce/

Top URLs in Tweet in G1:
[53] https://ojs.aaai.org/index.php/ICWSM/article/view/3250/3118
[1] https://www.nytimes.com/2018/02/10/opinion/sunday/favorite-songs.html

Top URLs in Tweet in G2:
[11] https://icwsm.org
[2] https://www.icwsm.org/2022/index.html/
[1] https://www.youtube.com/watch?v=XhSPwel17Og

[1] https://www.youtube.com/watch?v=vEgWb2iAF3E

[1] https://slidetodoc.com/how-to-write-a-technical-cscw-paper-professor/
[1] https://faculty.eng.ufl.edu/human-centered-computing/wp-content/uploads/sites/126/2019/11/hccatuf-chi-writing-2017-part03.pdf
[1] https://www.slideshare.net/mariawolters/how-to-write-a-chi-paper
[1] https://podcasts.apple.com/ca/podcast/how-to-write-chi-papers/id1477199050
[1] https://twitter.com/icwsm/status/1471316734074261504
[1] https://twitter.com/jasonnurse/status/1452611194901209090

Top URLs in Tweet in G3:
[3] https://icwsm.org
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266196
[1] https://osf.io/preprints/socarxiv/74zw2/
[1] https://arxiv.org/abs/2112.08237
[1] https://twitter.com/uuinfolab/status/1443934120778813441

Top URLs in Tweet in G4:
[2] https://icwsm.org
[2] https://twitter.com/icwsm/status/1458107385986256902
[1] https://arxiv.org/pdf/1904.04176.pdf
[1] https://twitter.com/icwsm/status/1461108645396160522
[1] https://twitter.com/icwsm/status/1468960842779541506

Top URLs in Tweet in G5:
[7] https://arxiv.org/abs/2112.08237
[5] https://arxiv.org/abs/2112.00626
[1] https://twitter.com/FrancescoBonchi/status/1471386789814407168
[1] https://twitter.com/FrancescoBonchi/status/1460563641367945221
[1] https://twitter.com/FrancescoBonchi/status/1466359106911059969
[1] https://twitter.com/FrancescoBonchi/status/1460563677342576644

Top URLs in Tweet in G6:
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/7320/7174
[1] https://twitter.com/alex_drk14/status/1460751577946464256

Top URLs in Tweet in G7:
[1] https://icwsm.org
[1] https://arxiv.org/pdf/2111.08515.pdf
[1] https://twitter.com/_kenny_joseph/status/1460985774816509959
[1] https://www.linkedin.com/posts/carlosortizdev_i-teach-data-science-at-uc-berkeley-i-activity-6871669847764414464-qZbZ?fbclid=IwAR2B4n9Raw1_U0kxtn--8ZWA6AEkxvMWqS8sfSpQdr0Qnp5iWngG9W0N27E
[1] https://arxiv.org/abs/2104.09560

Top URLs in Tweet in G8:
[2] https://www.icwsm.org/2022/index.html/
[1] https://doi.org/10.1038/s41467-018-06930-7
[1] https://www.newsweek.com/2020/10/23/qanon-conspiracy-theories-draw-new-believers-scientists-take-aim-misinformation-pandemic-1538901.html
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/14127
[1] https://www.washingtonpost.com/technology/2020/10/13/black-fake-twitter-accounts-for-trump/
[1] https://cacm.acm.org/magazines/2016/7/204021-the-rise-of-social-bots/fulltext
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/18075
[1] https://www.washingtonpost.com/politics/turning-point-teens-disinformation-trump/2020/09/15/c84091ae-f20a-11ea-b796-2dd09962649c_story.html
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/18103
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/download/15604/14865

Top URLs in Tweet in G9:
[3] https://www.icwsm.org/2022/index.html/
[2] https://twitter.com/cnerg/status/1460443102611607555
[1] https://twitter.com/cnerg/status/1460547570053234690
[1] https://www.youtube.com/watch?v=uIcjMGOlD-4&feature=youtu.be

[1] https://twitter.com/PanopticIndia/status/1470634752801599489
[1] https://arxiv.org/abs/2111.09137
[1] https://twitter.com/arXiv_Daily/status/1461516595222626306

Top Domains
Top Domains in Tweet in Entire Graph:
[76] aaai.org
[28] icwsm.org
[23] arxiv.org
[21] twitter.com
[3] youtube.com
[3] nodexlgraphgallery.org
[2] edu.cn
[2] washingtonpost.com
[1] linkedin.com
[1] liebertpub.com

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

Top Domains in Tweet in G2:
[13] icwsm.org
[4] arxiv.org
[3] twitter.com
[2] youtube.com
[1] slidetodoc.com
[1] ufl.edu
[1] slideshare.net
[1] apple.com
[1] aaai.org

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

Top Domains in Tweet in G4:
[4] twitter.com
[2] icwsm.org
[1] arxiv.org

Top Domains in Tweet in G5:
[12] arxiv.org
[4] twitter.com

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

Top Domains in Tweet in G7:
[2] arxiv.org
[1] icwsm.org
[1] twitter.com
[1] linkedin.com

Top Domains in Tweet in G8:
[7] aaai.org
[2] washingtonpost.com
[2] icwsm.org
[1] doi.org
[1] newsweek.com
[1] acm.org
[1] science.org
[1] twitter.com

Top Domains in Tweet in G9:
[5] twitter.com
[3] icwsm.org
[1] youtube.com
[1] arxiv.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] icwsm
[6] recsys
[4] icwsm2022
[4] datascience
[4] icwsm22
[3] journalclub
[3] networkinequality
[3] hybrid
[3] atlanta
[3] css



Top Hashtags in Tweet in G2:
[2] css
[1] icwsm22

Top Hashtags in Tweet in G3:
[4] icwsm
[3] nodexl
[1] cscw
[1] www
[1] css
[1] icwsm2022
[1] socialmedia
[1] academictwitter
[1] data
[1] music

Top Hashtags in Tweet in G4:
[3] icwsm2022
[3] hybrid
[3] atlanta
[1] socialmedia
[1] academictwitter

Top Hashtags in Tweet in G5:
[6] recsys
[4] datascience
[3] journalclub
[3] networkinequality
[3] echochambers
[2] algorithmicbias
[1] fairness

Top Hashtags in Tweet in G7:
[1] icwsm2021

Top Hashtags in Tweet in G9:
[1] covid
[1] twitter
[1] vaccine
[1] opinion
[1] bias
[1] facerecognition
[1] gendershades
[1] fairnessinai
[1] phdchat
[1] facialrecognition

Top Words
Top Words in Tweet in Entire Graph:
[638] days
[637] hours
[340] 15
[331] 03
[310] icwsm
[184] paper
[100] ijcai
[79] facct
[79] naacl
[78] ecai

Top Words in Tweet in G1:
[53] spotify
[53] publishes
[53] coolest
[53] research
[53] facts
[53] paper
[53] everyone
[53] listens
[53] music
[53] released

Top Words in Tweet in G2:
[85] icwsm
[39] paper
[28] 2022
[21] set
[20] latest
[20] kwstantinos90
[20] bunch
[20] characterize
[20] detect
[20] pseudoscientific

Top Words in Tweet in G3:
[23] icwsm
[11] paper
[10] eredmil1
[8] mpi_sws
[8] brownuniversity
[8] online
[8] dvladek
[7] 2022
[7] appear
[7] intern

Top Words in Tweet in G4:
[22] icwsm
[11] paper
[9] deadline
[6] hello
[6] authors
[6] coming
[6] here's
[6] thread
[6] resources
[6] find

Top Words in Tweet in G5:
[26] people
[25] icwsm
[20] exposure
[20] inequality
[18] francescobonchi
[16] long
[16] term
[16] accepted
[14] recommender
[14] systems

Top Words in Tweet in G6:
[13] paper
[8] explainable
[8] ml
[8] based
[8] twitter
[6] accepted
[6] icwsm
[5] ctzag
[5] bot
[5] detection

Top Words in Tweet in G7:
[16] icwsm
[12] paper
[12] covid
[11] local
[11] news
[11] outlets
[11] covered
[10] _jon_green
[9] benjamindhorne
[9] wihbey

Top Words in Tweet in G8:
[7] co
[7] papers
[5] icwsm
[4] paper
[4] one
[3] people
[3] social
[3] data
[3] best
[3] award

Top Words in Tweet in G9:
[17] icwsm
[9] paper
[8] face
[7] accepted
[7] 2022
[6] work
[5] title
[5] animesh43061078
[5] siddsjaiswal
[4] gangulyniloy

Top Words in Tweet in G10:
[2] ba_steinberg
[2] brianzenger
[2] circulationep
[2] ankurkalramd
[2] erinmichos
[2] dlbhattmd
[2] califf001
[2] escardionews
[2] kardasian

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[317] days,03
[317] 03,hours
[315] days,15
[315] 15,hours
[94] hours,ijcai
[79] hours,icwsm
[78] ijcai,ecai
[77] hours,chil
[77] hours,naacl
[75] hours,facct

Top Word Pairs in Tweet in G1:
[53] spotify,publishes
[53] publishes,coolest
[53] coolest,research
[53] research,facts
[53] facts,paper
[53] paper,everyone
[53] everyone,listens
[53] listens,music
[53] music,released
[52] yiqinfu,spotify

Top Word Pairs in Tweet in G2:
[20] latest,icwsm
[20] icwsm,paper
[20] paper,kwstantinos90
[20] kwstantinos90,bunch
[20] bunch,set
[20] set,characterize
[20] characterize,detect
[20] detect,pseudoscientific
[20] pseudoscientific,misinformation
[19] msirivia,latest

Top Word Pairs in Tweet in G3:
[8] icwsm,mpi_sws
[7] appear,icwsm
[7] mpi_sws,intern
[7] intern,brownuniversity
[7] brownuniversity,ugrad
[7] ugrad,hannaaa_b's
[7] hannaaa_b's,paper
[7] paper,community
[7] community,under
[7] under,surveillance

Top Word Pairs in Tweet in G4:
[6] icwsm,hello
[6] hello,authors
[6] authors,paper
[6] paper,deadline
[6] deadline,coming
[6] coming,here's
[6] here's,thread
[6] thread,resources
[6] resources,find
[6] find,useful

Top Word Pairs in Tweet in G5:
[17] exposure,inequality
[16] inequality,people
[16] long,term
[16] accepted,icwsm
[14] people,recommender
[14] recommender,systems
[14] systems,long
[14] term,effects
[14] pre,print
[13] icwsm,together

Top Word Pairs in Tweet in G6:
[8] explainable,ml
[5] paper,explainable
[5] ml,based
[5] based,twitter
[5] twitter,bot
[5] bot,detection
[5] detection,accepted
[5] accepted,realaaai
[5] realaaai,sponsored
[5] sponsored,icwsm

Top Word Pairs in Tweet in G7:
[11] local,news
[11] news,outlets
[11] outlets,covered
[11] covered,covid
[9] benjamindhorne,_jon_green
[9] _jon_green,wihbey
[9] wihbey,paper
[9] paper,icwsm
[9] icwsm,looking
[9] looking,local

Top Word Pairs in Tweet in G8:
[2] social,media
[2] icwsm,papers
[2] follow,politicians
[2] wanlp,best
[2] paper,award

Top Word Pairs in Tweet in G9:
[7] icwsm,2022
[6] accepted,icwsm
[4] paper,accepted
[4] two,face
[4] face,adversarial
[4] adversarial,audit
[4] audit,commercial
[4] commercial,face
[4] face,recognition
[3] 2022,co

Top Word Pairs in Tweet in G10:
[2] ba_steinberg,brianzenger
[2] brianzenger,circulationep
[2] circulationep,ankurkalramd
[2] ankurkalramd,erinmichos
[2] erinmichos,dlbhattmd
[2] dlbhattmd,califf001
[2] califf001,escardionews
[2] escardionews,kardasian

Top Replied-To
Top Replied-To in Entire Graph:
@dashsaloni
@dilarakkl
@icwsm
@arkaitz
@informor
@fractalzucky
@hollisemetko
@carthus85
@asbruckman
@_mainack

Top Replied-To in G2:
@dashsaloni
@hollisemetko
@_jon_green
@tforcworc
@ohohlfeld

Top Replied-To in G3:
@eredmil1

Top Replied-To in G4:
@asbruckman
@eytanadar
@david__jurgens
@icwsm

Top Replied-To in G5:
@fractalzucky
@eleonoragrassuc
@fra_fabbri

Top Replied-To in G7:
@foucaultwelles
@benjamindhorne

Top Replied-To in G9:
@_mainack
@jisunan
@icwsm
@animesh43061078
@dashsaloni
@abhisekfair

Top Replied-To in G10:
@ba_steinberg

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@yiqinfu
@francescobonchi
@kwstantinos90
@msirivia
@_jon_green
@wihbey
@eredmil1
@_kenny_joseph
@benjamindhorne

Top Mentioned in G1:
@yiqinfu

Top Mentioned in G2:
@icwsm
@kwstantinos90
@msirivia
@kiranabasavaraj
@keenan_jones_
@acm_imc2021
@eredmil1
@mpi_sws
@brownuniversity
@hannaaa_b

Top Mentioned in G3:
@icwsm
@eredmil1
@mpi_sws
@brownuniversity
@hannaaa_b
@dvladek
@ciro
@yiqinfu
@yelenamejova

Top Mentioned in G4:
@icwsm
@joyopal
@diyi_yang
@danielmromero
@codybuntain
@yelenamejova
@lajello
@dakuowang
@kous2v
@sofianeabbar

Top Mentioned in G5:
@icwsm
@francescobonchi
@fra_fabbri
@isi_fondazione
@cshvienna
@fractal
@fractalzucky
@lespin
@chatox
@federico_cinus

Top Mentioned in G6:
@icwsm
@ctzag
@realaaai
@concordiah2020
@alex_drk14
@intelliot_eu
@cybersaneh2020
@cyrene_h2020
@h2020puzzle
@aifourhealthsec

Top Mentioned in G7:
@icwsm
@_jon_green
@wihbey
@_kenny_joseph
@benjamindhorne
@cerenbudak
@presnick
@r_ashwin

Top Mentioned in G9:
@icwsm
@siddsjaiswal
@gangulyniloy
@animesh43061078
@sohampoddar26
@cnerg
@jovialjoy
@timnitgebru
@_mainack
@abhisekfair

Top Mentioned in G10:
@brianzenger
@circulationep
@ankurkalramd
@erinmichos
@dlbhattmd
@califf001
@escardionews
@carnaticprior
@ba_steinberg
@icwsm

Top Tweeters
Top Tweeters in Entire Graph:
@sim010101
@kingdomofwench
@antounh
@tsla__bot
@datasciencebot_
@theselongwars
@serena_spencer
@diagonalnorte
@dhmontgomery
@devmy_fr

Top Tweeters in G1:
@theselongwars
@diagonalnorte
@dhmontgomery
@damian0358
@mitchellst
@bluegod
@egirlmonetarism
@vatsrishap
@yeokrishan
@rencapman

Top Tweeters in G2:
@sim010101
@mtknnktm
@arxivabs
@tforcworc
@jasonnurse
@lshlj
@shawnmjones
@gianluca_string
@haewoon
@hollisemetko

Top Tweeters in G3:
@devmy_fr
@collinsmunyendo
@brownuniversity
@smm_news_feed
@eredmil1
@net_science
@ryanjgallag
@foriamcj
@hashtagmarketi7
@christorreslugo

Top Tweeters in G4:
@katestarbird
@_kumarde
@asbruckman
@norahak
@josephseering
@drsancharidas
@urbanclio
@joyopal
@codybuntain
@lajello

Top Tweeters in G5:
@datasciencebot_
@ucloudifyai
@chatox
@fractal
@lespin
@isi_fondazione
@francescobonchi
@cshvienna
@c0rrad0m0nti
@beman70

Top Tweeters in G6:
@ghatzivasilis
@athanat
@lamasleem
@sotirisioannidi
@concordiah2020
@antonakd
@gaby_dreo
@realaaai
@cybersaneh2020
@h2020puzzle

Top Tweeters in G7:
@jimrosicafl
@nailatrahman
@ipnosimmia
@kearneymw
@jaejaeykim2
@thewpsa
@kristinalerman
@wihbey
@foucaultwelles
@seanafischer

Top Tweeters in G8:
@serena_spencer
@toritorix
@mohammedabbasi
@vukosi
@deaneckles
@hirothamadajp
@kpelechrinis
@hkefka385
@wa
@evijitghosh

Top Tweeters in G9:
@followml_
@timnitgebru
@jovialjoy
@gangulyniloy
@jisunan
@cnerg
@animesh43061078
@abhisekfair
@panopticindia
@punyajoysaha

Top Tweeters in G10:
@erinmichos
@ankurkalramd
@dlbhattmd
@califf001
@carnaticprior
@erichorvitz
@ba_steinberg
@circulationep
@escardionews
@ecgimaging