icwsm, Twitter, 3/5/2023 2:14:15 AM, 290244


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icwsm_2023-03-04_17-41-45.xlsx
icwsm_2023-03-04_17-41-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2023
Short Description:
icwsm via NodeXL PERMANENTLY_REMOVED
@icwsm
@nick_beauchamp
@altenberglee
@emollick
@manoelribeiro
@yiqinfu
@hanlinliii
@skairam
@ponguru
@bfelbo

Top hashtags:
#icwsm2021
#icwsm
#icwsm2022
#icwsm22
#misinformation
#cysoc2022
#socialmedia
#neatclass
#cyberthreats

Description:
Description
The graph represents a network of 2,880 Twitter users whose recent tweets contained "icwsm", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 02:01 UTC.

The tweets in the network were tweeted over the 2474-day, 20-hour, 38-minute period from Tuesday, 24 May 2016 at 16:41 UTC to Saturday, 04 March 2023 at 13:20 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2880
Unique Edges : 3896
Edges With Duplicates : 11535
Total Edges : 15431
Number of Edge Types : 9
Replies to : 900
MentionsInReplyTo : 2463
Retweet : 3224
MentionsInRetweet : 6254
Tweet : 500
Quote : 309
MentionsInQuote : 438
Mentions : 1257
MentionsInQuoteReply : 86
Self-Loops : 1176
Reciprocated Vertex Pair Ratio : 0.103073864505276
Reciprocated Edge Ratio : 0.186884791348953
Connected Components : 189
Single-Vertex Connected Components : 91
Maximum Vertices in a Connected Component : 2448
Maximum Edges in a Connected Component : 14678
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.530996
Graph Density : 0.00086992493535564
Modularity : 0.313152
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,880 Twitter users whose recent tweets contained "icwsm", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 02:01 UTC.

The tweets in the network were tweeted over the 2474-day, 20-hour, 38-minute period from Tuesday, 24 May 2016 at 16:41 UTC to Saturday, 04 March 2023 at 13:20 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[125] https://ojs.aaai.org/index.php/ICWSM/article/view/19388
[101] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9249402/
[62] https://ojs.aaai.org/index.php/ICWSM/article/view/19308/19080
[42] https://ojs.aaai.org/index.php/ICWSM/article/view/3250/3118
[36] https://twitter.com/codinghorror/status/1537143595773222912/photo/1
[34] https://cysoc2022.github.io/
[26] https://twitter.com/icwsm/status/1403053824340803593
[20] https://ojs.aaai.org/index.php/ICWSM/article/view/19388/19160
[20] https://twitter.com/Diyi_Yang/status/1533502373699760130/photo/1
[19] https://ojs.aaai.org/index.php/ICWSM/article/download/7323/7177

Top URLs in Tweet in G1:
[19] https://twitter.com/icwsm/status/1403053824340803593
[18] https://twitter.com/Diyi_Yang/status/1533502373699760130/photo/1
[17] https://aaaiconf.cventevents.com/event/8ea756a0-f9d1-40a7-a75a-a41fe23ab87a
[12] https://icwsm.org
[11] https://sites.google.com/view/dataforvulnerable22
[10] https://twitter.com/JurgenPfeffer/status/1592779617177579520/photo/1
[8] https://workshop-proceedings.icwsm.org/abstract?id=2021_00
[8] https://aaai.org/Library/ICWSM/icwsm21contents.php
[8] https://workshop-proceedings.icwsm.org/index.php?year=2022
[6] https://workshop-proceedings.icwsm.org/index.php?year=2021

Top URLs in Tweet in G2:
[9] https://torontomu.zoom.us/j/94486864018
[6] https://sites.google.com/view/icwsm2021datachallenge
[5] https://idrama.science/cybersafety-slack/
[5] https://icwsm.org
[5] https://arxiv.org/abs/2209.02022
[5] https://aclanthology.org/2022.privatenlp-1.2/
[4] https://arxiv.org/pdf/2009.11792.pdf
[4] https://arxiv.org/abs/2009.11792
[4] https://ojs.aaai.org/index.php/ICWSM/article/download/14811/14661
[4] https://twitter.com/ponguru/status/1420977614735364100/photo/1

Top URLs in Tweet in G3:
[26] https://cysoc2022.github.io/
[10] https://ojs.aaai.org/index.php/ICWSM/article/view/18075
[5] https://cysoc2022.github.io
[4] https://twitter.com/ChrisTorresLugo/status/1535022874611810305/photo/1
[4] http://cysoc.aiisc.ai/
[3] https://twitter.com/yang3kc/status/1533389395801300992/photo/1
[3] https://underline.io/events/291/reception
[3] https://twitter.com/psmeros/status/1535065254324883456/photo/1
[3] https://docs.google.com/document/d/10Sat6GnCXVvrKIEgo8Q4b7eurQl4qTSoHZXavIKmj9Y/edit?usp=sharing
[3] https://osome.iu.edu/tools

Top URLs in Tweet in G4:
[6] https://www.reddit.com/r/CompSocial/
[4] https://neatclass-workshop.github.io/
[3] https://zenodo.org/record/6993868#.Y0iEsnbMJD9
[3] https://twitter.com/icwsm/status/1535023098474516498
[2] https://twitter.com/newscientist/status/1488419760975011840
[2] https://research.facebook.com/blog/2022/7/post-approvals-in-online-communities/
[2] https://neatclass-workshop.github.io/call-for-papers/
[2] https://twitter.com/agostina_cal/status/1491408687017390080
[2] https://twitter.com/agostina_cal/status/1533791656117342209/photo/1
[2] https://twitter.com/TwitterDev/status/1430213348814049282

Top URLs in Tweet in G5:
[103] https://ojs.aaai.org/index.php/ICWSM/article/view/19388
[100] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9249402/
[1] https://news.northeastern.edu/2022/06/10/yankee-candle-reviews-and-covid-19-trends/

Top URLs in Tweet in G6:
[4] https://ojs.aaai.org//index.php/ICWSM/article/view/7290
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/14637
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/19370/19142
[2] https://arxiv.org/abs/1806.00429
[1] https://arxiv.org/pdf/2105.08361.pdf
[1] https://twitter.com/joyopal/status/1461702424440279046
[1] https://icwsm.org/2021/index.html#tutorials_schedule
[1] https://twitter.com/icwsm/status/1534955028607250432?s=20&t=bMf-2w4_9OJDkQtIgLeqiQ
[1] https://waset.org/weblogs-and-social-media-conference-in-february-2024-in-buenos-aires
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/18043

Top URLs in Tweet in G7:
[6] https://sites.google.com/view/dataforvulnerable22
[5] https://arxiv.org/abs/2012.02825
[5] https://github.com/scikit-mobility/DeepLearning4HumanMobility
[4] https://twitter.com/elaragon/status/1402635286606188548/photo/1
[4] https://twitter.com/elaragon/status/1401997394015887360/photo/1
[3] https://arxiv.org/abs/2112.08237
[3] https://www.efas.eu/
[2] https://icwsm.org
[2] https://twitter.com/icwsm/status/1403050967709405190
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/18091/17894

Top URLs in Tweet in G8:
[10] https://ojs.aaai.org/index.php/ICWSM/article/view/19388
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/19292
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/18043/17846
[3] https://www.icwsm.org/2022/index.html/
[3] https://workshop-proceedings.icwsm.org/pdf/2020_04.pdf
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/19388/19160
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/18043
[3] https://twitter.com/e__migrante/status/1402688424751022081/photo/1
[3] https://www.clocate.com/82059/
[3] https://twitter.com/DataDrivenMD/status/1578982975470858240

Top URLs in Tweet in G9:
[18] https://arxiv.org/pdf/1803.03697.pdf
[16] https://drive.google.com/file/d/1HYiBOGLNM91RBiqBlxKFvjDhJAuCxe60/view?usp=sharing
[16] https://www.science.org/doi/10.1126/sciadv.abe5641
[4] https://ojs.aaai.org/index.php/ICWSM/article/download/7323/7177
[4] https://twitter.com/emollick/status/1594384754534670337/photo/1
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2F531568a
[1] https://twitter.com/emollick/status/1530233653875380224/photo/1
[1] https://ojs.aaai.org/index.php/ICWSM/article/download/19289/19061
[1] https://twitter.com/emollick/status/1570233678332051463/photo/1
[1] https://twitter.com/emollick/status/1579489887119904768/photo/1

Top URLs in Tweet in G10:
[40] https://ojs.aaai.org/index.php/ICWSM/article/view/3250/3118
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266196
[2] https://twitter.com/Diyi_Yang/status/1533502373699760130/photo/1
[2] https://www.uu.se/en/about-uu/join-us/details/?positionId=501594
[1] https://twitter.com/uuinfolab/status/1523624991249604610
[1] https://twitter.com/dvladek/status/1444595373004177412/photo/1
[1] https://twitter.com/uuinfolab/status/1443934120778813441
[1] https://twitter.com/uuinfolab/status/1590245302983876613
[1] https://www.uu.se/en/about-uu/join-us/details/?positionId=552637
[1] https://twitter.com/uuinfolab/status/1590245302983876613/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1084] twitter.com
[659] aaai.org
[186] arxiv.org
[148] icwsm.org
[101] nih.gov
[89] github.io
[82] google.com
[24] github.com
[19] youtube.com
[18] science.org

Top Domains in Tweet in G1:
[466] twitter.com
[80] icwsm.org
[70] aaai.org
[31] arxiv.org
[29] google.com
[24] github.io
[17] cventevents.com
[15] gatech.edu
[9] youtube.com
[6] itu.dk

Top Domains in Tweet in G2:
[185] twitter.com
[64] aaai.org
[51] arxiv.org
[15] google.com
[10] icwsm.org
[9] zoom.us
[7] github.io
[5] idrama.science
[5] ac.in
[5] aclanthology.org

Top Domains in Tweet in G3:
[100] twitter.com
[36] github.io
[26] aaai.org
[20] arxiv.org
[15] icwsm.org
[7] iu.edu
[5] google.com
[4] aiisc.ai
[3] underline.io
[2] reuters.com

Top Domains in Tweet in G4:
[32] twitter.com
[7] github.io
[6] reddit.com
[5] aaai.org
[3] google.com
[3] zenodo.org
[2] arxiv.org
[2] facebook.com
[2] icwsm.org
[1] office.com

Top Domains in Tweet in G5:
[103] aaai.org
[100] nih.gov
[1] northeastern.edu

Top Domains in Tweet in G6:
[17] aaai.org
[11] twitter.com
[5] arxiv.org
[1] icwsm.org
[1] waset.org
[1] harvard.edu
[1] medium.com
[1] sagepub.com
[1] github.com
[1] tandfonline.com

Top Domains in Tweet in G7:
[30] twitter.com
[10] aaai.org
[10] arxiv.org
[8] google.com
[6] github.com
[5] icwsm.org
[3] efas.eu
[1] nature.com
[1] umbc.edu
[1] isi.it

Top Domains in Tweet in G8:
[63] aaai.org
[25] twitter.com
[16] icwsm.org
[16] arxiv.org
[3] clocate.com
[2] tweetedtimes.com
[2] google.com
[2] washingtonpost.com
[2] acm.org
[2] github.com

Top Domains in Tweet in G9:
[18] arxiv.org
[16] google.com
[16] science.org
[9] twitter.com
[6] aaai.org
[1] nature.com
[1] acm.org

Top Domains in Tweet in G10:
[42] aaai.org
[8] twitter.com
[5] uu.se
[3] nodexlgraphgallery.org
[1] nytimes.com
[1] dircomfidencial.com
[1] iit.edu
[1] arxiv.org
[1] github.io
[1] icwsm.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[368] icwsm2021
[302] icwsm
[204] icwsm2022
[92] icwsm22
[62] misinformation
[55] cysoc2022
[51] socialmedia
[37] neatclass
[36] cyberthreats
[28] cysoc2021



Top Hashtags in Tweet in G1:
[230] icwsm2021
[114] icwsm2022
[88] icwsm
[36] icwsm22
[19] infocred2021
[17] dei
[17] research
[17] icwsm_reading
[15] internationalwomensday2022
[15] socinfo2022

Top Hashtags in Tweet in G2:
[58] icwsm
[27] icwsm2022
[27] icwsm2021
[27] icwsm22
[8] cysoc2022
[6] hate
[5] misinformation
[4] cscw
[4] opentoall
[4] paper

Top Hashtags in Tweet in G3:
[81] icwsm
[68] icwsm2021
[49] misinformation
[42] cysoc2022
[31] cyberthreats
[29] socialmedia
[18] cysoc2021
[14] icwsm2022
[14] vaccine
[13] vaccinemisinformation

Top Hashtags in Tweet in G4:
[28] neatclass
[21] icwsm
[12] nlproc
[9] cscw
[5] compsocialsci
[4] icwsm2022
[4] chi
[4] cyprus
[3] icwsm2021
[3] icwsm21

Top Hashtags in Tweet in G6:
[6] icwsm2021
[2] icwsm
[2] dataispeople
[1] icwsm22
[1] icwsm2024
[1] icwsm2018
[1] icwsm2022
[1] emnlp2022
[1] trolling
[1] reddit

Top Hashtags in Tweet in G7:
[15] icwsm
[9] icwsm2022
[8] icwsm2021
[6] vulnerable
[4] covid19
[3] humanitarian
[2] dataforgood
[2] data4good
[2] misinformation
[2] dei

Top Hashtags in Tweet in G8:
[2] icwsm2022
[2] icwsm
[2] digitalmarketinginstitutedelhi
[2] digitalmarketingcoursedelhi
[1] hurricane
[1] irma
[1] multilayer
[1] aiisc
[1] sentimentanalysis
[1] finance

Top Hashtags in Tweet in G10:
[4] academictwitter
[4] icwsm
[3] nodexl
[2] phdposition
[2] datascience
[2] networkscience
[2] socialmedia
[1] phdpositions
[1] hiring
[1] cybersecurity

Top Words
Top Words in Tweet in Entire Graph:
[3302] icwsm
[1330] paper
[709] social
[642] days
[608] hours
[563] work
[497] data
[443] media
[423] workshop
[422] 15

Top Words in Tweet in G1:
[1638] icwsm
[617] days
[601] hours
[411] paper
[393] 15
[298] 03
[230] #icwsm2021
[221] work
[210] social
[207] 2022

Top Words in Tweet in G2:
[621] icwsm
[241] paper
[142] social
[132] work
[114] reddit
[107] media
[101] data
[96] manoelribeiro
[87] excited
[85] labor

Top Words in Tweet in G3:
[363] icwsm
[179] paper
[145] osome_iu
[135] twitter
[98] workshop
[92] christorreslugo
[87] social
[81] #icwsm
[76] mdeverna2
[68] #icwsm2021

Top Words in Tweet in G4:
[153] icwsm
[66] paper
[58] social
[51] papers
[49] walid_magdy
[47] workshop
[41] text
[38] accepted
[35] acm_cscw
[35] evaluation

Top Words in Tweet in G5:
[104] datadrivenmd
[103] candle
[103] reviews
[100] altenberglee
[100] yes
[99] usable
[99] yankee
[99] data
[5] paper
[5] covid

Top Words in Tweet in G6:
[63] icwsm
[36] social
[28] paper
[27] mai_elsherief
[26] good
[25] interested
[24] working
[22] student
[21] lab
[21] work

Top Words in Tweet in G7:
[111] icwsm
[47] workshop
[44] data
[42] paper
[30] vulnerable
[26] wellbeing
[21] accepted
[18] social
[18] media
[17] online

Top Words in Tweet in G8:
[33] icwsm
[27] social
[22] media
[17] paper
[16] aaai
[16] comment
[16] conference
[13] international
[13] twitter
[13] web

Top Words in Tweet in G9:
[82] emollick
[65] paper
[46] more
[45] viral
[44] sad
[44] story
[44] starts
[44] unexpectedly
[44] audience
[44] capture

Top Words in Tweet in G10:
[42] yiqinfu
[40] publishes
[40] paper
[40] music
[40] released
[40] coolest
[40] listens
[40] research
[40] facts
[40] everyone

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[373] social,media
[307] 15,hours
[307] days,15
[286] 03,hours
[286] days,03
[212] icwsm,2022
[181] accepted,icwsm
[171] yankee,candle
[132] icwsm,paper
[119] icwsm,2023

Top Word Pairs in Tweet in G1:
[307] 15,hours
[307] days,15
[286] days,03
[286] 03,hours
[136] icwsm,2022
[94] social,media
[87] hours,ijcai
[74] hours,icwsm
[74] paper,icwsm
[73] ijcai,ecai

Top Word Pairs in Tweet in G2:
[95] social,media
[54] accepted,icwsm
[53] icwsm,paper
[39] data,challenge
[39] latest,icwsm
[39] reddit,moderators
[36] moderators,provide
[36] provide,reddit
[35] characteristics,labor
[35] much,free

Top Word Pairs in Tweet in G3:
[57] presented,icwsm
[51] twitter,deletions
[45] manitapote,acnwala
[45] christorreslugo,manitapote
[43] manipulating,twitter
[42] social,media
[39] workshop,icwsm
[38] paper,christorreslugo
[38] osome,paper
[38] deletions,osome

Top Word Pairs in Tweet in G4:
[35] acm_cscw,icwsm
[31] social,media
[31] text,classification
[31] icwsm,acm_chi
[30] novel,evaluation
[30] classification,systems
[29] systems,social
[29] workshop,novel
[28] evaluation,approaches
[27] approaches,text

Top Word Pairs in Tweet in G5:
[101] candle,reviews
[100] datadrivenmd,yes
[99] reviews,usable
[99] usable,data
[99] yankee,candle
[99] yes,yankee
[98] altenberglee,datadrivenmd
[3] andy_felz,datadrivenmd
[2] here's,conference
[2] covid,19

Top Word Pairs in Tweet in G6:
[22] social,good
[19] student,interested
[19] computing,social
[19] good,lab
[19] ucsd,recruiting
[19] ph,student
[19] lab,ucsd
[19] working,cutting
[19] recruiting,ph
[19] interested,working

Top Word Pairs in Tweet in G7:
[30] workshop,data
[26] data,wellbeing
[26] wellbeing,vulnerable
[12] today's,icwsm
[12] accepted,icwsm
[12] icwsm,workshop
[12] vulnerable,icwsm
[11] icwsm,paper
[11] social,media
[10] icwsm,22

Top Word Pairs in Tweet in G8:
[20] social,media
[12] conference,web
[11] web,social
[11] aaai,conference
[9] icwsm,2023
[9] comment,accepted
[9] fake,news
[9] international,aaai
[8] media,icwsm
[7] icwsm,2022

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

Top Word Pairs in Tweet in G10:
[40] music,released
[40] facts,paper
[40] paper,everyone
[40] spotify,publishes
[40] listens,music
[40] research,facts
[40] publishes,coolest
[40] everyone,listens
[40] coolest,research
[39] yiqinfu,spotify

Top Replied-To
Top Replied-To in Entire Graph:
@icwsm
@verma22gaurav
@manoelribeiro
@feedkoko
@shenqinlan
@eredmil1
@bpoblete
@walid_magdy
@zsavvas90
@gianluca_string

Top Replied-To in G1:
@icwsm
@verma22gaurav
@feedkoko
@manoelribeiro
@eredmil1
@anthonymrios
@tanmit
@_kenny_joseph
@animesh43061078
@gvrkiran

Top Replied-To in G2:
@icwsm
@shenqinlan
@illegaldaydream
@deadconfetti
@zsavvas90
@hussamhabib10
@gianluca_string
@eredmil1
@realyangzhang
@ponguru

Top Replied-To in G3:
@icwsm
@christorreslugo
@frapi9
@shawnmjones
@yulinyuresearch
@osome_iu
@ramshajahangir
@mvillamiltorres
@ceekz

Top Replied-To in G4:
@walid_magdy
@dilarakkl
@arkaitz
@manoelribeiro
@dede198904
@chiyuzhang0851
@mageed
@icwsm
@fpeandrees
@fbetull

Top Replied-To in G5:
@datadrivenmd
@andy_felz
@teppec
@meetjess

Top Replied-To in G6:
@mai_elsherief
@dashsaloni
@joyopal
@anna_wegmann
@oren_data
@nkrishnaswami
@michaelzimmer
@taylorlorenz
@daphnehk
@sivavaid

Top Replied-To in G7:
@nickmvincent
@manoelribeiro
@anjalie_f
@fractalzucky
@ugurkursuncu
@feedkoko
@bgoncalves
@caterinafroio
@klonick
@icwsm

Top Replied-To in G8:

Top Replied-To in G10:
@dvladek
@raulmagallon

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@osome_iu
@manoelribeiro
@datadrivenmd
@yelenamejova
@altenberglee
@christorreslugo
@mdeverna2
@emollick
@zsavvas90

Top Mentioned in G1:
@icwsm
@jasonnurse
@yelenamejova
@tanmit
@nick_beauchamp
@feedkoko
@diyi_yang
@jurgenpfeffer
@munmun10
@gvrkiran

Top Mentioned in G2:
@icwsm
@manoelribeiro
@hanlinliii
@zsavvas90
@gianluca_string
@yupingwang90
@ashton1anderson
@deaneckles
@idramalab
@eshwar_chan

Top Mentioned in G3:
@icwsm
@osome_iu
@christorreslugo
@mdeverna2
@manitapote
@acnwala
@yang3kc
@frapi9
@mediateworkshop
@ugurkursuncu

Top Mentioned in G4:
@icwsm
@walid_magdy
@acm_cscw
@acm_chi
@agostina_cal
@bjoernross
@dilarakkl
@rnavigli
@kaniea
@e_nagoudi

Top Mentioned in G5:
@datadrivenmd
@altenberglee
@meetjess
@nick_beauchamp
@mirandamuseum
@andy_felz

Top Mentioned in G6:
@icwsm
@mai_elsherief
@saiphcita
@cfiesler
@bkeegan
@maria_antoniak
@joyopal
@saviaga
@mannymoss
@syardi

Top Mentioned in G7:
@icwsm
@kyriakikalimeri
@isi_fondazione
@yelenamejova
@andrei_rizoiu
@lucpappalard
@francescobonchi
@francescobailo
@ameliajohns13

Top Mentioned in G8:
@wikiresearch

Top Mentioned in G9:
@emollick
@david__jurgens

Top Mentioned in G10:
@yiqinfu
@dvladek
@uuinfolab
@icwsm
@wins_society
@net_science
@networks2021
@uu_university

Top Tweeters
Top Tweeters in Entire Graph:
@givemepie360
@chiqfudoki
@dataaugmented
@reuters
@tadrow
@morgfair
@education_24x7
@godfrey_g_
@ml_tweet_bot
@opensource_orgs

Top Tweeters in G1:
@tadrow
@pyscalellc
@grumpeoldman
@almostinfamous
@booky630
@laboescapes
@hopeluta_
@datasciencebot_
@aeriqui
@sharpieskunk

Top Tweeters in G2:
@ml_tweet_bot
@opensource_orgs
@cwharlow
@squizzradical
@pen_bird
@flanigancolette
@ayirpelle
@sim010101
@sql_handle
@rejectionking

Top Tweeters in G3:
@chiqfudoki
@reuters
@_l17r_
@melodyisdestiny
@avildsen
@pash22
@nicolajames007
@fluxcapdoodah
@eliothiggins
@ucloudifyai

Top Tweeters in G4:
@clancynewyork
@echeloni2p
@nanyolo10q
@stefan2904
@n0rdicdesign
@esraa_ali
@shlomoargamon
@noupside
@drmaxlwilson
@zeeraktalat

Top Tweeters in G5:
@marymary0414
@planetscape
@trulolita
@shayesbreezzy
@slangdini
@wanderindreamr
@kim_crawley
@zwiesinn
@gamemasterpow
@chaosgonewrong

Top Tweeters in G6:
@tetisheri
@zeynep
@rlukedubois
@knitmeapony
@yoavgo
@sunil_abraham
@beabusaniche
@botlabhd
@bkeegan
@calstate

Top Tweeters in G7:
@pythonroboto
@marioricciard18
@meneame_net
@gianlucac1
@osfa_11
@unicef
@mastrobradipo
@darkolina
@juanpt
@copernicusems

Top Tweeters in G8:
@samrat747
@amartino
@clocate
@malindaannhill
@cwodtke
@pedroelrey
@budumalli
@sn_fk_n
@mohammedabbasi
@info_activism

Top Tweeters in G9:
@givemepie360
@morgfair
@digyoursoul
@netbacker
@zerojuls
@ibnkafka
@thedalyplanet
@cruellaisdevine
@42lives
@semmoneglynn

Top Tweeters in G10:
@damian0358
@dhmontgomery
@devmy_fr
@smm_news_feed
@yeokrishan
@vatsrishap
@mitchellst
@bluegod
@pattyllaneza
@rencapman