Sci_hub, Twitter, 1/14/2021 9:16:57 AM, 245580


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Sci_hub_2021-01-14_00-30-55.xlsx
Sci_hub_2021-01-14_00-30-55.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 14, 2021
Short Description:
Sci_hub via NodeXL https://bit.ly/39t5Kw5
@drmaciver
@villalbaciencia
@strnr
@jack
@anarchistfed
@violetavr
@namebasehq
@everestpipkin
@brembs
@hns

Top hashtags:
#scihub
#crucialscihub
#sci_hub
#censorship
#openaccess
#science
#openscience
#libgen
#academictwitter

Description:
Description
The graph represents a network of 10,020 Twitter users whose recent tweets contained "Sci_hub", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 14 January 2021 at 09:04 UTC.

The tweets in the network were tweeted over the 7-day, 14-hour, 52-minute period from Wednesday, 06 January 2021 at 17:20 UTC to Thursday, 14 January 2021 at 08:12 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 : 10020
Unique Edges : 12614
Edges With Duplicates : 1294
Total Edges : 13908
Number of Edge Types : 5
Retweet : 8087
MentionsInRetweet : 2306
Mentions : 1074
Replies to : 1120
Tweet : 1321
Self-Loops : 1347
Reciprocated Vertex Pair Ratio : 0.00906192314146669
Reciprocated Edge Ratio : 0.0179610843173125
Connected Components : 1192
Single-Vertex Connected Components : 714
Maximum Vertices in a Connected Component : 7618
Maximum Edges in a Connected Component : 11287
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.254159
Graph Density : 0.000119792354606089
Modularity : 0.781101
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 10,020 Twitter users whose recent tweets contained "Sci_hub", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 14 January 2021 at 09:04 UTC.

The tweets in the network were tweeted over the 7-day, 14-hour, 52-minute period from Wednesday, 06 January 2021 at 17:20 UTC to Thursday, 14 January 2021 at 08:12 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 : TwitterSearch
Graph Term : Sci_hub
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:
[790] https://torrentfreak.com/sci-hub-founder-criticises-sudden-twitter-ban-over-over-counterfeit-content-210108/
[465] http://sci-hub.hns.hns.to/
[455] https://learn.namebase.io/starting-from-zero/how-to-access-handshake-sites#level-3-dns
[408] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case
[406] https://sci-hub.st/
[372] https://telegram.me/scihubot
[262] https://en.wikipedia.org/wiki/Sci-Hub
[222] https://twitter.com/campuscodi/status/1347551800338112513
[180] https://sci-hub.se/
[170] https://twitter.com/joseragas/status/1347930809131524097

Top URLs in Tweet in G1:
[3] https://twitter.com/DRMacIver/status/1347630121625280512
[2] https://www.hindustantimes.com/india-news/sci-hub-libgen-case-delhi-hc-to-hear-students-researchers/story-PxBftjgAPFPfuXGok4qG7N.html
[2] https://twitter.com/joepie91/status/1348976290372743168
[2] https://torrentfreak.com/sci-hub-founder-criticises-sudden-twitter-ban-over-over-counterfeit-content-210108/
[2] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case?utm_source=dlvr.it&utm_medium=twitter
[1] https://zero.sci-hub.do/3896/51ade9ee0bdc899dc25229f0e1a636a8/rovny2011.pdf
[1] https://sci-hub.do/10.1016/s0092-8674(00)00055-6
[1] https://sci-hub.do
[1] https://twitter.com/NathOnSecurity/status/1347554046635364354
[1] https://sci-hub.st/10.1016/j.tics.2018.02.001

Top URLs in Tweet in G2:
[73] https://torrentfreak.com/sci-hub-founder-criticises-sudden-twitter-ban-over-over-counterfeit-content-210108/
[53] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case
[40] https://www.nasdaq.com/articles/pirated-academic-database-sci-hub-is-now-on-the-uncensorable-web-2021-01-11
[35] https://gigazine.net/news/20210113-twitter-suspends-sci-hub-account/
[25] https://gigazine.net/news/20210114-sci-hub-dns-handshake/
[21] https://www.coindesk.com/pirated-academic-sci-hub-handshake
[19] https://sci-hub.se/
[19] https://twitter.com/NathOnSecurity/status/1347554046635364354
[16] https://twitter.com/campuscodi/status/1347551800338112513
[16] https://www.coindesk.com/blockchain-bites-sci-hub-decentralize-bitcoin

Top URLs in Tweet in G3:
[292] https://torrentfreak.com/sci-hub-founder-criticises-sudden-twitter-ban-over-over-counterfeit-content-210108/
[30] https://twitter.com/NamebaseHQ/status/1348707701744922625
[27] https://twitter.com/campuscodi/status/1347551800338112513
[20] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case
[18] https://en.wikipedia.org/wiki/Sci-Hub
[13] https://sci-hub.se/
[11] https://felixbreton.github.io/scihub/
[11] https://twitter.com/francesca_bria/status/1348284407799541762
[10] http://sci-hub.ltd
[10] https://www.barandbench.com/news/litigation/delhi-high-court-agrees-to-hear-scientists-elsevier-piracy-suit-sci-hub-libgen

Top URLs in Tweet in G4:
[455] http://sci-hub.hns.hns.to/
[452] https://learn.namebase.io/starting-from-zero/how-to-access-handshake-sites#level-3-dns
[44] https://www.nasdaq.com/articles/pirated-academic-database-sci-hub-is-now-on-the-uncensorable-web-2021-01-11
[18] https://en.wikipedia.org/wiki/Sci-Hub
[15] https://torrentfreak.com/sci-hub-founder-criticises-sudden-twitter-ban-over-over-counterfeit-content-210108/
[15] https://www.coindesk.com/pirated-academic-sci-hub-handshake
[8] https://telegram.me/scihubot
[6] https://twitter.com/campuscodi/status/1347551800338112513
[5] https://twitter.com/NamebaseHQ/status/1348707701744922625
[2] https://www.coindesk.com/blockchain-bites-sci-hub-decentralize-bitcoin

Top URLs in Tweet in G5:
[325] https://sci-hub.st/
[1] https://torrentfreak.com/sci-hub-scientists-academics-teachers-and-students-protest-blocking-lawsuit-050121/
[1] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case

Top URLs in Tweet in G6:
[72] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[62] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[44] https://torrentfreak.com/sci-hub-libgen-face-isp-blocking-in-india-after-publishers-file-high-court-complaint-201227/
[32] https://www.barandbench.com/news/litigation/delhi-high-court-agrees-to-hear-scientists-elsevier-piracy-suit-sci-hub-libgen
[27] https://twitter.com/vaughanbell/status/1347555853352792066
[21] https://torrentfreak.com/sci-hub-founder-criticises-sudden-twitter-ban-over-over-counterfeit-content-210108/
[15] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case
[12] http://bjoern.brembs.net/2016/02/sci-hub-as-necessary-effective-civil-disobedience/
[7] https://twitter.com/brembs/status/1348661063764631552
[4] https://bartoszbartk.com/2017/07/11/warum-es-ok-ist-sci-hub-zu-nutzen-obwohl-es-illegal-ist/

Top URLs in Tweet in G7:
[227] https://telegram.me/scihubot
[18] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case
[9] https://twitter.com/RadioProzac/status/1215626848199217152
[7] https://sci-hub.se/https://onlinelibrary.wiley.com/doi/abs/10.1111/soc4.12820
[5] https://www.barandbench.com/news/litigation/delhi-high-court-agrees-to-hear-scientists-elsevier-piracy-suit-sci-hub-libgen
[4] https://www.coindesk.com/pirated-academic-sci-hub-handshake
[2] https://www.iltascabile.com/scienze/sci-hub/?utm_content=buffer54102&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://torrentfreak.com/sci-hub-founder-criticises-sudden-twitter-ban-over-over-counterfeit-content-210108/
[2] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] http://bjoern.brembs.net/2016/02/sci-hub-as-necessary-effective-civil-disobedience/

Top URLs in Tweet in G8:
[23] https://telegram.me/scihubot
[12] https://sci-hub.do/
[1] https://twitter.com/campuscodi/status/1347551800338112513
[1] https://sci-hub.se/
[1] http://libgen.is
[1] https://sci-hub.st/10.1038/s41586-019-1368-z
[1] https://sci-hub.do/https://ajp.psychiatryonline.org/doi/10.1176/appi.ajp.2019.19010080
[1] https://felixbreton.github.io/scihub/

Top URLs in Tweet in G9:
[120] https://torrentfreak.com/sci-hub-founder-criticises-sudden-twitter-ban-over-over-counterfeit-content-210108/
[34] https://actualitte.com/article/98267/acteurs-numeriques/twitter-decide-de-couper-le-compte-sci-hub-le-pirate-bay-des-sciences
[13] https://twitter.com/Matthijs85/status/1347603851990458371
[10] https://twitter.com/soundofscfr/status/1347624203906908162
[8] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case
[8] https://twitter.com/Dorialexander/status/1347852271401508864
[5] https://twitter.com/beadmomsw/status/1348650602918764544
[4] https://scihubtw.tw/
[4] https://twitter.com/amyalkon/status/1315739679975567360
[3] https://www.theverge.com/platform/amp/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case

Top URLs in Tweet in G10:
[160] https://twitter.com/joseragas/status/1347930809131524097
[34] https://torrentfreak.com/sci-hub-founder-criticises-sudden-twitter-ban-over-over-counterfeit-content-210108/
[6] https://torrentfreak.com/judge-sci-hub-blocking-case-important-for-science-community-representations-will-be-heard-210107/
[2] https://www.enriquedans.com/2021/01/sci-hub-y-las-diferencias-entre-la-ciencia-y-el-entretenimiento.html
[2] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case
[2] https://www.theverge.com/2021/1/8/22220738/twitter-sci-hub-suspended-indian-court-case?fbclid=IwAR0am_HDnh0lXWrHGwQHY_nVLKo8qnV8YwPNrueI7Ag_a7p1QYdefd9VUuo
[2] https://sci-hub.st/

Top Domains
Top Domains in Tweet in Entire Graph:
[898] twitter.com
[887] torrentfreak.com
[613] theverge.com
[513] sci-hub.st
[465] hns.to
[455] namebase.io
[372] telegram.me
[303] sci-hub.se
[276] wikipedia.org
[202] sci-hub.do

Top Domains in Tweet in G1:
[9] twitter.com
[4] sci-hub.do
[3] sci-hub.st
[2] hindustantimes.com
[2] torrentfreak.com
[2] theverge.com
[1] scihubtw.tw
[1] sci-hub.se
[1] 41610.org
[1] wikipedia.org

Top Domains in Tweet in G2:
[98] twitter.com
[96] torrentfreak.com
[76] theverge.com
[64] gigazine.net
[42] nasdaq.com
[38] coindesk.com
[32] sci-hub.se
[21] enriquedans.com
[19] ycombinator.com
[14] sci-hub.do

Top Domains in Tweet in G3:
[295] torrentfreak.com
[118] twitter.com
[23] theverge.com
[19] wikipedia.org
[15] sci-hub.se
[11] github.io
[10] sci-hub.tw
[10] sci-hub.ltd
[10] barandbench.com
[8] sciencemag.org

Top Domains in Tweet in G4:
[455] hns.to
[452] namebase.io
[45] nasdaq.com
[19] wikipedia.org
[17] coindesk.com
[15] torrentfreak.com
[14] sci-hub.tw
[12] twitter.com
[8] telegram.me
[3] theverge.com

Top Domains in Tweet in G5:
[325] sci-hub.st
[2] theverge.com
[1] torrentfreak.com

Top Domains in Tweet in G6:
[149] theverge.com
[65] torrentfreak.com
[45] twitter.com
[36] barandbench.com
[12] brembs.net
[8] spicyip.com
[4] bartoszbartk.com
[3] sciencemag.org
[3] sci-hub.se
[3] tribuneindia.com

Top Domains in Tweet in G7:
[227] telegram.me
[20] theverge.com
[11] twitter.com
[8] sci-hub.se
[5] barandbench.com
[4] coindesk.com
[3] torrentfreak.com
[2] wikipedia.org
[2] iltascabile.com
[1] brembs.net

Top Domains in Tweet in G8:
[23] telegram.me
[13] sci-hub.do
[1] twitter.com
[1] sci-hub.se
[1] libgen.is
[1] sci-hub.st
[1] github.io

Top Domains in Tweet in G9:
[121] torrentfreak.com
[46] twitter.com
[34] actualitte.com
[13] theverge.com
[6] scihubtw.tw
[5] sci-hub.se
[5] sci-hub.do
[2] sci-hub.tw
[2] instagram.com
[2] wordpress.com

Top Domains in Tweet in G10:
[160] twitter.com
[40] torrentfreak.com
[4] theverge.com
[2] enriquedans.com
[2] sci-hub.st

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[273] scihub
[84] crucialscihub
[83] sci_hub
[61] censorship
[50] openaccess
[43] science
[36] openscience
[34] libgen
[30] academictwitter
[29] sci



Top Hashtags in Tweet in G1:
[1] free_sci_hub

Top Hashtags in Tweet in G2:
[19] scihub
[14] bitcoin
[13] twitter
[8] btc
[7] libgen
[7] sci
[7] news
[7] science
[4] sci_hub
[4] copyright

Top Hashtags in Tweet in G3:
[46] scihub
[37] censorship
[34] openscience
[12] openaccess
[9] academictwitter
[8] libgen
[5] crucialscihub
[5] opendata
[4] banned
[3] paywall

Top Hashtags in Tweet in G4:
[16] sci_hub
[9] dweb
[3] scihub
[2] freespeech
[2] anticensorship
[1] freedomofspeech
[1] decentralize

Top Hashtags in Tweet in G5:
[1] scihub
[1] science

Top Hashtags in Tweet in G6:
[73] crucialscihub
[48] sci_hub
[12] scihub
[8] delhihighcourt
[6] accesstoresearch
[5] ict4d
[4] copyright
[4] sci
[4] libgen
[4] accesstoknowledge

Top Hashtags in Tweet in G7:
[10] scihub
[2] crucialscihub
[1] sci_hub

Top Hashtags in Tweet in G8:
[1] resistance

Top Hashtags in Tweet in G9:
[28] scihub
[13] elsevier
[13] openaccess
[13] censorship
[13] bigtechcensorship
[4] sci_hub
[2] sci
[2] research
[2] openscience
[1] academictwitter

Top Hashtags in Tweet in G10:
[6] scihub
[1] scipub
[1] openaccess

Top Words
Top Words in Tweet in Entire Graph:
[8505] hub
[8468] sci
[3367] verge
[3336] blocked
[3330] being
[3318] such
[3318] down
[3305] example
[3295] result
[3294] legal

Top Words in Tweet in G1:
[3078] sci
[3077] hub
[3053] down
[3051] shut
[3050] such
[3050] perfect
[3050] example
[3050] difference
[3050] between
[3050] legal

Top Words in Tweet in G2:
[605] sci
[596] hub
[202] twitter
[91] over
[82] account
[76] ban
[72] case
[71] web
[64] uncensorable
[63] content

Top Words in Tweet in G3:
[673] sci
[673] hub
[508] twitter
[360] suspended
[338] sci_hub
[335] good
[318] jack
[316] account
[290] ban
[271] knowledge

Top Words in Tweet in G4:
[1026] sci
[1025] hub
[923] hns
[905] gateway
[905] connect
[475] handshake
[468] available
[458] censorship
[454] resistant
[453] news

Top Words in Tweet in G5:
[349] sci_hub
[344] twitter
[343] cuenta
[328] web
[326] papers
[325] suspendido
[325] ve
[325] bajar
[325] gratis
[325] mal

Top Words in Tweet in G6:
[353] hub
[349] sci
[272] court
[198] case
[149] account
[132] twitter
[116] #crucialscihub
[109] crucial
[105] suspends
[105] amid

Top Words in Tweet in G7:
[463] account
[248] twitter
[234] piracy
[233] publishing
[231] industry
[229] profit
[228] pdf
[228] definitely
[227] trump
[227] suspension

Top Words in Tweet in G8:
[482] sci
[482] hub
[436] access
[236] twitter
[224] suspended
[219] papers
[218] seems
[218] please
[218] tell
[218] anyone

Top Words in Tweet in G9:
[201] twitter
[181] compte
[140] sci_hub
[134] suspendu
[126] contrefaçon
[94] hub
[92] sci
[67] sci_hub_
[39] access
[36] j'attends

Top Words in Tweet in G10:
[229] sci
[229] hub
[181] claro
[164] cuenta
[162] suspendido
[160] malo
[160] aplaudir
[160] cierren
[160] tr
[160] mp

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8393] sci,hub
[3279] shut,down
[3275] perfect,example
[3275] difference,between
[3275] legal,moral
[3274] example,difference
[3274] between,legal
[3273] hub,such
[3273] such,perfect
[3273] moral,significantly

Top Word Pairs in Tweet in G1:
[3076] sci,hub
[3051] shut,down
[3050] hub,such
[3050] such,perfect
[3050] perfect,example
[3050] example,difference
[3050] difference,between
[3050] between,legal
[3050] legal,moral
[3050] moral,significantly

Top Word Pairs in Tweet in G2:
[579] sci,hub
[69] twitter,ban
[64] hub,uncensorable
[64] uncensorable,web
[63] 海賊版論文サイト,sci
[59] hub,founder
[56] ban,over
[54] sudden,twitter
[50] hub,account
[48] over,counterfeit

Top Word Pairs in Tweet in G3:
[672] sci,hub
[264] twitter,account
[264] jack,twittersupport
[263] hub,twitter
[263] permanently,suspended
[262] account,permanently
[262] suspended,critical
[262] critical,open
[262] open,knowledge
[262] knowledge,infrastructure

Top Word Pairs in Tweet in G4:
[1025] sci,hub
[461] hub,hns
[454] censorship,resistant
[453] hub,created
[453] created,censorship
[453] resistant,handshake
[453] handshake,gateway
[453] connect,directly
[453] directly,nextdns
[452] news,alert

Top Word Pairs in Tweet in G5:
[325] twitter,suspendido
[325] suspendido,cuenta
[325] cuenta,sci_hub
[325] sci_hub,ve
[325] ve,web
[325] web,bajar
[325] bajar,papers
[325] papers,gratis
[325] gratis,mal
[325] mal,utilizarla

Top Word Pairs in Tweet in G6:
[349] sci,hub
[130] hub,account
[106] court,case
[105] twitter,suspends
[103] suspends,sci
[103] account,amid
[100] amid,indian
[100] indian,court
[98] court,india
[56] against,sci

Top Word Pairs in Tweet in G7:
[229] profit,publishing
[229] publishing,industry
[227] trump,suspension
[227] suspension,overshadowed
[227] overshadowed,twitter
[227] twitter,suspending
[227] suspending,sci_hub's
[227] sci_hub's,account
[227] account,icymi
[227] icymi,scihubbot

Top Word Pairs in Tweet in G8:
[482] sci,hub
[224] twitter,suspended
[218] suspended,sci
[218] hub,seems
[218] seems,please
[218] please,tell
[218] tell,anyone
[218] anyone,sci
[218] hub,provides
[218] provides,mass

Top Word Pairs in Tweet in G9:
[120] suspendu,compte
[119] twitter,suspendu
[93] compte,sci_hub
[92] sci,hub
[92] sci_hub,contrefaçon
[40] compte,sci
[35] compte,sci_hub_
[34] coucou,politiques
[34] politiques,francois_ruffin
[34] francois_ruffin,auroreberge

Top Word Pairs in Tweet in G10:
[229] sci,hub
[160] malo,aplaudir
[160] aplaudir,cierren
[160] cierren,cuenta
[160] cuenta,tr
[160] tr,mp
[160] mp,misma
[160] misma,cara
[160] cara,tienes
[160] tienes,celebrar

Top Replied-To
Top Replied-To in Entire Graph:
@campuscodi
@jack
@betty_couder
@saifedean
@timgill924
@vitalikbuterin
@piromana696_
@strnr
@collegemenfess

Top Replied-To in G1:
@drmaciver
@billy20151
@ren4wangxian
@bradspry
@profanegeometry
@chasereid5
@eigenvectrix
@avriogata
@__jm

Top Replied-To in G2:

Top Replied-To in G3:
@jack
@rokomijicuk
@twitter
@rabpeel
@netnezva
@hardmaru
@ketocarnivore
@sbassi
@kidney_boy

Top Replied-To in G4:
@vitalikbuterin
@daniellefong
@goingparabolic
@skeletor_btc
@notgrubles
@hardmaru
@reinhardremfort
@steven_mckie
@philipggarland
@ourbrotheraamir

Top Replied-To in G5:
@villalbaciencia
@ardi_beltza

Top Replied-To in G6:
@jack
@brembs
@arteluso
@miketaylor
@rsidd120
@danielsp
@sarah_cone
@boixrichter

Top Replied-To in G7:
@strnr
@bastulio
@darius_nau
@jwalker208

Top Replied-To in G8:
@fullfrankchan
@zapovednix
@scottnewgent
@iwelsh
@bversusbolt
@mattmight

Top Replied-To in G9:
@amyalkon
@brkloeckner
@christinevbjc
@matthijs85
@carlzha
@clemence_mrl
@lughspear
@sci_hub_
@jabial
@samoburja

Top Replied-To in G10:
@joseragas
@violetavr

Top Mentioned
Top Mentioned in Entire Graph:
@hns
@nextdns
@jack
@twittersupport
@twitter
@verge
@sci_hub_
@rsprasad
@goi_meity

Top Mentioned in G1:
@drmaciver
@concreted0g
@philosophytube
@pangurandgrim
@max_hodak

Top Mentioned in G2:

Top Mentioned in G3:
@jack
@twittersupport
@twitter
@potus
@libgen_project
@twittersafety
@kidney_boy
@academicchatter

Top Mentioned in G4:
@hns
@nextdns
@namebasehq
@nasdaq
@newsycombinator
@twitter
@sci
@verge
@apompliano

Top Mentioned in G5:
@villalbaciencia
@darkor_lf
@teknomagic
@nbrevu

Top Mentioned in G6:
@verge
@vishuguttal
@rsidd120
@spicyip
@amreibahr
@lambo
@jack
@twitter
@deemahishi

Top Mentioned in G7:
@scihubmirrors1
@strnr
@surt_lab
@tiagopeixoto
@openscience
@hareldan
@camillemrcht
@emmecola

Top Mentioned in G8:
@rufusyoakam
@socdoneleft
@alainekerry
@mrcrystalmighty
@katymontgomerie
@rose_of_dawn
@annelabarbera
@msblairewhite
@buckangel

Top Mentioned in G9:
@sci_hub_
@ringo_ring
@francois_ruffin
@auroreberge
@cedric_o
@_thebastion_
@laetitiaavia
@piratesbay

Top Mentioned in G10:
@torrentfreak
@cesarfaz

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@zerglinator
@jijmpel
@bori_so1
@animesh1977
@ladivinadiva
@rxbun
@betigulceylan
@look987
@blacktist

Top Tweeters in G1:
@zerglinator
@blacktist
@wally_wests
@curiouskd2000
@mcclure111
@thatoneguy2440
@frankentan
@drkotobuki
@fenris_lupus
@cvmacedog

Top Tweeters in G2:
@robinsnewswire
@ottlegalrebels
@guzmanadrian
@harasu_onigiri
@ruhanirabin
@iptops_com_news
@sciseekfeed
@dataaugmented
@sharon_smith_1
@nsuna_

Top Tweeters in G3:
@ladivinadiva
@rxbun
@aldoceccarelli
@aluizcosta
@michaelbarger1
@tenoq
@ansisegle
@upulie
@ziromr
@paul_trembath

Top Tweeters in G4:
@_l17r_
@danielocl
@virgiliocorrado
@syawal
@igorcarron
@pageman
@drethelin
@kinjeketile
@bsterix
@tortugaconqueso

Top Tweeters in G5:
@mariojpc
@juanseapi
@leti__uchiha
@freudfollabamal
@fincesatiesa
@velma___dinkley
@dysulfurment
@juan_ll1
@chalaoninonino
@teknomagic

Top Tweeters in G6:
@renellglover
@ilovebooks786
@almostinfamous
@grumpeoldman
@imno6
@reniman
@madmanweb
@verge
@steltenpower
@maxinweb82

Top Tweeters in G7:
@asher_wolf
@fruzda
@michajawkan
@jchrispires
@highimpactsex
@taco_lad
@dliessmgg
@xythar
@nnarziss
@rangerkarl

Top Tweeters in G8:
@armywrn
@choracuica
@ashokathebear
@philosopop
@annelabarbera
@g_fancy
@arquiiena
@blackbess_
@gobackto505
@lyndonrosser

Top Tweeters in G9:
@jijmpel
@guenotmichel
@delphine_d
@luxbox
@wawwoski1
@alain_co
@neea6
@thesfreader
@thd_it
@jabial

Top Tweeters in G10:
@malinelopeze
@karennkiowa
@rosmamac
@dreammex
@j_saenz001
@ion_aehm
@b9ace
@koverptw
@epalmamtz
@jljuarezmx