aaas, Twitter, 9/9/2021 6:46:09 AM, 261569


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aaas_2021-09-08_23-07-48.xlsx
aaas_2021-09-08_23-07-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 09, 2021
Short Description:
aaas via NodeXL https://bit.ly/3l7vCTV
@aaas
@randpaul
@braincures
@ballouxfrancois
@aaas_stpf
@michaelemann
@bob_calder
@friendsoscience
@geraldkutney
@aaas_gr

Top hashtags:
#scipol
#makingourcase
#sciencediplomacy
#aaas
#scicomm
#᷂أساطير_للريتويت
#rt
#stem
#猫

Description:
Description
The graph represents a network of 7,262 Twitter users whose tweets in the requested range contained "aaas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 September 2021 at 06:15 UTC.

The requested start date was Thursday, 09 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 4-hour, 42-minute period from Friday, 27 August 2021 at 22:20 UTC to Wednesday, 08 September 2021 at 03:02 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 : 7262
Unique Edges : 5773
Edges With Duplicates : 14999
Total Edges : 20772
Number of Edge Types : 5
Retweet : 4443
MentionsInRetweet : 7569
Mentions : 5105
Replies to : 1337
Tweet : 2318
Self-Loops : 2434
Reciprocated Vertex Pair Ratio : 0.0336651381277262
Reciprocated Edge Ratio : 0.0651374161436918
Connected Components : 1203
Single-Vertex Connected Components : 642
Maximum Vertices in a Connected Component : 1980
Maximum Edges in a Connected Component : 9834
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.766002
Graph Density : 0.000175272298848486
Modularity : 0.433285
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 7,262 Twitter users whose tweets in the requested range contained "aaas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 September 2021 at 06:15 UTC.

The requested start date was Thursday, 09 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 4-hour, 42-minute period from Friday, 27 August 2021 at 22:20 UTC to Wednesday, 08 September 2021 at 03:02 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 : aaas
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:
[195] https://www.sciencemag.org/news/2021/08/having-sars-cov-2-once-confers-much-greater-immunity-vaccine-no-infection-parties
[43] https://www.science.org/news/2021/08/grim-warning-israel-vaccination-blunts-does-not-defeat-delta?cookieSet=1
[25] https://twitter.com/AAAS_GR/status/1432372036119240710
[24] https://www.science.org/content/article/having-sars-cov-2-once-confers-much-greater-immunity-vaccine-vaccination-remains-vital?cookieSet=1
[19] https://www.science.org/content/article/why-many-scientists-say-unlikely-sars-cov-2-originated-lab-leak?cookieSet=1
[14] https://www.sciencemag.org/news/2021/08/having-sars-cov-2-once-confers-much-greater-immunity-vaccine-vaccination-remains-vital
[13] https://twitter.com/aaas_gr/status/1432372036119240710
[12] https://aaas.zoom.us/webinar/register/WN_ntMnPu6KQZiidOGO4NjXiw
[11] https://clicktotweet.com/abW3S
[10] https://www.aaas.org/programs/catalyzing-advocacy-in-science-and-engineering

Top URLs in Tweet in G1:
[5] https://www.sciencemag.org/news/2021/08/having-sars-cov-2-once-confers-much-greater-immunity-vaccine-no-infection-parties
[1] https://www.science.org/content/article/having-sars-cov-2-once-confers-much-greater-immunity-vaccine-vaccination-remains-vital?cookieSet=1
[1] https://twitter.com/randpaul/status/1431248576684888065
[1] https://www.sciencemag.org/news/2021/08/unethical-unnecessary-covid-19-vaccine-booster-debate-intensifies

Top URLs in Tweet in G2:
[25] https://twitter.com/AAAS_GR/status/1432372036119240710
[12] https://twitter.com/aaas_gr/status/1432372036119240710
[11] https://clicktotweet.com/abW3S
[10] https://aaas.zoom.us/webinar/register/WN_ntMnPu6KQZiidOGO4NjXiw
[10] https://www.nationalpostdoc.org/events/eventdetails.aspx?id=1440050
[8] https://www.aaas.org/programs/catalyzing-advocacy-in-science-and-engineering
[7] https://www.sciencepolicyjournal.org/jspgvol18iss03.html
[6] https://www.sciencepolicyjournal.org/article_1038126_jspg180303.html
[5] https://twitter.com/SciPolJournal/status/1432380024720699399
[5] https://www.sciencediplomacy.org/article/2021/understanding-and-meeting-challenges-displaced-scientists-in-21st-century

Top URLs in Tweet in G3:
[5] https://zabuu.site/user/detail/919630981203554304
[2] https://otakei.otakuma.net/archives/2021051907.html
[2] https://twitter.com/i/spaces/1ZkKzeYBvmaxv
[2] https://twitter.com/suzu_ekm/status/1434479822806212615
[2] https://twitter.com/i/spaces/1BdxYYqOWroxX
[2] https://umihaku.theshop.jp/items/30023050
[2] http://gacha.o0o0.jp/gp/archives/150
[2] https://www.cnn.co.jp/fringe/35175771.html
[2] https://www.bbc.com/japanese/58352258
[2] https://news.yahoo.co.jp/articles/7fd1e042cd6784e32b4eb70950a1099ee8fa9ad7

Top URLs in Tweet in G4:
[140] https://www.sciencemag.org/news/2021/08/having-sars-cov-2-once-confers-much-greater-immunity-vaccine-no-infection-parties
[24] https://www.science.org/news/2021/08/grim-warning-israel-vaccination-blunts-does-not-defeat-delta?cookieSet=1
[18] https://www.science.org/content/article/having-sars-cov-2-once-confers-much-greater-immunity-vaccine-vaccination-remains-vital?cookieSet=1
[17] https://www.science.org/content/article/why-many-scientists-say-unlikely-sars-cov-2-originated-lab-leak?cookieSet=1
[12] https://www.sciencemag.org/news/2021/08/having-sars-cov-2-once-confers-much-greater-immunity-vaccine-vaccination-remains-vital
[6] https://www.science.org/content/article/unpublished-covid-19-paper-alarmed-scientist-he-had-keep-silent?cookieSet=1
[6] https://peing.net/ja/ri_aaas?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[4] https://automotiveattributionsummit.com/book-hotel/?utm_source=linkedin&utm_medium=social&utm_campaign=hotel_book_early_series_1&utm_term=post&utm_content=multiuse_link_pcg_team
[3] https://www.sciencemag.org/news/2021/08/mind-blowing-grizzly-bear-dna-maps-indigenous-language-families
[3] https://www.sciencemag.org/news/2021/08/grim-warning-israel-vaccination-blunts-does-not-defeat-delta

Top URLs in Tweet in G5:
[2] https://www.sciencemag.org/news/2021/08/antibiotic-resistance-has-spread-deep-dark-forest-bear-teeth-reveal?utm_campaign=news_daily_2021-08-25&et_rid=35341815&et_cid=3897426
[1] https://endpts.com/warp-speeds-moncef-slaoui-loses-board-chairmanship-after-getting-hit-with-sexual-harassment-allegations/
[1] https://endpts.com/eli-lilly-strips-ousted-cfo-josh-smiley-of-24m-in-pay-after-inappropriate-messages-scandal/
[1] https://www.dailymail.co.uk/news/article-9892045/Is-Harrow-educated-scientist-Aubrey-Grey-sex-pest.html
[1] https://www.outsourcing-pharma.com/Article/2015/11/18/CEO-who-only-employs-beautiful-women-guilty-of-sex-discrimination
[1] https://www.nytimes.com/2018/10/25/technology/google-sexual-harassment-andy-rubin.html
[1] https://www.glasgowlive.co.uk/news/glasgow-news/uni-accused-whitewashing-pervert-professor-19265534
[1] https://www.thetimes.co.uk/article/calls-for-bully-cancer-scientist-nazneen-rahman-to-lose-astrazeneca-directorship-7bbmp3jn2
[1] https://www.dailymail.co.uk/news/article-9605499/Microsoft-CEO-sticks-knife-Bill-Gates-affair-staff-member-revealed.html
[1] https://www.morningbrew.com/emerging-tech/stories/2021/08/04/deepminds-cofounder-placed-leave-bullying-google-promoted

Top URLs in Tweet in G6:
[2] https://www.sciencemag.org/news/2021/08/having-sars-cov-2-once-confers-much-greater-immunity-vaccine-no-infection-parties

Top URLs in Tweet in G7:
[4] https://www.sciencemag.org/news/2021/08/having-sars-cov-2-once-confers-much-greater-immunity-vaccine-no-infection-parties

Top URLs in Tweet in G8:
[1] https://www.sciencemag.org/news/2021/08/having-sars-cov-2-once-confers-much-greater-immunity-vaccine-no-infection-parties

Top URLs in Tweet in G9:
[1] https://www.aaas.org/governance/aaas-affiliates
[1] https://www.sciencemag.org/news/2021/07/un-climate-panel-confronts-implausibly-hot-forecasts-future-warming

Top URLs in Tweet in G10:
[1] https://twitter.com/Celebrty_0/status/1432318573721051141
[1] https://twitter.com/hashksa/status/1432720893424328714
[1] https://twitter.com/AbtTrend/status/1433712068499288078
[1] https://twitter.com/aa1hz/status/1434065176987377666
[1] https://www.academia.edu/50837811/%D8%A7%D9%84%D8%A5%D9%84%D9%87_%D8%AF%D8%A3%D9%8A_%D8%A7%D9%84%D8%B9%D8%B1%D8%A8%D9%8A_%D9%88%D8%A7%D9%84%D8%BA%D8%B1%D8%A7%D8%A8_The_Arabian_deity_Dai_and_the_crow_English_abstract
[1] https://twitter.com/habobtkum/status/1430924461407182848
[1] https://twitter.com/alhajaj766/status/1433721940380946432
[1] https://www.youm7.com/story/2020/7/25/%D9%85%D9%86-%D9%87%D9%88-%D8%B3%D8%A8%D8%A3-%D9%88%D9%87%D9%84-%D8%A8%D8%B4%D8%B1-%D8%A8%D9%85%D8%AC%D9%89%D8%A1-%D8%A7%D9%84%D8%B1%D8%B3%D9%88%D9%84-%D9%82%D8%A8%D9%84-%D8%A7%D9%84%D8%A5%D8%B3%D9%84%D8%A7%D9%85-%D9%85%D8%A7/4896911

Top Domains
Top Domains in Tweet in Entire Graph:
[291] sciencemag.org
[271] twitter.com
[227] science.org
[127] aaas.org
[29] youtube.com
[23] zoom.us
[21] clicktotweet.com
[21] co.jp
[19] sciencepolicyjournal.org
[10] peing.net

Top Domains in Tweet in G1:
[6] sciencemag.org
[1] science.org
[1] twitter.com

Top Domains in Tweet in G2:
[109] twitter.com
[52] aaas.org
[30] science.org
[21] clicktotweet.com
[21] sciencemag.org
[18] sciencepolicyjournal.org
[12] zoom.us
[10] nationalpostdoc.org
[6] workcast.net
[6] sciencediplomacy.org

Top Domains in Tweet in G3:
[34] twitter.com
[13] co.jp
[8] karapaia.com
[7] shindanmaker.com
[6] zabuu.site
[4] or.jp
[3] appli-maker.jp
[3] youtube.com
[2] otakuma.net
[2] btnmaker.me

Top Domains in Tweet in G4:
[182] sciencemag.org
[132] science.org
[52] twitter.com
[13] aaas.org
[7] tweetedtimes.com
[6] peing.net
[6] automotiveattributionsummit.com
[4] ne.jp
[3] google.com
[3] zoom.us

Top Domains in Tweet in G5:
[10] sciencemag.org
[8] co.uk
[7] twitter.com
[4] youtube.com
[4] theguardian.com
[4] nature.com
[3] nytimes.com
[2] endpts.com
[2] science.org
[2] aaas.org

Top Domains in Tweet in G6:
[2] sciencemag.org

Top Domains in Tweet in G7:
[4] sciencemag.org

Top Domains in Tweet in G8:
[1] sciencemag.org

Top Domains in Tweet in G9:
[1] aaas.org
[1] sciencemag.org

Top Domains in Tweet in G10:
[6] twitter.com
[1] academia.edu
[1] youm7.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[143] scipol
[117] makingourcase
[63] sciencediplomacy
[57] aaas
[47] scicomm
[45] ᷂أساطير_للريتويت
[43] rt
[40] stem
[39] 猫
[35] covid19



Top Hashtags in Tweet in G1:
[1] naturalimmunity

Top Hashtags in Tweet in G2:
[132] scipol
[111] makingourcase
[62] sciencediplomacy
[37] scicomm
[36] aaas
[35] rt
[28] jspgendlessfrontier
[25] stem
[21] science
[20] postdocs

Top Hashtags in Tweet in G3:
[39] 猫
[21] スズ会議
[14] 猫好きさんと繋がりたい
[13] 豆柴
[12] ねこ
[10] cat
[10] 猫のいる暮らし
[9] 柴犬
[7] 駅メモファンアート
[7] 子猫

Top Hashtags in Tweet in G4:
[6] aaas
[6] 質問箱
[6] 匿名質問募集中
[4] covid
[4] covid19
[4] science
[4] aaas2021
[4] dmsc2021
[4] automotivenews
[4] automotivebusiness

Top Hashtags in Tweet in G5:
[10] rri
[10] scipol
[9] stemtoo
[8] metoo
[6] scicomm
[6] womeninstem
[6] sdgs
[5] stem
[4] sdg16
[4] stemm

Top Hashtags in Tweet in G9:
[1] climate
[1] climatechange

Top Hashtags in Tweet in G10:
[2] الخــــط_المــــدني
[2] الخط_العربي
[2] وحي_الحجارة
[2] نقوش_إسلامية
[2] ينبع
[2] وزارة_التعليم
[2] تجارة
[2] saudiarabia
[2] مجتمع_صحي_رياضي
[2] السعودية

Top Words
Top Words in Tweet in Entire Graph:
[2870] aaas
[1949] immunity
[1702] sars
[1697] cov
[1669] much
[1651] greater
[1650] science
[1645] once
[1641] confers
[1628] vaccine

Top Words in Tweet in G1:
[1113] vaccine
[1113] cov
[1112] immunity
[1111] having
[1111] sars
[1111] once
[1111] confers
[1111] much
[1111] greater
[1103] randpaul

Top Words in Tweet in G2:
[667] aaas
[457] science
[370] aaas_stpf
[223] policy
[211] scipoljournal
[196] workshop
[192] issue
[179] 2021
[172] case
[148] advocacy

Top Words in Tweet in G3:
[108] taki_aaas
[50] suzu_ekm
[39] #猫
[22] co
[22] ω
[21] #スズ会議
[14] #猫好きさんと繋がりたい
[13] はい
[13] #豆柴
[12] #ねこ

Top Words in Tweet in G4:
[676] aaas
[340] science
[199] sars
[199] cov
[188] vaccine
[181] immunity
[178] much
[176] once
[176] confers
[176] greater

Top Words in Tweet in G5:
[157] braincures
[101] academicparity
[90] do_kinder
[85] bulliescampaign
[83] researchbysave
[81] aaas
[80] forsymp
[80] dohadebates
[69] delusionalacad1
[67] thepeopleshubuk

Top Words in Tweet in G6:
[274] immunity
[264] aaas
[263] science
[261] ballouxfrancois
[260] expect
[260] such
[260] strongly
[260] worded
[260] piece
[260] textbook

Top Words in Tweet in G7:
[169] sars
[169] cov
[169] once
[169] confers
[169] much
[169] greater
[169] immunity
[124] vaccine
[123] having
[114] infection

Top Words in Tweet in G8:
[114] science
[104] twitter
[104] preventing
[104] users
[104] sharing
[104] link
[104] article
[104] publication
[104] american
[103] tomselliott

Top Words in Tweet in G9:
[5] factsparrow
[3] robert76907841
[3] veritatem2021
[3] insane_voice
[3] ozzorro1
[3] andrygiles
[3] aaas
[3] toryrepustar
[3] ricklazzarini
[3] gerardmlaw

Top Words in Tweet in G10:
[104] في
[93] من
[88] aaas_ye
[60] لا
[53] على
[43] و
[36] العرب
[34] أن
[30] ما
[29] عن

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1691] sars,cov
[1641] greater,immunity
[1639] cov,once
[1639] once,confers
[1639] confers,much
[1639] much,greater
[1591] having,sars
[1135] one,reason
[1135] reason,vaccine
[1135] vaccine,mandates

Top Word Pairs in Tweet in G1:
[1111] having,sars
[1111] sars,cov
[1111] cov,once
[1111] once,confers
[1111] confers,much
[1111] much,greater
[1111] greater,immunity
[1103] one,reason
[1103] reason,vaccine
[1103] vaccine,mandates

Top Word Pairs in Tweet in G2:
[148] case,workshop
[129] special,issue
[108] advocacy,science
[108] science,engineering
[107] science,policy
[105] catalyzing,advocacy
[101] engineering,case
[96] workshop,take
[96] take,place
[94] 2021,catalyzing

Top Word Pairs in Tweet in G3:
[6] #猫,#cat
[6] #猫,#猫のいる暮らし
[6] #タモリ倶楽部,#tvasahi
[6] #tvasahi,#tamoriclub
[6] #tamoriclub,#タモリ
[6] #タモリ,#かまいたち
[6] #かまいたち,#あいみょん
[4] #cat,#ねこ
[4] #猫,#スコティッシュフォールド
[4] #ねこ,#ネコ

Top Word Pairs in Tweet in G4:
[317] science,aaas
[198] sars,cov
[176] greater,immunity
[174] cov,once
[174] once,confers
[174] confers,much
[174] much,greater
[173] having,sars
[173] immunity,vaccine
[138] parties,please

Top Word Pairs in Tweet in G5:
[83] bulliescampaign,researchbysave
[80] forsymp,dohadebates
[78] researchbysave,forsymp
[65] delusionalacad1,psychmh
[63] dohadebates,thepeopleshubuk
[63] thepeopleshubuk,delusionalacad1
[54] psychmh,rossthomson26
[44] braincures,bulliescampaign
[41] rossthomson26,suzanne_g
[30] juliesilvermd,proftimnoakes

Top Word Pairs in Tweet in G6:
[261] science,aaas
[260] expect,such
[260] such,strongly
[260] strongly,worded
[260] worded,piece
[260] piece,science
[260] aaas,textbook
[260] textbook,example
[260] example,natural
[260] natural,immunity

Top Word Pairs in Tweet in G7:
[169] sars,cov
[169] cov,once
[169] once,confers
[169] confers,much
[169] much,greater
[169] greater,immunity
[123] having,sars
[114] immunity,vaccine
[114] vaccine,infection
[114] infection,parties

Top Word Pairs in Tweet in G8:
[104] twitter,preventing
[104] preventing,users
[104] users,sharing
[104] sharing,link
[104] link,article
[104] article,science
[104] science,publication
[104] publication,american
[103] tomselliott,twitter
[103] american,associa

Top Word Pairs in Tweet in G9:
[3] factsparrow,toryrepustar
[3] toryrepustar,ricklazzarini
[3] ricklazzarini,gerardmlaw
[3] gerardmlaw,gordon_dhg
[3] gordon_dhg,roypentland
[3] roypentland,dougyfresh79
[3] dougyfresh79,25_cycle
[2] lo_vvriter,ejwwest
[2] kenneth72712993,docsnow1
[2] ozzmanosgood,roger_clague

Top Word Pairs in Tweet in G10:
[13] lailaalhashimi,aaas_ye
[12] alhajaj766,aaas_ye
[9] العرب,الذين
[7] العهد,القديم
[6] لست,من
[6] t__dahil,aaas_ye
[6] isawu2016,aaas_ye
[6] samielkebir2,aaas_ye
[5] ه,پ
[5] پ,وليت

Top Replied-To
Top Replied-To in Entire Graph:
@taki_aaas
@aaas_ye
@suzu_ekm
@duda_mr_
@e_doublev_phd
@tag_aaas
@aaas_______
@aaas
@lailaalhashimi
@samielkebir2

Top Replied-To in G2:
@e_doublev_phd
@aaas
@avelinoamado
@andrea_hindman
@aaronjpina
@melodytantx
@salovphd
@steph_guerra
@dannagal
@drsam_phd

Top Replied-To in G3:
@taki_aaas
@suzu_ekm
@tomenasanna
@breakfrandle
@_____aaas__
@ekimemomaru
@bsclancer168456
@eki16g_syrup
@yamato_mochi
@ltd_expluna

Top Replied-To in G4:
@cancommschols

Top Replied-To in G5:
@bulliescampaign
@do_kinder
@braincures
@academicparity
@jeremyfarrar
@morimahmoudi
@minionpostdoc
@taranaburke
@drumeshprabhu
@ajackiehunter

Top Replied-To in G6:
@karolkarpinski
@ballouxfrancois

Top Replied-To in G9:
@particle96
@lo_vvriter
@factsparrow

Top Replied-To in G10:
@aaas_ye
@samielkebir2
@lailaalhashimi
@alhajaj766
@t__dahil
@alenzitariq
@shdakhalk2
@isawu2016
@mohammed93athar
@drazizalrehaili

Top Mentioned
Top Mentioned in Entire Graph:
@randpaul
@aaas
@aaas_stpf
@ballouxfrancois
@braincures
@scipoljournal
@aaas_gr
@kavlifoundation
@academicparity
@atensnut

Top Mentioned in G1:
@randpaul
@korimaru0206
@missmeme62
@perrotveroniqu7

Top Mentioned in G2:
@aaas
@aaas_stpf
@scipoljournal
@aaas_gr
@kavlifoundation
@twasnews
@scidip
@energy
@nationalpostdoc
@nsf

Top Mentioned in G3:
@suzu_ekm
@taki_aaas
@1256023kisei
@kei_kei
@b09a2032c
@carex_minima
@otoutubo
@karapaia
@tyomateee
@ijuy090

Top Mentioned in G4:
@sciart3d
@aerycrow
@jillylove101
@calizonie
@jazzmanahn

Top Mentioned in G5:
@braincures
@academicparity
@researchbysave
@do_kinder
@forsymp
@dohadebates
@bulliescampaign
@aaas
@delusionalacad1
@thepeopleshubuk

Top Mentioned in G6:
@ballouxfrancois
@randpaul
@anaverageben

Top Mentioned in G7:
@atensnut
@josephjflynn1
@randpaul
@lisachristinect
@zeeeontario

Top Mentioned in G8:
@twitter
@tomselliott
@helenaguirrefer
@randpaul
@atensnut
@josephjflynn1

Top Mentioned in G9:
@robert76907841
@veritatem2021
@factsparrow
@insane_voice
@ozzorro1
@andrygiles
@toryrepustar
@ricklazzarini
@gerardmlaw
@gordon_dhg

Top Mentioned in G10:
@aaas_ye
@t__dahil
@isawu2016
@hizam_elqahtani
@alenzitariq
@fouadurbanist
@drazizalrehaili
@aaksa_project
@mohammed93athar
@mashalgrad

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@cas_2050001283
@cocacolajapan
@ichibankuji
@gocoo_59
@gocoo
@danielpilotte1
@matiere
@femtech_

Top Tweeters in G1:
@housecracka
@seki_yo
@mtrushmore2016
@1catherinesiena
@sustain05
@powerglobalus
@ele9061
@relisys222
@concernedhigh
@jimw_in_nm

Top Tweeters in G2:
@danielpilotte1
@viralvideovlogs
@amazingchevvolt
@tarundsnaol
@kevinfitts
@joke2power
@belindageoly
@whysharksmatter
@ti_enjoli
@newsweek

Top Tweeters in G3:
@akiko_lawson
@cocacolajapan
@misterdonut_jp
@obashuji
@kyouji0716
@ken_sya
@foxnumber6
@animamundi_
@karakusa8250
@zakuro_ishi

Top Tweeters in G4:
@cas_2050001283
@matiere
@crweworld
@billm9
@f_k_t_
@nean
@drpatfarrell
@chemoelectric
@dian5
@ochreblue

Top Tweeters in G5:
@femtech_
@ligayaloyola
@guardian
@googleexpertuk
@sustaintrends
@60sparkle
@bbcnews
@nicochan33
@mailonline
@drumeshprabhu

Top Tweeters in G6:
@porridgeisgood
@southerngemgal
@real_dr_roy
@garthgodsman
@superbikeal
@lauracarrese
@roodgridance
@ashokkmrsingh
@beddoeroger
@martianlobotomy

Top Tweeters in G7:
@susaninlaguna
@olitasdmar
@dixieland__diva
@crzyredhead2018
@lisaetter1
@butch_hoffman
@jwarrenstokes
@kwtgvt
@westernpajon
@dwf57

Top Tweeters in G8:
@nvania
@damnoldguy
@proteinwisdom
@lourdesalom
@colony14
@mdyankeefan1
@realcheeku
@joesmit34957337
@jacfertuten
@wildkattz

Top Tweeters in G9:
@iromg
@jane__eden
@friendsoscience
@asinister
@dawntj90
@socalbohogal
@particle96
@noelturner194
@roypentland
@insane_voice

Top Tweeters in G10:
@abusulayman
@kadwi69
@dw_arabic
@na9er_dashti
@salrashed
@alshemasyah
@dr_alabdali
@hizam_elqahtani
@abdulaziz1391
@fahdalbogami


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