aaas, Twitter, 5/26/2022 6:34:03 AM, 277075


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aaas_2022-05-25_23-02-08.xlsx
aaas_2022-05-25_23-02-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2022
Short Description:
aaas via NodeXL https://bit.ly/3PJ3Njm
@aaas
@taki_aaas
@braincures
@aaas_seachange
@do_kinder
@aaas_stpf
@aaas_doser
@roper_lab
@planaria1
@aaas_scicomm

Top hashtags:
#aaas
#rt
#漫画が読めるハッシュタグ
#seachange
#dei
#scipol
#akınakınözü
#kaderiminoyunu
#research
#stemm

Description:
Description
The graph represents a network of 5,628 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, 26 May 2022 at 06:10 UTC.

The requested start date was Thursday, 26 May 2022 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 13-day, 23-hour, 45-minute period from Thursday, 12 May 2022 at 00:02 UTC to Wednesday, 25 May 2022 at 23:47 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 : 5628
Unique Edges : 5857
Edges With Duplicates : 9993
Total Edges : 15850
Number of Edge Types : 5
Retweet : 2619
MentionsInRetweet : 3670
Mentions : 4755
Replies to : 2223
Tweet : 2583
Self-Loops : 2616
Reciprocated Vertex Pair Ratio : 0.0786468741079075
Reciprocated Edge Ratio : 0.145825062855631
Connected Components : 974
Single-Vertex Connected Components : 446
Maximum Vertices in a Connected Component : 1434
Maximum Edges in a Connected Component : 4648
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.337477
Graph Density : 0.000238626360947048
Modularity : 0.462576
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,628 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, 26 May 2022 at 06:10 UTC.

The requested start date was Thursday, 26 May 2022 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 13-day, 23-hour, 45-minute period from Thursday, 12 May 2022 at 00:02 UTC to Wednesday, 25 May 2022 at 23:47 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:
[86] https://pt.afl.rakuten.co.jp/c/25f6f664.c79a51d0/?url=https%3A%2F%2Fitem.rakuten.co.jp%2Fhp-official%2Fr4d8k2pa-aabh%2F&ref=&ut=&link_type=&afct=i_1
[68] https://www.science.org/content/article/monkeypox-outbreak-questions-intensify-cases-soar?cookieSet=1
[23] https://www.science.org/content/article/new-versions-omicron-are-masters-immune-evasion?cookieSet=1
[20] https://bscscan.com/tx/0x6438eea836541c01b5f19be4cc8aece009454fb33d0c9d19ce6a2bc6c23e4dd1
[18] https://greenlivingguy.com/2022/05/2021-ford-mustang-mach-e-premium-all-wheel-drive-wins-aaas-best-overall-car-for-2022/
[16] https://xsurge.net/programs
[15] https://www.aaas.org/news/election-results-are-keith-yamamoto-serve-aaas-president-elect
[14] https://www.acog.org/news/news-releases/2021/07/acog-smfm-recommend-covid-19-vaccination-for-pregnant-individuals
[13] https://www.science.org/content/article/world-s-oldest-tree-growing-ravine-chile?cookieSet=1
[12] https://www.science.org/content/article/lowly-mushrooms-may-be-key-ecosystem-survival-warming-world?cookieSet=1

Top URLs in Tweet in G1:
[6] https://zabuu.site/user/detail/919630981203554304
[4] https://www.ashikaga.co.jp/parkdayori/flower.php
[3] https://www.tokyo-np.co.jp/article/176761
[2] https://www.mottohomete.net/taki_aaas
[2] https://news.livedoor.com/article/detail/22197989/
[2] https://news.livedoor.com/article/detail/22199460/
[2] https://news.livedoor.com/article/detail/22199213/
[2] https://news.livedoor.com/article/detail/22202333/
[2] https://news.livedoor.com/article/detail/22203479/
[2] https://news.livedoor.com/article/detail/22209328/

Top URLs in Tweet in G2:
[15] https://www.aaas.org/news/election-results-are-keith-yamamoto-serve-aaas-president-elect
[10] https://aaas.zoom.us/meeting/register/tJUucO6qrjoiHtXJOYLSmlzkFFKY7GgpJ5co
[10] https://www.aaas.org/events/regional-reflections-green-infrastructure-and-nature-based-solutions-mid-atlantic-and
[8] https://www.aaas.org/riley-lecture
[8] https://www.aaas.org/events/regional-reflections-green-infrastructure-and-nature-based-solutions-mid-atlantic-and?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter
[8] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=0097f8b0-d7fc-4ca4-a65d-8e1424c01e16&ccId=19000101_000001&jobId=440583
[5] https://www.aaas.org/coalition/conference/2022/cfp
[5] https://twitter.com/kryamamoto/status/1524426344729169920
[4] https://www.aaas.org/survey
[4] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=0097f8b0-d7fc-4ca4-a65d-8e1424c01e16&ccId=19000101_000001&jobId=440521&lang=en_US&source=CC4

Top URLs in Tweet in G3:
[86] https://pt.afl.rakuten.co.jp/c/25f6f664.c79a51d0/?url=https%3A%2F%2Fitem.rakuten.co.jp%2Fhp-official%2Fr4d8k2pa-aabh%2F&ref=&ut=&link_type=&afct=i_1
[13] https://www.science.org/content/article/new-versions-omicron-are-masters-immune-evasion?cookieSet=1
[13] https://www.science.org/content/article/monkeypox-outbreak-questions-intensify-cases-soar?cookieSet=1
[7] https://peing.net/ja/ri_aaas?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[6] https://www.science.org/content/article/microchips-mimic-human-brain-could-make-ai-far-more-energy-efficient?cookieSet=1
[6] https://www.science.org/content/article/world-s-oldest-tree-growing-ravine-chile?cookieSet=1
[5] https://www.science.org/content/article/hate-your-face-mask-there-s-hope?cookieSet=1
[4] https://www.aaas.org/news/anti-inflammatory-medications-raise-risk-chronic-back-pain-patients
[4] https://www.science.org/content/article/how-life-could-have-arisen-rna-world?cookieSet=1
[4] https://greenlivingguy.com/2022/05/2021-ford-mustang-mach-e-premium-all-wheel-drive-wins-aaas-best-overall-car-for-2022/

Top URLs in Tweet in G4:
[1] https://twitter.com/JMaine518/status/1528829680601772033
[1] https://twitter.com/siralysson/status/1528904188134100997
[1] https://www.gamesindustry.biz/articles/2021-06-10-xbox-wants-to-release-a-game-every-three-months
[1] https://twitter.com/xboxgamepass/status/1528811594859282438
[1] https://twitter.com/Xbox/status/1526357538345824263

Top URLs in Tweet in G5:
[1] https://twitter.com/__salma27/status/1504202119297093632

Top URLs in Tweet in G6:
[1] https://cgsnet.org/newsletter/aaas-report-on-u-s-rd-and-innovation/
[1] https://www.aaas.org/sites/default/files/2021-05/AIandCOVID19_2021_FINAL.pdf
[1] https://www.youtube.com/watch?v=xVoRbsKAawU&feature=youtu.be

[1] https://www.naspa.org/blog/institutional-betrayal-as-a-motivator-for-campus-sexual-assault-activism
[1] https://twitter.com/Nature/status/1129158354826334210?s=20&t=muik79uXckdKZ1_S_eJscg
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-018-05143-8
[1] https://www.thetimes.co.uk/article/universities-told-to-stop-silencing-sex-pest-victims-g0gjhj35x
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-018-05156-3
[1] https://www.nytimes.com/interactive/2018/10/23/us/metoo-replacements.html
[1] https://humanrights.gov.au/sites/default/files/document/publication/AHRC_2017_ChangeTheCourse_UniversityReport.pdf

Top URLs in Tweet in G7:
[5] https://www.aaas.org/coalition/conference/2022/cfp?utm_source=social&utm_label=&utm_medium=twitter&utm_campaign=AAAS_SRHRL
[2] https://www.aaas.org/events/community-and-organization-panel-discussion-green-infrastructure
[2] https://www.youtube.com/watch?v=7zbbGunD5cg

[2] https://www.nasa.gov/feature/goddard/2022/hubble-reaches-new-milestone-in-mystery-of-universes-expansion-rate/
[1] https://www.aaas.org/coalition/conference/2022/cfp
[1] https://www.aaas.org/coalition/conference/2022/cfp?utm_source=social&utm_label=ScienceandHumanRightsCoalition%2CHumanRights%2CConference&utm_medium=twitter&utm_campaign=AAAS_SRHRL
[1] https://twitter.com/AAAS_DoSER/status/1526288139979038722
[1] https://www.aaas.org/news/dosers-science-seminaries-wins-expanded-reason-award#:~:text=AAAS'%20Dialogue%20on%20Science%2C%20Ethics,among%20religious%20and%20scientific%20communities
[1] https://twitter.com/AAAS_DoSER/status/1521474712722972674
[1] https://annualmeeting.aam-us.org/

Top URLs in Tweet in G8:
[1] https://www.abc.net.au/news/2022-05-19/saudi-children-left-behind-by-their-fathers/101070434
[1] https://twitter.com/dr_ibnrubbian/status/1524720073130352643
[1] https://www.okaz.com.sa/

Top URLs in Tweet in G9:
[1] https://www.nbcnews.com/health/health-news/omicron-caused-deaths-delta-northeastern-states-rcna29394
[1] https://twitter.com/udhumanrights/status/1524087560208674816

Top URLs in Tweet in G10:
[1] https://www.nytimes.com/2022/05/22/health/coronavirus-mink-michigan-spillover.html?referringSource=articleShare
[1] https://www.science.org/content/article/pretty-big-deal-u-s-makes-covid-19-technologies-available-use-developing-countries?cookieSet=1
[1] https://www.science.org/content/article/what-s-sending-kids-hospitals-hepatitis-coronavirus-adenovirus-or-both?cookieSet=1
[1] https://www.aaas.org/mailvote2020

Top Domains
Top Domains in Tweet in Entire Graph:
[319] science.org
[189] twitter.com
[140] aaas.org
[139] co.jp
[27] youtube.com
[27] adp.com
[22] shope.ee
[20] bscscan.com
[18] greenlivingguy.com
[17] xsurge.net

Top Domains in Tweet in G1:
[31] co.jp
[25] twitter.com
[14] livedoor.com
[6] zabuu.site
[6] fnn.jp
[6] or.jp
[5] nicovideo.jp
[5] starbucks-rtd.jp
[4] 4ndan.com
[4] event-checker.info

Top Domains in Tweet in G2:
[96] aaas.org
[44] science.org
[41] twitter.com
[27] adp.com
[10] zoom.us
[9] forbes.com
[7] youtube.com
[6] workcast.net
[6] sciline.org
[5] sbfprize.org

Top Domains in Tweet in G3:
[147] science.org
[98] co.jp
[59] twitter.com
[9] aaas.org
[7] peing.net
[4] greenlivingguy.com
[3] slideshare.net
[2] wordpress.com
[2] google.com
[2] blogspot.com

Top Domains in Tweet in G4:
[4] twitter.com
[1] gamesindustry.biz

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[2] nature.com
[2] science.org
[1] cgsnet.org
[1] aaas.org
[1] youtube.com
[1] naspa.org
[1] twitter.com
[1] co.uk
[1] nytimes.com
[1] gov.au

Top Domains in Tweet in G7:
[10] aaas.org
[10] twitter.com
[4] sciencereligiondialogue.org
[3] scienceforthechurch.org
[2] youtube.com
[2] nasa.gov
[1] aam-us.org
[1] scienceforseminaries.org
[1] scientificamerican.com
[1] science.org

Top Domains in Tweet in G8:
[1] net.au
[1] twitter.com
[1] com.sa

Top Domains in Tweet in G9:
[1] nbcnews.com
[1] twitter.com

Top Domains in Tweet in G10:
[2] science.org
[1] nytimes.com
[1] aaas.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[90] aaas
[66] rt
[32] 漫画が読めるハッシュタグ
[32] seachange
[29] dei
[29] scipol
[28] akınakınözü
[28] kaderiminoyunu
[28] research
[25] stemm



Top Hashtags in Tweet in G1:
[32] 漫画が読めるハッシュタグ
[14] 猫
[12] エッセイ漫画
[12] 駅メモファンアート
[11] 柴犬
[10] 夏だしフォロワーさんの怖い話教えてください
[10] ドラえもん
[7] 駅メモ
[6] イラスト
[6] コミックエッセイ

Top Hashtags in Tweet in G2:
[64] rt
[32] seachange
[27] dei
[24] research
[24] stemm
[23] scipol
[22] openaccess
[22] sciencemagarchives
[22] naturebased
[21] scicomm

Top Hashtags in Tweet in G3:
[20] aaas
[9] rakuafl
[7] 質問箱
[7] 匿名質問募集中
[4] science
[3] stem教育
[2] health
[2] research
[2] asbmb
[2] proteinsociety

Top Hashtags in Tweet in G4:
[1] gamepass
[1] playstation
[1] xbox
[1] xboxseriesx

Top Hashtags in Tweet in G5:
[3] دحوم
[2] عاشقه
[2] الخميس_الونيس
[2] دعم_الاساطير_والنوتيلا
[1] اوصف_مشاعرك_بكلمه
[1] دحومـ
[1] مساؤك
[1] ك

Top Hashtags in Tweet in G6:
[2] scipol
[2] stemtoo
[2] reimagineresearch
[2] sdg5
[2] womeninstem
[1] covid19
[1] ai
[1] researchfunding
[1] researchers
[1] phdchat

Top Hashtags in Tweet in G7:
[8] scitech4hr
[6] shrcoalition
[5] together4action2022
[5] expandedreasoncongress
[4] congresorazónabierta
[4] premiosrazónabierta
[4] jamesarthur
[3] aam2022
[3] expandedreasonaward
[3] asianheritagemonth

Top Hashtags in Tweet in G8:
[2] صور
[2] جدة
[2] آثار
[2] فيصل_القوفي_الجهني
[2] حمى
[2] نجران
[2] كارتون
[2] كاريكاتير
[2] عكاظ
[1] أحمد_القطان

Top Hashtags in Tweet in G9:
[1] omicronvariant
[1] deltavariant
[1] covid19
[1] shrcoalition

Top Hashtags in Tweet in G10:
[4] openscience
[1] ctap

Top Words
Top Words in Tweet in Entire Graph:
[2554] aaas
[576] science
[507] aaas__36
[276] من
[254] في
[219] 15
[210] more
[175] join
[155] الله
[151] taki_aaas

Top Words in Tweet in G1:
[147] taki_aaas
[32] #漫画が読めるハッシュタグ
[28] ありがとうございます
[25] suzu_ekm
[24] rei15448346
[21] co
[18] ω
[18] s_amphi
[17] お誕生日おめでとうございます
[15] coffee

Top Words in Tweet in G2:
[569] aaas
[166] science
[151] join
[102] aaas_seachange
[77] dr
[77] aaas_stpf
[73] more
[70] kryamamoto
[69] help
[68] policy

Top Words in Tweet in G3:
[591] aaas
[197] 15
[164] science
[97] hp
[96] ryzen5
[96] 16gbメモリ
[96] 512gb
[96] ssd
[96] pcie規格
[96] 指紋認証

Top Words in Tweet in G4:
[151] aaas
[43] games
[30] indies
[30] pass
[27] xbox
[23] kotaku
[23] aaa
[23] come
[22] two
[21] romudeth

Top Words in Tweet in G5:
[491] aaas__36
[121] الله
[82] من
[80] klaa_232
[79] صباح
[54] fid85382140
[50] في
[50] صباحك
[49] صح
[46] dwmxr179

Top Words in Tweet in G6:
[25] nih
[15] freddytn
[12] braincures
[11] aaas
[11] do_kinder
[10] jeremyfarrar
[10] ukri_ceo
[10] universitiesuk
[9] harassment
[9] wellcometrust

Top Words in Tweet in G7:
[26] aaas_doser
[16] science
[13] aaas
[13] work
[12] conference
[11] deadline
[11] proposals
[11] october
[10] extended
[10] clbaxt

Top Words in Tweet in G8:
[112] في
[105] من
[27] و
[25] لا
[25] على
[18] ما
[17] هذا
[15] هو
[15] ان
[15] كل

Top Words in Tweet in G9:
[59] aaas
[51] nature
[49] ashishk1722
[46] academicdilemma
[46] phdvoice
[46] academicchatter
[32] first
[28] authors
[21] cited
[20] paper

Top Words in Tweet in G10:
[15] aaas
[9] science
[8] pretty
[8] big
[8] deal
[8] makes
[8] covid
[8] 19
[8] technologies
[8] available

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[321] science,aaas
[96] ryzen5,16gbメモリ
[96] 16gbメモリ,512gb
[96] 512gb,ssd
[96] ssd,pcie規格
[96] pcie規格,指紋認証
[96] 指紋認証,webカメラ
[96] webカメラ,wi
[96] wi,fi
[96] fi,15

Top Word Pairs in Tweet in G1:
[15] taki_aaas,お誕生日おめでとうございます
[10] フォロー,リツイートでstarbucks
[10] リツイートでstarbucks,coffee
[10] coffee,choiceトライアルクーポンを10万名様にプレゼント
[10] choiceトライアルクーポンを10万名様にプレゼント,全国のセブン
[10] 全国のセブン,イレブン店舗で引換えられます
[10] イレブン店舗で引換えられます,starbucks_j_cpgをフォロー
[8] starbucks_j_cpgをフォロー,本投稿をrt
[6] #猫好きさんと繋がりたい,#猫のいるくらし
[6] #猫のいるくらし,#猫

Top Word Pairs in Tweet in G2:
[64] #rt,aaas
[44] learn,more
[33] community,conversation
[33] president,elect
[32] riley,memorial
[30] science,aaas
[30] science,policy
[25] university,california
[24] first,university
[24] university,system

Top Word Pairs in Tweet in G3:
[138] science,aaas
[96] ryzen5,16gbメモリ
[96] 16gbメモリ,512gb
[96] 512gb,ssd
[96] ssd,pcie規格
[96] pcie規格,指紋認証
[96] 指紋認証,webカメラ
[96] webカメラ,wi
[96] wi,fi
[96] fi,15

Top Word Pairs in Tweet in G4:
[18] shovelware,pass
[18] pass,two
[18] two,anticipated
[18] anticipated,aaas
[18] aaas,delayed
[18] delayed,loyal
[18] loyal,fanbase
[18] fanbase,divided
[18] divided,come
[17] ps_vortex,shovelware

Top Word Pairs in Tweet in G5:
[38] aaas__36,صباح
[29] nourah___nice,naqaarooh
[29] naqaarooh,jlmjfau
[29] al_1amira,alaamany4
[28] nour03603212,nourah___nice
[28] alaamany4,amyezn202212
[28] aaas__36,al_1amira
[27] jlmjfau,20042006na
[27] 20042006na,aaas__36
[26] amyezn202212,hanen1000

Top Word Pairs in Tweet in G6:
[9] quitting,grad
[9] grad,school
[9] school,felt
[9] felt,failing
[9] failing,gave
[9] gave,opportunity
[9] opportunity,grow
[9] grow,one
[9] one,mistake
[9] mistake,made

Top Word Pairs in Tweet in G7:
[8] october,2022
[8] #scitech4hr,conference
[6] 2022,aaas
[6] aaas,#scitech4hr
[6] biologosorg,faradaychurches
[5] theme,human
[5] human,right
[5] right,science
[5] science,freedom
[5] freedom,expression

Top Word Pairs in Tweet in G8:
[7] لا,يوجد
[5] يوجد,في
[5] الجزيرة,العربية
[4] يوجد,وجه
[4] هل,من
[4] كل,من
[4] ان,شاء
[4] شاء,الله
[4] الله,نشوف
[4] وهل,هناك

Top Word Pairs in Tweet in G9:
[46] academicdilemma,aaas
[46] aaas,nature
[41] nature,phdvoice
[41] phdvoice,academicchatter
[32] ashishk1722,academicdilemma
[15] first,authors
[11] two,first
[9] paper,two
[9] authors,always
[9] always,cited

Top Word Pairs in Tweet in G10:
[9] science,aaas
[8] pretty,big
[8] big,deal
[8] deal,makes
[8] makes,covid
[8] covid,19
[8] 19,technologies
[8] technologies,available
[8] available,use
[8] use,developing

Top Replied-To
Top Replied-To in Entire Graph:
@aaas__36
@taki_aaas
@klaa_232
@dwmxr179
@ashishk1722
@suzu_ekm
@matthourihan
@kryamamoto
@scribersquill
@s_amphi

Top Replied-To in G1:
@taki_aaas
@suzu_ekm
@s_amphi
@karakusa8250
@rei15448346
@spacemanvipex
@ron_tabizuki
@snowliners19
@arrow485
@negi_514

Top Replied-To in G2:
@kryamamoto
@evekboyle
@trashbirdecol
@aaas
@scipoljournal
@meghansharris
@meradfor
@serenity_astra
@cienciasuandes
@esgarchitect

Top Replied-To in G3:

Top Replied-To in G4:
@romudeth
@genepark
@firstadopter
@therealjaydub2
@xboxgamepass
@mldghost
@ultimusgaming
@kidsmoove
@honorthygamerz
@jgagho31

Top Replied-To in G5:
@aaas__36
@klaa_232
@dwmxr179
@aaa336600
@miead140
@alharbi632074
@fid85382140
@sosoo8484
@am_era_12
@sam__sanaa

Top Replied-To in G6:
@do_kinder
@ajackiehunter
@braincures
@oncumaraci
@thelancet
@jeremyfarrar

Top Replied-To in G7:
@harveymudd
@clbaxt
@razonabierta
@project_network
@gregcootsona
@sci4thechurch
@andrewkbailey13
@retrievelearn
@xcodered5

Top Replied-To in G8:
@aaas_ye
@samielkebir2
@mashalgrad
@abdullah_sa2021
@prajjowla
@esam5505
@drazizalrehaili
@saeedalsuhaimi
@13j21
@tc2zuhl18uz0lc7

Top Replied-To in G9:
@ashishk1722
@ahmetmelbir
@vnpanchal
@cphillipslander
@irit_p
@hope_4youandme
@osteoarch
@erictopol
@paallergy
@seeingprogress

Top Replied-To in G10:
@chikwe_i
@kryamamoto
@aaa21usa
@theuzair_
@healthwritersuk

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@aaas__36
@aaas_seachange
@aaas_stpf
@nature
@kryamamoto
@aaasepicenter
@planaria1
@academicchatter
@academicdilemma

Top Mentioned in G1:
@rei15448346
@taki_aaas
@livedoornews
@mg2b5_yeah
@mumei10101
@takigare3
@mg2b5
@ssv__official
@tyomateee2

Top Mentioned in G2:
@aaas
@aaas_seachange
@aaas_stpf
@kryamamoto
@aaasepicenter
@sciencemagazine
@ucsf
@bwfund
@uofcalifornia
@whitehouse

Top Mentioned in G3:
@nningyii
@ascacorp
@readscience
@aristot37922891
@norionakatsuji

Top Mentioned in G4:
@ps_vortex
@kotaku
@xboxgamepass
@romudeth
@thicc_stick_boi
@alberjos
@elgranqenk
@infrarogue89
@genepark
@gamingfirefigh1

Top Mentioned in G5:
@aaas__36
@fid85382140
@klaa_232
@naqaarooh
@alaamany4
@nourah___nice
@jlmjfau
@al_1amira
@nour03603212
@20042006na

Top Mentioned in G6:
@nih
@freddytn
@aaas
@braincures
@ukri_ceo
@universitiesuk
@wellcometrust
@jeremyfarrar
@royalsociety
@academicparity

Top Mentioned in G7:
@aaas_doser
@johnslatteryphd
@biologosorg
@blueprint1543
@clbaxt
@faradaychurches
@aaas_srhrl
@jubileecentre1
@sci4thechurch
@aaas

Top Mentioned in G8:
@serajtoon
@fouadurbanist
@mashalgrad
@historydefined
@m_b1397
@okaz_online
@vuvrr
@kealnet
@simongerman600
@m_hashri

Top Mentioned in G9:
@aaas
@nature
@academicdilemma
@phdvoice
@academicchatter
@ashishk1722
@thelancet
@jama_current
@daveyfelds4
@nihdirector

Top Mentioned in G10:
@ellenthoen
@aaas
@who
@aaas_scicomm
@aledmedwards
@lairmoredvmdean
@gabbystern
@scicomnigeria
@scicommlab

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@cas_2050001283
@famima_now
@dennys_pr
@mos_burger
@starbucks_j_cpg
@genshin_7
@hrblock_21
@shopeeid

Top Tweeters in G1:
@famima_now
@dennys_pr
@mos_burger
@starbucks_j_cpg
@poke_times
@as285e
@nhk_news
@tomossan
@obangya_yama
@yahoonewstopics

Top Tweeters in G2:
@hrblock_21
@latercera
@byd
@bob_stinson1234
@blackphysicists
@r___83___o
@annfinster
@pfanderson
@vievararosel
@e2dot7182818284

Top Tweeters in G3:
@cas_2050001283
@collectbook
@f_k_t_
@mrkalman
@drpatfarrell
@xbox_one_reddit
@4statenews
@renissance_1
@darrenculbreath
@lunarroot

Top Tweeters in G4:
@xcloudtimdog
@durrtydoesit
@romudeth
@blusatire
@ign
@jmaine518
@ohmymithrandir
@redeyeddragoon_
@genepark
@oathkroxas99

Top Tweeters in G5:
@al3shg_511
@bbb22ddd3
@rrrzga27hopnltm
@5151v
@k80u1
@aaa336600
@abdal_24h
@a__6768
@lill__5
@db_20d

Top Tweeters in G6:
@ligayaloyola
@googleexpertuk
@anas_erindra
@drumeshprabhu
@kuriharan
@msdarcyfarrow
@thetimes
@wendyeslater
@4americankat
@annlarimer

Top Tweeters in G7:
@mental_elf
@cw39houston
@postigoelena
@sciam
@johnsears2077
@amhistorymuseum
@drgavinm
@aamers
@eventcentralme
@ed_dodds

Top Tweeters in G8:
@okaz_online
@imsafi_
@esaa85632
@fawaz_dr
@iherb_4u
@jvicenteprieto
@larjartito
@abdulsadoun
@mrz_4l
@a0500057

Top Tweeters in G9:
@brettaapplebaum
@ghostcatbce
@academicchatter
@thepropagator96
@janpattersonrn
@nature
@daveyfelds4
@choo_ek
@phdvoice
@drericding

Top Tweeters in G10:
@nytimes
@washingtonpost
@mhchat
@who
@theuzair_
@fromthelabbench
@nserc_crsng
@healthnygov
@gabbystern
@norahodonnell