aaas, Twitter, 7/9/2020 10:54:37 AM, 230405


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aaas_2020-07-08_23-09-45.xlsx
aaas_2020-07-08_23-09-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 09, 2020
Short Description:
aaas via NodeXL https://bit.ly/2W0T6yp
@aaas
@1600council
@aaas_stpf
@maziyarj
@journalpmbp
@dr_past
@botanical_
@sassysuje
@scicommbot
@femtech_

Top hashtags:
#bioluminescence
#blackbotanistsweek
#redvelvet_irene_seulgi
#แทเจน
#irene
#covid19
#rt
#aaasmtg
#seulgi

Description:
Description
The graph represents a network of 4,012 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 July 2020 at 06:10 UTC.

The requested start date was Thursday, 09 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 6-day, 11-hour, 53-minute period from Thursday, 02 July 2020 at 12:04 UTC to Wednesday, 08 July 2020 at 23:58 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 : 4012
Unique Edges : 3582
Edges With Duplicates : 7483
Total Edges : 11065
Number of Edge Types : 5
Retweet : 2039
MentionsInRetweet : 3052
Tweet : 1710
Mentions : 2349
Replies to : 1915
Self-Loops : 1724
Reciprocated Vertex Pair Ratio : 0.0517911091929219
Reciprocated Edge Ratio : 0.0984817398440706
Connected Components : 751
Single-Vertex Connected Components : 312
Maximum Vertices in a Connected Component : 1265
Maximum Edges in a Connected Component : 3638
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.821175
Graph Density : 0.000302880935851135
Modularity : 0.441442
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 4,012 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 July 2020 at 06:10 UTC.

The requested start date was Thursday, 09 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 6-day, 11-hour, 53-minute period from Thursday, 02 July 2020 at 12:04 UTC to Wednesday, 08 July 2020 at 23:58 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:
[32] https://www.sciencemag.org/news/2020/07/school-openings-across-globe-suggest-ways-keep-coronavirus-bay-despite-outbreaks
[32] https://www.sciencemag.org/news/2020/07/one-uk-trial-transforming-covid-19-treatment-why-haven-t-others-delivered-more-results
[15] https://www.sciencemag.org/news/2020/06/new-white-house-rules-restrict-use-grant-funding-deal-covid-19-impacts
[12] https://budget.house.gov/legislation/hearings/fueling-american-innovation-and-recovery-federal-role-research-and-development
[11] https://www.aaas.org/coalition/conference/2019/compendium/AIforHR
[11] https://www.sciencemag.org/news/2020/07/operation-warp-speed-s-opaque-choices-covid-19-vaccines-draw-senate-scrutiny
[11] https://www.sciencemag.org/careers/2020/07/i-grew-slums-india-now-i-m-scientist
[8] https://www.sciencemag.org/news/2020/07/intriguing-far-proven-hiv-cure-s-o-paulo-patient
[8] https://twitter.com/fchn/status/1280465648687013888
[8] https://www.sciencemag.org/news/2020/06/just-50-americans-plan-get-covid-19-vaccine-here-s-how-win-over-rest

Top URLs in Tweet in G1:
[6] https://budget.house.gov/legislation/hearings/fueling-american-innovation-and-recovery-federal-role-research-and-development
[5] https://meetings.aaas.org/program/
[4] https://www.aaas.org/page/fy-2021-rd-appropriations-dashboard
[3] https://www.aaas.org/resources/bringing-scientists-federal-government-how-well-does-it-work
[3] https://www.aaas.org/sites/default/files/2020-07/AAAS%20Statement%20on%20U.S.%20ICE%20Guidelines%20for%20International%20Students%20Related%20to%20Visa%20Status.pdf
[3] https://meetings.aaas.org/program/virtual-sessions/
[3] https://www.aaas.org/membership/member-spotlight/marine-biologist-dr-tamar-l-goulet-explores-mutualism-coral-reefs-and
[3] https://twitter.com/lilaguterman/status/1280593558089674753
[3] https://www.aaas.org/news/how-thick-sand-economics-targeted-research
[3] https://members.aaas.org/communities/community-home/digestviewer/viewthread?GroupId=2719&MessageKey=a31569d4-39e7-4725-8214-f2c435127afa&CommunityKey=83fd34bc-bdce-4995-9a10-35bef46166e4&tab=digestviewer&ReturnUrl=/browse/allrecentposts

Top URLs in Tweet in G2:
[25] https://www.sciencemag.org/news/2020/07/school-openings-across-globe-suggest-ways-keep-coronavirus-bay-despite-outbreaks
[20] https://www.sciencemag.org/news/2020/07/one-uk-trial-transforming-covid-19-treatment-why-haven-t-others-delivered-more-results
[9] https://www.sciencemag.org/news/2020/06/new-white-house-rules-restrict-use-grant-funding-deal-covid-19-impacts
[8] https://www.sciencemag.org/news/2020/07/intriguing-far-proven-hiv-cure-s-o-paulo-patient
[7] https://www.sciencemag.org/news/2020/06/just-50-americans-plan-get-covid-19-vaccine-here-s-how-win-over-rest
[6] https://budget.house.gov/legislation/hearings/fueling-american-innovation-and-recovery-federal-role-research-and-development
[4] https://www.sciencemag.org/careers/2020/07/i-grew-slums-india-now-i-m-scientist
[4] https://www.sciencemag.org/news/2020/07/amid-protests-against-racism-scientists-move-strip-offensive-names-journals-prizes-and
[4] https://www.sciencemag.org/news/2020/07/operation-warp-speed-s-opaque-choices-covid-19-vaccines-draw-senate-scrutiny
[4] https://dumapp.com/aaas/

Top URLs in Tweet in G3:
[8] https://twitter.com/fchn/status/1280465648687013888
[4] http://redvelvet-ireneseulgi.smtown.com/Intro
[3] https://www.vlive.tv/video/200773
[3] https://twitter.com/triple__aaas/status/1279399075243126784
[3] https://www.youtube.com/watch?v=Ujb-gvqsoi0&feature=youtu.be

[2] https://www.youtube.com/watch?v=yzYelgKXsOw

[2] https://www.youtube.com/watch?v=H4xb7punc-Y&feature=youtu.be

[2] https://twitter.com/sjsloops/status/1279698467120730112/video/1
[2] http://www.hallyukstar.com/2020/07/06/gi-dle-will-release-new-song-compose-by-minnie-and-yuqi/
[2] https://twitter.com/_Minnie__Mickey/status/1279830101274660864/video/1

Top URLs in Tweet in G4:
[2] https://twitter.com/allysonvhobbs/status/1280907799581519872
[2] https://www.change.org/p/after-50-years-it-is-time-for-aaas-at-stanford-to-become-a-department
[2] https://twitter.com/allysonvhobbs/status/1279183388356689920
[1] https://www.change.org/p/after-50-years-it-is-time-for-aaas-at-stanford-to-become-a-department?recruiter=35608325&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_abi&recruited_by_id=9dc4c680-18cd-0130-d081-3c764e04873b
[1] https://www.change.org/p/after-50-years-it-is-time-for-aaas-at-stanford-to-become-a-department/u/27234714
[1] https://twitter.com/darionvibes/status/1273488896219734016
[1] https://www.change.org/p/after-50-years-it-is-time-for-aaas-at-stanford-to-become-a-department?recruiter=539170973&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_abi&recruited_by_id=614ca680-16af-11e6-a9d0-2373567963d7
[1] https://twitter.com/henrywashjr/status/1279539269892288514
[1] https://twitter.com/hakeemjefferson/status/1278083343737778176
[1] https://twitter.com/allysonvhobbs/status/1278098856614363136

Top URLs in Tweet in G5:
[2] https://makkahnewspaper.com/article/1514474/%D9%83%D8%A7%D8%B1%D9%8A%D9%83%D8%A7%D8%AA%D9%8A%D8%B1/%D9%83%D8%A7%D8%B1%D9%8A%D9%83%D8%A7%D8%AA%D9%8A%D8%B1-%D8%B3%D9%86%D8%A9-2020
[2] https://twitter.com/IXCc5uYinxa12wb/status/1278430659888001025?s=19
[2] https://twitter.com/Alsoqeer/status/1279110876906360832
[1] https://twitter.com/zaid9112/status/1076944225021972480?s=21
[1] https://www.argaam.com/ar/article/articledetail/id/1389364
[1] https://www.consultancy-me.com/news/2912/pwc-consulting-promotes-seven-to-partner-in-the-middle-east
[1] https://twitter.com/abajanna/status/1280210703580901377
[1] https://archive.org/details/Pdfarabic46/mode/2up
[1] https://maps.google.com?q=Al+Hankos+28988&ftid=0x15e411b46b233311:0x7810af59b43f69d6&hl=en-SA&gl=sa&shorturl=1
[1] https://twitter.com/SerajAlghamdi/status/1278747690101342209

Top URLs in Tweet in G6:
[2] https://nekonavi.jp/catblog/archives/55657
[2] https://nekonavi.jp/catblog/archives/55567
[2] https://tetsudo-shimbun.com/article/gourmet/entry-2798.html
[2] https://natgeo.nikkeibp.co.jp/atcl/news/20/070700405/?rss
[2] https://news.livedoor.com/article/detail/18539588/
[1] https://www.mottohomete.net/taki_aaas
[1] https://zabuu.site/questions/c4151e9cc0e7108536f008891565a7ed
[1] https://twitter.com/suzu_ekm/status/1278707389605109762
[1] https://www.mottohomete.net/letters/5c2013ea-72b0-4399-b6ce-ca2c8bcd5edd
[1] https://www.mottohomete.net/letters/366e4e7e-ea1c-4c40-adc0-11ca56338e2e

Top URLs in Tweet in G7:
[1] https://ew.com/theater/nick-cordero-dies-41-coronavirus/
[1] https://www.youtube.com/watch?v=9inDNkrzIGw&feature=youtu.be


Top URLs in Tweet in G8:
[2] https://www.aaas.org/5-things-about-me-biologist-lafayette-frederick
[1] https://twitter.com/mizzoubiology/status/1278040760961716228
[1] https://bit.ly/2B9jkY9v
[1] https://twitter.com/journalPMBP/status/1277940931014963202

Top URLs in Tweet in G9:
[1] https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.125.028102
[1] https://www.eurekalert.org/pub_releases/2020-07/uoc-fbw070220.php
[1] https://www.hackster.io/opencm/opencm-2227b3
[1] https://forbetterscience.com/2020/07/07/science-misconduct/

Top URLs in Tweet in G10:
[2] https://twitter.com/AAAS_sthNSW/status/1280356095626641409
[2] https://aaas.asn.au/webinar-recap-fit-bits-and-calving-cows-bringing-together-science-and-new-technologies/
[1] https://www.eventbrite.com/e/aaas-webinar-defining-sustainable-tickets-111598211254
[1] https://www.theland.com.au/story/6820346/sustainability-focus-for-animal-sciences/?cs=4933
[1] https://bit.ly/38AdwTU
[1] https://bit.ly/3e5QHbU
[1] http://ow.ly/SOWF50Ac4Dq
[1] https://crspi.com.au/news/finance-in-agriculture-in-a-changing-climate-webinar/
[1] https://bit.ly/3i5Gnnh
[1] https://www.aaas.org/news/125-women-stem-selected-aaas-ifthen-ambassadors

Top Domains
Top Domains in Tweet in Entire Graph:
[281] sciencemag.org
[201] twitter.com
[82] aaas.org
[22] youtube.com
[19] house.gov
[11] change.org
[10] tweetedtimes.com
[6] bit.ly
[6] systemunknown.com
[6] workcast.net

Top Domains in Tweet in G1:
[51] aaas.org
[49] sciencemag.org
[34] twitter.com
[13] house.gov
[6] workcast.net
[4] zoom.us
[4] linkedin.com
[3] fcld.ly
[3] youtube.com
[3] eurekalert.org

Top Domains in Tweet in G2:
[136] sciencemag.org
[30] twitter.com
[8] tweetedtimes.com
[6] house.gov
[6] systemunknown.com
[4] dumapp.com
[3] aaas.org
[3] thedartmouth.com
[3] peing.net
[2] com.au

Top Domains in Tweet in G3:
[29] twitter.com
[14] youtube.com
[4] smtown.com
[3] vlive.tv
[2] hallyukstar.com
[2] tistory.com
[2] instagram.com
[1] joylada.com
[1] youtu.be
[1] readawrite.com

Top Domains in Tweet in G4:
[11] twitter.com
[6] change.org
[1] google.com
[1] sciencemag.org

Top Domains in Tweet in G5:
[14] twitter.com
[2] makkahnewspaper.com
[2] google.com
[1] argaam.com
[1] consultancy-me.com
[1] archive.org
[1] arabiandrive.com
[1] ara.tv
[1] an7a.com
[1] bernama.com

Top Domains in Tweet in G6:
[10] twitter.com
[5] zabuu.site
[5] shindanmaker.com
[4] nekonavi.jp
[3] mottohomete.net
[2] 4ndan.com
[2] tetsudo-shimbun.com
[2] co.jp
[2] livedoor.com
[1] ow.ly

Top Domains in Tweet in G7:
[1] ew.com
[1] youtube.com

Top Domains in Tweet in G8:
[2] aaas.org
[2] twitter.com
[1] bit.ly

Top Domains in Tweet in G9:
[1] aps.org
[1] eurekalert.org
[1] hackster.io
[1] forbetterscience.com

Top Domains in Tweet in G10:
[5] twitter.com
[3] bit.ly
[2] com.au
[2] asn.au
[1] eventbrite.com
[1] ow.ly
[1] aaas.org
[1] crawfordfund.org
[1] newyorker.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[87] bioluminescence
[62] blackbotanistsweek
[41] redvelvet_irene_seulgi
[39] แทเจน
[37] irene
[35] covid19
[35] rt
[31] aaasmtg
[30] seulgi
[27] scipol



Top Hashtags in Tweet in G1:
[35] rt
[31] aaasmtg
[26] scipol
[17] covid19
[13] science
[13] diversity
[11] scicomm
[10] sciencewebinars
[10] inclusion
[10] ai

Top Hashtags in Tweet in G2:
[6] covid19
[4] science
[4] aaaソート
[3] aaas
[3] 質問箱
[3] 匿名質問募集中
[1] appenate
[1] ios
[1] android
[1] windows

Top Hashtags in Tweet in G3:
[41] redvelvet_irene_seulgi
[39] แทเจน
[37] irene
[30] seulgi
[27] watchmonsternow
[25] 2020_gidle_iland
[15] monstermv
[14] gidle
[11] monsterishere
[10] seulrene

Top Hashtags in Tweet in G4:
[2] aaasstanford1
[1] 50yearsinthemaking
[1] 4thofjuly
[1] aaas

Top Hashtags in Tweet in G5:
[5] هلكوني
[4] كارتون
[4] كاريكاتير
[2] الله_وحده_قادر_على_صنعهم
[2] ارتفاع_توطين_القطاع_الخاص
[2] الفقر_المؤنث
[2] الرسوم_الصخرية_الحيوانية
[2] المملكة_العربية_السعودية
[2] رسام
[2] صحيفة_مكة

Top Hashtags in Tweet in G6:
[24] 駅メモファンアート
[5] 七夕の願い事
[5] クレヨンしんちゃん
[4] shindanmaker
[4] ちゃれんじどっとこむ
[3] ほめて箱
[3] 褒めて
[3] homete_taki_aaas
[3] 駅メモ
[2] 火球

Top Hashtags in Tweet in G7:
[2] edvac
[2] regularexpression
[1] umbrellavirus
[1] uniofnottingham
[1] antimeridian
[1] primemeridian
[1] farright
[1] nearlyright
[1] narcissist
[1] mussolini

Top Hashtags in Tweet in G8:
[62] blackbotanistsweek
[5] writing
[4] msudrn

Top Hashtags in Tweet in G9:
[86] bioluminescence
[1] science
[1] policy

Top Hashtags in Tweet in G10:
[4] womeninstem
[3] scicomm
[3] filam
[2] webinar
[2] crspi
[2] worldzoonosisday
[2] covid19
[2] definesustainable
[2] agchatoz
[2] ausag

Top Words
Top Words in Tweet in Entire Graph:
[1490] aaas
[546] น
[489] science
[370] ก
[355] ม
[284] من
[272] อ
[252] study
[238] ะ
[233] triple__aaas

Top Words in Tweet in G1:
[370] aaas
[87] students
[83] science
[66] july
[65] international
[59] sudipsparikh
[58] budget
[54] latest
[52] house
[52] ceo

Top Words in Tweet in G2:
[314] aaas
[156] science
[55] 19
[53] covid
[41] more
[32] coronavirus
[27] keep
[26] despite
[26] school
[25] openings

Top Words in Tweet in G3:
[543] น
[370] ก
[355] ม
[270] อ
[238] ะ
[233] triple__aaas
[219] ค
[215] ว
[208] ด
[204] พ

Top Words in Tweet in G4:
[231] study
[172] stanford
[169] allysonvhobbs
[120] time
[115] such
[114] self
[114] recruiting
[113] difficult
[110] useful
[57] aaas

Top Words in Tweet in G5:
[212] من
[182] في
[85] على
[61] لا
[61] aaas_ye
[58] و
[48] عن
[44] ان
[42] أن
[37] هذا

Top Words in Tweet in G6:
[162] taki_aaas
[24] ω
[24] #駅メモファンアート
[20] ltd_expluna
[19] tanueki
[14] suzu_ekm
[12] karakusa8250
[12] kyoaogiri
[9] え
[9] azuki_eki

Top Words in Tweet in G7:
[12] aaas
[12] sciam
[9] ahdictionary
[7] realdonaldtrump
[7] dni_ratcliffe
[5] essential
[5] computer_phile
[5] people
[5] brianwkernighan
[5] ibmresearch

Top Words in Tweet in G8:
[106] bsa
[62] today
[62] #blackbotanistsweek
[53] botanical_
[53] celebrate
[53] highlighting
[53] long
[53] time
[53] member
[53] winner

Top Words in Tweet in G9:
[103] physrevlett
[98] maziyarj
[89] cells
[88] paper
[88] light
[87] glow
[86] physics
[86] #bioluminescence
[86] finally
[86] explain

Top Words in Tweet in G10:
[20] sustainable
[18] aaas_sthnsw
[16] research
[16] aaas
[14] branch
[14] webinar
[13] grahamcentre
[12] caraw411
[11] charlessturtuni
[11] fmcentre

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[299] science,aaas
[148] covid,19
[139] allysonvhobbs,stanford
[114] self,study
[113] study,such
[113] such,difficult
[113] difficult,time
[113] time,recruiting
[110] stanford,self
[110] study,useful

Top Word Pairs in Tweet in G1:
[63] international,students
[49] aaas,ceo
[49] latest,action
[48] limit,participation
[48] participation,international
[48] students,colleges
[47] action,icegov
[47] icegov,limit
[46] aaas,latest
[45] ceo,sudipsparikh

Top Word Pairs in Tweet in G2:
[147] science,aaas
[53] covid,19
[25] school,openings
[25] openings,globe
[25] globe,suggest
[25] suggest,ways
[25] ways,keep
[25] bay,despite
[25] despite,outbreaks
[25] outbreaks,science

Top Word Pairs in Tweet in G3:
[29] ไม,ได
[26] ซ,ลก
[24] ค,ะ
[23] น,าร
[23] ม,นน
[22] ไม,ม
[21] แล,ว
[20] จ,ซ
[19] ก,ค
[19] เอ,มว

Top Word Pairs in Tweet in G4:
[139] allysonvhobbs,stanford
[114] self,study
[113] study,such
[113] such,difficult
[113] difficult,time
[113] time,recruiting
[110] stanford,self
[110] study,useful
[110] useful,study
[25] stanford,alum

Top Word Pairs in Tweet in G5:
[13] aliabuali01010,taissierk
[10] aaas_ye,taissierk
[9] اعتقد,ان
[7] q50ukdj1o0wxvkp,aliabuali01010
[6] على,المرأة
[6] لا,دخل
[6] و,لا
[6] aaas_ye,aliabuali01010
[5] الشرق,الاوسط
[5] في,هذا

Top Word Pairs in Tweet in G6:
[4] suzu_ekm,え
[4] 2020年7月9日,6時5分頃
[4] 6時5分頃,茨城県南部を震源とする地震がありました
[3] #ほめて箱,#褒めて
[3] #褒めて,#homete_taki_aaas
[3] 酒池肉林,#七夕の願い事
[3] taki_aaas,おはようございます
[3] tanoshikuyuki,taki_aaas
[2] ミニマリスト達が,お互いのミニマリスト度を測る為に
[2] お互いのミニマリスト度を測る為に,卒業アルバム捨てた

Top Word Pairs in Tweet in G7:
[4] realdonaldtrump,att
[4] att,princeton
[4] princeton,brianwkernighan
[4] brianwkernighan,belllabs
[4] belllabs,ibmresearch
[4] ibmresearch,computer_phile
[4] computer_phile,ahdictionary
[4] ahdictionary,princetonian
[4] princetonian,princetonspia
[4] princetonspia,nsagov

Top Word Pairs in Tweet in G8:
[53] today,celebrate
[53] celebrate,#blackbotanistsweek
[53] #blackbotanistsweek,highlighting
[53] highlighting,long
[53] long,time
[53] time,bsa
[53] bsa,member
[53] member,winner
[53] winner,bsa
[53] bsa,distinguished

Top Word Pairs in Tweet in G9:
[86] paper,physics
[86] physics,#bioluminescence
[86] #bioluminescence,finally
[86] finally,physrevlett
[86] physrevlett,explain
[86] explain,single
[86] single,cells
[86] cells,glow
[86] glow,light
[85] maziyarj,paper

Top Word Pairs in Tweet in G10:
[7] people,behind
[7] behind,branch
[5] loveforcheese,thom2441
[5] thom2441,grahamcentre
[5] webinar,defining
[5] defining,sustainable
[5] sustainable,sustainable
[5] sustainable,foods
[5] foods,sustainable
[5] sustainable,markets

Top Replied-To
Top Replied-To in Entire Graph:
@triple__aaas
@taki_aaas
@zero_energyx
@___aaas__
@minnieismahubby
@aaas_elm
@aaas_ye
@memenier17
@____aaas
@2pyig

Top Replied-To in G1:
@toridelainefosh
@aaas
@johnhawks
@mjbellecourt
@aaas_gr
@drdind
@drhjhenderson
@shalinjyotishi
@sudipsparikh
@prof_goldberg

Top Replied-To in G3:
@triple__aaas
@zero_energyx
@minnieismahubby
@memenier17
@minnieandneung
@fchn
@girlfriendyong
@pitch_pmt
@pabegonz_
@ntldch_

Top Replied-To in G4:
@allysonvhobbs
@hakeemjefferson
@bodega_gyro_ao
@cheo_coker
@drlisabthompson

Top Replied-To in G5:
@aaas_ye
@q50ukdj1o0wxvkp
@inesandsammy
@ibraheiem
@aliabuali01010
@azizkhudiry
@xs1xs12
@hizam_elqahtani
@r_rasha188
@malikbindenar

Top Replied-To in G6:
@taki_aaas
@ltd_expluna
@tanueki
@karakusa8250
@kyoaogiri
@suzu_ekm
@azuki_eki
@ekmm_misa
@gcbgm
@otoutubo

Top Replied-To in G7:
@realdonaldtrump
@nihdirector
@miambloom
@theatlantic
@mtv
@nsaopen
@kylekallgren

Top Replied-To in G9:
@maziyarj
@jeromemechbio
@matteoperino_
@smmirvakili
@aquicarattino

Top Replied-To in G10:
@aaas_sthnsw
@chacastro
@sydney_uni
@poultry_hub
@mrsbutterfield6
@aaas_qld
@crawfordfund
@thom2441
@sciforprogress

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@allysonvhobbs
@stanford
@physrevlett
@maziyarj
@sudipsparikh
@icegov
@botanical_
@aaas_stpf
@minnieismahubby

Top Mentioned in G1:
@aaas
@sudipsparikh
@icegov
@aaas_gr
@aaas_stpf
@matthourihan
@dwincesmith
@paulmromer
@aaasmember
@kroymyers

Top Mentioned in G2:
@drceline961
@bisturi52
@atombombbaby420
@thewantedemcees

Top Mentioned in G3:
@minnieismahubby
@zero_energyx
@triple__aaas
@rvsmtown
@memenier17
@chubcoobydoo
@g_i_dle
@fchn
@bebsays
@tenwritex

Top Mentioned in G4:
@allysonvhobbs
@stanford
@drlisabthompson
@shanta_kat
@andjanlund
@meaanjelica
@bodega_gyro_ao
@erinkwoo
@alexandermkey
@darionvibes

Top Mentioned in G5:
@taissierk
@aaas_ye
@hizam_elqahtani
@aliabuali01010
@gbadkook
@muwafig
@badr_mohsen_
@altunsi2002
@narasaud
@abajanna

Top Mentioned in G6:
@taki_aaas
@tanueki
@tiipa92
@suzu_ekm
@nature_yukiueda
@miyatakyogoro
@kyuryuz
@kei_kei
@karakusa8250
@knm48_eki

Top Mentioned in G7:
@aaas
@sciam
@ahdictionary
@dni_ratcliffe
@essential
@computer_phile
@people
@secretservice
@aaas_stpf
@att

Top Mentioned in G8:
@botanical_
@jasoncantley
@msuinclusion
@debjohnsonrsch
@aaas
@berondam
@mizzoubiology
@mizzouaands
@umsystem
@aspb

Top Mentioned in G9:
@physrevlett
@maziyarj
@aaas
@kwitschas
@viveknprakash
@schranico
@sciencemagazine
@matteoperino_
@aaas_stpf

Top Mentioned in G10:
@aaas_sthnsw
@grahamcentre
@charlessturtuni
@fmcentre
@aaas
@caraw411
@meatlivestock
@aaas_qld
@ifthenshecan
@loveforcheese

Top Tweeters
Top Tweeters in Entire Graph:
@urbandictionary
@americanair
@matiere
@chidambara09
@cybersec_feeds
@billm9
@coopmike48
@paxnostrum
@blueeveryday_
@thehill

Top Tweeters in G1:
@chidambara09
@cybersec_feeds
@coopmike48
@foxnews
@andrewmorrisuk
@tempkt
@janniaragon
@drdind
@caring_mobile
@janrobinjackson

Top Tweeters in G2:
@matiere
@f_k_t_
@al_maldives
@jvm_network
@kerner_gary
@rogueclassicist
@thewantedemcees
@rudefulk
@senegal7com
@lisanke

Top Tweeters in G3:
@blueeveryday_
@guyyy0630
@_jaylin77
@gnatjsxjn
@yuliciouss
@jiranotjisoo
@muakkz
@fmpbae
@lilcattomeow
@dabeztt

Top Tweeters in G4:
@kmontenegro
@joy31608
@bayofarizona
@tsujigo
@blerdmommy
@anvil_gayltr
@dorothyk98
@quietatthestart
@grubreport
@devodian

Top Tweeters in G5:
@ajelnews24
@dalaaalmoufti
@ayya_86
@muwafig
@drfalyahya
@youasa1
@saeedalnaji
@abusulayman
@gbadkook
@kadwi69

Top Tweeters in G6:
@hachi5963
@karakusa8250
@daigatana
@mainichi
@johannes_rail
@livedoornews
@sakura_nozomin
@un_nerv
@tanueki
@shin966shin

Top Tweeters in G7:
@urbandictionary
@thehill
@politico
@people
@mtv
@mehdirhasan
@theatlantic
@engadget
@att
@popsugarfitness

Top Tweeters in G8:
@followthatband
@alisonborealis
@jchrispires
@amypritchardsw
@hugobrown
@historianspeaks
@llcfertco
@treebiology
@chenected
@momsorganicmrkt

Top Tweeters in G9:
@sinemetuvivere
@zugarplume
@pablo_jack
@dynamicssiam
@metricausa
@kwitschas
@firstgenphys
@alexis_lomakin
@guijacquemet
@diego_official2

Top Tweeters in G10:
@femtech_
@nytimes
@newyorker
@agchatoz
@thelandnews
@jimlynchcodes
@sydney_uni
@crawfordfund
@agri_events
@malakagharib