aaas, Twitter, 3/24/2022 6:33:43 AM, 273610


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aaas_2022-03-23_23-07-48.xlsx
aaas_2022-03-23_23-07-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 24, 2022
Short Description:
aaas via NodeXL https://bit.ly/3umEKZu
@aaas
@braincures
@aaas_stpf
@do_kinder
@aaas__36
@taki_aaas
@b0tsci
@anon58874514
@uofillinois
@aaastudies

Top hashtags:
#stem
#aaas
#nucarnival
#rt
#nuカーニバル
#science
#ifthenshecanexhibit
#sciencediplomacy
#akınakınözü

Description:
Description
The graph represents a network of 5,711 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, 24 March 2022 at 06:14 UTC.

The requested start date was Thursday, 24 March 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, 52-minute period from Thursday, 10 March 2022 at 00:02 UTC to Wednesday, 23 March 2022 at 23:54 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 : 5711
Unique Edges : 6613
Edges With Duplicates : 15595
Total Edges : 22208
Number of Edge Types : 5
Tweet : 2360
Retweet : 2906
MentionsInRetweet : 5010
Mentions : 10172
Replies to : 1760
Self-Loops : 2415
Reciprocated Vertex Pair Ratio : 0.101215981470759
Reciprocated Edge Ratio : 0.183825849195499
Connected Components : 973
Single-Vertex Connected Components : 416
Maximum Vertices in a Connected Component : 2291
Maximum Edges in a Connected Component : 14738
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.936265
Graph Density : 0.000291599368410917
Modularity : 0.385962
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,711 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, 24 March 2022 at 06:14 UTC.

The requested start date was Thursday, 24 March 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, 52-minute period from Thursday, 10 March 2022 at 00:02 UTC to Wednesday, 23 March 2022 at 23:54 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:
[25] https://www.science.org/content/article/you-can-t-get-back-specimens-ukrainian-scientists-rush-save-irreplaceable-collections?cookieSet=1
[23] https://www.acog.org/news/news-releases/2021/07/acog-smfm-recommend-covid-19-vaccination-for-pregnant-individuals
[17] http://www.lawson.co.jp/service/loppi/coupon/
[15] https://www.science.org/doi/10.1126/sciadv.abo6347?s=09
[14] https://www.science.org/content/article/few-journals-heed-calls-boycott-russian-papers?cookieSet=1
[11] https://www.aaas.org/events/science-diplomacy-and-emerging-technologies
[11] https://medium.com/usaid-2030/from-scientist-to-international-development-practitioner-26cbb62a3323
[11] https://www.nasw.org/article/sciencewriters-decade-nasw-travel-fellowships-aaas
[10] https://www.science.org/content/article/simple-electrical-circuit-learns-its-own-no-help-computer?cookieSet=1
[10] https://aaas.zoom.us/meeting/register/tJIud-2tqDopGdBPIFT4xdiD2eCy5wXNt9pR

Top URLs in Tweet in G1:
[11] https://www.aaas.org/events/science-diplomacy-and-emerging-technologies
[8] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=0097f8b0-d7fc-4ca4-a65d-8e1424c01e16&ccId=19000101_000001&jobId=430640&lang=en_US&source=CC4
[7] https://www.aaas.org/news/when-timed-right-robotic-device-reduces-walkers-metabolic-rate
[6] https://www.aaas.org/programs/epi-center
[5] https://atlantasciencefestival.org/events-2022/177-women-in-stem-learning-from-monumental-leaders/
[5] https://seachangeinstitute.aaas.org/local/catalog/view/product.php?productid=22&utm_source=LMS&utm_medium=Course&utm_campaign=D3M
[4] https://www.science.org/content/article/you-can-t-get-back-specimens-ukrainian-scientists-rush-save-irreplaceable-collections?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter
[4] https://www.aaas.org/news/citizen-seismologists-haiti-aided-efforts-understand-2021-earthquake?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter
[4] https://seachangeinstitute.aaas.org/local/catalog/view/product.php?productid=22
[4] https://www.aaas.org/events/2022-aaas-twas-course-science-diplomacy?utm_campaign=SciDip&utm_source=EOC&utm_medium=Twitter

Top URLs in Tweet in G2:
[6] https://zabuu.site/user/detail/919630981203554304
[5] https://shonenjumpplus.com/episode/3269754496815723902
[3] https://www.lawson.co.jp/lab/tsuushin/art/1446525_4659.html
[3] https://www.lawson.co.jp/lab/tsuushin/art/1448847_4659.html
[2] https://www.oricon.co.jp/news/2228169/?utm_source=Twitter&utm_medium=social&ref_cd=jstw003
[2] https://www.mottohomete.net/taki_aaas
[2] https://takmt.fanbox.cc/posts/3506305?utm_campaign=manage_post_page&utm_medium=share&utm_source=twitter
[2] https://www.cnn.co.jp/fringe/35036906.html
[2] https://kuruma-news.jp/post/483218
[2] https://news.denfaminicogamer.jp/news/220310w

Top URLs in Tweet in G3:
[1] https://twitter.com/AcademicParity/status/1373119242078449665?s=20&t=3KTrI0idANEFIRPrGn1RRQ
[1] https://twitter.com/sagaknitter/status/1498337123354783751?s=20&t=SgPPpoUkArzBYORPQxh7RA
[1] https://www.the-tls.co.uk/articles/breaking-the-silence-surrounding-sexual-harassment-on-campus-essay-charlotte-proudman/
[1] https://www.theguardian.com/higher-education-network/2018/mar/09/i-let-sexual-harassment-slide-because-of-my-universitys-financial-struggles
[1] https://www.dailymail.co.uk/news/article-6050695/Professor-described-world-expert-empathy-dubbed-BULLY-eight-colleagues.html
[1] https://www.the-scientist.com/news-opinion/nih-official-resigned-after-sexual-misconduct-probe-66685
[1] https://www.bbrfoundation.org/about/people/antonello-bonci-md
[1] https://www.nature.com/articles/nbt.3766
[1] https://www.nature.com/news/polopoly_fs/1.17253!/menu/main/topColumns/topLeftColumn/pdf/520144a.pdf
[1] https://twitter.com/ZJAyres/status/1247054633895432192?s=20

Top URLs in Tweet in G4:
[7] https://www.science.org/content/article/few-journals-heed-calls-boycott-russian-papers?cookieSet=1
[7] https://peing.net/ja/ri_aaas?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[5] https://www.science.org/content/article/rare-cases-coronavirus-vaccines-may-cause-long-covid-symptoms?cookieSet=1
[5] https://www.aaas.org/news/one-third-people-cannot-see-milky-way
[5] https://www.science.org/content/article/simple-electrical-circuit-learns-its-own-no-help-computer?cookieSet=1
[5] https://www.science.org/content/article/first-brain-implant-lets-man-complete-paralysis-spell-out-thoughts-i-love-my-cool-son?cookieSet=1
[4] https://www.science.org/content/article/you-can-t-get-back-specimens-ukrainian-scientists-rush-save-irreplaceable-collections?cookieSet=1
[4] https://www.science.org/content/article/pandemic-signals-sewer-what-virus-levels-wastewater-tell-us?cookieSet=1
[4] https://www.science.org/content/article/preprint-server-removes-inflammatory-papers-superconductor-controversy?cookieSet=1
[4] https://www.science.org/content/article/fda-s-own-documents-reveal-agency-s-lax-slow-and-secretive-oversight-clinical-research?cookieSet=1

Top URLs in Tweet in G5:
[1] https://twitter.com/Nour03603212/status/1502591889127657472

Top URLs in Tweet in G6:
[9] https://aaas.zoom.us/meeting/register/tJIud-2tqDopGdBPIFT4xdiD2eCy5wXNt9pR
[4] https://us02web.zoom.us/webinar/register/WN_7BAiejLoQVm-3BFGRVl--Q
[4] https://seachangeinstitute.aaas.org/local/catalog/view/product.php?productid=22&utm_source=LMS&utm_medium=Course&utm_campaign=D3M
[3] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=0097f8b0-d7fc-4ca4-a65d-8e1424c01e16&ccId=19000101_000001&jobId=435259&lang=en_US&source=CC4
[3] https://www.seps2022.com/
[3] https://www.sciencemag.org/careers/2021/08/idealist-or-pragmatist-successful-job-search-know-your-priorities
[2] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=0097f8b0-d7fc-4ca4-a65d-8e1424c01e16&ccId=19000101_000001&jobId=433928&lang=en_US&source=CC4
[2] https://twitter.com/SPGatUCSF/status/1504126864180191234
[2] https://sinaiandsynapses.org/scientists-in-synagogues/
[2] https://sciencereligiondialogue.org/resources/who-is-science-huda-zoghbi/

Top URLs in Tweet in G8:
[2] https://poipiku.com/4955008/6435233.html
[2] https://l.hyenadata.com/s/051jM5
[2] https://poipiku.com/4816073/6357833.html
[2] https://poipiku.com/4849272/6353209.html
[2] https://poipiku.com/4849272/6360044.html
[2] https://poipiku.com/231807/6347870.html
[2] https://twitter.com/NU_COCCOC/status/1504157036816207872?s=20&t=LWERBZEkKnOcuCf19R8g8w
[1] https://twitter.com/frincymatsu/status/1502520167804268544
[1] https://twitter.com/jangpporru/status/1505180644153839617
[1] https://twitter.com/BAWEA_000/status/1503556518645407744

Top URLs in Tweet in G9:
[1] https://uwapress.uw.edu/book/9780295747965/the-unsung-great/
[1] https://docs.google.com/forms/d/1IL_zMuMsaEVlUPUOnbYDpGc4rboeIv8CS8_u5yKuGlA/viewform?edit_requested=true
[1] https://docs.google.com/forms/d/e/1FAIpQLSf7vqGlpMIC-Zc7VzXwSuM-jkHp_etD-DTjS2JGqSFvGMGraw/viewform?fbclid=IwAR25H0tn4N_HLLmzxdx6OnB9u4AVZWrLlelieEyeFKttFP3Jf1oa-4AG-5M
[1] https://docs.google.com/forms/d/e/1FAIpQLSclhU1kPTiFJhPdwg3n8-n9FpnQWyv0euhGHucXfGT8jRBd8w/viewform?usp=send_form
[1] https://iupress.org/9780253047519/the-chinese-atlantic/
[1] https://www.dukeupress.edu/unseeing-empire
[1] https://www.sup.org/books/title/?id=28991
[1] https://uncpress.org/.../redefining-the-immigrant-south/
[1] https://www.ucpress.edu/book/9780520343665/in-camps
[1] https://www.signupgenius.com/go/10c0c49a9aa2ea3f8c70-dropin

Top URLs in Tweet in G10:
[15] https://www.science.org/doi/10.1126/sciadv.abo6347?s=09

Top Domains
Top Domains in Tweet in Entire Graph:
[310] science.org
[227] twitter.com
[154] aaas.org
[64] co.jp
[35] youtube.com
[35] nasw.org
[25] zoom.us
[25] adp.com
[23] acog.org
[13] medium.com

Top Domains in Tweet in G1:
[87] aaas.org
[61] twitter.com
[51] science.org
[19] adp.com
[6] washingtonpost.com
[5] venturewell.org
[5] atlantasciencefestival.org
[4] workcast.net
[4] zoom.us
[4] nature.com

Top Domains in Tweet in G2:
[23] co.jp
[22] twitter.com
[9] shonenjumpplus.com
[6] zabuu.site
[6] livedoor.com
[5] youtube.com
[4] nekonavi.jp
[3] dailyportalz.jp
[2] mottohomete.net
[2] fanbox.cc

Top Domains in Tweet in G3:
[6] twitter.com
[6] co.uk
[6] nature.com
[5] youtube.com
[2] theguardian.com
[2] sciencemag.org
[2] science.org
[1] the-scientist.com
[1] bbrfoundation.org
[1] safeamna.org

Top Domains in Tweet in G4:
[140] science.org
[59] twitter.com
[19] co.jp
[15] aaas.org
[7] peing.net
[5] youtube.com
[5] blogspot.com
[3] patreon.com
[3] ign.com
[3] whatchinareads.com

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

Top Domains in Tweet in G6:
[14] zoom.us
[7] twitter.com
[6] sciencereligiondialogue.org
[6] adp.com
[5] aaas.org
[3] seps2022.com
[3] science.org
[3] sciencemag.org
[3] regentinterface.com
[2] sinaiandsynapses.org

Top Domains in Tweet in G8:
[10] poipiku.com
[8] twitter.com
[2] hyenadata.com

Top Domains in Tweet in G9:
[3] google.com
[1] uw.edu
[1] iupress.org
[1] dukeupress.edu
[1] sup.org
[1] uncpress.org
[1] ucpress.edu
[1] signupgenius.com
[1] twitter.com
[1] thecrimson.com

Top Domains in Tweet in G10:
[15] science.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[97] stem
[83] aaas
[75] nucarnival
[66] rt
[63] nuカーニバル
[55] science
[51] ifthenshecanexhibit
[49] sciencediplomacy
[46] akınakınözü
[46] scrolleando



Top Hashtags in Tweet in G1:
[73] stem
[65] rt
[51] ifthenshecanexhibit
[49] sciencediplomacy
[42] ifthenshecan
[33] womenshistorymonth
[29] womeninstem
[24] scipol
[21] science
[17] emergingtech

Top Hashtags in Tweet in G2:
[32] 駅メモファンアート
[24] 猫
[18] 無言ヤンデレ
[8] 漫画が読めるハッシュタグ
[7] ローソン
[6] 地震
[6] モス50周年企画
[6] スパイダーマン
[4] タコピーの原罪
[4] zabuu

Top Hashtags in Tweet in G3:
[10] scicomm
[7] rri
[6] scipol
[5] womeninstem
[5] stemtoo
[5] metoo
[5] mentalhealth
[5] science
[5] covid
[4] sdg5

Top Hashtags in Tweet in G4:
[32] aaas
[16] rakuafl
[7] 質問箱
[7] 匿名質問募集中
[5] science
[3] 科学の方法
[2] エレクトリック
[2] ifthenshecan
[2] btob
[2] clo

Top Hashtags in Tweet in G5:
[6] محمد
[3] عاشقه
[1] فاطمة
[1] دحـــ
[1] اخوي
[1] محمد_الخطيب
[1] ربي
[1] يسعدك
[1] ميلووو
[1] الضابط_للاضافات

Top Hashtags in Tweet in G6:
[18] scicomm
[17] diversityinstem
[16] stem
[15] science
[12] religion
[11] sciengage
[9] chemistry
[9] aaas
[8] seachange
[8] phd

Top Hashtags in Tweet in G8:
[75] nucarnival
[63] nuカーニバル
[14] 新世界狂歡
[8] bs_fanart
[5] quincy
[4] nu카니발
[4] ぬカニ_fa
[4] vietnam
[4] korea
[4] vietphuc

Top Words
Top Words in Tweet in Entire Graph:
[2619] aaas
[662] science
[447] aaas__36
[211] dr
[203] سيفي
[198] mh7
[196] น
[187] learn
[178] 2022
[173] join

Top Words in Tweet in G1:
[681] aaas
[176] science
[156] ifthenshecan
[126] aaas_stpf
[110] smithsonian
[106] join
[95] dr
[87] women
[78] see
[77] human

Top Words in Tweet in G2:
[45] taki_aaas
[30] #駅メモファンアート
[22] #猫
[18] #無言ヤンデレ
[17] 1256023kisei
[15] 私
[14] え
[13] タコピーの原罪
[13] b09a2032c
[12] suzu_ekm

Top Words in Tweet in G3:
[60] braincures
[56] academicparity
[52] aaas
[43] proftimnoakes
[37] resfortnight
[36] do_kinder
[35] drumeshprabhu
[33] dsweeneyuk
[33] melaniewelham
[33] ianwcampbell

Top Words in Tweet in G4:
[466] aaas
[188] science
[40] 15
[32] #aaas
[19] scientists
[18] fi
[17] ryzen5
[17] 16gbメモリ
[17] 512gb
[17] ssd

Top Words in Tweet in G5:
[433] aaas__36
[121] mya_1400
[120] mjod9nazem
[116] db_20d
[112] jawahir1150
[104] dwmxr179
[98] falsal56
[98] mq___10
[84] ai_8n
[78] nahed__8

Top Words in Tweet in G6:
[82] dr
[50] join
[39] aaas_seachange
[39] aaas
[30] aaas_doser
[29] discussion
[28] community
[26] science
[25] shirley
[25] conversation

Top Words in Tweet in G7:
[203] سيفي
[198] mh7
[25] متجر
[22] نون
[17] الكترون
[17] mh13
[17] اند
[15] و
[13] ريفي
[12] لا

Top Words in Tweet in G8:
[75] #nucarnival
[63] #nuカーニバル
[24] 케시에이
[20] ケシエイ
[14] 케시트
[14] #新世界狂歡
[12] aaas_kshs
[10] quincy
[10] 케시
[9] bawea_000

Top Words in Tweet in G9:
[93] aaas
[66] 2022
[62] aaastudies
[61] book
[61] award
[55] history
[37] thank
[33] honored
[33] selected
[33] prize

Top Words in Tweet in G10:
[21] aaas
[19] junkscience
[17] editorial
[15] science'
[15] re
[15] climate
[15] questioned
[15] 'science
[15] advances'
[14] 'settled

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[316] science,aaas
[198] سيفي,mh7
[80] mya_1400,aaas__36
[74] aaas,ifthenshecan
[69] science,diplomacy
[66] #rt,aaas
[65] ifthenshecan,aaas
[56] น,องหนาว
[56] two,days
[56] learn,aaas

Top Word Pairs in Tweet in G1:
[74] aaas,ifthenshecan
[65] ifthenshecan,aaas
[65] #rt,aaas
[54] amerchemsociety,aaas_stpf
[44] science,diplomacy
[41] exhibit,smithsonian
[39] bnserer,amerchemsociety
[35] #ifthenshecan,exhibit
[33] women,#stem
[30] scientists,constructed

Top Word Pairs in Tweet in G2:
[7] 20,日
[6] #モス50周年企画,第1弾
[6] モスバーガーを900名さまにプレゼント,応募方法
[6] 応募方法,mos_burgerをフォロー
[6] を,#ローソン
[6] #ローソン,akiko_lawson
[6] akiko_lawson,の下のボタンからツイート
[6] の下のボタンからツイート,無料引換クーポンが抽選で合計5万人に
[6] 無料引換クーポンが抽選で合計5万人に,結果はその場ですぐ分かります
[6] 70_pocky,創作2コマ漫画

Top Word Pairs in Tweet in G3:
[33] resfortnight,dsweeneyuk
[33] melaniewelham,ianwcampbell
[27] drumeshprabhu,laura_corbeth
[27] laura_corbeth,resfortnight
[22] academicparity,drumeshprabhu
[19] dsweeneyuk,stevenhill
[19] stevenhill,melaniewelham
[18] ukri_ceo,ukri_news
[18] jeremyfarrar,wellcometrust
[15] ianwcampbell,m_heffernan

Top Word Pairs in Tweet in G4:
[133] science,aaas
[27] science,#aaas
[17] ryzen5,16gbメモリ
[17] 16gbメモリ,512gb
[17] 512gb,ssd
[17] 指紋認証,webカメラ
[17] webカメラ,wi
[17] wi,fi
[17] fi,15
[17] 15,6型

Top Word Pairs in Tweet in G5:
[80] mya_1400,aaas__36
[51] sultan050607,soonsis123
[51] soonsis123,13gahd33
[50] 13gahd33,1blo411
[49] dwmxr179,sultan050607
[49] 1blo411,beautifu_sara
[49] gogo998800,loge998800
[48] nahed__8,shahoop14
[48] es___se_,gogo998800
[48] 3ziiz_03,pqn_34

Top Word Pairs in Tweet in G6:
[23] community,conversation
[22] dr,shirley
[22] salary,inequity
[19] dr,madeline
[18] inequity,medicine
[17] tues,15
[17] 15,join
[17] join,discussion
[17] discussion,advancing
[17] advancing,#diversityinstem

Top Word Pairs in Tweet in G7:
[198] سيفي,mh7
[25] mh7,متجر
[17] متجر,الكترون
[17] الكترون,mh13
[12] mh7,ريفي
[11] mh7,ديلي
[11] ديلي,ميلز
[10] mh7,نون
[10] mh7,عبد
[10] عبد,الصمد

Top Word Pairs in Tweet in G8:
[29] #nuカーニバル,#nucarnival
[26] #nucarnival,#nuカーニバル
[8] 케시에이,케시트
[6] 케시트,ケシエイケシト
[6] ケシエイケシト,#nuカーニバル
[4] 어쩌구,저쩌구
[4] #新世界狂歡,#nucarnival
[4] ケシエイ,#nucarnival
[4] #nucarnival,#新世界狂歡
[4] #vietphuc,#nhatbinh

Top Word Pairs in Tweet in G9:
[34] thank,aaas
[33] honored,aaastudies
[33] aaastudies,selected
[33] selected,book
[33] book,2022
[33] 2022,history
[33] history,award
[33] award,thank
[33] aaas,prize
[33] prize,subcommittee

Top Word Pairs in Tweet in G10:
[15] science',re
[15] re,climate
[15] climate,questioned
[15] questioned,aaas
[15] aaas,'science
[15] 'science,advances'
[15] advances',editorial
[14] junkscience,'settled
[14] 'settled,science'
[5] junkscience,aaas

Top Replied-To
Top Replied-To in Entire Graph:
@aaas__36
@db_20d
@taki_aaas
@bnserer
@klaa_232
@dwmxr179
@potus
@docdeeodphd
@usaid
@aaas

Top Replied-To in G1:
@bnserer
@docdeeodphd
@aaas
@brendamallory46
@katycroffbell
@usa_china_talk
@mercedesktaylor
@joshmelko
@jadlerphoto
@matthourihan

Top Replied-To in G2:
@taki_aaas
@ebiekmm
@1256023kisei
@suzu_ekm
@tanueki
@e303_k912
@tomenasanna
@spacemanvipex
@jiumangoku
@karakusa8250

Top Replied-To in G3:
@do_kinder
@academicparity
@braincures
@morimahmoudi
@nihdirector
@drumeshprabhu
@ajackiehunter
@whitehouse
@jeremyfarrar
@taranaburke

Top Replied-To in G5:
@aaas__36
@db_20d
@klaa_232
@dwmxr179
@abwqht18
@maths176
@alhryrysarh
@aburaynalhilali
@alharbi632074
@mnswrbnnasr2

Top Replied-To in G6:
@stcloudstate
@jeremywaisome
@rob_o_malley
@gunsnrosesgirl3
@indupartha
@aaas_doser
@vidhyaprakashil
@bcmfromthelabs
@elonmusk
@brigitdermott

Top Replied-To in G8:
@aaas_kshs
@oxo75182
@_eemu_
@noctuswindsor
@aaas_hyun
@sjh41080241
@hngancon
@blee51994
@natu814108
@_gevjon_

Top Replied-To in G9:
@drjenho
@jmcmaster29
@crysbaik
@drmloveslit
@ebonyteach
@outrageous_keva
@amulyamandava

Top Replied-To in G10:
@junkscience
@billonesty

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@aaas__36
@aaas_stpf
@ifthenshecan
@mjod9nazem
@mya_1400
@jawahir1150
@falsal56
@smithsonian
@mq___10

Top Mentioned in G1:
@aaas
@ifthenshecan
@aaas_stpf
@smithsonian
@amerchemsociety
@scidip
@twasnews
@energy
@matthourihan
@nmnh

Top Mentioned in G2:
@b09a2032c
@1256023kisei
@tosazun
@totte_taberu
@taki_aaas
@un_nerv
@70_pocky
@taizan_5
@akiko_lawson

Top Mentioned in G3:
@braincures
@aaas
@academicparity
@proftimnoakes
@resfortnight
@drumeshprabhu
@dsweeneyuk
@melaniewelham
@ianwcampbell
@ukri_ceo

Top Mentioned in G4:
@tanookicatoon
@wsav

Top Mentioned in G5:
@aaas__36
@mjod9nazem
@mya_1400
@jawahir1150
@falsal56
@mq___10
@ai_8n
@nahed__8
@dwmxr179
@13gahd33

Top Mentioned in G6:
@aaas_seachange
@aaas
@aaas_doser
@awisnational
@moppenheimorg
@ufmedicinejax
@erinjconn
@siusom
@nasasun
@vidhyaprakashil

Top Mentioned in G7:
@akmldn2
@aaa12458
@wardh12571
@blakpinkluis
@verondiga18
@joselynavila11
@kobe024_bryant
@xi905
@maram222211111
@luzmari63593033

Top Mentioned in G8:
@bawea_000
@nu_noma
@geumje111
@nucagye
@noctuswindsor
@_gevjon_
@amang_19
@xxxx_owo_x
@17w_rft039
@negoto_kana

Top Mentioned in G9:
@aaastudies
@quraishiphd
@outrageous_keva
@amulyamandava
@jmcmaster29
@uofillinois
@uwapress
@drjenho
@iupress
@dukepress

Top Mentioned in G10:
@aaas
@junkscience
@thedisproof
@itstheatmospher
@asinister
@delusionsmass
@fishyfish67
@doesthisw0rk
@alefty123
@johnoz1900

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@cas_2050001283
@kfc_jp
@711sej
@mos_burger
@dichristine
@genshin_7
@berkleybearnews
@robinsnewswire

Top Tweeters in G1:
@miss_placed_
@maryalicebisho2
@patricklee6669
@tyberzannxxxx
@tarundsnaol
@washingtonpost
@ciangaia
@dianesnavely
@time
@botfemale

Top Tweeters in G2:
@akiko_lawson
@kfc_jp
@mos_burger
@paramilipic
@osaka_seventeen
@haiiro8116
@oricon
@tikutaku
@peko409
@aramotokei

Top Tweeters in G3:
@ligayaloyola
@googleexpertuk
@bbcnews
@nicochan33
@anas_erindra
@nypost
@mailonline
@terryelaineh1
@drumeshprabhu
@politico

Top Tweeters in G4:
@berkleybearnews
@robinsnewswire
@coopmike48
@stigmabase
@f_k_t_
@notacquiescing
@careerage
@nowtice_news2
@warriors_mom
@darrenculbreath

Top Tweeters in G5:
@al3shg_511
@aziz__1986
@ta1wfeq
@aaa336600
@moon_83daughter
@txxy_2030
@alharby_02
@mogr2s
@db_20d
@ed_i00

Top Tweeters in G6:
@independent
@marciasgreen
@deepgreendesign
@rafaelg21253842
@pythonroboto
@in_stemm
@mayoisspicyy
@scicommbot
@sciencecareers
@greenpeace

Top Tweeters in G7:
@zzizo_sa
@aaa12458
@1sa_abdullah
@kbilal825
@nakbabba
@joselynavila11
@iammeems
@kakaipadilla08
@bareta_dodo
@tommy_wuri

Top Tweeters in G8:
@sseoging
@shxtou
@mirugi11
@natu814108
@sr_nrmn
@itsybitsysimp
@erscnj
@acejj63081
@xxxx_owo_x
@lachun_b

Top Tweeters in G9:
@flight_refunds
@clancynewyork
@ebonyteach
@arash_tehran
@alixabeth
@babakristian
@theaerogram
@shafrhistorians
@uofillinois
@dukepress

Top Tweeters in G10:
@dreamweaver61
@sameermohan2
@rand_simberg
@seanflan45
@asinister
@geraldkutney
@ram0667
@louiscy72344053
@kevinsecular2
@insane_voice


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