aaas, Twitter, 5/12/2022 8:56:53 AM, 276129


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aaas_2022-05-11_23-02-08.xlsx
aaas_2022-05-11_23-02-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2022
Short Description:
aaas via NodeXL https://bit.ly/3w2wGiB
@aaas
@taki_aaas
@this0499154500
@braincures
@suiwazear
@sapinker
@roper_lab
@aaas_stpf
@aaas_seachange
@poisonfiles

Top hashtags:
#aaas
#rt
#kaderiminoyunu
#openaccess
#akınakınözü
#technology
#ascem
#dei
#scipol
#science

Description:
Description
The graph represents a network of 5,787 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, 12 May 2022 at 06:09 UTC.

The requested start date was Thursday, 12 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, 17-minute period from Thursday, 28 April 2022 at 00:43 UTC to Thursday, 12 May 2022 at 00:00 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 : 5787
Unique Edges : 5724
Edges With Duplicates : 10901
Total Edges : 16625
Number of Edge Types : 5
Replies to : 1397
Retweet : 2844
MentionsInRetweet : 4457
Tweet : 2277
Mentions : 5650
Self-Loops : 2305
Reciprocated Vertex Pair Ratio : 0.0671299513551077
Reciprocated Edge Ratio : 0.125814014066163
Connected Components : 968
Single-Vertex Connected Components : 439
Maximum Vertices in a Connected Component : 2718
Maximum Edges in a Connected Component : 8699
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.310666
Graph Density : 0.000229306410526807
Modularity : 0.445182
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,787 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, 12 May 2022 at 06:09 UTC.

The requested start date was Thursday, 12 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, 17-minute period from Thursday, 28 April 2022 at 00:43 UTC to Thursday, 12 May 2022 at 00:00 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:
[80] 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
[55] https://whyevolutionistrue.com/2022/05/03/pinker-vs-the-aaas-on-the-politicization-of-climate-change/
[33] https://media.ford.com/content/fordmedia/fna/us/en/news/2022/05/05/mustang-mach-e-premium-awd-wins-aaas-best-overall-car-for-2022.html
[30] https://www.acog.org/news/news-releases/2021/07/acog-smfm-recommend-covid-19-vaccination-for-pregnant-individuals
[27] https://www.zdnet.com/article/how-cloud-is-redirecting-technology-career-paths/
[17] https://www.amacad.org/new-members-2022
[16] https://www.scholarsatrisk.org/actions/ahmadreza-djalali-iran/#.YnRxEKytLzs.twitter
[12] https://newsroom.ucla.edu/releases/UCLA-2022-AAAS-members
[12] https://twitter.com/sapinker/status/1521571492529459200
[11] https://inc42.com/buzz/aaas-startup-element5-raises-30-mn-from-insight-partners/

Top URLs in Tweet in G1:
[10] https://thehill.com/blogs/congress-blog/3477964-boosting-science-is-a-good-investment/?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter
[8] https://www.aaas.org/riley-lecture
[8] https://www.semiconductors.org/events/u-s-research-and-innovation-where-are-we-amidst-global-competition/
[7] https://www.aaas.org/news/us-rd-and-innovation-global-context-2022-data-update
[6] https://s.alchemer.com/s3/AAAS-Survey-on-Scholarly-Publication-Experiences-and-Perspectives?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter
[6] https://www.sbfprize.org/submission-guidelines
[6] https://www.aaas.org/membership/member-spotlight/isabella-velicogna-measuring-gravity-climate-change-using-gravity
[6] https://www.aaas.org/sites/default/files/2022-05/AAAS%20Global%20R%26D%20Update%20May%202022.pdf
[5] https://thehill.com/blogs/congress-blog/3477964-boosting-science-is-a-good-investment/
[4] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=0097f8b0-d7fc-4ca4-a65d-8e1424c01e16&ccId=19000101_000001&jobId=440404&lang=en_US&source=CC4

Top URLs in Tweet in G2:
[6] https://zabuu.site/user/detail/919630981203554304
[4] https://twipla.jp/events/512993
[2] https://www.mottohomete.net/taki_aaas
[2] https://news.livedoor.com/article/detail/22092889/
[2] https://news.livedoor.com/article/detail/22126148/
[2] https://news.livedoor.com/article/detail/22130763/
[2] https://news.livedoor.com/article/detail/22137876/
[2] https://news.livedoor.com/article/detail/22142059/
[2] https://news.livedoor.com/article/detail/22139719/
[2] https://r.socialstudio.radian6.com/0b1f02d6-509a-40d6-b379-d4f09175e75f

Top URLs in Tweet in G3:
[80] 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
[19] https://whyevolutionistrue.com/2022/05/03/pinker-vs-the-aaas-on-the-politicization-of-climate-change/
[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/your-dog-s-breed-doesn-t-determine-its-personality-study-suggests?cookieSet=1
[5] https://www.science.org/content/article/genome-girl-severe-lupus-pins-down-genetic-target-treatments?cookieSet=1
[5] https://twitter.com/sapinker/status/1521571492529459200
[5] https://news.ycombinator.com/item?id=31259811
[5] https://www.science.org/content/article/largest-native-american-cave-art-revealed-3d-scans?cookieSet=1
[4] https://news.berkeley.edu/story_jump/nine-faculty-members-elected-to-american-academy-of-arts-and-sciences/
[4] https://inc42.com/buzz/aaas-startup-element5-raises-30-mn-from-insight-partners/

Top URLs in Tweet in G4:
[6] https://www.aaas.org/resources/geotech/high-resolution-satellite-imagery-and-conflict-sri-lanka
[2] https://www.ecosystem.asia/events/asian-scientist-elsevier-foundation-salon-for-leadership-in-stem
[2] https://news.mit.edu/2022/american-academy-arts-sciences-new-members-0428
[1] https://www.aaas.org/sites/default/files/2021-05/AIandCOVID19_2021_FINAL.pdf
[1] https://twitter.com/sagaknitter/status/1498337123354783751?s=20&t=SgPPpoUkArzBYORPQxh7RA
[1] https://endpts.com/warp-speeds-moncef-slaoui-loses-board-chairmanship-after-getting-hit-with-sexual-harassment-allegations/
[1] https://www.cnbc.com/2020/09/29/googles-310-million-sexual-misconduct-settlement-details.html
[1] https://www.sciencemag.org/careers/2021/02/mentors-don-t-neglect-scientific-trainees-treat-them-you-d-be-treated
[1] https://www.theguardian.com/higher-education-network/blog/2014/nov/03/why-bullying-thrives-higher-education
[1] https://www.youtube.com/watch?v=DrsMENpKIOk&feature=youtu.be


Top URLs in Tweet in G5:
[2] https://www.snapchat.com/add/ab.alharthy?share_id=MkQxNzEwMEYtQTk1OS00QzBCLUJCMEEtNTY2NEQ5REI5OEU1&locale=ar_SA@calendar=gregorian
[2] https://tmkin.sa/partners/
[2] https://www.snapchat.com/add/aaalgalood?share_id=RjgxRUQ1Q0UtRUExRS00RkUwLUEzM0MtNTIxREFFRDRGQjZF&locale=ar_SA@calendar=gregorian
[1] https://www.snapchat.com/add/trendsaudi1?share_id=OUZFMzc4QzEtN0YyNy00OUE4LUFFNjctOTFGNDcwOThCOTUz&locale=ar_SA@calendar=gregorian;numbers=latn
[1] https://tmkin.sa/shop
[1] http://ibnalmubarak.com/wp-content/uploads/2018/04/%D8%A7%D9%84%D8%AA%D8%B2%D9%83%D9%8A%D8%A9-%D8%A8%D8%A7%D9%84%D9%82%D8%B1%D8%A7%D9%86-1.pdf

Top URLs in Tweet in G6:
[1] https://aaas.dartmouth.edu/news/2022/04/racial-justice-dialogue-carol-anderson-and-frank-wilderson
[1] https://academicjobsonline.org/ajo/jobs/21121?utm_campaign=google_jobs_apply&utm_source=google_jobs_apply&utm_medium=organic
[1] https://aaas.dartmouth.edu/news/2022/04/black-aesthetics-and-liberatory-space-making
[1] https://twitter.com/rickhasen/status/1520095416108298241

Top URLs in Tweet in G7:
[16] https://whyevolutionistrue.com/2022/05/03/pinker-vs-the-aaas-on-the-politicization-of-climate-change/
[3] https://twitter.com/sapinker/status/1521571492529459200
[1] https://twitter.com/hoovlet/status/1521848973216165889

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=rWHk4ht-boM

[2] https://theconstructor.org/construction/types-of-soil-excavation-tools-machines/12307/
[2] https://youtube.com/watch?v=27JBnNgn3bc

[2] https://www.youtube.com/watch?v=4NSGTW1i_yc

[2] https://www.3dsourced.com/guides/3d-printed-house-2/
[1] https://www.youtube.com/watch?v=-nqRkAsZumc&feature=youtu.be

[1] https://twitter.com/suiwazear/status/1522700935746793472
[1] https://www.youtube.com/watch?v=JuLRBcW8DsY

[1] https://climate.mit.edu/explainers/greenhouse-gases
[1] https://www.wikihow.com/Build-a-Self-Sustaining-Ecosystem

Top URLs in Tweet in G9:
[30] https://www.acog.org/news/news-releases/2021/07/acog-smfm-recommend-covid-19-vaccination-for-pregnant-individuals
[4] https://newsroom.ucla.edu/releases/UCLA-2022-AAAS-members
[3] https://aaas.zoom.us/meeting/register/tJUucO6qrjoiHtXJOYLSmlzkFFKY7GgpJ5co
[2] https://aaasseachange.force.com/s/feed/0D53h00002BNx4eCAD
[2] https://stemforall2022.videohall.com/presentations/2486
[1] https://www.aaas.org/awards/mentor/about
[1] https://www.youtube.com/watch?v=q4TmFe1-HzI&feature=youtu.be

[1] https://aaasseachange.force.com/s/group/0F93h000000kQ8dCAE/physics-astronomy
[1] https://twitter.com/AAAS_SEAChange/status/1524010364202979328
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6710458/

Top Domains
Top Domains in Tweet in Entire Graph:
[238] twitter.com
[209] science.org
[140] aaas.org
[119] co.jp
[57] whyevolutionistrue.com
[34] youtube.com
[34] ford.com
[30] acog.org
[27] zdnet.com
[19] amacad.org

Top Domains in Tweet in G1:
[94] aaas.org
[56] science.org
[54] twitter.com
[15] thehill.com
[13] adp.com
[13] semiconductors.org
[8] youtube.com
[7] alchemer.com
[7] swhr.org
[7] sbfprize.org

Top Domains in Tweet in G2:
[28] twitter.com
[14] livedoor.com
[14] co.jp
[12] fashion-press.net
[6] zabuu.site
[4] youtube.com
[4] twipla.jp
[4] event-checker.info
[3] instagram.com
[2] mottohomete.net

Top Domains in Tweet in G3:
[107] science.org
[104] co.jp
[57] twitter.com
[21] whyevolutionistrue.com
[7] peing.net
[6] aaas.org
[5] tweetedtimes.com
[5] ycombinator.com
[4] ucla.edu
[4] berkeley.edu

Top Domains in Tweet in G4:
[7] aaas.org
[3] twitter.com
[2] ecosystem.asia
[2] mit.edu
[1] endpts.com
[1] cnbc.com
[1] sciencemag.org
[1] theguardian.com
[1] youtube.com
[1] statnews.com

Top Domains in Tweet in G5:
[5] snapchat.com
[3] tmkin.sa
[1] ibnalmubarak.com

Top Domains in Tweet in G6:
[2] dartmouth.edu
[1] academicjobsonline.org
[1] twitter.com

Top Domains in Tweet in G7:
[16] whyevolutionistrue.com
[4] twitter.com

Top Domains in Tweet in G8:
[8] youtube.com
[8] twitter.com
[2] theconstructor.org
[2] 3dsourced.com
[1] mit.edu
[1] wikihow.com
[1] science.org

Top Domains in Tweet in G9:
[30] acog.org
[4] ucla.edu
[3] zoom.us
[3] youtube.com
[3] force.com
[3] yale.edu
[2] aaas.org
[2] videohall.com
[2] twitter.com
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[112] aaas
[74] rt
[60] kaderiminoyunu
[56] openaccess
[42] akınakınözü
[35] technology
[35] ascem
[32] dei
[31] scipol
[27] science



Top Hashtags in Tweet in G1:
[74] rt
[53] openaccess
[31] scipol
[24] dei
[23] scicomm
[23] sciengage
[19] sciencemagarchives
[19] science
[17] research
[17] stem

Top Hashtags in Tweet in G2:
[20] 漫画が読めるハッシュタグ
[12] 創作百合
[12] 猫
[6] ゴールデンカムイ
[6] 猫好きさんと繋がりたい
[6] 猫のいるくらし
[6] 創作漫画
[6] 育児漫画
[5] ローソン
[4] zabuu

Top Hashtags in Tweet in G3:
[22] rakuafl
[8] aaas
[7] 質問箱
[7] 匿名質問募集中
[4] science
[4] secawards
[3] health
[3] mixedjuice求
[3] ジャニーズwest
[3] 科学の方法

Top Hashtags in Tweet in G4:
[9] womeninstem
[3] stemtoo
[3] researchculture
[2] students
[2] scicomm
[2] reimagineresearch
[2] womeninscience
[2] ecosystem
[1] covid19
[1] ai

Top Hashtags in Tweet in G5:
[5] عيد_الفطر
[4] مسابقات_خالد_الجريوي
[3] مسابقة_إقراء_الرمضانية
[2] لبس_العيد
[2] ø¹ùšø¯ùšø©
[2] عيدية_عتيبه
[2] وداعاً_رمضان
[2] العباه_الرهيفه
[2] ù‡ø¯ùšø©
[2] مسابقة_مهارة_الرمضانية_الثانية29

Top Hashtags in Tweet in G6:
[2] blackgathering
[1] blktwitterstorians
[1] liberation
[1] aesthetics

Top Hashtags in Tweet in G8:
[3] arborday
[1] quotes
[1] quotestoliveby
[1] quotesoftheday
[1] quotesdaily
[1] quotesandsayings
[1] love
[1] advanced
[1] socialphysics

Top Hashtags in Tweet in G9:
[16] seachange
[8] dei
[5] synergy2022
[5] epfp
[5] nctoypoy
[5] bwfpdep
[4] highered
[3] synbyss
[2] supremecourt
[2] stemvideohall

Top Hashtags in Tweet in G10:
[2] مساء_الخير
[2] الروقي
[2] دلال
[1] عاشقه
[1] مشاعر_بخاطري_بقولها
[1] وينك
[1] حروفي
[1] قرقش
[1] خالد

Top Words
Top Words in Tweet in Entire Graph:
[2445] aaas
[1988] ø
[1327] ù
[784] science
[376] ãƒ
[353] american
[314] من
[295] aaas__36
[288] african
[249] 15

Top Words in Tweet in G1:
[768] aaas
[243] science
[128] join
[113] more
[94] learn
[88] policy
[80] 2022
[79] work
[76] research
[74] #rt

Top Words in Tweet in G2:
[59] taki_aaas
[20] ãƒ
[20] æ
[20] #漫画が読めるハッシュタグ
[19] suzu_ekm
[18] ªã
[17] あ
[17] ç
[14] eki16g_syrup
[14] と

Top Words in Tweet in G3:
[551] aaas
[253] ãƒ
[205] 15
[147] science
[103] wi
[103] fi
[102] ryzen5
[102] 512gb
[102] ssd
[102] ips

Top Words in Tweet in G4:
[28] aaas
[17] braincures
[12] academicchatter
[12] image
[10] thepeopleshubuk
[9] academicparity
[9] #womeninstem
[8] googleexpertuk
[7] bulliescampaign
[7] drumeshprabhu

Top Words in Tweet in G5:
[1988] ø
[1326] ù
[224] السحب
[206] من
[201] ùšø
[165] øªø
[162] ùˆø
[150] ريال
[147] رتويت
[147] تابع

Top Words in Tweet in G6:
[262] african
[138] tenure
[132] duke
[132] university
[131] invites
[131] applications
[131] track
[131] position
[131] department
[131] american

Top Words in Tweet in G7:
[221] science
[103] sapinker
[92] magazine
[90] american
[90] association
[90] advancement
[90] publisher
[90] asked
[90] money
[90] improve

Top Words in Tweet in G8:
[12] aaas
[8] newsfromscience
[8] nprscience
[8] nsf
[7] sciencenews
[6] sciencedaily
[5] science
[3] #arborday
[3] time
[3] nasaspacesci

Top Words in Tweet in G9:
[69] society
[52] aaas
[41] academy
[38] nih
[37] cdc
[37] eu
[37] fda
[37] acip
[37] pediatrics
[36] college

Top Words in Tweet in G10:
[294] aaas__36
[102] 585____
[88] dwmxr179
[87] 1990alshe
[87] alaamany4
[87] y_rooh4
[87] xa7fl
[87] 5_ii88
[86] almass102a
[86] op_ass

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[896] ø,ø
[554] ø,ù
[467] ù,ø
[413] ù,ù
[197] science,aaas
[179] ãƒ,ãƒ
[145] øªø,ø
[144] african,american
[138] ùˆø,ù
[133] tenure,track

Top Word Pairs in Tweet in G1:
[73] #rt,aaas
[55] learn,more
[49] aaas,ceo
[41] ceo,sudipsparikh
[35] science,policy
[31] science,book
[28] aaas,published
[23] congratulations,kryamamoto
[23] budget,policy
[23] policy,program

Top Word Pairs in Tweet in G2:
[11] ãƒ,ãƒ
[8] にんにく,にんにく
[8] æ,æ
[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
[5] 70_pocky,創作2コマ漫画
[5] tst1d95mrthvc4b,ありがとうございます
[4] #zabuu,#質問がじゃんじゃん届く
[4] ç,žã
[4] š,ç

Top Word Pairs in Tweet in G3:
[120] ãƒ,ãƒ
[105] science,aaas
[103] wi,fi
[102] 512gb,ssd
[102] fi,15
[102] hp,pavilion
[102] pavilion,15
[102] 4d8k2pa,aabh
[102] aabh,4d8k1pa
[102] 4d8k1pa,aaas

Top Word Pairs in Tweet in G4:
[7] spread,word
[7] leadership,salon
[7] salon,100
[7] 100,#womeninstem
[6] bulliescampaign,researchbysave
[6] researchbysave,forsymp
[6] forsymp,dohadebates
[6] dohadebates,thepeopleshubuk
[6] thepeopleshubuk,delusionalacad1
[6] delusionalacad1,psychmh

Top Word Pairs in Tweet in G5:
[896] ø,ø
[554] ø,ù
[467] ù,ø
[413] ù,ù
[145] øªø,ø
[138] ùˆø,ù
[120] السحب,من
[115] ø,ùšø
[97] من,الرتويت
[78] ù,ùˆø

Top Word Pairs in Tweet in G6:
[132] duke,university
[131] university,invites
[131] invites,applications
[131] applications,tenure
[131] tenure,track
[131] track,position
[131] position,department
[131] department,african
[131] african,african
[131] african,american

Top Word Pairs in Tweet in G7:
[92] science,magazine
[90] american,association
[90] association,advancement
[90] advancement,science
[90] science,publisher
[90] publisher,science
[90] magazine,asked
[90] asked,money
[90] money,improve
[89] sapinker,american

Top Word Pairs in Tweet in G8:
[6] sciencenews,nsf
[6] newsfromscience,nprscience
[5] aaas,newsfromscience
[4] sciencedaily,aaas
[3] nsf,aaas
[3] nsf,sciencedaily
[2] plant,trees
[2] trees,globally
[2] globally,arborday
[2] arborday,simply

Top Word Pairs in Tweet in G9:
[37] aaas,academy
[37] academy,pediatrics
[36] cdc,nih
[36] acip,aaas
[36] pediatrics,college
[36] college,obstetricians
[36] gynecologists,society
[36] society,maternal
[36] maternal,fetal
[36] fetal,medicine

Top Word Pairs in Tweet in G10:
[87] alaamany4,y_rooh4
[86] 1990alshe,aaas__36
[86] 585____,lill__5
[86] lill__5,5_ii88
[85] aaas__36,almass102a
[85] almass102a,alaamany4
[85] y_rooh4,op_ass
[85] reallam56,xa7fl
[84] oh33b,krozah_
[84] krozah_,reallam56

Top Replied-To
Top Replied-To in Entire Graph:
@aaas__36
@taki_aaas
@dwmxr179
@koetkinliks
@saebaa7
@gladys_aaas
@bbqssa
@maths176
@dalal_______511
@aaas

Top Replied-To in G1:
@kryamamoto
@aaas
@marianne_denton
@maibached
@redhair_channel
@zfurnas
@mc_longshore
@jordanmarrocco
@scipolguy
@florin_uncovers

Top Replied-To in G2:
@taki_aaas
@aaas_game
@suzu_ekm
@tst1d95mrthvc4b
@tanueki
@cchime_ekimemo
@eki16g_syrup
@spacemanvipex
@ebiekmm
@arrow485

Top Replied-To in G3:

Top Replied-To in G4:
@thelancet
@taranaburke
@do_kinder
@bulliescampaign
@academicparity
@sciencemagazine
@ajackiehunter
@ericlander46
@whitehouse
@dorothysuskind

Top Replied-To in G5:
@iiaz_kh
@k_i_j99
@eqraalquran1
@f_alabdulkarim
@moud199111
@lmessagesi
@almurabanet
@overdose_coffe
@almoshaf_algame
@xraykh_

Top Replied-To in G6:
@dorothyeroberts
@sociologyatpenn

Top Replied-To in G7:
@markmcneilly
@djunkinthetrunk
@ahbostrom
@avilagarcez
@rodrigoleao
@hoovlet

Top Replied-To in G8:
@science
@aaas
@unfoundation
@elonmusk
@joebiden

Top Replied-To in G9:
@ro10reed
@notasheep99
@ashleybmac
@jason_a_clark
@noteworthypoint
@aaas_seachange
@rowdykate2
@hwielding
@agnieszka_ph
@carlin_ron

Top Replied-To in G10:
@aaas__36
@dwmxr179
@saebaa7
@bbqssa
@dalal_______511
@maths176
@klaa_232
@alharbi632074
@rmmr11
@5151v

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@aaas__36
@culturedmodesty
@sapinker
@585____
@alaamany4
@y_rooh4
@xa7fl
@5_ii88
@krozah_

Top Mentioned in G1:
@aaas
@sudipsparikh
@matthourihan
@aaas_stpf
@kryamamoto
@ucsf
@swhr
@sciencemagazine
@innovtaskforce
@aaas_scicomm

Top Mentioned in G2:
@yukikanayama20
@taki_aaas
@eki16g_syrup
@1256023kisei
@livedoornews
@takanasu05
@ebiekmm
@takigare3
@arrow485
@70_pocky

Top Mentioned in G3:
@rajenderkrraj
@jaqueli47830265
@readscience
@fordauthority

Top Mentioned in G4:
@aaas
@braincures
@academicchatter
@thepeopleshubuk
@googleexpertuk
@academicparity
@drumeshprabhu
@proftimnoakes
@nidhisubs
@openacademics

Top Mentioned in G5:
@xraykh_
@bander20030
@mlm6_
@i3sand
@braanmhmd
@0siiim
@os_wan1
@m__kfo
@khaledngaidan
@e4i24

Top Mentioned in G6:
@culturedmodesty
@profguycharles
@nikobowie
@colorblindtools
@michelebgoodwin
@dartmouthaaas
@dorothyeroberts
@dukepress

Top Mentioned in G7:
@sapinker
@michaelshermer
@elivieirajr
@evolutionistrue
@aaronsibarium
@hoovlet
@aaas
@landryst
@aaas_scicomm
@sdcrosby

Top Mentioned in G8:
@aaas
@newsfromscience
@nprscience
@nsf
@sciencenews
@sciencedaily
@nasaspacesci
@nasasciencecast
@mrdatascience
@ainissaramirez

Top Mentioned in G9:
@aaas_seachange
@rowdykate2
@ecubrodysom
@judysimpson222
@aaas
@brodjustice
@saltaovladimir
@oxharryh1
@bobbie07605390
@helen_wingrave

Top Mentioned in G10:
@aaas__36
@585____
@alaamany4
@y_rooh4
@xa7fl
@5_ii88
@krozah_
@moohra_m0
@lill__5
@1990alshe

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@cas_2050001283
@sectest9
@threadreaderapp
@yoshiki7111
@sagaminoriaki
@3_i_n
@tweeterofbabel
@shopeeid

Top Tweeters in G1:
@jfsebastian146
@thehill
@john_siracusa
@birdwriter7
@tyberzannxxxx
@blackphysicists
@johnapp63499667
@pfanderson
@forbes
@friedrichhayek

Top Tweeters in G2:
@japan_lawson
@akiko_lawson
@jijicom
@kl_mp35jm
@amitayus33
@yahoonewstopics
@starbucks_j_cpg
@karakusa8250
@masakichi22
@takenokokun0521

Top Tweeters in G3:
@cas_2050001283
@yoshiki7111
@tweeterofbabel
@matiere
@f_k_t_
@mrkalman
@drpatfarrell
@m157q_news_rss
@hntweets
@charlierichmond

Top Tweeters in G4:
@googleexpertuk
@nicochan33
@terryelaineh1
@botfemale
@drumeshprabhu
@kuriharan
@academicchatter
@thetimes
@laserhaas01
@wendyeslater

Top Tweeters in G5:
@z8_kuw
@shfc_k
@aldosi35
@katalony199
@rengo_sport
@_waheed20
@raull_7f
@dr_jwair
@alshaikh2
@0lti0

Top Tweeters in G6:
@walkerdl
@susancarver19
@notingshaw
@crutch4
@sprzyslp
@rickhasen
@sgbuggs
@arrianna_planey
@nubianlocz
@aejohnsonphd

Top Tweeters in G7:
@ciudadanojuan99
@chasrmartin
@wallybock
@zigmanfreud
@timberati
@disidentefrei
@tomi_tapio
@amadeopetitbo
@agneswold
@awholeassburger

Top Tweeters in G8:
@wwf
@nbcnews
@techcrunch
@cvspharmacy
@mbowmanscience
@neilflochmd
@foe_us
@natgeo
@unfoundation
@astronomymag

Top Tweeters in G9:
@takethatct
@justin_hart
@madeulookcouk
@boback
@karenlmasters
@youtube
@judysimpson222
@617to416
@_inpst
@sciencecommuni2

Top Tweeters in G10:
@5151v
@dahoom__9
@lill__5
@db_20d
@abo_salmaan7
@y_rooh4
@s__s______1
@heaty3561
@agie8947
@abdullahalzobid