aaas, Twitter, 7/7/2022 3:38:04 PM, 279131


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aaas_2022-07-06_23-02-08.xlsx
aaas_2022-07-06_23-02-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2022
Short Description:
aaas via NodeXL https://bit.ly/3NQWPH1
@aaas
@taki_aaas
@jmva5h
@braincures
@aaas__36
@suiwazear
@aaas_stpf
@glorymaze1
@aespa_official
@anthrofuentes

Top hashtags:
#aaas
#rt
#cmnownews
#stu48
#石田千穂
#cmnow
#cmnowweb
#runtomefinaleconcert
#munawarfaruqui

Description:
Description
The graph represents a network of 4,566 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, 07 July 2022 at 06:12 UTC.

The requested start date was Thursday, 07 July 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, 57-minute period from Thursday, 23 June 2022 at 00:02 UTC to Thursday, 07 July 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 : 4566
Unique Edges : 4912
Edges With Duplicates : 7773
Total Edges : 12685
Number of Edge Types : 5
Retweet : 2123
MentionsInRetweet : 2919
Tweet : 2545
Mentions : 3732
Replies to : 1366
Self-Loops : 2576
Reciprocated Vertex Pair Ratio : 0.0789614085008003
Reciprocated Edge Ratio : 0.146365584308554
Connected Components : 925
Single-Vertex Connected Components : 405
Maximum Vertices in a Connected Component : 1191
Maximum Edges in a Connected Component : 4640
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.817818
Graph Density : 0.000291069906192684
Modularity : 0.475253
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,566 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, 07 July 2022 at 06:12 UTC.

The requested start date was Thursday, 07 July 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, 57-minute period from Thursday, 23 June 2022 at 00:02 UTC to Thursday, 07 July 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:
[276] 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
[23] https://www.science.org/content/article/new-study-details-many-ways-scientists-minority-groups-are-disadvantaged-stem?cookieSet=1
[22] https://www.aaas.org/sites/default/files/2022-06/AAAS%20Statement%20on%20EPA%20v%20West%20Virginia.pdf?utm_label=&utm_medium=twitter&utm_source=social&utm_campaign=AAAS
[20] https://www.science.org/content/article/bad-news-paxlovid-coronavirus-can-find-multiple-ways-evade-covid-19-drug?cookieSet=1
[16] https://www.science.org/content/article/pentagon-ufo-study-led-researcher-who-believes-supernatural?cookieSet=1
[15] https://abema.tv/channels/abema-anime/slots/8na37FAM14NQNB?utm_campaign=feed_tweet&utm_medium=social&utm_source=twitter
[14] https://www.science.org/content/article/zika-dengue-viruses-make-victims-smell-better-mosquitoes?cookieSet=1
[12] https://www.science.org/content/article/zombie-papers-wont-die-retracted-papers-notorious-fraudster-still-cited-years-later?cookieSet=1
[10] https://www.aaas.org/membership/member-spotlight/welcome-front-lines-environmental-justice-robert-bullard
[9] https://www.acog.org/news/news-releases/2021/07/acog-smfm-recommend-covid-19-vaccination-for-pregnant-individuals

Top URLs in Tweet in G1:
[6] https://zabuu.site/user/detail/919630981203554304
[3] https://twitter.com/i/spaces/1yoKMWAwYQoJQ
[3] https://dora-world.com/contents/2495
[2] https://www.mottohomete.net/taki_aaas
[2] https://twitter.com/suzu_ekm/status/1541381665813319681
[2] https://shindanmaker.com/586328
[2] https://hb.afl.rakuten.co.jp/hgc/0b66592c.a43685e1.0b66592d.caf027c6/_RTshort10000000?pc=https://event.travel.rakuten.co.jp/special/thesale/&link_type=short&ut=eyJwYWdlIjoiaXRlbSIsInR5cGUiOiJzaG9ydCJ9&scid=su_12828&surlid=12828&surldt=20220706100549
[2] https://www.mhlw.go.jp/stf/seisakunitsuite/bunya/0000049964.html
[2] https://www.dominos.jp/topics/220623_otameshi
[2] https://tenki.jp/forecaster/y_maki/2022/06/24/18034.html

Top URLs in Tweet in G2:
[9] https://www.science.org/content/article/bad-news-paxlovid-coronavirus-can-find-multiple-ways-evade-covid-19-drug?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/fusion-power-may-run-fuel-even-gets-started?cookieSet=1
[5] https://www.science.org/content/article/professors-struggle-recruit-postdocs-calls-structural-change-academia-intensify?cookieSet=1
[5] https://www.science.org/content/article/modern-city-dwellers-have-lost-about-half-their-gut-microbes?cookieSet=1
[5] https://www.science.org/content/article/hidden-carbon-layer-may-have-sparked-ancient-bout-global-warming?cookieSet=1
[5] https://www.youtube.com/watch?v=cSRTgo-AAAs&feature=youtu.be

[4] https://www.science.org/content/article/why-the-monkeypox-outbreak-is-mostly-affecting-men-who-have-sex-with-men?cookieSet=1
[3] https://www.science.org/content/article/complexities-are-staggering-u-s-plans-huge-trial-blood-tests-multiple-cancers?cookieSet=1
[3] https://www.science.org/action/cookieAbsent

Top URLs in Tweet in G3:
[22] https://www.aaas.org/sites/default/files/2022-06/AAAS%20Statement%20on%20EPA%20v%20West%20Virginia.pdf?utm_label=&utm_medium=twitter&utm_source=social&utm_campaign=AAAS
[7] https://www.si.umich.edu/about-umsi/news/lionel-robert-joins-aaas-community-advisory-board
[5] https://fcld.ly/dj5qx86?utm_label=&utm_medium=twitter&utm_source=social&utm_campaign=AAAS
[4] https://fcld.ly/j2j7frj?utm_label=&utm_medium=twitter&utm_source=social&utm_campaign=AAAS
[4] https://www.science.org/content/article/modern-city-dwellers-have-lost-about-half-their-gut-microbes?utm_label=&utm_medium=twitter&utm_source=social&utm_campaign=AAAS
[4] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=0097f8b0-d7fc-4ca4-a65d-8e1424c01e16&ccId=19000101_000001&jobId=443382&lang=en_US&source=CC4
[4] https://aaasseachange.force.com/s/feed/0D53h00002GlSdKCAV?utm_label=&utm_medium=twitter&utm_source=social&utm_campaign=AAAS
[4] https://aaasseachange.force.com/s/feed/0D53h00002GlSdKCAV
[3] https://www.aaas.org/awards/science-diplomacy/about?adobe_mc=MCMID%3D62727096923327421531348702810572561242%7CMCORGID%3D242B6472541199F70A4C98A6%2540AdobeOrg%7CTS%3D1649947484&adobe_mc=MCMID%3D12877943333776006803229415305672823229%7CMCORGID%3D242B6472541199F70A4C98A6%2540AdobeOrg%7CTS%3D1656602960
[3] https://www.aaas.org/awards/scientific-freedom-and-responsibility/about?adobe_mc=MCMID%3D12877943333776006803229415305672823229%7CMCORGID%3D242B6472541199F70A4C98A6%2540AdobeOrg%7CTS%3D1656603937

Top URLs in Tweet in G4:
[1] https://twitter.com/orlyfarber/status/1101583591329259520?s=21
[1] https://www.stuff.co.nz/national/education/300033629/aut-toxic-culture-claims-harassment-ignored-at-university-for-decades
[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.youtube.com/watch?v=xVoRbsKAawU&feature=youtu.be

[1] https://www.asbmb.org/asbmb-today/policy/062222/letter-nih-harassment
[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.nature.com/articles/d41586-022-01527-z?utm_source=Nature+Briefing&utm_campaign=c46a6c1955-briefing-dy-202200608&utm_medium=email&utm_term=0_c9dfd39373-c46a6c1955-43244485
[1] https://twitter.com/EnemyInAState/status/1539958066556411907
[1] https://www.nbcnews.com/health/health-news/moderna-bivalent-covid-vaccine-appears-work-omicron-subvariants-ba4-ba-rcna34712

Top URLs in Tweet in G5:
[6] https://www.aaas.org/membership/member-spotlight/welcome-front-lines-environmental-justice-robert-bullard
[2] https://twitter.com/AnnetteBoaz/status/1542591845296906240
[1] https://twitter.com/MetcalfURI/status/1539307890153885696
[1] https://twitter.com/MeetAScientist/status/1514968571205623811
[1] https://www.aaas.org/awards/mentor/about
[1] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=0097f8b0-d7fc-4ca4-a65d-8e1424c01e16&ccId=19000101_000001&jobId=444136
[1] https://www.aaas.org/news/make-2022-your-year-how-prepare-stpf-fellowship
[1] https://www.youtube.com/watch?v=nKgICuf07fU

[1] https://www.aaas.org/2022-chat-series
[1] https://www.science.org/content/article/news-glance-apology-conversion-therapies-long-covid-narrowing-racial-gap-nih-grants?cookieSet=1

Top URLs in Tweet in G7:
[1] https://twitter.com/nookker_ss/status/1499430781482987521/video/1
[1] https://open.spotify.com/track/2mgzUVvDpb1zMSB4glLQ6T?si=AWchaiMDR5G1iKXSCWBJmA

Top URLs in Tweet in G8:
[1] https://twitter.com/abdullahrushdy/status/1540796367337136128
[1] https://www.spa.gov.sa/2364931
[1] https://bit.ly/3a1SL91

Top URLs in Tweet in G10:
[1] https://twitter.com/suiwazear/status/1540081535050817542
[1] https://hosbeg.com/5-uses-carbon-dioxide/
[1] https://www.rockymountainair.com/blog/why-is-carbon-dioxide-so-important-and-what-are-its-uses/
[1] https://msn.com/en-us/news/technology/work-begins-on-mammoth-plant-that-will-pull-carbon-dioxide-out-of-the-air/ar-AAYZIMc?ocid=msedgdhp&pc=U531&cvid=783cba8f7ffc43da816ff73b781c6af0
[1] https://phys.org/news/2018-03-co2-usable-energy.html
[1] https://www.energy.gov/articles/new-leaf-scientists-turn-carbon-dioxide-back-fuel

Top Domains
Top Domains in Tweet in Entire Graph:
[340] science.org
[309] co.jp
[181] twitter.com
[136] aaas.org
[25] fcld.ly
[17] youtube.com
[17] abema.tv
[16] eurekalert.org
[12] livedoor.com
[12] peing.net

Top Domains in Tweet in G1:
[42] twitter.com
[20] co.jp
[12] livedoor.com
[10] fashion-press.net
[6] zabuu.site
[5] kyounoryouri.jp
[5] shindanmaker.com
[5] weathernews.jp
[4] dora-world.com
[4] go.jp

Top Domains in Tweet in G2:
[130] science.org
[39] twitter.com
[12] co.jp
[8] aaas.org
[7] peing.net
[5] ign.com
[5] youtube.com
[4] dy.si
[3] cmnow.jp
[3] eurekalert.org

Top Domains in Tweet in G3:
[92] aaas.org
[27] science.org
[25] fcld.ly
[25] twitter.com
[8] adp.com
[8] force.com
[7] umich.edu
[6] sciencediplomacy.org
[5] secure-platform.com
[5] insidesources.com

Top Domains in Tweet in G4:
[3] nature.com
[2] twitter.com
[1] co.nz
[1] youtube.com
[1] asbmb.org
[1] nbcnews.com

Top Domains in Tweet in G5:
[15] twitter.com
[12] aaas.org
[5] science.org
[3] youtube.com
[2] sciencepolicyjournal.org
[2] instagram.com
[1] adp.com
[1] physicsworld.com
[1] uab.edu
[1] apple.com

Top Domains in Tweet in G7:
[1] twitter.com
[1] spotify.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] gov.sa
[1] bit.ly

Top Domains in Tweet in G10:
[1] twitter.com
[1] hosbeg.com
[1] rockymountainair.com
[1] msn.com
[1] phys.org
[1] energy.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[80] aaas
[78] rt
[36] cmnownews
[36] stu48
[36] 石田千穂
[36] cmnow
[36] cmnowweb
[32] runtomefinaleconcert
[27] munawarfaruqui
[24] sciencemagarchives



Top Hashtags in Tweet in G1:
[14] 駅メモファンアート
[11] 駅メモ
[11] 折り紙作品
[10] 漫画が読めるハッシュタグ
[8] 猫
[5] 駅メモ8周年
[4] zabuu
[4] 質問がじゃんじゃん届く
[4] kfc
[4] ウマ娘

Top Hashtags in Tweet in G2:
[11] rakuafl
[7] 質問箱
[7] 匿名質問募集中
[6] aaas
[3] 科学の方法
[2] dailydeals
[2] commerce
[2] ai
[2] so_ros
[2] stem教育

Top Hashtags in Tweet in G3:
[78] rt
[24] sciencemagarchives
[21] sciencediplomacy
[16] tech
[10] implantable
[10] nerve
[10] pain
[10] neurotech
[10] neuroscience
[10] techforgood

Top Hashtags in Tweet in G4:
[2] scipol
[1] stemtoo
[1] hei
[1] perceptiongap
[1] principalinvestigators
[1] pis
[1] rri
[1] researchfunding
[1] researchers
[1] phdchat

Top Hashtags in Tweet in G5:
[17] scicomm
[11] scipol
[11] droughtandflood
[8] sciengage
[4] science
[4] aaas
[3] womenengineeringday
[3] phd
[3] brooklyn
[3] lablife

Top Hashtags in Tweet in G6:
[1] هند

Top Hashtags in Tweet in G7:
[6] winter
[6] 윈터
[4] aespa
[3] 에스파
[3] soshitamtam
[2] เรือเซลีนถอนสมอ
[2] น้องหนาว
[2] คาริน่า
[2] วินเทอร์
[1] æspa

Top Hashtags in Tweet in G8:
[2] أمانة_الباحة
[2] المملكة
[2] نشرة_التاسعة
[2] الإخبارية
[2] العلا
[2] النمر_العربي
[2] اقتصاد
[2] المدينة_المنورة
[1] عقارات_الرياض
[1] المغرب

Top Hashtags in Tweet in G9:
[1] bermie
[1] talksoon
[1] thx

Top Hashtags in Tweet in G10:
[2] recycled
[2] optimistic
[2] purpose
[2] future

Top Words
Top Words in Tweet in Entire Graph:
[2217] aaas
[602] 15
[575] science
[295] fi
[292] wi
[291] ryzen5
[291] ssd
[291] pcie規格
[291] 指紋認証
[291] webカメラ

Top Words in Tweet in G1:
[71] taki_aaas
[58] spacemanvipex
[18] you__know__what
[16] 悲報
[16] ワイ
[15] suzu_ekm
[14] #駅メモファンアート
[14] 1256023kisei
[11] co
[11] #駅メモ

Top Words in Tweet in G2:
[443] aaas
[157] science
[68] mr
[68] asmo
[31] ضاحي
[26] bolo
[25] 15
[19] covid
[16] more
[15] multiple

Top Words in Tweet in G3:
[456] aaas
[134] science
[80] more
[78] #rt
[54] community
[47] nominations
[47] award
[44] research
[39] join
[35] today

Top Words in Tweet in G4:
[11] academicparity
[11] morimahmoudi
[10] proftimnoakes
[9] aaas
[9] braincures
[6] nihdirector
[6] do_kinder
[6] royalsociety
[6] resfortnight
[6] dsweeneyuk

Top Words in Tweet in G5:
[53] aaas_stpf
[36] aaas
[17] #scicomm
[15] many
[13] rob_o_malley
[13] share
[12] program
[12] associate
[12] virtual
[12] 10

Top Words in Tweet in G6:
[178] aaas__36
[29] lyorx
[26] الله
[26] kangharty
[26] beeradel2
[26] y_a_so_
[26] amaina_5
[26] _hdn1
[25] من
[25] dnu_5

Top Words in Tweet in G7:
[85] น
[36] พ
[33] ย
[28] ก
[24] ม
[22] แล
[22] นน
[20] aaas
[20] ท
[20] ค

Top Words in Tweet in G8:
[49] في
[41] من
[34] على
[15] ا
[13] aaas_ye
[10] ما
[9] أو
[8] مع
[7] حتى
[7] الذي

Top Words in Tweet in G9:
[100] ukengdept
[99] ukymfa
[94] uk_aaas
[93] universityofky
[92] crystalwilki
[92] curwooda
[53] damarishill
[28] congratulations
[20] thx
[11] professor

Top Words in Tweet in G10:
[5] aaas
[3] elonmusk
[3] sciencenews
[3] nsf
[3] thenaeng
[3] wapoengineering
[2] ppathole
[2] suiwazear
[2] nasa_technology
[2] whostp

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[333] science,aaas
[291] ssd,pcie規格
[291] pcie規格,指紋認証
[291] 指紋認証,webカメラ
[291] webカメラ,wi
[291] wi,fi
[291] フルhd,ips
[290] ryzen5,16gbメモリ
[290] 16gbメモリ,512gb
[290] 512gb,ssd

Top Word Pairs in Tweet in G1:
[6] taki_aaas,you__know__what
[5] you__know__what,spacemanvipex
[5] 70_pocky,創作2コマ漫画
[5] taki_aaas,spacemanvipex
[4] #zabuu,#質問がじゃんじゃん届く
[4] etoriasan,悲報
[4] パワー,なかやまきんに君
[4] #駅メモファンアート,#駅メモ8周年
[4] #駅メモファンアート,#駅メモ
[4] you__know__what,eki16g_syrup

Top Word Pairs in Tweet in G2:
[143] science,aaas
[68] mr,asmo
[30] ضاحي,ضاحي
[24] bolo,bolo
[15] covid,19
[13] 28,discounted
[13] discounted,console
[13] console,bonanza
[13] bonanza,plus
[13] plus,ton

Top Word Pairs in Tweet in G3:
[78] #rt,aaas
[23] abelson,prize
[23] june,30
[23] full,statement
[22] statement,available
[21] uofcalifornia,institutions
[21] aaas,full
[20] exciting,opportunity
[20] associate,join
[20] aaas,member

Top Word Pairs in Tweet in G4:
[8] academicparity,morimahmoudi
[6] resfortnight,dsweeneyuk
[6] dsweeneyuk,stevenhill
[6] stevenhill,melaniewelham
[6] melaniewelham,ianwcampbell
[6] ianwcampbell,firthcat
[5] laurahrussell,geoedresearch
[5] geoedresearch,zippitee
[5] zippitee,nihdirector
[5] nihdirector,academicparity

Top Word Pairs in Tweet in G5:
[12] program,associate
[10] job,posting
[10] posting,aaas
[10] aaas,senior
[10] senior,program
[10] associate,inclusive
[10] inclusive,stem
[10] stem,ecosystems
[10] ecosystems,equity
[10] equity,diversity

Top Word Pairs in Tweet in G6:
[26] kangharty,beeradel2
[26] beeradel2,y_a_so_
[26] y_a_so_,amaina_5
[26] amaina_5,_hdn1
[25] dnu_5,ijfwzia
[25] sarm_sj,id_moly3
[25] id_moly3,0iirj
[24] _hdn1,njd__j
[24] njd__j,dnu_5
[24] _i20i2,sarm_sj

Top Word Pairs in Tweet in G7:
[12] พ,น
[6] aaa_travel,aaas
[6] #winter,#윈터
[6] ค,ดถ
[6] ซ,นน
[5] aaaaagghhhh,aaa_travel
[5] น,น
[4] aespa,에스파
[4] พ,ใหญ
[4] น,องเล

Top Word Pairs in Tweet in G8:
[4] saudi,arabia
[4] في,طريقة
[3] سرعة,عالية
[3] 95,ريال
[3] تطوير,وتأهيل
[3] aaas_ye,20302030d
[2] نحن,كما
[2] كما,يقول
[2] يقول,بعض
[2] بعض,الإقتصاديون

Top Word Pairs in Tweet in G9:
[99] ukengdept,ukymfa
[92] ukymfa,uk_aaas
[92] uk_aaas,universityofky
[92] universityofky,crystalwilki
[92] crystalwilki,curwooda
[46] damarishill,ukengdept
[25] curwooda,congratulations
[19] curwooda,thx
[9] curwooda,congrats
[8] circa,22

Top Word Pairs in Tweet in G10:
[3] sciencenews,nsf
[2] ppathole,elonmusk
[2] nasa_technology,whostp
[2] whostp,ctatech
[2] ctatech,itifdc
[2] itifdc,opentechfund
[2] opentechfund,csetgeorgetown
[2] csetgeorgetown,sciencecenters
[2] sciencecenters,ceccgov
[2] ceccgov,chinapowercsis

Top Replied-To
Top Replied-To in Entire Graph:
@aaas__36
@taki_aaas
@damarishill
@spacemanvipex
@dwmxr179
@aaas_kshs
@aaas_1206
@aaas_game
@aaas
@nagai_yue

Top Replied-To in G1:
@taki_aaas
@spacemanvipex
@ebiekmm
@you__know__what
@suzu_ekm
@1256023kisei
@arrow485
@karakusa8250
@kurounagi
@s_amphi

Top Replied-To in G2:

Top Replied-To in G3:
@aaas
@itssarayu
@katderieg
@cissyballen
@eleanornorton
@matthourihan
@paleophile
@samirachugh
@joncoopertweets
@braincures

Top Replied-To in G4:
@laurahrussell
@do_kinder
@sflennon
@braincures

Top Replied-To in G5:
@destinyjdavis
@lmilbeth
@dava_keavney
@stephmdavisphd
@katsongpr
@sustainableuml
@mellamosummer
@micaphd_bekind
@aaas_stpf
@scicomnl

Top Replied-To in G6:
@aaas__36
@hind2_1q
@klaa_232
@lyorx
@aljzar_1
@ycfjdkugvzs1h4f
@ward123789
@dwmxr179
@jo_____7
@alhooy511

Top Replied-To in G7:
@diapromos
@stormzeth
@itsampera
@dinoversec
@yetipromos
@avryker
@doglinwtf
@voxybtw
@yarukinft
@metamarketnfts

Top Replied-To in G8:
@aaas_ye
@guhaidan
@khalifa3022
@drmalabdullatif
@archeoanthropo
@prokyzz
@turki57867178
@kas1435a66
@alaskarabdullh
@7arisi516

Top Replied-To in G9:
@damarishill
@blacknotes15
@katiekohls
@marthasjones_
@blkgirlfutures
@shipman_agency
@profclaiborne
@quitoswan
@kfinberg
@ibjiyongi

Top Replied-To in G10:
@ppathole
@athiesm
@nasa_technology
@acresofhistory

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@ukengdept
@ukymfa
@uk_aaas
@universityofky
@crystalwilki
@curwooda
@aaas_stpf
@rwpusa
@aaas__36

Top Mentioned in G1:
@spacemanvipex
@taki_aaas
@you__know__what
@1256023kisei
@suzu_ekm
@takigare3
@ton_beri
@ekimemo
@eki16g_syrup
@livedoornews

Top Mentioned in G2:
@estream_studios
@sminaev2015
@jay1stnewyorker
@aristot37922891
@vaneyck1434
@nobodybutme17

Top Mentioned in G3:
@aaas
@aaas_gr
@aaaskavli
@uofcalifornia
@sudipsparikh
@scidip
@aaas_seachange
@aaasmember
@osome_iu
@correadan

Top Mentioned in G4:
@academicparity
@morimahmoudi
@proftimnoakes
@aaas
@braincures
@nihdirector
@royalsociety
@resfortnight
@dsweeneyuk
@stevenhill

Top Mentioned in G5:
@aaas_stpf
@aaas
@rob_o_malley
@usbotanicgarden
@aaas_scicomm
@scipoljournal
@malutansey
@uutah
@drbobbullard
@destinyjdavis

Top Mentioned in G6:
@kangharty
@beeradel2
@y_a_so_
@amaina_5
@_hdn1
@aaas__36
@dnu_5
@ijfwzia
@sarm_sj
@id_moly3

Top Mentioned in G7:
@aaas
@nookker_ss
@patamaii
@aaaaagghhhh
@aaa_travel
@noftaeng_
@aaa
@fyuromi
@betaeyeon__
@aespa_official

Top Mentioned in G8:
@20302030d
@aaas_ye
@occultb0t
@waleed_zm
@archeohistories
@sparegions
@arab14361
@serajtoon
@khalifa3022
@guhaidan

Top Mentioned in G9:
@ukengdept
@ukymfa
@uk_aaas
@universityofky
@crystalwilki
@curwooda
@damarishill
@uk
@commonwealthuky
@ukmediadepot

Top Mentioned in G10:
@elonmusk
@sciencenews
@nsf
@aaas
@thenaeng
@wapoengineering
@suiwazear
@whostp
@ctatech
@itifdc

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@kfc_jp
@mos_burger
@jona_official_
@ichibankuji
@biccamerae
@cryptotraderpro
@abema
@genshin_7
@berkleybearnews

Top Tweeters in G1:
@kfc_jp
@mos_burger
@jona_official_
@biccamerae
@syatekiya072
@saran_nousagi
@twinforest
@pgera_rx
@haltaq
@ragemax

Top Tweeters in G2:
@berkleybearnews
@medicinehelp
@globalissuesweb
@ken_crichlow
@f_k_t_
@mrkalman
@tatzanx
@estream_studios
@rpstranslations
@c255666a459a495

Top Tweeters in G3:
@inpoco
@abcnews
@joncoopertweets
@mazuisake
@rldi_lamy
@sequoia2001
@drferdowsi
@komiska
@foxmental_x
@deepgreendesign

Top Tweeters in G4:
@ligayaloyola
@guardian
@googleexpertuk
@anas_erindra
@nicochan33
@mailonline
@drumeshprabhu
@nzstuff
@msdarcyfarrow
@annlarimer

Top Tweeters in G5:
@whysharksmatter
@b0tsci
@susansternberg
@allenac009
@normornstein
@drbobbullard
@scicommbot
@mammals_suck
@statedept
@jayaisales

Top Tweeters in G6:
@mhm13931393
@gokj90
@07e__
@a1_sdk
@5151v
@k80u1
@abo_salmaan7
@k6620l
@hbk_hbk123
@lyorx

Top Tweeters in G7:
@noftaeng_
@patamaii
@nookker_ss
@smuayeonjiimin
@katti_meetha
@fyuromi
@sacool_wt
@superbstff
@yayee2548
@babiwbae329

Top Tweeters in G8:
@emoroor
@alekhbariyatv
@alaskarabdullh
@jwoj4545
@drmalabdullatif
@occultb0t
@spambot3049
@historyno1
@albabtaink
@sparegions

Top Tweeters in G9:
@4evrstardancer
@blkgrlpoet
@ibjiyongi
@love_reign
@keishablain
@marthasjones_
@kishonnagray
@langstonreview
@khadijahonline
@bitracial

Top Tweeters in G10:
@bcci
@tradingview
@seantheproducr
@catholicnewssvc
@techinsider
@christianpost
@sciencenews
@ctmagazine
@nei
@nyse


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