aaas, Twitter, 3/17/2022 6:36:47 AM, 273077


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aaas_2022-03-16_23-07-48.xlsx
aaas_2022-03-16_23-07-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 17, 2022
Short Description:
aaas via NodeXL https://bit.ly/3CMfFeo
@aaas
@braincures
@do_kinder
@taki_aaas
@tommy_cleary
@aaas_stpf
@aaastudies
@jadearchaeobot
@amulyamandava
@gary_lyman

Top hashtags:
#ifthenshecanexhibit
#stem
#womeninstem
#aaas
#nucarnival
#ifthenshecan
#rt
#science

Description:
Description
The graph represents a network of 6,079 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, 17 March 2022 at 06:15 UTC.

The requested start date was Thursday, 17 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, 58-minute period from Thursday, 03 March 2022 at 00:01 UTC to Thursday, 17 March 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 : 6079
Unique Edges : 7356
Edges With Duplicates : 17761
Total Edges : 25117
Number of Edge Types : 5
Replies to : 1875
Mentions : 10662
Retweet : 3382
MentionsInRetweet : 6761
Tweet : 2437
Self-Loops : 2496
Reciprocated Vertex Pair Ratio : 0.0912770694191459
Reciprocated Edge Ratio : 0.167284866468843
Connected Components : 983
Single-Vertex Connected Components : 435
Maximum Vertices in a Connected Component : 2807
Maximum Edges in a Connected Component : 17911
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.798873
Graph Density : 0.000291868374941086
Modularity : 0.379109
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,079 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, 17 March 2022 at 06:15 UTC.

The requested start date was Thursday, 17 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, 58-minute period from Thursday, 03 March 2022 at 00:01 UTC to Thursday, 17 March 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:
[55] https://www.science.org/content/article/fda-pushes-cancer-trials-include-more-elderly-people?cookieSet=1
[22] https://www.science.org/content/article/you-can-t-get-back-specimens-ukrainian-scientists-rush-save-irreplaceable-collections?cookieSet=1
[14] 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
[13] https://medium.com/usaid-2030/from-scientist-to-international-development-practitioner-26cbb62a3323
[13] http://www.lawson.co.jp/service/loppi/coupon/
[11] https://www.aaas.org/events/science-diplomacy-and-emerging-technologies
[11] https://www.science.org/content/article/arthritis-drug-reduces-mortality-severe-covid-19-huge-clinical-trial-finds?cookieSet=1
[10] https://www.thecrimson.com/article/2022/3/9/aaas-grad-student-letter/
[8] https://www.aaas.org/news/science-slowing-rise-global-temperature-linked-declining-stratospheric-water-vapor

Top URLs in Tweet in G1:
[14] https://www.science.org/doi/10.1126/sciadv.abo6347?s=09
[7] https://twitter.com/SecondGentleman/status/1501214048679047171
[6] https://issues.org/building-just-fair-scientific-enterprise-culture-barabino/?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter
[6] https://twitter.com/TODAYshow/status/1499749800337621001
[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
[5] https://yajairasierra.bulletin.com/scientists-stand-with-ukraine/?source=share_cta
[4] https://www.science.org/content/article/tyrannosaurus-rex-should-be-split-three-species-controversial-study-suggests?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter
[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.science.org/content/article/scientists-avoid-workplaces-don-t-value-you?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter

Top URLs in Tweet in G2:
[13] http://www.lawson.co.jp/service/loppi/coupon/
[6] https://zabuu.site/user/detail/919630981203554304
[6] https://www.lawson.co.jp/lab/tsuushin/art/1446525_4659.html
[4] https://shonenjumpplus.com/episode/3269754496790482094
[2] https://www.mottohomete.net/taki_aaas
[2] https://tweetsoku.com/2022/03/03/%e3%82%a6%e3%82%af%e3%83%a9%e3%82%a4%e3%83%8a%e6%94%bf%e5%ba%9c%e3%80%81%e6%8b%be%e3%81%a3%e3%81%9f%e3%83%ad%e3%82%b7%e3%82%a2%e8%bb%8d%e3%81%ae%e6%88%a6%e8%bb%8a%e3%82%84%e8%bb%8a%e4%b8%a1%e3%82%92/
[2] https://automaton-media.com/articles/newsjp/20220304-194226/
[2] https://mainichi.jp/articles/20220305/orc/00m/200/068000c
[2] https://www.family.co.jp/campaign/spot/2203_springfes1_twcp.html
[2] https://www.yomiuri.co.jp/politics/20220303-OYT1T50362/

Top URLs in Tweet in G3:
[1] https://www.aaas.org/sites/default/files/2021-05/AIandCOVID19_2021_FINAL.pdf
[1] https://www.researchgate.net/publication/336180341_Coming_out_the_closet_of_bullying
[1] https://twitter.com/AcademicParity/status/1373119242078449665?s=20&t=3KTrI0idANEFIRPrGn1RRQ
[1] https://www.naspa.org/blog/institutional-betrayal-as-a-motivator-for-campus-sexual-assault-activism
[1] https://www.youtube.com/watch?v=DrsMENpKIOk&feature=youtu.be

[1] https://www.independent.co.uk/voices/comment/pervy-professors-academics-and-their-universities-must-do-better-sexual-harassment-8749754.html
[1] https://safeamna.org/2019/03/11/what-happens-when-you-confront-the-harasser/
[1] https://twitter.com/nature/status/1497854753807773697?s=21
[1] https://www.statnews.com/2022/02/17/inside-the-culture-of-fear-in-eric-landers-white-house-science-office/
[1] https://twitter.com/EricTopol/status/1491126905138925568

Top URLs in Tweet in G4:
[7] https://prtimes.jp/main/html/rd/p/000000104.000038657.html
[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/rare-cases-coronavirus-vaccines-may-cause-long-covid-symptoms?cookieSet=1
[5] https://www.science.org/content/article/few-journals-heed-calls-boycott-russian-papers?cookieSet=1
[4] https://www.science.org/content/article/nonnative-speaker-i-struggled-write-scientific-papers-english-here-s-how-i-learned?cookieSet=1
[4] https://www.science.org/content/article/new-class-killer-t-cells-may-prevent-autoimmune-diseases?cookieSet=1
[4] https://www.thecrimson.com/article/2022/3/9/aaas-grad-student-letter/
[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
[3] https://www.science.org/content/article/africa-battles-out-of-control-polio-outbreaks?cookieSet=1

Top URLs in Tweet in G5:
[13] https://medium.com/usaid-2030/from-scientist-to-international-development-practitioner-26cbb62a3323
[7] https://www.aaas.org/events/science-diplomacy-and-emerging-technologies
[4] https://ncses.nsf.gov/pubs/nsf22322
[4] 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
[4] https://www.aaas.org/news/omnibus-review-saga-ends-broad-smaller-increases
[3] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=0097f8b0-d7fc-4ca4-a65d-8e1424c01e16&ccId=19000101_000001&jobId=433920&lang=en_US&source=CC4
[3] https://aaas.zoom.us/webinar/register/WN_UpqprShYRVecleFC0ttktQ?t=1646883862935
[2] https://www.sciencediplomacy.org/issue/53
[2] https://twas.org/opportunity/aaas-twas-course-science-diplomacy
[2] https://www.aaas.org/news/fy-2022-rd-appropriations-dashboard

Top URLs in Tweet in G6:
[1] https://twitter.com/Nour03603212/status/1502591889127657472

Top URLs in Tweet in G7:
[4] https://www.aaas.org/news/aaas-analysis-confirms-nato-findings-russian-buildup-near-ukraine-border
[1] https://www.thecrimson.com/article/2022/3/9/aaas-grad-student-letter/
[1] https://twitter.com/aaas/status/1501679243448799235
[1] https://www.csis.org/analysis/move-over-jarvis-meet-oscar
[1] https://defensesystems.com/cyber/2022/01/information-warfare-moving-beyond-nation-states/361127/
[1] https://www.aaas.org/sites/default/files/Ukraine_Border_Deployments.pdf?adobe_mc=MCMID%3D57115646632438861701471311938950060014%7CMCORGID%3D242B6472541199F70A4C98A6%2540AdobeOrg%7CTS%3D1646541206
[1] https://www.aaas.org/search?searchTerm=satellite%20imagery%20ukraine&order=tfidf&limit=textFields&pageSize=10&articleTypes=AAAS.org%20Achievement&articleTypes=AAAS.org%20Blog&articleTypes=AAAS.org%20Event&articleTypes=AAAS.org%20News&articleTypes=AAAS.org%20Page&articleTypes=AAAS.org%20Resource&articleTypes=AAAS.org%20Program&articleTypes=Research%20and%20reviews&articleTypes=News&articleTypes=Careers%20and%20career%20resources&articleTypes=Perspectives%20and%20commentary&articleTypes=Book%20and%20media%20reviews&articleTypes=Errata%20and%20corrections&articleTypes=Sciencetific%20community&articleTypes=Podcasts%2C%20webinars%2C%20and%20media&articleTypes=Summaries%20and%20introductions&articleTypes=Other%2Funknown&articleTypes=Author%20information&
[1] https://www.aaas.org/sites/default/files/Sevastopol.pdf?adobe_mc=MCMID%3D57115646632438861701471311938950060014%7CMCORGID%3D242B6472541199F70A4C98A6%2540AdobeOrg%7CTS%3D1646543022
[1] https://www.gmu.edu/news/2022-03/duke-professor-highlights-racism-birth-process
[1] https://alz-journals.onlinelibrary.wiley.com/doi/abs/10.1002/alz.056722

Top URLs in Tweet in G9:
[2] https://www.eventbrite.com/e/association-for-asian-american-studies-aaas-2022-annual-conference-tickets-220224225587
[1] https://www.signupgenius.com/go/10c0c49a9aa2ea3f8c70-dropin
[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://uncpress.org/.../redefining-the-immigrant-south/
[1] https://docs.google.com/forms/d/e/1FAIpQLSclhU1kPTiFJhPdwg3n8-n9FpnQWyv0euhGHucXfGT8jRBd8w/viewform?usp=send_form
[1] https://tinhouse.com/book/the-magical-language-of-others/
[1] https://www.harpercollins.com/products/the-son-of-good-fortune-lysley-tenorio?variant=32216097095714
[1] http://www.sarabandebooks.org/titles-20192039/all-heathens-marianne-chan
[1] https://www.sup.org/books/title/?id=28991

Top URLs in Tweet in G10:
[4] https://www.science.org/doi/10.1126/science.abn1755#.Yipu400eVs4.twitter
[2] https://www.aaas.org/news/citizen-seismologists-haiti-aided-efforts-understand-2021-earthquake
[1] https://aaas.confex.com/aaas/2022/meetingapp.cgi/Session/29095
[1] https://fcld.ly/c1mromm
[1] https://fcld.ly/welgr85
[1] https://www.science.org/doi/10.1126/science.abo5963?utm_campaign=SciMag&utm_source=Social&utm_medium=Twitter
[1] https://www.sartorius.com/en/pr/octet/label-free-binding-analysis-aaas-ebook?utm_source=linkedin&utm_medium=socialorganic&utm_campaign=octet&utm_term=vaccine-development&mrksrc=social&utm_content=ebook
[1] https://blog.ub.uni-bielefeld.de/?p=11819
[1] 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
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00426-7

Top Domains
Top Domains in Tweet in Entire Graph:
[345] science.org
[276] twitter.com
[132] aaas.org
[67] co.jp
[42] youtube.com
[24] nasw.org
[21] adp.com
[17] zoom.us
[16] medium.com
[12] thecrimson.com

Top Domains in Tweet in G1:
[60] twitter.com
[47] science.org
[41] aaas.org
[9] issues.org
[8] venturewell.org
[8] zoom.us
[8] si.edu
[7] adp.com
[6] washingtonpost.com
[6] sciencecareers.org

Top Domains in Tweet in G2:
[42] co.jp
[29] twitter.com
[9] youtube.com
[6] zabuu.site
[4] togetter.com
[4] shonenjumpplus.com
[4] denfaminicogamer.jp
[4] nekonavi.jp
[3] mainichi.jp
[3] aps.org

Top Domains in Tweet in G3:
[11] science.org
[10] twitter.com
[8] co.uk
[5] youtube.com
[4] aaas.org
[4] nature.com
[2] theguardian.com
[2] nytimes.com
[2] fcld.ly
[2] nationalacademies.org

Top Domains in Tweet in G4:
[101] science.org
[65] twitter.com
[22] co.jp
[11] aaas.org
[7] prtimes.jp
[7] peing.net
[5] youtube.com
[4] thecrimson.com
[3] eurekalert.org
[3] asu.edu

Top Domains in Tweet in G5:
[35] twitter.com
[24] aaas.org
[14] medium.com
[7] adp.com
[4] nsf.gov
[4] science.org
[3] sciencepolicyjournal.org
[3] youtube.com
[3] zoom.us
[2] sciencediplomacy.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[8] aaas.org
[5] twitter.com
[2] gmu.edu
[1] thecrimson.com
[1] csis.org
[1] defensesystems.com
[1] wiley.com
[1] translate.goog

Top Domains in Tweet in G9:
[2] eventbrite.com
[2] google.com
[2] sup.org
[1] signupgenius.com
[1] uw.edu
[1] uncpress.org
[1] tinhouse.com
[1] harpercollins.com
[1] sarabandebooks.org
[1] iupress.org

Top Domains in Tweet in G10:
[11] science.org
[2] fcld.ly
[2] aaas.org
[2] adp.com
[2] eurekalert.org
[1] confex.com
[1] sartorius.com
[1] uni-bielefeld.de
[1] nature.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[287] ifthenshecanexhibit
[150] stem
[80] womeninstem
[73] aaas
[72] nucarnival
[64] ifthenshecan
[64] rt
[64] science
[63] internationalwomensday
[61] womensfuturesmonth



Top Hashtags in Tweet in G1:
[283] ifthenshecanexhibit
[124] stem
[72] womeninstem
[64] rt
[61] womensfuturesmonth
[60] ifthenshecan
[44] internationalwomensday
[40] womenshistorymonth
[25] diversityinstem
[24] latinasenstem

Top Hashtags in Tweet in G2:
[32] 猫
[24] 駅メモファンアート
[21] ローソン
[18] 無言ヤンデレ
[12] 眫
[12] cat
[6] 小さいころ勘違いしてãÿこと選手権
[6] 育児漫画
[5] 宇宙小戦争2021
[5] ローソンのエルチキ食べたい

Top Hashtags in Tweet in G3:
[15] aaas
[6] womeninstem
[5] scicomm
[5] stemtoo
[5] scipol
[5] science
[5] covid
[4] covid19
[4] rri
[4] womeninscience

Top Hashtags in Tweet in G4:
[14] rakuafl
[7] 質問箱
[7] 匿名質問募集中
[3] womenshistorymonth
[3] web担当者forum
[3] tekdaily
[3] science
[2] aaas
[2] music
[2] impress

Top Hashtags in Tweet in G5:
[37] scipol
[29] sciencediplomacy
[13] science
[11] twasopportunities
[11] twas
[10] emergingtech
[10] globaldev
[7] stem
[6] diplomacy
[6] raawards

Top Hashtags in Tweet in G6:
[6] محمد
[2] عاشقه
[1] اليوم_العالمي_للمراه
[1] مساء_السعاده
[1] اخوي
[1] محمد_الخطيب
[1] ربي
[1] يسعدك
[1] ميلووو
[1] الضابط_للاضافات

Top Hashtags in Tweet in G7:
[17] aaas
[14] scicomm
[9] sciengage
[9] brooklyn
[9] lablife
[9] project365
[9] 365today
[8] phd
[8] chemistry
[8] stem

Top Hashtags in Tweet in G10:
[8] neelimashah
[7] participatory
[7] mapping
[7] disaster
[7] prevention
[5] unihalle
[2] scicomm
[2] scienceeditorial
[2] themissingphysicists
[1] aaasmtg

Top Words
Top Words in Tweet in Entire Graph:
[3321] aaas
[710] ifthenshecan
[705] science
[659] ãƒ
[344] aaas__36
[333] æ
[303] ø
[292] smithsonian
[287] #ifthenshecanexhibit
[278] ambassadors

Top Words in Tweet in G1:
[1179] aaas
[705] ifthenshecan
[283] #ifthenshecanexhibit
[281] smithsonian
[274] ambassadors
[239] meetascientist
[210] smithsonianaib
[162] statues
[152] join
[138] women

Top Words in Tweet in G2:
[558] ãƒ
[296] æ
[203] ϋ
[201] ç
[175] šã
[165] ÿã
[135] ªã
[107] taki_aaas
[84] ˆã
[52] žã

Top Words in Tweet in G3:
[81] aaas
[62] braincures
[51] science
[39] academicparity
[37] do_kinder
[36] proftimnoakes
[32] jeremyfarrar
[32] ukri_ceo
[28] nih
[28] morimahmoudi

Top Words in Tweet in G4:
[478] aaas
[138] science
[36] 15
[19] ãƒ
[19] more
[17] eu
[17] startup
[16] aabh
[16] fi
[15] ryzen5

Top Words in Tweet in G5:
[108] aaas
[83] aaas_stpf
[81] usaid
[69] matthourihan
[58] meet
[56] science
[53] aaas_gr
[48] uses
[43] diplomacy
[41] work

Top Words in Tweet in G6:
[344] aaas__36
[114] 13gahd33
[112] mq___10
[106] db_20d
[99] ø
[98] falsal56
[93] mya_1400
[92] mjod9nazem
[78] ù
[64] loloy2050

Top Words in Tweet in G7:
[99] aaas
[76] nato
[75] harvard
[74] pmoindia
[74] kamalaharris
[74] icj_org
[74] ustreasury
[74] donaldtrump
[74] defenceu
[74] mod_russia

Top Words in Tweet in G8:
[199] سيفي
[125] mh7
[84] m1
[76] ø
[36] ù
[20] نون
[20] ا
[19] متجر
[17] as70
[16] ùšù

Top Words in Tweet in G9:
[118] aaas
[106] 2022
[95] book
[95] award
[92] aaastudies
[57] congrats
[55] history
[50] studies
[41] category
[39] winner

Top Words in Tweet in G10:
[43] aaas
[35] sciencemagazine
[13] ednacukierman
[12] science
[12] eurekalert
[9] know
[9] amazing
[8] cool
[8] used
[8] thank

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[392] ãƒ,ãƒ
[348] science,aaas
[336] aaas,ifthenshecan
[238] ifthenshecan,aaas
[201] ifthenshecan,ambassadors
[125] سيفي,mh7
[119] ø,ø
[114] secgranholm,nnsahruby
[107] ø,ù
[92] ù,ø

Top Word Pairs in Tweet in G1:
[334] aaas,ifthenshecan
[238] ifthenshecan,aaas
[199] ifthenshecan,ambassadors
[114] secgranholm,nnsahruby
[75] role,models
[72] nnsahruby,brendamallory46
[65] brendamallory46,smithsonianaib
[64] #stem,role
[64] #rt,aaas
[62] statues,women

Top Word Pairs in Tweet in G2:
[329] ãƒ,ãƒ
[46] æ,ç
[37] æ,æ
[29] ç,æ
[28] šã,šã
[25] æ,œã
[25] šã,œã
[24] ϋ,ϋ
[24] žï,žï
[22] œã,æ

Top Word Pairs in Tweet in G3:
[22] jeremyfarrar,wellcometrust
[22] ukri_ceo,ukri_news
[19] resfortnight,dsweeneyuk
[19] melaniewelham,ianwcampbell
[18] wellcometrust,ukri_ceo
[18] ukri_news,michelle_cruk
[18] michelle_cruk,cr_uk
[18] cr_uk,universitiesuk
[15] science,#aaas
[14] universitiesuk,nidhisubs

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

Top Word Pairs in Tweet in G5:
[38] science,diplomacy
[33] usaid,meet
[24] emerging,technologies
[23] usaidgh,aaas_stpf
[22] usaid,usaidgh
[20] alesszimm,aaas
[19] aaas_gr,alesszimm
[18] diplomacy,emerging
[18] uses,training
[18] support,usaid

Top Word Pairs in Tweet in G6:
[80] mya_1400,aaas__36
[62] loloy2050,ed_i00
[61] fll55555555,hayyon20
[60] mq___10,loloy2050
[60] hayyon20,13gahd33
[60] 13gahd33,e60i__
[60] e60i__,ksa_hfc
[59] o5bzolnnjpn8ned,mq___10
[57] aaas__36,fll55555555
[56] ed_i00,aaas__36

Top Word Pairs in Tweet in G7:
[74] pmoindia,kamalaharris
[74] kamalaharris,icj_org
[74] icj_org,ustreasury
[74] donaldtrump,defenceu
[74] defenceu,mod_russia
[74] mod_russia,kremlinrussia_e
[74] justintrudeau,borisjohnson
[74] borisjohnson,germanydiplo
[74] germanydiplo,pm_nepal
[74] pm_nepal,mfa_ukraine

Top Word Pairs in Tweet in G8:
[125] سيفي,mh7
[74] سيفي,m1
[24] ø,ù
[24] ø,ø
[22] ù,ø
[17] mh7,متجر
[16] ديلي,ميلز
[13] متجر,الكترون
[13] الكترون,mh13
[13] اسناس,as70

Top Word Pairs in Tweet in G9:
[61] aaas,2022
[61] 2022,book
[61] book,award
[56] congrats,aaas
[47] aaastudies,congrats
[39] award,winner
[33] honored,aaastudies
[33] aaastudies,selected
[33] selected,book
[33] book,2022

Top Word Pairs in Tweet in G10:
[15] aaas,sciencemagazine
[13] sciencemagazine,aaas
[8] cool,know
[8] know,used
[8] used,thank
[8] thank,aaas
[8] sciencemagazine,late
[8] late,amazing
[8] amazing,#neelimashah
[7] ednacukierman,cool

Top Replied-To
Top Replied-To in Entire Graph:
@aaas__36
@taki_aaas
@db_20d
@pmoindia
@drwendyrocks
@aaas
@docdeeodphd
@usaid
@klaa_232
@suzu_ekm

Top Replied-To in G1:
@drwendyrocks
@docdeeodphd
@aaas
@brendamallory46
@meetascientist
@mercedesktaylor
@alliekmiller
@liminalphase
@weizhangatmos
@drhydrogeofizz

Top Replied-To in G2:
@taki_aaas
@ebiekmm
@suzu_ekm
@tomenasanna
@eki16g_syrup
@tanueki
@aaas_mskt
@e303_k912
@kashito05
@karakusa8250

Top Replied-To in G3:
@do_kinder
@braincures
@aaas
@morimahmoudi
@ajackiehunter
@ericlander46
@whitehouse
@academicparity
@jeremyfarrar
@rosiestep

Top Replied-To in G4:

Top Replied-To in G5:
@usaid
@matthourihan
@julianjon
@jen_cama
@aaas_stpf
@ryan_ackett
@metabo_dave
@gedesilva
@atmosph_erin
@katebradfordsci

Top Replied-To in G6:
@aaas__36
@db_20d
@klaa_232
@maths176
@abwqht18
@mnswrbnnasr2
@aburaynalhilali
@kh____lll
@alharbi632074
@bdalzyz70946195

Top Replied-To in G7:
@pmoindia
@billybostickson
@defencehq
@nobelprize
@un
@muller_lab
@graham_euan
@komenadvocacy
@nature
@vfsmason

Top Replied-To in G9:
@pmlatienza
@drjenho
@amulyamandava

Top Replied-To in G10:
@ednacukierman
@isgonnabethecel
@aaas
@surprisesparrow
@alexanderrklotz

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@ifthenshecan
@smithsonian
@meetascientist
@smithsonianaib
@aaas__36
@secgranholm
@nnsahruby
@13gahd33
@energy

Top Mentioned in G1:
@aaas
@ifthenshecan
@smithsonian
@meetascientist
@smithsonianaib
@secgranholm
@nnsahruby
@brendamallory46
@energy
@aaas_seachange

Top Mentioned in G2:
@70_pocky
@taki_aaas
@b09a2032c
@tosazun
@1256023kisei
@un_nerv
@yabatono
@akiko_lawson
@koukousei
@truth1293

Top Mentioned in G3:
@aaas
@braincures
@academicparity
@proftimnoakes
@ukri_ceo
@jeremyfarrar
@do_kinder
@nih
@nihdirector
@morimahmoudi

Top Mentioned in G4:
@amyakahellcat
@jerrybuchko
@tanookicatoon
@wsav

Top Mentioned in G5:
@aaas
@aaas_stpf
@matthourihan
@aaas_gr
@alesszimm
@usaid
@scidip
@usaidgh
@twasnews
@scienceinsider

Top Mentioned in G6:
@aaas__36
@13gahd33
@mq___10
@falsal56
@mjod9nazem
@mya_1400
@loloy2050
@fll55555555
@ksa_hfc
@ed_i00

Top Mentioned in G7:
@aaas
@mit
@harvard
@nato
@kamalaharris
@icj_org
@ustreasury
@donaldtrump
@defenceu
@mod_russia

Top Mentioned in G8:
@wardh12571
@aeyfxk
@dhmi_33
@vipksa14341
@love_homeland0
@laean542
@moooonio1
@funnypost585
@alieruali
@elhamizymeri

Top Mentioned in G9:
@aaastudies
@quraishiphd
@outrageous_keva
@amulyamandava
@mariannelchan
@lysleytenorio
@thisisejkoh
@stanfordpress
@uwapress

Top Mentioned in G10:
@aaas
@sciencemagazine
@eurekalert
@ednacukierman
@vmarchezini
@unihalle
@caulfieldtim
@wibeckwith
@rishirajgoel
@uofpenn

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@famima_reply
@akiko_lawson
@cas_2050001283
@suntory
@famima_now
@711sej
@mos_burger
@robinsnewswire
@kat4obama

Top Tweeters in G1:
@kat4obama
@jfsebastian146
@miss_placed_
@maryalicebisho2
@patricklee6669
@tyberzannxxxx
@suestroud
@manyazuba
@nancyrubin
@drrimmer

Top Tweeters in G2:
@japan_lawson
@famima_reply
@akiko_lawson
@suntory
@famima_now
@711sej
@mos_burger
@keiso_silicon14
@tikutaku
@jfifudhdvhdjzuh

Top Tweeters in G3:
@independent
@ligayaloyola
@googleexpertuk
@bbcnews
@nicochan33
@anas_erindra
@nypost
@mailonline
@terryelaineh1
@mentalhealthbo5

Top Tweeters in G4:
@robinsnewswire
@prtimes_news
@stigmabase
@f_k_t_
@jimmyroybloom
@mrkalman
@notacquiescing
@fan81newsupdate
@pegmeerkatz
@careerage

Top Tweeters in G5:
@azuerbot
@vaw511
@bwjones
@laurenrajczak
@paleophile
@vijaysrao
@sesuter1
@edmundogs
@daliakhojely
@peiferlabunc

Top Tweeters in G6:
@mhm13931393
@aaa336600
@alharby_02
@txxy_2030
@db_20d
@ed_i00
@al_bniosi
@ff22_66hh
@amol37589349
@4m443

Top Tweeters in G7:
@bbcworld
@lissnup
@cnni
@scicommbot
@frentecivico
@gmwatch
@un
@rory_medcalf
@samhusseini
@mfa_ukraine

Top Tweeters in G8:
@khawla6224
@zzizo_sa
@aaa12458
@12_flah
@nakbabba
@nikenmaretasyia
@joselynavila11
@reardanett06
@bareta_dodo
@tommy_wuri

Top Tweeters in G9:
@clancynewyork
@arash_tehran
@alixabeth
@kwissoker
@harpercollins
@babakristian
@theaerogram
@shafrhistorians
@cseasucb
@dukepress

Top Tweeters in G10:
@dianesnavely
@beyerstein
@jimprall
@caulfieldtim
@larryodean
@aihammer
@preventivebot
@gavi
@sciencemagazine
@surprisesparrow


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