aaas, Twitter, 8/6/2020 7:30:16 AM, 232004


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aaas_2020-08-05_23-12-00.xlsx
aaas_2020-08-05_23-12-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2020
Short Description:
aaas via NodeXL https://bit.ly/33zLozM
@aaas
@nedenags
@crypto777cvan68
@nypost
@kennygibbsphd
@joyonnagamble
@aaas_stpf
@politicalfarm
@redridinghoodsk
@dr_past

Top hashtags:
#blackinneuroweek
#blackneurorollcall
#nihmosaic
#factcheck
#covid19
#aaas
#rt
#crows

Description:
Description
The graph represents a network of 6,404 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, 06 August 2020 at 06:23 UTC.

The requested start date was Thursday, 06 August 2020 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 11-day, 7-hour, 7-minute period from Saturday, 25 July 2020 at 16:50 UTC to Wednesday, 05 August 2020 at 23:57 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 : 6404
Unique Edges : 5365
Edges With Duplicates : 11333
Total Edges : 16698
Number of Edge Types : 5
Tweet : 2705
Replies to : 2474
Mentions : 3720
Retweet : 3207
MentionsInRetweet : 4592
Self-Loops : 2740
Reciprocated Vertex Pair Ratio : 0.0515963511972634
Reciprocated Edge Ratio : 0.0981295744104093
Connected Components : 1209
Single-Vertex Connected Components : 568
Maximum Vertices in a Connected Component : 2620
Maximum Edges in a Connected Component : 7293
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.593168
Graph Density : 0.000179930101862191
Modularity : 0.441306
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,404 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, 06 August 2020 at 06:23 UTC.

The requested start date was Thursday, 06 August 2020 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 11-day, 7-hour, 7-minute period from Saturday, 25 July 2020 at 16:50 UTC to Wednesday, 05 August 2020 at 23:57 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:
[60] https://www.sciencemag.org/news/2020/07/brain-fog-heart-damage-covid-19-s-lingering-problems-alarm-scientists
[34] https://www.sciencemag.org/news/2020/08/doctors-diagnose-advanced-cancer-dinosaur
[28] https://www.sciencemag.org/news/2020/07/trump-owes-us-apology-chinese-scientist-center-covid-19-origin-theories-speaks-out
[25] https://www.theverge.com/21337391/aaas-science-society-journal-systemic-racism-data
[19] https://sjawards.aaas.org/enter
[18] https://www.aaas.org/news/community-efforts-curbed-typhus-epidemic-warsaw-ghetto
[17] https://www.sciencemag.org/careers/2020/07/intrusive-personal-questions-don-t-belong-job-interviews
[17] https://www.sciencemag.org/news/2020/07/mysterious-case-man-who-can-read-letters-not-numbers-exposes-complex-roots
[14] https://ncse.ngo/scientists-science-education
[12] https://www.sciencemag.org/news/2020/07/school-openings-across-globe-suggest-ways-keep-coronavirus-bay-despite-outbreaks

Top URLs in Tweet in G1:
[18] https://sjawards.aaas.org/enter
[11] https://members.aaas.org/communities/community-home/digestviewer/viewthread?MessageKey=f16538f2-0644-4afb-a1da-ff5acf9cb834&CommunityKey=10ff25ae-d839-4cff-a1d6-c520e512f24d&tab=digestviewer#bmf16538f2-0644-4afb-a1da-ff5acf9cb834
[7] https://fellowshipapp.aaas.org/app/main?utm_campaign=stpf-2020-apppromo&utm_medium=social&utm_source=twitter&utm_content=plainlink
[7] https://members.aaas.org/communities/community-home/digestviewer/viewthread?MessageKey=3a0eb6d2-4bbd-4b20-8145-df2d655d2915&CommunityKey=83fd34bc-bdce-4995-9a10-35bef46166e4&tab=digestviewer#bm3a0eb6d2-4bbd-4b20-8145-df2d655d2915
[6] https://www.theverge.com/21337391/aaas-science-society-journal-systemic-racism-data
[5] https://www.insidehighered.com/views/2020/07/22/colleges-should-encourage-stem-faculty-and-students-participate-public-policy
[5] https://www.aaas.org/news/aaas-and-scientific-community-push-back-against-restrictive-immigration-policies
[4] https://twitter.com/AAAS_STPF/status/1290997968833847296
[3] https://www.sciencemag.org/news/2020/07/young-female-athletes-losing-weight-may-not-improve-performance
[3] https://www.scienceforseminaries.org/science-the-wide-angle/

Top URLs in Tweet in G2:
[39] https://www.sciencemag.org/news/2020/07/brain-fog-heart-damage-covid-19-s-lingering-problems-alarm-scientists
[21] https://www.sciencemag.org/news/2020/07/trump-owes-us-apology-chinese-scientist-center-covid-19-origin-theories-speaks-out
[13] https://www.sciencemag.org/careers/2020/07/intrusive-personal-questions-don-t-belong-job-interviews
[10] https://www.sciencemag.org/news/2020/07/school-openings-across-globe-suggest-ways-keep-coronavirus-bay-despite-outbreaks
[10] https://www.aaas.org/news/community-efforts-curbed-typhus-epidemic-warsaw-ghetto
[10] https://www.sciencemag.org/news/2020/07/mysterious-case-man-who-can-read-letters-not-numbers-exposes-complex-roots
[8] https://www.theverge.com/21337391/aaas-science-society-journal-systemic-racism-data
[8] https://www.sciencemag.org/news/2020/07/scientists-pull-living-microbes-100-million-years-beneath-sea
[8] https://www.sciencemag.org/news/2020/07/siberia-s-gateway-underworld-grows-record-heat-wave-thaws-permafrost
[7] https://www.sciencemag.org/news/2020/05/fact-checking-judy-mikovits-controversial-virologist-attacking-anthony-fauci-viral

Top URLs in Tweet in G3:
[4] https://zabuu.site/user/detail/919630981203554304
[4] https://www.excite.co.jp/news/article/Karapaia_52290139/
[3] https://shindanmaker.com/1004796
[2] http://kimetsu.com/anime/
[2] https://netatopi.jp/article/1267636.html
[2] https://www.gifu-np.co.jp/news/20200727/20200727-259604.html
[2] https://kyoko-np.net/2018041601.html
[2] https://nlab.itmedia.co.jp/nl/articles/2007/29/news087.html
[2] https://twitter.com/wrathofgnon/status/1250287741247426565
[2] https://mymodernmet.com/white-peacock/

Top URLs in Tweet in G4:
[1] https://www.livescience.com/where-is-cleopatra-tomb.html
[1] https://www.aaas.org/membership/member-spotlight/marine-biologist-dr-tamar-l-goulet-explores-mutualism-coral-reefs-and?et_cid=3379283&et_rid=534550716&utm_source=membership&utm_medium=newsletter&utm_campaign=June+Member+Update-24493\
[1] https://www.scienceontap.com/072420-sahara-dust-storm-covid
[1] https://gizmodo.com/the-coronavirus-may-shut-down-our-sense-of-smell-in-an-1844518266
[1] https://www.nytimes.com/2020/08/03/health/coronavirus-tuberculosis-aids-malaria.html
[1] https://www.huffpost.com/entry/sperm-playful-otters_n_5f25ca29c5b656e9b09c604c
[1] https://www.reuters.com/article/us-health-coronavirus-who/there-may-never-be-a-silver-bullet-for-covid-19-who-warns-idUSKBN24Z1AG
[1] https://www.theguardian.com/lifeandstyle/2020/jul/27/instagram-news-source-social-media
[1] https://www.nature.com/articles/s41467-020-16941-y?fbclid=IwAR0AG6Lz_CcR2XY0uxVvKNmjnlWP0YLXl6iBcUfl8gcZmTjR7-ZVb3W3oes#citeas
[1] https://www.latimes.com/entertainment-arts/movies/story/2020-07-30/radioactive-amazon-science-marie-curie

Top URLs in Tweet in G5:
[1] https://aaas.confex.com/aaas/2021/poster/cfp.cgi?type=student
[1] https://twitter.com/nigmstraining/status/1290345553839022080
[1] https://www.blackinneuro.com/profiles/joyonna-gamble-george
[1] https://ndseg.sysplus.com
[1] https://www.sciencemag.org/careers/2020/07/intrusive-personal-questions-don-t-belong-job-interviews
[1] https://twitter.com/DrAnnaFunk/status/1289690777203781632
[1] https://twitter.com/NatureEcoEvo/status/1288807150815531008
[1] https://twitter.com/j_lanier/status/1289586006338019330
[1] https://www.noglstp.org/programs-projects/ben-barres-fellowship/
[1] https://twitter.com/readmorescience/status/1287059454597324800

Top URLs in Tweet in G6:
[2] https://aawsat.com/home/article/2415181/%D9%85%D8%B4%D8%A7%D8%B1%D9%83%D8%A9-%D8%A7%D9%84%D9%85%D8%B1%D8%A3%D8%A9-%D8%A7%D9%84%D8%B3%D8%B9%D9%88%D8%AF%D9%8A%D8%A9-%D9%81%D9%8A-%D8%A3%D9%86%D8%B4%D8%B7%D8%A9-%D8%A7%D9%84%D8%B1%D9%8A%D8%A7%D8%B6%D8%A9-%D8%B2%D8%A7%D8%AF%D8%AA-150
[2] https://aawsat.com/home/article/2425961/%C2%AB%D9%81%D8%B1%D8%B3%D8%A7%D9%86%C2%BB-%D8%A7%D9%84%D8%B3%D8%B9%D9%88%D8%AF%D9%8A%D8%A9-%D8%AA%D9%82%D8%AA%D8%B1%D8%A8-%D9%85%D9%86-%D9%82%D8%A7%D8%A6%D9%85%D8%A9-%C2%AB%D8%A7%D9%84%D9%8A%D9%88%D9%86%D9%8A%D8%B3%D9%83%D9%88%C2%BB?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/hashksa/status/1287804286513164289
[1] https://twitter.com/almrhf111/status/1287752621747572737
[1] https://twitter.com/ScreenMix/status/1290749276059062272
[1] https://twitter.com/JkmcfZ3UEKFTMRi/status/1287023625384660997
[1] https://twitter.com/SalemAlSehman/status/1290692374432292867
[1] https://twitter.com/aljadeednews/status/1286301679500103680
[1] https://twitter.com/45ttt45/status/1286776895829401600
[1] https://aawsat.com/home/article/2427666/%D8%A3%D9%85%D9%84-%D8%B9%D8%A8%D8%AF-%D8%A7%D9%84%D8%B9%D8%B2%D9%8A%D8%B2-%D8%A7%D9%84%D9%87%D8%B2%D8%A7%D9%86%D9%8A/%D8%A7%D9%84%D9%85%D8%B1%D8%A3%D8%A9-%D9%83%D9%85%D8%B9%D9%8A%D8%A7%D8%B1-%D9%84%D9%84%D8%AA%D8%AD%D8%B6%D8%B1

Top URLs in Tweet in G7:
[2] https://www.instagram.com/accounts/login/?next=/p/CDaoVeAhGdK/%3Figshid%3D1vm9fch4hntn0
[2] https://www.instagram.com/accounts/login/?next=/p/CDOjdHsF2Ib/%3Figshid%3D19gh5jf00b6y6
[2] https://www.youtube.com/watch?v=2LZ8UR1R2bg&feature=youtu.be

[1] https://twitter.com/minnieismahubby/status/1289598267462885377
[1] http://www.google.com/sorry/index?continue=http://youtube.com/watch%3Fv%3DHPQ5mqovXHo&q=EgS4SO-bGN6_rvkFIhkA8aeDS65z_KiOQ-35R_ZgsUp9J2I31YnzMgFy
[1] https://twitter.com/minsoo_TH/status/1290564288071872512
[1] https://docs.google.com/forms/d/e/1FAIpQLSfNbMCShTNxsOsZvst0-n3af_XvqF-qZ08DL2bkI8uzauu0CQ/closedform
[1] https://twitter.com/withminnie_th/status/1290218550544621570
[1] https://2g.pantip.com/cafe/pleasecontact.php?a
[1] https://twitter.com/artistjen/status/1289964625606225920

Top URLs in Tweet in G8:
[5] https://www.sciencemag.org/news/2020/04/new-york-clinical-trial-quietly-tests-heartburn-remedy-against-coronavirus

Top URLs in Tweet in G9:
[5] https://www.kentucky.com/opinion/op-ed/article244430812.html
[3] https://twitter.com/blkperspectives/status/1287707961113157634
[3] https://aaas.as.uky.edu/aaas-faculty-letter-president-capilouto
[2] https://uknow.uky.edu/campus-news/capilouto-aaas-faculty-announce-commonwealth-institute-black-studies
[2] https://twitter.com/UK_AAAS/status/1287381446911561728
[2] https://mydoterra.com/tarahardy1
[2] http://www.cameronmillsradio.com/2020/07/27/watch-a-faculty-member-from-the-african-american-and-africana-studies-program-joins-me-discuss-recent-letter-sent-to-uk-presidents-office/
[1] https://twitter.com/JonHale_CJ/status/1286339810492387331
[1] https://twitter.com/blackstar1906/status/1287160063870865412
[1] https://eventingnation.com/anastasia-curwood-we-need-to-change-the-idea-that-horse-sports-are-not-for-black-people/

Top URLs in Tweet in G10:
[4] https://whatweknow.aaas.org/our-funders/
[3] https://whatweknow.aaas.org/about-the-initiative/
[1] https://science.sciencemag.org/content/359/6380/1146.full

Top Domains
Top Domains in Tweet in Entire Graph:
[559] sciencemag.org
[322] twitter.com
[162] aaas.org
[37] theverge.com
[25] co.jp
[22] youtube.com
[20] google.com
[16] shindanmaker.com
[14] ncse.ngo
[12] livedoor.com

Top Domains in Tweet in G1:
[105] sciencemag.org
[95] aaas.org
[59] twitter.com
[11] theverge.com
[9] eurekalert.org
[6] confex.com
[6] sbfprize.org
[5] insidehighered.com
[4] workcast.net
[4] house.gov

Top Domains in Tweet in G2:
[255] sciencemag.org
[58] twitter.com
[23] aaas.org
[14] theverge.com
[6] peing.net
[5] tweetedtimes.com
[4] youtube.com
[4] evolutionnews.org
[2] slideshare.net
[2] linkedin.com

Top Domains in Tweet in G3:
[21] twitter.com
[17] co.jp
[16] shindanmaker.com
[12] livedoor.com
[11] zabuu.site
[4] fashion-press.net
[3] or.jp
[3] dora-world.com
[2] kimetsu.com
[2] netatopi.jp

Top Domains in Tweet in G4:
[1] livescience.com
[1] aaas.org
[1] scienceontap.com
[1] gizmodo.com
[1] nytimes.com
[1] huffpost.com
[1] reuters.com
[1] theguardian.com
[1] nature.com
[1] latimes.com

Top Domains in Tweet in G5:
[5] twitter.com
[1] confex.com
[1] blackinneuro.com
[1] sysplus.com
[1] sciencemag.org
[1] noglstp.org
[1] harvard.edu
[1] aaas.org
[1] nyscf.org

Top Domains in Tweet in G6:
[30] twitter.com
[5] aawsat.com
[1] sciencemag.org
[1] argaam.com

Top Domains in Tweet in G7:
[6] twitter.com
[4] instagram.com
[2] google.com
[2] youtube.com
[1] pantip.com

Top Domains in Tweet in G8:
[5] sciencemag.org

Top Domains in Tweet in G9:
[11] twitter.com
[7] uky.edu
[5] kentucky.com
[2] whas11.com
[2] c-span.org
[2] mydoterra.com
[2] cameronmillsradio.com
[1] eventingnation.com
[1] threadreaderapp.com
[1] bigbluehistory.net

Top Domains in Tweet in G10:
[7] aaas.org
[1] sciencemag.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[143] blackinneuroweek
[127] blackneurorollcall
[122] nihmosaic
[88] factcheck
[74] covid19
[66] aaas
[55] rt
[44] crows
[40] science
[38] scicomm



Top Hashtags in Tweet in G1:
[55] rt
[45] covid19
[44] crows
[29] scipol
[29] science
[28] blackinneuroweek
[22] stem
[21] daytimeemmys
[17] scicomm
[16] blackintheivory

Top Hashtags in Tweet in G2:
[6] 質問箱
[6] 匿名質問募集中
[4] smartnews
[4] science
[4] metoostem
[3] coronavirus
[3] covid19
[2] itsokaytonotbeokayep11
[2] alwayscurious
[2] covid

Top Hashtags in Tweet in G3:
[20] 駅メモファンアート
[13] shindanmaker
[8] おっぱいもみたい2020
[6] 中の人晒してガッカリさせようキャンペーン
[6] よしかげの日記
[6] 駅メモ
[5] ドラえもん
[4] 絵を彩度100にすると超派手
[4] 無言で自社製品画像を投稿すると皆がrtしてくれるそんなありがたいハッシュタグ
[4] 毎日もえちゃん

Top Hashtags in Tweet in G4:
[8] scienceontap
[7] aaas
[7] scifacts
[5] covid19
[3] arista
[2] cognitiveradar
[2] aristo
[2] j1mito
[1] bend
[1] seedmarket

Top Hashtags in Tweet in G5:
[116] nihmosaic
[115] blackinneuroweek
[112] blackneurorollcall
[7] grades
[7] objective
[7] neutral
[7] facts
[7] labels
[2] genderequality
[2] medicine

Top Hashtags in Tweet in G6:
[8] إغلاق_الحياة_لأداء_الصلاة
[6] فهد_الأحمدي
[5] الرياض
[5] اوقفوا_قطع_ارزاق_النسا
[5] اغلاق_المحلات_وقت_الصلاة
[4] بيروت
[4] كارتون
[3] السلامة_المرورية
[3] عسير
[3] صباح_الخير

Top Hashtags in Tweet in G7:
[20] dumdidumdi
[19] gidle
[13] มินสุเป็นแฟนกัน
[6] มินสุจงจาเริน
[6] เจนนี่คิมปุ๊กปิ๊กมาก
[6] neverlandselcaday
[6] 여자아이들
[5] minsoo
[5] gg4eva
[4] จีซูสวยมาก

Top Hashtags in Tweet in G8:
[1] factcheck

Top Hashtags in Tweet in G9:
[13] mlb
[13] marlins
[8] officespace
[8] bbn
[6] haitianrevolution
[6] orishas
[6] african
[3] renamerupp
[3] blackathletesmatter
[3] aboundwomanisadangerousthing

Top Hashtags in Tweet in G10:
[87] factcheck

Top Words
Top Words in Tweet in Entire Graph:
[2575] aaas
[1015] science
[361] taki_aaas
[358] في
[342] من
[335] scientists
[302] more
[255] fellow
[247] น
[235] policy

Top Words in Tweet in G1:
[721] aaas
[208] science
[133] fellow
[110] policy
[101] aaas_stpf
[86] aaasmember
[72] scientists
[70] research
[68] learn
[64] join

Top Words in Tweet in G2:
[573] aaas
[302] science
[87] covid
[86] 19
[62] scientists
[46] brain
[41] alarm
[41] heart
[41] problems
[40] fog

Top Words in Tweet in G3:
[361] taki_aaas
[58] tanueki
[40] ω
[30] ltd_expluna
[27] 'ω'
[24] え
[21] spacemanvipex
[21] suzu_ekm
[20] #駅メモファンアート
[18] おはようございます

Top Words in Tweet in G4:
[35] aaas
[29] sciam
[17] isogg
[13] grammarly
[12] mjfit
[11] lithuaniamfa
[10] nature
[10] carlzimmer
[10] comey
[9] erikmaza

Top Words in Tweet in G5:
[129] aaas
[119] program
[118] more
[118] promote
[118] science
[117] learn
[116] kennygibbsphd
[116] postdocs
[116] #nihmosaic
[116] faculty

Top Words in Tweet in G6:
[288] من
[285] في
[140] على
[87] لا
[78] أن
[73] و
[52] هذا
[49] عن
[41] ليس
[39] الله

Top Words in Tweet in G7:
[246] น
[211] ก
[183] ม
[126] ะ
[120] อ
[111] ค
[105] ว
[100] ส
[97] ไม
[94] ท

Top Words in Tweet in G8:
[5] entire
[5] covid
[5] 19
[5] manipulated
[5] hoax
[5] scam
[5] psyop
[5] perpetrated
[5] workdwide
[5] photos

Top Words in Tweet in G9:
[184] uk_aaas
[117] blackstar1906
[48] rupp's
[44] arena
[43] rupp
[43] folks
[42] black
[42] wrong
[42] jeffeisenberg
[42] called

Top Words in Tweet in G10:
[91] politicalfarm
[88] hank
[88] paulson
[88] former
[88] secretary
[88] treasury
[87] department
[87] investing
[87] #factcheck
[87] institute

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[524] science,aaas
[193] aaas,science
[191] covid,19
[148] learn,more
[141] policy,fellow
[125] #blackinneuroweek,aaas
[125] science,tech
[125] tech,policy
[124] #blackneurorollcall,#blackinneuroweek
[124] fellow,nih

Top Word Pairs in Tweet in G1:
[70] aaas,science
[55] #rt,aaas
[54] policy,fellowship
[52] science,technology
[45] technology,policy
[44] corvids,owe
[44] owe,smarts
[44] smarts,long
[44] long,childhoods
[44] childhoods,aaas

Top Word Pairs in Tweet in G2:
[262] science,aaas
[85] covid,19
[40] brain,fog
[40] fog,heart
[40] heart,damage
[40] lingering,problems
[40] problems,alarm
[40] alarm,scientists
[40] scientists,science
[39] 19,lingering

Top Word Pairs in Tweet in G3:
[8] 'ω',و
[6] 'ω',三
[6] 三,'ω'
[6] ٩,'ω'
[5] wakegi9315,アメリカンなノリにも付き合ってくれる人と結婚したいっていう漫画
[5] '゚,'゚
[5] taki_aaas,ありがとうございます
[4] 神,ω
[4] は,は
[4] taki_aaas,ω

Top Word Pairs in Tweet in G4:
[11] aaas,sciam
[9] erikmaza,elonmusk
[9] elonmusk,maureendowd
[9] jgi,royalfamily
[9] nature,royalsociety
[9] royalsociety,cambridgeeng
[9] cambridgeeng,aaas
[8] maureendowd,tabloid
[8] tabloid,jgi
[8] royalfamily,nature

Top Word Pairs in Tweet in G5:
[117] learn,more
[116] postdocs,learn
[116] more,#nihmosaic
[116] #nihmosaic,program
[116] program,promote
[116] promote,faculty
[116] faculty,diversity
[116] diversity,applicant
[116] applicant,webinar
[116] webinar,18

Top Word Pairs in Tweet in G6:
[26] الوجه,ليس
[25] ليس,عورة
[24] عورة,الوجه
[10] الجزيرة,العربية
[9] يا,بيروت
[8] أكثر,من
[7] scro0ol,m80h93
[7] في,كل
[6] قبل,الميلاد
[6] بعد,ايش

Top Word Pairs in Tweet in G7:
[28] ซ,จ
[21] #ม,นส
[17] อ,นน
[16] เป,นแฟนก
[15] dumdi,dumdi
[14] ก,ไม
[14] ไม,ได
[14] นแฟนก,น
[14] ถ,กหวย
[13] นส,เป

Top Word Pairs in Tweet in G8:
[5] entire,covid
[5] covid,19
[5] 19,manipulated
[5] manipulated,hoax
[5] hoax,scam
[5] scam,psyop
[5] psyop,perpetrated
[5] perpetrated,workdwide
[5] workdwide,photos
[5] photos,fake

Top Word Pairs in Tweet in G9:
[88] blackstar1906,uk_aaas
[42] uk_aaas,jeffeisenberg
[42] uk_aaas,called
[42] called,removal
[42] removal,rupp's
[40] rupp's,name
[40] name,ball
[40] ball,arena
[40] arena,folks
[40] folks,days

Top Word Pairs in Tweet in G10:
[88] hank,paulson
[88] paulson,former
[88] former,secretary
[87] secretary,department
[87] department,treasury
[87] treasury,investing
[87] investing,#factcheck
[87] #factcheck,institute
[86] politicalfarm,hank
[86] institute,prima

Top Replied-To
Top Replied-To in Entire Graph:
@taki_aaas
@____aaas
@triple__aaas
@___aaas__
@aaas_______
@aaas_elm
@tanueki
@blackstar1906
@zero_energyx
@ltd_expluna

Top Replied-To in G1:
@aaas
@julianjon
@sciontaporwa
@statedept
@paleymir
@sekimtweet
@jamesjrogers
@aaas_stpf
@rosswurmjack
@belletucker11

Top Replied-To in G2:

Top Replied-To in G3:
@taki_aaas
@tanueki
@ltd_expluna
@tomenasanna
@ryo_asto_dai
@spacemanvipex
@johannes_rail
@n52cn1
@suzu_ekm
@arrow485

Top Replied-To in G4:
@erikmaza
@realdonaldtrump
@saracarterdc
@portmane
@briamgilbert
@neosborn
@heytammybruce
@britmartinez
@swisscognitive
@lstak1967

Top Replied-To in G5:
@jessicaraperphd
@oliverstringham
@inclusivesci
@kennygibbsphd
@harvardmed
@aaas_seachange

Top Replied-To in G6:
@aaas_ye
@spideraustr
@arab7augustus
@hhhhhhbbhhbbbb
@palstens
@dw_arabic
@muheeb_alkhayer
@dashcamksa1
@hizam_elqahtani
@hananalhamad73

Top Replied-To in G7:
@triple__aaas
@zero_energyx
@minnieismahubby
@ntldch_
@memenier17
@girlfriendyong
@tkingpt
@blackpinktreas1

Top Replied-To in G8:
@thepaleorider
@trumpbrigade2
@deplorablegm
@sassysouthern10
@truthsearch1957

Top Replied-To in G9:
@blackstar1906
@uk_aaas
@bigbluehistory
@drmattpettway
@mccutcheonpr
@drrickyljones
@miltongardnerjr
@universityofky
@koal2k
@africanarchives

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@uk_aaas
@joyonnagamble
@kennygibbsphd
@aaas_stpf
@politicalfarm
@aaasmember
@blackstar1906
@ifthenshecan
@sciencemagazine

Top Mentioned in G1:
@aaas
@aaas_stpf
@aaasmember
@ifthenshecan
@sciontaporwa
@aaasmassmedia
@sciencemagazine
@newsfromscience
@statedept
@afro_herper

Top Mentioned in G2:
@earthpages
@aaas_onlineshop
@crazyjane125
@followsamir
@reynoldpratt
@bisturi52

Top Mentioned in G3:
@taki_aaas
@tanueki
@wakegi9315
@suzu_ekm
@spacemanvipex
@tiipa92
@livedoornews
@kkk_ekmm
@arrow485
@wako3999

Top Mentioned in G4:
@aaas
@sciam
@isogg
@mjfit
@grammarly
@lithuaniamfa
@carlzimmer
@elonmusk
@maureendowd
@tabloid

Top Mentioned in G5:
@kennygibbsphd
@joyonnagamble
@heydrtay
@nathanasmith1
@aaas_seachange
@aaas
@mathillustrated
@sacnas
@cienciapr
@nationalpostdoc

Top Mentioned in G6:
@aaas_ye
@hizam_elqahtani
@gbadkook
@serajalghamdi
@m80h93
@osamajja
@toto22930t
@historically_95
@scro0ol
@tahafout_

Top Mentioned in G7:
@meowchiato
@minnieismahubby
@minsoo_th
@ntldch_
@g_i_dle
@kvousme
@yoonsicafsr
@superbstff
@littlenelly_sy
@3cherryblossom_

Top Mentioned in G8:
@meltinginmarana
@marilynlavala
@garywalters66
@dmcduffin
@ameliaislandfan
@queuethenews
@mattthamistro
@msmess
@crypto777cvan68
@troll_hell

Top Mentioned in G9:
@uk_aaas
@blackstar1906
@jeffeisenberg
@catstalkwed
@ukypres
@bigbluehistory
@earftones
@universityofky
@africanarchives
@ukyisc

Top Mentioned in G10:
@politicalfarm

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@famima_reply
@cas_2050001283
@tomthunkitsmind
@rashidaldosari
@tokoroten510
@threadreaderapp
@matiere
@insdatainter
@mijita212

Top Tweeters in G1:
@rashidaldosari
@insdatainter
@femtech_
@ruisaldanha
@eloycam2012
@nolnolnol
@walkerdl
@roxann_minerals
@mindlessrobot37
@thinkkimthink

Top Tweeters in G2:
@cas_2050001283
@mijita212
@backstorymom1
@f_k_t_
@al_maldives
@drpatfarrell
@nyeongnight
@jfcarpio
@pfanderson
@charlierichmond

Top Tweeters in G3:
@akiko_lawson
@doragonsyoten
@s_yuki_sst
@tunagiradio
@yahoonewstopics
@karakusa8250
@allgreen76b
@koba200x1
@ent_rata
@shinobu_yanagi

Top Tweeters in G4:
@thehill
@business
@haaretzcom
@politico
@usatoday
@nydailynews
@waze
@maggienyt
@theeconomist
@ellemagazine

Top Tweeters in G5:
@kulturbolschewi
@blackphysicists
@ti_enjoli
@xzpwedvhhh37i3c
@realscientists
@grayhairjoe
@itsoaeli
@nhuntwalker
@chabis_ch
@bensaunders

Top Tweeters in G6:
@rtarabic
@aawsat_news
@aljadeednews
@alyaagad
@raid1200
@alarabiya
@muwafig
@saudinews50
@bero1004
@2022uu

Top Tweeters in G7:
@maitongseukmtfk
@yuliciouss
@btobmelody95
@booky70
@dabeztt
@jw992
@jf_ttrossa
@boom13003
@fridaydec_
@bitterrandsweet

Top Tweeters in G8:
@janettxblessed
@aliatra1968
@nypost
@stonekeeper3
@rl9631
@reddragonfly19
@kelliekelly23
@monica_sassy
@mc_mad_man
@sassysouthern10

Top Tweeters in G9:
@threadreaderapp
@kvnpkrwrd
@tbrown_80
@essence
@jjjjacksonboone
@draftcats
@docdre
@rjclifestyle
@sgbuggs
@lecagle

Top Tweeters in G10:
@yojudenz
@baalter
@indecardio
@alley167
@janmareesmith2
@cindyseestruth
@norvilgirl
@cq2101
@fairyq15
@gmanfan45