aaas, Twitter, 10/28/2021 6:35:08 AM, 264959


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aaas_2021-10-27_23-07-48.xlsx
aaas_2021-10-27_23-07-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2021
Short Description:
aaas via NodeXL https://bit.ly/3pIAcMe
@aaas
@braincures
@taki_aaas
@draemverse
@nicolecalakos
@endbooks
@aaas_ye
@abusulayman
@osaka_seventeen
@aaas_stpf

Top hashtags:
#woodz
#shinee
#aaas
#scicomm
#scipol
#onew
#minho
#thisiswhatascientistlookslike
#herper
#ecology

Description:
Description
The graph represents a network of 6,938 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, 28 October 2021 at 06:17 UTC.

The requested start date was Thursday, 28 October 2021 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 12-day, 7-hour, 5-minute period from Friday, 15 October 2021 at 16:55 UTC to Thursday, 28 October 2021 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 : 6938
Unique Edges : 5233
Edges With Duplicates : 14884
Total Edges : 20117
Number of Edge Types : 5
Tweet : 2359
Replies to : 1285
Mentions : 4930
Retweet : 4709
MentionsInRetweet : 6834
Self-Loops : 2431
Reciprocated Vertex Pair Ratio : 0.0270239322111531
Reciprocated Edge Ratio : 0.052625710781581
Connected Components : 998
Single-Vertex Connected Components : 428
Maximum Vertices in a Connected Component : 1781
Maximum Edges in a Connected Component : 8328
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.772921
Graph Density : 0.0001863537060244
Modularity : 0.440153
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,938 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, 28 October 2021 at 06:17 UTC.

The requested start date was Thursday, 28 October 2021 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 12-day, 7-hour, 5-minute period from Friday, 15 October 2021 at 16:55 UTC to Thursday, 28 October 2021 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:
[199] https://www.eurekalert.org/news-releases/931830?language=japanese
[158] https://aaa-ret.com/en/a/artists/nctdream
[144] https://aaa-ret.com/en/a/artists
[82] https://aaa-ret.com/en
[65] https://aaa-ret.com/en/a/artists/woodz
[63] https://twitter.com/shawolteam/status/1443196081446088717?s=21
[39] https://twitter.com/shawolteam/status/1449584946771677187?s=21
[24] https://www.science.org/content/article/kyoto-university-close-leading-primate-center-over-misuse-construction-funds?cookieSet=1
[22] https://www.science.org/content/article/could-certain-covid-19-vaccines-leave-people-more-vulnerable-aids-virus?cookieSet=1
[17] https://www.science.org/content/article/cancer-survivor-had-longest-documented-covid-19-infection-here-s-what-scientists-learned?cookieSet=1

Top URLs in Tweet in G1:
[14] https://www.aaas.org/events/green-and-nature-based-infrastructure-solutions-new-england
[11] https://members.aaas.org/communities/community-home/digestviewer/viewthread?GroupId=2719&MessageKey=18fcf960-07be-4019-b220-3a3198b2fc2e&CommunityKey=83fd34bc-bdce-4995-9a10-35bef46166e4&tab=digestviewer&ReturnUrl=/communities/community-home/digestviewer%3FCommunityKey%3D83fd34bc-bdce-4995-9a10-35bef46166e4
[6] https://www.science.org/content/article/oldest-pair-skis-unearthed-norwegian-ice?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter
[5] https://fellowshipapp.aaas.org/app/main?utm_campaign=stpf-apppromo&utm_medium=social&utm_source=twitter&utm_content=plainlink
[5] https://sciencetechhumanrights2021.org/
[5] https://www.youtube.com/watch?v=mUB4IvEeNg8

[5] https://astrobites.org/2021/10/22/aaas-mass-media-fellowship-tips-and-tricks/
[4] https://www.aaas.org/coalition/conference/2021
[4] https://www.science.org/content/article/new-species-has-longest-tongue-any-insect?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter
[4] https://meetings.aaas.org/registration?utm_campaign=Gadi&utm_source=AAAS&utm_medium=Twitter

Top URLs in Tweet in G2:
[6] https://zabuu.site/user/detail/919630981203554304
[4] https://app.adjust.com/ey5mxd2_8jl2tu8?fallback=https://www.smartnews.com/ja/
[3] http://www.lawson.co.jp/service/loppi/coupon/
[3] https://shindanmaker.com/354058
[2] https://shindanmaker.com/a/456894
[2] https://twitter.com/i/spaces/1OwGWzlRAYAKQ
[2] http://narbay.sakura.ne.jp/wns/wp/
[2] http://yurukuyaru.com/archives/86941953.html
[2] https://www.youtube.com/watch?v=5tbgi87y4cQ&feature=youtu.be

[2] https://www.hoshinoresorts.com/information/release/2021/10/164442.html?fbclid=IwAR020Y7hmWHEqO72vr8qM0sZsgNlxycB4z-1EXGk1DYhwzNKD5N8vbcyPnY

Top URLs in Tweet in G3:
[158] https://aaa-ret.com/en/a/artists/nctdream
[143] https://aaa-ret.com/en/a/artists
[42] https://aaa-ret.com/en
[1] https://twitter.com/draemverse/status/1451050939444572161

Top URLs in Tweet in G4:
[14] https://www.science.org/content/article/cancer-survivor-had-longest-documented-covid-19-infection-here-s-what-scientists-learned?cookieSet=1
[10] https://www.science.org/content/article/nearly-500-mesoamerican-monuments-revealed-laser-mapping-many-first-time?cookieSet=1
[7] https://www.science.org/content/article/fights-over-confidentiality-pledge-and-conflicts-interest-tore-apart-covid-19-origin-probe?cookieSet=1
[6] https://www.science.org/content/article/earthquakes-boost-tree-growth?cookieSet=1
[5] https://www.science.org/content/article/red-blood-cells-may-be-immune-sentinels?cookieSet=1
[5] https://www.science.org/content/article/nih-says-grantee-failed-report-experiment-wuhan-created-bat-virus-made-mice-sicker?cookieSet=1
[5] https://www.science.org/content/article/they-thought-expedition-was-lost-then-they-spotted-whale-almost-no-one-has-seen?cookieSet=1
[4] https://www.science.org/content/article/who-unveils-new-26-member-panel-restart-study-pandemic-s-origins?cookieSet=1
[4] https://www.science.org/content/article/civil-war-drove-these-elephants-lose-their-tusks-through-evolution?cookieSet=1
[4] https://www.science.org/content/article/polar-bear-hunting-reindeer-caught-tape-first-time?cookieSet=1

Top URLs in Tweet in G5:
[199] https://www.eurekalert.org/news-releases/931830?language=japanese
[19] https://www.science.org/content/article/kyoto-university-close-leading-primate-center-over-misuse-construction-funds?cookieSet=1
[7] https://www.science.org/content/article/video-shows-why-sharks-often-mistake-humans-prey?cookieSet=1
[4] https://www.science.org/content/article/earthquakes-boost-tree-growth?cookieSet=1
[1] https://abcnews.go.com/International/rapid-evolution-tuskless-elephants-caused-ivory-trade-scientists/story?id=80668909

Top URLs in Tweet in G6:
[65] https://aaa-ret.com/en/a/artists/woodz
[7] https://aaa-ret.com/en/a/artists/w
[4] https://twitter.com/CSY_INTL/status/1449571166285352960
[1] https://global.idollive.tv/vote/YWEzOWVhMG
[1] https://twitter.com/CSY_INTL/status/1451023623549079553
[1] https://twitter.com/CSY_INTL/status/1450038950165417984

Top URLs in Tweet in G7:
[1] https://entertain.naver.com/read?oid=609&aid=0000502939

Top URLs in Tweet in G8:
[2] https://web.cvent.com/event/cdaf0694-84dc-49ee-8bf6-56d565d8d066/
[2] https://www.science.org/careers/2021/06/dealing-bullies-and-jerks-science
[2] https://www.rfi.fr/en/france/20211022-eu-research-reveals-long-term-brain-damage-caused-by-covid?ref=tw
[1] https://www.intersectionssciencefellows.com
[1] https://twitter.com/AAASmember/status/1453028747196645376
[1] https://twitter.com/kaoleeyang1/status/1453210568127651842
[1] https://www.sciencemag.org/careers/2021/02/how-i-transformed-myself-confident-presenter-thanks-lady-gaga
[1] https://www.intersectionssciencefellows.com/
[1] https://www.mdanderson.org/research/departments-labs-institutes/labs/arur-laboratory.html
[1] https://sigmaxi.org/amsrc

Top URLs in Tweet in G9:
[63] https://twitter.com/shawolteam/status/1443196081446088717?s=21
[39] https://twitter.com/shawolteam/status/1449584946771677187?s=21
[4] https://global.idollive.tv/vote/YWEzOWVhMG
[3] https://promo-web.idolchamp.com/app_proxy.html?type=vote&vote_id=vote_2480_1215
[3] https://aaa-ret.com/en/a/artists/shinee
[3] https://aaa-ret.com/en/a/artists/s
[3] https://aaa-ret.com/
[2] https://www.mwave.me:443/
[2] https://twitter.com/shawolteam/status/1450930830272917506
[1] https://twitter.com/shawolteam/status/1448141681929306120

Top URLs in Tweet in G10:
[5] https://www.science.org/content/blog-post/eugenics-and-history-science-and-aaas?cookieSet=1
[1] https://www.clinicaltrials.gov/
[1] https://www.mdpi.com/2072-6643/10/3/347
[1] https://www.jstor.org/stable/1646319?refreqid=excelsior%3A933d2060cb00c22f1bc308ae75772ca4
[1] https://twitter.com/aaas/status/1450914871248367616
[1] https://twitter.com/aaas/status/1451277126439784453
[1] https://mobile.twitter.com/i/broadcasts/1MYGNnZZdknGw
[1] https://kjzz.org/content/1724209/expert-panel-dives-deep-covid-19s-murky-origins
[1] https://twitter.com/i/broadcasts/1MYGNnZZdknGw
[1] https://bii.dk/community/scienceprize/

Top Domains
Top Domains in Tweet in Entire Graph:
[475] aaa-ret.com
[372] twitter.com
[360] science.org
[202] eurekalert.org
[148] aaas.org
[39] co.jp
[34] youtube.com
[19] sbfprize.org
[16] shindanmaker.com
[14] livedoor.com

Top Domains in Tweet in G1:
[102] aaas.org
[79] science.org
[43] twitter.com
[18] sbfprize.org
[14] youtube.com
[9] co.uk
[6] twas.org
[5] nature.com
[5] sciencetechhumanrights2021.org
[5] astrobites.org

Top Domains in Tweet in G2:
[37] twitter.com
[35] co.jp
[16] shindanmaker.com
[14] livedoor.com
[11] youtube.com
[9] fashion-press.net
[6] zabuu.site
[5] 4ndan.com
[4] bunshun.jp
[4] karapaia.com

Top Domains in Tweet in G3:
[343] aaa-ret.com
[1] twitter.com

Top Domains in Tweet in G4:
[153] science.org
[64] twitter.com
[13] aaas.org
[5] blogspot.com
[4] co.jp
[4] projecttopics.org
[3] youtube.com
[2] ign.com
[2] astrobites.org
[2] slideshare.net

Top Domains in Tweet in G5:
[199] eurekalert.org
[30] science.org
[1] go.com

Top Domains in Tweet in G6:
[72] aaa-ret.com
[6] twitter.com
[1] idollive.tv

Top Domains in Tweet in G7:
[1] naver.com

Top Domains in Tweet in G8:
[5] twitter.com
[3] science.org
[2] cvent.com
[2] intersectionssciencefellows.com
[2] rfi.fr
[1] sciencemag.org
[1] mdanderson.org
[1] sigmaxi.org
[1] diverseeducation.com

Top Domains in Tweet in G9:
[106] twitter.com
[9] aaa-ret.com
[4] idollive.tv
[3] idolchamp.com
[2] mwave.me

Top Domains in Tweet in G10:
[6] twitter.com
[5] science.org
[1] clinicaltrials.gov
[1] mdpi.com
[1] jstor.org
[1] kjzz.org
[1] bii.dk
[1] wiley.com
[1] nih.gov
[1] q4cdn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[280] woodz
[131] shinee
[94] aaas
[78] scicomm
[74] scipol
[64] onew
[64] minho
[59] thisiswhatascientistlookslike
[57] herper
[57] ecology



Top Hashtags in Tweet in G1:
[72] scipol
[70] scicomm
[59] thisiswhatascientistlookslike
[57] herper
[57] ecology
[54] aaas
[49] rt
[44] stem
[32] womeninstem
[30] sciengage

Top Hashtags in Tweet in G2:
[26] 猫
[16] shindanmaker
[14] cat
[10] モルカーファンアート
[10] 自衛官に言われたこと
[8] モルカー
[6] カニノケンカ
[6] एकटैगजोउमामुसुमेकेसमर्थनकोचिपकातेसमयसमानसंरचनाकेसाथबोबोबोकीछविकोजोड़ताहै
[4] ローソン
[4] zabuu

Top Hashtags in Tweet in G4:
[2] covid19
[2] stem教育
[2] 科学の方法
[1] twitteroweksiazkary
[1] 内田雄馬equalsign
[1] carcaremonth
[1] aaaş
[1] mianiversariodetwitter
[1] beckmanscholar
[1] bsp

Top Hashtags in Tweet in G6:
[280] woodz
[7] 조승연
[7] 우즈
[5] only_lovers_left
[5] oll
[2] choseungyoun
[1] waiting

Top Hashtags in Tweet in G7:
[1] 뉴이스트
[1] nuest
[1] 민현
[1] 황민현

Top Hashtags in Tweet in G8:
[33] isfs2021
[25] dei
[20] wicb50
[3] stemm
[3] highered
[1] seachange
[1] aaascommunity
[1] wellnesswednesday
[1] researchcareers
[1] phdchat

Top Hashtags in Tweet in G9:
[131] shinee
[64] onew
[64] minho
[17] yujin
[3] boa
[1] taemin
[1] key
[1] jonghyun
[1] 샤이니

Top Hashtags in Tweet in G10:
[20] originofcovid
[3] diversity
[2] climate
[2] ai
[2] airrseq
[1] shrcoalition
[1] dialtonedrama
[1] aaas
[1] inclusiveexcellence
[1] inclusion

Top Words
Top Words in Tweet in Entire Graph:
[4315] aaas
[1551] vote
[901] science
[748] please
[661] 11
[557] 2021
[493] voting
[462] tutorial
[458] 10
[447] draemverse

Top Words in Tweet in G1:
[648] aaas
[238] science
[123] ifthenshecan
[105] policy
[100] join
[98] meetascientist
[92] aaas_stpf
[91] more
[80] afro_herper
[79] 2022

Top Words in Tweet in G2:
[131] taki_aaas
[28] suzu_ekm
[24] #猫
[24] क
[20] spacemanvipex
[19] は
[16] #shindanmaker
[15] ありがとうございます
[14] #cat
[14] 私

Top Words in Tweet in G3:
[613] aaas
[446] draemverse
[413] vote
[266] please
[253] tickets
[228] dream
[213] free
[198] dreamzens
[186] tutorial
[184] dreamies

Top Words in Tweet in G4:
[502] aaas
[178] science
[31] more
[28] 19
[27] covid
[26] first
[21] time
[20] many
[19] scientists
[18] one

Top Words in Tweet in G5:
[229] 2021年10月
[229] science
[229] aaas
[225] endbooks
[199] 象牙の密猟のせいで
[199] アフリカゾウが
[199] 牙なし
[199] 方向に急進化
[199] 前世紀末のモザンビーク内戦で象牙目当てに殺されまくった結果
[198] 牙が生えてこない性質のメスの

Top Words in Tweet in G6:
[472] vote
[286] aaas
[286] 2021
[280] #woodz
[273] csy_intl
[260] please
[260] 1st
[224] 10
[178] round
[176] artist

Top Words in Tweet in G7:
[344] woo
[173] minhyun
[172] translation
[172] 211023
[172] hot
[172] icons
[172] 20s
[172] moon
[172] ga
[172] young

Top Words in Tweet in G8:
[53] dr
[46] aaas_seachange
[35] interscifellows
[35] shirley
[34] keynote
[33] #isfs2021
[33] lecture
[33] malcom
[32] delivered
[28] science

Top Words in Tweet in G9:
[313] vote
[222] shawolteam
[145] aaas
[136] shawols
[131] #shinee
[123] tutorial
[121] shawol
[121] daily
[121] tasks
[120] co

Top Words in Tweet in G10:
[185] aaas
[173] sciencemagazine
[94] uofpenn
[94] pennmedicine
[94] penn_ifi
[94] pennmednews
[94] gavi
[94] ejohnwherry
[90] sciimmunology
[86] rishirajgoel

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[525] science,aaas
[286] aaas,2021
[284] artist,awards
[280] please,vote
[279] vote,#woodz
[270] tutorial,vote
[234] asia,artist
[229] 2021年10月,science
[228] vote,dream
[228] dream,aaas

Top Word Pairs in Tweet in G1:
[107] aaas,ifthenshecan
[82] ifthenshecan,meetascientist
[57] finally,met
[57] met,statue
[57] statue,form
[57] form,aaas
[57] meetascientist,#herper
[57] #herper,#thisiswhatascientistlookslike
[57] #thisiswhatascientistlookslike,#ecology
[56] afro_herper,finally

Top Word Pairs in Tweet in G2:
[10] #猫,#cat
[8] ちくび,ちくび
[8] #モルカー,#モルカーファンアート
[6] #एकट,गज
[6] गज,उम
[6] उम,म
[6] म,स
[6] स,म
[6] म,क
[6] क,समर

Top Word Pairs in Tweet in G3:
[228] dream,aaas
[227] vote,dream
[212] free,tickets
[197] dreamzens,please
[195] draemverse,dreamzens
[184] tutorial,vote
[184] vote,aaas
[182] draemverse,tutorial
[158] aaas,use
[158] use,many

Top Word Pairs in Tweet in G4:
[157] science,aaas
[26] covid,19
[17] time,science
[17] first,time
[14] cancer,survivor
[14] infection,scientists
[14] scientists,learned
[14] learned,science
[13] survivor,longest
[13] longest,documented

Top Word Pairs in Tweet in G5:
[229] 2021年10月,science
[229] science,aaas
[225] endbooks,2021年10月
[199] aaas,象牙の密猟のせいで
[199] 象牙の密猟のせいで,アフリカゾウが
[199] アフリカゾウが,牙なし
[199] 牙なし,方向に急進化
[199] 方向に急進化,前世紀末のモザンビーク内戦で象牙目当てに殺されまくった結果
[198] 前世紀末のモザンビーク内戦で象牙目当てに殺されまくった結果,牙が生えてこない性質のメスの
[19] aaas,deepl

Top Word Pairs in Tweet in G6:
[286] aaas,2021
[279] vote,#woodz
[199] #woodz,aaas
[185] 1st,vote
[151] vote,top
[150] asia,artist
[150] artist,awards
[150] awards,tutorial
[150] tutorial,please
[150] please,refer

Top Word Pairs in Tweet in G7:
[172] translation,211023
[172] 211023,hot
[172] hot,icons
[172] icons,20s
[172] 20s,moon
[172] moon,ga
[172] ga,young
[172] young,woo
[172] woo,cha
[172] cha,eun

Top Word Pairs in Tweet in G8:
[33] keynote,lecture
[33] dr,shirley
[33] shirley,malcom
[32] #isfs2021,keynote
[32] lecture,delivered
[32] delivered,dr
[32] malcom,aaas_seachange
[22] register,intersections
[22] intersections,science
[22] science,fellows

Top Word Pairs in Tweet in G9:
[129] vote,#shinee
[121] shawol,daily
[121] daily,tasks
[114] shawolteam,shawol
[104] see,tutorial
[102] tasks,vote
[84] asia,artist
[84] artist,awards
[84] awards,open
[84] open,voting

Top Word Pairs in Tweet in G10:
[106] sciencemagazine,aaas
[94] aaas,uofpenn
[94] uofpenn,pennmedicine
[94] pennmedicine,penn_ifi
[94] penn_ifi,pennmednews
[94] pennmednews,gavi
[94] gavi,ejohnwherry
[90] ejohnwherry,sciimmunology
[78] sciimmunology,ljiresearch
[60] aaas,sciencemagazine

Top Replied-To
Top Replied-To in Entire Graph:
@taki_aaas
@rishirajgoel
@afro_herper
@anfcrobots
@aaas_ye
@suzu_ekm
@aaas
@aaas_t
@spacemanvipex
@triple__aaas

Top Replied-To in G1:
@afro_herper
@aaas
@bulliescampaign
@do_kinder
@braincures
@taranaburke
@katebrauman
@serenity_astra
@krusynth
@aaasmember

Top Replied-To in G2:
@taki_aaas
@suzu_ekm
@spacemanvipex
@n52cn1
@maho_memo
@karakusa8250
@gcbgm
@mochi2rabbit
@eki16g_syrup

Top Replied-To in G8:
@yalemeddei
@insiliconjurer
@ascbiology
@tony__heller
@deniswirtz

Top Replied-To in G9:
@dorkydva84

Top Replied-To in G10:
@rishirajgoel
@eleuethana
@ayjchan
@c_a_gustave
@jeremymberg
@asterisk_double
@msabouri
@bluejay_m8
@viriditax
@merylswanlake

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@draemverse
@csy_intl
@endbooks
@shawolteam
@sciencemagazine
@melodia_muse
@feedarchive
@modooborahae
@ifthenshecan

Top Mentioned in G1:
@aaas
@ifthenshecan
@meetascientist
@aaas_stpf
@afro_herper
@braincures
@jessicamsoule
@aaassubaruprize
@ukri_ceo
@academicparity

Top Mentioned in G2:
@taki_aaas
@suzu_ekm
@spacemanvipex
@humitan
@livedoornews
@gamaekimemo
@rahato190
@itm_nlab
@b09a2032c
@yurukuyaru

Top Mentioned in G3:
@draemverse
@feedarchive

Top Mentioned in G4:
@eillumenatus
@aaas_ii

Top Mentioned in G5:
@endbooks

Top Mentioned in G6:
@csy_intl
@c_woodzofficial
@seungyounbrazil

Top Mentioned in G7:
@melodia_muse
@nuestnews

Top Mentioned in G8:
@aaas_seachange
@interscifellows
@yalemeddei
@mdandersonnews
@sarur2
@ascbiology
@aaas
@aaasmember
@blackandstem
@awisnational

Top Mentioned in G9:
@shawolteam
@shinee
@shineepromo
@yujinglobal

Top Mentioned in G10:
@aaas
@sciencemagazine
@uofpenn
@pennmedicine
@penn_ifi
@pennmednews
@gavi
@ejohnwherry
@sciimmunology
@ljiresearch

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@famima_reply
@akiko_lawson
@cas_2050001283
@kfc_jp
@famima_now
@ichibankuji
@threadreaderapp
@m_m1941
@cybersec_feeds

Top Tweeters in G1:
@cybersec_feeds
@business
@googleexpertuk
@bbcnews
@bot_innovation
@nicochan33
@drumeshprabhu
@terryelaineh1
@kpheaney
@daniellegembala

Top Tweeters in G2:
@japan_lawson
@famima_reply
@akiko_lawson
@kfc_jp
@famima_now
@mg1live
@yahoonewstopics
@star_ohoshi
@chakichakichaki
@karakusa8250

Top Tweeters in G3:
@mr_jeno
@9qxl8
@_ingingg
@ffahcha
@linnamw
@pcyd2
@tnhdyy
@anjwaaii
@jenoleeader
@982klee

Top Tweeters in G4:
@cas_2050001283
@matiere
@ken_crichlow
@f_k_t_
@uchida_kawasaki
@un1v3rs0z3r0
@rogueclassicist
@c255666a459a495
@daggamagazine
@pinarakarturk

Top Tweeters in G5:
@guldeen
@goodstoriez
@loveearth1004
@konats_showsets
@osaka_seventeen
@nyororon2180000
@nolnolnol
@denzinza
@waseda_fablab
@gyonikunet

Top Tweeters in G6:
@sumittra_namaob
@kialkl
@luvatiney
@nancrazy
@sm_asteroid
@yo0ngixtae
@csy_artistbaby
@forcsyoun
@woodzcsy3
@fanfanry

Top Tweeters in G7:
@pumpkinpaztel
@nanaazmi5
@hdlmildz
@krnkshgrc
@__stp_
@the_baejoohyun
@___chibichae
@optimusthyun
@hwangwinkieee
@junejunempd

Top Tweeters in G8:
@lizditz
@nytimes
@globalcitizenln
@needhibhalla
@ellieelliott123
@infamosrichie
@rfi_en
@amandaannklein
@drmonicacox
@johnshopkins

Top Tweeters in G9:
@carolin_garbacz
@preciousminho99
@pankoma
@imadv0123
@keybumy_shawol
@egyptian_shawol
@harumarch99
@mycodedoodles
@ciri_525
@luciamal66

Top Tweeters in G10:
@threadreaderapp
@dclarediane
@paulpaul49
@mailonline
@petuniasforever
@tony__heller
@michaelbranniga
@dr24hours
@noturbine
@kensnyder4


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