aaas, Twitter, 2/24/2022 8:28:32 AM, 272229


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aaas_2022-02-23_23-07-48.xlsx
aaas_2022-02-23_23-07-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 24, 2022
Short Description:
aaas via NodeXL https://bit.ly/3IwZrIh
@aaas
@aaasmeetings
@trishgreenhalgh
@braincures
@1059kanri
@paulanfriedman
@taki_aaas
@glinch72
@bjchippindale
@dgurdasani1

Top hashtags:
#aaasmtg
#scicomm
#scipol
#rt
#kingdom
#sciengage
#aaas
#commscisem
#ccstataaas
#covid19

Description:
Description
The graph represents a network of 6,596 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, 24 February 2022 at 07:17 UTC.

The requested start date was Thursday, 24 February 2022 at 01:01 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, 5-hour, 15-minute period from Saturday, 12 February 2022 at 19:45 UTC to Thursday, 24 February 2022 at 01:00 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 : 6596
Unique Edges : 5690
Edges With Duplicates : 14416
Total Edges : 20106
Number of Edge Types : 5
Tweet : 2118
Retweet : 4474
MentionsInRetweet : 7094
Mentions : 5318
Replies to : 1102
Self-Loops : 2168
Reciprocated Vertex Pair Ratio : 0.0475870563206808
Reciprocated Edge Ratio : 0.0908507909362976
Connected Components : 904
Single-Vertex Connected Components : 425
Maximum Vertices in a Connected Component : 2993
Maximum Edges in a Connected Component : 12779
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.738179
Graph Density : 0.000215077394299208
Modularity : 0.41051
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,596 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, 24 February 2022 at 07:17 UTC.

The requested start date was Thursday, 24 February 2022 at 01:01 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, 5-hour, 15-minute period from Saturday, 12 February 2022 at 19:45 UTC to Thursday, 24 February 2022 at 01:00 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://meetings.aaas.org/registration/
[49] https://ccst.us/science-policy-extreme-heat-wildfires-energy-ccst-aaas-annual-meeting-2022/
[41] https://www.science.org/content/article/it-time-live-covid-19-some-scientists-warn-endemic-delusion?cookieSet=1
[29] https://meetings.aaas.org/
[25] https://www.science.org/content/article/covid-19-takes-serious-toll-heart-health-full-year-after-recovery?cookieSet=1
[21] https://aaas.confex.com/aaas/2022/meetingapp.cgi/Session/29443
[21] https://www.science.org/content/article/rare-cases-coronavirus-vaccines-may-cause-long-covid-symptoms?cookieSet=1
[20] https://www.science.org/content/article/scientist-busts-myths-about-how-humans-burn-calories-and-why?cookieSet=1
[18] https://virtual.aaas.org/live/exhibitor/ccst
[13] https://www.science.org/content/article/covid-19-patients-face-higher-risk-brain-fog-and-depression-even-1-year-after-infection?cookieSet=1

Top URLs in Tweet in G1:
[49] https://meetings.aaas.org/registration/
[23] https://meetings.aaas.org/
[18] https://ccst.us/science-policy-extreme-heat-wildfires-energy-ccst-aaas-annual-meeting-2022/
[17] https://virtual.aaas.org/live/exhibitor/ccst
[10] https://www0.sun.ac.za/scicom/news/applications-for-two-postdoctoral-fellows-in-science-communication-invited/
[8] https://aaas.confex.com/aaas/2022/meetingapp.cgi/Session/29443
[8] https://www.aaas.org/page/2022-communicating-science-seminar-0
[8] https://aaas.confex.com/aaas/2022/meetingapp.cgi/Session/29535
[8] https://aaas.confex.com/aaas/2022/meetingapp.cgi/Session/29095
[7] https://aaas.zoom.us/meeting/register/tJwuc-6tpz4vG9XDILDSemDaFhs-6SNQhASh

Top URLs in Tweet in G2:
[1] https://www.science.org/content/article/if-alive-sleeps-brainless-creatures-shed-light-why-we-slumber?cookieSet=1

Top URLs in Tweet in G3:
[8] https://www.family.co.jp/famipay
[5] https://www.lawson.co.jp/lab/tsuushin/art/1446523_4659.html
[5] http://www.lawson.co.jp/service/loppi/coupon/
[4] https://zabuu.site/user/detail/919630981203554304
[3] https://www.shinmai.co.jp/news/article/CNTS2022021500454
[2] https://dora-world.com/
[2] https://www.youtube.com/watch?v=Xos-FwYVK0c&feature=youtu.be

[2] https://www3.nhk.or.jp/news/html/20220215/k10013484511000.html
[2] https://www.museum.or.jp/event/105040
[2] https://game.watch.impress.co.jp/docs/news/1388284.html

Top URLs in Tweet in G4:
[19] https://www.science.org/content/article/it-time-live-covid-19-some-scientists-warn-endemic-delusion?cookieSet=1
[12] https://www.science.org/content/article/scientist-busts-myths-about-how-humans-burn-calories-and-why?cookieSet=1
[10] https://www.science.org/content/article/rare-cases-coronavirus-vaccines-may-cause-long-covid-symptoms?cookieSet=1
[6] https://electrek.co/2022/02/16/new-green-deals-rechargeable-aaas-more/?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.science.org/content/article/wild-animals-prized-delicacies-china-contain-bevy-threatening-viruses?cookieSet=1
[5] https://www.science.org/content/article/covid-19-takes-serious-toll-heart-health-full-year-after-recovery?cookieSet=1
[5] https://www.science.org/content/article/transgenic-glowing-fish-invades-brazilian-streams?cookieSet=1
[5] https://electrek.co/2022/02/16/new-green-deals-rechargeable-aaas-more/
[5] https://peing.net/ja/ri_aaas?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[5] https://www.science.org/content/article/if-alive-sleeps-brainless-creatures-shed-light-why-we-slumber?cookieSet=1

Top URLs in Tweet in G5:
[2] https://www.businessinsider.com/eric-lander-resignation-shows-academia-toxic-workplace-culture-2022-2?r=US&IR=T
[2] https://www.researchprofessionalnews.com/rr-news-uk-universities-2022-2-king-crowns-career-with-science-diplomacy-honour/
[1] https://www.statnews.com/2018/05/14/apology-eric-lander-james-watson/
[1] https://www.whitehouse.gov/ostp/directors-office/
[1] https://humanrights.gov.au/sites/default/files/document/publication/AHRC_2017_ChangeTheCourse_UniversityReport.pdf
[1] https://www.thetimes.co.uk/article/universities-told-to-stop-silencing-sex-pest-victims-g0gjhj35x
[1] https://www.youtube.com/watch?v=xVoRbsKAawU&feature=youtu.be

[1] https://twitter.com/AlexThomp/status/1490825919086440448?s=20&t=S-g4_oM2sOgG_ARqJn6VMw
[1] https://www.dailymail.co.uk/news/article-6050695/Professor-described-world-expert-empathy-dubbed-BULLY-eight-colleagues.html
[1] https://docs.google.com/document/d/1Nqjhxxd9VoFFZiqrD0hRvyMo6DcZMyZVJjz9_2SzPZY/edit

Top URLs in Tweet in G6:
[1] https://www.science.org/content/article/covid-19-patients-face-higher-risk-brain-fog-and-depression-even-1-year-after-infection?cookieSet=1
[1] https://www.science.org/content/article/covid-19-takes-serious-toll-heart-health-full-year-after-recovery?cookieSet=1

Top URLs in Tweet in G7:
[2] https://www.science.org/doi/10.1126/science.abo5963?utm_campaign=SciMag&utm_source=Social&utm_medium=Twitter
[2] https://www.science.org/doi/10.1126/science.abo5963?utm_campaign=SciMag&utm_source=Social&utm_medium=Twitter&cookieSet=1
[1] https://aaas.confex.com/aaas/2022/meetingapp.cgi/Session/29095
[1] https://twitter.com/i/broadcasts/1MYGNnZZdknGw
[1] https://www.ucdavis.edu/news/9-elected-aaas-fellows
[1] https://www.science.org/doi/10.1126/science.abo5963
[1] https://www.science.org/content/article/nearly-half-bald-eagles-have-lead-poisoning?cookieSet=1
[1] https://www.science.org/content/article/scientist-busts-myths-about-how-humans-burn-calories-and-why?cookieSet=1
[1] https://www.science.org/doi/10.1126/science.abn9080?cookieSet=1
[1] https://www.youtube.com/watch?v=etg3E63rX5o


Top URLs in Tweet in G9:
[1] https://www.science.org/content/article/student-loans-nearly-derailed-my-ph-d-ambitions-i-worry-about-other-underrepresented?cookieSet=1
[1] https://www.science.org/content/article/new-setback-eradication-campaign-poliovirus-pakistan-shows-africa?cookieSet=1
[1] https://twitter.com/glinch72/status/1434571307534983168?t=I8en37fSFV4kClsg5o3zCQ&s=19
[1] https://www.pewresearch.org/science/2015/07/23/an-elaboration-of-aaas-scientists-views/

Top URLs in Tweet in G10:
[1] https://science.sciencemag.org/content/310/5748/676
[1] https://www.science.org/content/article/can-world-make-chemicals-it-needs-without-oil?cookieSet=1
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00505-9
[1] https://twitter.com/tdrnews/status/1397562832850456579
[1] https://twitter.com/AmerMedicalAssn/status/1495171337106694146
[1] https://twitter.com/yurimilner/status/1492953171521687557
[1] https://twitter.com/doctora_nature/status/1492944464175792128
[1] https://www.nbcnews.com/health/health-news/covid-risks-heart-problems-remain-elevated-year-rcna15608
[1] https://twitter.com/GHS/status/1493235297592750080
[1] https://www.cnn.com/2022/02/17/health/ba-2-covid-severity/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[410] aaas.org
[303] science.org
[301] twitter.com
[113] confex.com
[49] ccst.us
[48] co.jp
[44] youtube.com
[19] google.com
[17] electrek.co
[16] eurekalert.org

Top Domains in Tweet in G1:
[271] aaas.org
[143] twitter.com
[64] confex.com
[36] science.org
[23] youtube.com
[18] ccst.us
[13] zoom.us
[11] fcld.ly
[10] ac.za
[9] adp.com

Top Domains in Tweet in G2:
[1] science.org

Top Domains in Tweet in G3:
[38] co.jp
[14] livedoor.com
[13] twitter.com
[7] or.jp
[4] zabuu.site
[3] youtube.com
[2] appli-maker.jp
[2] dora-world.com
[2] pixiv.net
[2] nordot.app

Top Domains in Tweet in G4:
[133] science.org
[40] twitter.com
[26] aaas.org
[14] electrek.co
[7] co.jp
[5] confex.com
[5] google.com
[5] eurekalert.org
[5] peing.net
[4] blogspot.com

Top Domains in Tweet in G5:
[5] youtube.com
[5] twitter.com
[4] statnews.com
[4] nature.com
[3] co.uk
[2] businessinsider.com
[2] whistleblower.org
[2] researchprofessionalnews.com
[1] whitehouse.gov
[1] gov.au

Top Domains in Tweet in G6:
[2] science.org

Top Domains in Tweet in G7:
[11] science.org
[1] confex.com
[1] twitter.com
[1] ucdavis.edu
[1] youtube.com
[1] aaas.org
[1] keystonesymposia.org
[1] scienceintheclassroom.org

Top Domains in Tweet in G9:
[2] science.org
[1] twitter.com
[1] pewresearch.org

Top Domains in Tweet in G10:
[5] twitter.com
[1] sciencemag.org
[1] science.org
[1] nature.com
[1] nbcnews.com
[1] cnn.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1179] aaasmtg
[255] scicomm
[180] scipol
[175] rt
[152] kingdom
[111] sciengage
[94] aaas
[64] commscisem
[60] ccstataaas
[59] covid19



Top Hashtags in Tweet in G1:
[946] aaasmtg
[219] scicomm
[171] rt
[151] scipol
[102] sciengage
[64] commscisem
[52] stem
[48] womeninstem
[39] covid19
[30] science

Top Hashtags in Tweet in G3:
[16] 柴犬
[10] ファミマ
[10] 猫
[10] 漫画が読めるハッシュタグ
[10] ローソン
[9] ファミマの本格肉まん
[8] 育児漫画
[8] ウマ娘
[6] 創作漫画
[6] 愛犬

Top Hashtags in Tweet in G4:
[8] aaas
[7] aaasmtg
[5] 質問箱
[5] 匿名質問募集中
[3] science
[2] rakuafl
[2] news
[2] btob
[2] sciencecommunication
[2] dgef22

Top Hashtags in Tweet in G5:
[6] womeninstem
[4] womeninastronomy
[4] mariamitchell
[4] stemtoo
[4] scipol
[3] landergate
[3] researchculture
[3] aaasmtg
[3] scicomm
[3] rri

Top Hashtags in Tweet in G6:
[3] longcovid

Top Hashtags in Tweet in G7:
[10] scicomm
[8] aaasmtg
[6] annotated
[3] scienceeditorial
[3] science
[2] sarscov2
[2] originofcovid
[2] covid19
[1] lableak
[1] urgencyofnormal

Top Hashtags in Tweet in G8:
[152] kingdom

Top Hashtags in Tweet in G9:
[1] climatebrawl
[1] climatechange
[1] climatehoax
[1] climatecrisis
[1] climatecult
[1] climateemergency

Top Hashtags in Tweet in G10:
[6] covid19
[2] globalhealthmatters
[2] womeninscience
[2] omicronvariant
[2] deltavariant
[1] ba2variant
[1] longcovid
[1] longcovidkids

Top Words
Top Words in Tweet in Entire Graph:
[3731] aaas
[2238] science
[1174] #aaasmtg
[692] light
[682] alive
[682] sleeps
[682] brainless
[682] creatures
[682] shed
[682] slumber

Top Words in Tweet in G1:
[1093] aaas
[942] #aaasmtg
[635] science
[436] aaasmeetings
[343] join
[313] 2022
[284] dr
[219] #scicomm
[211] meeting
[194] award

Top Words in Tweet in G2:
[674] ソースはこの辺ですね
[674] alive
[674] sleeps
[674] brainless
[674] creatures
[674] shed
[674] light
[674] slumber
[674] science
[674] aaas

Top Words in Tweet in G3:
[57] taki_aaas
[27] suzu_ekm
[18] 私
[14] famima_now
[11] #ファミマ
[11] ω
[11] spacemanvipex
[11] ご応募ありがとうございました
[11] 結果は
[10] #猫

Top Words in Tweet in G4:
[448] aaas
[171] science
[44] more
[43] covid
[33] 19
[27] scientists
[27] time
[24] batteries
[22] live
[22] deals

Top Words in Tweet in G5:
[85] aaas
[59] whitehouse
[57] ericlander46
[54] alexthomp
[53] potus
[53] presssec
[52] sudipsparikh
[52] gildabarabino
[47] braincures
[47] mbeisen

Top Words in Tweet in G6:
[224] aaas
[223] covid
[223] 19
[223] year
[223] science
[220] patients
[220] face
[220] higher
[220] risk
[220] brain

Top Words in Tweet in G7:
[175] sciencemagazine
[152] science
[121] trust
[117] misinformation
[110] jeopardizing
[108] threatened
[107] ability
[107] world
[106] transform
[105] increasingly

Top Words in Tweet in G8:
[304] albums
[152] first
[152] year
[152] #kingdom
[152] released
[152] sold
[152] 32000
[152] charted
[152] itunes
[152] apple

Top Words in Tweet in G9:
[10] aaas
[7] ejwwest
[5] science
[5] lo_vvriter
[5] agwishappening
[5] roypentland
[5] gordon_dhg
[5] jr4_truth
[5] 10
[5] members

Top Words in Tweet in G10:
[14] aaas
[6] peterhotez
[6] #covid19
[5] nature
[5] stlouislung
[5] choo_ek
[4] theseeker268
[4] ianbirrell
[4] thelancet
[4] peterdaszak

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1191] science,aaas
[682] alive,sleeps
[682] sleeps,brainless
[682] brainless,creatures
[682] creatures,shed
[682] shed,light
[682] light,slumber
[682] slumber,science
[677] ソースはこの辺ですね,alive
[676] 1059kanri,ソースはこの辺ですね

Top Word Pairs in Tweet in G1:
[171] #rt,aaas
[136] annual,meeting
[122] aaas,annual
[107] 2022,aaas
[98] communicating,science
[93] watch,spotlight
[85] feb,17
[82] public,engagement
[82] science,seminar
[79] deluxe,access

Top Word Pairs in Tweet in G2:
[674] ソースはこの辺ですね,alive
[674] alive,sleeps
[674] sleeps,brainless
[674] brainless,creatures
[674] creatures,shed
[674] shed,light
[674] light,slumber
[674] slumber,science
[674] science,aaas
[673] 1059kanri,ソースはこの辺ですね

Top Word Pairs in Tweet in G3:
[11] ご応募ありがとうございました,結果は
[9] 噛むほど旨みのある生地,じゅわっと旨み引き立つ豚肉の
[9] じゅわっと旨み引き立つ豚肉の,#ファミマの本格肉まん
[9] #ファミマの本格肉まん,今なら
[9] 今なら,のボタンからツイートするだけで抽選で毎日1万名様に
[9] のボタンからツイートするだけで抽選で毎日1万名様に,本格肉まん無料引換券
[9] 本格肉まん無料引換券,が当たる
[9] が当たる,famima_now
[9] famima_now,#ファミマ
[9] taki_aaas,ご応募ありがとうございました

Top Word Pairs in Tweet in G4:
[135] science,aaas
[30] covid,19
[19] scientists,warn
[19] warn,endemic
[19] endemic,delusion
[19] delusion,science
[18] time,live
[18] live,covid
[18] 19,scientists
[15] aaas,replace

Top Word Pairs in Tweet in G5:
[53] ericlander46,potus
[53] potus,alexthomp
[53] alexthomp,presssec
[52] sudipsparikh,gildabarabino
[51] aaas,sudipsparikh
[46] gildabarabino,mbeisen
[33] presssec,mailonline
[31] whitehouse,politico
[31] politico,ericlander46
[31] mailonline,aaas

Top Word Pairs in Tweet in G6:
[223] covid,19
[223] science,aaas
[220] 19,patients
[220] patients,face
[220] face,higher
[220] higher,risk
[220] risk,brain
[220] brain,fog
[220] fog,depression
[220] depression,year

Top Word Pairs in Tweet in G7:
[110] jeopardizing,trust
[108] threatened,misinformation
[106] ability,science
[106] science,transform
[106] transform,world
[105] world,increasingly
[105] increasingly,threatened
[105] misinformation,jeopardizing
[103] sciencemagazine,ability
[53] sciencemagazine,aaas

Top Word Pairs in Tweet in G8:
[152] first,year
[152] year,#kingdom
[152] #kingdom,released
[152] released,albums
[152] albums,sold
[152] sold,32000
[152] 32000,albums
[152] albums,charted
[152] charted,itunes
[152] itunes,apple

Top Word Pairs in Tweet in G9:
[5] members,aaas
[4] science,aaas
[4] 10,million
[3] just_us6973,b_bolshevik100
[3] b_bolshevik100,flowerandfist
[3] flowerandfist,lo_vvriter
[3] lo_vvriter,andrew_civil
[3] andrew_civil,agwishappening
[3] agwishappening,johndublin10
[3] dan_erskine,wilescape

Top Word Pairs in Tweet in G10:
[4] theseeker268,ianbirrell
[4] ianbirrell,thelancet
[4] thelancet,peterdaszak
[4] peterdaszak,asmicrobiology
[4] asmicrobiology,nature
[4] nature,springernature
[4] springernature,jamiemetzl
[4] jamiemetzl,drtedros
[2] tommy_cleary,theseeker268
[2] drtedros,thetimes

Top Replied-To
Top Replied-To in Entire Graph:
@aaas__36
@taki_aaas
@sciencemagazine
@aaas_kshs
@suzu_ekm
@whitehouse
@rb_dudek
@aaas
@sky_____aaas
@aaas_v

Top Replied-To in G1:
@rb_dudek
@aaas
@drkeegansawyer
@matthourihan
@amandalmolder
@meaganphelan
@aaasmeetings
@davelogpt
@szzhou4
@aaas_doser

Top Replied-To in G3:
@taki_aaas
@suzu_ekm
@karakusa8250
@spacemanvipex
@eki16g_syrup
@1256023kisei
@ru___aaas
@ebiekmm
@_____aaas__
@kyoaogiri

Top Replied-To in G5:
@whitehouse
@do_kinder
@braincures
@dorothysuskind
@ajackiehunter
@pathogenetics
@drumeshprabhu
@academicparity
@morimahmoudi
@subbasegirl

Top Replied-To in G7:
@sciencemagazine
@liew_zeyan

Top Replied-To in G9:
@freddie07068768
@ceist8
@particle96
@just_us6973

Top Replied-To in G10:
@theseeker268
@timoteo0167
@virusesimmunity

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@1059kanri
@aaasmeetings
@trishgreenhalgh
@sciencemagazine
@chiwooswife
@aaas_stpf
@aaas_scicomm
@sociologistray
@ifthenshecan

Top Mentioned in G1:
@aaas
@aaasmeetings
@aaas_stpf
@aaas_scicomm
@ifthenshecan
@hholdenthorp
@meetascientist
@aaas_doser
@jessicamsoule
@scidip

Top Mentioned in G2:
@1059kanri

Top Mentioned in G3:
@famima_now
@livedoornews
@azuki_eki
@spacemanvipex
@heisei_love_bot
@1256023kisei
@tyomateee
@suzu_ekm
@kei_kei
@taki_aaas

Top Mentioned in G4:
@estream_studios
@stigmabase

Top Mentioned in G5:
@aaas
@ericlander46
@potus
@alexthomp
@presssec
@sudipsparikh
@gildabarabino
@mbeisen
@braincures
@mailonline

Top Mentioned in G6:
@trishgreenhalgh
@steipi
@aaasmeetings

Top Mentioned in G7:
@sciencemagazine
@aaas
@nicolocaporale
@gtesta72
@ayjchan
@liew_zeyan
@rutgersbhs
@rutgers_camden
@hholdenthorp
@rutgersifh

Top Mentioned in G8:
@chiwooswife

Top Mentioned in G9:
@ejwwest
@lo_vvriter
@agwishappening
@roypentland
@gordon_dhg
@jr4_truth
@johndublin10
@louiscy72344053
@neilcharles1450
@bjchippindale

Top Mentioned in G10:
@aaas
@who
@peterhotez
@nature
@stlouislung
@choo_ek
@ianbirrell
@thelancet
@peterdaszak
@asmicrobiology

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@famima_reply
@akiko_lawson
@cas_2050001283
@famima_now
@711sej
@oldlady12345
@genshin_7
@tokoroten510
@edinburghwatch

Top Tweeters in G1:
@oldlady12345
@hrblock_21
@kat4obama
@rjber15
@jondknight
@lizditz
@jfsebastian146
@john_siracusa
@jjj5819
@straitarrow10

Top Tweeters in G2:
@tokoroten510
@as_sakimori
@juners
@monocat33
@toronei
@drifter_n
@miso_nicomi
@seaki
@jora_joraemon
@9z9z9z9z9z

Top Tweeters in G3:
@japan_lawson
@famima_reply
@akiko_lawson
@famima_now
@711sej
@lm700j
@monoprixgourmet
@lady_smoker_
@marishiokayama
@nhk_news

Top Tweeters in G4:
@cas_2050001283
@medicinehelp
@prpnews
@stigmabase
@flyin18t
@f_k_t_
@gezgintrk
@hntweets
@estream_studios
@thearticletrunk

Top Tweeters in G5:
@independent
@ligayaloyola
@googleexpertuk
@anas_erindra
@nypost
@mailonline
@politico
@msdarcyfarrow
@academicchatter
@thetimes

Top Tweeters in G6:
@tartancobweb
@frazzling
@fiona_fionnagal
@planetscape
@boogwinchester
@friedrichhayek
@bbddpp
@miftyjackson
@cyrus_mcdugan
@lighthealing

Top Tweeters in G7:
@johnnydee62
@education_24x7
@syawal
@kenm77
@scieducation1
@biorealism
@marcoalbuja
@girlintheknow03
@mom2nmmonkeys
@andlibsh

Top Tweeters in G8:
@mrggaebsong
@kurenaifailtaru
@ungodlytrinity
@mcprisoner
@httpsuhyun
@seungyeopurim
@louloupuppy7117
@ihugchiwoo
@lary_crazs
@karenmontiel

Top Tweeters in G9:
@friendsoscience
@oscarswild1
@robertnorcal
@asinister
@geraldkutney
@dawntj90
@particle96
@veritatem2021
@louiscy72344053
@tintincognito

Top Tweeters in G10:
@bbcnews
@washingtonpost
@usatoday
@abcnews
@nbcnews
@cbsnews
@msnbc
@cbcnews
@nprpolitics
@clevelandclinic


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