aaas, Twitter, 6/4/2020 3:02:02 PM, 228770


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aaas_2020-06-03_23-09-45.xlsx
aaas_2020-06-03_23-09-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 04, 2020
Short Description:
aaas via NodeXL https://bit.ly/3cEeGOQ
@aaas
@1600council
@aaas_stpf
@aaas_doser
@ayishm_aaas
@taki_aaas
@aaas_gr
@jaychance5
@joyj69957841
@realdonaldtrump

Top hashtags:
#covid19
#aaas
#blackinnature
#science
#blackbirdersweek
#rt
#ai
#scipol
#scicomm
#駅メモファンアート

Description:
Description
The graph represents a network of 3,549 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, 04 June 2020 at 06:11 UTC.

The requested start date was Thursday, 04 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 6-day, 13-hour, 34-minute period from Wednesday, 27 May 2020 at 15:20 UTC to Wednesday, 03 June 2020 at 04:55 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 : 3549
Unique Edges : 3476
Edges With Duplicates : 6388
Total Edges : 9864
Number of Edge Types : 5
MentionsInRetweet : 2676
Retweet : 1621
Replies to : 2251
Tweet : 1511
Mentions : 1805
Self-Loops : 1529
Reciprocated Vertex Pair Ratio : 0.072385428907168
Reciprocated Edge Ratio : 0.134998904229673
Connected Components : 662
Single-Vertex Connected Components : 302
Maximum Vertices in a Connected Component : 1258
Maximum Edges in a Connected Component : 3784
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.635086
Graph Density : 0.000362377194395233
Modularity : 0.445731
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,549 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, 04 June 2020 at 06:11 UTC.

The requested start date was Thursday, 04 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 6-day, 13-hour, 34-minute period from Wednesday, 27 May 2020 at 15:20 UTC to Wednesday, 03 June 2020 at 04:55 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:
[21] https://www.sciencemag.org/news/2020/05/japan-ends-its-covid-19-state-emergency
[19] https://www.sciencemag.org/news/2020/05/eye-catching-advances-some-ai-fields-are-not-real
[14] https://www.sciencemag.org/news/2020/06/blood-vessel-attack-could-trigger-coronavirus-fatal-second-phase
[13] https://www.sciencemag.org/news/2020/06/nih-halted-study-unveils-its-massive-analysis-bat-coronaviruses
[12] https://www.sciencemag.org/news/2020/05/us-lawmakers-unveil-bold-100-billion-plan-remake-nsf
[10] https://www.sciencemag.org/news/2020/05/why-do-some-covid-19-patients-infect-many-others-whereas-most-don-t-spread-virus-all
[9] https://www.sciencemag.org/news/2020/06/mysterious-company-s-coronavirus-papers-top-medical-journals-may-be-unraveling
[9] https://www.sciencemag.org/news/2020/05/shuttered-natural-history-museums-fight-survival-amid-covid-19-heartbreak
[8] https://www.sciencemag.org/news/2020/05/how-sweden-wasted-rare-opportunity-study-coronavirus-schools
[7] https://www.aaas.org/news/aaas-ceo-comments-social-unrest-racism-and-inequality

Top URLs in Tweet in G1:
[5] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=0097f8b0-d7fc-4ca4-a65d-8e1424c01e16&ccId=19000101_000001&jobId=176504&lang=en_US&source=CC4
[4] https://www.aaas.org/membership/member-spotlight/stpf-fellow-luis-rivera-tackles-psychology-bias-and-stereotyping
[4] https://www.aaas.org/membership/member-spotlight/aaas-fellow-ricardo-munoz-launches-first-digital-apothecary-online
[4] https://science.sciencemag.org/content/early/2020/05/27/science.abc6197?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[4] https://www.aaas.org/los-alamos-national-laboratory-and-birth-computing
[3] https://www.aaas.org/news/diverse-students-display-inventions-hbcu-showcase
[3] https://www.sciencemag.org/news/2019/08/study-claims-white-police-no-more-likely-shoot-minorities-draws-fire?utm_campaign=NewsfromScience&utm_source=JHubbard&utm_medium=Twitter
[3] https://seachange.aaas.org/events
[3] https://www.aaas.org/news/electronic-cigarettes-may-set-stage-gum-disease
[3] https://www.aaas.org/news/aaas-ceo-comments-social-unrest-racism-and-inequality

Top URLs in Tweet in G2:
[11] https://www.sciencemag.org/news/2020/05/eye-catching-advances-some-ai-fields-are-not-real
[11] https://www.sciencemag.org/news/2020/05/japan-ends-its-covid-19-state-emergency
[8] https://www.sciencemag.org/news/2020/06/blood-vessel-attack-could-trigger-coronavirus-fatal-second-phase
[6] https://www.sciencemag.org/news/2020/05/no-asteroids-or-volcanoes-needed-ancient-mass-extinction-tied-ozone-loss-warming
[5] https://www.sciencemag.org/news/2020/05/us-lawmakers-unveil-bold-100-billion-plan-remake-nsf
[5] https://www.sciencemag.org/news/2020/05/why-do-some-covid-19-patients-infect-many-others-whereas-most-don-t-spread-virus-all
[4] https://www.sciencemag.org/news/2020/05/how-sweden-wasted-rare-opportunity-study-coronavirus-schools
[4] https://www.sciencemag.org/news/2020/02/paper-non-symptomatic-patient-transmitting-coronavirus-wrong
[4] https://www.sciencemag.org/news/2020/05/shuttered-natural-history-museums-fight-survival-amid-covid-19-heartbreak
[4] https://www.sciencemag.org/news/2020/06/nih-halted-study-unveils-its-massive-analysis-bat-coronaviruses

Top URLs in Tweet in G3:
[4] http://tetsudo-shimbun.com/article/topic/entry-1990.html
[2] https://www.dailymail.co.uk/news/article-8357911/amp/Priest-buries-neck-surrounds-fire.html?__twitter_impression=true
[2] https://kaden.watch.impress.co.jp/docs/news/1255082.html
[2] https://nlab.itmedia.co.jp/nl/articles/2005/28/news123.html
[2] https://twitter.com/i/events/1265957715278311425
[2] https://news.tbs.co.jp/newseye/tbs_newseye3989408.html
[2] https://this.kiji.is/639413517416088673?c=39550187727945729
[2] https://toyokeizai.net/articles/-/352482?utm_source=Twitter&utm_medium=social&utm_campaign=auto
[2] https://www.buzzfeed.com/jp/kimikoshimada/namahamudouseisaiokudayo
[2] https://news.livedoor.com/article/detail/18324261/

Top URLs in Tweet in G4:
[5] http://go.stpf-aaas.org/OE-2020-05-28-Chat-Transformative-Experience_LP-013-Registration-Twitter-o.html
[5] https://www.aaas.org/news/federal-rd-budget-trends-short-summary
[3] https://www.aaas.org/programs/r-d-budget-and-policy/federal-rd-budget-dashboard
[3] https://american-association-for-the-advancement-of-science.ticketbud.com/mini-case-webinar-s-t-policy-during-covid-19
[3] https://twitter.com/JessicaMSoule/status/1265994951290224645
[2] https://twitter.com/aaas/status/1267547532785266689
[2] https://www.state.gov/g7-science-and-technology-ministers-declaration-on-covid-19/#.XtJ4Vnht2dk.twitter
[2] https://twitter.com/hholdenthorp/status/1265711844766949383
[2] https://twitter.com/sciam/status/1267493452092235776
[2] https://www.nationalacademies.org/event/05-27-2020/covid-19-and-the-mission-of-the-us-public-university-a-virtual-town-hall-discussion?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=c7cd3164-399d-4e67-aa9a-9368ff8ee0ba&utm_campaign=General

Top URLs in Tweet in G5:
[2] https://drive.google.com/file/d/15z9Xm0xXNujgmvFlIkb9BIX92hPN0Lmk/view?fbclid=IwAR1Dly6NT_B7J0a63cbcZ1LkVoGEH2mYBsTycbp88N2QdEvCOCs5rsBDSnU
[2] https://www.dw.com/p/3cv1w
[1] https://twitter.com/WatanNews/status/1267598072768577544
[1] https://twitter.com/Sargon_0/status/1264343839189471232
[1] https://twitter.com/whrumor/status/1267450269765378048
[1] https://twitter.com/f_deghaither/status/1267542364156985345
[1] https://twitter.com/saeedalnaji/status/1267220035040313345
[1] https://www.okaz.com.sa/articles/authors/2026288#.XtOekO0Nes4.twitter
[1] https://twitter.com/alkadirana/status/1267442559233769478
[1] https://twitter.com/okaz__opinion/status/1267378834489389056

Top URLs in Tweet in G6:
[2] https://www.sciencemag.org/news/2020/02/another-hiv-vaccine-strategy-fails-large-scale-study
[1] https://www.jnj.com/our-company/backthefrontline

Top URLs in Tweet in G7:
[2] https://www.washingtonpost.com/weather/2020/06/02/scientists-speak-out-against-racial-injustice-discrimination-amid-national-protests/
[1] https://read.amazon.com/kp/embed?asin=B087NW34CY&preview=newtab&linkCode=kpe&ref_=cm_sw_r_kb_dp_XtmPEb0T286GA&reshareId=C2RD90NHK6D0A7TDV1MA&reshareChannel=system
[1] https://www.ametsoc.org/ams/assets/File/aboutams/statements_pdf/StatementRacismInequity.pdf
[1] https://twitter.com/listen2spacepod/status/1267457982608048136
[1] https://twitter.com/theagu/status/1267243901498413056?s=21
[1] https://twitter.com/theagu/status/1267243901498413056
[1] https://twitter.com/svp_vertpaleo/status/1267460976338558978?s=21
[1] https://twitter.com/svp_vertpaleo/status/1267460976338558978
[1] https://twitter.com/sacnas/status/1267584301454946304?s=21
[1] https://twitter.com/sacnas/status/1267584301454946304

Top URLs in Tweet in G8:
[2] https://t1.daumcdn.net/cfile/tistory/99CAE43C5ED6180C26
[1] https://twitter.com/Muzix_ppxyz/status/1266811998626385921
[1] https://twitter.com/blueeveryday_/status/1265818498481053697

Top URLs in Tweet in G9:
[1] https://twitter.com/gablaleska/status/1266236954732945408

Top URLs in Tweet in G10:
[3] https://www.maltaconferencesfoundation.org/newsletters
[2] https://vimeo.com/420097965/e723c3da37
[1] https://twitter.com/gabymuse/status/1266123236129071104
[1] https://twitter.com/joyj69957841/status/1258323856995094533?s=12

Top Domains
Top Domains in Tweet in Entire Graph:
[291] sciencemag.org
[229] twitter.com
[97] aaas.org
[28] zabuu.site
[19] youtube.com
[10] eurekalert.org
[9] stpf-aaas.org
[7] google.com
[7] adp.com
[7] ticketbud.com

Top Domains in Tweet in G1:
[72] sciencemag.org
[50] aaas.org
[29] twitter.com
[7] adp.com
[5] facebook.com
[5] eurekalert.org
[4] faveeo.com
[2] aacr.org
[2] fcld.ly
[2] cccblog.org

Top Domains in Tweet in G2:
[125] sciencemag.org
[35] twitter.com
[10] aaas.org
[4] blogspot.com
[3] instagram.com
[2] tweetedtimes.com
[2] aaas-arise.org
[2] bleedingheartlibertarians.com
[2] systemunknown.com
[1] tier1inc.com

Top Domains in Tweet in G3:
[28] zabuu.site
[18] twitter.com
[6] mottohomete.net
[6] co.jp
[6] livedoor.com
[4] tetsudo-shimbun.com
[3] sade-maso.com
[3] mekepon.com
[3] shindanmaker.com
[2] co.uk

Top Domains in Tweet in G4:
[24] twitter.com
[17] aaas.org
[9] stpf-aaas.org
[3] state.gov
[3] ticketbud.com
[2] nationalacademies.org
[2] ow.ly
[1] nsf.gov
[1] nih.gov
[1] pewrsr.ch

Top Domains in Tweet in G5:
[10] twitter.com
[2] google.com
[2] dw.com
[1] com.sa
[1] cnn.it

Top Domains in Tweet in G6:
[2] sciencemag.org
[1] jnj.com

Top Domains in Tweet in G7:
[9] twitter.com
[2] washingtonpost.com
[1] amazon.com
[1] ametsoc.org
[1] sacnas.org

Top Domains in Tweet in G8:
[2] twitter.com
[2] daumcdn.net

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[3] maltaconferencesfoundation.org
[2] vimeo.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[80] covid19
[59] aaas
[54] blackinnature
[54] science
[46] blackbirdersweek
[44] rt
[34] ai
[30] scipol
[21] scicomm
[18] 駅メモファンアート



Top Hashtags in Tweet in G1:
[55] covid19
[51] blackinnature
[44] rt
[43] blackbirdersweek
[26] ai
[25] science
[17] quantumcomputing
[8] massmediafellow
[7] aaasawards
[7] coronavirus

Top Hashtags in Tweet in G2:
[8] aaas
[6] covid19
[4] coronavirus
[3] covid_19
[3] communistchina
[3] china
[2] covid
[2] european
[2] science
[2] 5yearsofpremam

Top Hashtags in Tweet in G3:
[18] 駅メモファンアート
[10] ブルーインパルス
[6] ほめて箱
[6] 褒めて
[6] homete_taki_aaas
[4] 會津のお散歩
[3] sm診断
[3] めけぽんビンゴ
[3] 0秒でバレる嘘ついてください見た人もやる
[3] shindanmaker

Top Hashtags in Tweet in G4:
[30] scipol
[21] science
[10] policy
[7] covid19
[6] research
[4] scicomm
[4] blm
[4] pandemic
[3] tbt
[3] scipoljobs

Top Hashtags in Tweet in G5:
[8] هيفاء_الطويلعي
[2] نطالب_بمعاقبه_متطاول_اهل_نجران
[2] نجران
[2] شكرا_للقوات_الخاصة_للأمن_البيئي
[2] ضد_السناب_الامني_العنصري
[2] الزواج
[2] السعودية
[2] القصيم
[2] التنبيش
[2] كورونا

Top Hashtags in Tweet in G6:
[2] covid19
[2] jnj
[1] crying
[1] really
[1] backthefrontline
[1] covid
[1] indictfauci
[1] faucilies

Top Hashtags in Tweet in G7:
[1] covid19
[1] blackinstem
[1] blacklivesmatter
[1] truediversity

Top Hashtags in Tweet in G8:
[4] gidle
[3] จุ้ยทปอ
[2] sooshu
[2] minnie
[2] kaja
[2] มินนี่
[2] ลิซ่า
[2] 수진
[1] hoteldelluna
[1] จะทำความรู้จักกับนวลที่มารีทวิต

Top Hashtags in Tweet in G9:
[5] exposedmaringa
[2] exposedlondrina
[1] blacklivesmatter
[1] vidasnegrasimportam

Top Hashtags in Tweet in G10:
[5] sciencediplomacy
[2] maltaix
[1] unavozporlacienciamexicana
[1] onevoiceforthemexicanscience
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[524] aaas
[76] science
[74] fellow
[71] provide
[70] ambassador
[58] media
[58] one
[57] mass
[55] #covid19
[53] voices

Top Words in Tweet in G2:
[302] aaas
[146] science
[40] 19
[39] covid
[33] coronavirus
[19] study
[13] advances
[13] ai
[13] emergency
[12] others

Top Words in Tweet in G3:
[389] taki_aaas
[87] ω
[82] ア
[37] 3
[28] 8
[27] yamato_mochi
[27] tomenasanna
[21] 10
[20] ありがとうございます
[19] ltd_expluna

Top Words in Tweet in G4:
[57] aaas_stpf
[46] science
[45] aaas
[30] policy
[30] #scipol
[30] three
[28] fellows
[27] year
[26] matthourihan
[25] time

Top Words in Tweet in G5:
[129] من
[114] في
[65] على
[31] aaas_ye
[30] أن
[28] و
[23] هو
[23] لا
[23] هذا
[22] عن

Top Words in Tweet in G6:
[8] realdonaldtrump
[7] god
[6] aaas
[5] response
[4] people
[4] let's
[4] george
[4] someone
[4] needs
[4] vaccine

Top Words in Tweet in G7:
[86] aaas
[82] ametsoc
[80] theagu
[38] speaking
[38] hendrattaali
[38] geosociety
[38] nagtgeo
[37] sacnas
[35] capitalweather
[35] scientific

Top Words in Tweet in G8:
[104] ม
[97] น
[73] ก
[62] นน
[51] ค
[37] ด
[34] ซ
[33] อ
[32] าร
[32] ไม

Top Words in Tweet in G9:
[20] não
[16] aaas_______
[16] eu
[10] minha
[10] pra
[9] mais
[9] meninas
[8] só
[8] em
[7] fazer

Top Words in Tweet in G10:
[7] aaas
[6] erc_research
[5] #sciencediplomacy
[5] nature
[4] help
[4] sharing
[4] latamsci
[4] royalsociety
[4] nsf
[4] maxplanckpress

Top Word Pairs
Top Word Pairs in Tweet in G2:
[68] science,aaas
[62] covid,19
[56] eye,catching
[56] catching,advances
[51] advances,ai
[51] ai,fields
[51] fields,science
[51] state,emergency
[51] emergency,science
[51] japan,ends

Top Word Pairs in Tweet in G3:
[128] ア,ア
[39] 8,10
[12] 3,8
[12] 7,8
[12] '゚,'゚
[12] halocynthia,taki_aaas
[12] ありがとうございます,ω
[12] #ほめて箱,#褒めて
[12] #褒めて,#homete_taki_aaas
[11] よっ,ほい

Top Word Pairs in Tweet in G4:
[80] mini,case
[15] science,policy
[14] interested,#scipol
[8] #scipol,branch
[7] branch,apply
[7] apply,skills
[6] skills,knowledge
[6] knowledge,important
[6] important,societal
[6] societal,issues

Top Word Pairs in Tweet in G5:
[17] imx1369,hh_76ii
[15] رجل,الدين
[12] بن,الشيخ
[12] aaas_ye,imx1369
[12] hh_76ii,aaas_ye
[12] aaas_ye,nada9sa
[12] هل,هو
[12] بني,هلال
[12] مبدع,مبدع
[12] مع,القرآن

Top Word Pairs in Tweet in G6:
[12] till,someone
[10] making,industry
[8] realdonaldtrump,secretservice
[6] secretservice,silence
[6] silence,smile
[5] many,problems
[5] let's,begin
[4] george,floyd
[4] footage,rainbow
[4] rainbow,mist

Top Word Pairs in Tweet in G7:
[3] theagu,aaas
[2] aaas,ametsoc
[2] ametsoc,theagu
[2] hendrattaali,geosociety
[2] geosociety,theagu
[2] ametsoc,sacnas
[2] sacnas,nagtgeo
[2] capitalweather,ametsoc
[2] aaas,scientific
[2] scientific,group

Top Word Pairs in Tweet in G8:
[77] ม,นน
[41] น,าร
[38] นน,ก
[38] ล,ซ
[38] ไม,ได
[36] อ,ก
[36] าน,าร
[35] พ,ม
[35] จ,น
[35] ไม,ค

Top Word Pairs in Tweet in G9:
[31] pra,dar
[17] não,sei
[13] não,fez
[11] meninas,passaram
[9] thiagoh42438724,layneduarda
[8] só,queria
[7] queria,essa
[7] essa,quarentena
[6] quarentena,acabasse
[6] acabasse,fazer

Top Word Pairs in Tweet in G10:
[4] help,sharing
[4] sharing,latamsci
[3] latamsci,aaas
[3] aaas,royalsociety
[2] royalsociety,nsf
[2] nsf,maxplanckpress
[2] maxplanckpress,nature
[2] nature,cern
[2] cern,csic
[2] csic,cihr_irsc

Top Replied-To
Top Replied-To in Entire Graph:
@taki_aaas
@___aaas__
@aaas_elm
@aaas_mskt
@____aaas
@z_kodown
@taaa___aaas
@paula_aaas
@tomenasanna
@yamato_mochi

Top Replied-To in G1:
@aaas
@anamitag
@osaptweets
@addisonkstark
@scientistlizec
@cortical_io
@magitisa
@kavliprize
@wudanyan
@solomonrdavid

Top Replied-To in G2:

Top Replied-To in G3:
@taki_aaas
@yamato_mochi
@tomenasanna
@ltd_expluna
@nypr_ekmm
@iyohebi
@kurounagi
@tanueki
@johannes_rail
@ekimemomaru

Top Replied-To in G4:
@aaas
@sudipsparikh
@kate_mkg
@yuval_sapir
@stephmdavis
@melodytantx
@shadesofbgray
@mattkuhndvm
@rogerpielkejr
@rmisla

Top Replied-To in G5:
@aaas_ye
@imx1369
@szx977
@ynwhq
@semiramissemi
@saudilavrov
@nada9sa
@z_alghamdi
@amrtsa
@awter9

Top Replied-To in G6:
@realdonaldtrump
@fawadchaudhry
@we
@usfwspacific
@natgeotravel
@in
@joebiden
@imrankhanpti
@lstewart_books
@that

Top Replied-To in G7:
@hendrattaali
@tessa_m_hill
@capitalweather
@rootbob
@kb_leecaster
@kaseyaderhold

Top Replied-To in G8:
@zero_energyx
@triple__aaas
@minnieismahubby
@ehrahui
@jissonie

Top Replied-To in G9:
@aaas_______
@thiagoh42438724
@layneduarda
@ggabrielvv
@rapharyan_
@pradomaria72
@inndywt

Top Replied-To in G10:
@nasirshaikhshow

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@ametsoc
@theagu
@aaas_stpf
@afro_herper
@geosociety
@nagtgeo
@sacnas
@sciencemagazine
@capitalweather

Top Mentioned in G1:
@aaas
@afro_herper
@sciencemagazine
@aaasmassmedia
@newsfromscience
@anamitag
@mlevitt_np2013
@aaassubaruprize
@kansans4science
@aaas_seachange

Top Mentioned in G2:
@gostosalesbic
@raymond27103745
@ddinze
@maria3927arima
@jay1stnewyorker
@lunamoth

Top Mentioned in G3:
@taki_aaas
@halocynthia
@tanueki
@2mul_
@iworihase
@arufa_faru
@livedoornews
@eki16g_syrup
@kiyosumiz11
@ru_ruru831

Top Mentioned in G4:
@aaas_stpf
@aaas_gr
@aaas
@matthourihan
@jessicamsoule
@scipolguy
@julianjon
@rogerpielkejr
@publicheath

Top Mentioned in G5:
@hh_76ii
@aaas_ye
@awter9
@imx1369
@nada9sa
@mansorz_utaybah
@qootalqloob1
@abtwhaat
@falcon_5555
@s_alwahabi

Top Mentioned in G6:
@potus
@realdonaldtrump
@secretservice
@silence
@smile
@people
@school
@let
@america
@king

Top Mentioned in G7:
@aaas
@ametsoc
@theagu
@geosociety
@nagtgeo
@sacnas
@capitalweather
@hendrattaali
@tessa_m_hill
@maibached

Top Mentioned in G8:
@meowchiato
@triple__aaas
@h3y_jinjin
@pcrppw
@kvousme
@blackpinkwines2
@minnieismahubby
@thecatja
@mnky729_
@g_i_dle

Top Mentioned in G9:
@aaas_______
@layneduarda
@felipeneto
@repiroqueio
@thiagoh42438724
@pegaycruvinel
@gabibizinhaaa
@aalves_beaa
@plmxrina
@natalyaericka

Top Mentioned in G10:
@aaas
@erc_research
@nature
@latamsci
@royalsociety
@nsf
@maxplanckpress
@cern
@csic
@cihr_irsc

Top Tweeters
Top Tweeters in Entire Graph:
@adultbrazil
@blueeveryday_
@thehill
@rosenchild
@rosstell
@saoud_alglow
@ifalcon10
@f_k_t_
@femtech_
@ronaldclarke

Top Tweeters in G1:
@ronaldclarke
@djsiri
@thepowerofmeow
@vievararosel
@elnuevodia
@mwt2008
@darrenculbreath
@tawanda46
@drsanjaypsahoo
@worldcitizenve

Top Tweeters in G2:
@f_k_t_
@hw4nhoon
@alaskarebel
@tchotchkele
@4eyedmonk
@marte_ven1
@_hannanlm
@lunamoth
@anonymiss8
@sprm_25

Top Tweeters in G3:
@karakusa8250
@kyodo_official
@jikasei430
@tobu_i
@johannes_rail
@livedoornews
@itm_nlab
@tanueki
@szja_
@hibikiw

Top Tweeters in G4:
@rosenchild
@hubbucket
@jazzorion
@theatlantic
@thesiliconhill
@brookingsinst
@pewresearch
@ryanmaue
@un
@statedept

Top Tweeters in G5:
@alyaagad
@tahoun71
@ghathami
@starhost111
@3nood_mh
@cnnarabic
@saudinews50
@youasa1
@abusulayman
@gbadkook

Top Tweeters in G6:
@thehill
@people
@bullpup2a
@tvguide
@popsci
@heritage
@dick_nixon
@king
@jerome_corsi
@americamag

Top Tweeters in G7:
@srzjwalters
@sejorg
@geekandahalf
@a_donna
@kb_leecaster
@capitalweather
@asrivkin
@deborahtiempo
@theagu
@sondy

Top Tweeters in G8:
@blueeveryday_
@ployist
@mnky729_
@b920930
@pakjanee
@coffeeorjennie
@lordnuad
@myminiwink
@senorlisa
@taebabytif

Top Tweeters in G9:
@madurecks
@yasorigassa
@diariodeninaa
@repiroqueio
@manusntn
@doarda
@biamalta_
@plmxrina
@chandlermosby
@notvebians

Top Tweeters in G10:
@csmonitor
@drjimmyandbob
@dandrezner
@zekejmiller
@texasinafrica
@xhnews
@physorg_com
@glennkesslerwp
@briandavidearp
@livescience