aaas, Twitter, 3/26/2020 8:30:42 AM, 223750


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aaas_2020-03-25_23-05-48.xlsx
aaas_2020-03-25_23-05-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 26, 2020
Short Description:
aaas via NodeXL https://bit.ly/2UkJtKq
@katyturnbc
@aaas
@perez_myria
@seanbruna
@mikefarb1
@who
@aaas_ye
@karaswisher
@drdanrichman
@naomioreskes

Top hashtags:
#covid19
#coronavirus
#smartnews
#sciengage
#aaasmtg
#science
#rt
#womeninstem
#covidー19
#leshnerfellows

Description:
Description
The graph represents a network of 4,595 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, 26 March 2020 at 06:06 UTC.

The requested start date was Thursday, 26 March 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 2-day, 23-hour, 21-minute period from Monday, 23 March 2020 at 00:35 UTC to Wednesday, 25 March 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 : 4595
Unique Edges : 5319
Edges With Duplicates : 1563
Total Edges : 6882
Number of Edge Types : 4
MentionsInRetweet : 3175
Tweet : 1650
Replies to : 862
Mentions : 1195
Self-Loops : 1650
Reciprocated Vertex Pair Ratio : 0.0319666435024322
Reciprocated Edge Ratio : 0.061952861952862
Connected Components : 1220
Single-Vertex Connected Components : 905
Maximum Vertices in a Connected Component : 2368
Maximum Edges in a Connected Component : 3629
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.646267
Graph Density : 0.000211043121486464
Modularity : 0.648693
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 4,595 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, 26 March 2020 at 06:06 UTC.

The requested start date was Thursday, 26 March 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 2-day, 23-hour, 21-minute period from Monday, 23 March 2020 at 00:35 UTC to Wednesday, 25 March 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:
[762] https://www.sciencemag.org/news/2020/03/i-m-going-keep-pushing-anthony-fauci-tries-make-white-house-listen-facts-pandemic
[294] https://www.sciencemag.org/news/2020/03/who-launches-global-megatrial-four-most-promising-coronavirus-treatments
[54] https://www.sciencemag.org/news/2020/03/can-century-old-tb-vaccine-steel-immune-system-against-new-coronavirus
[32] https://www.sciencemag.org/news/2020/03/new-blood-tests-antibodies-could-show-true-scale-coronavirus-pandemic
[29] https://www.sciencemag.org/news/2020/03/it-s-heartbreaking-labs-are-euthanizing-thousands-mice-response-coronavirus-pandemic
[14] https://threadreaderapp.com/thread/1242178494626279426.html
[12] https://www.sciencemag.org/news/2020/03/new-blood-tests-antibodies-could-show-true-scale-coronavirus-pandemic?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.nytimes.com/2020/03/22/science/daniel-s-greenberg-dead.html
[10] http://www.sciencemag.org/news/2020/03/i
[9] https://twitter.com/aaas/status/1241726342548389888

Top URLs in Tweet in G1:
[7] https://www.sciencemag.org/news/2020/03/i-m-going-keep-pushing-anthony-fauci-tries-make-white-house-listen-facts-pandemic
[1] https://www.sciencemag.org/news/2020/03/new-blood-tests-antibodies-could-show-true-scale-coronavirus-pandemic
[1] https://twitter.com/jsolomonReports/status/1241830850687315970

Top URLs in Tweet in G2:
[631] https://www.sciencemag.org/news/2020/03/i-m-going-keep-pushing-anthony-fauci-tries-make-white-house-listen-facts-pandemic
[99] https://www.sciencemag.org/news/2020/03/who-launches-global-megatrial-four-most-promising-coronavirus-treatments
[38] https://www.sciencemag.org/news/2020/03/can-century-old-tb-vaccine-steel-immune-system-against-new-coronavirus
[21] https://www.sciencemag.org/news/2020/03/new-blood-tests-antibodies-could-show-true-scale-coronavirus-pandemic
[12] https://www.sciencemag.org/news/2020/03/it-s-heartbreaking-labs-are-euthanizing-thousands-mice-response-coronavirus-pandemic
[7] http://tweetedtimes.com/#!/kitson/thought-leaders
[5] https://www.sciencemag.org/news/2020/03/researchers-are-tracking-another-epidemic-too-misinformation
[4] https://www.sciencemag.org/news/2020/03/coronavirus-cases-have-dropped-sharply-south-korea-whats-secret-its-success
[3] https://www.sciencemag.org/news/2020/03/cellphone-tracking-could-help-stem-spread-coronavirus-privacy-price
[3] https://www.sciencemag.org/news/2020/03/standard-coronavirus-test-if-available-works-well-can-new-diagnostics-help-pandemic

Top URLs in Tweet in G3:
[14] https://threadreaderapp.com/thread/1242178494626279426.html
[12] https://www.sciencemag.org/news/2020/03/i-m-going-keep-pushing-anthony-fauci-tries-make-white-house-listen-facts-pandemic
[10] http://www.sciencemag.org/news/2020/03/i
[8] https://www.sciencemag.org/news/2020/03/who-launches-global-megatrial-four-most-promising-coronavirus-treatments
[6] https://www.youtube.com/watch?v=MwGmcz8YQn0&feature=youtu.be

[5] https://meetings.aaas.org/paperless
[4] https://www.aaas.org/news/aaas-and-science-journals-provide-scientific-information-covid-19-worldwide
[4] https://www.nasw.org/article/event_coverage?tid%5B%5D=4499&tid_1=5651
[4] https://www.nasw.org/article/2020-nasw-travel-fellows-experience-aaas
[4] https://meetings.aaas.org/4337-2/

Top URLs in Tweet in G4:
[3] https://www.sciencemag.org/news/2020/03/i-m-going-keep-pushing-anthony-fauci-tries-make-white-house-listen-facts-pandemic

Top URLs in Tweet in G5:
[6] https://www.aaas.org/news/scientists-are-reaching-out-spur-action-covid-19-both-now-and-future
[2] https://www.aaas.org/events/2019-doser-holiday-lecture
[2] http://www.covid19conversations.org/
[1] https://www.aaas.org/membership/member-spotlight/katie-hinde-championing-fun-side-science-through-virtual-animal-games
[1] https://twitter.com/EmoryNews/status/1241050340352503808
[1] https://www.aaas.org/membership/member-spotlight/biology-student-hailey-levi-breaks-science-down-tiktok
[1] http://thispodcastwillkillyou.com/2020/03/23/covid-19-chapter-5-vaccines/
[1] https://twitter.com/tpwky/status/1242073981370413056
[1] https://nepris.com/home/v4
[1] https://members.aaas.org/communities/community-home/digestviewer/viewthread?MessageKey=7245a226-e27e-448b-bb8c-a927d5b9b7b0&CommunityKey=83fd34bc-bdce-4995-9a10-35bef46166e4&tab=digestviewer#bm7245a226-e27e-448b-bb8c-a927d5b9b7b0

Top URLs in Tweet in G6:
[2] https://nikkangecchan.jp/comics/fukurahagi/356
[1] https://appli-maker.jp/analytic_apps/91026/results/290719584
[1] https://zabuu.site/questions/ff0e071863b3102964f8b63b03f287fe
[1] https://zabuu.site/questions/98645a6c282b0275e047ea54ff911d21
[1] https://zabuu.site/questions/a3f7670d090f4a8f8eb82515558f73bd
[1] https://appli-maker.jp/analytic_apps/90932/results/290503048
[1] https://zabuu.site/questions/1138ab126676410e032fe46d74baf0e6
[1] https://zabuu.site/questions/a75bc2684161cc091606a2e21353b1a5
[1] https://zabuu.site/questions/233be7fa66164dff9e123451c1a48d74
[1] https://zabuu.site/questions/d8c6c2545b39a26aecbf5843a7888296

Top URLs in Tweet in G7:
[2] https://twitter.com/ENAD_Alotaibi/status/1241812786239373318
[1] https://twitter.com/aaas_ye/status/1242275696115941378?s=21
[1] https://twitter.com/heekma/status/1098613399804669952?s=21
[1] https://twitter.com/gorgeous_ew/status/1242294774713012224
[1] https://twitter.com/welt/status/1242447350561472515
[1] https://twitter.com/abdullah113438/status/1242445479260106758
[1] https://twitter.com/fealsora/status/1242198067555840000
[1] https://www.fragrancesa.com
[1] https://twitter.com/almaniea3/status/1241150555524870148
[1] https://twitter.com/nowthisnews/status/1241847755041112065

Top URLs in Tweet in G8:
[2] https://www.sciencemag.org/news/2020/03/i-m-going-keep-pushing-anthony-fauci-tries-make-white-house-listen-facts-pandemic
[1] https://www.regulations.gov/searchResults?rpp=25&po=0&s=Docket%2BID%2BNo.%2BEPA-HQ-OA-2018-0259%2C&fp=true&ns=true

Top URLs in Tweet in G9:
[1] https://twitter.com/leoo_oliv/status/1241502901987614721
[1] https://twitter.com/drugsanny/status/1242162027457544199
[1] https://twitter.com/_nicooolee__/status/1241603045869465600
[1] https://twitter.com/rnmeloo/status/1242319042574266368
[1] https://twitter.com/aaas_______/status/1241947557552631811/photo/1
[1] https://twitter.com/nonofrancore/status/1242645673109045248
[1] https://twitter.com/ianbremmer/status/1241730789760552960
[1] https://twitter.com/bomboclaatpics/status/1241222683762671616
[1] https://twitter.com/isa_falias/status/1241897778080616448

Top URLs in Tweet in G10:
[1] https://www.aaas.org/programs/office-government-relations/science-policy-updates
[1] https://twitter.com/julianjon/status/1241120702641692672
[1] https://www.sciencemag.org/news/2020/03/i-m-going-keep-pushing-anthony-fauci-tries-make-white-house-listen-facts-pandemic
[1] http://theconversation.com/coronavirus-how-the-uk-government-is-using-behavioural-science-134097
[1] https://www.aaas.org/programs/science-technology-policy-fellowships/partner-societies-st-policy-fellowships
[1] https://oncallscientists.aaas.org/en
[1] https://www.amacad.org/publication/science-during-crisis/section/2
[1] https://www.aaas.org/news/when-stpf-fellows-become-aaas-fellows-its-time-celebrate-0
[1] https://docs.google.com/document/d/1Y1CCAtWA4PWjwWQBep-ZWer1oBwD2JeAJqCuORd0Sm4/edit?usp=sharing
[1] https://twitter.com/helenbranswell/status/1242804988230938625

Top Domains
Top Domains in Tweet in Entire Graph:
[1346] sciencemag.org
[185] tweetedtimes.com
[123] twitter.com
[55] aaas.org
[14] threadreaderapp.com
[13] nytimes.com
[12] youtube.com
[12] zabuu.site
[11] peing.net
[8] nasw.org

Top Domains in Tweet in G1:
[8] sciencemag.org
[1] twitter.com

Top Domains in Tweet in G2:
[865] sciencemag.org
[175] tweetedtimes.com
[20] twitter.com
[2] knowledgespeak.com
[1] hawaiisciencedigest.net
[1] ajel-news24.net
[1] miamigreenhome.com
[1] ne.jp
[1] entertainmentmedianews.net
[1] uclengins.org

Top Domains in Tweet in G3:
[87] sciencemag.org
[33] twitter.com
[27] aaas.org
[14] threadreaderapp.com
[8] nasw.org
[7] youtube.com
[4] colorado.edu
[3] eurekalert.org
[2] livestorm.co
[2] federalregister.gov

Top Domains in Tweet in G4:
[3] sciencemag.org

Top Domains in Tweet in G5:
[15] aaas.org
[6] twitter.com
[2] washingtonpost.com
[2] youtube.com
[2] religionnews.com
[2] covid19conversations.org
[1] thispodcastwillkillyou.com
[1] nepris.com
[1] urj.org
[1] theguardian.com

Top Domains in Tweet in G6:
[12] zabuu.site
[10] peing.net
[4] twitter.com
[3] appli-maker.jp
[2] twitcasting.tv
[2] shindanmaker.com
[2] nikkangecchan.jp
[1] alu.jp

Top Domains in Tweet in G7:
[14] twitter.com
[1] fragrancesa.com

Top Domains in Tweet in G8:
[2] sciencemag.org
[1] regulations.gov

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

Top Domains in Tweet in G10:
[4] aaas.org
[2] twitter.com
[1] sciencemag.org
[1] theconversation.com
[1] amacad.org
[1] google.com
[1] scipolnetwork.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[145] covid19
[102] coronavirus
[36] smartnews
[33] sciengage
[29] aaasmtg
[27] science
[22] rt
[20] womeninstem
[20] covidー19
[17] leshnerfellows



Top Hashtags in Tweet in G2:
[33] smartnews
[16] covid19
[15] coronavirus
[10] covidー19
[6] fauci
[6] science
[2] coronavirusupdate
[2] drfauci
[2] topstory
[2] covid

Top Hashtags in Tweet in G3:
[58] covid19
[35] coronavirus
[27] aaasmtg
[22] rt
[14] science
[12] colorado
[6] sciencemagarchives
[6] solidarity
[5] covidー19
[5] biodiversity

Top Hashtags in Tweet in G5:
[37] covid19
[30] coronavirus
[22] sciengage
[15] leshnerfellows
[15] womeninstem
[7] scicomm
[7] religious
[6] climatechange
[4] faith
[3] leshnerfellow

Top Hashtags in Tweet in G6:
[10] peing
[10] 質問箱
[4] 駅メモファンアート
[2] 今年度もお世話になりました
[2] 過疎
[2] shindanmaker
[2] 桜
[2] 花
[2] 華
[2] 花見

Top Hashtags in Tweet in G7:
[11] كورونا
[6] تاجيل_الاقساط
[4] ايناس_الحنطي
[4] منع_التجول
[4] فكر_من_جديد
[3] أبطال_الصحة
[3] كلنا_مسؤول
[3] إيطاليا
[2] حضر_استراحات_العيال
[2] كارتون

Top Hashtags in Tweet in G8:
[1] innovacuum
[1] stimalus
[1] slowdrown

Top Hashtags in Tweet in G9:
[3] bbb20
[2] forabolsonaro
[2] bbb202o

Top Hashtags in Tweet in G10:
[9] womaninphysics
[4] scipol
[3] covid19
[3] science
[3] covidー19
[1] coronavirus
[1] nudge
[1] behavioralscience
[1] sciencepolicy
[1] whm2020

Top Words
Top Words in Tweet in Entire Graph:
[1418] Words in Sentiment List#1: Positive
[1115] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[100000] Non-categorized Words
[102533] Total Words
[3250] aaas
[2890] science
[2182] fauci
[1946] pandemic
[1941] going

Top Words in Tweet in G1:
[957] pandemic
[957] science
[957] aaas
[956] going
[956] keep
[956] pushing
[956] '
[956] anthony
[956] fauci
[956] tries

Top Words in Tweet in G2:
[948] aaas
[885] science
[677] pandemic
[660] fauci
[639] anthony
[636] make
[635] listen
[635] facts
[634] keep
[634] white

Top Words in Tweet in G3:
[545] aaas
[361] science
[299] cosweda
[288] thread
[283] scientists
[274] use
[273] american
[272] association
[272] advancement
[271] dear

Top Words in Tweet in G4:
[167] fauci
[157] notably
[157] absent
[157] today
[157] trumpvirus
[157] lie
[157] thon
[157] due
[157] injuries
[157] suffered

Top Words in Tweet in G5:
[37] #covid19
[36] aaas
[30] #coronavirus
[24] ernstkc
[24] anamaporras
[22] #sciengage
[17] examples
[17] more
[16] engageclimate
[16] scientists

Top Words in Tweet in G6:
[181] taki_aaas
[34] ω
[29] ____aaas
[27] ltd_expluna
[20] おはようございます
[19] tanueki
[17] e_ekimemo
[17] y_gx71
[15] ron_tabizuki
[14] _

Top Words in Tweet in G7:
[98] في
[75] من
[48] على
[28] هذا
[26] أن
[21] كل
[19] هذه
[17] لا
[16] الذي
[16] ان

Top Words in Tweet in G8:
[75] fauci
[53] going
[53] keep
[53] pushing
[53] '
[50] karaswisher
[32] comment
[31] btw
[31] hope
[31] reads

Top Words in Tweet in G9:
[34] eu
[16] aaas_______
[15] não
[15] tá
[10] quarentena
[9] minha
[8] só
[8] mas
[8] fazer
[8] uma

Top Words in Tweet in G10:
[32] aaas_stpf
[19] andrea
[17] science
[17] policy
[15] steph_guerra
[12] today
[12] great
[9] spotlighting
[9] #womaninphysics
[9] reporter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2416] science,aaas
[1927] going,keep
[1926] keep,pushing
[1908] anthony,fauci
[1908] pandemic,science
[1894] tries,make
[1893] white,house
[1889] fauci,tries
[1888] make,white
[1887] listen,facts

Top Word Pairs in Tweet in G1:
[957] pandemic,science
[957] science,aaas
[956] going,keep
[956] keep,pushing
[956] pushing,'
[956] ',anthony
[956] anthony,fauci
[956] fauci,tries
[956] tries,make
[956] make,white

Top Word Pairs in Tweet in G2:
[865] science,aaas
[666] pandemic,science
[637] anthony,fauci
[634] white,house
[633] tries,make
[633] listen,facts
[632] going,keep
[632] keep,pushing
[632] make,white
[632] facts,pandemic

Top Word Pairs in Tweet in G3:
[271] aaas,american
[271] american,association
[271] association,advancement
[271] advancement,science
[270] thread,dear
[270] dear,aaas
[269] science,feel
[269] feel,silly
[269] silly,having
[268] cosweda,thread

Top Word Pairs in Tweet in G4:
[157] fauci,notably
[157] notably,absent
[157] absent,today
[157] today,trumpvirus
[157] trumpvirus,lie
[157] lie,thon
[157] thon,due
[157] due,injuries
[157] injuries,suffered
[157] suffered,repeatedly

Top Word Pairs in Tweet in G5:
[15] ways,#sciengage
[14] looking,ways
[14] #sciengage,#covid19
[14] #covid19,few
[14] few,examples
[14] examples,featuring
[14] featuring,#leshnerfellows
[14] #leshnerfellows,ernstkc
[14] first,crocheted
[14] crocheted,#coronavirus

Top Word Pairs in Tweet in G6:
[10] #peing,#質問箱
[7] taki_aaas,おはようございます
[5] tanueki,taki_aaas
[4] _,_
[4] taki_aaas,ありがとうございます
[4] taki_aaas,ω
[4] gg_arabe,taki_aaas
[4] taki_aaas,'゚ω゚
[3] same_san_6285,おはようございます
[2] #今年度もお世話になりました,萌えるおと

Top Word Pairs in Tweet in G7:
[6] للفت,الانتباه
[6] رجال,الدين
[5] nypbmn,judysara_writer
[4] الذي,يعمل
[4] القبض,على
[4] التي,تمر
[4] تمر,بها
[4] رجل,الدين
[4] كافة,القطاعات
[4] أزمة,كورونا

Top Word Pairs in Tweet in G8:
[53] going,keep
[53] keep,pushing
[53] pushing,'
[31] btw,hope
[31] hope,reads
[31] reads,fauci
[31] fauci,way
[31] way,loony
[31] loony,wh
[31] wh,going

Top Word Pairs in Tweet in G9:
[4] nessa,quarentena
[4] minha,vida
[3] eu,tô
[3] eu,não
[2] puxada,nuca
[2] nuca,encaixada
[2] encaixada,coxa
[2] coxa,flay
[2] flay,vc
[2] vc,forte

Top Word Pairs in Tweet in G10:
[11] science,policy
[9] today,spotlighting
[9] spotlighting,#womaninphysics
[9] #womaninphysics,science
[9] policy,reporter
[9] reporter,fyiscipolicy
[9] fyiscipolicy,team
[9] team,andrea
[9] andrea,peterson
[9] peterson,andrea

Top Replied-To
Top Replied-To in Entire Graph:
@taki_aaas
@___aaas__
@____aaas
@ltd_expluna
@cosweda
@tanueki
@y_gx71
@ron_tabizuki
@e_ekimemo
@1256023kisei

Top Replied-To in G3:
@cosweda
@aaas
@aauniversities
@nicolakidsbooks
@aaassubaruprize
@jonas_reminger
@dr_khan
@fromphdtolife
@dceff_org
@purrcival1

Top Replied-To in G5:
@gtsodikova
@washingtonpost
@chemteacher843
@sciqb
@sciwithfriends
@crismonutcop
@tristanfreew1
@aaas_doser
@ddale8
@msnbc

Top Replied-To in G6:
@taki_aaas
@____aaas
@ltd_expluna
@tanueki
@y_gx71
@ron_tabizuki
@e_ekimemo
@1256023kisei
@6me7xb6btsohdmn
@arrow485

Top Replied-To in G7:
@aaas_ye
@badr_mohsen_
@shuj55
@nypbmn
@fayez_101
@enad_alotaibi
@amal610
@wafaajawad01
@c_ii09
@alrwoes

Top Replied-To in G8:
@naomioreskes

Top Replied-To in G9:
@aaas_______
@vinicius_alle
@layneduarda
@_nicooolee__
@alvxaro
@essenciaintima_
@maxricaldes
@flep45
@luanmgpmachad
@thiagoooqz

Top Replied-To in G10:
@steph_guerra
@jaclynasiegel
@kellylsingel
@drvinnyted
@danesamilo
@docfreeride
@alinouriphd
@comscicon
@sarahjoywh

Top Mentioned
Top Mentioned in Entire Graph:
@katyturnbc
@aaas
@cosweda
@mikefarb1
@sciencemagazine
@colinberrymd
@karaswisher
@aaasmeetings
@aaas_stpf
@who

Top Mentioned in G1:
@katyturnbc

Top Mentioned in G2:
@grandrounds4ods

Top Mentioned in G3:
@aaas
@cosweda
@sciencemagazine
@aaasmeetings
@newsfromscience
@who
@nih
@scidip
@setiinstitute
@scihistoryorg

Top Mentioned in G4:
@mikefarb1
@katyturnbc

Top Mentioned in G5:
@aaas
@ernstkc
@anamaporras
@engageclimate
@meetascientist
@mybiotechniques
@wmwuest
@gtsodikova
@tristanfreew1

Top Mentioned in G6:
@taki_aaas
@ltd_expluna
@e_ekimemo
@alu_inc
@kouhiraiwa777
@kakikurage
@c_chocolat_c
@shoppeaberry
@tanueki
@tiipa92

Top Mentioned in G7:
@judysara_writer
@nypbmn
@3nood_mh
@hizam_elqahtani
@muwafig
@moisaudiarabia
@bip_ksa
@kamnapp
@newss_24
@who

Top Mentioned in G8:
@karaswisher
@naomioreskes
@aaas
@fastlerner
@stephaniehorel
@stephanehorel
@katyturnbc
@ncse
@jimantal
@pashulman

Top Mentioned in G9:
@layneduarda
@felipeneto
@aaas_______
@luscas
@craiskc
@bluntrsn
@luanmgpmachad
@dudaasouza680
@maat_win
@lugazarini

Top Mentioned in G10:
@aaas_stpf
@fyiscipolicy
@aip_hq
@steph_guerra
@aaas
@americanacad
@aaas_gr
@drrachaelf
@stephmdavis
@scipolpack

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@sirajs0l
@republikaonline
@threadreaderapp
@evankirstel
@serendipitysays
@derekjohnbryant
@bkindngood
@terribleteacher
@n7irl

Top Tweeters in G1:
@serendipitysays
@n7irl
@kenkircher1
@damonbethea1
@givemepie360
@mayirmamay14
@riskyliberal
@purplegarter1
@linda1746
@tyberzannxxxx

Top Tweeters in G2:
@cas_2050001283
@sirajs0l
@terribleteacher
@rjbailey
@f_k_t_
@esif22
@shankargallery
@drpatfarrell
@jcmarbury
@i4harold

Top Tweeters in G3:
@threadreaderapp
@bkindngood
@drawandstrike
@rmack2x
@femtech_
@mouse458
@nytimes
@wtpatty
@adudefromnowere
@tevet

Top Tweeters in G4:
@castonchris
@suekhi
@henrygalvin88
@kenikewahine78
@audreygarden
@tabruns
@crazycatladyfl
@sapienist
@cindyceemerson
@kjmpalermo

Top Tweeters in G5:
@washingtonpost
@msnbc
@fox13
@luzrocorredor
@dawnbazely
@its_outta_here
@ddale8
@kb_leecaster
@un
@kevinriggle

Top Tweeters in G6:
@doragonsyoten
@scarface0601
@1132_suki_555
@johannes_rail
@yamashin0429
@tanueki
@1256023kisei
@ltd_expluna
@lupopo_cafe
@303nagara

Top Tweeters in G7:
@aljebreen_
@duaa_saud
@drmohamadalhdla
@3nood_mh
@muwafig
@alshammaryfahd1
@saudinews50
@youasa1
@mcgovsa
@meshal_alnami

Top Tweeters in G8:
@grandpooba5440
@thesoulcab
@sfineville
@karaswisher
@jgkoomey
@eatmoreart
@gusmiranda
@stufalk
@gasgebouw
@pasdirtz

Top Tweeters in G9:
@eurenesilva
@lxcarvalho
@raonyphillips
@bruna_meireles3
@lubatv
@pairicha
@lwithp
@novaeskkj
@ricademarre
@luscas

Top Tweeters in G10:
@irlandia
@docfreeride
@thesiliconhill
@drrachaelf
@davidjohnson_27
@sciencecareers
@khoney
@awmannes
@physicstoday
@theofda