aaas, Twitter, 1/14/2021 7:40:57 AM, 245574


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aaas_2021-01-13_23-07-48.xlsx
aaas_2021-01-13_23-07-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
aaas via NodeXL https://bit.ly/3iczBwB
@aaas
@taki_aaas
@dr_past
@do_kinder
@drandrewsk
@judithburstyn
@chemwmn
@kovacsjulie
@aaas_stpf
@aaasmeetings

Top hashtags:
#いがまる生誕祭2021
#sciengage
#scicomm
#science
#covid19
#womeninstem
#お前よくぞそんなもん撮ってたな選手権
#rt
#scipol

Description:
Description
The graph represents a network of 6,781 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, 14 January 2021 at 07:18 UTC.

The requested start date was Thursday, 14 January 2021 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 13-day, 9-hour, 42-minute period from Thursday, 31 December 2020 at 15:10 UTC to Thursday, 14 January 2021 at 00:53 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 : 6781
Unique Edges : 5509
Edges With Duplicates : 12131
Total Edges : 17640
Number of Edge Types : 5
MentionsInRetweet : 5258
Mentions : 3758
Retweet : 3562
Replies to : 2093
Tweet : 2969
Self-Loops : 3057
Reciprocated Vertex Pair Ratio : 0.0412072767364939
Reciprocated Edge Ratio : 0.0791528788881535
Connected Components : 1407
Single-Vertex Connected Components : 616
Maximum Vertices in a Connected Component : 1942
Maximum Edges in a Connected Component : 7024
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.599932
Graph Density : 0.000164327795997754
Modularity : 0.435415
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 6,781 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, 14 January 2021 at 07:18 UTC.

The requested start date was Thursday, 14 January 2021 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 13-day, 9-hour, 42-minute period from Thursday, 31 December 2020 at 15:10 UTC to Thursday, 14 January 2021 at 00:53 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:
[68] https://www.sciencemag.org/news/2021/01/viral-mutations-may-cause-another-very-very-bad-covid-19-wave-scientists-warn
[24] https://www.sciencemag.org/news/2020/12/suspicions-grow-nanoparticles-pfizer-s-covid-19-vaccine-trigger-rare-allergic-reactions
[17] https://twitter.com/aaas/status/1348676083923738637
[16] https://www.sciencemag.org/news/2021/01/new-strategy-fight-world-s-most-potent-poison-passes-first-tests-animals
[14] https://www.sciencemag.org/news/2019/11/deadly-pufferfish-poison-relieves-stress-deadly-pufferfish
[12] https://members.aaas.org/communities/community-home/digestviewer/viewthread?GroupId=2719&MessageKey=6213fb24-ec4f-4dad-a645-70f1b40316c1&CommunityKey=83fd34bc-bdce-4995-9a10-35bef46166e4&tab=digestviewer&ReturnUrl=/communities/community-home/digestviewer%3Fcommunitykey%3D83fd34bc-bdce-4995-9a10-35bef46166e4%26tab%3Ddigestviewer
[10] https://www.sciencemag.org/news/2021/01/us-law-sets-stage-boost-artificial-intelligence-research
[9] https://www.sciencemag.org/news/2021/01/public-use-nazi-salute-rocks-archaeology-conference
[9] https://www.sciencemag.org/news/2020/12/it-s-crazy-upbeat-covid-19-vaccine-news-china-and-uk-leave-scientists-wanting-more
[9] https://www.sciencemag.org/news/2021/01/power-shift-senate-could-bring-major-changes-us-science-and-climate-policy

Top URLs in Tweet in G1:
[1] http://bpnavi.jp/s/kuji/pc/medias/show_by_key/doubutsuno_mori3-2-07?ats=16102726499534212
[1] https://twitter.com/sd_bt/status/1345144054070198273
[1] https://twitter.com/kabewomirumomo/status/1346359260855242753
[1] https://twitter.com/toppokki_0613/status/1346832618302574594
[1] https://twitter.com/hikakin/status/1348562143948361729
[1] https://totoraj930.github.io/10sec
[1] https://twitter.com/refrijinator/status/1348321479314841601
[1] https://bit.ly/3aGlZrY

Top URLs in Tweet in G2:
[12] https://members.aaas.org/communities/community-home/digestviewer/viewthread?GroupId=2719&MessageKey=6213fb24-ec4f-4dad-a645-70f1b40316c1&CommunityKey=83fd34bc-bdce-4995-9a10-35bef46166e4&tab=digestviewer&ReturnUrl=/communities/community-home/digestviewer%3Fcommunitykey%3D83fd34bc-bdce-4995-9a10-35bef46166e4%26tab%3Ddigestviewer
[7] https://www.sciencemag.org/news/2021/01/power-shift-senate-could-bring-major-changes-us-science-and-climate-policy
[6] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=0097f8b0-d7fc-4ca4-a65d-8e1424c01e16&ccId=19000101_000001&jobId=382267&lang=en_US&source=CC4
[6] https://twitter.com/aaas/status/1339963669493518340
[5] https://massmediafellowship.aaas.org/
[4] http://www.aaas.org/community
[3] https://www.aaas.org/fellowships/mass-media/apply
[3] https://www.sciencepolicyjournal.org/events/science-the-endless-frontier-policy-webinar-series
[3] https://aaas.zoom.us/webinar/register/WN_wP2WTMfMQNGuxOzVUwF-kg
[3] https://www.aaas.org/membership/member-spotlight/aaas-ifthen-ambassador-dana-bolles-looks-future-space-communication

Top URLs in Tweet in G3:
[27] https://www.sciencemag.org/news/2021/01/viral-mutations-may-cause-another-very-very-bad-covid-19-wave-scientists-warn
[15] https://www.sciencemag.org/news/2020/12/suspicions-grow-nanoparticles-pfizer-s-covid-19-vaccine-trigger-rare-allergic-reactions
[7] https://www.sciencemag.org/news/2020/12/it-s-crazy-upbeat-covid-19-vaccine-news-china-and-uk-leave-scientists-wanting-more
[6] https://www.sciencemag.org/news/2021/01/public-use-nazi-salute-rocks-archaeology-conference
[6] https://peing.net/ja/ri_aaas?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[5] https://www.sciencemag.org/news/2021/01/incredible-gene-editing-result-mice-inspires-plans-treat-premature-aging-syndrome
[4] https://www.sciencemag.org/news/2020/12/mutant-coronavirus-united-kingdom-sets-alarms-its-importance-remains-unclear
[3] https://myemail.constantcontact.com/subject.html?soid=1118401205886&aid=wzS6LDI_69Y
[3] https://www.sciencemag.org/news/2021/01/new-strategy-fight-world-s-most-potent-poison-passes-first-tests-animals
[3] https://twitter.com/aaas/status/1347317112323403778

Top URLs in Tweet in G5:
[2] https://books.google.com.sa/books?id=uZTwDwAAQBAJ&pg=PT103&lpg=PT103&dq=%D8%A7%D8%AD%D9%85%D8%AF+%D8%A8%D9%86+%D8%AE%D9%84%D9%81+%D8%A8%D9%86+%D8%B3%D9%84%D9%8A%D9%85%D8%A7%D9%86+%D8%A7%D9%84%D8%A8%D9%84%D9%88%D9%8A++%D8%A7%D9%84%D8%A7%D8%B4%D8%A8%D9%8A%D9%84%D9%8A&source=bl&ots=kzQ3dKf3n5&sig=ACfU3U17YMp4fIIaQkgY8_1teJyrWtavoQ&hl=ar&sa=X&ved=2ahUKEwi8h7nQ0JfuAhXCyqQKHQ5nDCwQ6AEwCXoECAoQAQ
[1] https://aawsat.com/home/article/2723741/%D8%AA%D9%88%D9%81%D9%8A%D9%82-%D8%A7%D9%84%D8%B3%D9%8A%D9%81/%D8%AF%D8%B9%D9%88%D8%A9-%D9%84%D9%85%D8%B1%D8%A7%D8%AC%D8%B9%D8%A9-%D9%85%D9%81%D9%87%D9%88%D9%85-%D8%A7%D9%84%D8%A3%D9%85%D8%A9-%D9%80-%D8%A7%D9%84%D9%82%D9%88%D9%85%D9%8A%D8%A9-%D9%80-%D8%A7%D9%84%D9%88%D8%B7%D9%86%D9%8A%D8%A9

Top URLs in Tweet in G6:
[1] https://www.aaas.org/events/2020-aaas-charles-valentine-riley-memorial-lecture-dr-evan-h-delucia
[1] https://www.aaas.org/programs/epi-center/internet-voting-letter
[1] https://twitter.com/aaas/status/1346494012186894348
[1] https://www.aaas.org/events/election-security-lessons-learned-2020
[1] https://www.csis.org/events/online-event-resetting-priorities-scientific-research-america?utm_source=CSIS+All&utm_campaign=a2a5144312-EMAIL_CAMPAIGN_2020_05_04_04_32_COPY_01&utm_medium=email&utm_term=0_f326fc46b6-a2a5144312-189939825
[1] https://aaas.confex.com/aaas/2021/meetingapp.cgi/Paper/27809

Top URLs in Tweet in G7:
[5] https://www.sciencemag.org/news/2020/05/fact-checking-judy-mikovits-controversial-virologist-attacking-anthony-fauci-viral
[1] https://swky.co/fv9CbH
[1] https://www.aaas.org/person/e-william-colglazier
[1] https://www.wsj.com/articles/science-uncertainty-and-pandemic-response-11602887080

Top URLs in Tweet in G8:
[1] https://twitter.com/danielskatz/status/1349449833095065609
[1] https://www.apa.org/topics/news-coverage-children?utm_source=twitter&utm_medium=social&utm_campaign=apa-parenting&utm_content=news-coverage-children

Top URLs in Tweet in G9:
[4] http://fanhs-national.org/filam/
[2] https://seachangeinstitute.aaas.org/local/catalog/view/product.php?productid=3
[2] https://aaas-iuse.org/wp-content/uploads/2020/12/Writing-Research-and-Evaluation-Plans-in-an-NSF-Grant_Kavita-Mittapalli.pdf
[1] https://twitter.com/kevinnadal/status/1349227162231070720
[1] https://twitter.com/fanhs_national/status/1344300811753549824
[1] https://twitter.com/sciencemagazine/status/1339210522063986689?s=21
[1] https://www.youtube.com/watch?v=hTv0n-KAMPM&feature=youtu.be

[1] https://mailchi.mp/aaas.org/httpsaaas-ariseorgp4702previewtrue-6477467
[1] https://nmaahc.si.edu/learn/students/through-window-and-mirror-narratives-african-american-stem-professionals
[1] https://www.aaas-iuse.org/proposal-preparation-toolkit/

Top URLs in Tweet in G10:
[3] https://sciencereligiondialogue.org/resources/humans-and-race/
[3] https://www.holytrinitychapelhill.org/post/a-sermon-for-the-epiphany
[1] https://religionnews.com/2020/11/20/faith-leaders-can-help-end-covid-19-pandemic-by-promoting-vaccination/
[1] https://www.wired.com/story/2020-was-a-breakout-year-for-crispr/
[1] https://www.sciencemag.org/news/2019/12/rude-paper-reviews-are-pervasive-and-sometimes-harmful-study-finds
[1] https://www.aaas.org/programs/dialogue-science-ethics-and-religion/profiles-science-engagement-faith-communities
[1] https://www.aaas.org/programs/dialogue-science-ethics-and-religion/resources-engaging-scientists-project
[1] https://dailynexus.com/2020-11-13/the-scientists-declassified-guide-to-talking-about-climate-change/
[1] https://twitter.com/aaas_doser/status/1346184784142348288
[1] https://www.youtube.com/watch?v=em-ZoimBo1k&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[445] sciencemag.org
[317] twitter.com
[145] aaas.org
[22] youtube.com
[17] confex.com
[16] co.jp
[13] peing.net
[12] livedoor.com
[11] fcld.ly
[11] zoom.us

Top Domains in Tweet in G1:
[31] twitter.com
[12] livedoor.com
[10] zabuu.site
[10] co.jp
[7] shindanmaker.com
[7] peing.net
[7] or.jp
[5] 4ndan.com
[4] bpnavi.jp
[3] instagram.com

Top Domains in Tweet in G2:
[99] aaas.org
[75] sciencemag.org
[61] twitter.com
[14] confex.com
[11] fcld.ly
[11] adp.com
[9] zoom.us
[8] sciencepolicyjournal.org
[7] eurekalert.org
[4] sbfprize.org

Top Domains in Tweet in G3:
[167] sciencemag.org
[101] twitter.com
[11] aaas.org
[6] peing.net
[6] linkedin.com
[3] constantcontact.com
[3] slideshare.net
[2] mit.edu
[2] theislandnow.com
[2] pressrelease.cc

Top Domains in Tweet in G5:
[15] twitter.com
[7] youtube.com
[2] com.sa
[2] dw.com
[2] saudiemp.com
[1] gov.sa
[1] shr.lc
[1] alyaum.com
[1] facebook.com
[1] hawramani.com

Top Domains in Tweet in G6:
[3] aaas.org
[2] co.uk
[1] indianexpress.com
[1] gov.au
[1] theguardian.com
[1] nytimes.com
[1] editage.com
[1] linkedin.com
[1] twitter.com
[1] csis.org

Top Domains in Tweet in G7:
[5] sciencemag.org
[1] swky.co
[1] aaas.org
[1] wsj.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] apa.org

Top Domains in Tweet in G9:
[7] twitter.com
[4] fanhs-national.org
[3] mailchi.mp
[3] aaas-iuse.org
[2] si.edu
[2] insidehighered.com
[2] aaas.org
[1] bizzabo.com
[1] spie.org
[1] sreb.org

Top Domains in Tweet in G10:
[4] aaas.org
[3] sciencereligiondialogue.org
[3] holytrinitychapelhill.org
[2] twitter.com
[1] religionnews.com
[1] wired.com
[1] sciencemag.org
[1] dailynexus.com
[1] youtube.com
[1] scienceforthechurch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[85] いがまる生誕祭2021
[79] sciengage
[75] scicomm
[72] science
[71] covid19
[68] womeninstem
[60] お前よくぞそんなもん撮ってたな選手権
[60] rt
[40] scipol
[39] aaasmtg



Top Hashtags in Tweet in G1:
[85] いがまる生誕祭2021
[60] お前よくぞそんなもん撮ってたな選手権
[19] 鉄腕dash
[9] モルモット
[8] 駅メモファンアート
[8] 柴犬
[8] モルカー
[7] shindanmaker
[6] 鉄腕ダッシュ
[6] 我ぜ家のねこ自慢

Top Hashtags in Tweet in G2:
[76] sciengage
[67] scicomm
[64] womeninstem
[60] rt
[43] covid19
[39] scipol
[33] aaasmtg
[27] science
[22] womeninscience
[19] aaas

Top Hashtags in Tweet in G3:
[6] ifthenshecan
[4] science
[3] aaas
[3] 質問箱
[3] 匿名質問募集中
[3] 質問箱
[3] 圿名質問å‹ÿ集中
[3] 科学の方法
[2] dancedancerevolution
[2] ddr

Top Hashtags in Tweet in G4:
[13] ssc_cgl19_t2_quick_result
[9] ssc_cgl19_t3_result_date

Top Hashtags in Tweet in G5:
[8] اغلاق_المحلات_وقت_الصلاة
[7] ø§ù„ùù†ùˆù†_ø§ù„øµø®ø±ùšø©
[7] الفنون_الصخرية
[6] saudiarabia
[5] الاندلس
[5] السعودية
[5] المدينة_المنورة
[4] بلي
[4] ø§ù„ø³ø¹ùˆø¯ùšø©
[4] جدة

Top Hashtags in Tweet in G6:
[5] metoo
[4] sdg5
[3] metoomovement
[3] womeninscience
[3] developmentcorridors
[2] womeninstem
[2] sdgs
[2] sdg8
[2] sdg16
[2] metooera

Top Hashtags in Tweet in G8:
[1] climatechange

Top Hashtags in Tweet in G9:
[4] filipinoamericanhistory
[3] faculty
[3] ijcai2020
[2] diversity
[2] womeninstem
[2] dber
[1] stem
[1] aip_teamup
[1] science
[1] sciengage

Top Hashtags in Tweet in G10:
[4] scicomm
[3] science
[3] epiphany
[3] faithandscience
[2] race
[2] history
[2] anthropologyofrace
[2] climate
[1] faith
[1] vaccine

Top Words
Top Words in Tweet in Entire Graph:
[6711] ø
[5297] ù
[3073] aaas
[2637] ãƒ
[1624] æ
[1147] ç
[952] ÿã
[949] ϋ
[918] ka
[883] science

Top Words in Tweet in G1:
[1996] ãƒ
[1280] æ
[912] ç
[831] ϋ
[830] ÿã
[763] ªã
[561] šã
[405] ˆã
[372] taki_aaas
[198] žã

Top Words in Tweet in G2:
[564] aaas
[200] science
[156] join
[113] year
[109] more
[103] program
[99] policy
[99] nsf
[86] scientists
[86] help

Top Words in Tweet in G3:
[641] aaas
[202] science
[74] covid
[74] 19
[60] very
[45] scientists
[35] ø
[30] another
[30] mutations
[29] vaccine

Top Words in Tweet in G4:
[913] ka
[459] aaas
[458] 2021
[458] fighting
[458] result
[458] cgl
[458] 2019
[458] tier
[458] dv
[458] toh

Top Words in Tweet in G5:
[5053] ø
[3976] ù
[370] ùšø
[309] ùˆø
[249] ùš
[225] ùˆù
[213] ùšù
[177] øªø
[161] من
[143] øªù

Top Words in Tweet in G6:
[40] ukri_ceo
[35] jeremyfarrar
[35] universitiesuk
[33] do_kinder
[31] 1752group
[29] sadiqkhan
[29] researchbysave
[29] forsymp
[29] dohadebates
[27] bulliescampaign

Top Words in Tweet in G7:
[38] joebiden
[35] aaas
[26] transition46
[26] jack
[26] pakpmo
[23] roysocchem
[22] drbiden
[20] iupac
[19] abzayed
[18] dr_past

Top Words in Tweet in G8:
[10] aas_office
[10] theagu
[10] ametsoc
[10] aaas
[9] ipcc_ch
[9] allergyasthmahq
[9] ameracadpeds
[9] aavonline
[9] amerchemsociety
[9] acpm_hq

Top Words in Tweet in G9:
[19] black
[19] aaas
[15] nmaahc
[15] stem
[12] mirror
[12] quincykbrown
[11] proud
[11] part
[11] œthrough
[11] mirrorâ

Top Words in Tweet in G10:
[26] aaas_doser
[15] germy224
[15] sci4thechurch
[14] impacts
[13] rns
[13] boorish
[13] reviewer
[13] comments
[13] serious
[13] negative

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2705] ø,ø
[2502] ø,ù
[2258] ù,ø
[1608] ù,ù
[1376] ãƒ,ãƒ
[464] aaas,pass
[458] 2021,fighting
[458] fighting,result
[458] result,cgl
[458] cgl,2019

Top Word Pairs in Tweet in G1:
[1006] ãƒ,ãƒ
[169] æ,æ
[121] ÿï,ÿï
[120] ϋ,؋
[107] æ,ÿã
[103] æ,ç
[101] æ,œã
[93] œã,ªã
[90] ç,ç
[83] ãƒ,æ

Top Word Pairs in Tweet in G2:
[60] #rt,aaas
[58] 60,000
[58] loreal,unesco
[58] unesco,4womeninscience
[56] each,year
[56] 4womeninscience,program
[56] program,awards
[56] awards,60
[56] 000,grants
[56] grants,five

Top Word Pairs in Tweet in G3:
[170] science,aaas
[73] covid,19
[28] 19,vaccine
[28] very,very
[27] viral,mutations
[27] mutations,cause
[27] cause,another
[27] another,very
[27] 19,wave
[27] wave,scientists

Top Word Pairs in Tweet in G4:
[458] 2021,fighting
[458] fighting,result
[458] result,cgl
[458] cgl,2019
[458] 2019,tier
[458] tier,dv
[458] dv,ka
[458] ka,toh
[458] toh,aaas
[458] aaas,pass

Top Word Pairs in Tweet in G5:
[2000] ø,ø
[1928] ø,ù
[1745] ù,ø
[1260] ù,ù
[186] ø,ùšø
[144] ùšø,ø
[135] ùš,ø
[119] ù,ùš
[118] ùˆø,ø
[118] ùˆø,ù

Top Word Pairs in Tweet in G6:
[29] forsymp,dohadebates
[28] 1752group,sadiqkhan
[28] researchbysave,forsymp
[27] ukri_ceo,universitiesuk
[26] sadiqkhan,bulliescampaign
[26] bulliescampaign,researchbysave
[25] jeremyfarrar,ukri_ceo
[25] universitiesuk,1752group
[22] do_kinder,jeremyfarrar
[14] dohadebates,thepeo

Top Word Pairs in Tweet in G7:
[14] joebiden,johnkerry
[14] pakpmo,abzayed
[11] joebiden,transition46
[10] dr_past,joebiden
[10] drbiden,transition46
[10] aaas,iupac
[9] lisamonaco,kristenclarkejd
[8] joebiden,drbiden
[7] iupac,aaas
[7] judy,mikovits

Top Word Pairs in Tweet in G8:
[9] allergyasthmahq,ameracadpeds
[9] ameracadpeds,aaas
[9] aaas,aavonline
[9] aavonline,aas_office
[9] aas_office,amerchemsociety
[9] amerchemsociety,acpm_hq
[9] acpm_hq,theagu
[9] theagu,aibsbiology
[9] aibsbiology,aip_publishing
[9] aip_publishing,lungassociation

Top Word Pairs in Tweet in G9:
[11] proud,part
[11] part,œthrough
[11] œthrough,mirror
[11] mirror,mirrorâ
[11] mirrorâ,nmaahc
[11] nmaahc,highlighting
[11] highlighting,black
[11] black,excellence
[11] excellence,stem
[10] quincykbrown,proud

Top Word Pairs in Tweet in G10:
[13] boorish,reviewer
[13] reviewer,comments
[13] comments,serious
[13] serious,negative
[13] negative,impacts
[13] impacts,especially
[13] especially,authors
[13] authors,belonging
[13] belonging,marginalized
[13] marginalized,groups

Top Replied-To
Top Replied-To in Entire Graph:
@taki_aaas
@spacemanvipex
@aaas_ye
@suzu_ekm
@arrow485
@tomenasanna
@touketsu_sta
@tag_aaas
@paula_aaas
@aaas

Top Replied-To in G1:
@taki_aaas
@spacemanvipex
@suzu_ekm
@arrow485
@tomenasanna
@touketsu_sta
@tanueki
@ron_tabizuki
@ekimemomaru
@gcbgm

Top Replied-To in G2:
@aaas
@davidcayj
@may_gun
@margagual
@maibached
@ike_irby
@davelogpt
@doctor_dirt
@just1change
@scipolgrouphtx

Top Replied-To in G3:

Top Replied-To in G4:
@hansrajmeena

Top Replied-To in G5:
@aaas_ye
@nw2isk0yc1w6rlw
@arabianboy44
@sufian946
@hizam_elqahtani
@xo__70
@rockartabuk
@mohsen055
@rororiro3
@tinydamii

Top Replied-To in G6:
@braincures
@jeremyfarrar
@drumeshprabhu
@nihdirector

Top Replied-To in G7:
@joebiden
@worldoil
@hrhpsauds
@thenaeng
@iomchief
@natureneuro
@absomarvilla
@dee_kay001
@natsokdorje
@karlauer3

Top Replied-To in G8:
@ipcc_ch
@drandrewsk

Top Replied-To in G9:
@ryanaboyd
@quincykbrown
@forcommunities
@chronicle
@crulge
@blkincomputing
@sciencecareers

Top Replied-To in G10:
@sci4thechurch
@skyy_mal
@meprillaman
@fleerackersa
@rodneycaston
@ryantscott
@faradaychurches
@sdalexander2

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@sachinm88010723
@anandadi007
@aaas_stpf
@nsf
@chemwmn
@loreal
@4womeninscience
@unesco
@matthourihan

Top Mentioned in G1:
@taki_aaas
@1256023kisei
@ekimemomaru
@arrow485
@spacemanvipex
@aizuno_7392
@tanueki
@kamosio157
@shinukosub
@nauti_st

Top Mentioned in G2:
@aaas
@aaas_stpf
@nsf
@loreal
@unesco
@4womeninscience
@matthourihan
@sciencemagazine
@aaas_gr
@scipoljournal

Top Mentioned in G3:
@mdtannen
@malaaqa2020
@okstateiem
@asl__aaas

Top Mentioned in G4:
@sachinm88010723
@anandadi007
@netravarun
@saurabh44287090
@narendramodi
@poojasi80216845
@dhananjaydecent
@yashmeghwal
@drjitendrasingh
@ramosirofficial

Top Mentioned in G5:
@aaas_ye
@luis_alfares
@rajolminal3arab
@ashri_hosni
@alrrsheed
@hizam_elqahtani
@rockartabuk
@emoroor
@salamalwail

Top Mentioned in G6:
@ukri_ceo
@universitiesuk
@do_kinder
@jeremyfarrar
@1752group
@sadiqkhan
@researchbysave
@forsymp
@dohadebates
@bulliescampaign

Top Mentioned in G7:
@aaas
@joebiden
@transition46
@jack
@pakpmo
@roysocchem
@drbiden
@iupac
@abzayed
@dr_past

Top Mentioned in G8:
@aas_office
@theagu
@ametsoc
@aaas
@allergyasthmahq
@ameracadpeds
@aavonline
@amerchemsociety
@acpm_hq
@aibsbiology

Top Mentioned in G9:
@nmaahc
@aaas
@quincykbrown
@aaas_seachange
@kavitamna
@blackinneuro
@hgse
@fanhs_national
@nsf

Top Mentioned in G10:
@aaas_doser
@germy224
@rns
@ricerplp
@biologosorg
@drkillgrove
@blueprint1543
@upperhouseuw
@aaas
@hopkinsmedicine

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@famima_reply
@cas_2050001283
@famima_now
@jornalistavitor
@ichibankuji
@jondknight
@femtech_
@taengnimm
@lizditz

Top Tweeters in G1:
@ichibankuji
@yorozuna
@showgunn
@koshian
@nhk_news
@mizuki_05
@ginineko
@gure595
@hidelcondorpasa
@a_w0_1

Top Tweeters in G2:
@jornalistavitor
@jondknight
@femtech_
@sueleugers
@cnbsnana
@suekhi
@viralvideovlogs
@amazingchevvolt
@sydnets
@shyduroff

Top Tweeters in G3:
@cas_2050001283
@f_k_t_
@drpatfarrell
@yvespdb
@envinyon
@astronomikal1
@ms_msmarshas
@buppa0112
@932jp
@pressrelease_cc

Top Tweeters in G4:
@praphulsinghmuz
@narendramodi
@sauravk47643666
@sonukum48156807
@niwas1515
@drjitendrasingh
@ashishp56386203
@bhawarenisha
@dhananjaydecent
@mohitsi00549404

Top Tweeters in G5:
@s_hm2030
@iraqsurveys
@spagov
@saudinews50
@bald_adnan
@arkadco
@ashri_hosni
@gbadkook
@emoroor
@dw_arabic

Top Tweeters in G6:
@googleexpertuk
@drumeshprabhu
@academicchatter
@4americankat
@wendyeslater
@raphiellej
@rossthomson26
@emweeklyrpt
@kejames
@berlingske

Top Tweeters in G7:
@reuters
@nytimes
@alarabiya_eng
@forbes
@wef
@hrw
@un
@larryelder
@adb_hq
@absomarvilla

Top Tweeters in G8:
@healthyamerica1
@oupacademic
@eurogeosciences
@asihcopeia
@royalsociety
@amermedicalassn
@nacchoalerts
@aip_publishing
@springernature
@asmicrobiology

Top Tweeters in G9:
@cato_of_utica
@needhibhalla
@drrubidium
@jerrylmaine
@pragmaticmom
@ryanaboyd
@devin_eleven
@khaliabraswell
@crulge
@chronicle

Top Tweeters in G10:
@michaelemann
@wired
@diversityup
@rns
@drkillgrove
@rodneycaston
@hopkinsmedicine
@mcleish_t
@ivpress
@anthrofuentes