aaas, Twitter, 12/18/2020 9:41:53 PM, 243660


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aaas_2020-12-17_23-07-49.xlsx
aaas_2020-12-17_23-07-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 18, 2020
Short Description:
aaas via NodeXL https://bit.ly/2KBrFIA
@aaas
@aaas_gr
@aaas_doser
@dr_past
@aaas_stpf
@do_kinder
@cuboulder
@thenasem
@aaasepicenter
@utaustin

Top hashtags:
#᷂أساطير_للريتويت
#stophr1044
#᷂أساطير_ًللرتويت
#housebanschinese
#academichalt
#hr1044

Description:
Description
The graph represents a network of 3,776 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 Friday, 18 December 2020 at 07:15 UTC.

The requested start date was Thursday, 17 December 2020 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 6-day, 8-hour, 9-minute period from Thursday, 10 December 2020 at 16:49 UTC to Thursday, 17 December 2020 at 00:58 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 : 3776
Unique Edges : 5593
Edges With Duplicates : 14306
Total Edges : 19899
Number of Edge Types : 5
Tweet : 1081
Replies to : 4170
Mentions : 8612
MentionsInRetweet : 4005
Retweet : 2031
Self-Loops : 1109
Reciprocated Vertex Pair Ratio : 0.0635800876966727
Reciprocated Edge Ratio : 0.119558627379653
Connected Components : 784
Single-Vertex Connected Components : 358
Maximum Vertices in a Connected Component : 1680
Maximum Edges in a Connected Component : 16226
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.993442
Graph Density : 0.000578558199573465
Modularity : 0.366853
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,776 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 Friday, 18 December 2020 at 07:15 UTC.

The requested start date was Thursday, 17 December 2020 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 6-day, 8-hour, 9-minute period from Thursday, 10 December 2020 at 16:49 UTC to Thursday, 17 December 2020 at 00:58 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:
[72] https://www.sciencemag.org/news/2020/12/mexico-s-coronavirus-czar-faces-criticism-covid-19-surges
[19] https://music-book.jp/video/news/news/551441
[15] https://www.aaas.org/events/election-security-lessons-learned-2020
[15] https://www.sciencemag.org/news/2020/12/human-stuff-now-outweighs-all-life-earth
[14] https://www.youtube.com/watch?v=Z7itI1ZB17M&feature=youtu.be

[10] https://www.sciencemag.org/news/2020/12/protein-found-fingertip-capsules-may-be-critical-our-sense-touch
[10] https://www.supallofus.org/wp-content/uploads/2020/03/CRS-Report-The-Employment-Based-Immigration-Backlog.pdf
[10] https://twitter.com/supallofus/status/1335410820000350213?s=20
[9] https://twitter.com/aaas_doser/status/1337426969504456707
[9] https://www.youtube.com/watch?v=-jqWcyx7Mcc&t=1s


Top URLs in Tweet in G1:
[15] https://www.aaas.org/events/election-security-lessons-learned-2020
[9] https://twitter.com/aaas_doser/status/1337426969504456707
[7] https://members.aaas.org/communities/community-home/digestviewer/viewthread?GroupId=2719&MessageKey=3f5c5f39-730b-4ef6-b760-0fb9b473450a&CommunityKey=83fd34bc-bdce-4995-9a10-35bef46166e4&tab=digestviewer&ReturnUrl=/communities/community-home/digestviewer%3Fcommunitykey%3D83fd34bc-bdce-4995-9a10-35bef46166e4%26tab%3Ddigestviewer
[6] https://news.wsu.edu/2020/12/10/tasmanian-devils-may-survive-pandemic/
[6] https://science.sciencemag.org/content/370/6522/eabb9772
[6] https://science.sciencemag.org/content/370/6522/1274?utm_campaign=toc_sci-mag_2020-12-10&et_rid=35098333&et_cid=3593354
[5] https://members.aaas.org/communities/community-home/digestviewer/viewthread?GroupId=5503&MessageKey=700a5de1-b29d-4527-a37e-bb7f6ef100ae&CommunityKey=10ff25ae-d839-4cff-a1d6-c520e512f24d&tab=digestviewer&ReturnUrl=/communities/community-home/digestviewer%3FCommunityKey%3D10ff25ae-d839-4cff-a1d6-c520e512f24d%26%3Ftab%3Ddigestviewer%26SuccessMsg%3DThank%2Byou%2Bfor%2Bsubmitting%2Byour%2Bmessage
[4] https://www.sciencemag.org/news/2019/12/what-love-it-depends-which-language-you-speak?utm_campaign=ACohen&utm_source=AAAS&utm_medium=Twitter
[4] https://sciencereligiondialogue.org/resources/humans-and-race/
[4] https://www.youtube.com/watch?v=TRzusl6hVQs&feature=youtu.be


Top URLs in Tweet in G2:
[14] https://www.youtube.com/watch?v=Z7itI1ZB17M&feature=youtu.be

[10] https://twitter.com/supallofus/status/1335410820000350213?s=20
[10] https://www.supallofus.org/wp-content/uploads/2020/03/CRS-Report-The-Employment-Based-Immigration-Backlog.pdf
[9] https://www.youtube.com/watch?v=-jqWcyx7Mcc&t=1s

[7] https://twitter.com/supallofus/status/1336003639152758786?s=20
[7] https://www.supallofus.org/oppositions-to-s386-hr1044/
[6] https://twitter.com/supallofus/status/1311468211431501829?s=20
[4] https://cis.org/sites/default/files/2020-03/CRS-Report-The-Employment-Based-Immigration-Backlog.pdf
[4] https://twitter.com/supallofus/status/1292909394909372416?s=20
[4] https://www.supallofus.org/2020/03/26/crs-report-on-the-employment-based-immigration-backlog/

Top URLs in Tweet in G3:
[19] https://www.sciencemag.org/news/2020/12/mexico-s-coronavirus-czar-faces-criticism-covid-19-surges
[6] https://www.sciencemag.org/news/2020/12/human-stuff-now-outweighs-all-life-earth
[5] https://www.sciencemag.org/news/2020/12/innovative-universal-flu-vaccine-shows-promises-it-first-clinical-test
[3] https://www.sciencemag.org/news/2019/10/ai-allows-paralyzed-person-handwrite-his-mind
[3] https://www.sciencemag.org/news/2020/12/tasmanian-devils-claw-their-way-back-extinction
[3] https://www.sciencemag.org/news/2020/12/us-physicists-rally-around-ambitious-plan-build-fusion-power-plant
[3] https://peing.net/ja/ri_aaas?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[2] https://www.sciencemag.org/news/2020/11/more-people-are-getting-covid-19-twice-suggesting-immunity-wanes-quickly-some
[2] https://www.sciencemag.org/news/2020/12/psychology-s-replication-crisis-inspires-ecologists-push-more-reliable-research
[2] https://news.cuanschutz.edu/medicine/aaas-cusomfollows?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[3] https://peing.net/ja/taki_aaas?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[2] https://bunshun.jp/articles/photo/42126
[2] https://resumica.jp/table/p49892
[2] https://youpouch.com/2020/12/14/728291/
[2] https://www.tiktok.com/@josephmachines/video/6903930943258643717?sender_device=pc&sender_web_id=6901879342570767877&is_from_webapp=1
[2] https://imgur.com/gallery/3ZhqrJu
[2] https://twitter.com/kkk_ekmm/status/1323277223655215106?s=20
[2] https://this.kiji.is/711534547389939712
[2] https://kisspress.jp/articles/30663/
[2] https://nlab.itmedia.co.jp/nl/articles/2012/15/news139.html

Top URLs in Tweet in G6:
[1] https://graphics.reuters.com/HEALTH-CORONAVIRUS/EVOLUTION/yxmpjqkdzvr/
[1] https://www.nytimes.com/2020/12/11/us/biogen-conference-covid-spread.html
[1] https://www.reuters.com/article/health-coronavirus-britain-variant-idUSKBN28P158
[1] https://www.sciencemag.org/news/2020/12/mexico-s-coronavirus-czar-faces-criticism-covid-19-surges
[1] https://twitter.com/GoochlandChem/status/1337386579317432320

Top URLs in Tweet in G7:
[1] https://twitter.com/brianroemmele/status/1251310487779729408
[1] https://www.issr.org.uk/the-boyle-lectures/
[1] https://www.theguardian.com/commentisfree/2017/oct/16/me-too-victims-perpetrators-sexual-assault?CMP=share_btn_tw
[1] https://www.nytimes.com/interactive/2018/10/23/us/metoo-replacements.html

Top URLs in Tweet in G8:
[3] https://www.sciencepolicyjournal.org/aaas-endless-frontier-issue.html
[1] https://scitechpolicyacademy.com
[1] https://careers.nature.org/psc/tnccareers/APPLICANT/APPL/c/HRS_HRAM_FL.HRS_CG_SEARCH_FL.GBL?Page=HRS_APP_JBPST_FL&Action=U&FOCUS=Applicant&SiteId=1&JobOpeningId=49130&PostingSeq=1&PortalActualURL=https%3a%2f%2fcareers.nature.org%2fpsc%2ftnccareers%2fAPPLICANT%2fAPPL%2fc%2fHRS_HRAM_FL.HRS_CG_SEARCH_FL.GBL%3fPage%3dHRS_APP_JBPST_FL%26Action%3dU%26FOCUS%3dApplicant%26SiteId%3d1%26JobOpeningId%3d49130%26PostingSeq%3d1&PortalRegistryName=APPLICANT&PortalServletURI=https%3a%2f%2fcareers.nature.org%2fpsp%2ftnccareers%2f&PortalURI=https%3a%2f%2fcareers.nature.org%2fpsc%2ftnccareers%2f&PortalHostNode=APPL&NoCrumbs=yes&PortalKeyStruct=yes&
[1] http://www.sciencepolicyjournal.org/submit.html
[1] https://www.sciencepolicyjournal.org/news/jspg-aaas-kavli-foundation-science-the-endless-frontier-special-issue-release
[1] https://www.sciencepolicyjournal.org/events/science-the-endless-frontier-policy-writing-workshop
[1] https://earth.stanford.edu/news/making-waves-academia-and-policy?fb_ref=w3etUcIrZe-Twitter&utm_source=Twitter&utm_medium=ShareButton&utm_campaign=GetSocial
[1] https://www.aip.org/fyi/fyi-this-week/week-december-14-2020
[1] https://www.futureofresearch.org/
[1] https://f1000research.com/posters/6-166

Top URLs in Tweet in G9:
[4] https://www.sciencemag.org/news/2020/05/fact-checking-judy-mikovits-controversial-virologist-attacking-anthony-fauci-viral
[1] https://www.nytimes.com/2020/12/14/opinion/republicans-reagan-disinformation.html
[1] https://www.nytimes.com/2020/12/11/business/roxane-gay-work-advice-masks-in-office.html
[1] https://www.youtube.com/watch?v=IEt32pS2itA


Top Domains
Top Domains in Tweet in Entire Graph:
[276] sciencemag.org
[257] twitter.com
[86] aaas.org
[48] youtube.com
[28] supallofus.org
[19] music-book.jp
[11] confex.com
[10] eurekalert.org
[9] upflow.co
[8] sciencereligiondialogue.org

Top Domains in Tweet in G1:
[61] sciencemag.org
[60] aaas.org
[51] twitter.com
[10] youtube.com
[8] sciencereligiondialogue.org
[7] eurekalert.org
[6] confex.com
[6] wsu.edu
[4] govtech.com
[3] amacad.org

Top Domains in Tweet in G2:
[72] twitter.com
[29] youtube.com
[28] supallofus.org
[4] cis.org
[2] whitehouse.gov
[1] forbes.com
[1] acs.org
[1] washingtonpost.com
[1] nationalreview.com
[1] scipolnetwork.org

Top Domains in Tweet in G3:
[91] sciencemag.org
[49] twitter.com
[11] aaas.org
[9] upflow.co
[5] google.com
[4] youtube.com
[3] cuanschutz.edu
[3] peing.net
[2] aaas-arise.org
[2] nrel.gov

Top Domains in Tweet in G4:
[20] twitter.com
[4] livedoor.com
[3] peing.net
[3] zabuu.site
[3] co.jp
[2] 4ndan.com
[2] bunshun.jp
[2] resumica.jp
[2] youpouch.com
[2] tiktok.com

Top Domains in Tweet in G6:
[2] reuters.com
[1] nytimes.com
[1] sciencemag.org
[1] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com
[1] org.uk
[1] theguardian.com
[1] nytimes.com

Top Domains in Tweet in G8:
[7] sciencepolicyjournal.org
[2] twitter.com
[1] scitechpolicyacademy.com
[1] nature.org
[1] stanford.edu
[1] aip.org
[1] futureofresearch.org
[1] f1000research.com

Top Domains in Tweet in G9:
[4] sciencemag.org
[2] nytimes.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[359] ᷂أساطير_للريتويت
[215] stophr1044
[166] ᷂أساطير_ًللرتويت
[151] housebanschinese
[149] academichalt
[90] hr1044
[60] قـروب_أساطـير_للرٺـويٺ
[60] المُغرديـن_المُٺـفاعلين
[56] aaas
[47] uniplung



Top Hashtags in Tweet in G1:
[33] 12daysofwomendoctors
[29] rt
[27] sciengage
[24] scicomm
[22] race
[22] history
[20] aaasmtg
[19] stem
[19] covid19
[16] aaas

Top Hashtags in Tweet in G2:
[215] stophr1044
[151] housebanschinese
[149] academichalt
[90] hr1044
[47] uniplung
[45] checks4techs
[32] s386
[14] academicchatter
[11] stops386
[6] scipol

Top Hashtags in Tweet in G3:
[3] 質問箱
[3] 匿名質問募集中
[2] covid
[2] disneyinvestorday
[2] aaas
[2] stem教育
[2] 科学の方法
[1] wearamask
[1] itsnotoveryet
[1] harvardaaas

Top Hashtags in Tweet in G4:
[9] えっちなくにちゃんをかきたくなる券
[8] 漫画が読めるハッシュタグ
[6] これが私の代表作
[4] アイラップ
[4] 駅メモカフェでクリスマス
[3] 質問箱
[3] 匿名質問募集中
[2] tan治郎
[2] häagenhomeproject
[2] 柴犬を崇めよ

Top Hashtags in Tweet in G5:
[359] ᷂أساطير_للريتويت
[166] ᷂أساطير_ًللرتويت
[60] قـروب_أساطـير_للرٺـويٺ
[60] المُغرديـن_المُٺـفاعلين
[35] آدارهہَ
[7] اساطير_للرتويت
[7] اساطيرنا
[5] إدآرهۃ
[5] nageshwarreddy
[4] اداره

Top Hashtags in Tweet in G6:
[3] covid19
[3] aaees
[3] aimbe
[3] bmes
[3] spie
[3] ieee
[3] aps
[3] nai
[3] nae
[3] aaas

Top Hashtags in Tweet in G7:
[2] metoo
[2] metooera
[2] metoostem
[2] metoophd
[2] metooindia
[2] metoomovement
[2] globalgoals
[2] sdg5
[1] victims
[1] perpetrators

Top Hashtags in Tweet in G8:
[10] scipol
[8] scipolsoundbites
[7] ecrs
[5] science
[4] agu20
[4] policy
[3] interdisciplinary
[2] scipoljobs
[2] climatechange
[2] scicomm

Top Hashtags in Tweet in G9:
[1] reality
[1] reagan
[1] belief
[1] gop
[1] science
[1] advice
[1] deniers

Top Words
Top Words in Tweet in Entire Graph:
[3269] aaas_90
[1617] 1rrr__
[1449] aaas
[531] #
[516] يـدع
[516] ﺎلمغردين
[516] ﺎلمٺفاعلين
[516] للإنضـمام
[516] لعضويٺه
[516] ﺎلراقيـۃ

Top Words in Tweet in G1:
[372] aaas
[144] science
[103] aaas_doser
[75] join
[71] election
[57] dr
[55] ifthenshecan
[54] 2020
[51] fellow
[45] more

Top Words in Tweet in G2:
[342] aaas_gr
[215] #stophr1044
[187] hr1044
[152] s386
[151] #housebanschinese
[149] #academichalt
[91] 1044
[90] #hr1044
[83] countries
[79] jobs

Top Words in Tweet in G3:
[358] aaas
[122] science
[38] covid
[37] 19
[21] coronavirus
[19] mexico
[19] czar
[19] faces
[19] criticism
[19] surges

Top Words in Tweet in G4:
[148] taki_aaas
[22] tiipa92
[21] suzu_ekm
[16] spacemanvipex
[15] kunagi_ekimemo
[12] ぁ
[11] ω
[11] ron_tabizuki
[9] #えっちなくにちゃんをかきたくなる券
[9] johannes_rail

Top Words in Tweet in G5:
[3269] aaas_90
[1617] 1rrr__
[526] #
[516] يـدع
[516] ﺎلمغردين
[516] ﺎلمٺفاعلين
[516] للإنضـمام
[516] لعضويٺه
[516] ﺎلراقيـۃ
[516] بقيــآدهۃ

Top Words in Tweet in G6:
[20] aaas
[9] roysocchem
[8] joebiden
[7] foreignofficepk
[7] adnocgroup
[7] iupac
[6] drbiden
[6] jack
[5] dr_past
[5] jakejsullivan

Top Words in Tweet in G7:
[8] the_issr
[8] mcleish_t
[7] 2021
[7] boyle
[7] lecture
[7] thelordwilliams
[6] news
[5] science
[5] aaas_doser
[5] ukri_ceo

Top Words in Tweet in G8:
[27] policy
[26] scipoljournal
[19] aaas
[10] science
[10] #scipol
[10] adrianabankston
[10] timandscience
[10] olivetnazarene
[9] ingridjoylyn
[8] seeks

Top Words in Tweet in G9:
[32] aaas
[24] urgent
[24] rush
[24] holt
[24] ceo
[24] center
[24] scientific
[24] evidence
[24] public
[24] issues

Top Words in Tweet in G10:
[46] ncbn
[46] congratulations
[46] renowned
[46] gastroenterologist
[46] padma
[46] bhushan
[46] awardee
[46] dr
[46] nageshwar
[46] reddy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[709] aaas_90,1rrr__
[516] ﺎلمغردين,ﺎلمٺفاعلين
[516] ﺎلمٺفاعلين,للإنضـمام
[516] للإنضـمام,لعضويٺه
[516] لعضويٺه,ﺎلراقيـۃ
[516] ﺎلراقيـۃ,بقيــآدهۃ
[516] بقيــآدهۃ,1rrr__
[428] 1rrr__,الإدارة
[386] 1rrr__,aaas_90
[359] #,أساطير_للريتويت

Top Word Pairs in Tweet in G1:
[42] election,security
[36] security,lessons
[35] discussion,election
[31] lessons,learned
[31] learned,2020
[30] panel,discussion
[29] 2020,thenasem
[29] #rt,aaas
[29] ifthenshecan,aaas
[27] starting,tomorrow

Top Word Pairs in Tweet in G2:
[77] s386,hr1044
[77] #academichalt,#housebanschinese
[73] hr1044,s386
[68] 190,countries
[63] very,much
[55] american,jobs
[53] came,close
[49] 17,years
[45] #housebanschinese,#academichalt
[43] aaas_gr,univmiami

Top Word Pairs in Tweet in G3:
[96] science,aaas
[36] covid,19
[19] mexico,coronavirus
[19] coronavirus,czar
[19] czar,faces
[19] faces,criticism
[19] criticism,covid
[19] 19,surges
[19] surges,science
[13] aaas,fellow

Top Word Pairs in Tweet in G4:
[10] ぁ,ぁ
[6] ٩,'ω'
[6] 'ω',و
[5] ぉ,ぉ
[4] ぃ,ぃ
[4] و,おっぱい
[4] 猫吸っちゃった,猫吸っちゃった
[4] 猫スゥーッ,猫スゥーッ
[4] フォロー,rtキャンペーン
[4] 合計210名様に当たる,選べる家具1点

Top Word Pairs in Tweet in G5:
[709] aaas_90,1rrr__
[516] ﺎلمغردين,ﺎلمٺفاعلين
[516] ﺎلمٺفاعلين,للإنضـمام
[516] للإنضـمام,لعضويٺه
[516] لعضويٺه,ﺎلراقيـۃ
[516] ﺎلراقيـۃ,بقيــآدهۃ
[516] بقيــآدهۃ,1rrr__
[428] 1rrr__,الإدارة
[386] 1rrr__,aaas_90
[359] #,أساطير_للريتويت

Top Word Pairs in Tweet in G6:
[5] joebiden,drbiden
[4] aaas,roysocchem
[4] fatfnews,un_cted
[3] jack,elainereyestv
[3] elainereyestv,zlj517
[3] foreignofficepk,adnocgroup
[3] roysocchem,aaas
[3] iupac,intlcrimcourt
[3] eu_commission,vonderleyen
[3] cenmag,iupac

Top Word Pairs in Tweet in G7:
[7] boyle,lecture
[5] very,exciting
[5] exciting,news
[5] news,2021
[5] 2021,the_issr
[5] the_issr,boyle
[5] lecture,yt
[5] yt,reponse
[5] reponse,thelordwilliams
[5] thelordwilliams,'recovery

Top Word Pairs in Tweet in G8:
[10] scipoljournal,aaas
[9] ingridjoylyn,timandscience
[8] wrapped,great
[8] great,#scipolsoundbites
[8] #scipolsoundbites,discussion
[8] discussion,ingridjoylyn
[8] timandscience,ryan
[8] ryan,himes
[8] himes,olivetnazarene
[7] support,kavlifoundation

Top Word Pairs in Tweet in G9:
[24] urgent,rush
[24] rush,holt
[24] holt,ceo
[24] ceo,aaas
[24] aaas,center
[24] center,scientific
[24] scientific,evidence
[24] evidence,public
[24] public,issues
[24] issues,man

Top Word Pairs in Tweet in G10:
[46] congratulations,renowned
[46] renowned,gastroenterologist
[46] gastroenterologist,padma
[46] padma,bhushan
[46] bhushan,awardee
[46] awardee,dr
[46] dr,nageshwar
[46] nageshwar,reddy
[46] reddy,election
[46] election,fellowship

Top Replied-To
Top Replied-To in Entire Graph:
@aaas_90
@1rrr__
@taki_aaas
@goy12_
@sa__ma96
@fara_x9
@2__b7
@_5lla_
@____aaas
@m___ya4

Top Replied-To in G1:
@aaas
@rmathematicus
@mayhematics
@xrayimagingamy
@sankofadna
@jonmee8
@disabledstem
@kelpfranklin
@drshaena
@cartaucsd

Top Replied-To in G2:
@kellylsingel
@tyron_mom
@hasty65881760
@tantaran1989
@homap2004
@nadiaa_fv
@sali33741303
@ca_astrocomm
@jaypark2733
@scott76229623

Top Replied-To in G3:

Top Replied-To in G4:
@taki_aaas
@suzu_ekm
@kunagi_ekimemo
@spacemanvipex
@johannes_rail
@ron_tabizuki
@marvelousgeorge
@ltd_expluna
@tiipa92
@tanueki

Top Replied-To in G5:
@aaas_90
@1rrr__
@goy12_
@sa__ma96
@fara_x9
@2__b7
@_5lla_
@m___ya4
@llnu5ll
@_k9t_

Top Replied-To in G6:
@tsfarmturner
@filippograndi
@ambassadorrice
@eu_commission
@joebiden
@antonioguterres
@neuro_data
@goochlandchem

Top Replied-To in G7:
@aaas_doser
@drumeshprabhu
@jeremyfarrar
@mcleish_t

Top Replied-To in G8:
@adrianabankston
@nature_org
@hendrattaali
@ka_nicholas

Top Replied-To in G9:
@llinwood
@kelemencari
@realmattcouch
@skyrider4538
@jennaellisesq
@sallyno91222343
@mamahorbs
@krzemoweecho
@kobayan_dolphin
@ebellahutch

Top Replied-To in G10:
@ncbn

Top Mentioned
Top Mentioned in Entire Graph:
@aaas_90
@1rrr__
@aaas
@aaas_gr
@aa
@aaas_doser
@aaa
@fara_x9
@2rr____ii___rr2
@univmiami

Top Mentioned in G1:
@aaas
@aaas_doser
@ifthenshecan
@sciencemagazine
@sankofadna
@thenasem
@anthrofuentes
@aaasepicenter
@lindseydietz13
@gravesjl55

Top Mentioned in G2:
@aaas_gr
@univmiami
@aauniversities
@asu
@sjsu
@mitindc
@umnews
@ohiostate
@naicutweets
@georgetown

Top Mentioned in G3:
@harvardaaas
@stigmabase
@anamai89102219

Top Mentioned in G4:
@taki_aaas
@tiipa92
@kuropuniya
@1256023kisei
@jiumangoku
@totanmaruyoshi
@syatomi_
@nitoriofficial
@spacemanvipex
@yusai00

Top Mentioned in G5:
@aaas_90
@1rrr__
@aa
@aaa
@fara_x9
@2rr____ii___rr2
@_5lla_
@ar4____
@m___ya4
@44h33

Top Mentioned in G6:
@aaas
@roysocchem
@joebiden
@foreignofficepk
@adnocgroup
@iupac
@drbiden
@jack
@dr_past
@jakejsullivan

Top Mentioned in G7:
@the_issr
@thelordwilliams
@mcleish_t
@ukri_ceo
@aaas_doser
@1752group
@sadiqkhan
@researchbysave
@forsymp
@dohadebates

Top Mentioned in G8:
@scipoljournal
@aaas
@timandscience
@olivetnazarene
@ingridjoylyn
@kavlifoundation
@adrianabankston
@aaas_stpf
@ch
@iamscicomm

Top Mentioned in G9:
@realdonaldtrump
@briankempga
@gasecofstate
@aaas
@brandonfugal
@fylth1
@thomaswinterton
@swrdragon
@kalebbench
@natgeochannel

Top Mentioned in G10:
@ncbn

Top Tweeters
Top Tweeters in Entire Graph:
@nitoriofficial
@simanekomama
@shimamura_gr
@meruemgi
@femtech_
@thehill
@takuya_0929001
@noriesun
@lizditz
@stigmabase

Top Tweeters in G1:
@meruemgi
@femtech_
@lizditz
@b140tweet
@calcaware
@markburgerenerg
@cindynorth1
@dwatchnews
@reporterphoenix
@jfjabbo

Top Tweeters in G2:
@politico
@forbes
@libe
@timeshighered
@google
@lord_curzon
@immigrants24
@jimlynchcodes
@shahrzaad
@michellemalkin

Top Tweeters in G3:
@stigmabase
@f_k_t_
@nyeongnight
@lellingw
@unsnuk
@gohsuket
@cannafrom
@7thspacecom
@fleetadmiralj
@meladalklimat

Top Tweeters in G4:
@nitoriofficial
@47news
@hahaha3
@k3flick
@osaka_seventeen
@spa_inquisition
@karakusa8250
@y_s_k_
@hakone_oh34
@miura84

Top Tweeters in G5:
@_ws511
@__5omo
@__0so_
@farah_898
@44h33
@_k9t_
@v227_
@bo0o330
@hnh__9
@2f41680a7f5040c

Top Tweeters in G6:
@nytimes
@nprpolitics
@zlj517
@who
@choo_ek
@mayoclinic
@osteoarch
@eu_commission
@jama_current
@cleclinicmd

Top Tweeters in G7:
@googleexpertuk
@drumeshprabhu
@4americankat
@wendyeslater
@raphiellej
@rossthomson26
@berlingske
@nnedi
@mikevolkov20
@tinatinde

Top Tweeters in G8:
@mapc
@nrdc
@theagu
@ch
@lizziewriter
@globalecoguy
@iamscicomm
@nature_org
@umnione
@ipbes

Top Tweeters in G9:
@guardian
@eviethekid
@realmattcouch
@tummler10
@crrja5
@skyrider4538
@sierrawhiskee
@gr8tjude_08
@hoosiers1986
@kobayan_dolphin

Top Tweeters in G10:
@alwayscherryfan
@gurudharanidhar
@ramakrishna2519
@gummadiratna
@srithh
@ntr_chalapathi
@ssvasireddy
@ram99855
@sriniruthala
@balatdp


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