Molnupiravir, Twitter, 10/5/2021 7:42:56 PM, 263778
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Molnupiravir Twitter NodeXL SNA Map and Report for Tuesday, 05 October 2021 at 17:40 UTC
Molnupiravir Twitter NodeXL SNA Map and Report for Tuesday, 05 October 2021 at 17:40 UTC
View an interactive version of this graph (experimental)
From:
SMRFoundation
Uploaded on:
October 05, 2021
Short Description:
Molnupiravir via NodeXL https://bit.ly/3iAzNXP
@pran2844
@erlichya
@johnnypath101
@doctormacias
@rwmalonemd
@unrulycat2511
@drguzmang
@manopsi
@karl_lauterbach
@rowlf79

Top hashtags:
#molnupiravir
#covid19
#コロナ
#経口薬
#covid
#envideo
#merck
#vacunaciónabierta
#โควิด19

Description:
Description
The graph represents a network of 17,510 Twitter users whose recent tweets contained "Molnupiravir", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 05 October 2021 at 19:03 UTC.

The tweets in the network were tweeted over the 1-day, 1-hour, 20-minute period from Monday, 04 October 2021 at 16:18 UTC to Tuesday, 05 October 2021 at 17:39 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 : 17510
Unique Edges : 19108
Edges With Duplicates : 1433
Total Edges : 20541
Number of Edge Types : 5
Retweet : 16521
Tweet : 1234
Replies to : 483
MentionsInRetweet : 1464
Mentions : 839
Self-Loops : 1264
Reciprocated Vertex Pair Ratio : 0.00224658999732549
Reciprocated Edge Ratio : 0.0044831082884133
Connected Components : 922
Single-Vertex Connected Components : 490
Maximum Vertices in a Connected Component : 13413
Maximum Edges in a Connected Component : 16002
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.671841
Graph Density : 6.11156687012136E-05
Modularity : 0.851584
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 17,510 Twitter users whose recent tweets contained "Molnupiravir", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 05 October 2021 at 19:03 UTC.

The tweets in the network were tweeted over the 1-day, 1-hour, 20-minute period from Monday, 04 October 2021 at 16:18 UTC to Tuesday, 05 October 2021 at 17:39 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 : TwitterSearch
Graph Term : Molnupiravir
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1500] https://popularrationalism.substack.com/p/the-extraordinary-hypocrisy-of-molnupiravir
[907] https://twitter.com/gerardo_gamba/status/1445122512384405507
[657] https://www.spiegel.de/wissenschaft/medizin/molnupiravir-was-kann-die-pille-gegen-covid-19-a-3800398f-10dc-4790-bc07-84e1d9cc13ad?sara_ecid=soci_upd_KsBF0AFjflf0DZCxpPYDCQgO1dEMph
[300] https://medical.jiji.com/news/47527
[251] https://www.merck.com/news/merck-and-ridgebacks-investigational-oral-antiviral-molnupiravir-reduced-the-risk-of-hospitalization-or-death-by-approximately-50-percent-compared-to-placebo-for-patients-with-mild-or-moderat/
[169] https://www.spektrum.de/news/was-molnupiravir-wirklich-leisten-kann/1933369
[148] https://www.science.org/content/blog-post/molnupiravir-thor-s-hammer-delivers?cookieSet=1
[139] https://www.statnews.com/pharmalot/2021/10/04/covid19-merck-molnupiravir-ridgeback-patents/
[131] https://thematter.co/quick-bite/covid19-molnupiravir-info/156745
[124] https://www.forbes.com/sites/roberthart/2021/09/27/pfizer-tests-pill-that-could-prevent-covid-infection/amp/?__twitter_impression=true

Top URLs in Tweet in G2:
[893] https://twitter.com/gerardo_gamba/status/1445122512384405507
[6] https://twitter.com/doctormacias/status/1445216463640571910?s=21
[3] https://www.nytimes.com/2021/10/01/business/covid-antiviral-pill-merck.html
[2] https://www.washingtonpost.com/health/2021/10/01/pill-to-treat-covid/
[2] https://twitter.com/carol_perelman/status/1444006091667480583
[2] https://www.google.fr/url?q=https://www.nytimes.com/live/2021/09/30/world/covid-delta-variant-vaccines/merck-antiviral-pill-covid
[2] https://www.redaccionmedica.com/secciones/industria/la-revision-continua-para-molnupiravir-se-estudiara-en-los-proximos-dias--2123
[1] https://twitter.com/doctormacias/status/1445189315760361473?s=21
[1] https://popularrationalism.substack.com/p/the-extraordinary-hypocrisy-of-molnupiravir

Top URLs in Tweet in G4:
[1404] https://popularrationalism.substack.com/p/the-extraordinary-hypocrisy-of-molnupiravir
[22] https://twitter.com/RWMaloneMD/status/1441737040110837770
[12] http://www.pagina16.com.ar/ivermectina-brindan-resultados-parciales-de-monitoreo-en-el-uso-ampliado-en-pacientes-positivos/
[7] https://moderndiscontent.substack.com/p/the-possible-side-effect-of-mercks?utm_campaign=post&utm_medium=web&utm_source=
[6] https://www.poz.com/blog/the-long-road-to-pcp
[4] https://twitter.com/SenRonJohnson/status/1445209830151663621
[4] https://gauchazh.clicrbs.com.br/saude/noticia/2021/02/estudo-com-medicamento-molnupiravir-tem-resultados-promissores-no-tratamento-e-na-prevencao-da-covid-19-ckl8gwi2y005u017wy5jv967h.html
[3] https://greatgameindia.com/merck-covid-pill-molnupiravir/
[3] https://twitter.com/eh_den/status/1443971976586989570
[3] https://austinpublishinggroup.com/pharmacology-therapeutics/fulltext/ajpt-v9-id1149.pdf

Top URLs in Tweet in G5:
[97] https://www.merck.com/news/merck-and-ridgebacks-investigational-oral-antiviral-molnupiravir-reduced-the-risk-of-hospitalization-or-death-by-approximately-50-percent-compared-to-placebo-for-patients-with-mild-or-moderat/
[3] https://www.nytimes.com/2021/10/01/business/covid-antiviral-pill-merck.html
[1] https://www.idstewardship.com/molnupiravir-new-covid-antiviral-named-thors-hammer/
[1] https://medical.jiji.com/news/47527

Top URLs in Tweet in G6:
[656] https://www.spiegel.de/wissenschaft/medizin/molnupiravir-was-kann-die-pille-gegen-covid-19-a-3800398f-10dc-4790-bc07-84e1d9cc13ad?sara_ecid=soci_upd_KsBF0AFjflf0DZCxpPYDCQgO1dEMph
[161] https://www.spektrum.de/news/was-molnupiravir-wirklich-leisten-kann/1933369
[12] https://www.spektrum.de/news/was-molnupiravir-wirklich-leisten-kann/1933369?utm_medium=Social&utm_source=Twitter#Echobox=1633415192
[8] https://www.rnd.de/gesundheit/corona-tablette-gegen-covid-19-ist-molnupiravir-ein-gamechanger-ITO4QBK2CFCABBZSOXCGBRGB6E.html
[8] https://twitter.com/Fischblog/status/1445284590868910083
[6] https://www.heise.de/hintergrund/COVID-19-Behandlung-Die-neue-Tablette-Molnupiravir-weckt-Hoffnungen-6209120.html
[5] https://www.merck.com/news/merck-and-ridgebacks-investigational-oral-antiviral-molnupiravir-reduced-the-risk-of-hospitalization-or-death-by-approximately-50-percent-compared-to-placebo-for-patients-with-mild-or-moderat/
[3] https://www.aerzteblatt.de/nachrichten/127820/COVID-19-Oraler-Wirkstoff-Molnupiravir-halbiert-Hospitalisierungs-und-Sterberate-bei-frueher-ambulanter-Therapie
[2] https://twitter.com/erictopol/status/1443913955202650116
[2] https://twitter.com/DrJohnB2/status/1444639912880443396

Top URLs in Tweet in G7:
[10] https://workpointtoday.com/molnupiravir/
[6] https://tna.mcot.net/social-794941
[3] https://www.merck.com/news/merck-and-ridgebacks-investigational-oral-antiviral-molnupiravir-reduced-the-risk-of-hospitalization-or-death-by-approximately-50-percent-compared-to-placebo-for-patients-with-mild-or-moderat/
[3] https://tna.mcot.net/world-795216
[2] https://twitter.com/manopsi/status/1443946918284038149

Top URLs in Tweet in G8:
[16] https://popularrationalism.substack.com/p/the-extraordinary-hypocrisy-of-molnupiravir
[10] https://twitter.com/erlichya/status/1444747352611467265
[8] https://newatlas.com/health-wellbeing/merck-covid19-molnupiravir-human-trial-eua-approval/
[7] https://gigazine.net/news/20211004-mercks-molnupiravir-covid-19/
[6] https://www.merck.com/news/merck-and-ridgebacks-investigational-oral-antiviral-molnupiravir-reduced-the-risk-of-hospitalization-or-death-by-approximately-50-percent-compared-to-placebo-for-patients-with-mild-or-moderat/
[6] https://www.abc.net.au/news/2021-10-05/government-buys-merck-covid-antiviral-pill-molnupiravir/100513410
[6] https://www.spektrum.de/news/was-molnupiravir-wirklich-leisten-kann/1933369
[5] https://twitter.com/i/events/1445037559214592011
[5] https://www.sciencenews.org/article/coronavirus-covid-antiviral-pill-merck-molnupiravir-hospitalization-death
[5] https://www.libertaddigital.com/ciencia-tecnologia/salud/2021-10-05/coronavirus-molnupiravir-pastilla-contra-covid-ema-espectaculares-resultados-reduce-mitad-riesgo-muerte-6825019/

Top URLs in Tweet in G9:
[22] https://en.wikipedia.org/wiki/Molnupiravir
[8] https://twitter.com/erlichya/status/1444172920440463360
[6] https://twitter.com/viruswhisperer/status/1280632786899042304?s=21
[6] https://twitter.com/erlichya/status/1444747367341821954
[6] https://www.nature.com/articles/s41594-021-00651-0
[4] https://www.science.org/doi/full/10.1126/scitranslmed.abb5883?intcmp=trendmd-stm&cookieSet=1
[3] https://popularrationalism.substack.com/p/the-extraordinary-hypocrisy-of-molnupiravir
[2] http://www.ecosci.jp/COVID-19/
[2] https://twitter.com/viruswhisperer/status/1280632785254920194
[2] https://twitter.com/professor_dave/status/1445019769204355073

Top URLs in Tweet in G10:
[299] https://medical.jiji.com/news/47527
[145] https://www.science.org/content/blog-post/molnupiravir-thor-s-hammer-delivers?cookieSet=1
[68] https://www.merck.com/news/merck-and-ridgebacks-investigational-oral-antiviral-molnupiravir-reduced-the-risk-of-hospitalization-or-death-by-approximately-50-percent-compared-to-placebo-for-patients-with-mild-or-moderat/
[29] https://twitter.com/mph_for_doctors/status/1444063810856394876
[1] https://twitter.com/qzv00507/status/1445401277551325186

Top Domains
Top Domains in Tweet in Entire Graph:
[1536] substack.com
[1421] twitter.com
[664] spiegel.de
[300] jiji.com
[273] merck.com
[258] statnews.com
[187] science.org
[181] spektrum.de
[146] youtube.com
[131] thematter.co

Top Domains in Tweet in G2:
[902] twitter.com
[3] nytimes.com
[2] washingtonpost.com
[2] google.fr
[2] redaccionmedica.com
[1] substack.com

Top Domains in Tweet in G4:
[1413] substack.com
[34] twitter.com
[12] com.ar
[6] com.br
[6] poz.com
[5] clinicaltrials.gov
[3] greatgameindia.com
[3] austinpublishinggroup.com
[2] drugdiscoverytrends.com
[2] com.au

Top Domains in Tweet in G5:
[97] merck.com
[3] nytimes.com
[1] idstewardship.com
[1] jiji.com

Top Domains in Tweet in G6:
[656] spiegel.de
[173] spektrum.de
[14] twitter.com
[8] rnd.de
[6] heise.de
[5] merck.com
[3] aerzteblatt.de
[1] scinexx.de
[1] seekingalpha.com
[1] sciencemediacenter.de

Top Domains in Tweet in G7:
[10] workpointtoday.com
[9] mcot.net
[3] merck.com
[2] twitter.com

Top Domains in Tweet in G8:
[70] twitter.com
[20] substack.com
[13] youtube.com
[12] statnews.com
[10] com.au
[9] informazione.it
[8] newatlas.com
[8] net.au
[7] gigazine.net
[6] merck.com

Top Domains in Tweet in G9:
[27] twitter.com
[22] wikipedia.org
[6] nature.com
[4] science.org
[4] oup.com
[3] substack.com
[2] ecosci.jp
[2] nih.gov
[2] seekingalpha.com
[1] statnews.com

Top Domains in Tweet in G10:
[299] jiji.com
[145] science.org
[68] merck.com
[30] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[774] molnupiravir
[569] covid19
[298] コロナ
[298] 経口薬
[197] covid
[111] envideo
[102] merck
[93] vacunaciónabierta
[89] โควิด19
[87] nacionales



Top Hashtags in Tweet in G2:
[10] molnupiravir
[6] antiviral
[6] covid19
[4] sarscov2
[4] merk
[4] fda
[2] industriafarcéutica

Top Hashtags in Tweet in G4:
[12] pharmageddon
[11] onpoli
[9] molnupiravir
[7] canpoli
[6] ivermectin
[4] merckamectin
[4] bigpharma
[4] vaccinated
[3] merck
[1] vioxx

Top Hashtags in Tweet in G5:
[1] コロナ
[1] 経口薬

Top Hashtags in Tweet in G6:
[193] molnupiravir
[178] covid19
[20] corona
[6] behandlung

Top Hashtags in Tweet in G7:
[10] covid19
[10] workpointtoday
[5] ส่องทวิตยามเช้า
[4] โควิดวันนี้
[3] ออสเตรเลีย
[3] molnupiravir
[3] โควิด19
[3] โควิด
[1] โมลนูพิราเวียร์
[1] ข่าวต่างประเทศ

Top Hashtags in Tweet in G8:
[73] molnupiravir
[29] covid19
[20] merck
[12] covid_19
[12] covid
[7] antiviral
[6] australia
[6] coronavirus
[5] ivermectin
[4] investing

Top Hashtags in Tweet in G9:
[9] molnupiravir
[6] ittakesavillage
[5] covid19
[3] merck
[3] tamifluvibes
[2] gotitmade
[2] currentevents
[1] finance
[1] economy
[1] business

Top Hashtags in Tweet in G10:
[297] コロナ
[297] 経口薬

Top Words
Top Words in Tweet in Entire Graph:
[16174] molnupiravir
[14612] ด
[10666] น
[9008] ว
[7342] คซ
[7023] covid
[7002] 19
[6251] merck
[5825] เม
[5561] ยาต

Top Words in Tweet in G1:
[6230] น
[6220] ด
[3129] ว
[3126] ษ
[3116] molnupiravir
[3115] ก
[3114] บร
[3114] ผล
[3114] ได
[3114] fda

Top Words in Tweet in G2:
[2678] contra
[2433] molnupiravir
[2418] covid
[2190] 19
[2123] antiviral
[1296] nuevo
[1225] sería
[1223] algo
[1223] oseltsmivir
[1223] influenza

Top Words in Tweet in G3:
[7832] ด
[5709] เม
[4222] น
[3806] ป
[3806] 40
[2111] molnupiravir
[2111] ก
[2013] ยาต
[2013] อ
[2013] ซ

Top Words in Tweet in G4:
[2804] drug
[1538] molnupiravir
[1439] merck
[1402] horse
[1401] gt
[1401] propaganda
[1400] reason
[105] ivm
[47] efficacy
[46] please

Top Words in Tweet in G5:
[1044] molnupiravir
[1036] 治験で素晴らしい成績を上げ
[1036] 世界中で話題になっている新型コロナの経口治療薬モルヌピラビル
[1036] やけに名前が覚えにくいと思っていたんですが
[1036] ソーの武器であるムジョルニア
[1036] mjǫllnir
[1036] にちなんだ名前と聞いてから
[1036] 推しになりました
[66] 軽症
[65] 中等症の新型コロナウイルス感染症において

Top Words in Tweet in G6:
[1328] covid
[1076] die
[857] gegen
[830] medikament
[748] molnupiravir
[689] bestes
[672] bisher
[659] nebenwirkungen
[658] würde
[657] 50

Top Words in Tweet in G7:
[3948] คซ
[3200] ว
[2387] องก
[2355] ทธ
[1570] นป
[1570] ประส
[851] molnupiravir
[820] ส
[820] วยหน
[817] มาก

Top Words in Tweet in G8:
[392] molnupiravir
[258] covid
[192] 19
[115] merck
[84] pill
[73] #molnupiravir
[70] antiviral
[58] drug
[48] treatment
[46] oral

Top Words in Tweet in G9:
[548] molnupiravir
[392] covid19
[391] treatment
[389] thread
[389] merck's
[388] due
[387] popular
[387] demand
[387] general
[387] audience

Top Words in Tweet in G10:
[300] 軽症
[297] merckは
[297] 開発中の経口新型コロナウイルス感染症治療薬molnupiravirで
[297] 中等症の患者の死亡または入院リスクが約50
[297] 減少したと報告した
[297] 初の経口薬で
[297] 承認されれば世界的パンデミック状況を大きく変える可能性がある
[297] 写真メルク提供
[297] afp時事
[297] コロナ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5823] เม,ด
[5207] ว,น
[3882] 40,เม
[3683] covid,19
[3467] านไวร,สโคว
[3387] อ,molnupiravir
[3363] ษ,ท
[3353] ดว,คซ
[3339] ท,merck
[3323] สโคว,ด

Top Word Pairs in Tweet in G1:
[3115] ว,น
[3114] บร,ษ
[3114] น,ว
[3102] ษ,ท
[3102] ท,merck
[3102] merck,ผล
[3102] ผล,ตยาต
[3102] ตยาต,านไวร
[3102] านไวร,สโคว
[3102] สโคว,ด

Top Word Pairs in Tweet in G2:
[2190] covid,19
[1225] contra,covid
[1223] molnupiravir,nuevo
[1223] nuevo,antiviral
[1223] antiviral,contra
[1223] 19,sería
[1223] sería,algo
[1223] algo,oseltsmivir
[1223] oseltsmivir,contra
[1223] contra,influenza

Top Word Pairs in Tweet in G3:
[5709] เม,ด
[3806] 40,เม
[2013] ว,น
[1903] molnupiravir,ยาต
[1903] ยาต,วใหม
[1903] วใหม,ด
[1903] ด,มาก
[1903] มาก,เป
[1903] เป,นยาฆ
[1903] นยาฆ,าเช

Top Word Pairs in Tweet in G4:
[1400] molnupiravir,gt
[1400] gt,merck
[1400] merck,drug
[1400] drug,reason
[1400] reason,horse
[1400] horse,drug
[1400] drug,propaganda
[34] ivm,molnupiravir
[22] matter,think
[22] think,ivm

Top Word Pairs in Tweet in G5:
[1036] 治験で素晴らしい成績を上げ,世界中で話題になっている新型コロナの経口治療薬モルヌピラビル
[1036] 世界中で話題になっている新型コロナの経口治療薬モルヌピラビル,molnupiravir
[1036] molnupiravir,やけに名前が覚えにくいと思っていたんですが
[1036] やけに名前が覚えにくいと思っていたんですが,ソーの武器であるムジョルニア
[1036] ソーの武器であるムジョルニア,mjǫllnir
[1036] mjǫllnir,にちなんだ名前と聞いてから
[1036] にちなんだ名前と聞いてから,推しになりました
[65] 軽症,中等症の新型コロナウイルス感染症において
[65] 中等症の新型コロナウイルス感染症において,経口治療薬モルヌピラビルはプラセボに比して入院or死亡のリスクを約50
[65] 経口治療薬モルヌピラビルはプラセボに比して入院or死亡のリスクを約50,有意に減少させ

Top Word Pairs in Tweet in G6:
[703] medikament,gegen
[656] massive,nebenwirkungen
[655] molnupiravir,bestes
[655] bestes,medikament
[655] gegen,covid
[655] covid,bisher
[655] bisher,600
[655] 600,50
[655] 50,wirkung
[655] wirkung,massive

Top Word Pairs in Tweet in G7:
[2355] ว,คซ
[1570] ประส,ทธ
[785] ว,นน
[785] นน,คนต
[785] คนต,นเต
[785] นเต,นข
[785] นข,าว
[785] าว,molnupiravir
[785] molnupiravir,มาก
[785] มาก,แต

Top Word Pairs in Tweet in G8:
[181] covid,19
[26] 300,000
[22] merck's,molnupiravir
[21] antiviral,pill
[21] pill,molnupiravir
[20] 19,pill
[16] hospitalization,death
[15] 19,treatment
[14] 000,courses
[14] merck,covid

Top Word Pairs in Tweet in G9:
[387] due,popular
[387] popular,demand
[387] demand,thread
[387] thread,general
[387] general,audience
[387] audience,molnupiravir
[387] molnupiravir,merck's
[387] merck's,treatment
[387] treatment,covid19
[387] covid19,let's

Top Word Pairs in Tweet in G10:
[297] merckは,開発中の経口新型コロナウイルス感染症治療薬molnupiravirで
[297] 開発中の経口新型コロナウイルス感染症治療薬molnupiravirで,軽症
[297] 軽症,中等症の患者の死亡または入院リスクが約50
[297] 中等症の患者の死亡または入院リスクが約50,減少したと報告した
[297] 減少したと報告した,初の経口薬で
[297] 初の経口薬で,承認されれば世界的パンデミック状況を大きく変える可能性がある
[297] 承認されれば世界的パンデミック状況を大きく変える可能性がある,写真メルク提供
[297] 写真メルク提供,afp時事
[297] afp時事,コロナ
[297] コロナ,経口薬

Top Replied-To
Top Replied-To in Entire Graph:
@caddieconnors
@rwmalonemd
@oriolmitja
@pran2844
@karl_lauterbach
@masaki11276
@covid19critical
@erlichya
@daisymay4263
@marybethpf

Top Replied-To in G1:
@pran2844
@magapmsla1aydis

Top Replied-To in G2:
@doctormacias

Top Replied-To in G4:
@rwmalonemd
@covid19critical
@pierrekory
@w29825396_
@galauchus
@chief_bitcoin
@cgoodie4
@mchael21592783m
@newstalkfm
@geography_pro

Top Replied-To in G5:
@mikito_777

Top Replied-To in G6:
@karl_lauterbach
@martin_moder
@jens_140081
@fischblog
@acti_bot
@marcfriedrich7
@andischneider
@dan07861742
@florian83616025
@loltherealddb

Top Replied-To in G7:
@manopsi

Top Replied-To in G9:
@erlichya
@teknatdr
@peterhotez
@professor_dave

Top Replied-To in G10:
@jijimedical

Top Mentioned
Top Mentioned in Entire Graph:
@merck
@lacronicadehoy
@shereenbhan
@pharmalot
@taschnernatalia
@twhitfill
@iipp_ucl
@matthewherper
@jackposobiec
@nicolasmaduro

Top Mentioned in G1:
@pran2844
@manopsi

Top Mentioned in G2:
@lacronicadehoy
@doctormacias
@gerardo_gamba

Top Mentioned in G4:
@pierrekory
@rwmalonemd
@covid19critical
@joevaron
@davidleyonhjelm
@rlamartini
@thibault_cm
@sciencemagazine
@patkennynt
@desertreview

Top Mentioned in G5:
@hidetafukushima

Top Mentioned in G6:
@fischblog
@karl_lauterbach
@spektrum
@in_allem
@theotherphilipp
@tobiashuch
@joule162534
@awunderhund
@bosaibot
@toxictom

Top Mentioned in G7:
@tnamcot

Top Mentioned in G8:
@ygeiaonline
@bicaradotnews
@skinnergj

Top Mentioned in G9:
@chemistryatyork
@johnberman
@brikeilarcnn
@newday
@naturesmb
@professor_dave
@nobelprize
@uppsalauni
@drlcsquare
@stuartcantrill

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@dolartoday
@nakhon224
@threadreaderapp
@kompascom
@detikcom
@jurylady5
@guldeen
@republikaonline
@gambiste1

Top Tweeters in G1:
@polaris895
@wanlin_xx
@toogoodatbye
@hellosunflow_r
@yuyapopz
@jayjaehh
@jenoker_
@willumerrymark
@onthestarx
@cxbbaek

Top Tweeters in G2:
@lizardogramcko
@blanca_mar2004
@mariacabadas
@lacronicadehoy
@fermin771009
@ralphtwentyone
@josbondi
@dmvecinal
@pastoraurbinave
@urbanosoax

Top Tweeters in G3:
@bbuff_firstzy
@pm2u_
@amenonikki
@nuanearr
@semarktuan
@piayee
@fame_pe0810
@purplebunniie97
@ksp_____
@looknam_tk

Top Tweeters in G4:
@drdaveanddee
@lyndae222
@princessbibirf_
@beank511
@heidiec5
@toniradjali
@lewtonserena5
@noprezzie2012
@corrcomm
@manu_k_tala

Top Tweeters in G5:
@nyancow
@syatekiya072
@nyaitter
@reichi062
@r_kobayashi
@kutusitakaryou
@suzuno_ne
@potter_ksk
@89sikin
@kurokamikoyuri

Top Tweeters in G6:
@andreasandy3131
@chrisbrey1
@astwisa
@iflck
@yoga_and_more
@visitkarte
@schmidtlepp
@michael_kunz
@btkrth
@brigitt01214804

Top Tweeters in G7:
@anooknick
@onmylil_ty
@cxle_
@bolero_rire
@mailovez
@nattamon0212
@toppingrainbow
@ituln
@sundecx
@rsmlp

Top Tweeters in G8:
@kompascom
@skinnergj
@tempodotco
@newsfilterio
@dev_discourse
@mediaindonesia
@jodyfield
@itacccchi
@infoitsalute
@swissbusiness

Top Tweeters in G9:
@jurylady5
@seekingalpha
@inpoco
@brazen_rifle
@petuniasforever
@mk_hh38
@m7m5ea
@manman_maru
@lauowolf
@_everbright_

Top Tweeters in G10:
@guldeen
@as_sakimori
@mtokj307
@lemon1931
@newla
@1215masumasa
@kinasato_cap001
@saigoh_ponta
@opinel432
@macha1130


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