Opdivo, Twitter, 8/3/2019 10:51:33 PM, 205574


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Opdivo_2019-08-03_15-10-11.xlsx
Opdivo_2019-08-03_15-10-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 03, 2019
Short Description:
Opdivo via NodeXL http://bit.ly/33bzKbA
@bmsnews
@galeno1999
@marybolanos
@tusaludhispana
@efrainalvaradoa
@sanojaomar
@mvas52
@fundacionbadan
@gambiste1
@satoruo

Top hashtags:
#opdivo
#nivolumab
#zoladex
#avastin
#rituximab
#nexavar
#pharma
#caracas
#immunotherapy

Description:
Description
The graph represents a network of 1,607 Twitter users whose tweets in the requested range contained "Opdivo", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 03 August 2019 at 22:10 UTC.

The requested start date was Thursday, 01 August 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 91-day, 21-hour, 49-minute period from Wednesday, 01 May 2019 at 00:44 UTC to Wednesday, 31 July 2019 at 22:33 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 : 1607
Unique Edges : 1686
Edges With Duplicates : 1072
Total Edges : 2758
Number of Edge Types : 3
Mentions : 1703
Tweet : 831
Replies to : 224
Self-Loops : 831
Reciprocated Vertex Pair Ratio : 0.0120401337792642
Reciprocated Edge Ratio : 0.0237937871777925
Connected Components : 419
Single-Vertex Connected Components : 308
Maximum Vertices in a Connected Component : 540
Maximum Edges in a Connected Component : 1312
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.466461
Graph Density : 0.000586242784331625
Modularity : 0.580206
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[61] https://www.buzzfeed.com/jp/satoruosuka/cancer-opdivo?utm_source=dynamic&utm_campaign=bfsharetwitter
[28] https://news.bms.com/press-release/bmy/bristol-myers-squibb-announces-results-checkmate-459-study-evaluating-opdivo-nivol
[13] https://www.fiercepharma.com/pharma/merck-s-keytruda-passing-opdivo-bags-double-head-and-neck-cancer-ok
[12] https://www.reuters.com/article/us-bristol-myers-cancer/bristol-myers-opdivo-fails-late-stage-brain-cancer-trial-idUSKCN1SF1B8?feedType=RSS&feedName=healthNews
[10] https://endpts.com/bristol-myers-does-it-again-disappointing-investors-with-another-failed-opdivo-phiii-as-227-flops/
[10] http://brazilsfecompany.blogspot.com.br/2018/04/2018-Top-20-Medicamentos-Mais-Vendidos-no-Mundo.html
[10] https://twitter.com/BrazilSFE
[10] http://benzaiten.dyndns.org/roller/ugya/entry/honjo-tasuku-opdivo
[9] https://medcitynews.com/2019/05/bmss-immunotherapy-drug-opdivo-fails-in-phase-iii-brain-cancer-study/
[8] https://news.bms.com/press-release/bmy/bristol-myers-squibb-announces-results-checkmate-459-study-evaluating-opdivo-nivol?linkId=69441570

Top URLs in Tweet in G1:
[12] https://www.reuters.com/article/us-bristol-myers-cancer/bristol-myers-opdivo-fails-late-stage-brain-cancer-trial-idUSKCN1SF1B8?feedType=RSS&feedName=healthNews
[10] http://brazilsfecompany.blogspot.com.br/2018/04/2018-Top-20-Medicamentos-Mais-Vendidos-no-Mundo.html
[10] https://twitter.com/BrazilSFE
[6] https://www.fiercepharma.com/pharma/merck-s-keytruda-passing-opdivo-bags-double-head-and-neck-cancer-ok
[5] https://www.reuters.com/article/us-bristol-myers-cancer/bristol-myers-opdivo-fails-late-stage-brain-cancer-trial-idUSKCN1SF1B8?feedType=RSS&feedName=healthNews&utm_source=dlvr.it&utm_medium=twitter
[5] https://medcitynews.com/2019/05/bmss-immunotherapy-drug-opdivo-fails-in-phase-iii-brain-cancer-study/
[5] https://www.buzzfeed.com/jp/satoruosuka/cancer-opdivo?utm_source=dynamic&utm_campaign=bfsharetwitter
[5] https://lungcancersymptomsx.com/a-hope-for-mesothelioma-patients-with-new-lung-cancer-drug-opdivo.html
[4] https://www.reuters.com/article/us-bristol-myers-cancer/bristol-myers-opdivo-fails-late-stage-brain-cancer-trial-idUSKCN1SF1B8
[4] https://news.bms.com/press-release/bmy/bristol-myers-squibb-announces-results-checkmate-459-study-evaluating-opdivo-nivol

Top URLs in Tweet in G2:
[56] https://www.buzzfeed.com/jp/satoruosuka/cancer-opdivo?utm_source=dynamic&utm_campaign=bfsharetwitter

Top URLs in Tweet in G3:
[8] https://endpts.com/bristol-myers-does-it-again-disappointing-investors-with-another-failed-opdivo-phiii-as-227-flops/
[2] https://seekingalpha.com/news/3473157
[2] https://news.bms.com/press-release/bmy/bristol-myers-squibb-announces-results-checkmate-459-study-evaluating-opdivo-nivol
[2] https://endpts.com/bristol-myers-star-opdivo-fails-survival-test-in-a-matchup-with-nexavar-aimed-at-shaking-up-the-big-hcc-market/
[2] https://twitter.com/bio_clouseau/status/1143111436241162241
[2] https://www.youtube.com/watch?v=WDDxSO_7DxU

[2] https://www.fiercebiotech.com/biotech/complete-response-rate-nektar-melanoma-trial-hits-34
[1] http://clincancerres.aacrjournals.org/content/early/2019/06/25/1078-0432.CCR-18-3944
[1] http://ir.exelixis.com/news-releases/news-release-details/exelixis-initiating-phase-3-pivotal-trial-cosmic-313
[1] https://news.bms.com/press-release/corporatefinancial-news/five-year-survival-observed-longest-follow-date-advanced-melan

Top URLs in Tweet in G5:
[1] https://www.instagram.com/p/Bzw9zainZet5RPei55oe3q-Oms2GkPxZ0fBmCQ0/?igshid=kgblw7wy62dl

Top URLs in Tweet in G6:
[4] https://news.bms.com/press-release/asco19/bristol-myers-squibb-announces-first-presentation-results-opdivo-nivolumab-plus?linkId=68472488
[3] https://news.bms.com/press-release/bmy/bristol-myers-squibb-announces-results-checkmate-459-study-evaluating-opdivo-nivol?linkId=69441570
[3] https://pharmaphorum.com/views-and-analysis/rd-roundup-novartis-crispr-opdivo/
[3] https://finance.yahoo.com/news/bristol-myers-bmy-presents-multiple-130301742.html
[2] https://media.bayer.com/baynews/baynews.nsf/id/Bayer-Bristol-Myers-Squibb-Ono-Pharmaceutical-enter-a-clinical-collaboration-agreement-investigate
[2] https://ir.ziopharm.com/news-releases/news-release-details/ziopharm-oncology-completes-enrollment-controlled-il-12-plus
[2] https://pharmaphorum.com/news/bms-has-another-opdivo-setback-after-liver-cancer-trial-failure/?utm_source=pharmaphorum+Daily+Newsletter&utm_campaign=e64cb98ac2-EMAIL_CAMPAIGN_2019_06_25_11_55&utm_medium=email&utm_term=0_a54496134b-e64cb98ac2-438901029
[1] https://twitter.com/MVAS52/status/1128343252564881410
[1] https://www.curetoday.com/articles/presurgical-opdivo-may-benefit-patients-with-glioblastoma
[1] https://www.cnbc.com/amp/2019/07/24/bristol-myers-releases-mixed-opdivo-lung-cancer-results.html?__twitter_impression=true

Top URLs in Tweet in G8:
[15] https://news.bms.com/press-release/bmy/bristol-myers-squibb-announces-results-checkmate-459-study-evaluating-opdivo-nivol
[4] https://news.bms.com/press-release/bmy/bristol-myers-squibb-announces-results-checkmate-459-study-evaluating-opdivo-nivol?linkId=69441570
[3] https://bit.ly/2x70MSX
[1] https://twitter.com/InfoCancerFoie/status/1143217317888823296
[1] https://clinicaltrials.gov/ct2/show/NCT02576509?term=nivolumab+checkmate&cond=Hepatocellular+Carcinoma&rank=3

Top URLs in Tweet in G10:
[3] http://braintumorstorageoptions.ca
[1] http://Braintumorstorageoptions.ca
[1] https://www.curetoday.com/articles/genomic-features-may-aid-immunotherapys-role-in-glioblastoma
[1] https://www.curetoday.com/articles/opdivo-plus-radiation-fails-to-prolong-survival-in-subtype-of-glioblastoma
[1] https://www.curetoday.com/articles/yervoy-plus-opdivo-appears-to-be-a-cost-effective-treatment-option-in-kidney-cancer
[1] https://www.curetoday.com/articles/immunotherapy-combo-improves-responses-in-patients-with-metastatic-bladder-cancer

Top Domains
Top Domains in Tweet in Entire Graph:
[64] buzzfeed.com
[52] fiercepharma.com
[50] bms.com
[46] twitter.com
[34] dlvr.it
[32] reuters.com
[22] endpts.com
[22] medcitynews.com
[21] co.jp
[17] blogspot.com

Top Domains in Tweet in G1:
[29] reuters.com
[25] fiercepharma.com
[19] twitter.com
[19] dlvr.it
[15] medcitynews.com
[14] blogspot.com
[12] co.jp
[11] com.br
[11] jiho.jp
[10] einnews.com

Top Domains in Tweet in G2:
[56] buzzfeed.com

Top Domains in Tweet in G3:
[11] endpts.com
[9] twitter.com
[7] bms.com
[6] dlvr.it
[3] seekingalpha.com
[3] fiercebiotech.com
[2] evaluate.com
[2] youtube.com
[2] businesswire.com
[2] bloomberg.com

Top Domains in Tweet in G5:
[1] instagram.com

Top Domains in Tweet in G6:
[9] bms.com
[9] pharmaphorum.com
[4] twitter.com
[4] pharmaceutical-technology.com
[3] thepharmaletter.com
[3] pharmashots.com
[3] yahoo.com
[2] consalud.es
[2] acobur.es
[2] bayer.com

Top Domains in Tweet in G8:
[19] bms.com
[3] bit.ly
[1] twitter.com
[1] clinicaltrials.gov

Top Domains in Tweet in G10:
[4] braintumorstorageoptions.ca
[4] curetoday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[200] opdivo
[138] nivolumab
[63] zoladex
[47] avastin
[47] rituximab
[38] nexavar
[36] pharma
[35] caracas
[26] immunotherapy
[26] sutent



Top Hashtags in Tweet in G1:
[45] opdivo
[19] pharma
[15] nivolumab
[12] cancer
[12] januvia
[12] lantus
[12] prevnar13
[12] neulasta
[10] janumet
[10] prevener

Top Hashtags in Tweet in G3:
[10] asco19
[8] nivolumab
[5] opdivo
[3] carcinome
[2] sorafenib
[2] hcc
[2] keytruda
[1] dcvax
[1] chimiothérapie
[1] cetuximab

Top Hashtags in Tweet in G4:
[84] opdivo
[74] nivolumab
[62] zoladex
[47] rituximab
[37] nexavar
[35] caracas
[33] avastin
[24] revlimib
[24] capecitabina
[23] docetaxel

Top Hashtags in Tweet in G5:
[16] opdivo
[16] nivolumab
[15] valencia
[15] venezuela
[15] quimioterapias
[1] paclitaxel
[1] zyprexa
[1] tykerb
[1] tamoxifeno
[1] erbitux

Top Hashtags in Tweet in G6:
[8] opdivo
[7] melanoma
[6] media
[6] hcc
[5] pharma
[4] asco19
[4] immunotherapy
[3] mesothelioma
[3] mesotelioma
[3] asbestos

Top Hashtags in Tweet in G8:
[8] hcc
[5] hepatocellularcarcinoma
[5] livercancer
[5] treatment
[3] pressrelease
[2] nivolumab
[2] sorafenib
[1] media

Top Hashtags in Tweet in G10:
[1] kidneycancer

Top Words
Top Words in Tweet in Entire Graph:
[916] Words in Sentiment List#1: Positive
[1118] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[40786] Non-categorized Words
[42820] Total Words
[1439] opdivo
[413] cancer
[412] nivolumab
[403] bristol
[306] myers

Top Words in Tweet in G1:
[438] opdivo
[210] cancer
[199] bristol
[133] myers
[97] trial
[93] fails
[87] phase
[85] nivolumab
[80] study
[79] brain

Top Words in Tweet in G2:
[241] satoruo
[187] がんと免疫については
[187] 以前にバズフィードに解説記事を書いています
[187] 免疫はたしかにがん治療に重要なのですが
[187] それを一般生活にある食品
[187] 食事療法などで
[187] 大きく変えて
[187] がん細胞を殺せるような変化を起こすことは困難であることがわかっています
[187] 記事をご参考に
[66] ã

Top Words in Tweet in G3:
[281] opdivo
[185] bmy
[115] keytruda
[69] 2
[66] checkmate
[62] 1l
[57] non
[56] nsclc
[55] andybiotech
[50] indeed

Top Words in Tweet in G4:
[84] #opdivo
[74] #nivolumab
[62] #zoladex
[47] serviciopublive
[47] #rituximab
[39] medcancervzla
[39] donamed_ve
[38] buscandomedicin
[37] sebuscasedona
[37] #nexavar

Top Words in Tweet in G5:
[86] opdivo
[84] nivolumab
[58] ampollas
[53] fundacionbadan
[48] https
[43] requiere
[43] urgencia
[40] disponible
[38] 10
[38] mg

Top Words in Tweet in G6:
[96] opdivo
[46] bmsnews
[35] trial
[32] data
[31] nivolumab
[25] combo
[23] phase
[22] 1
[21] cancer
[20] ziop

Top Words in Tweet in G7:
[62] bir
[61] 2
[60] barisyarkadas
[60] kutusu
[60] 28
[60] bin
[60] tl'den
[60] satılan
[60] ve
[60] ay

Top Words in Tweet in G8:
[51] sorafenib
[50] nivolumab
[35] survival
[33] improve
[26] trial
[25] results
[25] checkmate
[25] 459
[24] overall
[20] show

Top Words in Tweet in G9:
[3] vprasadmdmph
[3] opdivo
[2] drugs
[2] before
[2] pd
[2] new
[2] bristol

Top Words in Tweet in G10:
[21] opdivo
[19] keytruda
[13] vaccine
[13] patients
[9] label
[7] tumor
[6] pd1
[5] dcvax
[5] tissue
[4] gene

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[303] bristol,myers
[187] がんと免疫については,以前にバズフィードに解説記事を書いています
[187] 以前にバズフィードに解説記事を書いています,免疫はたしかにがん治療に重要なのですが
[187] 免疫はたしかにがん治療に重要なのですが,それを一般生活にある食品
[187] それを一般生活にある食品,食事療法などで
[187] 食事療法などで,大きく変えて
[187] 大きく変えて,がん細胞を殺せるような変化を起こすことは困難であることがわかっています
[187] がん細胞を殺せるような変化を起こすことは困難であることがわかっています,記事をご参考に
[186] opdivo,nivolumab
[186] satoruo,がんと免疫については

Top Word Pairs in Tweet in G1:
[132] bristol,myers
[82] opdivo,fails
[73] brain,cancer
[66] myers,squibb
[65] opdivo,nivolumab
[57] late,stage
[53] cancer,trial
[52] bristol,myers'
[52] stage,brain
[50] myers',opdivo

Top Word Pairs in Tweet in G2:
[187] がんと免疫については,以前にバズフィードに解説記事を書いています
[187] 以前にバズフィードに解説記事を書いています,免疫はたしかにがん治療に重要なのですが
[187] 免疫はたしかにがん治療に重要なのですが,それを一般生活にある食品
[187] それを一般生活にある食品,食事療法などで
[187] 食事療法などで,大きく変えて
[187] 大きく変えて,がん細胞を殺せるような変化を起こすことは困難であることがわかっています
[187] がん細胞を殺せるような変化を起こすことは困難であることがわかっています,記事をご参考に
[186] satoruo,がんと免疫については
[55] がんに対する免疫療法については,以前にバズフィードで詳しく解説しています
[55] 以前にバズフィードで詳しく解説しています,ご興味のある方はそちらをご覧ください

Top Word Pairs in Tweet in G3:
[50] keytruda,1l
[50] 1l,non
[50] non,squamous
[49] final,nail
[49] nail,coffin
[49] coffin,opdivo
[49] opdivo,indeed
[49] indeed,inferior
[49] inferior,keytruda
[49] squamous,nsclc

Top Word Pairs in Tweet in G4:
[57] #opdivo,#nivolumab
[23] #rituximab,#capecitabina
[22] #caracas,#rituximab
[22] #capecitabina,#xeloda
[22] #xeloda,#taxol
[22] #taxol,#nexavar
[22] #nexavar,#zoldonat
[22] #zoldonat,#zoladex
[22] #zoladex,#opdivo
[22] #nivolumab,#docetaxel

Top Word Pairs in Tweet in G5:
[46] opdivo,nivolumab
[43] requiere,urgencia
[38] nivolumab,10
[38] 10,mg
[38] mg,ml
[38] ml,4ml
[38] 4ml,opdivo
[35] buenos,dias
[35] dias,disponible
[35] disponible,sucursal

Top Word Pairs in Tweet in G6:
[20] opdivo,nivolumab
[15] bristol,myers
[14] il,12
[13] controlled,il
[11] combination,trial
[10] nivolumab,opdivo
[10] phase,1
[10] 1,combination
[10] 12,plus
[10] plus,opdivo

Top Word Pairs in Tweet in G7:
[60] 2,kutusu
[60] kutusu,28
[60] 28,bin
[60] bin,tl'den
[60] tl'den,satılan
[60] satılan,ve
[60] ve,ay
[60] ay,kullanılmak
[60] kullanılmak,zorunda
[60] zorunda,opdivo

Top Word Pairs in Tweet in G8:
[25] checkmate,459
[22] overall,survival
[20] results,checkmate
[20] 459,trial
[20] trial,show
[20] show,nivolumab
[20] nivolumab,improve
[20] improve,overall
[20] survival,compared
[20] compared,sorafenib

Top Word Pairs in Tweet in G10:
[19] keytruda,opdivo
[6] label,keytruda
[4] gene,expression
[4] tumor,tissue
[3] pd,1
[3] mesenchymal,gene
[2] vaccine,plus
[2] plus,label
[2] still,alive
[2] dcvax,label

Top Replied-To
Top Replied-To in Entire Graph:
@thenci
@fundacionbadan
@bmsnews
@buscandomedicin
@freddyflash1
@bradloncar
@julioespinoza4
@andybiotech
@medcancervzla
@matthewherper

Top Replied-To in G3:
@andybiotech
@bradloncar
@matthewherper
@adamfeuerstein
@rogerb06385286
@bertrandbio
@notthatkindofdr
@biotechobserver
@maverickny
@adar170

Top Replied-To in G4:
@fundacionbadan
@buscandomedicin
@freddyflash1
@medcancervzla
@quimiov
@julioespinoza4
@sebuscasedona
@fncancer
@donamed_ve
@accionsolidaria

Top Replied-To in G5:
@freddyflash1
@santicancerosa
@medicinatogogm1
@maydavila1

Top Replied-To in G6:
@bmsnews
@bradloncar
@dodawuk
@biotech2050
@mvas52
@curemelanoma

Top Replied-To in G7:
@barisyarkadas

Top Replied-To in G9:
@rskemp01
@mikejohansenmd
@akapczynski

Top Replied-To in G10:
@shelnic6
@claredotexe
@mineurosurgery
@melhoop10
@cure_magazine
@katelovesthe80s
@paul_bayne
@txsunflowersoul
@amhoov
@npnowgaug

Top Mentioned
Top Mentioned in Entire Graph:
@satoruo
@fundacionbadan
@barisyarkadas
@andybiotech
@bmsnews
@serviciopublive
@donamed_ve
@ayudasosvzla
@medcancervzla
@sebuscasedona

Top Mentioned in G1:
@clinicalphase
@cmencke
@judsontelemed
@ray_noble1
@womens_womens
@nailethv
@lmmarknaden
@larvol
@lungcancer_bio

Top Mentioned in G2:
@satoruo

Top Mentioned in G3:
@andybiotech
@bradloncar
@johncendpts
@adamfeuerstein
@jacobplieth
@semodough
@matthewherper
@endpts
@sxbegle
@dewdiligence

Top Mentioned in G4:
@serviciopublive
@donamed_ve
@ayudasosvzla
@medcancervzla
@sebuscasedona
@buscandomedicin
@sosmedicina
@publserv
@esedesalud
@medicinasve

Top Mentioned in G5:
@fundacionbadan
@danibolanos
@face_uc
@fapuv
@apucoficial
@marybolanos
@galeagustavo
@quimiov

Top Mentioned in G6:
@bmsnews
@ziopharm
@biotech2050
@curemelanoma
@bayerpharma
@bayer
@tarisbio
@mvas52
@bermesproject
@linda_

Top Mentioned in G7:
@barisyarkadas

Top Mentioned in G8:
@bclc_group
@augustonyc
@aeehliver
@infocancerfoie
@bmsnews
@dufour_jf
@jturnesv
@adiazgonzalezmd

Top Mentioned in G9:
@vprasadmdmph
@venkmurthy
@oncology_bg
@drjohnm
@cmichaelgibson
@onco_cardiology
@drmarthagulati
@purviparwani
@roguerad
@anish_koka

Top Mentioned in G10:
@doughboyspod
@mbmbam
@thezonecast
@edwardlemon3
@gordquotes

Top Tweeters
Top Tweeters in Entire Graph:
@yuuji_k1
@myalliesnews
@medicinehelp
@follementbijoux
@allstocknews
@rocketnews1
@politicalhedge
@mharvey816
@tradnews_
@razzletazzlemag

Top Tweeters in G1:
@myalliesnews
@medicinehelp
@follementbijoux
@allstocknews
@rocketnews1
@politicalhedge
@razzletazzlemag
@marketcurrents
@gogiuk
@newsfromspi

Top Tweeters in G2:
@teaparty0000
@hayohater
@suigadou
@kumikokatase
@mariajinha
@kinginsunago
@kgn_works
@hiroo
@socio34050
@mifasorahula

Top Tweeters in G3:
@mharvey816
@bioportfolio
@mr_showkz99
@gambiste1
@cancer_bio
@donnayoungdc
@johnnosta
@jimcramer
@blossomvinson
@portefeuillefun

Top Tweeters in G4:
@duinconsueloc
@vetehugo
@arquitecty
@pecescd
@hapariciog1108
@serviciopublive
@tamaracoromoto
@onehundredon
@donamed_ve
@chuotorrealba

Top Tweeters in G5:
@yolimaarellano
@cristobalvega
@ruthalzualde
@mairaazuje
@fundacionbadan
@marcop72
@antoniojdo
@reinaseq
@anyrmontes28
@egi_gimenezm

Top Tweeters in G6:
@linda_adao
@urotoday
@isanidad
@hernangraffe
@samadovaabditch
@pharmaphorum
@swoodruff
@ecsalud_com
@ibasecretariat
@biotech2050

Top Tweeters in G7:
@barisyarkadas
@no_rumuz
@ezgisutoprak
@nathan61641442
@sebahatturkmen
@kkbirocuk1
@fkoruyucu1
@zehrabozca
@meralyilmazlar
@svmaktryldz

Top Tweeters in G8:
@drjhk
@fpazgomez
@tamarnegie
@hakosemi
@carmenvcello
@sepdigestiva
@rplanasv
@jturnesv
@drjaviercrespo
@birminghamliver

Top Tweeters in G9:
@drmarthagulati
@cmichaelgibson
@roguerad
@vprasadmdmph
@onco_cardiology
@venkmurthy
@cdcgov
@oncology_bg
@anish_koka
@purviparwani

Top Tweeters in G10:
@edwardlemon3
@cure_magazine
@gordquotes
@shelnic6
@melhoop10
@katelovesthe80s
@johnny70250027
@npnowgaug
@mbmbam
@txsunflowersoul


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