Opdivo, Twitter, 5/29/2019 8:14:54 PM, 198480


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Opdivo_2019-05-29_09-07-33.xlsx
Opdivo_2019-05-29_09-07-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 29, 2019
Short Description:
Opdivo via NodeXL http://bit.ly/2Wdaylw
@elpitazotv
@ayudasosvzla
@medcancervzla
@yohanamarra
@johncendpts
@quimiosalud
@jq1234t
@lizcancerhealth
@matthewherper
@cancerresearch

Top hashtags:
#opdivo
#caracas
#serviciopúblico
#nivolumab
#rituximab
#nexavar
#zoladex

Description:
Description
The graph represents a network of 1,546 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 Wednesday, 29 May 2019 at 16:08 UTC.

The requested start date was Wednesday, 29 May 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 88-day, 20-hour, 2-minute period from Friday, 01 March 2019 at 00:01 UTC to Tuesday, 28 May 2019 at 20:04 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 : 1546
Unique Edges : 1495
Edges With Duplicates : 879
Total Edges : 2374
Number of Edge Types : 3
Mentions : 1470
Tweet : 710
Replies to : 194
Self-Loops : 710
Reciprocated Vertex Pair Ratio : 0.015600624024961
Reciprocated Edge Ratio : 0.0307219662058372
Connected Components : 395
Single-Vertex Connected Components : 273
Maximum Vertices in a Connected Component : 308
Maximum Edges in a Connected Component : 656
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.086762
Graph Density : 0.00054509601979427
Modularity : 0.598241
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] http://brazilsfecompany.blogspot.com.br/2018/04/2018-Top-20-Medicamentos-Mais-Vendidos-no-Mundo.html
[20] https://twitter.com/BrazilSFE
[15] https://www.biospace.com/article/bristol-myers-squibb-s-opdivo-shows-long-term-survival-benefits-for-lung-cancer/
[15] https://endpts.com/little-apexigen-steals-the-show-with-their-cd40-opdivo-cocktail-as-aacr-gets-underway/
[14] http://medsminders.com/medsminders-app/
[14] https://finance.yahoo.com/news/htbx-hs-110-interim-144000713.html
[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://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/
[9] https://www.fiercepharma.com/pharma/aacr-bristol-myers-squibb-s-opdivo-yervoy-duo-provokes-response-rare-tumors

Top URLs in Tweet in G1:
[20] http://brazilsfecompany.blogspot.com.br/2018/04/2018-Top-20-Medicamentos-Mais-Vendidos-no-Mundo.html
[20] https://twitter.com/BrazilSFE
[14] http://medsminders.com/medsminders-app/
[12] https://www.reuters.com/article/us-bristol-myers-cancer/bristol-myers-opdivo-fails-late-stage-brain-cancer-trial-idUSKCN1SF1B8?feedType=RSS&feedName=healthNews
[8] https://lungcancersymptomsx.com/a-hope-for-mesothelioma-patients-with-new-lung-cancer-drug-opdivo.html
[7] https://www.biospace.com/article/bristol-myers-squibb-s-opdivo-shows-long-term-survival-benefits-for-lung-cancer/
[6] https://medcitynews.com/2019/05/bmss-immunotherapy-drug-opdivo-fails-in-phase-iii-brain-cancer-study/
[5] http://min-voice.com/opdivo-14722.html
[5] https://endpts.com/little-apexigen-steals-the-show-with-their-cd40-opdivo-cocktail-as-aacr-gets-underway/
[5] https://www.fiercepharma.com/pharma/aacr-bristol-myers-squibb-s-opdivo-yervoy-duo-provokes-response-rare-tumors

Top URLs in Tweet in G4:
[4] https://www.tradethenews.com/?twtId=7686
[3] http://www.evaluate.com/vantage/articles/analysis/vantage-views/bristols-doomsday-scenario-could-opdivo-start-shrinking?utm_source=Twitter&utm_medium=Social&utm_campaign=evaluatepharma
[3] http://www.jpubb.com/press/2063152/
[2] https://www.biospace.com/article/bristol-myers-squibb-s-opdivo-shows-long-term-survival-benefits-for-lung-cancer/
[1] https://www.businesswire.com/news/home/20190517005520/en
[1] https://finance.yahoo.com/news/bristol-myers-squibb-co-bmy-184533265.html
[1] https://www.biocentury.com/bc-extra/politics-policy/2019-04-03/fdas-pazdur-encourages-chinese-companies-bring-low-cost-pd-1-
[1] https://www.evaluate.com/vantage/articles/news/trial-results/asco-2019-abstract-drop-fires-starting-gun
[1] http://www.evaluate.com/vantage/articles/analysis/vantage-views/bristols-doomsday-scenario-could-opdivo-start-shrinking
[1] https://twitter.com/JohnCendpts/status/1126465145780281344

Top URLs in Tweet in G7:
[5] http://www.lqventures.com/
[3] https://pharmaphorum.com/views-and-analysis/rd-roundup-novartis-crispr-opdivo/
[3] https://www.chemanager-online.com/en/news-opinions/headlines/fda-approves-us-merck-pfizer-cancer-treatment
[3] https://www.fiercepharma.com/pharma/aacr-bristol-myers-squibb-s-opdivo-yervoy-duo-provokes-response-rare-tumors?utm_source=dlvr.it&utm_medium=twitter
[3] https://endpts.com/little-apexigen-steals-the-show-with-their-cd40-opdivo-cocktail-as-aacr-gets-underway?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.fiercepharma.com/marketing/aacr-bms-clinging-to-opdivo-s-lung-cancer-share-highlights-long-term-data?utm_source=dlvr.it&utm_medium=twitter
[2] https://news.bms.com/press-release/corporatefinancial-news/opdivo-nivolumab-plus-low-dose-yervoy-ipilimumab-demonstrate-0?linkId=63481717
[2] http://www.pharmafile.com/news/520962/bms-opdivoyervoy-recommended-untreated-kidney-cancer-cancer-drugs-fund
[2] https://www.thepharmaletter.com/article/aacr-new-second-line-survival-data-for-opdivo
[1] https://pharmaphorum.com/news/bms-opdivo-fails-late-stage-brain-cancer-test/

Top URLs in Tweet in G10:
[3] https://www.curetoday.com/articles/presurgical-opdivo-may-benefit-patients-with-glioblastoma
[3] https://www.ajmc.com/journals/evidence-based-oncology/2019/february-2019/is-immunotherapy-the-future-of-glioblastoma-treatment
[2] https://www.curetoday.com/articles/pooled-analysis-shows-long-term-benefit-with-opdivo-in-non-small-cell-lung-cancer
[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/opdivo-plus-radiation-fails-to-prolong-survival-in-subtype-of-glioblastoma

Top Domains
Top Domains in Tweet in Entire Graph:
[67] fiercepharma.com
[44] twitter.com
[28] endpts.com
[25] reuters.com
[22] com.br
[20] biospace.com
[20] dlvr.it
[17] yahoo.com
[16] change.org
[14] medsminders.com

Top Domains in Tweet in G1:
[43] fiercepharma.com
[27] twitter.com
[23] reuters.com
[22] com.br
[14] medsminders.com
[13] dlvr.it
[10] medcitynews.com
[9] jiho.jp
[8] lnkd.in
[8] min-voice.com

Top Domains in Tweet in G4:
[5] evaluate.com
[4] tradethenews.com
[3] jpubb.com
[2] biospace.com
[2] twitter.com
[1] businesswire.com
[1] yahoo.com
[1] biocentury.com

Top Domains in Tweet in G7:
[6] fiercepharma.com
[5] bms.com
[5] lqventures.com
[4] pharmaphorum.com
[4] thepharmaletter.com
[3] pharmafile.com
[3] chemanager-online.com
[3] endpts.com
[2] twitter.com
[2] pharmaceutical-technology.com

Top Domains in Tweet in G10:
[7] curetoday.com
[3] ajmc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[256] opdivo
[243] caracas
[177] serviciopúblico
[152] nivolumab
[113] rituximab
[101] nexavar
[100] zoladex
[76] capecitabina
[73] zoldonat
[71] avastin



Top Hashtags in Tweet in G1:
[81] opdivo
[34] januvia
[34] lantus
[34] prevnar13
[34] neulasta
[31] nivolumab
[24] pharma
[23] rituximab
[22] capecitabina
[21] zoldonat

Top Hashtags in Tweet in G2:
[153] caracas
[151] serviciopúblico
[2] serviciopãºblico

Top Hashtags in Tweet in G3:
[114] opdivo
[94] nivolumab
[90] rituximab
[81] nexavar
[80] zoladex
[65] avastin
[63] caracas
[54] capecitabina
[52] zoldonat
[50] docetaxel

Top Hashtags in Tweet in G4:
[4] melanoma
[3] asco19
[2] pharma
[2] cancer
[2] oncology
[1] rcc
[1] univofalabama
[1] aacr19

Top Hashtags in Tweet in G6:
[1] adaletinbumudünya
[1] perşembe

Top Hashtags in Tweet in G7:
[7] kidneycancer
[7] opdivo
[7] lcsm
[6] media
[6] pharma
[6] biotech
[4] gu19
[4] fda
[4] keytruda
[4] inlyta

Top Hashtags in Tweet in G9:
[6] caracas
[5] serviciopúblico

Top Hashtags in Tweet in G10:
[1] kidneycancer
[1] opdivo
[1] lcsm

Top Words
Top Words in Tweet in Entire Graph:
[828] Words in Sentiment List#1: Positive
[848] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[40013] Non-categorized Words
[41689] Total Words
[1383] opdivo
[447] nivolumab
[342] cancer
[280] bristol
[256] #opdivo

Top Words in Tweet in G1:
[324] opdivo
[156] cancer
[147] bristol
[90] trial
[81] #opdivo
[81] myers
[78] brain
[76] fails
[59] phase
[56] stage

Top Words in Tweet in G2:
[153] #caracas
[153] paciente
[153] solicita
[153] urgencia
[153] opdivo
[153] nivolumab
[153] ampolla
[153] 40mg
[153] 100mg
[152] elpitazotv

Top Words in Tweet in G3:
[114] #opdivo
[94] #nivolumab
[90] #rituximab
[81] #nexavar
[80] #zoladex
[65] #avastin
[63] #caracas
[54] #capecitabina
[52] #zoldonat
[50] #docetaxel

Top Words in Tweet in G4:
[109] opdivo
[69] bmy
[24] s
[23] yervoy
[20] sales
[20] keytruda
[18] nktr
[18] cancer
[18] glioblastoma
[17] 1

Top Words in Tweet in G5:
[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 G6:
[64] 18
[64] halit
[64] ewing
[64] sarkom
[64] tedavi
[64] etkisi
[64] olan
[64] opdivo
[62] yaşındaki
[62] arkadaşım

Top Words in Tweet in G7:
[71] opdivo
[36] cancer
[36] gt
[28] bmsnews
[21] lung
[19] cell
[17] yervoy
[17] small
[15] patients
[15] canada

Top Words in Tweet in G8:
[51] new
[50] nearly
[50] 90
[50] medicines
[50] launched
[50] worldwide
[50] last
[50] decade
[50] available
[50] u

Top Words in Tweet in G9:
[53] paciente
[53] cáncer
[53] solicita
[53] opdivo
[53] nivolumab
[53] ampolla
[53] 40mg
[53] 100mg
[48] urgente
[48] conoce

Top Words in Tweet in G10:
[25] patients
[24] opdivo
[21] glioblastoma
[19] treatment
[15] tumor
[14] immunotherapy
[14] results
[13] future
[13] researchers
[13] physicians

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[337] opdivo,nivolumab
[208] nivolumab,ampolla
[208] ampolla,40mg
[208] 40mg,100mg
[206] paciente,cáncer
[206] cáncer,solicita
[177] bristol,myers
[160] #caracas,paciente
[160] solicita,urgencia
[160] urgencia,opdivo

Top Word Pairs in Tweet in G1:
[80] bristol,myers
[73] opdivo,fails
[70] brain,cancer
[53] bristol,myers'
[53] late,stage
[52] stage,brain
[52] cancer,trial
[48] myers',opdivo
[47] fails,late
[39] opdivo,yervoy

Top Word Pairs in Tweet in G2:
[153] #caracas,paciente
[153] solicita,urgencia
[153] urgencia,opdivo
[153] opdivo,nivolumab
[153] nivolumab,ampolla
[153] ampolla,40mg
[153] 40mg,100mg
[151] #serviciopúblico,#caracas
[151] paciente,cáncer
[151] cáncer,solicita

Top Word Pairs in Tweet in G3:
[58] #opdivo,#nivolumab
[50] #rituximab,#capecitabina
[49] #caracas,#rituximab
[49] #zoldonat,#zoladex
[49] #zoladex,#opdivo
[49] #nivolumab,#docetaxel
[37] #nexavar,#zoldonat
[35] #docetaxel,#taxotere
[34] #capecitabina,#xeloda
[34] #xeloda,#taxol

Top Word Pairs in Tweet in G4:
[15] opdivo,yervoy
[14] glioblastoma,tough
[14] tough,cancer
[14] cancer,crack
[14] crack,today
[14] today,s
[14] s,failure
[14] failure,abbv
[14] abbv,abt
[14] abt,414

Top Word Pairs in Tweet in G5:
[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 G6:
[64] ewing,sarkom
[64] etkisi,olan
[64] olan,opdivo
[62] 18,yaşındaki
[62] yaşındaki,arkadaşım
[62] arkadaşım,halit
[62] halit,yarımbatman
[62] yarımbatman,ewing
[62] sarkom,hastası
[62] hastası,tedavi

Top Word Pairs in Tweet in G7:
[24] gt,gt
[20] lung,cancer
[17] small,cell
[17] cell,lung
[14] pablo,domínguez
[13] urgente,pablo
[13] domínguez,necesitan
[13] ampollas,opdivo
[13] opdivo,tratamiento
[13] tratamiento,inmunoterapia

Top Word Pairs in Tweet in G8:
[50] nearly,90
[50] 90,new
[50] new,medicines
[50] medicines,launched
[50] launched,worldwide
[50] worldwide,last
[50] last,decade
[50] decade,available
[50] available,u
[50] u,s

Top Word Pairs in Tweet in G9:
[53] paciente,cáncer
[53] cáncer,solicita
[53] opdivo,nivolumab
[53] nivolumab,ampolla
[53] ampolla,40mg
[53] 40mg,100mg
[48] urgente,paciente
[48] solicita,opdivo
[48] 100mg,conoce
[48] conoce,alguna

Top Word Pairs in Tweet in G10:
[13] immunotherapy,future
[13] future,glioblastoma
[13] glioblastoma,treatment
[13] treatment,researchers
[13] researchers,physicians
[13] physicians,anxiously
[13] anxiously,awaiting
[13] awaiting,results
[10] keytruda,opdivo
[10] endbraincancer,immunotherapy

Top Replied-To
Top Replied-To in Entire Graph:
@thenci
@fundacionbadan
@matthewherper
@bmsnews
@bradloncar
@jacobplieth
@julioespinoza4
@ca601ff0a58d454
@sclc_lungcancer
@freddyflash1

Top Replied-To in G3:
@fundacionbadan
@ca601ff0a58d454
@julioespinoza4
@freddyflash1
@donamed_ve
@buscandomedicin
@nascencion
@lauracnnt
@rodriguezeugen3
@ljrg

Top Replied-To in G4:
@matthewherper
@bradloncar
@jacobplieth
@dewdiligence
@johncendpts
@andresawyer
@sanctuary_bio
@fabtac2012
@adamfeuerstein
@zbiotech

Top Replied-To in G5:
@barisyarkadas

Top Replied-To in G6:
@ahbapplatformu
@harun_tekin
@haluk_levent

Top Replied-To in G7:
@bmsnews
@sclc_lungcancer
@jfreemandaily
@govcanhealth
@orourke_b

Top Replied-To in G10:
@katelovesthe80s
@cure_magazine
@geddisdee
@dparkbaer1230
@yolanda51853306
@bothexted
@simonbevan1
@mineurosurgery
@melhoop10

Top Mentioned
Top Mentioned in Entire Graph:
@elpitazotv
@barisyarkadas
@ereensu
@medcancervzla
@heritage
@yohanamarra
@serviciopublive
@buscandomedicin
@sebuscasedona

Top Mentioned in G1:
@clinicalphase
@cmencke
@pharmacruiting
@ray_noble1
@judsontelemed
@womens_womens
@nailethv

Top Mentioned in G2:
@elpitazotv

Top Mentioned in G3:
@medcancervzla
@serviciopublive
@buscandomedicin
@sebuscasedona
@ayudasosvzla
@esedesalud
@sosmedicina
@publserv
@donamed_ve

Top Mentioned in G4:
@adamfeuerstein
@byamybrown
@dewdiligence
@johncendpts
@bradloncar
@vantageanalysis
@jacobplieth
@fezziwig2008
@robindavison2
@tradertexmex

Top Mentioned in G5:
@barisyarkadas

Top Mentioned in G6:
@ereensu
@ahbapplatformu

Top Mentioned in G7:
@bmsnews
@galeno1999
@_timos_
@aacr
@merck
@efrainalvaradoa
@cadth_acmts
@charuaggarwalmd

Top Mentioned in G8:
@heritage

Top Mentioned in G9:
@yohanamarra
@elpitazotv

Top Mentioned in G10:
@endbraincancer
@cure_magazine
@redgia
@gordquotes
@meghanmccain
@derekcarrqb
@edwardlemon3

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@market_screener
@myalliesnews
@follementbijoux
@allstocknews
@rocketnews1
@trafficaracas
@prpnews
@politicalhedge
@razzletazzlemag

Top Tweeters in G1:
@market_screener
@myalliesnews
@follementbijoux
@allstocknews
@rocketnews1
@prpnews
@politicalhedge
@razzletazzlemag
@gogiuk
@provesting

Top Tweeters in G2:
@elpitazotv
@lismantilla
@platoyvaso
@tamaracoromoto
@joseramonrussia
@alearvi53
@donecolina
@infocracia
@arlexlimongi
@orgullosodvzla

Top Tweeters in G3:
@trafficaracas
@serviciopublive
@donamed_ve
@chuotorrealba
@fundatiacruz
@sebuscasedona
@fundacionbadan
@pocahontas0205
@maigual
@lauracnnt

Top Tweeters in G4:
@vgaykin
@matthewherper
@pnani456
@adamfeuerstein
@bradloncar
@fezziwig2008
@healthierit
@biostocks
@trade_the_news
@pharma_jp

Top Tweeters in G5:
@barisyarkadas
@ezgisutoprak
@no_rumuz
@sebahatturkmen
@nathan61641442
@fkoruyucu1
@zehrabozca
@keremozbyt
@gollik_emel
@kkbirocuk1

Top Tweeters in G6:
@caykovskibey
@icinizdeki_pic
@tubitinwh
@harun_tekin
@yareenguveen
@haluk_levent
@mysteryrosee
@ozlemberfinabul
@lapluiexo
@easypeasyluck

Top Tweeters in G7:
@_timos_
@glanzs
@amigoflorespad
@pharmaphorum
@jus2ibony
@efrainalvaradoa
@lqventures
@dompabloa
@chocolatierep
@medcitynews

Top Tweeters in G8:
@sage4dalab
@bigjet_
@jeaninex9
@heritage
@mrs_coder
@bob16066
@oldskooltarheel
@kim42159535
@peterdawsonusa
@jbw227

Top Tweeters in G9:
@lenyscarolina
@robertenor
@gabybuada
@mgruarc
@en_serio
@ronnyrodriguez
@maslowkelsen
@ruapiornais
@glenyhernandez
@lmaracara

Top Tweeters in G10:
@heatherswifty
@crowmogh
@dawnka
@redgia
@meghanmccain
@edwardlemon3
@ourwaroncancer
@cure_magazine
@dparkbaer1230
@ailuj_nostrebor


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