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merck_2017-05-19_08-57-46.xlsx
merck_2017-05-19_08-57-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2017
Short Description:
merck via NodeXL http://bit.ly/2qBHEKG
@merck
@merckgroup
@vaccinexchange
@adamfeuerstein
@danaelizabeth69
@lotusoak
@ambar_yeny

Description:
Description
The graph represents a network of 3,399 Twitter users whose tweets in the requested range contained "merck", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 May 2017 at 15:59 UTC.

The requested start date was Friday, 19 May 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 6-hour, 12-minute period from Sunday, 14 May 2017 at 17:47 UTC to Friday, 19 May 2017 at 00:00 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 : 3399
Unique Edges : 3871
Edges With Duplicates : 3233
Total Edges : 7104
Self-Loops : 2843
Reciprocated Vertex Pair Ratio : 0.050031867431485
Reciprocated Edge Ratio : 0.0952959028831563
Connected Components : 1357
Single-Vertex Connected Components : 1106
Maximum Vertices in a Connected Component : 1402
Maximum Edges in a Connected Component : 3871
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.041847
Graph Density : 0.000285286275903258
Modularity : 0.497026
NodeXL Version : 1.0.1.380

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[47] https://www.youtube.com/watch?v=LUduiwgHMQs&feature=youtu.be
[41] https://www.thestreet.com/story/14138308/1/merck-keytruda-chemo-asco-17-update-shows-lung-cancer-survival-trend.html
[34] http://www.testtalktakeaction.com/
[33] http://yourcancergameplan.com/
[30] https://www.thestreet.com/story/14133161/1/new-incyte-ido-cancer-immunotherapy-combo-data-revealed-ahead-of-asco-17-meeting.html
[30] https://www.thestreet.com/story/14133184/1/celgene-agios-update-blood-cancer-drug-study-results-in-asco-17-abstract.html
[24] http://www.reuters.com/article/us-merck-co-lawsuit-idUSKCN18C2RW?feedType=RSS&feedName=healthNews
[21] http://www.reuters.com/article/us-health-cancer-merck-incyte-idUSKCN18D2QI?feedType=RSS&feedName=healthNews
[18] http://in.reuters.com/article/health-ebola-vaccine-idINKBN1881ZN?utm_content=bufferd63ee&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[17] http://www.reuters.com/article/us-merck-co-lawsuit-idUSKCN18C2RW

Top URLs in Tweet in G1:
[24] http://www.reuters.com/article/us-merck-co-lawsuit-idUSKCN18C2RW?feedType=RSS&feedName=healthNews
[21] http://www.reuters.com/article/us-health-cancer-merck-incyte-idUSKCN18D2QI?feedType=RSS&feedName=healthNews
[16] http://www.reuters.com/article/us-health-cancer-bladder-idUSKCN18D2Q8?feedType=RSS&feedName=healthNews
[9] http://www.reuters.com/article/us-merck-co-lawsuit-idUSKCN18C2RW?feedType=RSS&feedName=domesticNews
[8] http://www.reuters.com/article/us-merck-co-lawsuit-idUSKCN18C2RW?feedType=RSS&feedName=domesticNews&utm_source=dlvr.it&utm_medium=twitter
[8] http://www.reuters.com/article/us-health-cancer-merck-incyte-idUSKCN18D2QI?feedType=RSS&feedName=healthNews&utm_source=dlvr.it&utm_medium=twitter
[7] http://www.bioportfolio.com/news/article/3140842/Merck-to-Present-New-Phase-3-Data-on-Investigational-Ertugliflozin-Additional-Analyses.html
[7] http://www.reuters.com/article/us-merck-co-lawsuit-idUSKCN18C2RW?feedType=RSS&feedName=healthNews&utm_source=dlvr.it&utm_medium=twitter
[7] http://feeds.reuters.com/~r/reuters/healthNews/~3/tJZKcuRvbPo/us-health-cancer-bladder-idUSKCN18D2Q8
[6] http://investorseurope.ooo/45j17?utm_medium=social&utm_source=twitter

Top URLs in Tweet in G2:
[33] http://www.testtalktakeaction.com/
[32] http://yourcancergameplan.com/
[10] http://www.merck.com/about/featured-stories/sam-engel.html
[6] http://yourcancergameplan.com/?page=085ee5bc-8a4e-4b59-8c30-d520a515b321&utm_source=Twitter&utm_medium=Organic&utm_campaign=Tackle
[6] Head
[6] And
[6] Neck
[6] https://scholarships.uncf.org/Program/Details/d049d088-68ae-4b96-a699-70900919fa5c
[5] http://www.pennoc.com/photo-reactor
[5] http://www.genengnews.com/gen-news-highlights/merck-aduro-expand-collaboration-to-combine-ladd-cancer-therapy-with-keytruda/81254364

Top URLs in Tweet in G3:
[13] https://bigpharma.ojo-publico.com/apps/farmaceuticas/
[9] http://labiotech.eu/noxxon-merck-checkpoint-inhibitor-combination/
[6] https://www.youtube.com/watch?v=FQdODovfhP0
[4] https://www.youtube.com/watch?v=O3WV34G1o0M&t=4s
[3] http://conferences.au.dk/fileadmin/conferences/2017/HCYOneCarb/Abstract_book.pdf
[3] http://labiotech.eu/vaximm-merck-pfizer-cancer-vaccine-vxm01/
[3] https://www.youtube.com/watch?v=RUABwFJ5PIc&t=230s
[3] https://www.merck-cap.com/CAP_ArticleDetail?id=a1mw00000048jQLAAY
[3] http://techloy.com/2017/05/15/merck-opens-applications-for-digital-health-accelerator-in-kenya/
[2] http://www.emdgroup.com/en/media/topics/q1_2017.html

Top URLs in Tweet in G4:
[44] https://www.youtube.com/watch?v=LUduiwgHMQs&feature=youtu.be
[5] http://trib.al/SGXN8Dc
[4] http://trib.al/sR51VYt
[4] https://www.bloomberg.com/news/articles/2016-10-25/merck-beats-estimates-as-sales-of-gardasil-vaccine-surge
[4] https://twitter.com/hichachu/status/863958637152149504
[2] http://trib.al/cryucba
[2] http://NaturalNews.com
[2] http://trib.al/no8y3ES
[2] http://trib.al/fyCFYgP
[2] http://www.reuters.com/article/us-merck-co-lungcancer-idUSKBN1862Y2?utm_campaign=trueAnthem:+Trending+Content&utm_content=5914003a04d3017763b2db76&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/865024792037965824

Top URLs in Tweet in G6:
[2] https://childhealthsafety.wordpress.com/2015/02/08/officials-covered-up-massive-uk-measles-outbreak-in-highly-mmr-vaccinated-children-adults-officials-withheld-the-evidence-parents-not-warned-children-unprotected-bbc-directly-implica/
[2] https://twitter.com/NVICLoeDown/status/863551968488431616
[2] http://b.autovist.com/8c4a8e71
[2] http://ow.ly/rxQS309HQ0G
[1] https://twitter.com/i/web/status/864225328390164480
[1] https://twitter.com/i/web/status/864839097344458757
[1] https://twitter.com/i/web/status/864213441787121664
[1] https://twitter.com/i/web/status/864899962055819265
[1] https://twitter.com/i/web/status/864223851974193152
[1] https://twitter.com/i/web/status/864171497077829632

Top URLs in Tweet in G7:
[7] http://macularhope.org/merck-admits-shingles-vaccine/
[5] http://ahrp.org/former-merck-scientists-sue-merck-alleging-mmr-vaccine-efficacy-fraud/
[5] https://www.youtube.com/watch?v=7YVPkCQxqz4&feature=share&app=desktop
[5] https://www.runningthecountry.com/pro-vax-manifesto/
[1] https://www.sott.net/article/347429-Merck-didnt-bother-to-research-the-effects-of-Gardasil-on-girls-ovaries
[1] http://b.autovist.com/ff0e7a49
[1] https://twitter.com/VaccineXchange/status/864687204236447746
[1] http://dmlawfirm.com/merck-sued-former-vaccine-employees/
[1] https://twitter.com/NVICLoeDown/status/863551968488431616
[1] https://www.youtube.com/watch?v=LUduiwgHMQs&feature=youtu.be

Top URLs in Tweet in G8:
[18] http://in.reuters.com/article/health-ebola-vaccine-idINKBN1881ZN?utm_content=bufferd63ee&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.fiercepharma.com/vaccines/merck-s-ebola-vaccine-could-be-deployed-against-congo-outbreak-msf-says
[1] https://twitter.com/i/web/status/865279780219957248
[1] https://twitter.com/i/web/status/864762198077435904
[1] http://www.who.int/immunization/sage/meetings/2017/april/SAGE_April_2017_Meeting_Web_summary.pdf
[1] https://twitter.com/i/web/status/865240989220392960
[1] https://twitter.com/i/web/status/865234984294023168

Top URLs in Tweet in G9:
[38] https://www.thestreet.com/story/14138308/1/merck-keytruda-chemo-asco-17-update-shows-lung-cancer-survival-trend.html
[29] https://www.thestreet.com/story/14133161/1/new-incyte-ido-cancer-immunotherapy-combo-data-revealed-ahead-of-asco-17-meeting.html
[29] https://www.thestreet.com/story/14133184/1/celgene-agios-update-blood-cancer-drug-study-results-in-asco-17-abstract.html
[5] http://www.fiercepharma.com/pharma/merck-s-keytruda-chemo-combo-approach-racks-up-more-support-positive-overall-survival-data
[2] http://www.investors.com/news/technology/incyte-teams-up-with-dows-merck-to-trounce-roche-in-cancer/
[2] https://www.fda.gov/Drugs/InformationOnDrugs/ApprovedDrugs/ucm559300.htm
[2] http://globenewswire.com/news-release/2017/05/17/986981/0/en/Aduro-Biotech-Announces-Clinical-Collaboration-with-Merck-to-Evaluate-the-Combination-of-Aduro-s-CRS-207-with-Merck-s-KEYTRUDA-Pembrolizumab-for-the-Treatment-of-Mesothelioma.html
[1] https://finance.yahoo.com/news/merck-incyte-immunotherapy-combination-effective-212016381.html?soc_src=social-sh&soc_trk=tw
[1] https://twitter.com/i/web/status/863090089320210433
[1] https://globenewswire.com/news-release/2017/05/17/986981/0/en/Aduro-Biotech-Announces-Clinical-Collaboration-with-Merck-to-Evaluate-the-Combination-of-Aduro-s-CRS-207-with-Merck-s-KEYTRUDA-Pembrolizumab-for-the-Treatment-of-Mesothelioma.html

Top URLs in Tweet in G10:
[3] http://www.actasanitaria.com/fundacion-merck-bioetica/
[3] http://www.elblogdemercksalud.es/nanotecnologia-futuro-trasplantes/
[2] http://ow.ly/wgID30byF8p?utm_campaign=SALUD%20-%20Cardiolog%C3%ADa&utm_content=53951193&utm_medium=social&utm_source=twitter
[2] http://www.infosalus.com/nutricion/noticia-acido-omega-podria-detener-progresion-cirrosis-20170516081435.html?utm_content=buffer9c4cf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.madridiario.es/444392/expertos-neurologia-bioetica-derecho-sanitario-manual-casos-bioetico-legales-fundacion-merck
[1] http://www.infosalus.com/asistencia/noticia-empresas-merck-salud-presenta-manual-ayudar-neurologos-cuestiones-bioeticas-legales-20170518123604.html
[1] http://www.cuatro.com/noticias/sociedad/pacientes-hipertension-arterial-tratamiento-prescrito_0_2372475862.html
[1] http://www.elblogdemercksalud.es/deteccion-cancer-ovario/
[1] http://www.elblogdemercksalud.es/aumentar-exito-fiv-43-anos/
[1] http://sintomas.cuidatutiroides.com/?utm_source=http://www.cuidatutiroides.com/&utm_campaign=trafico-blog-tiroides&utm_medium=Medio_Propio

Top Domains
Top Domains in Tweet in Entire Graph:
[527] twitter.com
[248] reuters.com
[126] youtube.com
[108] thestreet.com
[67] google.com
[60] fb.me
[60] feedburner.com
[55] fiercepharma.com
[45] einnews.com
[45] linkedin.com

Top Domains in Tweet in G1:
[173] reuters.com
[108] twitter.com
[59] google.com
[50] fb.me
[43] feedburner.com
[36] owler.com
[32] finanznachrichten.de
[27] dlvr.it
[26] finanzen.net
[25] fiercepharma.com

Top Domains in Tweet in G2:
[60] twitter.com
[38] yourcancergameplan.com
[33] testtalktakeaction.com
[13] merck.com
[7] genengnews.com
[6] uncf.org
[5] mrknewsroom.com
[5] pennoc.com
[5] thepharmaletter.com
[5] firstwordpharma.com

Top Domains in Tweet in G3:
[65] twitter.com
[15] youtube.com
[13] ojo-publico.com
[12] labiotech.eu
[5] merck.com
[5] techloy.com
[4] emdgroup.com
[3] au.dk
[3] linkedin.com
[3] merck-cap.com

Top Domains in Tweet in G4:
[44] youtube.com
[16] twitter.com
[15] trib.al
[5] bloomberg.com
[3] naturalnews.com
[2] reuters.com
[1] fda.gov
[1] fiercepharma.com
[1] blacklistednews.com
[1] autismone.org

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

Top Domains in Tweet in G6:
[35] twitter.com
[2] wordpress.com
[2] autovist.com
[2] ow.ly
[1] wsj.com

Top Domains in Tweet in G7:
[7] macularhope.org
[6] youtube.com
[5] ahrp.org
[5] runningthecountry.com
[4] twitter.com
[1] sott.net
[1] autovist.com
[1] dmlawfirm.com

Top Domains in Tweet in G8:
[18] reuters.com
[4] twitter.com
[2] fiercepharma.com
[1] who.int

Top Domains in Tweet in G9:
[96] thestreet.com
[5] fiercepharma.com
[3] globenewswire.com
[2] investors.com
[2] yahoo.com
[2] fda.gov
[1] twitter.com

Top Domains in Tweet in G10:
[12] twitter.com
[6] infosalus.com
[5] actasanitaria.com
[5] elblogdemercksalud.es
[2] ow.ly
[2] agenciasinc.es
[1] madridiario.es
[1] cuatro.com
[1] cuidatutiroides.com
[1] 20minutos.es

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[226] merck
[125] gchd17
[111] premiosmtvmiaw
[111] mtvinstaglselena
[108] inventingforlife
[97] cl2025
[91] todayinbobslife
[69] we100
[55] asco17
[50] lungcancer



Top Hashtags in Tweet in G1:
[111] premiosmtvmiaw
[111] mtvinstaglselena
[95] merck
[16] usa
[14] news
[14] job
[14] cancer
[13] ots
[13] mrk
[12] america

Top Hashtags in Tweet in G2:
[97] inventingforlife
[25] bladdercancer
[25] isntdd3
[24] ntds
[15] lungcancer
[14] ftushealth
[13] cancer
[12] keytruda
[11] focusona1c
[11] urothelial

Top Hashtags in Tweet in G3:
[125] gchd17
[69] we100
[24] health
[23] worldhypertensionday
[17] merck
[16] ewecisme
[15] quarterlyresults
[15] merckq1
[13] cancer
[12] deeplearning

Top Hashtags in Tweet in G4:
[44] vaccination
[44] profit
[44] vaccines
[3] keytruda
[2] pharmaceuticals
[2] deugprices
[2] doctor
[2] ibd
[2] chemotherapy
[2] nsclc

Top Hashtags in Tweet in G5:
[91] todayinbobslife

Top Hashtags in Tweet in G6:
[2] merck
[2] teamvaxchoice

Top Hashtags in Tweet in G7:
[6] science
[6] wedid
[5] sb277
[2] merck
[2] mmr
[2] vioxx
[2] gardasil
[2] genocide
[1] teamvaxchoice
[1] vaccination

Top Hashtags in Tweet in G8:
[4] usaic17
[3] ebola
[3] usaic2017
[2] india
[2] vaccine
[1] immunooncology
[1] drc
[1] congo

Top Hashtags in Tweet in G9:
[34] asco17

Top Hashtags in Tweet in G10:
[21] yomeenrollo
[5] salud
[3] esclerosismúltiple
[2] fertilidad
[2] embarazo
[2] nanotecnología
[2] trasplantes
[2] fisioterapia
[2] neurología
[2] sabíasque

Top Words
Top Words in Tweet in Entire Graph:
[1936] Words in Sentiment List#1: Positive
[1360] Words in Sentiment List#2: Negative
[27] Words in Sentiment List#3: Angry/Violent
[66387] Non-categorized Words
[69683] Total Words
[3958] merck
[526] cancer
[327] mrk
[307] keytruda
[276] health

Top Words in Tweet in G1:
[1674] merck
[288] cancer
[235] mrk
[201] co
[197] inc
[197] kgaa
[179] keytruda
[143] drug
[133] pay
[125] smith

Top Words in Tweet in G2:
[560] merck
[97] inventingforlife
[97] cancer
[92] inventing
[72] always
[58] more
[57] life
[57] help
[56] w
[45] ken

Top Words in Tweet in G3:
[213] merck
[126] gchd17
[114] health
[110] merck_ch
[69] we100
[64] changeagentsa
[47] hypertension
[46] more
[42] merckgroup
[38] global

Top Words in Tweet in G4:
[114] merck
[45] health
[44] brandy
[44] vaughan
[44] former
[44] rep
[44] mandatory
[44] vaccination
[44] profit
[44] public

Top Words in Tweet in G5:
[91] todayinbobslife
[91] exodus
[91] tour
[91] continues
[91] w
[91] bob
[91] band
[91] stopping
[91] hamburg
[91] germany

Top Words in Tweet in G6:
[22] angelasgardena
[21] merck
[20] emccra2
[20] ghost_jenner
[18] suzieqt11
[18] thismomhcn
[17] fullspecresist
[17] amanda_pompili
[14] plasticdoe
[13] nicolasdenver

Top Words in Tweet in G7:
[80] merck
[63] vaccine
[56] mmr
[51] vaccinexchange
[50] covering
[50] up
[50] news
[50] fraud
[50] measles
[50] scares

Top Words in Tweet in G8:
[39] vaccine
[36] ebola
[35] available
[33] 300
[33] 000
[33] doses
[32] merck
[18] outbreak
[18] alliance
[18] merck's

Top Words in Tweet in G9:
[44] mrk
[36] adamfeuerstein
[34] asco17
[32] incy
[29] stories
[29] agio
[29] celg
[19] keytruda
[14] cancer
[14] chemo

Top Words in Tweet in G10:
[27] merck_es
[21] yomeenrollo
[18] estúpido
[18] cáncer
[17] otroguaposuelto
[10] vía
[9] manual
[7] fundmercksalud
[5] salud
[5] españa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[234] merck,kgaa
[212] lung,cancer
[206] merck,co
[157] upsher,smith
[149] merck,upsher
[148] pay,60
[143] co,inc
[142] drug,case
[137] smith,pay
[136] delay',drug

Top Word Pairs in Tweet in G1:
[197] merck,kgaa
[181] merck,co
[140] co,inc
[124] upsher,smith
[117] merck,upsher
[115] pay,60
[114] inc,mrk
[111] lung,cancer
[111] drug,case
[111] merck_lifesci,premiosmtvmiaw

Top Word Pairs in Tweet in G2:
[45] ken,frazier
[42] intend,remain
[42] remain,forefront
[42] forefront,scientific
[42] scientific,era
[42] era,inventingforlife
[42] inventingforlife,ken
[42] lung,cancer
[41] game,plan
[41] merck,intend

Top Word Pairs in Tweet in G3:
[32] hypertension,award
[28] merck,hypertension
[27] consumer,health
[25] health,debate
[23] lifelong,health
[23] global,consumer
[22] merck_ch,we100
[22] merck,more
[22] more,mother
[16] health,collective

Top Word Pairs in Tweet in G4:
[44] brandy,vaughan
[44] vaughan,former
[44] former,merck
[44] merck,rep
[44] rep,mandatory
[44] mandatory,vaccination
[44] vaccination,profit
[44] profit,public
[44] public,health
[44] health,vaccines

Top Word Pairs in Tweet in G5:
[91] todayinbobslife,exodus
[91] exodus,tour
[91] tour,continues
[91] continues,w
[91] w,bob
[91] bob,band
[91] band,stopping
[91] stopping,hamburg
[91] hamburg,germany
[91] germany,show

Top Word Pairs in Tweet in G6:
[9] ghost_jenner,fullspecresist
[8] nicolasdenver,suzieqt11
[8] fullspecresist,thismomhcn
[8] thismomhcn,cassidytiffani
[7] cassidytiffani,angelasgardena
[7] oddytee77,travisaconkey
[6] suzieqt11,ghost_jenner
[6] kidoctr,daral_harb
[6] drmilesdc,viva__lala
[5] plasticdoe,emccra2

Top Word Pairs in Tweet in G7:
[50] merck,covering
[50] covering,up
[50] up,news
[50] news,mmr
[50] mmr,vaccine
[50] vaccine,fraud
[50] fraud,measles
[50] measles,scares
[50] scares,fall
[50] fall,propaganda

Top Word Pairs in Tweet in G8:
[33] 300,000
[33] 000,doses
[18] ebola,vaccine
[18] vaccine,alliance
[18] alliance,300
[18] doses,merck's
[18] merck's,ebola
[18] ebola,shot
[18] shot,available
[18] available,emergencies

Top Word Pairs in Tweet in G9:
[29] asco17,stories
[29] stories,incy
[29] incy,agio
[29] agio,celg
[29] celg,mrk
[28] adamfeuerstein,asco17
[14] keytruda,chemo
[10] lung,cancer
[9] chemo,asco
[9] asco,'17

Top Word Pairs in Tweet in G10:
[18] estúpido,cáncer
[18] cáncer,yomeenrollo
[18] yomeenrollo,merck_es
[17] otroguaposuelto,estúpido
[3] salud,manual
[3] manual,ha
[3] ha,sido
[3] sido,elaborado
[3] elaborado,fundmercksalud
[3] fundmercksalud,junto

Top Replied-To
Top Replied-To in Entire Graph:
@merck
@merck_ff14
@changeagentsa
@sakura_merck
@carolina_merck
@trippross
@1035_ff14
@merck_ch
@nationalmedia_
@nao_puddingff14

Top Replied-To in G2:
@merck
@werthergreene
@coelleen
@teddiekessler
@mergerguy
@mollyhagerty1
@isntd_press
@drlcsquare
@mrorlj55
@techquartier

Top Replied-To in G3:
@changeagentsa
@merck_ch
@nisha360
@merckgroup

Top Replied-To in G4:
@msdinvents
@potus
@cplbart
@toppediatrician
@merck
@secondlady
@kunbirudnick
@kegasa2007
@afpidshounika
@us_fda

Top Replied-To in G6:
@pharmanemesis
@amanda_pompili
@kidoctr
@karenlmchale
@nicolasdenver
@ghost_jenner
@_cwn
@mikuruchan89
@aliciamhendley
@so_r_you

Top Replied-To in G8:
@pharma_bi
@msf_southafrica

Top Replied-To in G10:
@fundmercksalud
@dupont_news

Top Mentioned
Top Mentioned in Entire Graph:
@merck
@merck_ch
@bobmarley
@vaccinexchange
@changeagentsa
@merckgroup
@lotusoak
@adamfeuerstein
@cplbart
@roche

Top Mentioned in G1:
@process_de
@_sem
@unitednewsofusa
@backroadramblrs
@skinnergj
@amand_facincani
@aedemesclerosis
@mohossain
@w3livenews

Top Mentioned in G2:
@merck
@adamhschechter
@catherin1galvin
@merckiminspired
@fs_events
@macmillan_lab
@photoreactorm1
@sdbusiness
@isntd_press
@uncf

Top Mentioned in G3:
@merck_ch
@merck
@changeagentsa
@merckgroup
@roche
@dauchef
@un_ewec
@novartis
@rashakelej
@nellylun

Top Mentioned in G4:
@lotusoak
@cplbart
@merck
@danaelizabeth69
@msdinvents
@pinksky4u
@potus
@aliboo719
@usao_dc
@us_fda

Top Mentioned in G5:
@bobmarley

Top Mentioned in G6:
@angelasgardena
@emccra2
@ghost_jenner
@suzieqt11
@thismomhcn
@fullspecresist
@amanda_pompili
@phuckthestate
@plasticdoe
@cassidytiffani

Top Mentioned in G7:
@vaccinexchange
@silentspring05
@forrestmaready
@kristinsullivan
@macularhope
@insidevaccines
@lotusoak
@charbrevolution

Top Mentioned in G8:
@globalbiod
@neil_bodie
@merck
@wellcometrust
@usaic
@msf
@jeremyfarrar
@aviva1950
@who
@anantcshah

Top Mentioned in G9:
@adamfeuerstein
@fiercebiotech
@yahoofinance
@matthewherper
@odibro
@jorellarakalel
@megtirrell
@maverickny
@biostocks

Top Mentioned in G10:
@merck_es
@otroguaposuelto
@fundmercksalud
@seneurologia
@infosalus_com
@actasanitaria
@madridiario
@conlaem
@santaoes

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@jamesgreid
@nakhon224
@parishatzi
@clm_net
@allin1indonews
@dutchnewspapers
@argonine
@americanbanking
@fortraders

Top Tweeters in G1:
@occuworld
@jamesgreid
@nakhon224
@parishatzi
@clm_net
@allin1indonews
@dutchnewspapers
@argonine
@americanbanking
@supra1bqteam

Top Tweeters in G2:
@dancas2
@sputnikint
@onehandedpotter
@rafat777
@flairforstyle
@cnbc
@wameyokw
@bonnied87703006
@usmccarterswife
@swell

Top Tweeters in G3:
@kesigan10
@trendinaliaza
@eaglestarnet
@marianabelem
@lcaballero
@nomoreslaves
@rosenchild
@travelman0007
@abramjee
@piapaulette

Top Tweeters in G4:
@seki_yo
@roblwilson
@globalecom1
@manitobagal
@judman2able
@fox6now
@aspiesmom
@eric99a
@itsmepanda1
@papa_pahoo

Top Tweeters in G5:
@joleonbusby
@lucyykt
@zankiehardyboyz
@marat_bazarov
@_sonzzz
@__justleena
@dopeitsdeo
@_ogmymy
@mogotxr
@sly_tho

Top Tweeters in G6:
@so_r_you
@fauxoriginal
@euro148155565
@lalaruefrench75
@phuckthestate
@endhomelesnes
@arstechnica
@emccra2
@awestentatious
@cassidytiffani

Top Tweeters in G7:
@porridgeisgood
@tedgroschscifi
@charliepoet
@montriciahubba1
@wotcha999
@girl_iowagirl20
@taminespr
@jackcolleton
@marthahotz
@8extremes

Top Tweeters in G8:
@yayayarndiva
@alertsandnews
@thinkalot
@jchurt2
@neil_bodie
@laurie_garrett
@yrubored
@who
@masp1982
@lydiamfanfan

Top Tweeters in G9:
@cmlviz
@yahoofinance
@mogulazam
@maverickny
@matthewherper
@adamfeuerstein
@bradloncar
@donnayoungdc
@cmichaelgibson
@biostocks

Top Tweeters in G10:
@abc_es
@elespanolcom
@noticias_cuatro
@gustavobonzon
@madridiario
@luis98mr
@actasanitaria
@lunarvaja1984
@infosalus_com
@jaime_delbarrio