#ILC2019, Twitter, 4/14/2019 1:39:42 PM, 193684


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#ILC2019 Twitter NodeXL SNA Map and Report for Sunday, 14 April 2019 at 12:52 UTC
#ILC2019 Twitter NodeXL SNA Map and Report for Sunday, 14 April 2019 at 12:52 UTC
From:
scotpublichealth
Uploaded on:
April 14, 2019
Short Description:
#ILC2019 via NodeXL http://bit.ly/2KQuy8j
@easledu
@easlnews
@aelsharkawy75
@jturnesv
@gileadsciences
@lancetgastrohep
@jvlazarus
@byamybrown
@hepatitiseurope
@pippa_matt

Top hashtags:
#ilc2019
#nash
#nafld
#nohep
#hcv
#hbv
#hepatitis
#easl2019
#easl
#hepc

Description:
Description
The graph represents a network of 1,942 Twitter users whose recent tweets contained "#ILC2019", 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 Sunday, 14 April 2019 at 12:59 UTC.

The tweets in the network were tweeted over the 9-day, 13-hour, 23-minute period from Thursday, 04 April 2019 at 23:26 UTC to Sunday, 14 April 2019 at 12:49 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 : 1942
Unique Edges : 7342
Edges With Duplicates : 12970
Total Edges : 20312
Self-Loops : 1114
Reciprocated Vertex Pair Ratio : 0.105013013466108
Reciprocated Edge Ratio : 0.190066564260113
Connected Components : 62
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 1807
Maximum Edges in a Connected Component : 20110
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.957469
Graph Density : 0.00259058285328626
Modularity : 0.259146
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flangas%2Farticle%2FPIIS2468-1253%2819%2930082-2%2Ffulltext&rc=0
[21] https://easl.meta-dcr.com/ilc2019/channels
[20] https://ilc-congress.eu/ebooks/
[18] https://easl.meta-dcr.com/ilc2019/library
[13] https://ilc-congress.eu/
[12] https://www.scmp.com/lifestyle/health-wellness/article/3005681/medical-experts-push-hepatitis-b-cure-disease-kills-twice
[12] https://www.france24.com/en/20190410-push-cure-hepatitis-b-neglected-disease?ref=tw
[10] https://ilc-congress.eu/press-release/obeticholic-acid-improves-liver-fibrosis-and-other-histological-features-of-nonalcoholic-steatohepatitis-nash/
[10] https://ilc-congress.eu/press-release/elafibranor-demonstrates-significant-anticholestatic-effects-in-the-treatment-of-primary-biliary-cholangitis/
[9] https://easl.meta-dcr.com/ilc2019/channels/easl-ilc2019-lehar-4

Top URLs in Tweet in G1:
[23] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flangas%2Farticle%2FPIIS2468-1253%2819%2930082-2%2Ffulltext&rc=0
[16] https://ilc-congress.eu/ebooks/
[12] https://www.france24.com/en/20190410-push-cure-hepatitis-b-neglected-disease?ref=tw
[11] https://www.scmp.com/lifestyle/health-wellness/article/3005681/medical-experts-push-hepatitis-b-cure-disease-kills-twice
[9] https://easl.meta-dcr.com/ilc2019/channels
[9] https://www.bbc.co.uk/sounds/play/p0762vdm
[7] https://easl.meta-dcr.com/ilc2019/library
[7] https://twitter.com/AdamPalayew/status/1116680402268303360
[6] https://twitter.com/hepatitiseurope/status/1116009793456676864
[6] https://ilc-congress.eu/congress-news/hepatitis-b-cure-not-a-pipe-dream/

Top URLs in Tweet in G2:
[11] https://easl.meta-dcr.com/ilc2019/library
[9] https://easl.meta-dcr.com/ilc2019/channels
[6] https://twitter.com/easlnews/status/1117032976678825984
[6] https://www.sciencedirect.com/science/article/pii/S2589555919300035?sf210770659=1
[4] https://ilc-congress.eu/
[4] https://twitter.com/hepatoMD/status/1116345545897971717
[4] https://easl.meta-dcr.com/ilc2019/channels/easl-ilc2019-lehar-4
[4] https://ilc-congress.eu/videos-ilc2019/
[4] https://twitter.com/f8martine/status/1117290837598179330
[3] https://twitter.com/hlcortezpinto/status/1117003575123750912

Top URLs in Tweet in G3:
[9] https://ilc-congress.eu/press-release/elafibranor-demonstrates-significant-anticholestatic-effects-in-the-treatment-of-primary-biliary-cholangitis/
[6] https://www.theguardian.com/society/2019/apr/12/experts-warn-of-fatty-liver-disease-epidemic-in-young-people
[6] https://www.evaluate.com/vantage/articles/events/conferences/easl-2019-viking-push-limits-its-nash-contender
[5] http://ir.interceptpharma.com/news-releases/news-release-details/intercept-present-results-first-successful-phase-3-trial
[4] https://www.the-nash-education-program.com/news-medias/infographics/
[3] https://www.novonordisk.com/bin/getPDF.2241504.pdf
[3] https://www.dailymail.co.uk/health/article-6912451/One-five-British-teens-condition-dubbed-human-foie-gras.html
[3] https://program.m-anage.com/ProgramSearch/Program?eventname=ilc2019&language=en-GB&searchstring=Quantitative%20biliary%20tree%20imaging%20by%20MRI&programid=71750&pProgramGrade=Scientific
[3] https://www.the-nash-education-program.com/news-medias/infographics/nash-explanatory-guide/
[3] https://www.the-nash-education-program.com/get-involved/share-your-story/?utm_source=ShareYourStory

Top URLs in Tweet in G4:
[5] https://www.medscape.com/viewarticle/911700?src=soc_tw_190414_mscpedt_news_mdscp_hepb&faf=1
[2] https://twitter.com/hepbfoundation/status/1116004274423631873
[1] https://www.justice.gov.uk/downloads/offenders/psipso/psi-2014/psi-22-2014-research-applications.pdf
[1] https://twitter.com/sconglymd/status/1115984079105810432
[1] https://www.medscape.com/viewarticle/911532?src=soc_tw_190411_mscpedt_news_mdscp_liver&faf=1
[1] http://www.hpruei.nihr.ac.uk/news/up-to-43-per-cent-of-hepatitis-c-infections-could-be-prevented-if-transmission-among-people-who-inject-drugs-was-reduced/
[1] https://www.thelancet.com/journals/langas/article/PIIS2468-1253(19)30085-8/fulltext
[1] https://twitter.com/EASLnews/status/1115519728083251201
[1] https://twitter.com/mitchelzoler/status/1117028471715323904
[1] https://www.thelancet.com/action/showPdf?pii=S2468-1253(19)30119-0

Top URLs in Tweet in G5:
[2] https://twitter.com/mikepavlides_1/status/1116302642261692416
[1] https://www.hepc-action.nz/
[1] https://twitter.com/livermultiscan/status/1117339485140869120
[1] https://twitter.com/livermultiscan/status/1117320882404429824
[1] https://twitter.com/ClionaOfarrelly/status/1116236171657535488
[1] https://twitter.com/DocKateLynch/status/1116628554370838528
[1] https://easl.meta-dcr.com/ilc2019/crs/understanding-the-challenges-that-women-face-in-research
[1] https://easl.eu/easl/leadership-and-governance/governingboard/
[1] https://twitter.com/Josephsdoyle/status/1116344571594792960
[1] https://twitter.com/F8Martine/status/1116307374980071424

Top URLs in Tweet in G6:
[1] https://www.healio.com/hepatology/steatohepatitis-metabolic-liver-disease/news/online/{fc2179eb-10a5-4f96-89ab-4550d3137ef2}/fatty-liver-progresses-quickly-increasing-mortality-risk
[1] https://twitter.com/pgtraber/status/1115879199494082561
[1] https://twitter.com/lfoquet/status/1116023833272705024
[1] https://easl.meta-dcr.com/ilc2019/events/2019-04-13-16-00-late-breaker?utm_source=EASL%20Master%20List&utm_campaign=7e52023886-ILC%202019%20Daily%20News%20
[1] http://researchscholars.gilead.com/available_portals
[1] https://www.gilead.com/news-and-press/press-room/press-releases/2019/4/gilead-presents-new-data-in-nonalcoholic-steatohepatitis-nash-at-the-international-liver-congress-2019
[1] https://www.gilead.com/news-and-press/press-room/press-releases/2019/4/gilead-presents-new-data-on-viral-hepatitis-at-the-international-liver-congress-2019
[1] https://health.usnews.com/health-care/patient-advice/articles/2019-03-04/what-is-nonalcoholic-fatty-liver-disease
[1] https://www.fiercebiotech.com/biotech/can-adding-novo-s-glp-1-to-gilead-s-nash-combo-help-hit-fatty-liver-disease-a-new-trial?utm_source=twitter&utm_medium=social&utm_campaign=CCQ219
[1] https://twitter.com/Hep_Alliance/status/1114825151223336960

Top URLs in Tweet in G7:
[3] https://www.saluteh24.com/il_weblog_di_antonio/2019/04/greater-awareness-of-nonalcoholic-fatty-liver-disease-nafld-is-needed-among-young-adults-easl2019-il.html
[2] https://ilc-congress.eu/
[2] http://www.easl.eu/discover/events/international-liver-congress
[1] https://www.instagram.com/p/Bv_KHluAz_K/?utm_source=ig_twitter_share&igshid=nem7av0zp8gm
[1] https://cards.twitter.com/cards/18ce54spnb6/6jwx2
[1] https://twitter.com/JmtFrance/status/1115919876621783041
[1] https://easl.eu/event/the-international-liver-congress-2019/
[1] https://twitter.com/EASLnews/status/1115876095398641666
[1] https://bioboyscout.com/
[1] https://twitter.com/EASLedu/status/1115899955414220801

Top URLs in Tweet in G8:
[1] https://www.roche.com/partnering.htm
[1] https://ilc-congress.eu/
[1] https://www.roche.com/research_and_development/what_we_are_working_on/infectious_diseases/aiming-to-cure-hepatitis-b.htm
[1] https://www.roche.com/careers/country/china/workplaces/wp_pred/zh_xue.htm
[1] https://twitter.com/Roche/status/1115878023893594113

Top Domains
Top Domains in Tweet in Entire Graph:
[359] twitter.com
[79] ilc-congress.eu
[70] elsevierhealth.com
[57] meta-dcr.com
[19] healio.com
[19] m-anage.com
[18] easl.eu
[16] co.uk
[15] the-nash-education-program.com
[13] evaluate.com

Top Domains in Tweet in G1:
[157] twitter.com
[59] elsevierhealth.com
[37] ilc-congress.eu
[23] meta-dcr.com
[15] healio.com
[12] france24.com
[11] scmp.com
[10] medpagetoday.com
[9] co.uk
[8] easl.eu

Top Domains in Tweet in G2:
[99] twitter.com
[27] meta-dcr.com
[21] ilc-congress.eu
[9] elsevierhealth.com
[9] sciencedirect.com
[4] easl.eu
[4] m-anage.com
[4] linkedin.com
[3] elsevier.com
[2] nejm.org

Top Domains in Tweet in G3:
[63] twitter.com
[15] the-nash-education-program.com
[15] ilc-congress.eu
[13] evaluate.com
[9] interceptpharma.com
[8] theguardian.com
[8] m-anage.com
[8] youtube.com
[7] co.uk
[6] resoundant.com

Top Domains in Tweet in G4:
[6] twitter.com
[6] medscape.com
[2] thelancet.com
[1] gov.uk
[1] ac.uk
[1] europa.eu
[1] vimeo.com
[1] ilc-congress.eu

Top Domains in Tweet in G5:
[10] twitter.com
[1] hepc-action.nz
[1] meta-dcr.com
[1] easl.eu

Top Domains in Tweet in G6:
[3] twitter.com
[3] gilead.com
[1] healio.com
[1] meta-dcr.com
[1] usnews.com
[1] fiercebiotech.com

Top Domains in Tweet in G7:
[9] twitter.com
[3] easl.eu
[3] t.co
[3] saluteh24.com
[2] ilc-congress.eu
[1] instagram.com
[1] bioboyscout.com
[1] medscape.com
[1] spotify.com
[1] facebook.com

Top Domains in Tweet in G8:
[3] roche.com
[1] ilc-congress.eu
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5889] ilc2019
[617] nash
[462] nafld
[441] nohep
[332] hcv
[285] hbv
[282] hepatitis
[233] easl2019
[226] easl
[207] hepc



Top Hashtags in Tweet in G1:
[2287] ilc2019
[407] nohep
[239] hcv
[236] hepatitis
[214] nafld
[195] nash
[174] hepc
[171] hbv
[163] elpasymposium2019
[139] springtestingweek

Top Hashtags in Tweet in G2:
[1792] ilc2019
[115] nafld
[94] easl
[90] liver
[90] nash
[70] easl2019
[55] cirrhosis
[40] hcv
[39] hepatitisc
[35] pbc

Top Hashtags in Tweet in G3:
[1259] ilc2019
[249] nash
[112] nafld
[111] pbc
[97] elafibranor
[84] liverdisease
[57] genfit
[50] nashedu
[39] latebreaker
[36] fattyliver

Top Hashtags in Tweet in G4:
[65] ilc2019
[16] hepatitisc
[11] mdedgetweets
[7] hpruei
[6] hepatitis
[6] nohep
[5] hcv
[4] hepc
[4] drug
[4] givosiran

Top Hashtags in Tweet in G5:
[104] ilc2019
[44] hbv
[36] easl2019
[3] hcv
[3] nohep
[3] madeinoxford
[2] epigenetic
[2] liverdisease
[2] elimination
[2] marginalized

Top Hashtags in Tweet in G6:
[66] ilc2019
[48] nash
[17] hcv
[16] hbv
[11] nafld
[6] fattyliver
[5] nonalcoholicfattyliverdisease
[5] liverdisease
[3] obesity
[2] hepatitisb

Top Hashtags in Tweet in G7:
[51] ilc2019
[4] hcv
[4] wgo
[4] easl2019
[3] nash
[3] nafld
[2] liverdisease
[2] rnai
[2] wien
[2] hepatitisc

Top Hashtags in Tweet in G8:
[10] ilc2019
[9] hbv
[6] hepatitisb
[4] china
[3] hepatitis
[1] nash
[1] hepatology
[1] hepatitisbvirus
[1] drg

Top Hashtags in Tweet in G9:
[38] ilc2019
[10] h2020
[3] gutliveraxis
[3] easl
[3] aliver
[3] liverhealth
[3] liverdisease
[2] alcoholicliverdisease
[2] biomarkers
[2] microbiome

Top Hashtags in Tweet in G10:
[17] porphyria
[11] rnai
[3] ilc2019
[1] hepatitisc
[1] hepatitis

Top Words
Top Words in Tweet in Entire Graph:
[8635] Words in Sentiment List#1: Positive
[4803] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[209392] Non-categorized Words
[222830] Total Words
[8608] #ilc2019
[2035] easlnews
[1897] easledu
[1164] liver
[1022] #nohep

Top Words in Tweet in G1:
[3564] #ilc2019
[930] #nohep
[865] easlnews
[495] easledu
[469] treatment
[440] elimination
[417] hepatitis
[416] #hcv
[351] #hepatitis
[337] liver

Top Words in Tweet in G2:
[2589] #ilc2019
[765] easledu
[643] easlnews
[346] liver
[293] patients
[203] great
[195] disease
[173] session
[170] #nafld
[161] data

Top Words in Tweet in G3:
[1619] #ilc2019
[572] easledu
[416] #nash
[415] easlnews
[273] liver
[245] #pbc
[226] patients
[211] #nafld
[192] #liverdisease
[175] more

Top Words in Tweet in G4:
[113] #ilc2019
[24] liver
[22] study
[21] patients
[20] health
[19] pts
[19] #mdedgetweets
[18] transmission
[17] #hpruei's
[16] people

Top Words in Tweet in G5:
[135] #ilc2019
[69] need
[52] #hbv
[47] data
[47] #easl2019
[45] one
[44] death
[44] seconds
[40] session
[35] viral

Top Words in Tweet in G6:
[119] #ilc2019
[61] liver
[50] #nash
[43] fibrosis
[33] disease
[29] help
[26] lead
[23] advanced
[23] elimination
[23] story

Top Words in Tweet in G7:
[51] #ilc2019
[16] liver
[10] congress
[9] vienna
[7] disease
[6] international
[5] april
[5] 2019
[5] meeting
[4] s

Top Words in Tweet in G8:
[39] #ilc2019
[25] easlnews
[23] more
[18] excess
[18] consumption
[18] sugar
[18] soft
[18] drinks
[18] high
[18] fructose

Top Words in Tweet in G9:
[49] #ilc2019
[15] livergalaxy
[14] 3
[14] day
[12] flash_ouh
[12] symposium
[12] liver
[12] hepatitiseurope
[11] today
[10] #h2020

Top Words in Tweet in G10:
[48] s
[29] #ilc2019
[27] #porphyria
[17] manisha
[17] balwani
[16] isolating
[16] disease
[16] even
[16] w
[16] caring

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[546] #ilc2019,easledu
[436] easlnews,easledu
[393] easledu,easlnews
[358] #ilc2019,easlnews
[313] easlnews,#ilc2019
[299] liver,disease
[280] #ilc2019,#nohep
[243] #nafld,#nash
[215] viral,hepatitis
[207] easledu,#ilc2019

Top Word Pairs in Tweet in G1:
[254] #ilc2019,#nohep
[188] #nohep,#ilc2019
[155] #ilc2019,easledu
[148] #ilc2019,easlnews
[145] viral,hepatitis
[134] #elpasymposium2019,#ilc2019
[119] easlnews,easledu
[114] hepatitis,b
[114] easlnews,#ilc2019
[111] #ilc2019,#easl2019

Top Word Pairs in Tweet in G2:
[263] #ilc2019,easledu
[190] easlnews,easledu
[152] #ilc2019,easlnews
[129] easlnews,#ilc2019
[100] liver,disease
[95] easledu,easlnews
[84] easledu,#ilc2019
[63] #ilc2019,pgc
[48] #easl2019,#ilc2019
[46] session,#ilc2019

Top Word Pairs in Tweet in G3:
[179] easledu,easlnews
[112] #nafld,#nash
[110] #ilc2019,easledu
[106] easlnews,easledu
[70] easledu,#ilc2019
[70] phase,3
[69] #nash,#pbc
[68] #ilc2019,today
[68] during,#ilc2019
[67] booth,#240

Top Word Pairs in Tweet in G4:
[19] #ilc2019,#mdedgetweets
[13] people,inject
[13] inject,drugs
[12] up,43
[12] 43,world's
[12] world's,future
[12] future,#hepatitisc
[12] #hepatitisc,infections
[12] infections,prevented
[12] prevented,transmission

Top Word Pairs in Tweet in G5:
[44] one,death
[38] #ilc2019,#easl2019
[30] viral,hepatitis
[23] scale,up
[22] real,world
[22] world,data
[22] data,viral
[22] hepatitis,session
[22] session,#ilc2019
[22] #easl2019,one

Top Word Pairs in Tweet in G6:
[31] liver,disease
[22] advanced,fibrosis
[20] fibrosis,due
[20] #nash,chronic
[20] chronic,progressive
[20] progressive,liver
[20] disease,lead
[20] lead,fibrosis
[20] fibrosis,impair
[20] impair,liver

Top Word Pairs in Tweet in G7:
[6] international,liver
[6] liver,congress
[5] liver,disease
[4] april,2019
[4] vienna,austria
[4] fatty,liver
[3] messe,wien
[3] wien,exhibition
[3] exhibition,congress
[3] congress,center

Top Word Pairs in Tweet in G8:
[23] easlnews,#ilc2019
[18] excess,consumption
[18] consumption,sugar
[18] sugar,soft
[18] soft,drinks
[18] drinks,high
[18] high,fructose
[18] fructose,corn
[18] corn,syrup
[18] syrup,impact

Top Word Pairs in Tweet in G9:
[10] 3,cups
[10] cups,coffee
[10] coffee,day
[10] day,reduces
[10] reduces,risk
[10] risk,liver
[10] liver,fibrosis
[10] fibrosis,memorable
[10] memorable,take
[10] take,home

Top Word Pairs in Tweet in G10:
[17] manisha,balwani
[16] #porphyria,isolating
[16] isolating,disease
[16] disease,even
[16] even,w
[16] w,caring
[16] caring,physicians
[16] physicians,loved
[16] loved,ones
[16] ones,patient

Top Replied-To
Top Replied-To in Entire Graph:
@easlnews
@easledu
@jturnesv
@aelsharkawy75
@jvlazarus
@hh_lab
@who
@dr_ampuero
@ianarowe
@ebtapper

Top Replied-To in G1:
@easlnews
@aelsharkawy75
@easledu
@who
@jturnesv
@stinenielsenepi
@achieve_hep
@ice_hbv
@toniamor85
@easl_ilf

Top Replied-To in G2:
@easlnews
@easledu
@jturnesv
@hh_lab
@dr_ampuero
@jvlazarus
@docamitgs
@ianarowe
@ebtapper
@zucmanrossi

Top Replied-To in G3:
@easlnews
@easledu
@drfattyliver
@dockatelynch
@jturnesv
@ebtapper
@charliegore
@qanstee
@ianarowe
@grouptomlinson

Top Replied-To in G4:
@hpru_ei
@easledu
@gemmalasseter
@cfritsyd
@jvlazarus
@easlnews
@ginursing
@brightonneal
@aelsharkawy75
@sofiarb_88

Top Replied-To in G5:
@swang8
@emmarandersson
@f8martine

Top Replied-To in G6:
@qanstee
@easlnews

Top Replied-To in G9:
@microbpredict
@livergalaxy
@flash_ouh
@joneltrebicka

Top Mentioned
Top Mentioned in Entire Graph:
@easlnews
@easledu
@jvlazarus
@hepatitiseurope
@hep_alliance
@easl_ilf
@tomhemmingk
@marko_korenjak
@phil_newsome7
@eu_health

Top Mentioned in G1:
@easlnews
@easledu
@jvlazarus
@hepatitiseurope
@hep_alliance
@marko_korenjak
@eu_health
@easl_ilf
@ice_hbv
@tomhemmingk

Top Mentioned in G2:
@easledu
@easlnews
@aeehliver
@tomhemmingk
@jhepatology
@phil_newsome7
@hospitalclinic
@aasldtweets
@ciberehd
@idibaps

Top Mentioned in G3:
@easledu
@easlnews
@pbcfoundation
@autoimmuneliver
@phil_newsome7
@aelsharkawy75
@qanstee
@pscsupportuk
@byamybrown
@ianarowe

Top Mentioned in G4:
@lancetgastrohep
@nuhsurgery
@ginursing
@livertrust
@nuhnursing
@profjohndillon
@easlnews
@jvlazarus
@aelsharkawy75
@oevrehusdk

Top Mentioned in G5:
@easlnews
@easledu
@wellcometrust
@ndmoxford
@easl_ilf
@stellenboschuni
@annalmcnaughton
@mjolynne
@ufsupdates
@lourencojml

Top Mentioned in G6:
@henrylychan
@ilc2019
@cuhkmedicine
@vwswong
@easlnews
@easledu
@martincornillet
@greggalton
@rcastanedausn
@usnews

Top Mentioned in G8:
@easlnews
@drginsights
@roche

Top Mentioned in G9:
@hepatitiseurope
@joneltrebicka
@minnekec
@flash_ouh
@ouhhospital
@sund_sdu
@nordicbio
@livergalaxy
@novonordiskfond
@majathiele

Top Mentioned in G10:
@mountsinainyc
@sinaigenetics
@easlnews

Top Tweeters
Top Tweeters in Entire Graph:
@guardian
@mcdonalds
@bioportfolio
@kellyclelland1
@france24
@cardenadenis_
@teebizy
@truth_tweeters
@sukasukaskip
@chatty42

Top Tweeters in G1:
@france24
@scmpnews
@bwahadenise
@eduardgtoledano
@operationoxygen
@patrickfavrel
@drzouaghi
@drpetra
@drjhk
@david_t_evans

Top Tweeters in G2:
@net2ayurveda
@javiermartin1e
@evidencerobot
@salutedomani
@fiatopichan
@unisevilla
@cardiogalenico
@dr_trauma1
@hgregoriom
@fgomollon

Top Tweeters in G3:
@guardian
@mcdonalds
@teebizy
@pardoe_ai
@melayne_mills
@portefeuillefun
@matthewherper
@ilonakickbusch
@pnani456
@un

Top Tweeters in G4:
@kellyclelland1
@drbristol71
@uq_news
@medscape
@s_yeverino
@boscojack
@mdedgetweets
@cesida_esp
@wessex_clahrc
@mcuets

Top Tweeters in G5:
@infectiousdz
@lugamboblog
@wellcometrust
@naimanasir
@mrjamiesugrue
@jimjimpau
@ziadkhatib
@lizziebillingt1
@stellenboschuni
@uclnews

Top Tweeters in G6:
@usnews
@bodo_craftart
@youngchris27040
@mardelucs
@magdale52222300
@bkfviking123
@calm__butterfly
@jaime_delbarrio
@naturcell
@rcastanedausn

Top Tweeters in G7:
@sanrau
@antoniocaperna
@wayv_yukhei
@djtrevi_offical
@dermanewsok
@imedicalmanage
@saluteh24com
@floabram
@big3biosd
@ringbearer18

Top Tweeters in G8:
@cardenadenis_
@danhaslam
@chemicalture
@iamnicholaslee
@bekeabe
@guvenunaldi
@taxexpress1
@realihebselatni
@roche
@dancosnc

Top Tweeters in G9:
@angrist_fusion
@sund_sdu
@helencooksley
@danywaymoya
@michaeldall07
@norgine
@anneliseberthie
@bethphill81
@ololaday77
@yvanne33163579

Top Tweeters in G10:
@chatty42
@dsochoa
@suepe_z
@reneeb_75
@susan_sharko
@mountsinainyc
@moleriks
@midwestern7
@rosemtznm
@jestr22