Tamiflu, Twitter, 8/16/2019 2:58:31 AM, 206966


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Tamiflu_2019-08-15_09-27-47.xlsx
Tamiflu_2019-08-15_09-27-47.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 16, 2019
Short Description:
Tamiflu via NodeXL http://bit.ly/2YNE9mK
@tomilahren
@reuters
@bhindthekit
@medpagetoday
@roche
@tamiflu_omutsu
@bobclendenin
@realdonaldtrump
@shellyamberston
@jessepresley9

Top hashtags:
#ehealth
#onmedic
#pharma
#tamiflu
#precure
#flu
#ebichu
#roche
#エビ中
#vaccine

Description:
Description
The graph represents a network of 3,218 Twitter users whose tweets in the requested range contained "Tamiflu", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 August 2019 at 16:29 UTC.

The requested start date was Wednesday, 14 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 73-day, 23-hour, 24-minute period from Saturday, 01 June 2019 at 00:06 UTC to Tuesday, 13 August 2019 at 23:30 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 : 3218
Unique Edges : 3300
Edges With Duplicates : 3574
Total Edges : 6874
Number of Edge Types : 3
Replies to : 2311
Mentions : 2826
Tweet : 1737
Self-Loops : 1737
Reciprocated Vertex Pair Ratio : 0.0500637755102041
Reciprocated Edge Ratio : 0.0953537807470392
Connected Components : 817
Single-Vertex Connected Components : 356
Maximum Vertices in a Connected Component : 390
Maximum Edges in a Connected Component : 732
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.485784
Graph Density : 0.000318093379388129
Modularity : 0.495629
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] https://www.cebm.net/2016/06/timeline-events-since-publication-cochrane-review-neuraminidase-inhibitors/
[26] https://www.in-pharmatechnologist.com/Headlines/Regulatory-Safety/Roche-divests-Tamiflu-rights-to-Sanofi?utm_source=RSS_Feed&utm_medium=RSS&utm_campaign=RSS
[25] https://www.in-pharmatechnologist.com/Article/2019/08/05/Roche-divests-Tamiflu-rights-to-Sanofi?utm_source=RSS_Feed&utm_medium=RSS&utm_campaign=RSS
[18] https://www.fiercepharma.com/pharma/xofluza-hand-roche-offloads-tamiflu-u-s-otc-switch-rights-to-sanofi
[15] https://www.oregonlive.com/health/2019/03/flu-kills-portland-woman-37-and-unborn-child.html
[12] https://twitter.com/kylegriffin1/status/1150064895498620929
[9] https://www.reuters.com/article/us-sanofi-roche-flu-idUSKCN1UI0EF?utm_campaign=trueAnthem:+Trending+Content&utm_content=5d36c0fab9415600019b4aaf&utm_medium=trueAnthem&utm_source=twitter
[7] http://www.ebifes.com
[6] https://www.reuters.com/article/us-sanofi-roche-flu/sanofi-signs-u-s-rights-deal-with-roche-for-flu-treatment-tamiflu-idUSKCN1UI0EF
[6] https://www.fiercepharma.com/pharma/roche-s-xofluza-scores-trial-win-flu-prevention-providing-sales-hope-as-tamiflu-craters

Top URLs in Tweet in G1:
[5] https://www.reuters.com/article/us-roche-xofluza/roche-says-one-dose-xofluza-flu-drug-as-good-as-older-tamiflu-in-kids-idUSKCN1TY0PG?feedType=RSS&feedName=healthNews&utm_source=dlvr.it&utm_medium=twitter
[4] https://www.fiercepharma.com/pharma/roche-s-xofluza-scores-trial-win-flu-prevention-providing-sales-hope-as-tamiflu-craters
[4] https://www.healthy-holistic-living.com/elderberry-extract-natures-tamiflu/?utm_source=NM
[4] https://fairfaxnews.com/?p=1181
[4] https://www.reuters.com/article/us-sanofi-roche-flu/sanofi-signs-u-s-rights-deal-with-roche-for-flu-treatment-tamiflu-idUSKCN1UI0EF
[4] https://www.fiercepharma.com/pharma/xofluza-hand-roche-offloads-tamiflu-u-s-otc-switch-rights-to-sanofi
[3] https://g1.globo.com/fato-ou-fake/noticia/2019/04/24/e-fake-que-diretor-do-hc-mandou-mensagem-com-dicas-para-evitar-gripe-e-que-tamiflu-e-feito-de-erva-doce.ghtml
[3] https://www.drugstorenews.com/pharmacy/alembics-generic-tamiflu-gets-fda-approval/
[3] https://www.reuters.com/article/us-roche-xofluza/roche-says-one-dose-xofluza-flu-drug-as-good-as-older-tamiflu-in-kids-idUSKCN1TY0PG
[3] https://www.reuters.com/article/us-sanofi-roche-flu/sanofi-signs-u-s-rights-deal-with-roche-for-flu-treatment-tamiflu-idUSKCN1UI0EF?feedType=RSS&feedName=healthNews&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[1] https://twitter.com/TomiLahren/status/1158074759336169473
[1] https://twitter.com/tomilahren/status/1161039972633153536
[1] https://twitter.com/LibAmerican/status/1158035506682195968?s=20
[1] https://twitter.com/TomiLahren/status/1136760997912371201
[1] https://twitter.com/JessePresley9/status/1156402704899596289
[1] https://twitter.com/TomiLahren/status/1156722853846237184
[1] https://twitter.com/TomiLahren/status/1143240033450647552
[1] https://twitter.com/TomiLahren/status/1145783161420484609
[1] https://twitter.com/TomiLahren/status/1146932955270414336
[1] https://twitter.com/TomiLahren/status/1147598579806064640

Top URLs in Tweet in G3:
[1] http://appli-maker.jp/analytic_apps/2192
[1] https://www.youtube.com/watch?v=SNv4hBbu8K4

[1] https://www.sanitary-net.com/history/
[1] http://appli-maker.jp/analytic_apps/80367/results/241076629
[1] https://www.kirin.co.jp/campaign/sns_cp/namacya20190625/?ts=20190626164829
[1] https://www.nakagami.or.jp/column/k_geka_keisei/column-653/

Top URLs in Tweet in G5:
[4] https://twitter.com/tamiko_online/status/1152973636841512960
[2] https://www.youtube.com/watch?v=wh6iTOJb5_I&feature=youtu.be

[2] https://www.gamecity.ne.jp/mf1/
[2] http://sakura-taisen.com/game/shin-sakura/
[2] https://www.melonbooks.co.jp/detail/detail.php?product_id=541895
[2] https://www.melonbooks.co.jp/detail/detail.php?product_id=541894
[2] https://twitter.com/bufferinchudoku/status/1158772966429097984
[2] https://twitter.com/discordapp/status/1143129523711614982
[2] https://www.meiji.co.jp/sweets/chocolate/kinotake/cmp/2019senkyo/?link=kie19071103
[1] https://twitter.com/ko_ru_ri/status/1129138728293683205

Top URLs in Tweet in G6:
[2] https://yahoo.jp/abLvuW
[2] https://www.cocacola.jp/energy/
[1] https://news.livedoor.com/article/detail/16763249/
[1] https://news.livedoor.com/article/detail/16796911/
[1] https://www.youtube.com/watch?v=2pECnr5MNuU&feature=youtu.be

[1] https://topics.nintendo.co.jp/c/article/2841392b-ad07-11e9-b641-063b7ac45a6d.html
[1] https://lidea.today/articles/002134?fbclid=IwAR0WpYayOSsuNdpHXlEPWBQUQyPCftWt4S0Rfy4EtfiLCqvqw4t9HKMmpoY
[1] http://twme.jp/nij/00li

Top URLs in Tweet in G7:
[25] https://www.cebm.net/2016/06/timeline-events-since-publication-cochrane-review-neuraminidase-inhibitors/
[2] http://equipocesca.org/el-asunto-tamiflurelenza-la-salud-publica-y-algunas-lecciones-para-la-decision-y-la-etica/
[1] https://twitter.com/carlheneghan/status/1135548189518499841
[1] https://essentialmeds.org/dashboard/medicines/1370

Top URLs in Tweet in G8:
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6157520/
[1] https://globalnews.ca/news/1804162/canadian-study-finds-flu-shot-could-increase-risk-of-getting-sick/
[1] https://www.ncbi.nlm.nih.gov/pubmed/21997661
[1] https://www.ncbi.nlm.nih.gov/pubmed/30814271
[1] https://www.ncbi.nlm.nih.gov/pubmed/25640810
[1] https://www.ncbi.nlm.nih.gov/pubmed/24268590

Top URLs in Tweet in G9:
[1] https://www.cps.ca/en/documents/position/antiviral-drugs-for-influenza
[1] https://www.aol.com/article/entertainment/2019/04/04/erin-foster-says-she-had-suicidal-thoughts-after-taking-tamiflu/23706412/
[1] https://twitter.com/PsychRecovery/status/1157298625061408768
[1] https://twitter.com/alyssa_milano/status/1154549106737438720
[1] https://twitter.com/TomiLahren/status/1145870595600654336
[1] https://twitter.com/TomiLahren/status/1137058297092034561

Top URLs in Tweet in G10:
[7] https://www.reuters.com/article/us-sanofi-roche-flu-idUSKCN1UI0EF?utm_campaign=trueAnthem:+Trending+Content&utm_content=5d36c0fab9415600019b4aaf&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.chemanager-online.com/en/news-opinions/headlines/sanofi-buys-nonprescription-rights-tamiflu
[4] https://health.economictimes.indiatimes.com/news/pharma/roche-says-one-dose-xofluza-flu-drug-as-good-as-older-tamiflu-in-kids/70054175
[3] https://pharmaphorum.com/news/roches-tamiflu-successor-on-target-in-phase-3-trial/
[2] https://www.boursorama.com/bourse/actualites/sanofi-signe-un-accord-strategique-en-vue-d-obtenir-les-droits-exclusifs-de-tamiflu-dans-le-traitement-de-la-grippe-sur-le-marche-americain-de-l-automedication-4d51c785bafd33088538d912e894f86a
[2] https://www.reuters.com/article/us-sanofi-roche-flu/sanofi-signs-u-s-rights-deal-with-roche-for-flu-treatment-tamiflu-idUSKCN1UI0EF
[2] https://www.fiercepharma.com/pharma/xofluza-hand-roche-offloads-tamiflu-u-s-otc-switch-rights-to-sanofi
[2] https://www.sanofi.com/en/media-room/press-releases/2019/2019-07-23-07-00-00
[2] https://www.thepharmaletter.com/article/positive-results-for-first-global-phase-iii-study-of-one-dose-xofluza
[1] https://www.id-hub.com/2019/07/29/us-fda-approves-recarbrio-for-complicated-utis-and-complicated-intra-abdominal-infections-julys-industry-headlines/

Top Domains
Top Domains in Tweet in Entire Graph:
[137] twitter.com
[55] in-pharmatechnologist.com
[41] reuters.com
[32] cebm.net
[30] fiercepharma.com
[21] co.jp
[19] dlvr.it
[18] youtube.com
[15] oregonlive.com
[14] endpts.com

Top Domains in Tweet in G1:
[32] twitter.com
[27] reuters.com
[18] dlvr.it
[13] fiercepharma.com
[6] biospace.com
[5] globo.com
[5] seekingalpha.com
[5] co.uk
[5] lnkd.in
[4] healthy-holistic-living.com

Top Domains in Tweet in G2:
[14] twitter.com
[1] nymag.com

Top Domains in Tweet in G3:
[2] appli-maker.jp
[1] youtube.com
[1] sanitary-net.com
[1] co.jp
[1] or.jp

Top Domains in Tweet in G5:
[12] twitter.com
[7] co.jp
[3] youtube.com
[2] ne.jp
[2] sakura-taisen.com
[1] dlsite.com
[1] sakugabooru.com
[1] toranoana.jp
[1] bookwalker.jp
[1] youtu.be

Top Domains in Tweet in G6:
[2] livedoor.com
[2] yahoo.jp
[2] cocacola.jp
[1] youtube.com
[1] co.jp
[1] lidea.today
[1] twme.jp

Top Domains in Tweet in G7:
[25] cebm.net
[2] equipocesca.org
[1] twitter.com
[1] essentialmeds.org

Top Domains in Tweet in G8:
[6] nih.gov
[1] globalnews.ca

Top Domains in Tweet in G9:
[4] twitter.com
[1] cps.ca
[1] aol.com

Top Domains in Tweet in G10:
[10] reuters.com
[5] chemanager-online.com
[5] pharmaphorum.com
[4] indiatimes.com
[3] fiercepharma.com
[2] pharmashots.com
[2] boursorama.com
[2] sanofi.com
[2] endpts.com
[2] thepharmaletter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[158] ehealth
[158] onmedic
[148] pharma
[79] tamiflu
[55] precure
[28] flu
[25] ebichu
[18] roche
[17] エビ中
[15] vaccine



Top Hashtags in Tweet in G1:
[17] tamiflu
[13] pharma
[12] flu
[10] roche
[7] sanofi
[5] fake
[5] influenza
[4] gripe
[4] health
[4] fda

Top Hashtags in Tweet in G2:
[4] tamiflu
[2] bloodonyourhands
[2] trumpcrimefamily
[2] goptaxscam
[2] void
[1] smh
[1] thoughtsandprayers
[1] guncontrolnow
[1] republicansstayoutofmyuterus
[1] reuniteimmigrantchildrennow

Top Hashtags in Tweet in G3:
[1] フォロワー家族
[1] vrchat
[1] vrchat_world紹介
[1] 上半期私に構ってくれた人2019
[1] 生茶氷やってみた

Top Hashtags in Tweet in G5:
[3] nowplaying
[2] 堀江由衣
[2] オナニーの日
[2] オナホ
[2] オナホール
[2] トイズハート
[2] エーワン
[2] ライドジャパン
[2] ミリシタ
[2] パンツの日

Top Hashtags in Tweet in G6:
[3] コカコーラエナジー
[2] d3500
[2] ニコンマイクロレンズ
[2] ポジティブなエナジーを拡散せよ
[1] 初めて使っãÿハンドルネーム晒せ
[1] kokkai
[1] コカコーラエペジー
[1] ポジティブなエペジーを拡散せよ
[1] 発売まであと7日

Top Hashtags in Tweet in G8:
[1] vaxhole

Top Hashtags in Tweet in G9:
[5] prescribedharm
[5] akathisia
[1] tamiflu
[1] brownlivesmatter

Top Hashtags in Tweet in G10:
[23] tamiflu
[12] pharma
[6] deal
[6] otc
[4] roche
[4] xofluza
[2] sanofi
[2] us
[2] urgences2019
[2] flu

Top Words
Top Words in Tweet in Entire Graph:
[1221] Words in Sentiment List#1: Positive
[1379] Words in Sentiment List#2: Negative
[27] Words in Sentiment List#3: Angry/Violent
[75236] Non-categorized Words
[77837] Total Words
[7479] ã
[1887] tamiflu
[1166] ãƒ
[803] å
[608] à

Top Words in Tweet in G1:
[424] tamiflu
[120] flu
[98] sanofi
[97] roche
[87] à
[76] rights
[74] s
[59] drug
[58] xofluza
[57] deal

Top Words in Tweet in G2:
[312] tamiflu
[284] tomilahren
[40] realdonaldtrump
[34] oh
[32] anyone
[31] s
[26] t
[24] make
[21] much
[21] one

Top Words in Tweet in G3:
[773] ã
[544] tamiflu_omutsu
[81] ãƒ
[69] å
[46] ªã
[41] æ
[38] ï
[36] šã
[33] ÿã
[32] ϋ

Top Words in Tweet in G4:
[82] 5
[82] sixth
[82] day
[82] cage
[82] carlos
[82] told
[82] agents
[82] feel
[82] well
[82] nurse

Top Words in Tweet in G5:
[1317] ã
[214] ãƒ
[131] å
[116] mii_tamiflu
[95] ï
[91] æ
[70] haneru_inaba
[69] ç
[60] šã
[60] ä

Top Words in Tweet in G6:
[963] ã
[125] ãƒ
[111] å
[80] æ
[54] tamiflu_net
[51] ç
[45] é
[44] šã
[43] ªã
[39] ϋ

Top Words in Tweet in G7:
[37] tamiflu
[25] lot
[24] carlheneghan
[24] story
[24] cebmoxford
[23] updated
[23] happened
[23] 2014
[16] e
[15] gripe

Top Words in Tweet in G8:
[5] jkellyca
[5] jp_miner
[5] pedsid4life
[5] thereal_truther
[5] ianfmusgrave
[5] doritmi
[5] _mamadeb
[5] tiochango_
[5] beckyjohnson222
[5] bluelionblog

Top Words in Tweet in G9:
[17] tamiflu
[12] adishsoup
[9] patrickcooper75
[8] flu
[6] canadian
[6] cover
[6] call
[5] gop
[5] 30
[5] years

Top Words in Tweet in G10:
[47] roche
[36] sanofi
[35] tamiflu
[25] rights
[24] flu
[23] #tamiflu
[19] s
[15] deal
[14] drug
[13] signs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4062] ã,ã
[537] à,à
[461] ã,ãƒ
[449] ãƒ,ã
[407] ãƒ,ãƒ
[294] å,ã
[286] ã,å
[239] æ,ã
[233] ã,ªã
[207] ã,ÿã

Top Word Pairs in Tweet in G1:
[74] à,à
[43] u,s
[43] sanofi,signs
[37] rights,deal
[31] signs,u
[31] s,rights
[30] flu,drug
[27] one,dose
[26] deal,roche
[24] roche,one

Top Word Pairs in Tweet in G2:
[35] tomilahren,tamiflu
[25] tomilahren,realdonaldtrump
[24] oh,tamiflu
[20] tamiflu,lozenge
[20] tomilahren,oh
[17] mental,health
[16] jessepresley9,tomilahren
[14] anyone,remember
[14] remember,tamiflu
[14] lozenge,calling

Top Word Pairs in Tweet in G3:
[463] ã,ã
[44] ãƒ,ãƒ
[38] ªã,ã
[35] tamiflu_omutsu,ã
[34] ã,ªã
[25] ã,ãƒ
[25] ã,å
[23] ãƒ,ã
[21] ã,œã
[21] æ,ã

Top Word Pairs in Tweet in G4:
[82] 5,sixth
[82] sixth,day
[82] day,cage
[82] cage,carlos
[82] carlos,told
[82] told,agents
[82] agents,feel
[82] feel,well
[82] well,nurse
[82] nurse,diagnosed

Top Word Pairs in Tweet in G5:
[698] ã,ã
[84] ãƒ,ãƒ
[79] ãƒ,ã
[77] ã,ãƒ
[64] ã,å
[60] ï,ï
[48] æ,ã
[42] šã,ã
[41] ã,ÿã
[38] ã,šã

Top Word Pairs in Tweet in G6:
[502] ã,ã
[54] ãƒ,ãƒ
[49] ã,ãƒ
[48] ã,å
[44] å,ã
[38] ãƒ,ã
[35] æ,ã
[31] ã,æ
[31] ã,ªã
[28] ÿã,ã

Top Word Pairs in Tweet in G7:
[23] updated,tamiflu
[23] tamiflu,story
[23] story,lot
[23] lot,happened
[23] happened,2014
[23] 2014,cebmoxford
[22] carlheneghan,updated
[11] frente,gripe
[11] gripe,prudente
[11] prudente,cuidados

Top Word Pairs in Tweet in G8:
[5] beckyjohnson222,bluelionblog
[5] tthoughtmonger,lithiummano
[5] boxmenot,immunotoxphd
[5] immunotoxphd,mahealthforkids
[5] mahealthforkids,badzoot7
[5] badzoot7,rosewind2007
[5] rosewind2007,saluce65
[5] saluce65,stopvaxxedlies
[5] stopvaxxedlies,krebiozen
[5] krebiozen,kuriousmind93

Top Word Pairs in Tweet in G9:
[9] patrickcooper75,adishsoup
[5] 30,years
[5] call,#prescribedharm
[5] #prescribedharm,community
[5] community,ask
[5] ask,andersoncooper
[5] andersoncooper,cover
[5] cover,#akathisia
[5] #akathisia,nobody
[5] nobody,immune

Top Word Pairs in Tweet in G10:
[13] deal,roche
[12] sanofi,signs
[9] u,s
[9] rights,deal
[9] flu,treatment
[8] les,droits
[8] signs,u
[8] s,rights
[8] roche,flu
[8] treatment,tamiflu

Top Replied-To
Top Replied-To in Entire Graph:
@tamiflu_omutsu
@tomilahren
@mii_tamiflu
@haneru_inaba
@tamiflu_ha
@tamiflu_influ
@tamiflu_net
@tamiflu_nico
@kannon64mario
@_tamiflu

Top Replied-To in G2:
@tomilahren
@jessepresley9
@bobclendenin
@fred_guttenberg
@2017guitarman
@jerriswann21
@primevalwench
@jeandunn52
@shorewife
@xray7601

Top Replied-To in G3:
@tamiflu_omutsu
@yule52hearts
@akaninn0722
@luie_1008
@scrap_kakashi
@kokonatto_0318
@asari_vv
@yami_yam_i
@tubomono
@vr_arosaki

Top Replied-To in G4:
@ofirahy

Top Replied-To in G5:
@mii_tamiflu
@haneru_inaba
@tamiflu_udon
@mio_nagano
@dhueri
@sengyo3
@jam_zero_motti
@soboro1810
@ohajikey
@takeshi3104

Top Replied-To in G6:
@tamiflu_net
@yuukamiya68
@nyto_vd
@kino_anry
@hichaaan
@toriichan1
@sphere555
@runnyaaaan
@catcafebaron
@kinu925

Top Replied-To in G7:
@jeannelenzer1
@ebm_live
@fmfx
@carlheneghan

Top Replied-To in G8:
@jp_miner
@jkellyca
@takethatcdc
@rugbyrhino16

Top Replied-To in G9:
@patrickcooper75
@adishsoup
@wcnc
@astrid_nv
@cnnpolitics

Top Replied-To in G10:
@sanofi
@sanofius
@reuters

Top Mentioned
Top Mentioned in Entire Graph:
@tomilahren
@ifindkarma
@tamiflu_ha
@tamiflu_omutsu
@onmedicglobal
@nicochan33
@ethanbearman
@realdonaldtrump
@healthnecio
@ebichu_staff

Top Mentioned in G1:
@clinicalphase
@swinefluflash
@robanotearoom
@tawiflu
@infopmech
@roche_bio
@thepedsninja
@genericsdrugs

Top Mentioned in G2:
@tomilahren
@realdonaldtrump
@aoc
@bobclendenin
@cbp
@jessepresley9
@mpinoe
@primevalwench
@carogonza
@betoorourke

Top Mentioned in G3:
@tamiflu_omutsu
@akaninn0722
@virtual_himura
@yukamoq
@vrmorocco
@meuniere1106
@syugu
@yami_yam_i
@padosyuvr
@bsw0620

Top Mentioned in G4:
@ifindkarma
@dc2ca

Top Mentioned in G5:
@sengyo3
@mii_tamiflu
@dhueri
@atsi_mo
@tamiko_online
@metoro0911
@kantoku_5th
@priconne_redive
@discordjp
@ikumi8_official

Top Mentioned in G6:
@catcafebaron
@toriichan1
@tomoyanandayo
@yuukamiya68
@livedoornews
@kikko_no_blog
@nikon_chan
@kumamototaxi
@groove_2153
@63ryy

Top Mentioned in G7:
@cebmoxford
@carlheneghan
@juangrvas
@akecassels
@ebm_live
@jeannelenzer1
@cebmbahiana
@raymoynihan
@bmj_latest
@shannonbrownlee

Top Mentioned in G8:
@pedsid4life
@thereal_truther
@ianfmusgrave
@doritmi
@_mamadeb
@tiochango_
@beckyjohnson222
@bluelionblog
@kfunk937
@nichsmith

Top Mentioned in G9:
@adishsoup
@gop
@andersoncooper
@patrickcooper75
@akathisiarx
@sp
@angellisag
@icegov
@cnn
@1staidgirl

Top Mentioned in G10:
@roche
@sanofi
@reuters
@sanofius
@pharmaphorum
@ethealthworld
@sanofide
@roche_de
@viivhc
@thomas_lyonest

Top Tweeters
Top Tweeters in Entire Graph:
@kirin_company
@pepsi_jpn
@cocacolajapan
@rashidaldosari
@cooperativa
@solutioneer72
@cnbctv18live
@tradnews_
@saragomezaranci
@magic_mackee

Top Tweeters in G1:
@marketcurrents
@newsfromspi
@crweworld
@zoneboursenews
@newswelldone
@firstpressng
@briefingcom
@richardgearl
@rojname_english
@aelmosta

Top Tweeters in G2:
@foxnews
@sonny_scroggins
@robin5362
@vtknitboy
@starbucks
@poncedeneon404
@eddy400
@carogonza
@mollyjongfast
@amoneyresists

Top Tweeters in G3:
@kirin_company
@rakurai5
@tokikaze_ikebo
@tamiflu_omutsu
@ohln510
@wraikny
@neko_shitai
@rosebien5121
@jang_china
@whiteseasoning

Top Tweeters in G4:
@solutioneer72
@marieproia
@patricklee6669
@loulachat
@summer7570
@trumpwatchnews
@cathleenkucz
@everyhumanknows
@letsroc137
@bjorkian15

Top Tweeters in G5:
@kinoko_meiji
@l_e_y_
@kituneponyo
@dhueri
@otakuimouto
@mii_tamiflu
@tateren
@reika_subaru
@atsi_mo
@jo0708

Top Tweeters in G6:
@cocacolajapan
@magic_mackee
@yahoonewstopics
@marinamiries
@kikko_no_blog
@sainoswww
@sphere555
@rayon_heavyarms
@yuukamiya68
@hichaaan

Top Tweeters in G7:
@fmfx
@mlalanda
@propofolazo
@barttels2
@tripdatabase
@juangrvas
@felly500
@lizszabo
@senyora_deferoz
@fauldsca

Top Tweeters in G8:
@veritasever
@_mamadeb
@beckyjohnson222
@doritmi
@emmagpaley
@monstercoyliar
@thereal_truther
@awithonelison
@wendyorent
@jkellyca

Top Tweeters in G9:
@cnn
@funder
@wcnc
@msnbc
@cnnpolitics
@myscarletfelony
@bameado1
@19tk69
@tusk81
@astrid_nv

Top Tweeters in G10:
@rashidaldosari
@tradnews_
@reuters
@pharmaphorum
@medpagetoday
@flu_killer
@ethealthworld
@giraudsylvain
@okim59
@iitolifescience


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