Novartis, Twitter, 8/11/2022 9:05:15 PM, 279895


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Novartis Twitter NodeXL SNA Map and Report for Thursday, 11 August 2022 at 02:07 UTC
Novartis Twitter NodeXL SNA Map and Report for Thursday, 11 August 2022 at 02:07 UTC
From:
marc_smith
Uploaded on:
August 11, 2022
Short Description:
Novartis via NodeXL https://bit.ly/3BUsBAu
@borowskimike
@nausicalibre
@aristeidis_b
@kostasvaxevanis
@yvespdb
@enmodemacaron
@verity_france
@novartis
@rasekrasek
@iasonas_apost

Top hashtags:


Description:
Description
The graph represents a network of 11,239 Twitter users whose recent tweets contained "Novartis", 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 Thursday, 11 August 2022 at 14:49 UTC.

The tweets in the network were tweeted over the 4-day, 13-hour, 59-minute period from Saturday, 06 August 2022 at 12:00 UTC to Thursday, 11 August 2022 at 02:00 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 : 11282
Unique Edges : 19128
Edges With Duplicates : 7754
Total Edges : 26882
Number of Edge Types : 5
Replies to : 1194
Tweet : 2217
Mentions : 4410
Retweet : 15799
MentionsInRetweet : 3262
Self-Loops : 2268
Reciprocated Vertex Pair Ratio : 0.0118419743258036
Reciprocated Edge Ratio : 0.0234067663257278
Connected Components : 642
Single-Vertex Connected Components : 452
Maximum Vertices in a Connected Component : 10062
Maximum Edges in a Connected Component : 22707
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.268488
Graph Density : 0.000159783466374388
Modularity : 0.587936
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 11,239 Twitter users whose recent tweets contained "Novartis", 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 Thursday, 11 August 2022 at 14:49 UTC.

The tweets in the network were tweeted over the 4-day, 13-hour, 59-minute period from Saturday, 06 August 2022 at 12:00 UTC to Thursday, 11 August 2022 at 02:00 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Novartis
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2611] https://lecourrier-du-soir.com/coup-de-tonnerre-le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[2575] https://lecourrier-du-soir.com/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/
[96] https://twitter.com/rasekrasek/status/1555808386914066432
[91] https://www.reuters.com/article/gilead-usa-idCNL2N2GK211
[89] https://bit.ly/3JDyFiM
[77] https://www.justice.gov/usao-sdny/pr/acting-manhattan-us-attorney-announces-678-million-settlement-fraud-lawsuit-against?fbclid=IwAR09UAn7PYlIMMvLglYejd0BE6j6zgYUhTPhXX6FXarkiR3km_Uz-yzlKB0
[73] https://twitter.com/etyposgr/status/1557283870290100224
[65] https://www.nytimes.com/2020/07/01/business/Novartis-kickbacks-diabetes-heart-drugs.html
[63] https://reseauinternational.net/le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[48] https://pubmed.ncbi.nlm.nih.gov/35368384/

Top URLs in Tweet in G1:
[73] https://twitter.com/etyposgr/status/1557283870290100224
[47] https://thefaq.gr/kolafos-liberation-osmi-watergate-gyro-apo-ton-prothypoyrgo-kyriako-mitsotaki/
[46] https://timeline.gr/ellada/ypothesi-novartis-omofoni-apallagi-loverdoy-apo-tin-katigoria-tis-dorolipsias/
[38] https://www.documentonews.gr/article/o-venizelos-katakeraynonei-mitsotaki-gia-tis-parakoloythiseis-alla-skeptetai-panta-ti-novartis/?utm_medium=Social&utm_source=Twitter#Echobox=1659969053
[36] https://www.documentonews.gr/article/novartis-skandalodis-apallagi-loverdoy-para-ta-nea-stoixeia/
[34] https://twitter.com/a_loverdos/status/1557292245996429312
[30] https://twitter.com/protothema/status/1557282877615882241
[28] https://netakias.com/2022/08/10/%ce%b4%ce%b9%ce%ba%ce%b1%ce%b9%ce%bf%cf%83%cf%8d%ce%bd%ce%b7-%ce%bc%ce%b7%cf%84%cf%83%ce%bf%cf%84%ce%ac%ce%ba%ce%b7-%ce%b1%cf%80%ce%ac%ce%bb%ce%bb%ce%b1%ce%be%ce%b1%ce%bd-%ce%b1%cf%80%cf%8c-%cf%84/
[26] https://www.liberal.gr/news/upothesi-novartis-omofoni-apallagi-gia-ton-andrea-loberdo/465205
[25] https://www.documentonews.gr/article/novartis-skandalodis-apallagi-loverdoy-para-ta-nea-stoixeia/#disqus_thread

Top URLs in Tweet in G2:
[1557] https://lecourrier-du-soir.com/coup-de-tonnerre-le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[1119] https://lecourrier-du-soir.com/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/
[61] https://www.justice.gov/usao-sdny/pr/acting-manhattan-us-attorney-announces-678-million-settlement-fraud-lawsuit-against?fbclid=IwAR09UAn7PYlIMMvLglYejd0BE6j6zgYUhTPhXX6FXarkiR3km_Uz-yzlKB0
[34] https://planetes360.fr/coup-de-tonnerre-le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/?feed_id=186774&_unique_id=62ee9a29e6ac0
[32] https://reseauinternational.net/le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[27] https://planetes360.fr/coup-de-tonnerre-le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/?feed_id=186851&_unique_id=62ef2571300d8
[16] http://Lecourrier-du-soir.com
[7] https://gettr.com/post/p1lnasg8182
[5] https://reseauinternational.net/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/
[5] https://lecourrier-du-soir.com/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/?fbclid=IwAR2NKFv_1sMGM6Ex-HXxmm3KzrntoC0RWi30Sran8EZdgwAU3U

Top URLs in Tweet in G3:
[246] https://lecourrier-du-soir.com/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/
[149] https://lecourrier-du-soir.com/coup-de-tonnerre-le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[6] https://reseauinternational.net/le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[5] https://www.letemps.ch/economie/novartis-paye-683-millions-arreter-poursuites-aux-etatsunis
[4] https://www.lesechos.fr/industrie-services/pharmacie-sante/novartis-solde-un-litige-en-payant-plus-de-642-millions-de-dollars-a-la-justice-americaine-1220599
[3] https://t.me/VeriteDiffusee
[3] https://ns2017.wordpress.com/2022/08/09/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/
[2] https://t.me/trottasilvano/25513
[2] https://www.moh.gov.gr/articles/ministry/grafeio-typoy/press-releases/10573-dhlwsh-ypoyrgoy-ygeias-thanoy-pleyrh-gia-ypothesh-novartis
[1] https://lecourrier-du-soir.com/

Top URLs in Tweet in G4:
[188] https://lecourrier-du-soir.com/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/
[112] https://lecourrier-du-soir.com/coup-de-tonnerre-le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[6] https://reseauinternational.net/le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[5] https://lecourrier-du-soir.com/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/?fbclid=IwAR2NKFv_1sMGM6Ex-HXxmm3KzrntoC0RWi30Sran8EZdgwAU3U
[3] https://ns2017.wordpress.com/2022/08/09/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/
[2] https://twitter.com/rasekrasek/status/1555808386914066432
[1] https://twitter.com/nicolasberrod/status/1557252981174800385
[1] https://www.profession-gendarme.com/une-information-completement-passee-sous-silence-dans-la-presse-francaise/
[1] https://twitter.com/lexiabay/status/1549985985039159296?t=lDjp8OEb_IEkqab85-Yl3Q&s=19
[1] https://www.nytimes.com/2020/07/01/business/Novartis-kickbacks-diabetes-heart-drugs.html

Top URLs in Tweet in G5:
[757] https://lecourrier-du-soir.com/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/
[606] https://lecourrier-du-soir.com/coup-de-tonnerre-le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[84] https://twitter.com/rasekrasek/status/1555808386914066432
[40] https://twitter.com/Olivierfente/status/1555858429180346368
[24] https://lecourrier-du-soir.com/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/?fbclid=IwAR2NKFv_1sMGM6Ex-HXxmm3KzrntoC0RWi30Sran8EZdgwAU3U
[21] https://www.lematin.ch/story/la-grece-reclame-214-millions-deuros-a-novartis-167290248672
[13] https://reseauinternational.net/le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[13] https://www.justice.gov/usao-sdny/pr/acting-manhattan-us-attorney-announces-678-million-settlement-fraud-lawsuit-against
[11] https://www.reuters.com/article/gilead-usa-idCNL2N2GK211
[10] https://reseauinternational.net/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/

Top URLs in Tweet in G6:
[51] https://lecourrier-du-soir.com/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/
[50] https://lecourrier-du-soir.com/coup-de-tonnerre-le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[6] https://www.youtube.com/c/ElEspirituTemplario
[5] https://reseauinternational.net/le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[5] https://patentlyo.com/patent/2022/08/novartis-amicus-support.html
[4] https://t.me/trottasilvano/25502
[4] https://youtu.be/tx2HPLZ8ZFU
[4] https://www.fiercepharma.com/pharma/novartis-beigenes-pd-1-hits-goal-newly-diagnosed-liver-cancer-should-roche-worry-about
[4] https://tassosanastassopoulos.blogspot.com/2022/07/252022-novartis.html?spref=tw
[4] https://mpr21.info/grecia-reclama-225-millones-de-dolares-a-novartis-por-sobornar-a-las-instituciones-sanitarias/

Top URLs in Tweet in G7:
[97] https://lecourrier-du-soir.com/coup-de-tonnerre-le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[83] https://bit.ly/3JDyFiM
[77] https://www.reuters.com/article/gilead-usa-idCNL2N2GK211
[53] https://www.nytimes.com/2020/07/01/business/Novartis-kickbacks-diabetes-heart-drugs.html
[36] https://lecourrier-du-soir.com/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/
[10] https://www.justice.gov/usao-sdny/pr/acting-manhattan-us-attorney-announces-678-million-settlement-fraud-lawsuit-against?fbclid=IwAR09UAn7PYlIMMvLglYejd0BE6j6zgYUhTPhXX6FXarkiR3km_Uz-yzlKB0
[8] https://twitter.com/benoitm_mtl/status/1555952509050621954
[6] https://www.anguillesousroche.com/sante/le-procureur-de-manhattan-condamne-le-laboratoire-novartis-a-payer-678-millions-de-dollars-pour-fraude/
[2] https://www.moh.gov.gr/articles/ministry/grafeio-typoy/press-releases/10573-dhlwsh-ypoyrgoy-ygeias-thanoy-pleyrh-gia-ypothesh-novartis
[2] https://lecourrier-du-soir.com/coup-de-tonnerre-le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/?fbclid=IwAR2mSvhgxd5OzNvp4yh0Y8oij_WN_v01ISfuIpa8zRYtNcX55dF675byBV4

Top URLs in Tweet in G8:
[6] https://www.occrp.org/en/daily/16482-greece-files-214-million-euro-lawsuit-against-novartis-over-bribery
[6] https://brazilsfe.blogspot.com/2022/04/2021-Pharm-Execs-Top-50-Companies-As-50-principais-empresas-da-Pharm-Exec.html
[5] https://www.fiercebiotech.com/medtech/novartis-links-mayo-clinic-spinout-anumana-develop-ecg-reading-ai
[5] https://www.biome.novartis.com/innovation-hubs/novartis-biome-uk/uk-health-catalyst-2022-application-form
[4] https://twitter.com/JohnClymer/status/1557352761834049537
[3] https://brazilsfe.blogspot.com/2021/07/2021-As-50-Empresas-mais-Inovadoras.html
[3] https://brazilsfe.blogspot.com/2022/04/2019-Pharm-Execs-Top-50-Companies-As-50-principais-empresas-da-Pharm-Exec.html
[3] https://brazilsfe.blogspot.com/2021/08/2021-TOP-10-Companhias-da-Industria-Farmaceeutica.html
[3] https://digestivecancers.eu/publication/nutrition-in-digestive-cancers-fact-sheet/
[2] https://posummit.com/?utm_campaign=D%20-%20American%20Pharma%20Outsourcing%20Summit%20-%2022&utm_content=217733978&utm_medium=social&utm_source=twitter&hss_channel=tw-3369662783

Top URLs in Tweet in G9:
[125] https://lecourrier-du-soir.com/coup-de-theatre-la-grece-reclame-225-millions-dollars-au-labo-novartis-pour-avoir-corrompu-des-autorites-sanitaires/
[40] https://mpr21.info/grecia-reclama-225-millones-de-dolares-a-novartis-por-sobornar-a-las-instituciones-sanitarias/
[2] https://lecourrier-du-soir.com/coup-de-tonnerre-le-laboratoire-novartis-condamne-a-678-millions-de-dollars-pour-avoir-corrompu-des-medecins/
[1] https://www.occrp.org/en/daily/15935-greek-prosecutor-summoned-for-questioning-over-her-novartis-probe

Top URLs in Tweet in G10:
[8] https://impactguru.com/s/pM3kqN
[8] https://www.amarujala.com/india-news/rare-disease-rs-16-crore-needed-to-save-this-innocent-life-suffered-with-sma-type-1
[6] https://twitter.com/amit12_tweet/status/1556890619603128321
[1] https://www.rarediseases.in/blog/

Top Domains
Top Domains in Tweet in Entire Graph:
[5263] lecourrier-du-soir.com
[587] twitter.com
[184] documentonews.gr
[99] justice.gov
[95] bit.ly
[94] reuters.com
[80] reseauinternational.net
[77] thefaq.gr
[74] planetes360.fr
[66] nytimes.com

Top Domains in Tweet in G1:
[312] twitter.com
[180] documentonews.gr
[77] thefaq.gr
[47] timeline.gr
[45] netakias.com
[26] liberal.gr
[25] tomanifesto.gr
[25] efsyn.gr
[23] wordpress.com
[18] newsbreak.gr

Top Domains in Tweet in G2:
[2699] lecourrier-du-soir.com
[66] justice.gov
[61] planetes360.fr
[37] reseauinternational.net
[9] twitter.com
[7] gettr.com
[3] nytimes.com
[2] reuters.com
[2] anguillesousroche.com
[2] wordpress.com

Top Domains in Tweet in G3:
[398] lecourrier-du-soir.com
[7] reseauinternational.net
[5] t.me
[5] letemps.ch
[4] lesechos.fr
[3] twitter.com
[3] wordpress.com
[2] gov.gr
[1] nytimes.com
[1] bit.ly

Top Domains in Tweet in G4:
[305] lecourrier-du-soir.com
[6] reseauinternational.net
[4] twitter.com
[3] wordpress.com
[1] profession-gendarme.com
[1] nytimes.com

Top Domains in Tweet in G5:
[1393] lecourrier-du-soir.com
[154] twitter.com
[23] reseauinternational.net
[21] lematin.ch
[19] justice.gov
[11] reuters.com
[9] planetes360.fr
[7] nytimes.com
[4] bit.ly
[4] hdbuzz.net

Top Domains in Tweet in G6:
[105] lecourrier-du-soir.com
[29] twitter.com
[13] t.me
[7] youtube.com
[7] fiercepharma.com
[7] blogspot.com
[7] protothema.gr
[6] reseauinternational.net
[6] youtu.be
[6] patentlyo.com

Top Domains in Tweet in G7:
[136] lecourrier-du-soir.com
[83] bit.ly
[77] reuters.com
[53] nytimes.com
[10] twitter.com
[10] justice.gov
[6] anguillesousroche.com
[2] gov.gr
[1] francesoir.fr
[1] planetes360.fr

Top Domains in Tweet in G8:
[15] blogspot.com
[10] twitter.com
[6] posummit.com
[6] occrp.org
[5] fiercebiotech.com
[5] novartis.com
[3] digestivecancers.eu
[2] dimesociety.org
[2] sorcero.com
[2] mighty.capital

Top Domains in Tweet in G9:
[127] lecourrier-du-soir.com
[40] mpr21.info
[1] occrp.org

Top Domains in Tweet in G10:
[8] impactguru.com
[8] amarujala.com
[6] twitter.com
[1] rarediseases.in

Top Hashtags
Top Words
Top Words in Tweet in Entire Graph:
[14440] novartis
[8437] το
[8281] και
[7237] millions
[7211] dollars
[7046] avoir
[6950] corrompu
[5811] για
[5507] soir
[5501] courrier

Top Words in Tweet in G1:
[8031] το
[7891] και
[5381] για
[4152] ο
[4093] την
[4063] η
[3930] novartis
[3513] του
[3476] που
[3252] με

Top Words in Tweet in G2:
[3067] novartis
[2996] millions
[2996] dollars
[2846] avoir
[2838] corrompu
[2662] coup
[2485] courrier
[2485] soir
[1862] médecins
[1813] 678

Top Words in Tweet in G3:
[1794] millions
[1793] novartis
[1793] avoir
[1792] dollars
[1784] corrompu
[1679] courrier
[1679] soir
[1568] médecins
[1565] condamné
[1549] 678

Top Words in Tweet in G4:
[3654] santé
[1727] novartis
[1425] labos
[1227] après
[1222] quand
[1220] apprend
[1220] nouveau
[1220] ministre
[1220] astra
[1220] zeneca

Top Words in Tweet in G5:
[2015] novartis
[1573] millions
[1563] avoir
[1555] dollars
[1494] corrompu
[1235] coup
[820] soir
[816] courrier
[803] 225
[790] condamné

Top Words in Tweet in G6:
[341] novartis
[140] την
[131] για
[111] της
[103] ο
[94] υπόθεση
[92] από
[92] λοβέρδος
[84] #novartis
[79] και

Top Words in Tweet in G7:
[388] novartis
[281] millions
[281] dollars
[255] avoir
[255] corrompu
[234] 678
[233] médecins
[224] laboratoire
[218] condamné
[133] coup

Top Words in Tweet in G8:
[126] novartis
[76] pfizer
[60] roche
[49] merck
[45] astrazeneca
[43] gsk
[43] sanofi
[37] nih
[36] nihrresearch
[36] bmsnews

Top Words in Tweet in G9:
[146] sanitarias
[136] novartis
[132] 225
[131] reclama
[115] millones
[115] dólares
[114] sobornar
[113] grecia
[112] laboratorio
[106] autoridades

Top Words in Tweet in G10:
[51] novartis
[43] #saveanamay
[40] sonusood
[35] help
[34] please
[32] akshaykumar
[31] क
[30] anamay
[25] anupampkher
[21] न

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7202] millions,dollars
[6945] avoir,corrompu
[5498] courrier,soir
[4687] 678,millions
[4610] dollars,avoir
[4572] corrompu,médecins
[4554] novartis,condamné
[4500] laboratoire,novartis
[4500] condamné,678
[2434] coup,tonnerre

Top Word Pairs in Tweet in G1:
[2396] δάκτυλος,ξένων
[2396] ξένων,δυνάμεων
[1474] το,σκάνδαλο
[1360] για,την
[1283] δικαστικό,συμβούλιο
[1247] και,το
[1198] σκευωρία,και
[1198] και,δάκτυλος
[1198] δυνάμεων,οι
[1129] σκάνδαλο,novartis

Top Word Pairs in Tweet in G2:
[2989] millions,dollars
[2837] avoir,corrompu
[2485] courrier,soir
[1812] 678,millions
[1734] dollars,avoir
[1733] corrompu,médecins
[1731] novartis,condamné
[1723] condamné,678
[1722] laboratoire,novartis
[1579] coup,tonnerre

Top Word Pairs in Tweet in G3:
[1792] millions,dollars
[1784] avoir,corrompu
[1679] courrier,soir
[1555] dollars,avoir
[1549] novartis,condamné
[1549] 678,millions
[1549] corrompu,médecins
[1543] laboratoire,novartis
[1543] condamné,678
[1412] médecins,sinon

Top Word Pairs in Tweet in G4:
[1220] quand,apprend
[1220] nouveau,ministre
[1220] ministre,santé
[1220] novartis,astra
[1220] astra,zeneca
[1217] apprend,après
[1217] après,transparence
[1217] transparence,santé
[1217] santé,public
[1217] public,ministère

Top Word Pairs in Tweet in G5:
[1555] millions,dollars
[1491] avoir,corrompu
[813] courrier,soir
[779] autorités,sanitaires
[778] réclame,225
[778] 225,millions
[778] dollars,labo
[778] corrompu,autorités
[743] dollars,avoir
[728] 678,millions

Top Word Pairs in Tweet in G6:
[70] από,την
[60] την,κατηγορία
[59] υπόθεση,novartis
[58] κατηγορία,της
[58] της,δωροληψίας
[46] millions,dollars
[43] ομόφωνη,απαλλαγή
[38] για,την
[32] avoir,corrompu
[30] ομόφωνο,βούλευμα

Top Word Pairs in Tweet in G7:
[281] millions,dollars
[255] avoir,corrompu
[234] 678,millions
[224] laboratoire,novartis
[218] novartis,condamné
[218] condamné,678
[218] dollars,avoir
[218] corrompu,médecins
[99] quelle,surprise
[99] surprise,laboratoire

Top Word Pairs in Tweet in G8:
[36] nih,nihrresearch
[33] novartis,roche
[32] astrazeneca,novartis
[29] pfizer,merck
[28] nihrresearch,pfizer
[28] merck,astrazeneca
[28] roche,bmsnews
[28] bmsnews,sanofi
[28] sanofi,gsk
[25] novartis,pfizer

Top Word Pairs in Tweet in G9:
[130] reclama,225
[115] millones,dólares
[113] grecia,reclama
[113] 225,millones
[112] novartis,sobornar
[108] laboratorio,novartis
[106] dólares,laboratorio
[106] autoridades,sanitarias
[105] sobornar,autoridades
[40] instituciones,sanitarias

Top Word Pairs in Tweet in G10:
[34] please,help
[21] anamay,fighting
[19] #saveanamay,sir
[19] sir,anamay
[19] fighting,deadly
[19] deadly,sma1
[19] sma1,please
[19] help,fund
[19] fund,raising
[19] raising,anamay's

Top Replied-To
Top Replied-To in Entire Graph:
@a_loverdos
@nikosmichael6
@adonisgeorgiadi
@kostasvaxevanis
@borowskimike
@yvespdb
@steve_tiger1
@perreneitor
@giorgoskyrtsos
@novartis

Top Replied-To in G1:
@a_loverdos
@nikosmichael6
@adonisgeorgiadi
@kostasvaxevanis
@giorgoskyrtsos
@nostradamusdem
@syriza_gr
@androulakisnick
@sigmatauro
@atsipras

Top Replied-To in G2:
@yvespdb
@marionaccarato7
@rasekrasek
@f_philippot
@planetes360
@pchaibriant
@carmenrio2504
@gauthieryan1
@hebertvronique1
@chat000069

Top Replied-To in G3:
@borowskimike
@agnesbuzyn
@gromlevilain1

Top Replied-To in G4:
@enmodemacaron
@sandrousseau

Top Replied-To in G5:
@alainsebil
@verity_france
@ericbillyfr
@vpourleprixdun
@novartis
@richajainkalra
@pchaibriant
@bfmtv
@tvlcampagnol
@cstrateges

Top Replied-To in G7:
@steve_tiger1
@chocomoussette
@cotemattpuemple

Top Replied-To in G8:
@fearnley_k
@shaneywright
@amolpatel_dr
@njbbari3
@nationallipid
@tristanveness
@scotsknight2
@tonyhussein4
@opsoms
@gopchairwoman

Top Replied-To in G9:
@crismartinj

Top Replied-To in G10:
@amit12_tweet

Top Mentioned
Top Mentioned in Entire Graph:
@androulakisnick
@novartis
@le
@a_loverdos
@kostasvaxevanis
@ericbillyfr
@raoult_didier
@pfizer
@roche
@adonisgeorgiadi

Top Mentioned in G1:
@androulakisnick
@a_loverdos
@kostasvaxevanis
@adonisgeorgiadi
@makisvoridis
@netakias
@kmitsotakis
@atsipras
@thefaqgr
@androulakis

Top Mentioned in G2:
@reseau_internat
@le
@rasekrasek
@alexisresurrect
@zradio_z
@ns2017
@75nad75
@ricardominute
@idrissaberkane

Top Mentioned in G3:
@le
@borowskimike

Top Mentioned in G4:
@pharm
@le

Top Mentioned in G5:
@le
@novartis
@ericbillyfr
@raoult_didier
@novartis_france
@banounhelene
@novartis_ch
@philipponphili1
@echabriere
@cdupisson

Top Mentioned in G6:
@ereportaz
@proskinio_gr

Top Mentioned in G7:
@alexisresurrect
@zradio_z
@steve_tiger1
@csnu_swiss
@parlch
@bag_ofsp_ufsp
@swissmedic_
@cantondeberne
@cantondujura
@cantonduvalais

Top Mentioned in G8:
@novartis
@pfizer
@roche
@merck
@astrazeneca
@gsk
@sanofi
@nih
@nihrresearch
@bmsnews

Top Mentioned in G9:
@smolny7
@le

Top Mentioned in G10:
@novartis
@sonusood
@akshaykumar
@anupampkher
@pmoindia
@jeffbezos
@sundarpichai
@theaaryankartik
@emraanhashmi
@diyamirza

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@falconhamada_90
@kanekos69
@amaia_haikazti
@jacekwierzbicki
@insdatainter
@m2bliquis
@soniacolpo
@velocity2121
@manolhs

Top Tweeters in G1:
@kanekos69
@insdatainter
@velocity2121
@teokanistras
@sachin55476477
@bill_advised
@peristerara
@gioxar1
@ezhna2
@kostaspampalis

Top Tweeters in G2:
@soniacolpo
@lunace2pama
@cmartyluso1
@minilicorne69
@chani_bayle
@sylvita30
@ele9061
@brunedrot
@yvespdb
@lucmatte9

Top Tweeters in G3:
@bo_chart
@nausicalibre
@danubaud
@lapin47
@clemence442
@tian_a1
@barberis888
@torquetj
@baboune04
@jc_dussse

Top Tweeters in G4:
@lagrosta
@radiolondres6
@bonsoirmichel
@dorimene2
@fourchetchristi
@franckylarafale
@laizet2
@hommeebene1998
@clobala2
@benoit_gregory

Top Tweeters in G5:
@m2bliquis
@sonialavera
@altai_armande
@mariabadin18
@morgfair
@thalassa2008
@le_figaro
@bfmtv
@fleur2108
@m75sylvie

Top Tweeters in G6:
@jacekwierzbicki
@manolhs
@frontendla
@stigmabase
@entypos
@sofokleous10
@paraskhnio
@astratv1
@ioannina24
@thestival

Top Tweeters in G7:
@madrynha2012
@diabolo741
@albi2103
@anabellatibo
@frederiquerinc1
@motheleo4
@cazmariani
@guitfast
@realpunkspirit
@georgep76500486

Top Tweeters in G8:
@chidambara09
@fabriciosx
@watergatesummer
@tiredinor4now
@bethechange1682
@nleblanc12
@brazilsfe
@tonyhussein4
@njbbari3
@kisstheearth

Top Tweeters in G9:
@amaia_haikazti
@teresamontao
@esferaceleste
@a_m_m_7_7
@crisalidaliquid
@badalola58
@anjorma3
@dialogosiempre
@flotatm
@caparrones

Top Tweeters in G10:
@aajtak
@zeenewsenglish
@tajinderbagga
@mohfw_india
@srbachchan
@cmofficeup
@lolita_tnie
@manmundra
@youtube
@beingsalmankhan


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