antivax, Twitter, 5/23/2022 8:52:34 AM, 276876


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antivax_2022-05-23_01-15-02.xlsx
antivax_2022-05-23_01-15-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2022
Short Description:
antivax via NodeXL https://bit.ly/39Q3fYE
@bif_o
@beatrice_rosen
@albowers1
@emmanuelmacron
@drjbhattacharya
@francoiducrocq
@johngirondins
@bfmtv
@gwgoldnadel
@fredericadnet

Top hashtags:
#antivax
#varioledusinge
#provax
#monkeypox
#legislatives2022
#ericzemmour

Description:
Description
The graph represents a network of 9,552 Twitter users whose tweets in the requested range contained "antivax", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 May 2022 at 08:20 UTC.

The requested start date was Monday, 23 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 4-hour, 14-minute period from Thursday, 19 May 2022 at 13:20 UTC to Sunday, 22 May 2022 at 17:35 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 : 9552
Unique Edges : 7479
Edges With Duplicates : 9575
Total Edges : 17054
Number of Edge Types : 5
Replies to : 2833
Tweet : 1005
Mentions : 4526
Retweet : 3707
MentionsInRetweet : 4983
Self-Loops : 1028
Reciprocated Vertex Pair Ratio : 0.0152372262773723
Reciprocated Edge Ratio : 0.0300170755819179
Connected Components : 1440
Single-Vertex Connected Components : 484
Maximum Vertices in a Connected Component : 5400
Maximum Edges in a Connected Component : 12308
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.505879
Graph Density : 0.00012196491829896
Modularity : 0.612552
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,552 Twitter users whose tweets in the requested range contained "antivax", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 May 2022 at 08:20 UTC.

The requested start date was Monday, 23 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 4-hour, 14-minute period from Thursday, 19 May 2022 at 13:20 UTC to Sunday, 22 May 2022 at 17:35 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 : GraphServerTwitterSearch
Graph Term : antivax
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:
[41] https://www.vice.com/en/article/akvxpp/covid-antivax-better-way-conference
[22] https://www.brasil247.com/coronavirus/movimento-antivax-reduziu-cobertura-vacinal-para-outras-doencas-diz-eurico-arruda
[21] https://atlantico.fr/article/decryptage/gauche-immorale-ces-candidats-totalement-anti-republicains-qui-se-cachent-au-milieu-des-577-candidats-nupes-dieudonne-soral-extreme-droite-lfi-antipass-antivax-gaston-cremieux
[21] https://t.me/Dr_varis
[20] https://www.lapresse.ca/actualites/sante/2022-05-20/variole-simienne/la-sante-publique-federale-envisage-de-vacciner-au-quebec.php
[19] https://fr.news.yahoo.com/covid-19-italie-antivax-refusent-enfant-don-sang-personnes-vaccinees-105522618.html
[17] https://twitter.com/PanDanTag/status/1504602598787227652
[14] https://api.whatsapp.com/send/?phone=%2B33644659168&text&app_absent=0
[8] https://sciencebasedmedicine.org/shame-on-hbo-bill-maher-interviews-dr-jay-gordon-and-the-antivaccine-misinformation-flows/
[7] https://twitter.com/BFMTV/status/1526822141768847361

Top URLs in Tweet in G1:
[17] https://twitter.com/PanDanTag/status/1504602598787227652
[7] https://fr.news.yahoo.com/covid-19-italie-antivax-refusent-enfant-don-sang-personnes-vaccinees-105522618.html
[4] https://infojmoderne.com/2021/08/14/qui-est-vladimir-zelenko-nouvelle-star-des-complotistes-antivax/
[3] https://twitter.com/Un_IDE_Linuxien/status/1526662938005733377?s=20&t=jM0xdi2eHuFI1DeAGJewuA
[3] https://www.scientifique-en-chef.gouv.qc.ca/impacts/ddr-documents-de-pfizer-verifiez-la-source/
[1] https://www.reuters.com/world/europe/vaccine-sceptic-french-lawmaker-dies-after-contracting-covid-19-parliament-head-2022-01-07/
[1] https://twitter.com/Un_IDE_Linuxien/status/1526662934809743361?s=20&t=xRjI8Ha9ZGCwQiaPtf3uQQ
[1] https://www.lemonde.fr/afrique/article/2022/05/16/flambees-de-rougeole-en-afrique-la-resistance-au-vaccin-contre-le-covid-19-a-aussi-contamine-les-autres-vaccinations_6126330_3212.html
[1] https://twitter.com/Drmartyufml/status/1476976390998220803
[1] https://twitter.com/arriettydubronx/status/1527710666748006402/photo/1

Top URLs in Tweet in G2:
[2] https://twitter.com/bif_o/status/1527687397391089665
[1] https://twitter.com/olivier_serva/status/1528175836049903616
[1] https://twitter.com/cdjoncour/status/1527081327379587074
[1] https://twitter.com/f_philippot/status/1527298284431319041
[1] https://vk.com/429.html?hash429=axHlgL5NHSve_2UkZVQaLDw9bFV6riteTLOeMB-F4tKK8M3X0cVpZRBzR9RzF4LGSDh-9m9Z_qS7f-RhFJCNG4skfYORdV6sUn2my_uIpxXnjmbPH9rTZA&redirect429=/video634116626_456239994
[1] https://twitter.com/mathildepanot/status/1527666131695067136
[1] https://twitter.com/chikirouparis/status/1527309237164326915
[1] https://twitter.com/mediavenir/status/1527589964073951233

Top URLs in Tweet in G3:
[9] https://atlantico.fr/article/decryptage/gauche-immorale-ces-candidats-totalement-anti-republicains-qui-se-cachent-au-milieu-des-577-candidats-nupes-dieudonne-soral-extreme-droite-lfi-antipass-antivax-gaston-cremieux
[3] https://www.lejdd.fr/Politique/legislatives-antivax-islamophobes-fiche-s-les-encombrants-candidats-deric-zemmour-4111435
[2] https://www.lejdd.fr/Politique/legislatives-antivax-islamophobes-fiche-s-les-encombrants-candidats-deric-zemmour-4111435?Echobox=1652626360#utm_medium=Social&xtor=CS1-4&utm_source=Twitter
[2] https://twitter.com/thevenonpierri1/status/1521453124568981508?s=21&t=6DyDcwp_ZA8mWtUFWuBN6g
[1] https://amp.lefigaro.fr/sciences/peu-fiables-non-publiees-les-etudes-sur-l-ivermectine-attirent-les-antivax-20220103
[1] https://twitter.com/Florent_Giry/status/1527259229723283457
[1] https://twitter.com/Procto_Log/status/1527347184097988614
[1] https://www.agriculture-environnement.fr/2021/06/07/le-couple-biteau-contre-lhorreur-nazie-de-la-vaccination-anti-covid/amp
[1] https://twitter.com/MathildePanot/status/1527666131695067136
[1] https://twitter.com/EstelleMidi/status/1527265462383521793

Top URLs in Tweet in G4:
[6] https://www.vice.com/en/article/akvxpp/covid-antivax-better-way-conference
[6] https://t.me/Dr_varis
[6] https://api.whatsapp.com/send/?phone=%2B33644659168&text&app_absent=0
[5] https://twitter.com/tracklist/status/1527420766446403600
[5] https://twitter.com/fredericadnet/status/1527615892611293185
[4] https://twitter.com/loffredojeremy/status/1527521228688445442
[3] https://gente.ig.com.br/colunas/gabriel-perline/2022-05-20/globo-da-ultimato-a-funcionarios-antivax-e-faz-ameaca-com-demissao.html
[3] https://www.brasil247.com/coronavirus/movimento-antivax-reduziu-cobertura-vacinal-para-outras-doencas-diz-eurico-arruda
[3] https://twitter.com/bif_o/status/1527687397391089665
[3] https://atlantico.fr/article/decryptage/gauche-immorale-ces-candidats-totalement-anti-republicains-qui-se-cachent-au-milieu-des-577-candidats-nupes-dieudonne-soral-extreme-droite-lfi-antipass-antivax-gaston-cremieux

Top URLs in Tweet in G5:
[2] https://twitter.com/BFMTV/status/1526822141768847361
[1] https://twitter.com/bfmtv/status/1526822141768847361
[1] https://www.sudouest.fr/charente-maritime/saintes/saintes-les-antivax-s-emparent-des-elections-legislatives-10960294.php
[1] https://www.bfmtv.com/people/musique/atteint-du-covid-le-chanteur-anti-vax-eric-clapton-est-contraint-d-annuler-des-concerts_AN-202205180156.html
[1] https://twitter.com/Poulin2012/status/1526884717890572289
[1] https://twitter.com/Attaque_Gouv/status/1526655616038625281
[1] https://www.youtube.com/watch?v=01r3YcJHTyQ&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://archive.ph/2022.05.18-131315/https://www.thestar.com/news/gta/2022/05/18/ontario-md-probed-over-covid-vaccine-exemptions-allegedly-said-fighting-mandates-was-like-resisting-nazis-court-hears.html
[1] https://sciencebasedmedicine.org/i-wont-call-dr-offit-an-anti-vaxxer/
[1] https://www.reddit.com/r/COVID19positive/comments/uu0ul0/has_anyone_had_covid_3x_or_more/
[1] https://twitter.com/aetiology/status/1528046388323418113

Top URLs in Tweet in G7:
[1] https://www.jpost.com/breaking-news/article-707234
[1] https://fr.news.yahoo.com/covid-19-italie
[1] https://fr.news.yahoo.com/covid-19-italie-antivax-refusent-enfant-don-sang-personnes-vaccinees-105522618.html

Top URLs in Tweet in G8:
[3] https://atlantico.fr/article/decryptage/gauche-immorale-ces-candidats-totalement-anti-republicains-qui-se-cachent-au-milieu-des-577-candidats-nupes-dieudonne-soral-extreme-droite-lfi-antipass-antivax-gaston-cremieux
[1] https://www.lefigaro.fr/sciences/covid-19-une-surmortalite-de-95-000-deces-entre-mars-2020-et-decembre-2021-en-france-selon-l-insee-20220520

Top URLs in Tweet in G9:
[1] https://twitter.com/vsainement/status/1527952542478618625?s=21&t=_s0g1F25v6QzVqQHsKY3wA
[1] https://www.lemonde.fr/idees/article/2021/09/07/en-afrique-les-antivax-ressemblent-a-ceux-du-nord_6093740_3232.html
[1] https://www.leparisien.fr/international/chine-en-pleine-nuit-des-milliers-dhabitants-de-pekin-emmenes-en-quarantaine-forcee-21-05-2022-BU74BKVYQBG3JKWCPKLCLW2ZHE.php?xtor=AD-366
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-a-quel-point-la-vaccination-freine-t-elle-la-transmission-du-virus_4690869.html
[1] https://twitter.com/sudouest/status/1527202978330984449
[1] https://twitter.com/BFMTV/status/1526822141768847361
[1] https://fr.news.yahoo.com/covid-19-italie-antivax-refusent-enfant-don-sang-personnes-vaccinees-105522618.html
[1] https://twitter.com/rogezveronique/status/1527209920986234881
[1] https://odysee.com/@melgoyer:3/vaccin-dr-david-martin:9
[1] https://twitter.com/Rob__EDELJI/status/1527659947890286593?s=20

Top URLs in Tweet in G10:
[10] https://fr.news.yahoo.com/covid-19-italie-antivax-refusent-enfant-don-sang-personnes-vaccinees-105522618.html

Top Domains
Top Domains in Tweet in Entire Graph:
[349] twitter.com
[47] vice.com
[25] brasil247.com
[22] atlantico.fr
[22] yahoo.com
[21] t.me
[20] lapresse.ca
[14] whatsapp.com
[11] youtube.com
[10] sciencebasedmedicine.org

Top Domains in Tweet in G1:
[47] twitter.com
[7] yahoo.com
[4] infojmoderne.com
[3] qc.ca
[1] reuters.com
[1] lemonde.fr
[1] euronews.com
[1] sciencedirect.com
[1] counterhate.com
[1] bfmtv.com

Top Domains in Tweet in G2:
[8] twitter.com
[1] vk.com

Top Domains in Tweet in G3:
[13] twitter.com
[9] atlantico.fr
[5] lejdd.fr
[1] lefigaro.fr
[1] agriculture-environnement.fr
[1] france24.com
[1] 20minutes.fr
[1] marianne.net

Top Domains in Tweet in G4:
[146] twitter.com
[8] vice.com
[6] t.me
[6] whatsapp.com
[4] brasil247.com
[4] atlantico.fr
[3] com.br
[2] co.uk
[2] npr.org
[2] ledauphine.com

Top Domains in Tweet in G5:
[5] twitter.com
[1] sudouest.fr
[1] bfmtv.com
[1] youtube.com

Top Domains in Tweet in G6:
[1] archive.ph
[1] sciencebasedmedicine.org
[1] reddit.com
[1] twitter.com

Top Domains in Tweet in G7:
[2] yahoo.com
[1] jpost.com

Top Domains in Tweet in G8:
[3] atlantico.fr
[1] lefigaro.fr

Top Domains in Tweet in G9:
[5] twitter.com
[1] lemonde.fr
[1] leparisien.fr
[1] francetvinfo.fr
[1] yahoo.com
[1] odysee.com

Top Domains in Tweet in G10:
[10] yahoo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[359] antivax
[209] varioledusinge
[108] provax
[88] monkeypox
[66] legislatives2022
[62] ericzemmour
[62] reconquête
[62] orthopoxvirus
[61] covid19
[54] trolls



Top Hashtags in Tweet in G1:
[68] antivax
[17] agret
[16] vaccin
[6] covidiots
[5] covid19
[5] varioledusinge
[5] nadal
[4] monkeypox
[4] orthopoxvirus
[4] melenchon

Top Hashtags in Tweet in G2:
[7] varioledusinge
[4] nupes
[4] twitter
[2] trolls
[2] russes
[2] réseaux
[2] legislatives2022
[2] provax
[2] antivax
[1] mckinseygate

Top Hashtags in Tweet in G3:
[75] varioledusinge
[61] ericzemmour
[61] reconquête
[52] legislatives2022
[50] trolls
[50] russes
[50] réseaux
[21] nupes
[15] twitter
[8] lfi

Top Hashtags in Tweet in G4:
[47] antivax
[20] covid19
[11] monkeypox
[8] covid
[7] varioledusinge
[7] who
[6] passsanitaire
[6] vaccinatieschade
[6] coronamaatregelen
[6] coronavirus

Top Hashtags in Tweet in G5:
[6] tpmp
[3] antivax
[2] provax
[2] varioledusinge

Top Hashtags in Tweet in G7:
[2] monkeypox
[1] provax
[1] antivax
[1] varioledusinge
[1] orthopoxvirus

Top Hashtags in Tweet in G9:
[2] antivax
[2] varioledusinge
[2] passdelahonte
[1] monkeypox
[1] orthopoxvirus
[1] provax
[1] pfizerdocuments

Top Hashtags in Tweet in G10:
[13] antivax
[2] provax
[2] varioledusinge
[1] santé
[1] hopital
[1] antitout
[1] chapeau
[1] hat
[1] soignants
[1] monkeypoxvirus

Top Words
Top Words in Tweet in Entire Graph:
[4889] antivax
[975] été
[794] plus
[695] bif_o
[656] team
[589] mais
[572] vax
[559] ce
[524] anti
[521] ces

Top Words in Tweet in G1:
[630] antivax
[204] bfmtv
[152] c'est
[152] ce
[110] ça
[106] mais
[104] plus
[103] sont
[98] fait
[79] vaccin

Top Words in Tweet in G2:
[617] bif_o
[546] team
[404] été
[398] véran
[396] santé
[382] merci
[381] dit
[379] olivier
[377] meilleurs
[377] ministres

Top Words in Tweet in G3:
[378] antivax
[158] suis
[107] mathildepanot
[92] tous
[88] ont
[77] nawaknawak
[76] candidats
[75] découvre
[75] hashtag
[75] #varioledusinge

Top Words in Tweet in G4:
[444] antivax
[47] #antivax
[39] covid
[35] mais
[27] eu
[27] não
[22] anti
[22] people
[20] c'est
[20] ça

Top Words in Tweet in G5:
[399] clapton
[381] plus
[381] eric
[365] beatrice_rosen
[362] victime
[361] titre
[361] montre
[361] quel
[361] point
[361] l'idéologie

Top Words in Tweet in G6:
[61] antivax
[12] breezergalway
[11] swaledalemutton
[10] artyshouse
[10] mcfunny
[8] tierrahenson
[8] see
[7] andylumm
[7] sharky_vs_evil
[7] gerarddelaney39

Top Words in Tweet in G7:
[246] nouvelle
[246] communauté
[246] née
[246] variolistes
[246] compose
[246] principalement
[246] d'anciens
[246] covidistes
[246] lassés
[203] francoiducrocq

Top Words in Tweet in G8:
[410] candidats
[206] gauche
[206] ces
[205] immorale
[205] totalement
[205] anti
[205] républicains
[205] cachent
[205] milieu
[205] 577

Top Words in Tweet in G9:
[181] antivax
[147] fredericadnet
[67] ce
[65] vaccin
[62] sont
[59] ils
[45] contre
[44] mais
[41] c'est
[41] tous

Top Words in Tweet in G10:
[108] antivax
[34] olivierveran
[25] emmanuelmacron
[21] sont
[21] unifred6
[20] ce
[18] ryckoo7
[17] c'est
[16] mais
[16] leur

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[469] eric,clapton
[437] olivier,véran
[436] merci,team
[435] ministres,santé
[433] véran,probablement
[433] probablement,été
[433] été,meilleurs
[433] meilleurs,ministres
[433] santé,ve
[433] ve,république

Top Word Pairs in Tweet in G1:
[42] eric,clapton
[29] mouvement,antivax
[29] antivax,profite
[28] profite,toute
[28] toute,occasion
[28] occasion,propager
[28] propager,peur
[28] peur,vaccins
[28] vaccins,nouveaux
[28] nouveaux,cas

Top Word Pairs in Tweet in G2:
[378] olivier,véran
[377] merci,team
[376] ministres,santé
[375] véran,probablement
[375] probablement,été
[375] été,meilleurs
[375] meilleurs,ministres
[375] santé,ve
[375] ve,république
[375] république,dit

Top Word Pairs in Tweet in G3:
[75] découvre,hashtag
[75] hashtag,#varioledusinge
[75] #varioledusinge,suis
[75] suis,pris
[75] pris,suées
[75] suées,suis
[75] suis,prêt
[75] prêt,retaper
[75] retaper,tous
[75] tous,minables

Top Word Pairs in Tweet in G4:
[10] antivax,conspiracy
[8] complotistes,antivax
[6] variole,singe
[6] suis,antivax
[6] obtenez,votre
[6] votre,pass
[6] pass,sans
[6] sans,faire
[6] faire,vacciné
[6] vacciné,télégram

Top Word Pairs in Tweet in G5:
[381] eric,clapton
[361] titre,montre
[361] montre,quel
[361] quel,point
[361] point,l'idéologie
[361] l'idéologie,plus
[361] plus,forte
[361] forte,réel
[361] réel,eric
[361] clapton,double

Top Word Pairs in Tweet in G6:
[5] breezergalway,judysimpson222
[4] necrobiomicon,basil_ireton
[4] sharky_vs_evil,ianaboulton
[4] gillymccain1,robinh00dthe2nd
[4] robinh00dthe2nd,beckyj2779
[4] beckyj2779,sirmasksalot
[4] jimmygimmy6,factode305
[4] factode305,pavlospavlova
[4] iron_mechanic,seaslikethese
[4] seaslikethese,westhammatters

Top Word Pairs in Tweet in G7:
[246] nouvelle,communauté
[246] communauté,née
[246] née,variolistes
[246] variolistes,compose
[246] compose,principalement
[246] principalement,d'anciens
[246] d'anciens,covidistes
[246] covidistes,lassés
[202] francoiducrocq,nouvelle
[42] mrjinjgle80,nouvelle

Top Word Pairs in Tweet in G8:
[205] gauche,immorale
[205] immorale,ces
[205] ces,candidats
[205] candidats,totalement
[205] totalement,anti
[205] anti,républicains
[205] républicains,cachent
[205] cachent,milieu
[205] milieu,577
[205] 577,candidats

Top Word Pairs in Tweet in G9:
[26] fredericadnet,ils
[24] sont,antivax
[24] tous,vaccins
[23] ce,vaccin
[22] ils,font
[21] creton_brigitte,fredericadnet
[21] font,l'amalgame
[21] l'amalgame,volontaire
[21] volontaire,ce
[21] vaccin,tous

Top Word Pairs in Tweet in G10:
[19] unifred6,emmanuelmacron
[18] ryckoo7,unifred6
[10] italie,antivax
[10] antivax,refusent
[10] refusent,leur
[10] leur,enfant
[10] enfant,reçoive
[10] reçoive,sang
[10] sang,personnes
[10] personnes,vaccinées

Top Replied-To
Top Replied-To in Entire Graph:
@bif_o
@fredericadnet
@bfmtv
@antivax_max
@divizio1
@ryckoo7
@f_philippot
@wargonm
@mediavenir
@mathildepanot

Top Replied-To in G1:
@bfmtv
@divizio1
@haka004
@martinesdb
@un_ide_linuxien
@f_philippot
@immortellexiii
@myriamhebuterne
@thevenonpierri1
@vaccinologie

Top Replied-To in G2:
@bif_o
@gigilafraiche
@jemouth
@victorialrem
@yahveoio
@bfmtv
@rsinbah
@ares_agenda2030
@scorpion7520
@maximerivelon

Top Replied-To in G3:
@mathildepanot
@dumaspf
@andraalex16
@tikardz
@mbiwali
@arikouts
@vonette23
@leocadiaka
@cyrilhanouna
@f_philippot

Top Replied-To in G5:
@beatrice_rosen
@bif_o
@moniqueplaza3
@beauntel
@kathval
@looshow
@ilove3m
@adrianapnt
@jeffdebruges2
@f1luxembourg

Top Replied-To in G6:
@seekingtruth517
@allangmiller1
@shithappens116
@charles04144986
@job22233
@mand2101
@bebert701
@jackbonedaddy
@jaytee116james
@justfacts65

Top Replied-To in G7:
@kateyasmina
@bif_o
@lerouxarthur10
@sarahcroche04
@syribou
@verotoutcourt
@erikloridan
@elguapo282
@jevomislamodo
@lrestistant73

Top Replied-To in G8:
@le_figaro
@donimico1

Top Replied-To in G9:
@fredericadnet
@barzek
@emarres
@le___doc
@de_coet
@babar_le_rhino
@alext342
@alialai14327324
@otecam92
@chatsecouriste

Top Replied-To in G10:
@ryckoo7
@olivierveran
@manonic6r
@hamonjeanpaul
@p_duval
@bfmtv
@michel_halpes
@bif_o
@guilletge
@ex_infirmier

Top Mentioned
Top Mentioned in Entire Graph:
@bif_o
@beatrice_rosen
@francoiducrocq
@gwgoldnadel
@bfmtv
@fredericadnet
@caudehenrion
@mathildepanot
@nawaknawak
@france_soir

Top Mentioned in G1:
@bfmtv
@f_philippot
@wal_trudeau
@divizio1
@grandsachoir
@verity_france
@yvespdb
@marc_doyer
@arikouts
@arriettydubronx

Top Mentioned in G2:
@bif_o
@avocatdupeuple
@noutchoupi
@leforgeron89
@gigilafraiche
@jemouth
@jeanlucbayrou
@francoiducrocq
@gwgoldnadel
@beatrice_rosen

Top Mentioned in G3:
@mathildepanot
@nawaknawak
@dumaspf
@fabricedandrea
@lejdd
@boostcharlie
@bif_o
@jlmelenchon
@funfrenchy
@chumunue

Top Mentioned in G4:
@paolinh96191197
@wqbelle
@merou_agile

Top Mentioned in G5:
@beatrice_rosen
@soignantsmlu
@moniqueplaza3
@martinz_uncut
@a__samedi
@lai_dama
@caudehenrion
@cleokapp
@leelasingleeye
@brazzealia

Top Mentioned in G6:
@breezergalway
@swaledalemutton
@artyshouse
@mcfunny
@tierrahenson
@andylumm
@mpc_xetts
@sharky_vs_evil
@gerarddelaney39
@judysimpson222

Top Mentioned in G7:
@francoiducrocq
@mrjinjgle80
@aliyah01150546
@beatrice_rosen
@rasekrasek
@mandrinvienne
@jevomislamodo
@verotoutcourt
@eb_charlie
@annette_lexa

Top Mentioned in G8:
@gwgoldnadel
@cweillraynal
@francoiducrocq
@beatrice_rosen
@atlantico_fr
@bif_o
@jemouth
@sinclairthomas4
@mediapart
@le_figaro

Top Mentioned in G9:
@fredericadnet
@alpha91160
@creton_brigitte
@jumeh9
@alext342
@divizio1
@rogezveronique
@cecilou54
@beatrice_rosen
@sev2029

Top Mentioned in G10:
@emmanuelmacron
@olivierveran
@unifred6
@mabi5emmanuelle
@brigbourguignon
@elisabeth_borne
@nicolasrevel
@julienbahloul
@sante_gouv
@manonic6r

Top Tweeters
Top Tweeters in Entire Graph:
@odio_nao
@mistersalesman
@s9tmt
@lennaleprena
@united
@glasgow_watch
@madfall1213
@debrammason1
@minhkular
@vonivar

Top Tweeters in G1:
@mariabadin18
@bfmtv
@yvespdb
@gadflyquebec
@rtbfinfo
@william85837998
@cnews
@lauredemontalem
@lavenir_net
@ladyjessparis

Top Tweeters in G2:
@inachiveg
@cd_land
@zoreil1945
@swetlondon
@benedicte1512
@jakopasto1
@graindesable20
@michelleboitel1
@arlette_bendl
@chrislaine33

Top Tweeters in G3:
@marclandes40
@costeslioneler
@deycatherine1
@narpmezwg6owrno
@anydel
@bourganne
@philippe_fqsp
@nordsud6213
@gailuronnicky
@cyrilletrignac

Top Tweeters in G4:
@vonivar
@julllietteb
@zehub
@jctm1
@danitegon
@ig
@_rightonq_
@grrrrangryshark
@missbronte
@radioproletrio

Top Tweeters in G5:
@fleur2108
@lemerignan
@levieux_
@mabby64
@jepensedonc3
@kitouraph
@ntwolfmother
@mydaphne
@lazy_lindsay
@praline_addict

Top Tweeters in G6:
@adevotedyogi
@_mamadeb
@gmacvhhh
@babetruth2
@monstercoyliar
@jds44894884
@takethatct
@kath2cats
@skipmav
@wjack76995

Top Tweeters in G7:
@edira2
@mazenod10
@lau68951920
@brunedrot
@carrionnat
@nouveau_papy
@planet211180
@baixsegura_es
@g0rille
@jackimbe

Top Tweeters in G8:
@mounmir
@le_figaro
@lacpure
@fourchetchristi
@gfrancefrance
@debrouille92
@claviedidier
@chacha78180
@break08stephane
@ray_karl

Top Tweeters in G9:
@delalande72
@sarah41659531
@babs_cat33
@paultable521
@otecam92
@danedefrance
@laurent_brunner
@sbslsp
@christi22917002
@donjah8

Top Tweeters in G10:
@afpfr
@lilicarmen78163
@trcha92
@annefarmer65
@bobrebelles
@remseeks
@lci
@hostilus
@quatremer
@44azereg