antivax, Twitter, 5/30/2022 9:34:10 AM, 277337


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antivax_2022-05-30_01-15-01.xlsx
antivax_2022-05-30_01-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 30, 2022
Short Description:
antivax via NodeXL https://bit.ly/38V78LD
@verity_france
@libe
@marc_doyer
@briceof_lyon
@rynex20
@fmomboisse
@nai61888771
@ouestmoncycle
@chriscottonstat
@apolitiknopass

Top hashtags:
#antivax
#antivacunas
#covid19
#covid
#lepen
#lfi
#antivaxxers
#zemmour

Description:
Description
The graph represents a network of 7,988 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, 30 May 2022 at 08:19 UTC.

The requested start date was Monday, 30 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 2-day, 23-hour, 0-minute period from Thursday, 26 May 2022 at 18:34 UTC to Sunday, 29 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 : 7988
Unique Edges : 6392
Edges With Duplicates : 19131
Total Edges : 25523
Number of Edge Types : 5
Retweet : 4365
MentionsInRetweet : 6105
Tweet : 806
Replies to : 2337
Mentions : 11910
Self-Loops : 826
Reciprocated Vertex Pair Ratio : 0.0390384962949575
Reciprocated Edge Ratio : 0.0751435032179509
Connected Components : 1028
Single-Vertex Connected Components : 360
Maximum Vertices in a Connected Component : 4434
Maximum Edges in a Connected Component : 11913
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.791916
Graph Density : 0.000180218995075811
Modularity : 0.391999
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,988 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, 30 May 2022 at 08:19 UTC.

The requested start date was Monday, 30 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 2-day, 23-hour, 0-minute period from Thursday, 26 May 2022 at 18:34 UTC to Sunday, 29 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:
[125] https://www.liberation.fr/checknews/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique-20220527_UUAYKEQRGJG25PHT6DHBV7HA6Q/
[39] https://www.heidi.news/apprendre-travailler/de-l-argent-et-des-complots-1-comment-les-antivax-ont-developpe-un-business-modele
[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
[18] https://respectfulinsolence.com/2022/05/25/bill-maher-antivax-transphobe/
[12] https://t.me/Dr_dominic
[12] https://api.whatsapp.com/send/?phone=%2B33644659168&text&app_absent=0
[10] https://www.lopinion.fr/economie/zion-lights-etre-antinucleaire-cest-lequivalent-climatique-detre-antivax-le-refus-de-la-raison
[7] https://www.hartgroup.org/breaking-the-silence-dr-david-cartland/
[7] https://www.heidi.news/apprendre-travailler/de-l-argent-et-des-complots-1-comment-les-antivax-ont-developpe-un-business-modele?utm_medium=partage-social&utm_source=twitter
[6] https://lesjours.fr/obsessions/antivax-extreme-droite/ep4-meurtre-martial-lanoir/

Top URLs in Tweet in G1:
[27] https://www.liberation.fr/checknews/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique-20220527_UUAYKEQRGJG25PHT6DHBV7HA6Q/
[4] https://www.vice.com/en/article/akvxpp/covid-antivax-better-way-conference
[1] https://www.liberation.fr/checknews/le-groupe-indochine-a-t-il-diffuse-un-message-complotiste-pendant-son-concert-anniversaire-20220529_B5LSJ6EVJVDITBXQ32GF6YDUP4/?utm_medium=Social&xtor=CS7-51-&utm_source=Twitter#Echobox=1653816426
[1] https://www.liberation.fr/checknews/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique-20220527_UUAYKEQRGJG25PHT6DHBV7HA6Q/?utm_medium=Social&xtor=CS7-51-&utm_source=Twitter#Echobox=1653642490-1
[1] https://twitter.com/nass5981/status/1530498067207794689
[1] http://stanislasberton.com/index.php/2019/10/12/du-deni-des-complots/
[1] https://twitter.com/Zepatch1/status/1529861864183992320
[1] https://twitter.com/CheckNewsfr/status/1530111750154207232?s=20&t=JAdcbKG4svIj5FVVYVVhvA
[1] https://twitter.com/__IC_XC__NIKA__/status/1527526489910018048?t=-SDXhuaCKClzzD9UDkqqWQ&s=19
[1] https://twitter.com/TMelissa74r/status/1530722467404292102

Top URLs in Tweet in G2:
[15] https://www.liberation.fr/checknews/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique-20220527_UUAYKEQRGJG25PHT6DHBV7HA6Q/
[12] https://www.heidi.news/apprendre-travailler/de-l-argent-et-des-complots-1-comment-les-antivax-ont-developpe-un-business-modele
[2] 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
[2] https://twitter.com/TAtterre/status/1473558650706960385?s=20
[2] https://lesjours.fr/obsessions/antivax-extreme-droite/ep4-meurtre-martial-lanoir/
[1] https://twitter.com/nicolasberrod/status/1530882299465805824
[1] https://twitter.com/fleurdepee/status/1530476588864774144
[1] https://twitter.com/ludovicduprat/status/1530744370319745025
[1] https://twitter.com/AlexSamTG/status/1528047787815870466?t=cvnna2Hz-o4NNps17AuXBA&s=19
[1] https://www.has-sante.fr/jcms/p_3242795/fr/strategie-de-vaccination-contre-la-covid-19-place-du-vaccin-covid-19-janssen

Top URLs in Tweet in G3:
[6] https://www.liberation.fr/checknews/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique-20220527_UUAYKEQRGJG25PHT6DHBV7HA6Q/
[1] https://twitter.com/kevinbossuet/status/1530820776890454016

Top URLs in Tweet in G4:
[2] https://www.lopinion.fr/economie/zion-lights-etre-antinucleaire-cest-lequivalent-climatique-detre-antivax-le-refus-de-la-raison
[2] https://www.heidi.news/apprendre-travailler/de-l-argent-et-des-complots-1-comment-les-antivax-ont-developpe-un-business-modele
[1] https://www.lopinion.fr/edition/economie/zion-lights-etre-antinucleaire-c-est-l-equivalent-climatique-d-etre-254686
[1] https://twitter.com/MLP_officiel/status/1530572361380028416
[1] https://www.lopinion.fr/economie/zion-lights-etre-antinucleaire-cest-lequivalent-climatique-detre-antivax-le-refus-de-la-raison?utm_source=twitter
[1] https://twitter.com/ArthurG_H/status/1529904644163616768
[1] https://twitter.com/Zulu18360299/status/1529885453683412993
[1] https://twitter.com/NAI61888771/status/1530128257525358593
[1] https://www.netguide.com/article/id06edecf376f158c75b3778ee6b7197de
[1] https://www.netguide.com/article/ide89f842939a552a6fcd212a56143c334

Top URLs in Tweet in G5:
[2] https://www.liberation.fr/checknews/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique-20220527_UUAYKEQRGJG25PHT6DHBV7HA6Q/
[1] https://twitter.com/GegeSokolov/status/1529773047628152834
[1] https://twitter.com/CheckNewsfr/status/1530111750154207232
[1] https://www.aubedigitale.com/klaus-schwab-sympathise-avec-le-directeur-de-pfizer-et-condamne-les-conspirationnistes-et-les-antivax/
[1] https://www.msn.com/fr-fr/actualite/france/effets-secondaires-des-vaccins-anti-covid-l-audition-de-figures-antivax-par-des-parlementaires-fait-pol%C3%A9mique/ar-AAXMZF2?ocid=msedgntp&cvid=c072232249c8461da16603068067306e
[1] https://twitter.com/checknewsfr/status/1530111750154207232

Top URLs in Tweet in G6:
[37] https://www.liberation.fr/checknews/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique-20220527_UUAYKEQRGJG25PHT6DHBV7HA6Q/
[12] https://t.me/Dr_dominic
[12] https://api.whatsapp.com/send/?phone=%2B33644659168&text&app_absent=0
[6] https://twitter.com/bchartsnet/status/1529952435413860353
[4] https://twitter.com/pitchfork/status/1529857661973323777
[3] https://www.lopinion.fr/economie/zion-lights-etre-antinucleaire-cest-lequivalent-climatique-detre-antivax-le-refus-de-la-raison
[2] https://mycandles.blogspot.com/2021/03/the-logical-fallacy-behind-anti-vaccine.html
[2] https://cvitrolles.wordpress.com/2022/05/27/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique/
[2] https://www.williamquincybelle.com/2019/06/the-enemy-is-us.html
[2] https://twitter.com/ArthurG_H/status/1529904644163616768

Top URLs in Tweet in G7:
[1] https://twitter.com/disclosetv/status/1529507761205174274
[1] https://twitter.com/Valeriepipet/status/1530244468019978247
[1] https://www.liberation.fr/checknews/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique-20220527_UUAYKEQRGJG25PHT6DHBV7HA6Q/

Top URLs in Tweet in G8:
[5] https://www.liberation.fr/checknews/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique-20220527_UUAYKEQRGJG25PHT6DHBV7HA6Q/
[1] https://www.liberation.fr/checknews/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique-20220527_UUAYKEQRGJG25PHT6DHBV7HA6Q/?outputType=amp
[1] https://www.vice.com/en/article/akvxpp/covid-antivax-better-way-conference
[1] https://www.mcgill.ca/oss/article/controversial-science-health-news-supplements/seems-neurosurgeons-are-not-immune-neuroses
[1] https://www.anses.fr/fr/content/5g-pas-de-risques-nouveaux-pour-la-sant%C3%A9-au-vu-des-donn%C3%A9es-disponibles
[1] https://www.20minutes.fr/societe/3220655-20220203-vaccins-contre-covid-19-experimentaux-comme-affirment-detracteurs-non-voici-pourquoi
[1] https://twitter.com/pawlakfrancis/status/1530448937940832256

Top URLs in Tweet in G9:
[5] https://www.liberation.fr/checknews/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique-20220527_UUAYKEQRGJG25PHT6DHBV7HA6Q/
[2] https://www.lesechos.fr/politique-societe/societe/les-soignants-et-le-covid-le-discours-antivax-ras-le-bol-1379528
[1] https://twitter.com/ChrisCottonStat/status/1523584696038289408?s=20&t=KpICcUqRkQYnpXZZrW2_Fg
[1] https://twitter.com/afange22/status/1530343598008549376
[1] https://twitter.com/AlexKana4/status/1530519100224589824
[1] https://lactualite.com/actualites/vaccination-contre-la-covid-19-les-2-3-des-effets-secondaires-dus-a-leffet-nocebo/
[1] https://www.futura-sciences.com/sante/actualites/vaccin-anti-covid-effet-nocebo-derriere-76-effets-indesirables-vaccins-anti-covid-19-96224/
[1] https://www.futura-sciences.com/sante/breves/vaccin-anti-covid-covid-19-personne-non-vaccinee-12-fois-plus-risque-transmettre-sars-cov-2-quune-personne-vaccinee-4684/
[1] https://twitter.com/http_404_notf/status/1528289316941733889
[1] https://twitter.com/ArthurG_H/status/1529904644163616768

Top URLs in Tweet in G10:
[1] https://www.extra.com.py/fama/echaron-mario-bracho-el-lio-las-coimas-n2817855.html

Top Domains
Top Domains in Tweet in Entire Graph:
[232] twitter.com
[131] liberation.fr
[46] heidi.news
[25] respectfulinsolence.com
[22] atlantico.fr
[13] t.me
[12] lopinion.fr
[12] whatsapp.com
[8] youtube.com
[8] vice.com

Top Domains in Tweet in G1:
[29] liberation.fr
[8] twitter.com
[4] vice.com
[1] stanislasberton.com
[1] operanewsapp.com
[1] appsflyer.com
[1] senat.fr
[1] abc.es

Top Domains in Tweet in G2:
[21] twitter.com
[17] liberation.fr
[12] heidi.news
[3] atlantico.fr
[2] lesjours.fr
[1] has-sante.fr
[1] wikipedia.org
[1] 20minutes.fr
[1] senat.fr
[1] lemonde.fr

Top Domains in Tweet in G3:
[6] liberation.fr
[1] twitter.com

Top Domains in Tweet in G4:
[8] twitter.com
[4] lopinion.fr
[2] netguide.com
[2] heidi.news
[1] limportant.fr
[1] liberation.fr

Top Domains in Tweet in G5:
[3] twitter.com
[2] liberation.fr
[1] aubedigitale.com
[1] msn.com

Top Domains in Tweet in G6:
[95] twitter.com
[38] liberation.fr
[12] t.me
[12] whatsapp.com
[4] msn.com
[3] lopinion.fr
[2] com.au
[2] blogspot.com
[2] wordpress.com
[2] williamquincybelle.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] liberation.fr

Top Domains in Tweet in G8:
[6] liberation.fr
[1] vice.com
[1] mcgill.ca
[1] anses.fr
[1] 20minutes.fr
[1] twitter.com

Top Domains in Tweet in G9:
[5] twitter.com
[5] liberation.fr
[2] lesechos.fr
[2] futura-sciences.com
[1] lactualite.com

Top Domains in Tweet in G10:
[1] com.py

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[198] antivax
[143] antivacunas
[68] covid19
[49] covid
[23] lepen
[23] lfi
[22] antivaxxers
[21] zemmour
[18] passsanitaire
[16] soignant



Top Hashtags in Tweet in G1:
[10] antivax
[10] pfizer
[6] indochine
[3] provax
[2] creutzfeldtjakob
[2] varioledusinge
[2] giletsjaunes
[2] covid
[1] trustscience
[1] mauricette

Top Hashtags in Tweet in G2:
[38] covid
[21] antivax
[12] soignant
[12] brevesdespace
[8] covid19
[4] opecst
[3] pfizer
[2] marinelepen
[2] hopital
[2] infirmieres

Top Hashtags in Tweet in G3:
[6] antivax
[5] giletsjaunes
[5] liberté
[1] convoitdeslibertés
[1] brevesdespace

Top Hashtags in Tweet in G4:
[19] lepen
[19] zemmour
[19] lfi
[12] marinelepen
[12] hopital
[12] infirmieres
[12] infirmiers
[12] soignants
[3] soignant
[3] suceboulesdephilippot

Top Hashtags in Tweet in G6:
[44] antivax
[28] covid19
[14] coronavirus
[12] passsanitaire
[12] vaccinatieschade
[12] who
[12] coronamaatregelen
[12] macrondegage
[12] proudofjungkook
[6] covid

Top Hashtags in Tweet in G7:
[1] covid19

Top Hashtags in Tweet in G8:
[10] antivax
[9] varioledusinge
[9] antivaxx
[6] passvaccinal
[6] passvaccinaldelahonte
[6] passsanitaire
[4] antivaxxers
[4] antimaskers
[4] antimask
[4] antipass

Top Hashtags in Tweet in G9:
[36] antivax
[7] covid19
[2] brevesdespace
[2] liberation
[1] charlots
[1] neuneus
[1] noussachons
[1] covid
[1] frexit
[1] legislative2022

Top Hashtags in Tweet in G10:
[143] antivacunas

Top Words
Top Words in Tweet in Entire Graph:
[5352] antivax
[1716] vaccins
[1667] effets
[1647] secondaires
[1233] sont
[1120] covid
[1075] par
[1053] fait
[998] anti
[917] comment

Top Words in Tweet in G1:
[1066] antivax
[920] vaccins
[888] effets
[886] secondaires
[751] sont
[744] libe
[707] marc_doyer
[706] comment
[693] vaccinés
[692] donc

Top Words in Tweet in G2:
[605] antivax
[155] par
[148] c'est
[140] ce
[134] ont
[118] sont
[116] mais
[98] ça
[96] fait
[93] plus

Top Words in Tweet in G3:
[437] antivax
[424] verity_france
[406] anti
[405] par
[404] vaccins
[404] figures
[404] fait
[403] effets
[403] secondaires
[400] covid

Top Words in Tweet in G4:
[365] antivax
[160] fmomboisse
[120] être
[118] etre
[118] antinucléaire
[118] climatique
[118] refus
[118] raison
[117] cette
[116] équivalent

Top Words in Tweet in G5:
[301] briceof_lyon
[280] eu
[268] avoir
[267] semaine
[267] pile
[267] passerai
[267] tribunal
[267] correctionnel
[267] courage
[267] l'audace

Top Words in Tweet in G6:
[306] antivax
[44] #antivax
[44] anti
[33] covid
[32] par
[28] #covid19
[27] ce
[27] co
[26] fait
[20] eu

Top Words in Tweet in G7:
[646] avez
[389] antivax
[329] moins
[328] tous
[324] complotistes
[323] êtes
[323] traqués
[323] rien
[322] coupables
[322] traités

Top Words in Tweet in G8:
[202] antivax
[138] toujours
[137] ouestmoncycle
[137] journal
[133] encore
[132] ceux
[128] ah
[128] mots
[128] gros
[127] mauvaise

Top Words in Tweet in G9:
[156] antivax
[70] f_philippot
[60] chriscottonstat
[47] temps
[46] ceux
[45] passe
[43] tous
[42] certain
[41] sont
[39] références

Top Words in Tweet in G10:
[144] paraguay
[144] tienen
[143] buscan
[143] niñas
[143] alemanas
[143] cuyos
[143] padres
[143] #antivacunas
[143] trajeron
[143] ilegalmente

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1637] effets,secondaires
[1581] secondaires,vaccins
[810] sont,antivax
[807] figures,antivax
[807] vaccinés,sont
[803] anti,covid
[803] marc_doyer,libe
[800] vaccins,anti
[798] antivax,par
[797] fait,polémique

Top Word Pairs in Tweet in G1:
[885] effets,secondaires
[876] secondaires,vaccins
[703] marc_doyer,libe
[691] sont,antivax
[688] libe,pouvez
[688] pouvez,expliquer
[688] expliquer,comment
[688] comment,victimes
[688] victimes,effets
[688] vaccins,donc

Top Word Pairs in Tweet in G2:
[60] effets,secondaires
[39] ont,été
[37] personnalités,opposées
[37] opposées,vaccination
[36] audition,par
[36] par,l'
[36] l',opecst_
[36] opecst_,personnalités
[36] vaccination,#covid
[36] #covid,nourrit

Top Word Pairs in Tweet in G3:
[404] figures,antivax
[403] effets,secondaires
[403] secondaires,vaccins
[400] vaccins,anti
[400] anti,covid
[400] covid,audition
[400] audition,figures
[400] antivax,par
[400] par,parlementaires
[400] parlementaires,fait

Top Word Pairs in Tweet in G4:
[118] etre,antinucléaire
[118] être,antivax
[118] antivax,refus
[118] refus,raison
[116] antinucléaire,équivalent
[116] équivalent,climatique
[116] climatique,être
[113] ex,porte
[112] raison,lisez
[112] lisez,cette

Top Word Pairs in Tweet in G5:
[267] semaine,pile
[267] pile,passerai
[267] passerai,tribunal
[267] tribunal,correctionnel
[267] correctionnel,avoir
[267] avoir,eu
[267] eu,courage
[267] courage,l'audace
[267] l'audace,défendre
[267] défendre,mes

Top Word Pairs in Tweet in G6:
[17] effets,secondaires
[16] secondaires,vaccins
[16] vaccins,anti
[16] audition,figures
[16] par,parlementaires
[16] parlementaires,fait
[16] fait,polémique
[15] figures,antivax
[14] anti,covid
[14] covid,audition

Top Word Pairs in Tweet in G7:
[323] avez,traqués
[322] êtes,tous
[322] tous,coupables
[322] coupables,avez
[322] traqués,antivax
[322] antivax,avez
[322] avez,traités
[322] traités,complotistes
[322] complotistes,débiles
[322] débiles,moins

Top Word Pairs in Tweet in G8:
[128] encore,toujours
[127] ah,encore
[127] toujours,mauvaise
[127] mauvaise,foi
[127] foi,mots
[127] mots,gros
[127] gros,médiatiques
[127] médiatiques,journal
[127] journal,décrédibilise
[127] décrédibilise,ceux

Top Word Pairs in Tweet in G9:
[38] références,libération
[38] libération,certain
[38] certain,oss117
[38] oss117,compte
[38] compte,anonyme
[38] anonyme,passe
[38] passe,temps
[38] temps,cracher
[38] cracher,tous
[38] tous,ceux

Top Word Pairs in Tweet in G10:
[143] buscan,niñas
[143] niñas,alemanas
[143] alemanas,cuyos
[143] cuyos,padres
[143] padres,#antivacunas
[143] #antivacunas,trajeron
[143] trajeron,paraguay
[143] paraguay,ilegalmente
[143] ilegalmente,tienen
[143] tienen,10

Top Replied-To
Top Replied-To in Entire Graph:
@antivax_max
@nai61888771
@cry_prittie
@based_d0m
@f_philippot
@arthurg_h
@proanatwink
@yayo_ceo
@verity_france
@pic25372559

Top Replied-To in G1:
@marc_doyer
@metropoliticbot
@bfmtv
@libe
@lobs
@paul_denton
@france24_fr
@isacanelle
@germainhyk
@stolon92

Top Replied-To in G2:
@nai61888771
@arthurg_h
@pic25372559
@pascald39274896
@vaccinologie
@sarah41659531
@_tetraplegix
@micheljoyeux22
@tard4bernadette
@ltandonnet

Top Replied-To in G3:
@verity_france
@maribellemary
@florianj69
@debunkeretoiles
@bullcain
@boiralchristop1
@liviu_balea
@dimalamore
@lediabledecuba
@no94559907

Top Replied-To in G4:
@mlp_officiel
@julienmarie178
@margotte57000
@lthe_z
@vaxpourmacron
@mlnkaoceane_dr
@mauriceiarm2022
@jeanvaccin
@arthurg_h
@anne_loush

Top Replied-To in G5:
@briceof_lyon
@victorsinclair3
@verity_france
@checknewsfr
@es_gaia
@mlnkaoceane_dr
@cpouj
@delhiahornero
@sebcartal1976
@marln952

Top Replied-To in G7:
@beabwboop
@anthonyjouve1
@patriceredondo
@barabbaas
@reposebien

Top Replied-To in G8:
@yvespdb
@ouestmoncycle
@xja1993
@francispalace
@soignantsmlu
@gabinjean3
@ilan16ans
@dedaltonie
@fenschlive
@braveheartfr80

Top Replied-To in G9:
@f_philippot
@nomaderegard
@chriscottonstat
@mariesim10
@cyranett
@williamgck77
@__caac__
@lexa_antipass
@gillenicolas5
@macwars

Top Replied-To in G10:
@kavirodriguez

Top Mentioned
Top Mentioned in Entire Graph:
@libe
@marc_doyer
@verity_france
@rynex20
@briceof_lyon
@bullishseller
@apodictish
@terrancerncll
@makoto0x
@st_ratt

Top Mentioned in G1:
@libe
@marc_doyer
@verity_france
@metropoliticbot
@rynex20
@briceof_lyon
@ouestmoncycle
@jmyremets
@bfmtv
@freedom842185

Top Mentioned in G2:
@opecst_
@nansflorens
@curiolog
@nai61888771
@barriere_dr
@franceinfo
@gkierzek
@fraslin
@dumaspf
@arthurg_h

Top Mentioned in G3:
@verity_france
@briceof_lyon
@bullcain
@fantastikman
@tiramisoulier
@marc_doyer
@libe
@jmyremets
@liberation
@_olrik_

Top Mentioned in G4:
@fmomboisse
@pawlakfrancis
@margotte57000
@twitterfrance
@mlp_officiel
@froelijosette
@tcabarrus
@mauriceiarm2022
@polyonymos
@atheeiv

Top Mentioned in G5:
@briceof_lyon
@victorsinclair3
@vvendet97500915
@benny_soitil
@rynex20
@tib2407
@verity_france
@schnellpiquouse
@es_gaia
@marc_doyer

Top Mentioned in G6:
@mccandlessp
@666sixism
@wqbelle

Top Mentioned in G7:
@rynex20
@verity_france
@marc_doyer
@libe
@briceof_lyon
@philippemurer
@jmyremets
@sarah41659531
@carene1984
@7sur7

Top Mentioned in G8:
@ouestmoncycle
@soignantsmlu
@libe
@verity_france
@marc_doyer
@rynex20
@viruswar
@yvespdb
@oizonopor
@chriscottonstat

Top Mentioned in G9:
@chriscottonstat
@f_philippot
@libe
@marc_doyer
@harari_yuval
@jattali
@k_reen_m
@zoomabus
@dr_l_aiexandre
@verity_france

Top Mentioned in G10:
@santicarneri

Top Tweeters
Top Tweeters in Entire Graph:
@republikaonline
@m2bliquis
@klm
@limportant_fr
@lizditz
@natioscourge
@debrammason1
@thehill
@msmwatchdog2013
@lagrosta

Top Tweeters in G1:
@altai_armande
@bfmtv
@edira2
@nausicalibre
@m75sylvie
@souzaeluam
@mi1789
@diabolo741
@delalande72
@4litanglilou67

Top Tweeters in G2:
@inachiveg
@le_figaro
@anydel
@ninasouky70
@europe1
@albi2103
@cd_land
@sarah41659531
@joe_le_zef
@franceinfo

Top Tweeters in G3:
@lagrosta
@danubaud
@talullabellefle
@rosesouslapluie
@catman3012
@natpat6477
@break08stephane
@frederiquerinc1
@tuferasface
@diab0l029

Top Tweeters in G4:
@limportant_fr
@marclandes40
@netguide
@bourganne
@nordsud6213
@docarnica
@rose91912584
@a_de_st_germain
@cymaronet
@guitou_8888

Top Tweeters in G5:
@citoyenne_terre
@clemence442
@cvassiviere
@levyloiseau
@thierryrouby
@zlatanrene
@avril_sylvie
@chacha01591
@lautard65
@menardgabrielle

Top Tweeters in G6:
@shayz0rz
@briasoboojie
@jamesvgingerich
@lenamaddie18
@kitty_maggy
@rdelinfo
@realistspeaking
@bmartinsreal
@tshikapa01
@anarchic_teapot

Top Tweeters in G7:
@mazenod10
@brunedrot
@lopezdominique2
@astsof
@carrionnat
@alek_aloha
@ch_coulon
@jogabi69
@dufailly1
@erictoulorge

Top Tweeters in G8:
@yvespdb
@patureaumarie
@william85837998
@jackimbe
@mydaphne
@van83720
@remangere
@saraart4
@aj91000
@odilecsr

Top Tweeters in G9:
@20minutes
@torquetj
@lemondefr
@lehmanndrc
@lejdd
@sagittariushh
@rmcinfo
@mskopan
@dddamiennn
@blodwyn_kh69_

Top Tweeters in G10:
@lady_fabi
@jazzminrosa
@shinken_otacon
@acertijo
@daymonges
@ivnm1sas_
@cherasan
@didi_o
@allpzm
@blancelisan


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