antivax, Twitter, 12/5/2022 5:37:53 PM, 285561


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antivax_2022-12-05_01-15-01.xlsx
antivax_2022-12-05_01-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2022
Short Description:
antivax via NodeXL https://bit.ly/3Bd3eIR
@gayets
@elonmusk
@gorskon
@camrimb
@alexisphilo
@nathanpsmad
@enthoven_r
@maureenstroud
@jdgimzek
@tristanmf

Top hashtags:
#antivax
#covid19
#ecosse
#comploplo
#carolinefiat
#happeningnow
#pureblood
#antivaxxers
#bfmtv

Description:
Description
The graph represents a network of 8,753 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, 05 December 2022 at 09:20 UTC.

The requested start date was Monday, 05 December 2022 at 01:01 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, 10-hour, 40-minute period from Thursday, 01 December 2022 at 06:55 UTC to Sunday, 04 December 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 : 8753
Unique Edges : 6830
Edges With Duplicates : 10344
Total Edges : 17174
Number of Edge Types : 5
Retweet : 4220
MentionsInRetweet : 5514
Replies to : 2688
Mentions : 4001
Tweet : 751
Self-Loops : 780
Reciprocated Vertex Pair Ratio : 0.0130145837179251
Reciprocated Edge Ratio : 0.0256947608200456
Connected Components : 1014
Single-Vertex Connected Components : 304
Maximum Vertices in a Connected Component : 5688
Maximum Edges in a Connected Component : 13545
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.918017
Graph Density : 0.000143265061798608
Modularity : 0.573941
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,753 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, 05 December 2022 at 09:20 UTC.

The requested start date was Monday, 05 December 2022 at 01:01 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, 10-hour, 40-minute period from Thursday, 01 December 2022 at 06:55 UTC to Sunday, 04 December 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:
[36] https://www.vice.com/en/article/7k8qe4/antivax-covid-blood-bank
[20] https://www.respectfulinsolence.com/2022/11/23/died-suddenly-resurrecting-the-old-antivax-lie-of-depopulation/
[19] https://www.respectfulinsolence.com/2022/12/01/antivax-nonsense-about-purebloods-endangers-the-lives-of-children/
[16] https://www.midilibre.fr/2022/12/01/des-parents-antivax-refusent-que-leur-bebe-recoive-le-sang-dun-donneur-vaccine-lhopital-demande-la-mise-sous-tutelle-10839352.php
[11] https://www.amazon.fr/Antivax-toi-même-Retrouvons-critique-vaccination/dp/2813228052/
[9] https://www.theguardian.com/world/2022/nov/30/new-zealand-parents-refuse-use-of-vaccinated-blood-in-life-saving-surgery-on-baby
[7] https://www.liberation.fr/sciences/biologie/grippe-un-vaccin-universel-grace-a-larn-messager-20221129_Y2LBPXTIYZF6DPGDJL44TW742M/
[7] https://www.relyons.info/
[7] https://discord.gg/E2d3G2cd
[7] https://radbro.xyz/

Top URLs in Tweet in G1:
[1] https://medias-presse.info/
[1] https://www.medias-presse.info/twitter-ne-lutte-plus-contre-la-desinformation-liee-au-covid-et-refuse-de-censurer-les-antivax/166721/?utm_source=mailpoet&utm_medium=email&utm_campaign=Mailing+quotidien
[1] https://www.midilibre.fr/2022/12/01/des-parents-antivax-refusent-que-leur-bebe-recoive-le-sang-dun-donneur-vaccine-lhopital-demande-la-mise-sous-tutelle-10839352.php
[1] https://twitter.com/AssoApollon/status/1599344657645080576

Top URLs in Tweet in G2:
[6] https://www.liberation.fr/sciences/biologie/grippe-un-vaccin-universel-grace-a-larn-messager-20221129_Y2LBPXTIYZF6DPGDJL44TW742M/
[5] https://covidocene.wordpress.com/2022/09/27/synonymes-pour-linjure-antivax/
[3] https://www.youtube.com/watch?app=desktop&v=MccLEIcDbwQ
[2] https://twitter.com/cialdella01/status/1598207106728984576
[2] https://www.youtube.com/watch?v=xily6acWFoQ

[1] https://twitter.com/sergiodde/status/1599454609478602752
[1] https://www.larousse.fr/dictionnaires/francais/antivax/188487
[1] https://youtu.be/I-DVpA9CtqY
[1] https://twitter.com/MarcMaxymus/status/1598610379210477569
[1] https://www.youtube.com/watch?v=MccLEIcDbwQ


Top URLs in Tweet in G3:
[1] https://twitter.com/hmathurin1/status/1598190581746139139
[1] https://twitter.com/JulienPain/status/1596066472249667585
[1] https://twitter.com/Pescadori1/status/1598405050883530752
[1] https://www.amazon.fr/Antivax-toi-même-Retrouvons-critique-vaccination/dp/2813228052/
[1] https://twitter.com/LeHuffPost/status/1598181406924017664
[1] https://twitter.com/cramceleden74/status/1599087824963133441
[1] https://twitter.com/DrFranckClarot/status/1599069499633926144
[1] https://twitter.com/annette_lexa?s=21&t=IQpkQB8G7XSTm7HUjV0pRQ
[1] https://twitter.com/souriceauparis/status/1598943054949294080
[1] https://twitter.com/liliane_drean/status/1598399095785357341

Top URLs in Tweet in G4:
[2] https://www.francelive.fr/article/france-live-avec-agence/covid-19-une-infirmiere-antivax-remplacait-le-vaccin-par-du-serum-physiologique-en-allemagne-7036706/
[2] https://twitter.com/RoyalSegolene/status/1599052945773006849
[2] https://www.midilibre.fr/2022/12/01/des-parents-antivax-refusent-que-leur-bebe-recoive-le-sang-dun-donneur-vaccine-lhopital-demande-la-mise-sous-tutelle-10839352.php
[1] https://twitter.com/Chamchamat/status/1599190844845658113
[1] https://twitter.com/PbjbP/status/1598676771519418369
[1] https://twitter.com/AlizeRenault1/status/1598992635867574272
[1] https://twitter.com/dupontaignan/status/1598950166043578368
[1] https://www.liberation.fr/economie/medias/contre-toute-attente-francesoir-conserve-son-statut-de-site-dinformation-20210411_GSQR5HFCPRES3IIAHAWZ66QJVU/
[1] https://twitter.com/MikiLaMalice/status/1598260956811104257
[1] https://www.factcheck.org/2021/05/scicheck-instagram-posts-spread-texas-lawmakers-false-claims-on-vaccine-testing/

Top URLs in Tweet in G5:
[15] https://www.respectfulinsolence.com/2022/11/23/died-suddenly-resurrecting-the-old-antivax-lie-of-depopulation/
[8] https://www.theguardian.com/world/2022/nov/30/new-zealand-parents-refuse-use-of-vaccinated-blood-in-life-saving-surgery-on-baby
[4] https://sciencebasedmedicine.org/i-know-you-are-but-what-am-i-dr-asseem-malhotra-rails-against-covid-19-misinformation/
[4] https://historyofvaccines.org/vaccines-101/misconceptions-about-vaccines/history-anti-vaccination-movements/
[3] https://www.respectfulinsolence.com/2022/12/01/antivax-nonsense-about-purebloods-endangers-the-lives-of-children/
[3] https://sciencebasedmedicine.org/the-aseem-malhotra-lecture-isnt-what-you-think-it-is/
[2] https://react19.org/1250-covid-vaccine-reports/
[1] https://twitter.com/gorskon/status/1599220881527427072
[1] https://twitter.com/drdrew/status/1598105724328235008
[1] https://twitter.com/lonnibesancon/status/1598738277258989572

Top URLs in Tweet in G6:
[3] https://www.parents.fr/actualites/etre-parent/covid-des-parents-refusent-que-leur-bebe-recoive-le-sang-dun-donneur-vaccine-947724
[2] https://twitter.com/AlexSamTG/status/1598240789351440384
[2] https://www.who.int/publications/m/item/annex-3-mRNA-vaccines-trs-no-1039
[2] https://www.nicematin.com/faits-divers/alexandre-juving-brunet-figure-varoise-des-antivax-mis-en-examen-pour-escroquerie-811469?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1669824545
[1] https://twitter.com/AlexSamTG/status/1414256127764836361
[1] https://twitter.com/JeanSOL__/status/1597965147913744384
[1] https://twitter.com/AlexSamTG/status/1560987064274935808
[1] https://twitter.com/AlexSamTG/status/1492427493378297859
[1] https://www.linkedin.com/posts/j%C3%A9r%C3%B4me-barri%C3%A8re-md-%E2%9C%8A%F0%9F%87%BA%F0%9F%87%A6-b79a3336_linkedin-activity-7003800998850777088-zcsA?utm_source=share&utm_medium=member_ios
[1] https://twitter.com/shmuelcshapira/status/1589300326523408385?t=K0GZ3JZ-FL0CIWe6bvS4MA&s=19

Top URLs in Tweet in G7:
[7] https://www.vice.com/en/article/7k8qe4/antivax-covid-blood-bank
[7] https://www.midilibre.fr/2022/12/01/des-parents-antivax-refusent-que-leur-bebe-recoive-le-sang-dun-donneur-vaccine-lhopital-demande-la-mise-sous-tutelle-10839352.php
[3] https://www.youtube.com/watch?v=MccLEIcDbwQ&feature=youtu.be

[3] https://lemediaen442.fr/quand-la-majorite-des-deputes-veut-reintegrer-les-soignants-suspendus-le-camp-macron-les-traite-de-complotistes-antivax/
[3] https://www.correiobraziliense.com.br/politica/2022/11/5055230-transicao-estuda-enquadrar-grupos-antivax-nos-crimes-contra-a-saude-publica.html
[3] https://twitter.com/BRMarvelNews/status/1598440808948039680
[2] https://www.bnnvara.nl/joop/artikelen/antivax-ouders-weigeren-baby-levensreddende-operatie-wegens-bezwaar-tegen-donorbloed-van-gevaccineerden
[2] https://www.sudouest.fr/france/un-ex-gendarme-figure-antivax-place-en-detention-provisoire-pour-avoir-cree-sa-propre-monnaie-13195837.php
[2] https://twitter.com/tcabarrus/status/1598020346309140481
[2] https://planetes360.fr/dr-wargon-urgentiste-a-linstant-sur-bfm-on-sen-fout-des-soignants-non-vaccines-ils-ne-sont-rien-ce-sont-des-complotistes-et-des-idiots/?feed_id=22523&_unique_id=6388777255dc9

Top URLs in Tweet in G8:
[10] https://www.amazon.fr/Antivax-toi-même-Retrouvons-critique-vaccination/dp/2813228052/
[3] https://www.decitre.fr/livres/antivax-toi-meme-retrouvons-un-esprit-critique-face-a-la-vaccination-9782813228055.html
[2] https://threadreaderapp.com/thread/1595016638457339904.html
[2] https://twitter.com/TataSuzanne0/status/1596091423073656832?t=bqmxAD9-bXd9pd60X8CAXw&s=19
[1] https://www.marianne.net/societe/sante/je-ne-suis-pas-antivax-mais-benoit-ochs-icone-luxembourgeoise-des-corona-sceptiques
[1] https://queue.fnac.com/?c=fnacdarty&e=frprdfnaccom&ver=v3-javascript-3.7.10&cver=140&man=FR%20PRD%20FNAC.COM&t=https%3A%2F%2Flivre.fnac.com%2Fl898%2FMeilleures-ventes-Livre%3Fssi%3D6%26sso%3D2&kupver=akamai-3.0.9
[1] https://www.amazon.fr/Antivax-toi-m%C3%AAme-Retrouvons-critique-vaccination/dp/2813228052
[1] http://xn--injects-gya.La
[1] https://www.liberation.fr/politique/le-complotiste-alexandre-juving-brunet-en-detention-provisoire-pour-escroquerie-en-bande-organisee-20221130_AOXHEPBH7JC4LKVZBCREAQK7EI/
[1] https://lesjours.fr/obsessions/antivax-extreme-droite/ep5-editions-guy-tredaniel/

Top URLs in Tweet in G9:
[1] https://twitter.com/sergiodde/status/1598039341825429505
[1] https://www.tf1info.fr/amp/societe/covid-19-dr-denis-agret-que-sait-on-du-medecin-egerie-des-militants-antivax-et-prive-de-reseaux-sociaux-2199178.html

Top URLs in Tweet in G10:
[4] https://www.midilibre.fr/2022/12/01/des-parents-antivax-refusent-que-leur-bebe-recoive-le-sang-dun-donneur-vaccine-lhopital-demande-la-mise-sous-tutelle-10839352.php

Top Domains
Top Domains in Tweet in Entire Graph:
[306] twitter.com
[41] respectfulinsolence.com
[37] vice.com
[23] youtube.com
[19] midilibre.fr
[14] liberation.fr
[13] amazon.fr
[10] theguardian.com
[10] sciencebasedmedicine.org
[7] relyons.info

Top Domains in Tweet in G1:
[2] medias-presse.info
[1] midilibre.fr
[1] twitter.com

Top Domains in Tweet in G2:
[21] twitter.com
[7] liberation.fr
[7] youtube.com
[5] wordpress.com
[1] larousse.fr
[1] youtu.be
[1] 20minutes.fr
[1] threadreaderapp.com
[1] sudouest.fr
[1] lesjours.fr

Top Domains in Tweet in G3:
[24] twitter.com
[2] bfmtv.com
[1] amazon.fr
[1] reseauinternational.net
[1] sudouest.fr
[1] yahoo.com
[1] excellent.et
[1] liberation.fr

Top Domains in Tweet in G4:
[17] twitter.com
[3] liberation.fr
[3] midilibre.fr
[2] francelive.fr
[1] factcheck.org
[1] lefigaro.fr
[1] nextgov.com
[1] ouest-france.fr
[1] youtube.com
[1] cv19.fr

Top Domains in Tweet in G5:
[19] respectfulinsolence.com
[18] twitter.com
[8] theguardian.com
[7] sciencebasedmedicine.org
[4] historyofvaccines.org
[2] react19.org
[2] youtube.com
[2] techarp.com
[1] anarchic-teapot.net
[1] substack.com

Top Domains in Tweet in G6:
[13] twitter.com
[3] parents.fr
[2] who.int
[2] nicematin.com
[1] linkedin.com
[1] cnrs.fr
[1] facebook.com

Top Domains in Tweet in G7:
[114] twitter.com
[8] midilibre.fr
[7] vice.com
[3] youtube.com
[3] planetes360.fr
[3] lemediaen442.fr
[3] com.br
[3] co.uk
[3] blogspot.com
[2] bnnvara.nl

Top Domains in Tweet in G8:
[11] amazon.fr
[5] twitter.com
[3] decitre.fr
[3] threadreaderapp.com
[2] fnac.com
[2] liberation.fr
[1] marianne.net
[1] xn--injects-gya.la
[1] lesjours.fr
[1] rtbf.be

Top Domains in Tweet in G9:
[1] twitter.com
[1] tf1info.fr

Top Domains in Tweet in G10:
[4] midilibre.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[473] antivax
[82] covid19
[46] ecosse
[45] comploplo
[43] carolinefiat
[41] happeningnow
[35] pureblood
[33] antivaxxers
[30] bfmtv
[28] covid



Top Hashtags in Tweet in G1:
[49] antivax
[27] covid19
[2] antoinedaoust
[2] vacciner
[1] vaccin
[1] cohen
[1] zemmour
[1] reconquete
[1] guillaumebigot
[1] covid

Top Hashtags in Tweet in G2:
[34] antivax
[10] tpmp
[9] médias
[9] nazi
[6] covid
[5] covid19
[3] soignantssuspendus
[3] antidaube
[2] sudradio
[2] carolinefiat

Top Hashtags in Tweet in G3:
[113] antivax
[39] comploplo
[38] carolinefiat
[23] raphaelenthoven
[13] complotiste
[10] martinewonner
[10] cyrilhanouna
[9] médecins
[9] espjpn
[9] var

Top Hashtags in Tweet in G4:
[31] antivax
[10] covid
[10] majoritesilencieuserepublicaine
[10] oùestlagauchesanitaire
[6] covid19
[3] gouvernementbornene
[3] immigration
[3] carolinefiat
[2] ouestlagauchesanitaire
[2] pasmagauche

Top Hashtags in Tweet in G5:
[29] pureblood
[12] antivax
[11] covidvaccine
[3] covid19
[2] diedsuddenly
[2] antivaxxers
[2] astrazeneca
[2] fazze
[1] depopulation
[1] notworking

Top Hashtags in Tweet in G6:
[9] antivax
[4] miviludes
[4] sectarisme
[2] raphaelenthoven
[2] comploplo
[1] complotisme
[1] pseudosciences
[1] inversion
[1] dictaturesanitaire
[1] raleur

Top Hashtags in Tweet in G7:
[47] antivax
[13] covid19
[8] covid
[5] pfizer
[4] antivaxxers
[4] vaccination
[3] vaccins
[3] vaccin
[3] vaccines
[2] elonmusk

Top Hashtags in Tweet in G8:
[1] effetssecondairesvaccins19
[1] passdelahonte
[1] antivax
[1] oms
[1] reintegrezlespersonnelssuspendus
[1] majoritesilencieuserepublicaine
[1] justicepourlessuspendus
[1] effetsindésirables
[1] vaccin
[1] covid19

Top Hashtags in Tweet in G9:
[3] antivax
[1] covid
[1] bruel
[1] vaccincovid

Top Hashtags in Tweet in G10:
[2] covid19
[2] vaccins
[1] antivax
[1] vaccination

Top Words
Top Words in Tweet in Entire Graph:
[5135] antivax
[1456] faut
[1040] complotiste
[984] gayets
[731] quand
[709] tous
[671] ce
[651] toujours
[631] comment
[627] extrême

Top Words in Tweet in G1:
[1194] faut
[844] gayets
[758] antivax
[663] complotiste
[484] extrême
[468] quand
[444] comment
[443] dit
[442] médias
[441] termes

Top Words in Tweet in G2:
[623] antivax
[168] sont
[126] c'est
[106] complotiste
[100] comme
[98] tristanmf
[95] mais
[94] ce
[85] ça
[81] par

Top Words in Tweet in G3:
[306] antivax
[216] comme
[216] enthoven_r
[190] hmathurin1
[182] l'antivax
[180] hôpitaux
[177] maternelle
[176] franc
[176] tireur
[175] d'une

Top Words in Tweet in G4:
[452] antivax
[112] ce
[107] c'est
[89] mais
[84] sont
[73] par
[71] frcsbraun
[69] plus
[64] ça
[62] ils

Top Words in Tweet in G5:
[321] antivax
[105] gorskon
[78] draseemmalhotra
[72] malhotra
[52] dr
[41] han_francis
[33] tigresseleanor
[32] over
[31] well
[31] go

Top Words in Tweet in G6:
[193] vaccin
[182] nathanpsmad
[160] covid
[159] peur
[156] mois
[154] gt
[153] sort
[153] fragile
[153] réa
[153] choc

Top Words in Tweet in G7:
[250] antivax
[46] #antivax
[25] ce
[22] covid
[20] não
[17] même
[17] anti
[17] plus
[16] faire
[16] complotistes

Top Words in Tweet in G8:
[193] antivax
[84] même
[74] ventes
[74] meilleures
[70] beauntel
[67] amazon
[66] fnac
[65] grâce
[65] 10
[65] jours

Top Words in Tweet in G9:
[174] antivax
[105] sergiodde
[93] ce
[80] bruel
[77] ses
[76] qu'il
[74] insulté
[74] plus
[73] dire
[73] appelle

Top Words in Tweet in G10:
[135] depuis
[86] maudetlouise
[85] compris
[66] antivax
[50] 10
[49] aux
[49] usa
[47] vaccination
[47] 1984
[47] obligatoire

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[525] comment,dit
[518] conspirationniste,antivax
[517] termes,complotiste
[517] d'employer,termes
[517] complotiste,conspirationniste
[516] antivax,idéologie
[515] idéologie,extrême
[515] extrême,etc
[514] médias,cesseront
[514] cesseront,d'employer

Top Word Pairs in Tweet in G1:
[443] comment,dit
[441] termes,complotiste
[441] d'employer,termes
[440] idéologie,extrême
[440] extrême,etc
[440] complotiste,conspirationniste
[440] antivax,idéologie
[440] quand,médias
[440] cesseront,d'employer
[440] médias,cesseront

Top Word Pairs in Tweet in G2:
[45] myriampalomba,france_soir
[40] tristanmf,nient
[40] réalité,victimes
[40] victimes,vax
[40] vax,sont
[40] nient,réalité
[40] france_soir,aurait
[40] aurait,perdu
[40] autres,tristanmf
[40] pendant,autres

Top Word Pairs in Tweet in G3:
[176] franc,tireur
[174] l'éloigne,hôpitaux
[174] comme,éloigne
[174] l'antivax,l'éloigne
[174] hôpitaux,comme
[174] éloigne,pédophile
[174] d'une,maternelle
[174] pédophile,d'une
[174] maternelle,enthoven_r
[173] enthoven_r,franc

Top Word Pairs in Tweet in G4:
[29] frcsbraun,olivierveran
[29] complotistes,antivax
[26] csitzenstuhl,deputesre
[25] deputesre,frcsbraun
[20] antivax,c'est
[19] cette,injection
[18] mullerbronnl,alainhoupert
[17] docamine_,ce
[17] vois,plus
[17] ils,ont

Top Word Pairs in Tweet in G5:
[44] dr,malhotra
[29] sciencebasedmed,han_francis
[26] tactic,widely
[26] over,sciencebasedmed
[26] lecture,draseemmalhotra
[26] antivax,community
[26] han_francis,dissects
[26] weave,kernels
[26] employed,antivax
[26] go,well

Top Word Pairs in Tweet in G6:
[154] vaccin,covid
[153] sort,réa
[153] réa,choc
[153] septique,propose
[153] choc,septique
[153] covid,date
[153] gt,mois
[153] date,gt
[153] ultra,fragile
[153] patiente,ultra

Top Word Pairs in Tweet in G7:
[8] complotistes,antivax
[6] antivax,shit
[5] non,vaccinés
[5] antivax,mas
[5] os,antivax
[4] corona,corona
[4] extrême,droite
[3] soignants,non
[3] anti,vaxxers
[3] covid,vaccine

Top Word Pairs in Tweet in G8:
[75] antivax,même
[74] meilleures,ventes
[66] ventes,fnac
[65] jours,antivax
[65] 10,meilleures
[65] grâce,quelques
[65] amazon,continue
[65] quelques,jours
[65] fnac,amazon
[65] même,monté

Top Word Pairs in Tweet in G9:
[72] appelle,antivax
[72] patrick,bruel
[71] ce,qu'il
[71] dire,plus
[71] regrets,avoir
[71] avoir,insulté
[71] bruel,exprime
[71] qu'il,appelle
[71] plus,ce
[71] exprime,ses

Top Word Pairs in Tweet in G10:
[49] aux,usa
[47] vaccination,obligatoire
[47] 10,000
[47] enfant,10
[47] avait,enfant
[47] usa,avait
[47] 000,etait
[47] france,aux
[47] autiste,depuis
[47] 1984,france

Top Replied-To
Top Replied-To in Entire Graph:
@pallasglaux
@tpmp
@bfmtv
@verity_france
@sergiodde
@tcabarrus
@f_philippot
@cavousf5
@royalsegolene
@manoncantin49

Top Replied-To in G1:
@gayets
@fcouilbault1
@stalphonse_de_l
@tcabarrus
@edurengue
@myriampalomba
@cnews
@assoapollon
@alexisphilo
@telematin

Top Replied-To in G2:
@tpmp
@f_philippot
@cavousf5
@idrissaberkane
@myriampalomba
@dupontaignan
@edurengue
@2_expat
@didiermaisto
@poulin2012

Top Replied-To in G3:
@tcabarrus
@royalsegolene
@hmathurin1
@lci
@r1250rstephane
@carolinefiat54
@l_insoumission
@enthoven_r
@souriceauparis
@menalahy3

Top Replied-To in G4:
@csitzenstuhl
@beatrice_rosen
@veroniquegenest
@docamine_
@mullerbronnl
@lthe_z
@pretressealexia
@tong__po
@jeremyfoubert1
@gerard_foin

Top Replied-To in G5:
@gorskon
@thetruthspirit
@drsusanoliver1
@elonmusk
@gyamey
@takaridurand
@unbridledmd
@draseemmalhotra
@downstateabbey
@wesinman1

Top Replied-To in G6:
@nathanpsmad
@alexsamtg
@caro26023545
@barriere_dr
@courtinhooo
@hervemarciano
@limportant_fr
@dino012346
@6_genre
@martinalex06

Top Replied-To in G8:
@bfmtv
@divizio1
@lemondefr
@gomscedric
@borisoriet
@iicheiiarem
@anneibiza13
@luxfree3
@2domiasl
@lci

Top Replied-To in G9:
@verity_france
@sergiodde
@todobenee
@jenecederaipas
@marc_doyer
@cnews
@eglem1
@jonaskahnwald49
@flo_bzh29
@nath29021

Top Replied-To in G10:
@benoitm_mtl
@vlautard
@daviddury3

Top Mentioned
Top Mentioned in Entire Graph:
@gayets
@alexisphilo
@enthoven_r
@nathanpsmad
@hmathurin1
@gorskon
@tristanmf
@maudetlouise
@sergiodde
@_2019_ncov

Top Mentioned in G1:
@gayets
@alexisphilo
@assoapollon
@corto06691958
@laurent_daniel
@stalphonse_de_l
@calamyjane
@beauntel
@sergiodde
@ligne__droite

Top Mentioned in G2:
@tristanmf
@france_soir
@myriampalomba
@idrissaberkane
@debunkeretoiles
@tpmp
@gayets
@acermendax
@wargonm
@cavousf5

Top Mentioned in G3:
@enthoven_r
@hmathurin1
@tcabarrus
@diogenedarc
@wargonm
@fanch_mrl
@fmomboisse
@royalsegolene
@nathanpsmad
@carolinefiat54

Top Mentioned in G4:
@frcsbraun
@docamine_
@olivierveran
@deputesre
@beatrice_rosen
@alainhoupert
@csitzenstuhl
@qo_ideme6
@fredgaulois
@mullerbronnl

Top Mentioned in G5:
@gorskon
@draseemmalhotra
@han_francis
@tigresseleanor
@sciencebasedmed
@elonmusk
@drjamesolsson
@gyamey
@diedsuddenly_
@drdrew

Top Mentioned in G6:
@nathanpsmad
@alexsamtg
@rosedeberne
@antoinegoya
@barriere_dr
@gayets
@yukinek56432140
@aekn1980
@conseil_etat
@cestrosi

Top Mentioned in G7:
@litningstrshere
@rigada3699
@stanley16906654
@scottwa82043477

Top Mentioned in G8:
@beauntel
@xavierbazin2
@bfmtv
@gayets
@divizio1
@claudesteve6
@alexisphilo
@phenixaria
@loicsignor
@stephlasalebete

Top Mentioned in G9:
@sergiodde
@verity_france
@djelle_
@gayets
@schosjean
@patrickbruel
@nathanpsmad
@ilangabet
@emi3113
@tristanmf

Top Mentioned in G10:
@maudetlouise
@cyrille68695905
@gayets
@benoitm_mtl
@alexisphilo
@mouldeuxjean
@victordjamba
@beauntel
@rollo99619011
@vlautard

Top Tweeters
Top Tweeters in Entire Graph:
@titrespresse
@m2bliquis
@_redfrog
@lizditz
@phillip92321
@limportant_fr
@sonialavera
@thehill
@botliberalisme
@inachiveg

Top Tweeters in G1:
@aeroforceso
@madrynha2012
@lunace2pama
@lau68951920
@diabolo741
@clemence442
@barberis888
@clpeqt
@laurent_daniel
@escal177r

Top Tweeters in G2:
@altai_armande
@lopezdominique2
@neoresistant
@europe1
@rose91912584
@jackimbe
@mrjumper02
@momotoutcourt
@ladyjessparis
@cnews

Top Tweeters in G3:
@marclandes40
@she534
@deycatherine1
@bourganne
@nordsud6213
@sol121nadia
@florthense
@william85837998
@gailuronnicky
@cd_land

Top Tweeters in G4:
@sarah41659531
@delalande72
@afpfr
@jakopasto1
@zlatanrene
@grobisr
@elyzium59
@thesfreader
@daniesteimer
@hasoftconcept

Top Tweeters in G5:
@lizditz
@cnbsnana
@cmargaronis
@hopealdridge
@saffiya_khan1
@peterdilworth1
@cnn
@susanchubb1
@find45sdealer
@sound_of_sirens

Top Tweeters in G6:
@_redfrog
@limportant_fr
@pouceopposable
@basile061
@isa97
@jeanval26536332
@lauredemontalem
@samizokouhei
@nantes_belieber
@henryguillaum13

Top Tweeters in G7:
@titrespresse
@sandralhanlon
@charlot2409
@mariannecramer
@newtonmark
@vijmn
@justecule
@eagiscorp
@powerotaku
@itswylz

Top Tweeters in G8:
@bfmtv
@20minutes
@lemondefr
@mtlseb
@ebenyaakov
@arlette_bendl
@sagittariushh
@cazmariani
@maitre_eolas
@bricolix

Top Tweeters in G9:
@dorimene2
@marie_joseph_p
@jc_dussse
@reginevalsot
@chantal_colland
@zeppajacky
@seb_st_emilion
@hervefav
@tro_breiz
@bzh1946

Top Tweeters in G10:
@erictoulorge
@je67jean
@capsetmasques
@bernadmonique
@tib2407
@laurence0684
@andybandy1954
@rollo99619011
@medinlu27
@fceandco


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