antivax, Twitter, 11/29/2021 2:25:03 PM, 267187


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antivax_2021-11-29_01-09-52.xlsx
antivax_2021-11-29_01-09-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2021
Short Description:
antivax via NodeXL https://bit.ly/3rk8KVW
@hache_s_eneuh2
@nawaknawak
@lilithswiftie
@julienbahloul
@latourygermain
@olivierveran
@jofripouille
@lci
@duf_y
@mediavenir

Top hashtags:
#antivax
#antipass
#covid19
#covid
#variantomicron
#antipasssanitaire
#3emedose

Description:
Description
The graph represents a network of 10,045 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, 29 November 2021 at 09:17 UTC.

The requested start date was Monday, 29 November 2021 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, 3-hour, 25-minute period from Thursday, 25 November 2021 at 14:09 UTC to Sunday, 28 November 2021 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 : 10045
Unique Edges : 6568
Edges With Duplicates : 9009
Total Edges : 15577
Number of Edge Types : 5
Retweet : 3840
MentionsInRetweet : 4606
Mentions : 3237
Replies to : 2478
Tweet : 1416
Self-Loops : 1452
Reciprocated Vertex Pair Ratio : 0.0123089983022071
Reciprocated Edge Ratio : 0.0243186582809224
Connected Components : 2076
Single-Vertex Connected Components : 791
Maximum Vertices in a Connected Component : 3675
Maximum Edges in a Connected Component : 7434
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.413456
Graph Density : 9.45565742688368E-05
Modularity : 0.618869
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,045 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, 29 November 2021 at 09:17 UTC.

The requested start date was Monday, 29 November 2021 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, 3-hour, 25-minute period from Thursday, 25 November 2021 at 14:09 UTC to Sunday, 28 November 2021 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:
[70] https://www.lci.fr/culture/covid-19-la-charge-de-patrick-bruel-contre-les-antivax-en-plein-concert-a-bruxelles-dites-a-vos-copains-non-vaccines-qu-ils-commencent-a-nous-saouler-2203140.html?utm_medium=Social&utm_source=Twitter&Echobox=1638081530#xtor=CS5-113
[42] https://www.lemonde.fr/les-decodeurs/article/2021/11/27/desinformation-et-populisme-comment-florian-philippot-a-adapte-son-discours-aux-militants-antivax_6103834_4355770.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1638074428
[38] https://www.20minutes.fr/arts-stars/culture/3183899-20211128-commencent-souler-concert-patrick-bruel-charge-antivax
[33] https://www.huffingtonpost.fr/entry/bruel-bruxelles-concert-charge-antivax-saoulent_fr_61a34906e4b07fe2011a2cb0?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1638093670
[19] https://twitter.com/eugelsinho/status/1464007289698979840
[18] https://soirmag.lesoir.be/409086/article/2021-11-28/patrick-bruel-se-lache-sur-les-antivax-lors-de-son-concert-bruxelles-ils
[17] https://www.20minutes.fr/arts-stars/culture/3183899-20211128-commencent-souler-concert-patrick-bruel-charge-antivax?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1638089932
[9] https://www.lematin.ch/story/loi-covid-19-une-douche-froide-pour-les-antivax-953384378821
[9] https://www.egora.fr/actus-pro/international/69976-sept-medecins-contamines-par-le-covid-apres-avoir-participe-a-un
[8] https://www.lematin.ch/story/francois-de-siebenthal-dans-le-coma-a-cause-du-covid-546541955307

Top URLs in Tweet in G2:
[65] https://www.lci.fr/culture/covid-19-la-charge-de-patrick-bruel-contre-les-antivax-en-plein-concert-a-bruxelles-dites-a-vos-copains-non-vaccines-qu-ils-commencent-a-nous-saouler-2203140.html?utm_medium=Social&utm_source=Twitter&Echobox=1638081530#xtor=CS5-113
[32] https://www.huffingtonpost.fr/entry/bruel-bruxelles-concert-charge-antivax-saoulent_fr_61a34906e4b07fe2011a2cb0?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1638093670
[26] https://www.20minutes.fr/arts-stars/culture/3183899-20211128-commencent-souler-concert-patrick-bruel-charge-antivax
[16] https://www.20minutes.fr/arts-stars/culture/3183899-20211128-commencent-souler-concert-patrick-bruel-charge-antivax?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1638089932
[5] https://www.lematin.ch/story/loi-covid-19-une-douche-froide-pour-les-antivax-953384378821
[3] https://www.lemonde.fr/les-decodeurs/article/2021/11/27/desinformation-et-populisme-comment-florian-philippot-a-adapte-son-discours-aux-militants-antivax_6103834_4355770.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1638074428
[2] https://www.lci.fr/culture/covid-19-la-charge-de-patrick-bruel-contre-les-antivax-en-plein-concert-a-bruxelles-dites-a-vos-copains-non-vaccines-qu-ils-commencent-a-nous-saouler-2203140.html#
[2] https://www.lematin.ch/story/loi-covid-19-une-douche-froide-pour-les-antivax-953384378821?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1638112100
[2] https://twitter.com/CNN/status/1464952462507450372?t=V5ceVcG2quDYSYGHynbMFw&s=09
[1] https://news.google.com/articles/CBMic2h0dHBzOi8vd3d3LjIwbWludXRlcy5mci9hcnRzLXN0YXJzL2N1bHR1cmUvMzE4Mzg5OS0yMDIxMTEyOC1jb21tZW5jZW50LXNvdWxlci1jb25jZXJ0LXBhdHJpY2stYnJ1ZWwtY2hhcmdlLWFudGl2YXjSASRodHRwczovL20uMjBtaW51dGVzLmZyL2FtcC9hLzMxODM4OTk?hl=fr&gl=FR&ceid=FR%3Afr

Top URLs in Tweet in G3:
[16] https://twitter.com/eugelsinho/status/1464007289698979840
[9] https://www.20minutes.fr/arts-stars/culture/3183899-20211128-commencent-souler-concert-patrick-bruel-charge-antivax
[6] https://twitter.com/mediavenir/status/1463846944737013764
[6] https://twitter.com/choquei/status/1463690044565245960
[4] https://twitter.com/bfmbusiness/status/1463839884444057601
[3] https://twitter.com/g1/status/1464184414624178179
[3] https://www.lematin.ch/story/loi-covid-19-une-douche-froide-pour-les-antivax-953384378821
[2] https://gizmodo.com/9-antivax-lies-to-watch-out-for-this-holiday-1848113384
[2] https://twitter.com/bnodesk/status/1464229675253833735
[2] https://twitter.com/hache_s_eneuh2/status/1464000203476946948

Top URLs in Tweet in G4:
[9] https://www.egora.fr/actus-pro/international/69976-sept-medecins-contamines-par-le-covid-apres-avoir-participe-a-un
[3] https://lamentable.fr/2021/11/26/un-vaccin-pour-antivax-a-base-dhuiles-essentielles-a-ete-cree/
[2] https://www.lexpress.fr/actualite/complotisme-antivax-le-fact-checking-sert-il-vraiment-a-quelque-chose_2162924.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter&Echobox=1637831226#xtor=CS3-5083
[1] https://www.rts.ch/info/regions/valais/12602684-ludc-du-valais-romand-maintient-sa-confiance-en-son-president-complotiste.html
[1] https://www.lci.fr/culture/covid-19-la-charge-de-patrick-bruel-contre-les-antivax-en-plein-concert-a-bruxelles-dites-a-vos-copains-non-vaccines-qu-ils-commencent-a-nous-saouler-2203140.html
[1] https://twitter.com/jaimehorta17/status/1464251970374492170
[1] https://twitter.com/Le___Doc/status/1464903117133262851
[1] https://www.huffingtonpost.fr/entry/bruel-bruxelles-concert-charge-antivax-saoulent_fr_61a34906e4b07fe2011a2cb0?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1638093670
[1] https://lamentable.fr/2021/11/25/letat-planifie-36-doses-de-rappel-jusqua-2025-a-raison-dune-par-mois/

Top URLs in Tweet in G6:
[1] https://twitter.com/renkatroussier/status/1464685834184142848
[1] https://www.letemps.ch/suisse/complotistes-senflamment-autour-coronavirus
[1] https://twitter.com/jfgino/status/1460666684281438209?t=H1y_7QxHaT8VWgUtSqL9ew&s=19
[1] https://twitter.com/Peronelle1/status/1463892810877317123
[1] https://twitter.com/inihcnarf/status/1463856779197128708
[1] https://twitter.com/SO_Bordeaux/status/1464184337444880392
[1] https://twitter.com/Chedon18/status/1463883826040643585

Top URLs in Tweet in G7:
[1] https://twitter.com/charlib97783485/status/1464611887283412993
[1] https://www.lemonde.fr/les-decodeurs/article/2021/11/27/desinformation-et-populisme-comment-florian-philippot-a-adapte-son-discours-aux-militants-antivax_6103834_4355770.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1638074428
[1] https://www.lalibre.be/belgique/societe/2021/11/16/un-bouton-nucleaire-sur-lequel-il-vaut-mieux-ne-pas-appuyer-du-petit-lait-pour-les-antivax-le-purgatoire-la-presse-belge-se-positionne-a-la-veille-du-codeco-KZDPLSPPRFA2XLQGEVTO55COS4/#.YZOGj9aSQIU.twitter

Top URLs in Tweet in G8:
[37] https://www.lemonde.fr/les-decodeurs/article/2021/11/27/desinformation-et-populisme-comment-florian-philippot-a-adapte-son-discours-aux-militants-antivax_6103834_4355770.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1638074428
[6] https://www.lemonde.fr/les-decodeurs/article/2021/11/27/desinformation-et-populisme-comment-florian-philippot-a-adapte-son-discours-aux-militants-antivax_6103834_4355770.html
[3] https://www.lci.fr/culture/covid-19-la-charge-de-patrick-bruel-contre-les-antivax-en-plein-concert-a-bruxelles-dites-a-vos-copains-non-vaccines-qu-ils-commencent-a-nous-saouler-2203140.html?utm_medium=Social&utm_source=Twitter&Echobox=1638081530#xtor=CS5-113
[3] https://www.lemonde.fr/les-decodeurs/article/2021/11/27/desinformation-et-populisme-comment-florian-philippot-a-adapte-son-discours-aux-militants-antivax_6103834_4355770.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1638000955
[2] https://www.lepoint.fr/societe/covid-le-vaccin-valneva-va-t-il-convaincre-les-antivax-18-11-2021-2452715_23.php
[2] https://www.lemonde.fr/les-decodeurs/article/2021/11/27/desinformation-et-populisme-comment-florian-philippot-a-adapte-son-discours-aux-militants-antivax_6103834_4355770.html#xtor=AL-32280270-%5Btwitter%5D-%5Bios%5D
[2] https://www.lemonde.fr/planete/article/2021/11/26/l-extreme-droite-principale-force-antivax-en-autriche_6103656_3244.html
[1] https://www.20minutes.fr/sante/3180011-20211124-coronavirus-face-patients-non-vaccines-parfois-antivax-sentiment-gachis-soignants
[1] http://www.msn.com/fr-fr/lifestyle/trucs-et-astuces/coronavirus-face-%c3%a0-des-patients-non-vaccin%c3%a9s-et-parfois-antivax-le-sentiment-de-g%c3%a2chis-des-soignants/ar-AAR4rCc?ocid=st
[1] https://www.lefigaro.fr/international/covid-19-les-suisses-valident-largement-le-passe-sanitaire-dans-un-contexte-national-tendu-20211128?utm_source=app&utm_medium=sms&utm_campaign=fr.playsoft.lefigarov3

Top URLs in Tweet in G10:
[1] https://www.liberation.fr/societe/covid-19-selon-leur-age-les-vaccines-ont-jusqua-60-fois-moins-de-risques-daller-en-reanimation-20210909_F4UIG7L4FZFZZHOEJK2YA7I3F4/

Top Domains
Top Domains in Tweet in Entire Graph:
[441] twitter.com
[75] lci.fr
[67] 20minutes.fr
[59] lemonde.fr
[36] huffingtonpost.fr
[20] lematin.ch
[19] gizmodo.com
[18] lesoir.be
[11] egora.fr
[10] youtube.com

Top Domains in Tweet in G2:
[67] lci.fr
[44] 20minutes.fr
[38] twitter.com
[32] huffingtonpost.fr
[7] lematin.ch
[3] lemonde.fr
[1] google.com
[1] afp.com
[1] midilibre.fr
[1] resistancextremismes.eu

Top Domains in Tweet in G3:
[228] twitter.com
[10] 20minutes.fr
[5] gizmodo.com
[5] lematin.ch
[3] nytimes.com
[3] lemonde.fr
[3] lci.fr
[2] vrt.be
[2] mediapart.fr
[2] ladepeche.fr

Top Domains in Tweet in G4:
[9] egora.fr
[4] lamentable.fr
[2] twitter.com
[2] lexpress.fr
[1] rts.ch
[1] lci.fr
[1] huffingtonpost.fr

Top Domains in Tweet in G6:
[6] twitter.com
[1] letemps.ch

Top Domains in Tweet in G7:
[1] twitter.com
[1] lemonde.fr
[1] lalibre.be

Top Domains in Tweet in G8:
[50] lemonde.fr
[3] lci.fr
[2] lepoint.fr
[1] 20minutes.fr
[1] msn.com
[1] lefigaro.fr
[1] lecourrier-du-soir.com

Top Domains in Tweet in G10:
[1] liberation.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[754] antivax
[124] antipass
[97] covid19
[56] covid
[55] variantomicron
[36] antipasssanitaire
[34] 3emedose
[32] vaccinezvous
[32] vaccination
[25] vaccin



Top Hashtags in Tweet in G2:
[203] antivax
[48] variantomicron
[35] antipass
[24] vaccinezvous
[18] covid
[13] bruxelles
[13] complotiste
[10] giletsjaunes
[10] antilles
[9] covid19

Top Hashtags in Tweet in G3:
[119] antivax
[18] covid19
[10] covidiots
[9] covid
[7] antipass
[6] 3emedose
[6] antipasssanitaire
[6] omicron
[5] 3edose
[5] vaccination

Top Hashtags in Tweet in G4:
[15] antivax
[5] covid
[3] résistance
[3] stopdictaturesanitaire
[3] réfractaires
[3] antivaxx
[2] propagande
[2] dictaturesanitaire
[2] resistance
[1] naïf

Top Hashtags in Tweet in G6:
[6] variantomicron
[5] antivax
[2] vaccinezvous
[2] antipass
[1] militantsantitout
[1] conseilbordeauxmétropole
[1] covid

Top Hashtags in Tweet in G7:
[13] antivax
[5] covid19
[4] antipass
[4] antipasssanitaire
[4] 3emedose
[3] vaccination
[3] 3edose
[3] passanitaire
[3] covid
[3] manifs27novembre

Top Hashtags in Tweet in G8:
[14] antivax
[4] désinformation
[2] textmining
[2] twitter
[2] populisme
[2] philippot
[1] socmint
[1] rhétorique
[1] analysedediscours

Top Words
Top Words in Tweet in Entire Graph:
[6320] antivax
[934] depuis
[908] comprendre
[907] mettre
[904] place
[901] maintenant
[895] notre
[892] mode
[884] haha
[882] hache_s_eneuh2

Top Words in Tweet in G1:
[882] antivax
[866] hache_s_eneuh2
[865] mettre
[865] notre
[864] depuis
[864] mode
[864] haha
[864] maintenant
[864] commencez
[864] comprendre

Top Words in Tweet in G2:
[674] antivax
[201] #antivax
[192] julienbahloul
[171] ça
[167] ils
[155] commencent
[147] ma
[146] bruel
[142] charge
[141] vaccination

Top Words in Tweet in G3:
[689] antivax
[116] #antivax
[96] não
[66] mais
[64] covid
[61] os
[52] eu
[51] ils
[42] pra
[41] c'est

Top Words in Tweet in G4:
[158] antivax
[84] pass
[83] anti
[83] ça
[81] fait
[78] antoine_gavory
[78] forcenés
[77] dites
[77] passe
[77] êtes

Top Words in Tweet in G5:
[286] leurs
[169] antivax
[153] comment
[144] faire
[144] ils
[143] ceux
[143] partagent
[143] pass
[143] sanitaire
[143] amis

Top Words in Tweet in G6:
[91] antivax
[31] nathanpsmad
[30] patients
[27] non
[25] vaccinés
[22] lacombekarine1
[22] polosven
[21] toutes
[21] plus
[20] ce

Top Words in Tweet in G7:
[76] antivax
[29] cnews
[26] bfmtv
[18] sont
[17] mais
[16] ce
[16] cette
[13] #antivax
[12] c'est
[12] ont

Top Words in Tweet in G8:
[103] antivax
[57] aux
[52] lemondefr
[51] comment
[51] florian
[51] adapté
[51] discours
[50] désinformation
[49] populisme
[49] philippot

Top Words in Tweet in G9:
[119] não
[98] uma
[80] antivax
[59] os
[58] vacina
[50] aguedescartoon
[49] até
[49] covid
[48] variantes
[47] canalhas

Top Words in Tweet in G10:
[44] antivax
[13] c'est
[12] sont
[9] idrissaberkane
[9] ça
[9] mais
[8] arikouts
[8] ont
[8] faire
[8] ils

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[881] antivax,depuis
[880] depuis,mode
[880] mode,haha
[880] haha,maintenant
[880] maintenant,commencez
[880] commencez,comprendre
[880] comprendre,mettre
[880] mettre,notre
[880] notre,place
[879] hache_s_eneuh2,antivax

Top Word Pairs in Tweet in G1:
[864] antivax,depuis
[864] depuis,mode
[864] mode,haha
[864] haha,maintenant
[864] maintenant,commencez
[864] commencez,comprendre
[864] comprendre,mettre
[864] mettre,notre
[864] notre,place
[863] hache_s_eneuh2,antivax

Top Word Pairs in Tweet in G2:
[117] ils,commencent
[112] commencent,saouler
[109] patrick,bruel
[98] plein,concert
[97] antivax,plein
[74] charge,antivax
[73] bruel,charge
[73] ma,fille
[71] photo,vaccination
[71] vaccination,ma

Top Word Pairs in Tweet in G3:
[21] os,antivax
[19] ils,commencent
[13] patrick,bruel
[12] antivax,não
[11] commencent,soûler
[10] covid,19
[9] faire,vacciner
[8] nova,variante
[8] eu,não
[8] aux,antivax

Top Word Pairs in Tweet in G4:
[79] ça,fait
[77] dites,forcenés
[77] forcenés,passe
[77] passe,êtes
[77] êtes,prêts
[77] prêts,flinguer
[77] flinguer,anti
[77] anti,pass
[77] pass,antivax
[77] antivax,ça

Top Word Pairs in Tweet in G5:
[143] ceux,partagent
[143] partagent,leurs
[143] leurs,pass
[143] pass,sanitaire
[143] sanitaire,leurs
[143] leurs,amis
[143] amis,antivax
[143] antivax,sceptique
[143] sceptique,arrêtez
[143] arrêtez,faire

Top Word Pairs in Tweet in G6:
[25] non,vaccinés
[19] toutes,réanimations
[19] réanimations,région
[19] région,saturées
[19] saturées,patients
[19] patients,non
[19] vaccinés,probablement
[19] probablement,antivax
[19] antivax,continuent
[18] polosven,toutes

Top Word Pairs in Tweet in G7:
[7] suite,cette
[7] cette,bannière
[7] bannière,inacceptable
[7] inacceptable,chaîne
[7] chaîne,cnews
[7] cnews,21
[7] 21,11
[7] 11,disait
[7] disait,antivax
[7] antivax,comment

Top Word Pairs in Tweet in G8:
[51] comment,florian
[51] adapté,discours
[51] discours,aux
[49] désinformation,populisme
[49] populisme,comment
[49] florian,philippot
[49] philippot,adapté
[49] aux,militants
[49] militants,antivax
[36] lemondefr,désinformation

Top Word Pairs in Tweet in G9:
[51] antivax,não
[48] vacina,não
[47] os,canalhas
[47] canalhas,antivax
[47] não,tomam
[47] tomam,vacina
[47] não,usam
[47] usam,máscara
[47] máscara,tornam
[47] tornam,uma

Top Word Pairs in Tweet in G10:
[5] arikouts,biketteclash
[5] biketteclash,nemspirit1
[4] sylarsyber,arikouts
[4] antivax,sont
[4] borowskimike,idrissaberkane
[2] c'est,marrant
[2] contre,vaccin
[2] ils,ont
[2] car,ils
[2] ils,n'ont

Top Replied-To
Top Replied-To in Entire Graph:
@antivax_bot
@julienbahloul
@f_philippot
@cnews
@eugelsinho
@bfmtv
@lci
@captain_tolis
@sashinio
@jindrichsidlo

Top Replied-To in G1:
@cochongrincheux
@mcgreenbanane
@hache_s_eneuh2
@pussymeowdoll
@arty__972
@eliselatchoin
@tinydawn90
@3rdjaeger
@heimmerdinger1
@buissonjerome6

Top Replied-To in G2:
@julienbahloul
@f_philippot
@lci
@patrickbruel
@20minutes
@tcabarrus
@dupontaignan
@fb_bearnbigorre
@robyfranois2
@cedriccizaire

Top Replied-To in G4:
@franceinfo
@franceinter
@jacquesderosier
@josemar96968638
@udcch
@f_philippot
@claudesteve6
@thomasagoritsas
@_jeanne_a__
@seb_marchand

Top Replied-To in G5:
@littlemoonhiden

Top Replied-To in G6:
@jlesgards
@didierkottelat
@nathanpsmad
@liliquest1
@loulou2745
@pulpliberal
@peronelle1
@polosven
@fzores
@rexinvictus20

Top Replied-To in G7:
@cnews
@bfmtv
@tarroux8
@osterelizabeth1
@marthineke
@remi_niort
@et_id883_1
@margauxker
@niusmarco
@fplaie

Top Replied-To in G8:
@debunkeretoiles
@cavaliereemmy
@lemondefr
@dc6h12o6
@pierre_gtil
@wargonm
@sigmundkeynes
@cppspelunker
@docarnica
@dominiquefleuri

Top Replied-To in G9:
@mab_sp125
@alfenoide
@aguedescartoon
@jeansmnet
@ttthiajo
@isaouisabela
@timeslikethis4
@bibilima
@anton_domx
@caiozardo

Top Replied-To in G10:
@sylarsyber
@lacolitruche
@fab19627623
@piotlaurent2
@sq178kin
@fanpatriotes
@diligesproximum
@s_v_pensez
@alefaucheux
@k_myprecious_g

Top Mentioned
Top Mentioned in Entire Graph:
@hache_s_eneuh2
@julienbahloul
@_afiwa
@eugelsinho
@lci
@antoine_gavory
@mirleywohlers
@cestrosi
@olivierveran
@philippejeanpr1

Top Mentioned in G1:
@hache_s_eneuh2
@nv_miaa
@gauchisteislamo
@cleonmtc
@cherokee75back
@nawaknawak
@heylimero
@grozda_
@arty__972

Top Mentioned in G2:
@julienbahloul
@lci
@olivierveran
@philippejeanpr1
@f_philippot
@20minutes
@emma_ducros
@dupontaignan
@_jchlp_
@lehuffpost

Top Mentioned in G3:
@en_off_
@alban_nez
@skysky55320244
@movingtocuba
@bng2617
@therevengerists

Top Mentioned in G4:
@antoine_gavory
@jacquesderosier
@francoislocher
@loireside0044
@titeufstreet
@associationpec
@charledfi
@philippejeanpr1
@nc_vert
@frammerychloe

Top Mentioned in G5:
@_afiwa
@hache_s_eneuh2
@maaryqueeen

Top Mentioned in G6:
@lacombekarine1
@polosven
@nathanpsmad
@bleibtreualexa1
@victorsinclair3
@anaiss_tea
@julienbahloul
@aldosterone111
@gilbertderay
@olivierveran

Top Mentioned in G7:
@cnews
@bfmtv
@assocovid
@websefard
@niusmarco
@saraart4
@margauxker
@philippemurer
@medic4allhuman
@marc_doyer

Top Mentioned in G8:
@lemondefr
@guillaumebarucq
@mariannelemag
@libe
@veroniquegenest
@wargonm
@yvespdb
@lci
@decodeurs
@pascalpraud

Top Mentioned in G9:
@aguedescartoon
@schenkluciana
@coronavirusbra1
@mab_sp125
@isaouisabela
@victorh68324960
@reporterenato
@enloureiro10
@ttthiajo
@polemitando

Top Mentioned in G10:
@idrissaberkane
@arikouts
@borowskimike
@biketteclash
@nemspirit1
@mounotella
@metallimoi
@jlesgards
@patricepat5
@f_philippot

Top Tweeters
Top Tweeters in Entire Graph:
@danielpilotte1
@afropages
@titrespresse
@xaconha
@maria_andy2
@_redfrog
@wnewspresse
@greateranglia
@lizditz
@thehill

Top Tweeters in G1:
@theywillbefree
@anzizaaa
@fabien_fichaux
@scofieldiego
@taejunseop
@wood_yeezus
@grooverblog
@starspangledkid
@badwknd
@slivo_

Top Tweeters in G2:
@maria_andy2
@she534
@marclandes40
@costeslioneler
@mariabadin18
@le_figaro
@deycatherine1
@pouceopposable
@20minutes
@mi1789

Top Tweeters in G3:
@afropages
@titrespresse
@wnewspresse
@haifagony
@tamujuntas
@macbeestje
@netguide
@the_wanessa
@suissesui
@simpleetrill

Top Tweeters in G4:
@inachiveg
@astsof
@albi2103
@franceinfo
@planet211180
@sardine94
@philvelissariou
@leroyphilippe_
@lexpress
@jomodemo

Top Tweeters in G5:
@littlemoonhiden
@killoa925
@marybaezer
@beombby_
@lesbopunk_
@tanukistuya_
@yayi_mb
@alisson_mrls
@aadaamaa20
@twogirlsonecuup

Top Tweeters in G6:
@nyantho
@rtsinfo
@druguetg
@ophiuse
@lohrentg
@pignem
@amelie_for_you
@olivier_lebaron
@drgroquik
@miss4714

Top Tweeters in G7:
@4tchat
@bfmtv
@m75sylvie
@lalibrebe
@cnews
@axnslash
@saraart4
@otecam92
@monseurm
@ericmassaud

Top Tweeters in G8:
@curiouskd2000
@yvespdb
@docarnica
@lemondefr
@thierry_peltier
@lilibrinderbe
@ln123champagne
@libe
@lobs
@francoismendy1

Top Tweeters in G9:
@trudaoceans
@cogitatuti
@felipetetz
@aguedescartoon
@avengrspidey
@pana_mericano
@dccsxz
@gabibarqueta
@rekozminski
@kaiquemoya

Top Tweeters in G10:
@france_soir
@lacolitruche
@idrissaberkane
@arikouts
@fantoni1
@babar_lelephant
@k_myprecious_g
@borowskimike
@jmmuyl
@gerardinfo1