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antivax_2020-08-10_00-15-30.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 10, 2020
Short Description:
antivax via NodeXL https://bit.ly/2XMMEvJ
@robertquickert
@les_vaxxeuses
@larhumato
@picardonhealth
@carlyweeks
@gorskon
@who
@chholte
@docprimum
@debunkeretoiles

Top hashtags:
#antivax
#istandwithpicard
#antivaxx
#antimax
#vaxxhappened
#covid19

Description:
Description
The graph represents a network of 9,336 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, 10 August 2020 at 07:21 UTC.

The requested start date was Monday, 10 August 2020 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 13-day, 3-hour, 18-minute period from Monday, 27 July 2020 at 20:39 UTC to Sunday, 09 August 2020 at 23:57 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 : 9336
Unique Edges : 6497
Edges With Duplicates : 11665
Total Edges : 18162
Number of Edge Types : 5
Replies to : 2010
Mentions : 5829
MentionsInRetweet : 4945
Retweet : 3911
Tweet : 1467
Self-Loops : 1514
Reciprocated Vertex Pair Ratio : 0.0185657451800469
Reciprocated Edge Ratio : 0.0364546820230345
Connected Components : 2005
Single-Vertex Connected Components : 821
Maximum Vertices in a Connected Component : 4244
Maximum Edges in a Connected Component : 12228
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.192552
Graph Density : 0.000114570525186239
Modularity : 0.547849
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 9,336 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, 10 August 2020 at 07:21 UTC.

The requested start date was Monday, 10 August 2020 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 13-day, 3-hour, 18-minute period from Monday, 27 July 2020 at 20:39 UTC to Sunday, 09 August 2020 at 23:57 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:
[51] https://www.20minutes.fr/high-tech/2831999-20200801-coronavirus-vaccin-va-tous-tuer-antivax-organisent-internet-fond-theories-complot
[45] https://www.theguardian.com/australia-news/2020/aug/02/coronavirus-conspiracy-theory-covid-19-australia-agenda-australian-theorists-groups-anti-vaxxers-antivax-vaccine-face-masks
[30] https://www.marianne.net/societe/plutot-mourir-que-m-injecter-cette-saloperie-sur-facebook-les-antivax-l-affut-contre-un
[18] https://bit.ly/30kU9ff
[17] https://www.20min.ch/fr/story/la-police-referme-aussitot-la-boutique-de-lentrepreneuse-antimasque-993985296553
[16] https://www.theguardian.com/australia-news/2020/aug/02/coronavirus-conspiracy-theory-covid-19-australia-agenda-australian-theorists-groups-anti-vaxxers-antivax-vaccine-face-masks?CMP=Share_iOSApp_Other
[16] http://theothersideofvaccines.com/2019/05/a-brief-history-of-the-antivax-movement/?fbclid=IwAR2fmBD3vrsdiwetSJUR4e6l38H3DjcGaEYhjRMkwnhvtqphGbogOjfrel4
[15] https://www.theguardian.com/australia-news/2020/aug/02/coronavirus-conspiracy-theory-covid-19-australia-agenda-australian-theorists-groups-anti-vaxxers-antivax-vaccine-face-masks?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1596314483
[15] https://www.lefigaro.fr/sciences/au-senegal-le-combat-contre-le-cancer-du-col-de-l-uterus-pollue-par-les-antivax-20200726
[14] https://cerveauxnondisponibles.net/2020/08/08/bas-les-anti-masques/

Top URLs in Tweet in G1:
[26] https://www.theguardian.com/australia-news/2020/aug/02/coronavirus-conspiracy-theory-covid-19-australia-agenda-australian-theorists-groups-anti-vaxxers-antivax-vaccine-face-masks
[11] https://www.theguardian.com/australia-news/2020/aug/02/coronavirus-conspiracy-theory-covid-19-australia-agenda-australian-theorists-groups-anti-vaxxers-antivax-vaccine-face-masks?CMP=share_btn_tw
[9] https://www.theguardian.com/australia-news/2020/aug/02/coronavirus-conspiracy-theory-covid-19-australia-agenda-australian-theorists-groups-anti-vaxxers-antivax-vaccine-face-masks?CMP=Share_iOSApp_Other
[8] https://www.marianne.net/societe/plutot-mourir-que-m-injecter-cette-saloperie-sur-facebook-les-antivax-l-affut-contre-un
[7] https://www.20minutes.fr/high-tech/2831999-20200801-coronavirus-vaccin-va-tous-tuer-antivax-organisent-internet-fond-theories-complot
[3] https://www.lefigaro.fr/sciences/au-senegal-le-combat-contre-le-cancer-du-col-de-l-uterus-pollue-par-les-antivax-20200726
[3] https://twitter.com/dwnews/status/1289548183476019200
[3] https://twitter.com/brincessbreee/status/1290890069033787392
[2] https://twitter.com/bbcbrasil/status/1287791630620262402
[2] https://twitter.com/CNNBrasil/status/1288250593077682176

Top URLs in Tweet in G2:
[3] https://www.statnews.com/2020/07/28/facebook-vaccine-misinformation-antivaxx-coronavirus-covid/
[2] https://www.gmfus.org/blog/2020/07/29/conspiratorial-conjunctions-anti-vaccine-group-has-seized-anti-5g-movement
[1] https://twitter.com/jwoodgett/status/1291748963335524353
[1] https://twitter.com/IrfanDhalla/status/1291594245053317122
[1] https://www.vox.com/first-person/2020/7/28/21337621/coronavirus-covid-19-vaccine-anti-vaxxer?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://sciencebasedmedicine.org/sxsw-goop-hivaids-denialism-antivax-kelly-brogan/
[1] https://twitter.com/carlyweeks/status/1292439217822412800
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2870557/
[1] https://vaxopedia.org/2016/10/07/suzanne-humphries-on-vaccine-safety/
[1] https://www.vice.com/en_us/article/ep4q8e/alec-baldwin-just-did-an-hour-long-instagram-chat-with-an-anti-vaccine-activist

Top URLs in Tweet in G3:
[36] https://www.20minutes.fr/high-tech/2831999-20200801-coronavirus-vaccin-va-tous-tuer-antivax-organisent-internet-fond-theories-complot
[18] https://bit.ly/30kU9ff
[10] https://www.tdg.ch/suisse/epidemie-rougeole-ecole-biennoise/story/20871396
[2] https://m.20minutes.fr/amp/a/2831999?__twitter_impression=true
[2] https://colettedesbordes.com/coronavirus-offensive-des-antivax-sur-le-net-sur-fond-de-complotisme/
[2] https://twitter.com/newscientist/status/1289162832349519872
[2] https://www.20minutes.fr/high-tech/2831999-20200801-coronavirus-vaccin-va-tous-tuer-antivax-organisent-internet-fond-theories-complot?xtor=RSS-176
[1] https://twitter.com/oneunderscore__/status/1288189976694448130
[1] https://www.marianne.net/societe/plutot-mourir-que-m-injecter-cette-saloperie-sur-facebook-les-antivax-l-affut-contre-un
[1] https://twitter.com/DavidCormand/status/1287687245332459520

Top URLs in Tweet in G4:
[17] https://www.20min.ch/fr/story/la-police-referme-aussitot-la-boutique-de-lentrepreneuse-antimasque-993985296553
[3] https://twitter.com/agvBruceAdams/status/1289783665317122048
[2] https://twitter.com/TheRightMelissa/status/1290669709118013442
[2] https://www.un.org/en/member-states/
[2] https://www.tdg.ch/suisse/epidemie-rougeole-ecole-biennoise/story/20871396
[2] https://time.com/5851165/germany-anti-racism-protests/
[1] https://twitter.com/VledTapas/status/1287974236057993217
[1] https://www.youtube.com/watch?v=HO5Da47Wmts&feature=youtu.be

[1] http://association.ametist.org/comment-proteger-son-bebe-des-11-vaccins-obligatoires-en-toute-legalite/?fbclid=IwAR1siMkNPyGtVylVVbA-TMWn4EWDW2bcM1rneFo00uFtEglizEWP8i1i1zQ
[1] https://fr.m.wikipedia.org/wiki/Loi_de_Brandolini#:~:text=Comment%20faire%20%3F,%C2%BB

Top URLs in Tweet in G5:
[3] https://twitter.com/beckyjohnson222/status/1289798779093180416
[1] https://twitter.com/SpiritKing11/status/1291822284009803777
[1] https://twitter.com/FrancesWangTV/status/1292492420081422339
[1] https://twitter.com/ProfessorLou1/status/1290358244611952648
[1] https://falseprophets635728819.wordpress.com/2018/04/11/dear-fda-vaccine-denier-free-speech-opponent-james-lyons-weiler-is-not-qualified/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6474527/
[1] https://sciencefeedback.co/claimreview/significant-methodological-flaws-in-a-2020-study-claiming-to-show-unvaccinated-children-are-healthier-brian-hooker-childrens-health-defense/
[1] https://www.youtube.com/watch?v=iCAm3WVH8bE&feature=youtu.be

[1] https://twitter.com/deerbrian/status/1289580017509445633
[1] https://twitter.com/RachelAlter007/status/1290039514497458178

Top URLs in Tweet in G6:
[16] https://www.marianne.net/societe/plutot-mourir-que-m-injecter-cette-saloperie-sur-facebook-les-antivax-l-affut-contre-un
[1] https://www.marianne.net/societe/plutot-mourir-que-m-injecter-cette-saloperie-sur-facebook-les-antivax-l-affut-contre-un?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1595954448
[1] https://www.marianne.net/societe/plutot-mourir-que-m-injecter-cette-saloperie-sur-facebook-les-antivax-l-affut-contre-un?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1595837609
[1] https://www.marianne.net/societe/plutot-mourir-que-m-injecter-cette-saloperie-sur-facebook-les-antivax-l-affut-contre-un?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1595838693
[1] https://www.marianne.net/societe/plutot-mourir-que-m-injecter-cette-saloperie-sur-facebook-les-antivax-l-affut-contre-un?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1595869185
[1] https://twitter.com/the_godmother81/status/1289633629740470272
[1] https://twitter.com/aldosterone111/status/1292069214384250880
[1] http://www.msn.com/fr-fr/actualite/other/coronavirus-%c2%ab-le-vaccin-va-tous-nous-tuer-%c2%bb%e2%80%a6-les-%c2%ab-antivax-%c2%bb-sorganisent-sur-internet-sur-fond-de-th%c3%a9ories-du-complot/ar-BB17rzIV?ocid=st2
[1] https://www.20minutes.fr/high-tech/2831999-20200801-coronavirus-vaccin-va-tous-tuer-antivax-organisent-internet-fond-theories-complot
[1] https://www.20minutes.fr/sante/2500723-20190420-antivax-variole-eradiquee-grace-vaccination-mythe

Top URLs in Tweet in G7:
[1] https://www.statnews.com/2020/07/27/covid-19-vaccines-may-cause-mild-side-effects-experts-say-stressing-need-for-education-not-alarm/
[1] https://www.liebertpub.com/doi/abs/10.1089/AID.2020.0095?cookieSet=1
[1] http://www.docbastard.net/2019/03/busting-vaccine-myths.html
[1] http://www.docbastard.net/2019/04/vaccine-mythbusting.html

Top URLs in Tweet in G8:
[5] https://www.franceculture.fr/emissions/radiographies-du-coronavirus/comment-la-defiance-francaise-envers-la-vaccination
[2] https://www.20minutes.fr/high-tech/2831999-20200801-coronavirus-vaccin-va-tous-tuer-antivax-organisent-internet-fond-theories-complot
[1] https://blogs.mediapart.fr/bernard-sudan/blog/270118/onze-vaccins-appel-la-raison-des-professeurs-luc-montagnier-et-henri-joyeux
[1] http://avis.Il

Top URLs in Tweet in G9:
[1] https://www.liberation.fr/france/2020/08/03/antimasques-la-defiance-se-propage_1795962
[1] https://twitter.com/newscientist/status/1289162832349519872

Top URLs in Tweet in G10:
[1] https://twitter.com/APMinfos/status/1289197525321179136
[1] https://twitter.com/veroniquegenest/status/1289916711290851330
[1] https://twitter.com/biohospitalix/status/1290023391982833665
[1] https://www.20minutes.fr/sante/2498763-20190419-antivax-sels-aluminium-vaccins-vraie-inquietude-faux-danger
[1] https://twitter.com/tristanmf/status/1292128285581860866
[1] https://twitter.com/YvesPDB/status/1292074869006442498
[1] https://blogs.bmj.com/bmj/2020/08/05/the-rush-to-create-a-covid-19-vaccine-may-do-more-harm-than-good/
[1] https://twitter.com/Eldo_Off/status/1289639811360280578
[1] https://www.futura-sciences.com/sante/actualites/coronavirus-coronavirus-vaccin-oxford-initie-reponse-immunitaire-selon-premiers-resultats-82043/
[1] https://twitter.com/ivanrioufol/status/1289958545987899395

Top Domains
Top Domains in Tweet in Entire Graph:
[397] twitter.com
[104] theguardian.com
[64] 20minutes.fr
[41] marianne.net
[28] youtube.com
[23] bit.ly
[18] 20min.ch
[17] google.com
[16] theothersideofvaccines.com
[16] lefigaro.fr

Top Domains in Tweet in G1:
[188] twitter.com
[55] theguardian.com
[10] 20minutes.fr
[9] google.com
[9] marianne.net
[5] youtube.com
[5] bit.ly
[4] lefigaro.fr
[3] flip.it
[2] spotify.com

Top Domains in Tweet in G2:
[6] twitter.com
[3] statnews.com
[2] vox.com
[2] gmfus.org
[1] sciencebasedmedicine.org
[1] nih.gov
[1] vaxopedia.org
[1] vice.com
[1] apple.news
[1] blogspot.com

Top Domains in Tweet in G3:
[40] 20minutes.fr
[18] bit.ly
[10] tdg.ch
[9] twitter.com
[2] colettedesbordes.com
[1] marianne.net
[1] wikipedia.org
[1] lpnt.fr

Top Domains in Tweet in G4:
[17] 20min.ch
[15] twitter.com
[4] youtube.com
[2] un.org
[2] tdg.ch
[2] time.com
[1] ametist.org
[1] wikipedia.org
[1] franceculture.fr
[1] vaccination-info-service.fr

Top Domains in Tweet in G5:
[14] twitter.com
[2] wordpress.com
[1] nih.gov
[1] sciencefeedback.co
[1] youtube.com
[1] forbetterscience.com
[1] respectfulinsolence.com

Top Domains in Tweet in G6:
[21] marianne.net
[4] twitter.com
[3] 20minutes.fr
[1] msn.com
[1] lefigaro.fr
[1] nytimes.com

Top Domains in Tweet in G7:
[2] docbastard.net
[1] statnews.com
[1] liebertpub.com

Top Domains in Tweet in G8:
[5] franceculture.fr
[2] 20minutes.fr
[1] mediapart.fr
[1] avis.il

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

Top Domains in Tweet in G10:
[9] twitter.com
[3] 20minutes.fr
[1] bmj.com
[1] futura-sciences.com
[1] who.int
[1] marianne.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1030] antivax
[315] istandwithpicard
[225] antivaxx
[204] antimax
[180] vaxxhappened
[123] covid19
[108] immunesystemsworkbetter
[75] vaccine
[52] txlege
[50] antimask



Top Hashtags in Tweet in G1:
[178] antivax
[20] covid19
[16] vaccine
[11] antivaxx
[10] antimask
[9] vaccines
[9] coronavirus
[9] antivaccine
[9] antivaxxers
[7] billgates

Top Hashtags in Tweet in G2:
[306] istandwithpicard
[17] antivax
[16] covid19
[4] vaccination
[2] scicomm
[2] vaccine
[2] some
[2] covid
[2] 5g
[2] conspiracytheory

Top Hashtags in Tweet in G3:
[19] antivax
[10] rougeole
[9] ã©pidã©mies
[7] raoult
[7] chloroquine
[4] complotisme
[4] giletsjaunes
[3] coronavirus
[2] covid_19
[2] covid19

Top Hashtags in Tweet in G4:
[35] antivax
[6] novaccine
[5] meme
[4] saynotobillgates
[4] nonwo
[4] exposebillgates
[3] antichasse
[3] antifa
[3] antitout
[3] maga

Top Hashtags in Tweet in G5:
[41] antivax
[10] vaccineswork
[8] childabuse
[7] antivaxx
[6] antimask
[4] covid19
[4] socmed
[3] covidiot
[2] vaccines
[2] antivaxxers

Top Hashtags in Tweet in G6:
[5] antivax
[3] covid19
[2] masqueobligatoire
[2] covidー19
[2] vaccin
[1] sarscov2
[1] antimax
[1] covid
[1] antimasque
[1] raoult

Top Hashtags in Tweet in G7:
[4] istandwithpicard
[4] antivax
[1] provax
[1] woke
[1] donaldtrump

Top Hashtags in Tweet in G8:
[12] antivax
[9] vaccin
[1] dã©sinformation

Top Hashtags in Tweet in G9:
[198] antimax
[2] antivax
[2] antimasque

Top Hashtags in Tweet in G10:
[6] antivax
[2] antimax
[2] antimasque
[1] coronasceptiques
[1] fn
[1] raciste
[1] islamophobe
[1] lgbtphobe
[1] raoult
[1] chloroquine

Top Words
Top Words in Tweet in Entire Graph:
[4311] antivax
[1029] #antivax
[820] anti
[628] êtes
[543] covid
[483] contre
[482] vaccine
[442] people
[403] picardonhealth
[399] vaccin

Top Words in Tweet in G1:
[619] antivax
[178] #antivax
[107] covid
[83] people
[76] anti
[73] conspiracy
[66] vaccine
[42] home
[42] theorists
[41] eu

Top Words in Tweet in G2:
[394] picardonhealth
[306] appreciate
[306] kindness
[306] flattered
[306] hash
[306] tag
[306] #istandwithpicard
[306] prefer
[80] thread
[75] thank

Top Words in Tweet in G3:
[164] parti
[161] eelv
[158] lyon
[157] ayons
[157] pensée
[157] paris
[157] bordeaux
[157] colombes
[157] croyaient
[157] voter

Top Words in Tweet in G4:
[330] antivax
[154] les_vaxxeuses
[102] sont
[65] leurs
[64] toujours
[57] convictions
[56] fiers
[55] emakrusi
[43] ce
[41] tous

Top Words in Tweet in G5:
[137] antivax
[71] doritmi
[71] jkellyca
[68] ianfmusgrave
[68] mcfunny
[67] krebiozen
[66] beckyjohnson222
[66] _mamadeb
[65] monstercoyliar
[62] katlarue7

Top Words in Tweet in G6:
[163] antivax
[84] aux
[82] vaccin
[81] lâ
[76] contre
[75] rosaetlesautres
[74] avis
[74] rã
[74] peine
[74] mâ

Top Words in Tweet in G7:
[215] ct_bergstrom
[118] vaccine
[114] adverse
[112] covid
[111] drericding
[111] expressed
[111] concern
[111] high
[111] rates
[111] mild

Top Words in Tweet in G8:
[156] debunkeretoiles
[146] gens
[145] twitter
[145] ai
[144] fouillant
[144] piste
[144] witch
[144] découvert
[144] réseau
[144] fascinant

Top Words in Tweet in G9:
[588] êtes
[215] antivax
[202] contre
[199] comme
[198] #antimax
[197] docprimum
[196] antisysteme
[196] lutte
[196] pouvoir
[196] sais

Top Words in Tweet in G10:
[92] antivax
[21] larhumato
[20] mais
[20] monde
[20] c'est
[19] ce
[19] fait
[18] ðÿž
[18] champion
[17] vaccin

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[314] appreciate,kindness
[314] kindness,flattered
[314] flattered,hash
[314] hash,tag
[314] tag,#istandwithpicard
[314] #istandwithpicard,prefer
[313] picardonhealth,appreciate
[215] comme,antivax
[204] lutte,contre
[203] êtes,comme

Top Word Pairs in Tweet in G1:
[42] conspiracy,theorists
[37] gives,australian
[37] australian,conspiracy
[37] theorists,common
[37] common,home
[36] threads,connect
[36] covid,gives
[35] connect,covid
[17] os,antivax
[16] antivax,anti

Top Word Pairs in Tweet in G2:
[306] appreciate,kindness
[306] kindness,flattered
[306] flattered,hash
[306] hash,tag
[306] tag,#istandwithpicard
[306] #istandwithpicard,prefer
[305] picardonhealth,appreciate
[75] thank,thoughtful
[75] thoughtful,thread
[75] thread,wholeheartedly

Top Word Pairs in Tweet in G3:
[157] eelv,paris
[157] paris,lyon
[157] bordeaux,colombes
[157] colombes,croyaient
[157] croyaient,voter
[156] ayons,plutôt
[156] plutôt,pensée
[156] pensée,électeurs
[156] électeurs,eelv
[156] lyon,besançon

Top Word Pairs in Tweet in G4:
[73] antivax,sont
[65] les_vaxxeuses,antivax
[56] sont,toujours
[56] toujours,fiers
[56] fiers,leurs
[56] leurs,convictions
[33] tous,antivax
[26] antivax,emakrusi
[19] comme,tous
[18] mal,comprendre

Top Word Pairs in Tweet in G5:
[36] krebiozen,shared_facts
[35] maggiec_95,david_5705
[35] mikepeterson_th,_mamadeb
[31] haircutspock,pjmoore1958
[31] _mamadeb,krebiozen
[30] nicart24,rainmc
[30] jojofool1,mikepeterson_th
[29] risettemd,nicart24
[29] thatbackwoodsb,hupperichwerner
[29] janeeopie,hpvsideeffects

Top Word Pairs in Tweet in G6:
[73] avis,aux
[73] aux,pyromanes
[73] pyromanes,lâ
[73] lâ,immunisation
[73] immunisation,collective
[73] collective,assignez
[73] assignez,rã
[73] rã,sidence
[73] sidence,double
[73] double,peine

Top Word Pairs in Tweet in G7:
[111] expressed,concern
[111] concern,high
[111] high,rates
[111] rates,mild
[111] mild,moderate
[111] moderate,adverse
[111] adverse,effects
[111] effects,covid
[111] covid,vaccine
[111] vaccine,trials

Top Word Pairs in Tweet in G8:
[144] fouillant,piste
[144] piste,witch
[144] witch,twitter
[144] twitter,ai
[144] ai,découvert
[144] découvert,réseau
[144] réseau,fascinant
[144] fascinant,jeunes
[144] jeunes,gens
[144] gens,grave

Top Word Pairs in Tweet in G9:
[196] êtes,#antimax
[196] #antimax,êtes
[196] êtes,antisysteme
[196] antisysteme,lutte
[196] lutte,contre
[196] contre,pouvoir
[196] pouvoir,sais
[196] sais,êtes
[196] êtes,comme
[196] comme,antivax

Top Word Pairs in Tweet in G10:
[12] monde,ðÿž
[12] ðÿž,ðÿžµ
[12] champion,champion
[8] antivax,mais
[7] suis,antivax
[6] 2020,france
[6] ðÿž,ðÿžµchampions
[6] ðÿžµchampions,monde
[6] monde,champions
[6] champions,monde

Top Replied-To
Top Replied-To in Entire Graph:
@les_vaxxeuses
@stanmendy
@julien2031
@joelecorbeau
@larhumato
@veroniquegenest
@dutchonidas
@citeretv
@amelie_for_you
@le___doc

Top Replied-To in G1:

Top Replied-To in G2:
@drmartinllc
@docmcohen
@gorskon
@moto_librarian
@subvoyeur
@hotpoolwork
@nicrish
@dawnbazely
@moriartylab
@snccla

Top Replied-To in G3:
@20minutes
@tristanmf
@jdflaysakier
@andropoviouri
@mat_grapeloup
@quantic_qbit
@bonuscr
@anjacques
@abarleduc
@h_schaller

Top Replied-To in G4:
@les_vaxxeuses
@joelecorbeau
@julien2031
@d0ctb
@le_goracheck
@marielenbenede
@arna3arnaud
@solarcx69
@loindevant
@damkyan_omega

Top Replied-To in G5:
@citeretv
@katlarue7
@thetwistedfay
@natedoromal
@cbereel
@bodyautonomy
@1987pulsar
@immunotoxphd
@stopvaxxedlies
@barryjohnreid21

Top Replied-To in G6:
@veroniquegenest
@le___doc
@medanchelevrai
@dulconte
@taquadoodle
@ilcavaliere20
@eglisemacron2
@naphtalinelebon
@afpfr
@alexiisfrench

Top Replied-To in G7:
@drericding
@borisdpython
@igorcarron
@insect_song
@ctwarriormonkey
@edemmott
@stuartjdneil
@jwhogan42
@epiellie
@alaynahinojos

Top Replied-To in G8:
@les_vaxxeuses
@collcartonjaune
@debunkeretoiles
@rhooooo8
@grizzli06
@tronchebiais
@tomcailleretz
@vv6vv6vv6
@anarcoluchiste
@mumurk1

Top Replied-To in G9:
@_atcheh
@flo_ley
@astroscept
@docprimum
@veroniquegenest
@pierrecol
@orthosophie

Top Replied-To in G10:
@amelie_for_you
@larhumato
@quatremer
@silvano_trotta
@fluidloading
@terskey
@leomolinarius
@zenutopia1
@hantoine11
@fbrault61

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@ct_bergstrom
@docprimum
@weillclaude
@debunkeretoiles
@les_vaxxeuses
@larrytheblueb
@mollymckew
@complotsfaciles
@stevensalzberg1

Top Mentioned in G1:
@stevesevilempir
@sciencehoaxes
@semigroupoid
@socalledrabbi
@flawfulnature
@murderbirthday
@talktotheword
@bontrop

Top Mentioned in G2:
@picardonhealth
@gorskon
@rachelalter007
@alecbaldwin
@carlyweeks
@subvoyeur
@robertkennedyjr
@instagram
@drmartinllc
@jenni

Top Mentioned in G3:
@weillclaude
@larrytheblueb
@20minutes
@lafrancematuer
@vlauteur
@kalou
@dc_morel
@bfmtv
@minipoucelyon
@tristanmf

Top Mentioned in G4:
@les_vaxxeuses
@emakrusi
@damkyan_omega
@vaccinologie
@franceinfo
@who
@sgbenot1
@larhumato
@nicolasquenel
@mediapart

Top Mentioned in G5:
@doritmi
@jkellyca
@mcfunny
@krebiozen
@ianfmusgrave
@_mamadeb
@beckyjohnson222
@monstercoyliar
@janeeopie
@frankdelia7

Top Mentioned in G6:
@rosaetlesautres
@mariannelemag
@le___doc
@elianecarrier
@fraslin
@juanatkinsson
@sori_921
@martinacharb
@docpepperfr
@veroniquegenest

Top Mentioned in G7:
@ct_bergstrom
@drericding
@stevensalzberg1
@picardonhealth
@docbastard
@helenbranswell
@epiellie
@margari_r
@l_a_baker
@choo_ek

Top Mentioned in G8:
@debunkeretoiles
@anthonybassani1
@les_vaxxeuses
@charloo_o
@hamel_91
@acermendax
@apminfos
@tronchebiais
@l_extracteur
@tipuncho

Top Mentioned in G9:
@docprimum
@pierrecol
@alexarchambault
@rosaetlesautres
@damkyan_omega
@les_vaxxeuses
@magicisreal29
@larhumato
@debunkeretoiles
@weillclaude

Top Mentioned in G10:
@larhumato
@raoult_didier
@moon_bio
@yvesbourdillon
@stalec_
@wargonm
@samuel_mondy
@jamestodaromd
@divizio1
@aldosterone111

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@odio_nao
@lennaleprena
@immoralreport
@s9tmt
@ez4u2say_janis
@languillem
@limportant_fr
@independent
@globalissuesweb

Top Tweeters in G1:
@globalissuesweb
@denniskoch10
@broomstick33
@veepthroat
@lucianaboutox
@d_melissa2
@zacal33
@indikur
@nissemus
@deluxegng

Top Tweeters in G2:
@ez4u2say_janis
@bellesapepper37
@frecklesxx20
@ketaminh
@chholte
@tinamorphis
@tiniskwerl
@noybsk2017
@debsomewhere
@mvwinall

Top Tweeters in G3:
@m2bliquis
@she534
@costeslioneler
@marclandes40
@zapp12347
@birgit4453
@minilicorne69
@bfmtv
@jomarfeuil
@4tchat

Top Tweeters in G4:
@le_parisien
@yvespdb
@lenababou
@franceinfo
@funder
@perceval45
@eagiscorp
@mtlseb
@barrakiaxonn
@guy__moux

Top Tweeters in G5:
@eddarrell
@lizditz
@xeni
@ap
@justthevax
@veritasever
@riotheatherrr
@rachaelahancock
@biegenzahn
@arclight

Top Tweeters in G6:
@_redfrog
@inachiveg
@elisahk92
@haksylvie
@afpfr
@jejeparis
@lehmanndrc
@jocelyneouang
@kristieperles
@dalipas

Top Tweeters in G7:
@amyayers16
@redboybroken
@lawgirl318
@mary_swilling
@demfromct
@dvanhook822
@watchdogsniffer
@myglobalpac
@dormousegirl
@tenej_jenet

Top Tweeters in G8:
@juigro
@cnews
@sagittariushh
@7sur7
@potarddechaine
@eric_patris
@nomadx83
@djyoshis
@titia_h
@tweetauhasard

Top Tweeters in G9:
@didiermisson
@thesfreader
@virginievotier
@dolfsquare
@plumesdanges
@zabouvillon
@yannnsud
@ajadomdu2a
@nkgl
@ledocteur36

Top Tweeters in G10:
@usatoday
@jaquieja
@cherielle100
@delamare41
@hopitalc
@lcp
@plaroch
@justelebonsens
@monde_de_droite
@aymsent98


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