antivaxx, Twitter, 12/11/2021 5:42:46 PM, 268122


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antivaxx_2021-12-11_07-30-02.xlsx
antivaxx_2021-12-11_07-30-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 11, 2021
Short Description:
antivaxx via NodeXL https://bit.ly/3dIHGb0
@liaamancio
@niefraim
@printsminions
@nadanovonofront
@willgomes
@qffwffq
@babar_lelephant
@twitter
@raquelalmeida
@dcesarino21

Top hashtags:
#antivaxx
#antivaxxers
#covid19
#covidiots
#covid
#ottawa
#antivaccine
#antivax

Description:
Description
The graph represents a network of 9,435 Twitter users whose tweets in the requested range contained "antivaxx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 11 December 2021 at 15:37 UTC.

The requested start date was Saturday, 11 December 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 4-day, 6-hour, 50-minute period from Monday, 06 December 2021 at 10:45 UTC to Friday, 10 December 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 : 9435
Unique Edges : 4997
Edges With Duplicates : 10101
Total Edges : 15098
Number of Edge Types : 5
Retweet : 4581
MentionsInRetweet : 5446
Replies to : 1647
Tweet : 1213
Mentions : 2211
Self-Loops : 1240
Reciprocated Vertex Pair Ratio : 0.00641392738517925
Reciprocated Edge Ratio : 0.0127461021964265
Connected Components : 1836
Single-Vertex Connected Components : 751
Maximum Vertices in a Connected Component : 2353
Maximum Edges in a Connected Component : 4780
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.506186
Graph Density : 9.87194779360787E-05
Modularity : 0.594971
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,435 Twitter users whose tweets in the requested range contained "antivaxx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 11 December 2021 at 15:37 UTC.

The requested start date was Saturday, 11 December 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 4-day, 6-hour, 50-minute period from Monday, 06 December 2021 at 10:45 UTC to Friday, 10 December 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 : antivaxx
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:
[30] https://www.theverge.com/22809838/tiktok-drama-channels-osint-antivaxx-doxxing-creators
[22] https://twitter.com/liaamancio/status/1468266096625082370
[20] https://slate.com/technology/2021/12/tiktok-couch-guy-internet-sleuths.html?s=09
[15] https://www.theverge.com/22809838/tiktok-drama-channels-osint-antivaxx-doxxing-creators?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[13] https://www.theverge.com/22809838/tiktok-drama-channels-osint-antivaxx-doxxing-creators?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[10] https://twitter.com/nacaomarveI/status/1469318304514854913
[10] https://www.williamquincybelle.com/2021/12/what-i-learned-from-parents-who-dont.html
[7] https://www.theverge.com/22809838/tiktok-drama-channels-osint-antivaxx-doxxing-creators?utm_source=digg
[6] https://www.irishexaminer.com/news/arid-40745154.html
[6] https://ift.tt/3DobAvr

Top URLs in Tweet in G1:
[1] https://twitter.com/reporterenato/status/1467649109402263562

Top URLs in Tweet in G2:
[18] https://twitter.com/liaamancio/status/1468266096625082370
[9] https://twitter.com/nacaomarveI/status/1469318304514854913
[8] https://www.theverge.com/22809838/tiktok-drama-channels-osint-antivaxx-doxxing-creators
[6] https://ift.tt/3DobAvr
[5] https://www.theverge.com/22809838/tiktok-drama-channels-osint-antivaxx-doxxing-creators?utm_source=dlvr.it&utm_medium=twitter
[4] https://twitter.com/jessmarqs/status/1468326051755479043
[3] https://twitter.com/printsminions/status/1467493941725519882
[3] https://twitter.com/SBS8news/status/1448791750429061120
[3] https://twitter.com/revevante/status/1467835882627481603
[3] https://twitter.com/secretgaycare/status/1467845706606018562

Top URLs in Tweet in G3:
[1] https://twitter.com/nacaomarvei/status/1469318304514854913
[1] https://twitter.com/RaeComm/status/1468915782688116736

Top URLs in Tweet in G4:
[1] https://www.bfmtv.com/politique/elections/presidentielle/elle-reflechit-a-la-situation-politique-a-quatre-mois-de-la-presidentielle-la-tentation-taubira_AN-202112060556.html
[1] https://twitter.com/LaFrancematuer/status/1468268237351788546
[1] https://twitter.com/MathieuMolimard/status/1469260602770141184
[1] https://www.liberation.fr/checknews/covid-19-les-services-de-rea-parviennent-ils-a-identifier-les-faux-vaccines-20211209_7G46JT4INRDS3LLKJ4LAMA67NA/
[1] https://twitter.com/thyg71/status/1467842167771222017
[1] https://twitter.com/RebeccaRambar/status/1468206066236211201

Top URLs in Tweet in G5:
[3] https://www.huffingtonpost.fr/entry/le-covid-decime-une-famille-non-vaccinee-dans-les-vosges_fr_619e1992e4b07fe201136fdc
[1] https://twitter.com/DLeonhardt/status/1457698397016756225?t=nG4xdD-dlkpO-uy5cqGQ7w&s=19
[1] https://twitter.com/Sandre30/status/1468515200940793864?t=4cPFkj5TOrSA1mJ7Wkp7iA&s=19
[1] https://twitter.com/nictom15/status/1469014414007455746
[1] https://twitter.com/AdamTho99602766/status/1468267069598748678
[1] https://twitter.com/tristanmf/status/1468518124152664064
[1] https://twitter.com/reneeygraham/status/1468751864778969090
[1] https://twitter.com/DrEricDing/status/1468854522399399942
[1] https://twitter.com/MartinBlachier/status/1468914645671063562
[1] https://twitter.com/mariusgilbert/status/1463828270927994883

Top URLs in Tweet in G6:
[1] https://twitter.com/tantotupiassu/status/1468929948765376513

Top URLs in Tweet in G9:
[20] https://slate.com/technology/2021/12/tiktok-couch-guy-internet-sleuths.html?s=09
[16] https://www.theverge.com/22809838/tiktok-drama-channels-osint-antivaxx-doxxing-creators
[12] https://www.theverge.com/22809838/tiktok-drama-channels-osint-antivaxx-doxxing-creators?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[11] https://www.theverge.com/22809838/tiktok-drama-channels-osint-antivaxx-doxxing-creators?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://redef.com/item/61ae9ec09082a2306ff2bb39?curator=MediaREDEF

Top URLs in Tweet in G10:
[1] https://twitter.com/reporterenato/status/1468404359201542147

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[511] antivaxx
[137] antivaxxers
[105] covid19
[74] covidiots
[57] covid
[45] ottawa
[39] antivaccine
[38] antivax
[37] covidvaccine
[36] covidvaccination



Top Hashtags in Tweet in G2:
[72] antivaxx
[15] antivaxxers
[12] covid19
[10] covid
[6] covidiot
[4] antivax
[4] antivaxxer
[4] covidiots
[3] vaccinated
[3] covid19france

Top Hashtags in Tweet in G4:
[5] antivaxx
[1] vaccinezvous
[1] startrekdiscovery
[1] ilssachent
[1] vaccin
[1] ecologie
[1] antimasque
[1] covidiot

Top Hashtags in Tweet in G5:
[30] antivaxx
[5] cohen
[4] pfizer
[3] vaccinationobligatoire
[3] fakenews
[3] covid19
[2] covid19france
[2] presidentielle2022
[2] omicron
[2] philippot

Top Hashtags in Tweet in G7:
[1] morrisoniscomplicit

Top Hashtags in Tweet in G9:
[10] tiktok
[10] osint
[8] online
[4] polls
[4] usa
[4] mtftop
[4] twitterpoll
[4] android
[4] ipadpro
[4] iphone

Top Words
Top Words in Tweet in Entire Graph:
[6876] antivaxx
[1419] mas
[1191] uma
[1113] direita
[1106] liaamancio
[1100] gratiluz
[1093] passe
[1091] bolha
[1091] inhame
[1088] dou

Top Words in Tweet in G1:
[2132] antivaxx
[1068] liaamancio
[1056] mas
[1054] direita
[1053] uma
[1053] gratiluz
[1048] entraram
[1048] bolha
[1048] inhame
[1048] dou

Top Words in Tweet in G2:
[696] antivaxx
[72] #antivaxx
[55] eu
[48] people
[48] não
[47] pra
[46] mais
[44] covid
[42] mas
[40] os

Top Words in Tweet in G3:
[671] antivaxx
[625] niefraim
[622] tem
[621] mais
[621] mesmo
[620] em
[620] minha
[620] fuder
[619] perdi
[619] qualquer

Top Words in Tweet in G4:
[186] sont
[180] rã
[177] encore
[176] covid
[175] ans
[174] tous
[174] comme
[173] aujourdâ
[173] hui
[173] lits

Top Words in Tweet in G5:
[100] antivaxx
[38] c'est
[30] #antivaxx
[27] mais
[23] f_philippot
[22] olivierveran
[21] ce
[17] vaccin
[16] dã
[16] faire

Top Words in Tweet in G6:
[212] mas
[202] vacinação
[201] não
[200] leviano
[200] certificado
[199] nadanovonofront
[199] vou
[199] muito
[199] conveniente
[199] ataque

Top Words in Tweet in G7:
[177] sharri
[177] markson
[177] puts
[177] blame
[177] queensland
[177] government
[177] slow
[177] uptake
[177] vaccination
[176] thestarrrlord

Top Words in Tweet in G8:
[159] antivaxx
[152] barrylaneeu
[152] responded
[152] isabel
[152] oakeshott
[152] tweet
[152] iâ
[152] being
[152] called
[152] idiot

Top Words in Tweet in G9:
[83] tiktok
[64] verge
[60] broderick
[44] intelligence
[40] drama
[40] channels
[38] antivaxx
[36] users
[36] online
[35] good

Top Words in Tweet in G10:
[159] antivaxx
[156] os
[151] printsminions
[148] bom
[148] dia
[148] otã
[148] rios
[148] tomando
[147] cyâ
[4] reconfortante

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1096] antivaxx,direita
[1087] direita,uma
[1087] entraram,bolha
[1087] bolha,antivaxx
[1086] gratiluz,inhame
[1086] inhame,dou
[1086] dou,passe
[1085] liaamancio,antivaxx
[742] uma,desgraã
[742] desgraã,mas

Top Word Pairs in Tweet in G1:
[1051] antivaxx,direita
[1048] direita,uma
[1048] entraram,bolha
[1048] bolha,antivaxx
[1048] gratiluz,inhame
[1048] inhame,dou
[1048] dou,passe
[1048] liaamancio,antivaxx
[709] uma,desgraã
[709] desgraã,mas

Top Word Pairs in Tweet in G2:
[19] tiktok,drama
[19] drama,channels
[19] channels,turning
[19] turning,online
[19] online,intelligence
[19] intelligence,agents
[15] os,antivaxx
[9] antivaxx,anti
[8] mas,antivaxx
[8] antivaxx,tem

Top Word Pairs in Tweet in G3:
[620] tem,mais
[620] mais,fuder
[620] fuder,mesmo
[619] perdi,qualquer
[619] qualquer,pudor
[619] pudor,em
[619] em,declarar
[619] declarar,minha
[619] minha,opinião
[619] opinião,antivaxx

Top Word Pairs in Tweet in G4:
[173] aujourdâ,hui
[172] hui,encore
[172] encore,tous
[172] tous,lits
[172] lits,rã
[172] rã,covid
[172] covid,hopitaldecannes
[172] hopitaldecannes,sont
[172] sont,pleins
[172] pleins,comme

Top Word Pairs in Tweet in G5:
[9] olivierveran,emmanuelmacron
[6] alexandretriaca,jeancastex
[6] jeancastex,olivierveran
[6] antivaxx,vont
[6] sante_gouv,olivierveran
[5] non,vaxx
[5] côté,boston
[5] boston,parents
[5] parents,antivaxx
[5] vont,centres

Top Word Pairs in Tweet in G6:
[199] não,vou
[199] vou,leviano
[199] leviano,mas
[199] mas,muito
[199] muito,conveniente
[199] conveniente,ataque
[199] ataque,ao
[199] ao,sistema
[199] sistema,emite
[199] emite,certificado

Top Word Pairs in Tweet in G7:
[177] sharri,markson
[177] markson,puts
[177] puts,blame
[177] blame,queensland
[177] queensland,government
[177] government,slow
[177] slow,uptake
[177] uptake,vaccination
[176] thestarrrlord,sharri
[176] vaccination,colleagueâ

Top Word Pairs in Tweet in G8:
[152] responded,isabel
[152] isabel,oakeshott
[152] oakeshott,tweet
[152] tweet,iâ
[152] iâ,being
[152] being,called
[152] called,idiot
[152] idiot,antivaxx
[152] antivaxx,cultists
[152] cultists,deny

Top Word Pairs in Tweet in G9:
[39] drama,channels
[35] broderick,verge
[34] tiktok,users
[34] channels,turning
[34] intelligence,agents
[33] verge,wrote
[33] wrote,macro
[33] macro,trend
[33] trend,tiktok
[33] users,investigate

Top Word Pairs in Tweet in G10:
[148] bom,dia
[148] dia,os
[148] os,otã
[148] otã,rios
[148] rios,antivaxx
[148] antivaxx,tomando
[147] printsminions,bom
[147] tomando,cyâ
[4] printsminions,reconfortante
[4] reconfortante,ver

Top Replied-To
Top Replied-To in Entire Graph:
@liaamancio
@notida7
@f_philippot
@fordnation
@docarnica
@niefraim
@cetace34
@crypto__jupiter
@nest_kly

Top Replied-To in G1:
@liaamancio
@jufreitascs
@_tchele
@dantinhas
@dedeadp
@leandroruschel
@evauviedo

Top Replied-To in G2:

Top Replied-To in G3:
@niefraim
@caioiacaio
@cidaloialoia1
@flaviowatson
@marisonl
@renzomora

Top Replied-To in G4:
@docarnica
@mixlamalice
@chamchamat
@laurent_durac
@jmboiron
@lynns68gwada971
@alexand60933058
@kathval
@lalasosophie
@thyg71

Top Replied-To in G5:
@f_philippot
@nathanpsmad
@sonic_urticant
@emmanuelmicron9
@francaisesl
@no94559907
@drdsvero
@1arcet1fleche
@trixosegeek
@rmcinfo

Top Replied-To in G6:
@renanpeixoto_
@mellziland
@coronavirusbra1
@jnascim
@nadanovonofront
@michelepradoba

Top Replied-To in G7:
@whittyjules

Top Replied-To in G8:
@corbynismtpm
@laurajayne74
@jane738
@nikkiro18946833
@codybrewer94
@barrylaneeu

Top Replied-To in G9:
@verge
@winstonasmith11
@kitty_fisher_
@lidavaliedia
@dgbamch57

Top Replied-To in G10:
@printsminions

Top Mentioned
Top Mentioned in Entire Graph:
@liaamancio
@niefraim
@nadanovonofront
@thestarrrlord
@hopitaldecannes
@pmbertrand
@barrylaneeu
@printsminions
@qffwffq
@reveluv_irene

Top Mentioned in G1:
@liaamancio
@alcysio
@rosana
@salutnico
@roneyb
@niefraim
@nadanovonofront
@twitterbrasil
@leeh_colorad
@patricia_gomes

Top Mentioned in G2:
@atlantico_fr
@shaner_official
@gummipie
@nausicaaspsyche

Top Mentioned in G3:
@niefraim
@liaamancio
@thalitreta
@adriaramaral
@herikguimaraes
@guilhermemeire3

Top Mentioned in G4:
@hopitaldecannes
@pmbertrand
@qffwffq
@paiple9483
@lemondequivient
@docarnica
@oss117_helsinki
@matthieugariel
@sagittariushh
@180masseur51910

Top Mentioned in G5:
@olivierveran
@f_philippot
@emmanuelmacron
@idrissaberkane
@jeancastex
@oss117_helsinki
@ecole_oubliee
@alexandretriaca
@sante_gouv
@arikouts

Top Mentioned in G6:
@nadanovonofront
@liaamancio
@niefraim
@michelepradoba
@matheusfreireb2
@renanpeixoto_
@nemanema
@manueladavila

Top Mentioned in G7:
@thestarrrlord
@joshbutler

Top Mentioned in G8:
@barrylaneeu
@freedland
@adamwagner1
@adamlangleben
@stigabell
@sanguinenw
@corbynismtpm
@lesleygalpin111
@minooosborne
@rossdyertv

Top Mentioned in G9:
@broderick
@verge
@ellethejambo
@slate
@etbrooking
@grimeninja
@kelsaywhat
@sang_alertboot
@eliothiggins
@bobscartoons

Top Mentioned in G10:
@printsminions
@liaamancio
@josueepereira

Top Tweeters
Top Tweeters in Entire Graph:
@knewz_currently
@threadreaderapp
@jurylady5
@odio_nao
@zyiteblog
@natransversal
@inabster
@_redfrog
@thepoliticalcat
@bunrxm

Top Tweeters in G1:
@fernandocesar77
@dieviviarruda
@johnnyciocca
@cahbuzelim
@cvmacedog
@antroreality
@rangel_lucia
@bequebomdebola
@yunhhhri
@damiansaurus

Top Tweeters in G2:
@knewz_currently
@zyiteblog
@jmhamiltonblog
@shehzadyounis
@ballerinax
@drunkhys
@pholanthropist
@sethfromthe716
@tsavkko
@stayupstead

Top Tweeters in G3:
@natransversal
@danymilitao
@vinnybrandt
@heliopaz
@_lebarbieri
@rafaeld65095182
@rwstico
@reclamandyr
@ju_assmann
@mgmagnum

Top Tweeters in G4:
@_redfrog
@marclandes40
@docarnica
@bourganne
@cd_land
@bbddpp
@polluxeblog
@virginievotier
@samizokouhei
@mtlseb

Top Tweeters in G5:
@lalibrebe
@libe
@lejdd
@rmcinfo
@jaktess61
@tryingalways
@loulali8
@corinnecadoret
@koztoujours
@marcandredesang

Top Tweeters in G6:
@sonia_divinaa
@systemofasuco
@warley_lopes
@malungorei
@saodionisio
@thiagofc1982
@bubuzinha
@joaosergio
@zito2020
@chriscrfla

Top Tweeters in G7:
@jurylady5
@blanketcrap
@jot_au
@darylgibson
@cunningham_cch
@jrehnj
@northway_debbie
@alistairpdbain
@wersula
@pauldutton1968

Top Tweeters in G8:
@inabster
@curiocat13
@pingachoo
@jorichardskent
@aspiemum
@annetteashley61
@las2950
@sheronwilkie
@kingking3107
@flomoll

Top Tweeters in G9:
@bunrxm
@rhcm123
@slate
@leavittalone
@blackamazon
@opensource_orgs
@blueravefinn
@mediaredef
@christheflyest
@kas_stoner

Top Tweeters in G10:
@amilcarodrigues
@wakeupdmb
@dropkeys
@karistando
@back_todust
@leticiabragamt
@heitchristian
@paulaprata_
@marcusffc_
@barbie_chef


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