antivax, Twitter, 2/21/2022 12:32:04 PM, 272076


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antivax_2022-02-21_01-09-51.xlsx
antivax_2022-02-21_01-09-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2022
Short Description:
antivax via NodeXL https://bit.ly/3s1FZ0d
@rudepundit
@riquesampaio
@revoltes
@youtube
@ruygtr
@gsojudy
@raff19970
@f_philippot
@rembodinho
@idrissaberkane

Top hashtags:
#antivax
#philippot
#antipass
#giletsjaunes
#covid19
#antivaxx
#coronavirus
#djokovic
#omicron

Description:
Description
The graph represents a network of 9,998 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, 21 February 2022 at 09:16 UTC.

The requested start date was Monday, 21 February 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 2-day, 3-hour, 2-minute period from Friday, 18 February 2022 at 14:33 UTC to Sunday, 20 February 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 : 9998
Unique Edges : 5712
Edges With Duplicates : 10425
Total Edges : 16137
Number of Edge Types : 5
Retweet : 4614
MentionsInRetweet : 5278
Replies to : 2103
Mentions : 3222
Tweet : 920
Self-Loops : 950
Reciprocated Vertex Pair Ratio : 0.010307153164296
Reciprocated Edge Ratio : 0.02040399918384
Connected Components : 1595
Single-Vertex Connected Components : 491
Maximum Vertices in a Connected Component : 2503
Maximum Edges in a Connected Component : 5196
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.702584
Graph Density : 9.80690286301734E-05
Modularity : 0.610186
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,998 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, 21 February 2022 at 09:16 UTC.

The requested start date was Monday, 21 February 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 2-day, 3-hour, 2-minute period from Friday, 18 February 2022 at 14:33 UTC to Sunday, 20 February 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:
[13] https://www.technologyreview.com/2022/02/11/1045281/ottawa-antivax-protests-doxxing/
[12] https://crooksandliars.com/2022/02/republican-will-introduce-bill-provide?utm_source=dlvr.it&utm_medium=twitter
[7] https://crooksandliars.com/2022/02/republican-will-introduce-bill-provide
[7] https://www.leparisien.fr/societe/sante/vaccins-et-avc-le-pompier-lyonnais-antivax-bientot-en-conseil-de-discipline-22-07-2021-YCFK5ZOSONGQFDK5ST65QSMF5A.php
[7] https://www.lemonde.fr/les-decodeurs/article/2022/02/18/sur-linkedin-la-desinformation-opere-en-toute-tranquillite_6114281_4355770.html
[7] https://www.lemonde.fr/planete/article/2022/02/18/le-covid-19-a-fait-entre-3-2-et-3-7-millions-de-morts-en-inde-loin-des-chiffres-officiels_6114237_3244.html
[6] https://www.independent.co.uk/sport/olympics/antivax-covid-szilveszter-csollany-hungary-b2000002.html
[5] https://twitter.com/ezracheungtoto/status/1495311944592490496
[5] https://twitter.com/Jim_Oberst/status/1494948950482178049
[4] https://www.lefigaro.fr/international/la-police-d-ottawa-a-l-assaut-des-camionneurs-antivax-20220218

Top URLs in Tweet in G1:
[1] https://twitter.com/nypost/status/1494346133988118530
[1] https://twitter.com/orobotox/status/1494613920467668999

Top URLs in Tweet in G2:
[1] https://twitter.com/jessekellydc/status/1495134470894149635
[1] https://www.thestar.com/opinion/contributors/2022/02/18/russian-propagandists-are-exploiting-protests-to-destabilize-our-democracy.html

Top URLs in Tweet in G3:
[1] https://twitter.com/revoltes/status/1494853499531710469
[1] https://twitter.com/i24news_fr/status/1494047415799795719
[1] https://baslesmasques.com/o/Content/co771896/rencontre-avec-bruno-blum-auteur-de-la-bd-mort-aux-antivax

Top URLs in Tweet in G4:
[7] https://www.technologyreview.com/2022/02/11/1045281/ottawa-antivax-protests-doxxing/
[4] https://www.lemonde.fr/les-decodeurs/article/2022/02/18/sur-linkedin-la-desinformation-opere-en-toute-tranquillite_6114281_4355770.html
[4] https://www.lefigaro.fr/international/la-police-d-ottawa-a-l-assaut-des-camionneurs-antivax-20220218
[4] https://twitter.com/ezracheungtoto/status/1495311944592490496
[4] https://www.williamquincybelle.com/2021/09/masks-how-we-hate-change.html
[4] https://crooksandliars.com/2022/02/republican-will-introduce-bill-provide
[2] https://twitter.com/RiqueSampaio/status/1494458058684219395
[2] https://twitter.com/afpfr/status/1494686401933324288
[2] https://twitter.com/cauabh/status/1493665674857754625
[2] https://twitter.com/Cauabh/status/1493665674857754625

Top URLs in Tweet in G6:
[2] https://twitter.com/agretdenis/status/1495133480237383680
[1] https://twitter.com/contrepoints/status/1494967997928255488
[1] https://twitter.com/jboovii/status/1495442491172171785
[1] https://twitter.com/lemondefr/status/1495427338464600068
[1] https://www.midilibre.fr/2022/02/16/covid-il-existe-un-site-de-rencontre-reserve-exclusivement-aux-antivax-en-europe-10114519.php#xtor=[[mdl-Midilibre]]
[1] https://twitter.com/LCI/status/1494690789951262720
[1] https://twitter.com/t_lipare/status/1494701661041930246
[1] https://twitter.com/mompontet/status/1495019065521446928
[1] https://twitter.com/MMeBlackSheep/status/1494678776118194180
[1] https://twitter.com/backtolife_2022/status/1494755243057422347

Top URLs in Tweet in G7:
[1] https://twitter.com/PygarguePirate/status/1495078413153054725
[1] https://twitter.com/InvestigationRF/status/1494576688340086793

Top URLs in Tweet in G8:
[7] https://www.leparisien.fr/societe/sante/vaccins-et-avc-le-pompier-lyonnais-antivax-bientot-en-conseil-de-discipline-22-07-2021-YCFK5ZOSONGQFDK5ST65QSMF5A.php
[7] https://www.lemonde.fr/planete/article/2022/02/18/le-covid-19-a-fait-entre-3-2-et-3-7-millions-de-morts-en-inde-loin-des-chiffres-officiels_6114237_3244.html
[2] https://twitter.com/Celcinat/status/1495355498689961985
[1] https://twitter.com/Marieco49954224/status/1494710030494543882
[1] https://twitter.com/SnatchOOO/status/1494990543700516866
[1] https://twitter.com/PierreJegou1/status/1495053003480608777
[1] https://twitter.com/CiseraneMathieu/status/1495051565614436357
[1] https://twitter.com/renkatroussier/status/1495176969897623554?t=vYea5irfqmldYEx7aGz4dw&s=19
[1] https://twitter.com/dressing_code69/status/1494675367277248518
[1] https://twitter.com/MatiMatarredona/status/1495334977323601921

Top URLs in Tweet in G9:
[1] https://sciencebasedmedicine.org/the-latest-antivax-false-claim-mrna-vaccines-against-covid-19-are-not-vaccines-but-medical-devices-or-gene-therapy/

Top URLs in Tweet in G10:
[1] https://www.lemonde.fr/les-decodeurs/article/2022/02/18/sur-linkedin-la-desinformation-opere-en-toute-tranquillite_6114281_4355770.html

Top Domains
Top Domains in Tweet in Entire Graph:
[305] twitter.com
[21] youtube.com
[19] crooksandliars.com
[17] lemonde.fr
[13] technologyreview.com
[11] leparisien.fr
[11] co.uk
[5] marianne.net
[4] lefigaro.fr
[4] williamquincybelle.com

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] thestar.com

Top Domains in Tweet in G3:
[2] twitter.com
[1] baslesmasques.com

Top Domains in Tweet in G4:
[134] twitter.com
[7] technologyreview.com
[6] youtube.com
[5] crooksandliars.com
[4] lemonde.fr
[4] lefigaro.fr
[4] williamquincybelle.com
[2] co.uk
[2] msn.com
[1] brasil247.com

Top Domains in Tweet in G6:
[12] twitter.com
[1] midilibre.fr

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

Top Domains in Tweet in G8:
[11] twitter.com
[8] lemonde.fr
[7] leparisien.fr
[1] nfaap.org
[1] liberation.fr

Top Domains in Tweet in G9:
[1] sciencebasedmedicine.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[198] antivax
[27] philippot
[23] antipass
[23] giletsjaunes
[20] covid19
[14] antivaxx
[12] coronavirus
[12] djokovic
[11] omicron
[11] florianphilippot



Top Hashtags in Tweet in G2:
[3] antimandate
[3] antivax
[1] foxnews

Top Hashtags in Tweet in G3:
[3] covid_19
[1] antivax

Top Hashtags in Tweet in G4:
[37] antivax
[4] antipass
[4] covid
[3] truckersforfreedom2022
[3] covid19
[2] trans
[2] vacinasim
[2] covid_19
[2] vaccination
[2] pandemia

Top Hashtags in Tweet in G6:
[7] antivax
[3] antipass
[2] covid19
[1] cqfd
[1] jyvoisplusclair
[1] noussachons
[1] loser
[1] djokovic
[1] convoisdelaliberté
[1] tousanticovid

Top Hashtags in Tweet in G7:
[1] giletsjaunes
[1] violencespolicieres
[1] justicefiscale
[1] rendslisfdabord

Top Hashtags in Tweet in G8:
[8] coronavirus
[8] antivax
[4] aucunelogique
[3] sectenousvoila
[1] covidiots
[1] qanon
[1] perronne
[1] holdup
[1] complotiste
[1] annecy

Top Hashtags in Tweet in G10:
[1] socialmedia
[1] linkedin
[1] internet
[1] désinformation

Top Words
Top Words in Tweet in Entire Graph:
[6187] antivax
[1262] protests
[1210] suis
[1191] tout
[776] racismo
[776] empresa
[776] expor
[776] bandeiras
[774] tesla
[774] investigada

Top Words in Tweet in G1:
[766] tesla
[766] investigada
[766] racismo
[766] empresa
[766] acusada
[766] expor
[766] suásticas
[766] bandeiras
[766] confederados
[766] neuralink

Top Words in Tweet in G2:
[1204] protests
[732] antivax
[697] rudepundit
[650] difference
[650] black
[650] blm
[572] between
[524] here's
[524] lives
[524] matter

Top Words in Tweet in G3:
[1076] suis
[1011] tout
[633] antivax
[571] revoltes
[569] comment
[568] devenu
[507] contre
[506] vacciné
[505] thread
[505] d'abord

Top Words in Tweet in G4:
[474] antivax
[46] covid
[43] não
[39] people
[37] #antivax
[34] em
[33] eu
[29] os
[27] anti
[22] uma

Top Words in Tweet in G5:
[385] antivax
[385] vacinado
[384] rembodinho
[384] incrível
[384] caso
[384] república
[384] mas
[384] tem
[384] família
[384] nazista

Top Words in Tweet in G6:
[151] antivax
[102] f_philippot
[31] être
[31] parrainage
[29] ont
[29] antipass
[27] c'est
[26] divizio1
[24] autres
[23] aux

Top Words in Tweet in G7:
[236] antivax
[230] pygarguepirate
[215] macron
[214] dénonçait
[214] quand
[213] rappelle
[213] toute
[213] clique
[213] tyrannie
[213] 151

Top Words in Tweet in G8:
[133] antivax
[35] sont
[30] fraslin
[30] mais
[27] ce
[27] c'est
[24] ça
[19] fait
[16] tout
[15] vaccin

Top Words in Tweet in G9:
[207] antivax
[197] stphnmaher
[197] overwrought
[197] american
[197] coverage
[197] emergency
[197] include
[197] context
[197] source
[197] bullshit

Top Words in Tweet in G10:
[186] antivax
[168] le___doc
[161] aux
[159] expliquer
[159] l'intérêt
[159] vaccins
[12] vie
[12] sociale
[11] été
[11] privés

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[774] tesla,investigada
[774] investigada,racismo
[774] racismo,empresa
[774] empresa,acusada
[774] acusada,expor
[774] expor,suásticas
[774] suásticas,bandeiras
[774] bandeiras,confederados
[774] confederados,neuralink
[774] neuralink,torturando

Top Word Pairs in Tweet in G1:
[766] tesla,investigada
[766] investigada,racismo
[766] racismo,empresa
[766] empresa,acusada
[766] acusada,expor
[766] expor,suásticas
[766] suásticas,bandeiras
[766] bandeiras,confederados
[766] confederados,neuralink
[766] neuralink,torturando

Top Word Pairs in Tweet in G2:
[650] blm,protests
[551] antivax,protests
[524] here's,difference
[524] difference,between
[524] between,black
[524] black,lives
[524] lives,matter
[524] matter,antivax
[524] protests,blm
[523] protests,response

Top Word Pairs in Tweet in G3:
[568] comment,suis
[568] suis,devenu
[568] devenu,antivax
[505] thread,comment
[505] antivax,tout
[505] tout,d'abord
[505] d'abord,sachez
[505] sachez,suis
[505] suis,vacciné
[505] vacciné,contre

Top Word Pairs in Tweet in G4:
[12] os,antivax
[9] antivax,movement
[8] antivax,people
[7] antivax,covid
[7] antivax,truckers
[6] antivax,falando
[6] antivax,antimask
[6] anti,vax
[5] antivax,anti
[5] ils,ont

Top Word Pairs in Tweet in G5:
[385] antivax,vacinado
[384] incrível,caso
[384] caso,república
[384] república,mas
[384] mas,tem
[384] tem,família
[384] família,nazista
[384] nazista,pardo
[384] pardo,antivax
[383] rembodinho,incrível

Top Word Pairs in Tweet in G6:
[28] antivax,antipass
[21] seul,parrainage
[21] f_philippot,divizio1
[20] dénombre,42
[20] 42,433
[20] 433,parrains
[20] parrains,potentiels
[20] potentiels,candidats
[20] candidats,l'élysée
[20] l'élysée,f_philippot

Top Word Pairs in Tweet in G7:
[213] rappelle,toute
[213] toute,clique
[213] clique,antivax
[213] antivax,dénonçait
[213] dénonçait,tyrannie
[213] tyrannie,macron
[213] macron,quand
[213] quand,151
[213] 151,lycéens
[213] lycéens,mantes

Top Word Pairs in Tweet in G8:
[9] d'extrême,droite
[8] #coronavirus,flyers
[8] flyers,site
[8] site,antivax
[8] antivax,estcequejemevaccine
[8] estcequejemevaccine,sont
[8] sont,aussi
[8] aussi,arrivés
[8] arrivés,boîtes
[8] boîtes,mon

Top Word Pairs in Tweet in G9:
[197] overwrought,american
[197] american,coverage
[197] coverage,emergency
[197] emergency,include
[197] include,context
[197] context,source
[197] source,antivax
[197] antivax,bullshit
[197] bullshit,put
[196] stphnmaher,overwrought

Top Word Pairs in Tweet in G10:
[160] aux,antivax
[159] expliquer,l'intérêt
[159] l'intérêt,vaccins
[159] vaccins,aux
[158] le___doc,expliquer
[12] vie,sociale
[11] été,privés
[9] sociale,cause
[8] cas,où
[8] où,l'éthique

Top Replied-To
Top Replied-To in Entire Graph:
@f_philippot
@bfmtv
@ayo_monk
@bbcbrasil
@sandrin16854987
@slpng_giants_pt
@janainadobrasil
@maarten_antivax
@gregtabibian
@helenjaneadkins

Top Replied-To in G1:
@4shu1
@beroberocorreia

Top Replied-To in G2:
@shannonkelseyc1
@rudepundit
@rebeccawatson
@ognurseratchet

Top Replied-To in G3:
@mariahayek78
@revoltes
@sanford_scolex
@nath29021
@dr_l_alexandre
@terryfox007
@pivoine2704
@ricogoth
@arlich12
@rhume19

Top Replied-To in G5:
@rembodinho

Top Replied-To in G6:
@f_philippot
@jul_deschateaux
@damien63934144
@gerardaraud
@midilibre
@valkphotos
@anthf8
@sandrafellous_
@patriceroiz
@songsa93

Top Replied-To in G7:
@pygarguepirate
@blaisecendras
@lanarnasser
@pwnine_
@sunsi_blanka
@g_jsp6
@s3venteencoeur

Top Replied-To in G8:
@sandrin16854987
@fraslin
@annickbolo
@superdiabolo777
@sonic_urticant
@bluebir58889827
@celcinat
@lab58
@renkatroussier
@christinegaud14

Top Replied-To in G9:
@stphnmaher
@hail_to_earth
@canadaleft
@resistwoke
@debeauxos1
@toulastake

Top Replied-To in G10:
@le___doc
@chambjoe
@scaglia83
@qdupique
@mintakamintaka
@dnatweets
@patjnest
@agapanthe85
@edw_tweet
@2000vincent1

Top Mentioned
Top Mentioned in Entire Graph:
@riquesampaio
@rudepundit
@revoltes
@rembodinho
@pygarguepirate
@stphnmaher
@le___doc
@france_soir
@f_philippot
@nath29021

Top Mentioned in G1:
@riquesampaio
@beroberocorreia
@nelson_rcruz

Top Mentioned in G2:
@rudepundit
@johnrmoffitt
@shannonkelseyc1
@rcrockett
@tankarchist
@rebeccawatson
@captn_blood

Top Mentioned in G3:
@revoltes
@nath29021
@zemmoureric
@bouliboulibouli
@blmasquesoff
@leaastree
@meunierpatric11
@nojab69
@bastien_tell
@france_soir

Top Mentioned in G4:
@wqbelle
@traptinamerica
@jp_moinet
@mich33bm
@shanegrochala
@elotro62084723
@mybfismytwin
@_miphasgrace_
@mockumatrix
@oskywosky

Top Mentioned in G5:
@rembodinho
@riquesampaio

Top Mentioned in G6:
@f_philippot
@divizio1
@brunomasure
@cab2626
@oliv_lisle
@yvespdb
@veroniquegenest
@cabirolgerard
@yoann_iv
@pbriday

Top Mentioned in G7:
@pygarguepirate
@lucieguimier
@valen_thym
@s3venteencoeur
@reomirem

Top Mentioned in G8:
@fraslin
@arikouts
@nathanpsmad
@amelie_for_you
@barriere_dr
@jessiesummer
@nc_vert
@tovarichlama
@jack_kalifa
@sq178kin

Top Mentioned in G9:
@stphnmaher
@rudepundit
@kimberleetweet1
@resistwoke
@mpjulian

Top Mentioned in G10:
@le___doc
@edw_tweet
@lemondefr
@imnotyelling
@missperelin
@abu_sofiane
@sagasombre55
@dnatweets
@craftlebon
@patjnest

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@edinburghwatch
@teamyoutube
@loupo85
@tadeu_alves
@m2bliquis
@phillip92321
@bannerite
@limportant_fr
@wrikent3500

Top Tweeters in G1:
@fernandocesar77
@cristophernunxs
@jardim_da_v
@jonassmarques
@tearyouaprt
@glabedadislexia
@fabiano_30
@anandaporto
@champz_13
@gallyfornia

Top Tweeters in G2:
@kenkircher1
@rcrockett
@metaquest
@briangrnotabot
@rhonda_harbison
@tottenbill
@rleas
@janattheocean
@lkjtexas
@eclecticbrotha

Top Tweeters in G3:
@threadreaderapp
@m2bliquis
@mariabadin18
@madrynha2012
@brunedrot
@mfennormandie
@astsof
@levyloiseau
@escal177r
@philippecombaut

Top Tweeters in G4:
@drpatfarrell
@inky_mark
@rf_jenkins
@_nelsoncezar
@jjonasbrotherz
@dophin11
@iamjadebrieanne
@danitegon
@taufiqhelios
@patwhite70

Top Tweeters in G5:
@tadeu_alves
@silvrib
@warley_lopes
@elisetepena
@denisesq
@ovelhavermelha7
@frmarchetaria
@leandrapio
@iscoelho5046
@sevendade

Top Tweeters in G6:
@she534
@lunace2pama
@yvespdb
@basile061
@bourganne
@joe_le_zef
@sandrafellous_
@jihel93
@samizokouhei
@myriamjerome

Top Tweeters in G7:
@spaceflowerboat
@val_do
@smash_ondeck
@_bamakoise
@laurent_weppe
@ihrma_
@kalyssyachou4
@cryfortaeyong
@cameliane_r
@pagopog

Top Tweeters in G8:
@alain_co
@maitre_eolas
@fraslin
@mingusienne
@france24_fr
@otecam92
@florthense
@tymaou7
@josavigneau
@letuscomment

Top Tweeters in G9:
@wrikent3500
@1loriking
@debeauxos1
@suepeac
@suestroud
@uncleree1
@katydogcrazy
@boogwinchester
@davaldod
@anniegirl1138

Top Tweeters in G10:
@lemondefr
@lauredemontalem
@rufette
@papeekaboo
@tisseringendarm
@fabhendriksen
@le___doc
@rfanciola
@meli31melo97
@bertrandgtv


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