antivaxx, Twitter, 9/10/2022 9:23:10 PM, 281669


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antivaxx_2022-09-10_08-00-01.xlsx
antivaxx_2022-09-10_08-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 10, 2022
Short Description:
antivaxx via NodeXL https://bit.ly/3eFLsWq
@alexalvarova
@clbear31
@wargonm
@nilikm
@reacharoundu
@fillmorewhite
@monkeynaut1966
@pmtw1173
@veroniquerumml1
@melman8666

Top hashtags:
#covid19
#antivaxx
#ars
#toulouse
#covid
#conspiracy
#vaccine
#shot
#vaxx
#woke

Description:
Description
The graph represents a network of 5,569 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, 10 September 2022 at 15:11 UTC.

The requested start date was Saturday, 10 September 2022 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, 17-hour, 7-minute period from Saturday, 27 August 2022 at 00:30 UTC to Friday, 09 September 2022 at 17:37 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 : 5569
Unique Edges : 3510
Edges With Duplicates : 4636
Total Edges : 8146
Number of Edge Types : 5
Tweet : 392
Mentions : 2219
Retweet : 1930
MentionsInRetweet : 2315
Replies to : 1290
Self-Loops : 418
Reciprocated Vertex Pair Ratio : 0.00487621905476369
Reciprocated Edge Ratio : 0.00970511384845092
Connected Components : 842
Single-Vertex Connected Components : 212
Maximum Vertices in a Connected Component : 2636
Maximum Edges in a Connected Component : 4842
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.305178
Graph Density : 0.000172793047721067
Modularity : 0.65428
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,569 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, 10 September 2022 at 15:11 UTC.

The requested start date was Saturday, 10 September 2022 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, 17-hour, 7-minute period from Saturday, 27 August 2022 at 00:30 UTC to Friday, 09 September 2022 at 17:37 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:
[8] https://etsy.com/CyanideSmileClothing/listing/1065324369
[4] https://libertynow.world/
[3] https://www.abc.net.au/news/2022-08-27/moderna-sues-pfizer-for-patent-infringement-over-covid-vaccine/101378992
[3] https://www.bluestemprairie.com/bluestemprairie/2022/08/scott-jensen-to-speak-again-at-vaccine-awareness-global-health-freedom-summit.html
[3] https://trib.al/1ZOsYBQ
[2] https://www.gofundme.com/f/washington-state-patrol-trooper
[2] https://fortune.com/2021/10/25/florida-police-incentive-5000-dollars-unvccinated-antivaxx-bonus/
[2] https://www.zmescience.com/science/news-science/antivaxx-kremlin-propaganda-220232022/
[2] https://www.sorryantivaxxer.com/post/ernest-russell-ruiz-54-las-cruces-new-mexico-pharmacy-tech-antivaxx-dead-from-covid
[2] https://twitter.com/AldoSterone111/status/1566362789429608448

Top URLs in Tweet in G1:
[1] https://solariadvisors.com/catherine-austin-fitts/

Top URLs in Tweet in G3:
[1] https://twitter.com/drop_robert/status/1566193165543030784
[1] https://twitter.com/sarahcaul_ons/status/1455879272304893952
[1] https://twitter.com/5shezz4/status/1564946234833776641
[1] https://twitter.com/RealEddieHobbs/status/1564694015559311361

Top URLs in Tweet in G4:
[2] https://www.williamquincybelle.com/2022/02/covid-what-if-us-was-like-canada.html
[1] https://twitter.com/_anatc0/status/1563036929838309377
[1] https://twitter.com/CNNEE/status/1563145745926356994
[1] https://www.youtube.com/watch?v=9i_QxSepfLs

[1] https://twitter.com/luongphucnguyen/status/1563341941961461766
[1] https://twitter.com/falseST_/status/1563191939830165504
[1] https://twitter.com/qarloscuiapo/status/1563744160209063937
[1] https://twitter.com/GGCCdoc/status/1563797162697400321
[1] https://twitter.com/lightupmmylife/status/1563650926241628161
[1] https://twitter.com/LSanssion/status/1563894329017769985

Top URLs in Tweet in G5:
[1] https://twitter.com/tprincedelamour/status/1567901121489866755
[1] https://twitter.com/ChampionRobion/status/1566075145696968709
[1] https://twitter.com/wargonm/status/1564493180933967872
[1] https://twitter.com/michelerivasi/status/1565338694139097089

Top URLs in Tweet in G7:
[1] https://twitter.com/Marie08979035/status/1563580653022904320

Top URLs in Tweet in G8:
[1] https://twitter.com/adl/status/972235098853724161?lang=en
[1] https://www.respectfulinsolence.com/2021/07/20/the-nuremberg-code-gambit/
[1] https://www.cbc.ca/news/canada/toronto/york-roman-baber-ontario-covid-19-january-15-2021-1.5874606

Top URLs in Tweet in G9:
[4] https://libertynow.world/
[1] https://twitter.com/jonathanstea/status/1565518820814778368
[1] https://twitter.com/adamcifu/status/1566532552994787330
[1] https://twitter.com/FormerAntivax/status/1566806089278324736
[1] https://twitter.com/Christine_EM_/status/1434670845985701891

Top URLs in Tweet in G10:
[1] https://twitter.com/mariechoupette2/status/1492184998706880524?t=n0ZpmwUnRgkTQQBd_I3Cbw&s=19
[1] https://twitter.com/BlemontD/status/1510573622791970820?t=2cJKqk0vbv8Q2g9_dTLloQ&s=19
[1] https://twitter.com/Marc_Doyer/status/1565598168158543874
[1] https://twitter.com/MartinChat3/status/1567171427614220291?t=SKaOkDGjQWTw2i2b38UzDA&s=19
[1] https://twitter.com/pierrecallamand/status/1567213153708134401?t=r-etzRfula3C09ulfXjoGg&s=19
[1] https://www.latribune.fr/economie/union-europeenne/vaccin-anti-covid-retards-commandes-insuffisantes-valneva-s-effondre-de-plus-de-20-en-bourse-921604.html
[1] https://twitter.com/songpinganq/status/1564493998408056835/video/1
[1] https://twitter.com/le___doc/status/1564627320014622727

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[437] covid19
[259] antivaxx
[153] ars
[153] toulouse
[24] covid
[10] conspiracy
[8] vaccine
[8] shot
[8] vaxx
[6] woke



Top Hashtags in Tweet in G2:
[416] covid19

Top Hashtags in Tweet in G3:
[1] antivaxx

Top Hashtags in Tweet in G4:
[14] antivaxx
[4] covid19
[3] covid
[2] coronavirus
[2] vaccinehesitancy
[2] complotistes
[2] nopolitic
[2] noway
[2] fun
[2] lampadaire

Top Hashtags in Tweet in G5:
[3] blaireaux
[2] monkeypox
[2] polio
[2] covid19
[1] tatieconspi
[1] fatigue

Top Hashtags in Tweet in G6:
[152] ars
[152] toulouse
[152] antivaxx
[1] liberté
[1] salmanrushdie
[1] bhl

Top Hashtags in Tweet in G7:
[1] ã©nergie
[1] antivax
[1] ars
[1] toulouse
[1] antivaxx

Top Hashtags in Tweet in G8:
[3] covid19
[1] fordisfixinghealthcare
[1] cdnpoli
[1] antivaxx

Top Hashtags in Tweet in G9:
[11] antivaxx
[2] covid19

Top Hashtags in Tweet in G10:
[4] antivaxx
[1] brevesdespace
[1] complotiste
[1] fearmongers
[1] mybodymychoice
[1] nofakemed

Top Words
Top Words in Tweet in Entire Graph:
[2080] antivaxx
[1142] states
[622] dâ
[617] alexalvarova
[609] czech
[578] population
[572] pool
[571] numbers
[569] similar
[569] demografic

Top Words in Tweet in G1:
[1130] states
[613] alexalvarova
[605] czech
[567] pool
[565] population
[565] similar
[565] demografic
[565] psychographic
[565] numbers
[565] southern

Top Words in Tweet in G2:
[419] science
[418] nilikm
[417] world
[417] dying
[416] march
[416] 2020
[416] colleagues
[416] around
[416] #covid19
[416] vaccines

Top Words in Tweet in G3:
[61] antivaxx
[9] vikilovesfacs
[7] pawley_robert
[6] vaccines
[6] jneill
[6] tropes
[6] andrewlazarus4
[6] doritmi
[6] mcfunny
[6] breezergalway

Top Words in Tweet in G4:
[215] antivaxx
[29] people
[19] covid
[15] ce
[14] one
[14] #antivaxx
[14] being
[13] nã
[12] anti
[10] mais

Top Words in Tweet in G5:
[220] vaccins
[190] antivaxx
[156] wargonm
[125] débat
[115] ce
[115] comme
[114] sont
[112] public
[112] autres
[111] thread

Top Words in Tweet in G6:
[153] aux
[152] flash
[152] info
[152] l'#ars
[152] occitanie
[152] #toulouse
[152] ont
[152] enjoignant
[152] #antivaxx
[152] retirer

Top Words in Tweet in G7:
[58] antivaxx
[17] c'est
[14] comme
[13] pro
[12] bfmtv
[12] contre
[12] ce
[11] par
[9] votre
[8] complotiste

Top Words in Tweet in G8:
[61] antivaxx
[18] antimask
[12] justintrudeau
[10] fordnation
[8] science
[8] covid
[7] people
[7] nilikm
[6] anthonyfurey
[5] being

Top Words in Tweet in G9:
[48] caulfieldtim
[38] unbelievable
[38] conspiracy
[38] theories
[38] cluster
[38] yep
[38] gmo
[38] fearmongering
[38] chemtrials
[38] anti

Top Words in Tweet in G10:
[47] antivaxx
[14] ce
[11] plus
[10] c'est
[9] vaccin
[8] donc
[7] saiyanbio
[7] bien
[7] suis
[7] non

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[569] czech,population
[569] population,similar
[569] similar,pool
[569] pool,demografic
[569] demografic,psychographic
[569] psychographic,numbers
[569] numbers,southern
[569] southern,states
[569] states,states
[568] alexalvarova,czech

Top Word Pairs in Tweet in G1:
[565] czech,population
[565] population,similar
[565] similar,pool
[565] pool,demografic
[565] demografic,psychographic
[565] psychographic,numbers
[565] numbers,southern
[565] southern,states
[565] states,states
[564] alexalvarova,czech

Top Word Pairs in Tweet in G2:
[416] march,2020
[416] 2020,colleagues
[416] colleagues,around
[416] around,world
[416] world,dying
[416] dying,#covid19
[416] #covid19,vaccines
[416] vaccines,thanks
[416] thanks,science
[415] nilikm,march

Top Word Pairs in Tweet in G3:
[5] looptroop420,pbmosligo
[5] pbmosligo,pamulmul1
[5] pamulmul1,beltel
[5] beltel,nicktriggle
[4] jneill,johnwest_jaws
[4] johnwest_jaws,grumpyolddoc
[4] grumpyolddoc,sadiexshaw
[4] latics,icnarc
[4] nuhope2022,aspalaasnasntyr
[3] markdavidsonafr,angryfromeston

Top Word Pairs in Tweet in G4:
[8] being,antivaxx
[6] complotistes,antivaxx
[5] antivaxx,anti
[4] antivaxx,rhetoric
[4] antivaxx,movement
[4] antivaxx,propaganda
[3] antivaxx,ont
[3] antivaxx,pro
[3] antivaxx,sont
[3] os,antivaxx

Top Word Pairs in Tweet in G5:
[110] pourquoi,ce
[110] ce,sont
[110] sont,antivaxx
[110] antivaxx,tuent
[110] tuent,débat
[110] débat,public
[110] public,democratique
[110] democratique,vaccins
[110] vaccins,thread
[110] thread,vaccins

Top Word Pairs in Tweet in G6:
[152] flash,info
[152] info,l'#ars
[152] l'#ars,occitanie
[152] #toulouse,ont
[152] enjoignant,aux
[152] aux,#antivaxx
[152] #antivaxx,retirer
[151] lesinfirmieres1,flash
[142] occitanie,préfet
[142] préfet,#toulouse

Top Word Pairs in Tweet in G7:
[8] pro,poutine
[6] complotiste,antivaxx
[6] bfmtv,antivaxx
[4] antivaxx,pro
[4] extrãªme,droite
[4] sparklinglux,bfmtv
[4] antivaxx,c'est
[4] marie08979035,nclsfvrr
[4] nclsfvrr,nicolasberrod
[3] rã,ellement

Top Word Pairs in Tweet in G8:
[16] antivaxx,antimask
[5] antivaxx,rhetoric
[4] sipkiss100200,bogochisaac
[4] tears,woe
[4] leslynlewis,scottaaitchison
[4] scottaaitchison,equated
[4] equated,antivaxx
[4] antivaxx,nonsense
[4] nonsense,holocaust
[4] holocaust,antisemitism

Top Word Pairs in Tweet in G9:
[38] unbelievable,conspiracy
[38] conspiracy,theories
[38] theories,cluster
[38] cluster,yep
[38] yep,gmo
[38] gmo,fearmongering
[38] anti,fluoride
[37] caulfieldtim,unbelievable
[31] fearmongering,chemtrials
[31] chemtrials,anti

Top Word Pairs in Tweet in G10:
[5] ayyoubvincent,saiyanbio
[4] troll,antivaxx
[2] antivaxx,donc
[2] dites,tombez
[2] tombez,mouvence
[2] mouvence,antivaxx
[2] antivaxx,assurez
[2] assurez,fins
[2] fins,mois
[2] mois,type

Top Replied-To
Top Replied-To in Entire Graph:
@myriamhebuterne
@capitainebuffet
@esban_
@marie08979035
@looptroop420
@wargonm
@seanplunket
@ayyoubvincent
@martindaubney
@giffordm1028

Top Replied-To in G1:
@thelordpizza
@nick_carmody
@alexalvarova

Top Replied-To in G2:
@nilikm
@drvicfielding
@finchth
@craftyfeminist
@cookinmaama
@anneofkingston

Top Replied-To in G3:
@looptroop420
@drop_robert
@amber84280581
@djchicus
@judysimpson222
@luddysteve
@thiomargaritana
@callmeeonly
@drsimonashworth
@thefreds

Top Replied-To in G4:

Top Replied-To in G5:
@wargonm
@debunkmoutarde
@astynis
@cestmoistef
@myriamhebuterne
@delamare41
@unrealien1
@elinomilan1
@c_drouault
@chamchamat

Top Replied-To in G7:
@esban_
@marie08979035
@bfmtv
@mauriceiarm2022
@sparklinglux
@es_gaia
@twitwittwittwit
@georges_poisson
@sammy88249403
@huguetstephane4

Top Replied-To in G8:
@anthonyfurey
@brianlilley
@gofar8819
@pierrepoilievre
@natashafatah
@irmagerdiful
@charchar1717
@acmesalesrep
@donovanemma15
@nopotatriot

Top Replied-To in G9:
@ryanmarino
@annamerlan
@jonathanstea
@thehouseofpod
@wildtrailflow
@coeurdelamer37
@tomgriess
@elizabe82475682
@vidyaszym
@bobbertguy

Top Replied-To in G10:
@ayyoubvincent
@grablyr
@laurencepino
@wordworldwooh
@citizen4sci
@saiyanbio
@tard4bernadette
@chhayachhaya10
@leriddleur
@lupolynesia

Top Mentioned
Top Mentioned in Entire Graph:
@alexalvarova
@nilikm
@wargonm
@lesinfirmieres1
@caulfieldtim
@ryanmarino
@geoffmiami
@mikestuchbery_
@ordrespontane
@cornelwest

Top Mentioned in G1:
@alexalvarova
@europaeanus
@jamieluvsaj
@steph_boco
@sandibachom
@nick_carmody

Top Mentioned in G2:
@nilikm
@alexalvarova
@gypsydawl
@brutzki

Top Mentioned in G3:
@vikilovesfacs
@pawley_robert
@jneill
@andrewlazarus4
@doritmi
@mcfunny
@breezergalway
@shocktraumarn
@jaydenuddoman
@jonathanhannah

Top Mentioned in G4:
@smcadman
@wqbelle
@lafleurmtl

Top Mentioned in G5:
@wargonm
@l_extracteur
@mlevhardy75
@ihu_marseille
@eelv
@damkyan_omega
@lunesly_
@chamchamat
@doctolib
@alsican

Top Mentioned in G6:
@lesinfirmieres1

Top Mentioned in G7:
@bfmtv
@julienpain
@chriscottonstat
@nclsfvrr
@nicolasberrod
@grandsachoir
@verity_france
@echabriere
@totoche2112
@esban_

Top Mentioned in G8:
@justintrudeau
@fordnation
@nilikm
@scottaaitchison
@ctvnews
@bogochisaac
@strauss_matt
@leslynlewis
@anthonyfurey
@sipkiss100200

Top Mentioned in G9:
@caulfieldtim
@ryanmarino
@jonathanstea
@saikmedi
@nicolesirotek
@robertkennedyjr
@eekymom
@ecandella
@nilikm
@rmcarpiano

Top Mentioned in G10:
@saiyanbio
@le___doc
@ericbillyfr
@twitterfrance
@maxdelvallee
@thelancet
@vonderleyen
@christophesage
@wargonm
@florianj69

Top Tweeters
Top Tweeters in Entire Graph:
@rk70534
@monicasloves
@roblwilson
@_redfrog
@lizditz
@limportant_fr
@marthalynneowe1
@lechatnoire4
@jjj5819
@mayirmamay14

Top Tweeters in G1:
@roblwilson
@marthalynneowe1
@lechatnoire4
@jjj5819
@mayirmamay14
@katcapps
@sar_oso
@vedehimajumdar
@mog7546
@morgfair

Top Tweeters in G2:
@paulstewartii
@debp197
@mig30m6
@northbelle4
@ruthmkb
@kathy73921688
@arctichamster
@rosemariebrown3
@lise_latulippe
@planetscape

Top Tweeters in G3:
@johnwest_jaws
@cbcnews
@npr
@pbmosligo
@beltel
@fillmorewhite
@monstercoyliar
@latimeralder
@lalaruefrench75
@takethatct

Top Tweeters in G4:
@dascritch
@namjgguk
@mareiw1ngz
@casualcactii
@gurdur
@nicju
@lilaise
@lafleurmtl
@unosezno
@kotonoaware

Top Tweeters in G5:
@she534
@bourganne
@florthense
@nyantho
@didiermisson
@lauredemontalem
@carolinebharati
@bonuscr
@lehmanndrc
@libe

Top Tweeters in G6:
@edira2
@debrouille92
@dufailly1
@veniseviolette
@defredfred
@elyzium59
@rey_ban64
@dossantos5271
@daniesteimer
@tns15

Top Tweeters in G7:
@bfmtv
@levyloiseau
@morandiniblog
@redthebot_
@stefxav2
@kte06kte
@patricktaudiere
@julien67753394
@frexittv_twitt
@quelle_france

Top Tweeters in G8:
@nationalpost
@ctvnews
@vancouverboomer
@thetorontosun
@winter_canada
@acmesalesrep
@dogemperor
@pkb_canada
@dev1ne1
@nurseratchetm6k

Top Tweeters in G9:
@lizditz
@cocopazzo
@fagankara
@freespeechlover
@jchilton666
@doritmi
@pash22
@coimin_t
@lesstraveledby2
@kellyb20201

Top Tweeters in G10:
@uneheuredepeine
@raf97483
@le___doc
@ze_nerf_ta_mid
@red24226165
@lebon80
@mlarderius
@bob6429
@jimmurp77852985
@thierrycogne


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