antivaxx, Twitter, 8/13/2022 3:25:36 PM, 279969


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antivaxx_2022-08-13_08-00-01.xlsx
antivaxx_2022-08-13_08-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
antivaxx via NodeXL https://bit.ly/3C0aTLN
@drrjchapman
@slpng_giants_fr
@fanazelda
@wargonm
@tommyba77
@tylerblack32
@sleepyknave
@debunkeretoiles
@delamare41
@jonathanstea

Top hashtags:
#antivaxx
#vaccineinjured
#covid
#covid19
#antivaxxers
#votetactically
#gtto

Description:
Description
The graph represents a network of 8,777 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, 13 August 2022 at 15:05 UTC.

The requested start date was Saturday, 13 August 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, 24-minute period from Saturday, 30 July 2022 at 00:12 UTC to Friday, 12 August 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 : 8777
Unique Edges : 4552
Edges With Duplicates : 10606
Total Edges : 15158
Number of Edge Types : 5
Tweet : 628
Replies to : 1839
Mentions : 3359
MentionsInRetweet : 4950
Retweet : 4382
Self-Loops : 684
Reciprocated Vertex Pair Ratio : 0.00692520775623269
Reciprocated Edge Ratio : 0.0137551581843191
Connected Components : 1112
Single-Vertex Connected Components : 297
Maximum Vertices in a Connected Component : 5091
Maximum Edges in a Connected Component : 10806
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 6.912153
Graph Density : 0.000113259057686717
Modularity : 0.548679
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 8,777 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, 13 August 2022 at 15:05 UTC.

The requested start date was Saturday, 13 August 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, 24-minute period from Saturday, 30 July 2022 at 00:12 UTC to Friday, 12 August 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
[7] https://twitter.com/g0ingmad/status/1554131763991027718
[5] https://www.cbsnews.com/news/polio-virus-hundreds-of-infections-possible-new-york-health-department/
[5] https://www.washingtonpost.com/opinions/2022/08/04/alex-jones-sandy-hook-texts-irony/?tid=ss_tw
[5] https://www.gofundme.com/f/washington-state-patrol-trooper
[4] https://twitter.com/juulcob/status/1553129499977519116
[3] https://donorbox.org/restore-religious-liberty-in-connecticut?fbclid=IwAR3c-guUlPP5cQvkEQ4GQe7cqDYuwJndKiBzeHe-xsFrHfOl0DeR5nNqwI4&fs=e&s=cl
[3] https://www.bbc.com/news/health-62492784
[3] https://www.williamquincybelle.com/2022/01/covid-premise-of-antis.html
[3] https://www.williamquincybelle.com/2022/01/covid-19-what-would-you-do.html

Top URLs in Tweet in G2:
[2] https://www.eurotopics.net/fr/285963/autriche-harcelee-par-des-antivax-une-medecin-se-suicide
[2] https://twitter.com/DDupagne/status/1554788598540550145
[1] https://twitter.com/Oldboatie/status/1557469210678333442
[1] https://twitter.com/frcsbraun/status/1552722679542816769
[1] https://twitter.com/leparisien_93/status/1553962094726447105
[1] https://twitter.com/verity_france/status/1554516535477211136
[1] https://twitter.com/sarah_spritz/status/1554045537984421888
[1] https://twitter.com/laurence2929b/status/1556230203998879745
[1] https://twitter.com/wargonm/status/1528317454342139904
[1] https://twitter.com/antoinebondaz/status/1554543323184070656

Top URLs in Tweet in G3:
[1] https://twitter.com/lisa_iannattone/status/1555753582028365825
[1] https://twitter.com/scientist_pop/status/1556022254475087875
[1] https://twitter.com/lensiseethrough/status/1557993731508273152
[1] https://twitter.com/TamiBone/status/1556703711719735299
[1] https://twitter.com/TheMilkBarTV/status/1557506529842298880?s=20&t=rQSI7RXY06abHbydpGXeSw
[1] https://twitter.com/vikilovesfacs/status/1556352663729672197
[1] https://twitter.com/HogbertHedgehog/status/1557439379383193601

Top URLs in Tweet in G4:
[6] https://twitter.com/g0ingmad/status/1554131763991027718
[3] https://twitter.com/juulcob/status/1553129499977519116
[2] https://twitter.com/BFMTV/status/1553713126700449792
[2] https://www.cbc.ca/news/world/alex-jones-sandy-hook-defamation-1.6541691
[2] https://www.cbsnews.com/news/polio-virus-hundreds-of-infections-possible-new-york-health-department/
[2] https://twitter.com/dcmadness202/status/1555917382111084544
[2] https://twitter.com/RLe_boursicault/status/1557158885970116613
[1] https://twitter.com/redrun_/status/1552907371239784453
[1] https://twitter.com/monkeypoxtally/status/1553138211039416320
[1] https://twitter.com/ikeudanz/status/1552928430744043520

Top URLs in Tweet in G5:
[2] https://fr.m.wiktionary.org/wiki/antivax
[1] https://www.youtube.com/watch?v=jGKvFeE44-s&feature=youtu.be

[1] https://twitter.com/drlisamaria/status/1541518920867258368
[1] https://twitter.com/laurentsegnis/status/1556192289696931840
[1] https://twitter.com/f_philippot/status/1239165517400805377
[1] https://www.ouest-france.fr/monde/guerre-en-ukraine/antivax-pro-russes-meme-combat-pourquoi-une-partie-des-complotistes-soutient-vladimir-poutine-8a9df980-ae75-11ec-835a-3d4944813049

Top URLs in Tweet in G6:
[5] https://www.washingtonpost.com/opinions/2022/08/04/alex-jones-sandy-hook-texts-irony/?tid=ss_tw
[1] https://twitter.com/Norm_Farrell/status/1555646311671615489
[1] https://twitter.com/CaulfieldTim/status/1553775850146840577
[1] https://www.huffpost.com/entry/alex-jones-verdict-sandy-hook-defamation_n_62ebdf73e4b09fecea4bf60e?utm_source=Sailthru&utm_medium=email&utm_campaign=Morning%20Email%2C%208-5-2022&utm_term=us-morning-email

Top URLs in Tweet in G7:
[1] https://twitter.com/missacacia9/status/1556286126104748033

Top URLs in Tweet in G9:
[1] https://twitter.com/RitchSeem/status/1554845025078501376
[1] https://twitter.com/jorient/status/1097871508834181120
[1] https://twitter.com/benmazer/status/1553362339004649472

Top URLs in Tweet in G10:
[1] https://www.tvanouvelles.ca/2022/08/07/80-000-touristes-coinces-sur-une-ile-apres-des-cas-de-covid
[1] https://twitter.com/g0ingmad/status/1554131763991027718
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41584-021-00709-9
[1] https://fr.m.wikipedia.org/wiki/Controverse_sur_la_vaccination

Top Domains
Top Domains in Tweet in Entire Graph:
[284] twitter.com
[20] williamquincybelle.com
[10] youtube.com
[9] etsy.com
[8] washingtonpost.com
[6] cbsnews.com
[6] gofundme.com
[3] theguardian.com
[3] donorbox.org
[3] bbc.com

Top Domains in Tweet in G2:
[36] twitter.com
[2] eurotopics.net
[1] lavoixdunord.fr
[1] lastampa.it
[1] ilfattoquotidiano.it
[1] duckduckgo.com
[1] xn--vaccine-gya.sa
[1] reddit.com
[1] gouv.fr
[1] leparisien.fr

Top Domains in Tweet in G3:
[7] twitter.com

Top Domains in Tweet in G4:
[111] twitter.com
[3] theguardian.com
[3] cbsnews.com
[2] youtube.com
[2] washingtonpost.com
[2] cbc.ca
[1] salon.com
[1] novinky.cz
[1] marianne.net
[1] sargasso.nl

Top Domains in Tweet in G5:
[3] twitter.com
[2] wiktionary.org
[1] youtube.com
[1] ouest-france.fr

Top Domains in Tweet in G6:
[5] washingtonpost.com
[2] twitter.com
[1] huffpost.com

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

Top Domains in Tweet in G9:
[3] twitter.com

Top Domains in Tweet in G10:
[1] tvanouvelles.ca
[1] twitter.com
[1] nature.com
[1] wikipedia.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[373] antivaxx
[118] vaccineinjured
[47] covid
[28] covid19
[26] antivaxxers
[25] votetactically
[25] gtto
[14] conspiracy
[12] antimask
[12] macron



Top Hashtags in Tweet in G2:
[18] antivaxx
[12] macron
[2] antimacron
[2] fachos
[2] patriochiottes
[2] covid
[2] metoo
[2] autriche
[2] anti
[1] antipasssanitaire

Top Hashtags in Tweet in G3:
[5] antivaxx
[3] cranks
[2] grifters
[1] antimask
[1] antivaxxers
[1] antiscience
[1] onpoli

Top Hashtags in Tweet in G4:
[37] antivaxx
[5] antivaxxers
[4] covid19
[3] antivax
[3] antivaxxer
[3] polio
[2] covid
[2] fail
[2] corona
[2] qanon

Top Hashtags in Tweet in G5:
[96] antivaxx
[1] antipasssanitaire
[1] complotistes
[1] fachos
[1] tousconcernã©s
[1] allosegur
[1] nupes

Top Hashtags in Tweet in G6:
[15] antivaxx
[2] alexjones
[1] thebiglie
[1] misinformation
[1] biglie
[1] antipoison
[1] homeopathy

Top Hashtags in Tweet in G7:
[80] antivaxx

Top Hashtags in Tweet in G8:
[116] vaccineinjured
[1] antivaxx

Top Hashtags in Tweet in G9:
[5] 1f5ff
[2] antivaxxers
[2] fail
[2] antivaxx
[1] usforthem
[1] hartleaks
[1] sovereigncitizens
[1] kgbnews
[1] makeitmakesense
[1] failagain

Top Hashtags in Tweet in G10:
[5] antivaxx
[3] pcq
[1] influence
[1] ontevoit
[1] propoutine
[1] carottes
[1] antivax
[1] fakemed
[1] russianbot
[1] russianagent

Top Words
Top Words in Tweet in Entire Graph:
[5852] antivaxx
[2762] drrjchapman
[2672] ideology
[2602] covid
[2588] movement
[2564] much
[2436] think
[2397] gets
[2395] become
[2391] widespread

Top Words in Tweet in G1:
[2750] antivaxx
[2743] drrjchapman
[2652] ideology
[2376] much
[2375] older
[2374] widespread
[2374] covid
[2373] movement
[2372] become
[2372] think

Top Words in Tweet in G2:
[409] antivaxx
[195] wargonm
[116] mais
[99] lâ
[99] tous
[98] dâ
[96] quand
[84] ce
[74] jours
[70] câ

Top Words in Tweet in G3:
[84] antivaxx
[12] alex_on_a14
[11] mcfunny
[11] people
[10] mpc_xetts
[10] andrewlazarus4
[10] skepticalmutant
[9] mr_magoo5
[9] carlsmythe
[9] krebiozen

Top Words in Tweet in G4:
[271] antivaxx
[37] #antivaxx
[22] covid
[16] people
[15] vaccine
[15] vaccinated
[15] polio
[14] eu
[14] being
[14] anti

Top Words in Tweet in G5:
[115] slpng_giants_fr
[108] par
[99] antivaxx
[98] mã
[96] mort
[96] #antivaxx
[94] decin
[93] autrichienne
[93] harcelã
[93] menacã

Top Words in Tweet in G6:
[122] charlesadler
[122] much
[120] being
[119] toxic
[119] trash
[119] human
[119] tolerate
[119] embrace
[119] part
[119] today's

Top Words in Tweet in G7:
[83] rg7592
[80] #antivaxx
[61] antivaxx
[54] ce
[43] sont
[41] vaccin
[40] twitter
[39] censurer
[39] rejettent
[39] produit

Top Words in Tweet in G8:
[117] life
[116] personally
[116] know
[116] several
[116] #vaccineinjured
[116] people
[116] social
[116] media
[116] circles
[116] each

Top Words in Tweet in G9:
[77] antivaxx
[28] badlawteam
[21] lies
[14] climate
[14] change
[13] yeadon
[13] thereclaimparty
[13] svphillimore
[12] mike
[11] appalling

Top Words in Tweet in G10:
[70] antivaxx
[16] comme
[15] ce
[14] c'est
[12] sont
[12] tait
[11] encore
[11] complotistes
[10] dire
[10] haldol

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2670] antivaxx,ideology
[2392] drrjchapman,antivaxx
[2389] widespread,covid
[2388] movement,much
[2387] ideology,become
[2387] become,widespread
[2387] covid,think
[2387] think,gets
[2387] gets,forgotten
[2387] forgotten,movement

Top Word Pairs in Tweet in G1:
[2651] antivaxx,ideology
[2377] drrjchapman,antivaxx
[2374] widespread,covid
[2372] ideology,become
[2372] become,widespread
[2372] covid,think
[2372] think,gets
[2372] gets,forgotten
[2372] forgotten,movement
[2372] movement,much

Top Word Pairs in Tweet in G2:
[73] mais,antivaxx
[71] tous,jours
[70] quand,signale
[70] signale,interieur_gouv
[70] interieur_gouv,pharos
[70] pharos,propose
[70] antivaxx,menacent
[70] menacent,tuer
[70] tuer,tous
[69] wargonm,quand

Top Word Pairs in Tweet in G3:
[8] paramaniac9,theonew16516042
[8] theonew16516042,expose_the_dog
[6] djchicus,chimera414
[6] fadgesniffer,jameslynchgtc
[6] expose_the_dog,dominos20076133
[6] dann58638436,williammarsward
[6] williammarsward,newsouthphoto
[6] newsouthphoto,volpiranyas
[6] volpiranyas,frosty69b
[6] frosty69b,kevinault

Top Word Pairs in Tweet in G4:
[6] being,antivaxx
[5] antivaxx,pro
[4] conspiracy,theories
[4] #antivaxxers,#antivaxx
[4] antivaxx,moms
[4] antivaxx,movement
[4] antivaxx,anti
[3] antivaxx,eu
[3] many,people
[3] another,antivaxx

Top Word Pairs in Tweet in G5:
[94] mã,decin
[93] decin,autrichienne
[93] autrichienne,harcelã
[93] harcelã,menacã
[93] menacã,mort
[93] mort,par
[93] par,#antivaxx
[93] #antivaxx,durant
[93] durant,mois
[93] mois,vivait

Top Word Pairs in Tweet in G6:
[119] much,toxic
[119] toxic,trash
[119] trash,human
[119] human,being
[119] being,tolerate
[119] tolerate,embrace
[119] embrace,part
[119] part,today's
[119] today's,movement
[119] movement,conservativism

Top Word Pairs in Tweet in G7:
[39] censurer,#antivaxx
[39] #antivaxx,rejettent
[39] rejettent,produit
[39] produit,chimique
[38] ce,sont
[38] rg7592,twitter
[27] twitter,qualifiã
[27] qualifiã,censurer
[27] chimique,expã
[27] expã,rimental

Top Word Pairs in Tweet in G8:
[116] personally,know
[116] know,several
[116] several,#vaccineinjured
[116] #vaccineinjured,people
[116] people,life
[116] life,social
[116] social,media
[116] media,circles
[116] circles,each
[116] each,one

Top Word Pairs in Tweet in G9:
[15] antivaxx,lies
[14] climate,change
[9] mike,yeadon
[9] change,denial
[8] piers,corbyn
[7] bob,moran
[7] jota,aviation
[5] ros,antivaxx
[5] antivaxx,speaking
[5] speaking,behalf

Top Word Pairs in Tweet in G10:
[8] ta,yeule
[7] antivaxx,complotistes
[6] haldol,antivaxx
[6] complotistes,dire
[6] dire,ta
[6] yeule,quelqu
[6] quelqu,ce
[6] ce,élégant
[6] élégant,comme
[6] comme,pouvez

Top Replied-To
Top Replied-To in Entire Graph:
@divizio1
@bfmtv
@gg_rmc
@blemontd
@foxnews
@chamchamat
@yvespdb
@debunkeretoiles
@haldol
@gilseb78

Top Replied-To in G1:
@drrjchapman
@desidocmi
@breaksboards

Top Replied-To in G2:
@divizio1
@chamchamat
@verity_france
@tard4bernadette
@mediapart
@geoffreyguelton
@fcouilbault1
@thezazabelle
@lolilapopa
@antipassnico

Top Replied-To in G3:
@jonathanhannah
@4th_system
@rowdykate2
@bitcoinbum2
@suesue2point0
@nytruthbot
@manogov
@thefreds
@boogscum
@jcroughdiamonds

Top Replied-To in G4:

Top Replied-To in G5:
@debunkeretoiles
@tango_swing
@cov_copperfield
@nadya_lou006
@antevaxxeuse
@cit_dechue
@chams_eden_m
@christophesage
@kokoboho11
@jeandefiant

Top Replied-To in G6:
@charlesadler
@neutralbipolar
@woo_detector

Top Replied-To in G7:
@blemontd
@p_duval
@papanours60
@cestencoremoi__
@mireillewebber
@roza_batata
@fils2psy
@f_philippot
@krystof1976
@christianparzi1

Top Replied-To in G9:
@britainfree
@martindaubney
@svphillimore
@gillygen
@chrisbizarre2
@jmliterary
@thecoastguy
@jamesmelville
@badlawteam
@beerinstemglass

Top Replied-To in G10:
@haldol
@laurencepino
@saathe
@djelle_
@tvanouvelles
@danieldepapel2
@hackedyayonne11
@domcorner3
@sonyrenaud
@youllalwayswal1

Top Mentioned
Top Mentioned in Entire Graph:
@drrjchapman
@wargonm
@charlesadler
@slpng_giants_fr
@erichhartmann
@rg7592
@interieur_gouv
@ajthedonut
@tanjamaier17
@divizio1

Top Mentioned in G1:
@drrjchapman
@desidocmi
@fringon
@fierymistress

Top Mentioned in G2:
@wargonm
@interieur_gouv
@divizio1
@mediapart
@alblevert
@florianj69
@amelie_for_you
@marsallon
@leparisien_pol
@le_parisien

Top Mentioned in G3:
@alex_on_a14
@mcfunny
@mpc_xetts
@andrewlazarus4
@skepticalmutant
@mr_magoo5
@carlsmythe
@tonybaduy
@theonew16516042
@breezergalway

Top Mentioned in G4:
@alphacentauriii
@ericabbenante
@barbelon

Top Mentioned in G5:
@slpng_giants_fr
@debunkeretoiles
@valeriecg
@le___doc
@lequipe
@gregtabibian
@wargonm
@divizio1
@fauacakyaoau
@tristanmf

Top Mentioned in G6:
@charlesadler
@eatsfood2
@caulfieldtim
@brianjeanab
@cindylynn_
@theworldindex

Top Mentioned in G7:
@rg7592
@biloubiel03
@papanours60
@f_philippot
@lepretretony
@cdricnoel92
@blemontd
@lastbaboon
@rene_chiche
@divizio1

Top Mentioned in G8:
@erichhartmann

Top Mentioned in G9:
@badlawteam
@thereclaimparty
@svphillimore
@elle_ham06
@bobscartoons
@stjohnschambers
@gorskon
@jhowardbrainmd
@thephagroup
@jotasport

Top Mentioned in G10:
@hackedyayonne11
@tvanouvelles
@stephanemhamel
@haldol
@e_duhaime
@laurencepino
@lemirepierrot
@eunoia_sentry
@francoislegault
@agnesbuzyn

Top Tweeters
Top Tweeters in Entire Graph:
@_redfrog
@britpoptarts
@lizditz
@minhkular
@ansisegle
@marclandes40
@astwisa
@suhnnflowers
@mr_luck07
@she534

Top Tweeters in G1:
@lizditz
@astwisa
@suhnnflowers
@mr_luck07
@brendahazelhur1
@mvbrat91
@emccoy_writer
@lianabrooks
@bad_woof
@shayz0rz

Top Tweeters in G2:
@marclandes40
@she534
@bourganne
@le_parisien
@nordsud6213
@basile061
@proftoujours
@dascritch
@joe_le_zef
@florthense

Top Tweeters in G3:
@paulwiggins
@rolo_tamasi
@scepticalaussie
@_mamadeb
@monstercoyliar
@fillmorewhite
@coastgirl34
@takethatct
@mcfunny
@breezergalway

Top Tweeters in G4:
@disguisedevilin
@cadetkb
@lauowolf
@annejowrites
@activistbowen2
@carine_cobalt
@bledwine
@medelguer
@yovcheko
@eye4msu

Top Tweeters in G5:
@rousseauagnes
@sommelier50
@grooverblog
@52fabienne
@vilain_pabo
@lequipe
@davlefou
@arlette_bendl
@starryvibes
@dracoalpestris

Top Tweeters in G6:
@frazzling
@beverlyfolkers
@hopealdridge
@maxamaxim
@codienec
@gail_sloane
@bugjudy
@bobittyboop
@stuckncalgary
@forsyth_barb

Top Tweeters in G7:
@veritebeaute
@defredfred
@guyletyn
@je67jean
@cosetterusso
@shamobankiva66
@fils2psy
@heleneleontine
@dobeulclic
@tib2407

Top Tweeters in G8:
@markwrightuk88
@missvalca
@sam10k
@skyhighever
@greatestevermd
@cheristired
@arkancided
@jcperales
@hassaanhch
@leoniedelt

Top Tweeters in G9:
@kirkmurphy
@dailymailuk
@michaelrosenyes
@iromg
@thetimes
@ggriffithsbrown
@ehrgeiztv
@marcusfitzsimon
@ritapanahi
@clarkemicah

Top Tweeters in G10:
@tvanouvelles
@frawsy2010
@evecatherine_
@wezeau1
@m_renee
@frajud12
@lemirepierrot
@fredbourget
@saathe
@b_scotto