antivaxx, Twitter, 7/2/2022 7:11:00 PM, 278916


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antivaxx_2022-07-02_08-00-01.xlsx
antivaxx_2022-07-02_08-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 02, 2022
Short Description:
antivaxx via NodeXL https://bit.ly/3nxuyuj
@oneunderscore__
@nain_portekoi
@michele_mpac
@wargonm
@lizditz
@andylumm
@randomurban
@capskooky
@woody4123
@executive_jc

Top hashtags:
#antivaxx
#covid19
#covid
#vaccinehesitancy
#nupes
#melenchon
#rhugt2
#coronavirus

Description:
Description
The graph represents a network of 9,956 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, 02 July 2022 at 15:06 UTC.

The requested start date was Saturday, 02 July 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 12-day, 19-hour, 32-minute period from Saturday, 18 June 2022 at 21:59 UTC to Friday, 01 July 2022 at 17:32 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 : 9956
Unique Edges : 4710
Edges With Duplicates : 12510
Total Edges : 17220
Number of Edge Types : 5
Retweet : 5436
MentionsInRetweet : 6019
Mentions : 3706
Replies to : 1559
Tweet : 500
Self-Loops : 550
Reciprocated Vertex Pair Ratio : 0.00446960667461263
Reciprocated Edge Ratio : 0.00889943636902996
Connected Components : 1049
Single-Vertex Connected Components : 282
Maximum Vertices in a Connected Component : 4724
Maximum Edges in a Connected Component : 9699
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 6.048911
Graph Density : 0.000102036100983958
Modularity : 0.562702
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,956 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, 02 July 2022 at 15:06 UTC.

The requested start date was Saturday, 02 July 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 12-day, 19-hour, 32-minute period from Saturday, 18 June 2022 at 21:59 UTC to Friday, 01 July 2022 at 17:32 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:
[25] https://www.theguardian.com/world/2022/jun/24/covid-vaccines-cut-global-death-toll-20m-first-year-study?CMP=share_btn_tw
[23] https://www.williamquincybelle.com/2022/02/covid-what-if-us-was-like-canada.html
[8] https://www.williamquincybelle.com/2019/04/why-do-we-believe-things-that-arent.html
[8] https://www.williamquincybelle.com/2011/01/god-does-not-help-those-who-help.html
[6] https://www.rollingstone.com/politics/politics-news/qanon-antivaxx-rally-los-angeles-covid-1338549/
[4] https://twitter.com/capskooky/status/1540468939959975936
[3] https://twitter.com/oneunderscore__/status/1542716977831108609
[3] https://www.fdesouche.com/2022/06/22/quelles-sanctions-pour-lantivax-mucchielli-ses-pairs-doivent-sexprimer-publiquement/
[2] https://americasfrontlinenews.com/post/dr-vladimir-zev-zelenko-passes-away
[2] https://journals.sagepub.com/doi/10.1177/21501327211040746?url_ver=Z39.88-2003&rfr_id=ori:rid:crossref.org&rfr_dat=cr_pub%20%200pubmed

Top URLs in Tweet in G1:
[1] https://twitter.com/rinhadecoisas/status/1540433211406393350

Top URLs in Tweet in G2:
[2] https://theswordandthesandwich.substack.com/p/antivaxx-holocaust
[1] https://www.nbcnews.com/news/us-news/parents-mask-schools-surety-bonds-rcna16872
[1] https://americasfrontlinenews.com/post/dr-vladimir-zev-zelenko-passes-away

Top URLs in Tweet in G3:
[1] https://twitter.com/marc_g_wathelet/status/1539133834909868037
[1] https://twitter.com/SaiyanBio/status/1540421304905498625

Top URLs in Tweet in G4:
[1] https://twitter.com/alainte61392097/status/1540412166007832576
[1] https://twitter.com/Ikissdalife/status/1538747581014081542
[1] https://www.nature.com/articles/s41467-022-31401-5
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa2203965?query=featured_home&cookieSet=1
[1] https://twitter.com/mediavenir/status/1540269395087425536

Top URLs in Tweet in G5:
[1] https://twitter.com/vaxxersanti/status/1539625362132303872
[1] https://twitter.com/truthseeker0702/status/1541354623725965314
[1] https://twitter.com/sammy_Essex/status/1540073607287685120
[1] https://twitter.com/SoniaPoulton/status/1539578608393637888
[1] https://twitter.com/nirav_mainecdc/status/1538543385614684160
[1] https://www.theguardian.com/global-development/2022/jun/27/you-get-goosebumps-from-the-data-hopes-rise-for-new-malaria-vaccine-acc?CMP=Share_iOSApp_Other
[1] https://twitter.com/thepedipals/status/1538960873028468736
[1] https://twitter.com/profnfenton/status/1310907549928108032

Top URLs in Tweet in G6:
[2] https://journals.sagepub.com/doi/10.1177/21501327211040746?url_ver=Z39.88-2003&rfr_id=ori:rid:crossref.org&rfr_dat=cr_pub%20%200pubmed
[1] https://twitter.com/ErikLoridan/status/1542369481527287809?s=20&t=UH-qnoK3tZUsUVaLapy87g
[1] https://www.frontiersin.org/articles/10.3389/fmicb.2021.796807/full
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8414566/
[1] https://twitter.com/oss117_helsinki/status/1541444854080733185
[1] https://www.eurekalert.org/news-releases/956782#.YrVcaGLT4SE.twitter

Top URLs in Tweet in G7:
[4] https://twitter.com/capskooky/status/1540468939959975936
[3] https://twitter.com/oneunderscore__/status/1542716977831108609
[2] https://twitter.com/popcrave/status/1541857459936980992
[1] https://twitter.com/hasbulnallah/status/1538324745636446208
[1] https://twitter.com/hasbulnallah/status/1538324478203408384
[1] https://twitter.com/Lizzylasher7/status/1538266404155031552
[1] https://twitter.com/RJEdwardsTweets/status/1538318481413656576
[1] https://twitter.com/TheRightCant/status/1538586269772570625
[1] https://www.lapresse.ca/actualites/2022-06-20/signalee-a-la-dpj-a-cause-de-son-velo-cargo.php
[1] https://twitter.com/drajm/status/1538770723757785089

Top URLs in Tweet in G8:
[1] https://www.snopes.com/news/2020/07/30/americas-frontline-doctors/
[1] https://www.nature.com/articles/s41467-022-30052-w
[1] https://twitter.com/Nick1____/status/1539515953964277760
[1] https://twitter.com/mkeulemans/status/1541882363298324483

Top Domains
Top Domains in Tweet in Entire Graph:
[209] twitter.com
[40] williamquincybelle.com
[26] theguardian.com
[6] rollingstone.com
[3] facebook.com
[3] co.uk
[3] fdesouche.com
[2] americasfrontlinenews.com
[2] sagepub.com
[2] reddit.com

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

Top Domains in Tweet in G2:
[2] substack.com
[1] nbcnews.com
[1] americasfrontlinenews.com

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

Top Domains in Tweet in G4:
[3] twitter.com
[1] nature.com
[1] nejm.org

Top Domains in Tweet in G5:
[7] twitter.com
[1] theguardian.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] sagepub.com
[1] frontiersin.org
[1] nih.gov
[1] eurekalert.org

Top Domains in Tweet in G7:
[113] twitter.com
[2] reddit.com
[1] lapresse.ca
[1] endruscheit-bloggt.de
[1] steigan.no
[1] fdesouche.com
[1] co.uk
[1] healthaffairs.org
[1] bmj.com
[1] mountsinai.org

Top Domains in Tweet in G8:
[2] twitter.com
[1] snopes.com
[1] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[147] antivaxx
[32] covid19
[28] covid
[26] vaccinehesitancy
[23] nupes
[22] melenchon
[21] rhugt2
[15] coronavirus
[14] prolife
[11] antimask



Top Hashtags in Tweet in G3:
[1] brevesdespace
[1] antivaxx

Top Hashtags in Tweet in G5:
[1] bloodonherhands
[1] antivaxx

Top Hashtags in Tweet in G6:
[7] passvaccinal
[3] brevesdespace
[1] pfizer
[1] 4emedose
[1] antivaxx
[1] troll

Top Hashtags in Tweet in G7:
[16] antivaxx
[6] rhugt2
[4] antivax
[3] covid19
[3] antimasque
[3] antimask
[3] antimaskers
[3] antipass
[2] 18juin
[2] canicule

Top Hashtags in Tweet in G8:
[2] antivaxx
[1] pfizer

Top Words
Top Words in Tweet in Entire Graph:
[4845] antivaxx
[3159] ator
[2574] zelenko
[1599] tem
[1590] mesmo
[1585] marvel
[1585] ex
[1580] matar
[1580] filha
[1579] capskooky

Top Words in Tweet in G1:
[3156] ator
[1579] marvel
[1578] capskooky
[1578] mlk
[1578] tem
[1578] bateu
[1578] esposa
[1578] thanos
[1578] ameaçou
[1578] matar

Top Words in Tweet in G2:
[2542] zelenko
[1283] antivaxx
[1274] oneunderscore__
[1273] one
[1271] vladimir
[1271] prominent
[1271] doctors
[1271] whose
[1271] protocol
[1271] prescribed

Top Words in Tweet in G3:
[768] antivaxx
[750] fresque
[750] anti
[748] fan
[748] raoult
[747] oh
[747] ben
[747] ça
[747] alors
[747] l'auteur

Top Words in Tweet in G4:
[655] wargonm
[549] parle
[549] trop
[549] politique
[549] parler
[549] santé
[548] puisqu
[548] trouve
[548] vais
[548] depuis

Top Words in Tweet in G5:
[91] antivaxx
[12] mcfunny
[10] vaccine
[10] people
[10] takethatct
[9] know
[8] re
[8] evidence
[8] covid
[8] one

Top Words in Tweet in G6:
[144] antivaxx
[40] ça
[38] sont
[33] c'est
[28] plus
[18] tout
[17] fait
[17] mais
[17] rosewood2019
[16] comme

Top Words in Tweet in G7:
[274] antivaxx
[25] covid
[19] anti
[16] #antivaxx
[15] people
[14] being
[12] mais
[12] vaccine
[12] one
[11] over

Top Words in Tweet in G8:
[75] antivaxx
[46] die
[34] merlotvine
[31] aan
[30] ik
[24] dat
[23] complotmeute
[22] waarom
[22] mkeulemans
[21] walg

Top Words in Tweet in G9:
[5] antivaxx
[3] poeticbulldozer
[3] badibulgator
[3] gatheredwaters
[3] wired_dave
[3] laikaandyuri
[3] joeeason1
[3] jmichaelsonut
[3] earthisaglobe
[3] jameswzegan85

Top Words in Tweet in G10:
[4] antivaxx
[3] emma34770971
[2] educatingtrump2
[2] badams820
[2] medwoman1
[2] revgrunt
[2] ukwildcatfan191
[2] skeeduu
[2] paulstetson13
[2] ziggystardogs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1583] marvel,tem
[1579] mlk,marvel
[1579] tem,ator
[1579] ator,bateu
[1579] bateu,esposa
[1579] esposa,thanos
[1579] thanos,ator
[1579] ator,ameaçou
[1579] ameaçou,matar
[1579] matar,ex

Top Word Pairs in Tweet in G1:
[1578] mlk,marvel
[1578] marvel,tem
[1578] tem,ator
[1578] ator,bateu
[1578] bateu,esposa
[1578] esposa,thanos
[1578] thanos,ator
[1578] ator,ameaçou
[1578] ameaçou,matar
[1578] matar,ex

Top Word Pairs in Tweet in G2:
[1271] vladimir,zelenko
[1271] zelenko,one
[1271] one,prominent
[1271] prominent,antivaxx
[1271] antivaxx,doctors
[1271] doctors,whose
[1271] whose,zelenko
[1271] zelenko,protocol
[1271] protocol,prescribed
[1271] prescribed,hydroxychloroquine

Top Word Pairs in Tweet in G3:
[748] antivaxx,fan
[747] oh,ben
[747] ben,ça
[747] ça,alors
[747] alors,l'auteur
[747] l'auteur,fresque
[747] fresque,antisémite
[747] antisémite,d'avignon
[747] d'avignon,anti
[747] anti,masque

Top Word Pairs in Tweet in G4:
[548] puisqu,trouve
[548] trouve,parle
[548] parle,trop
[548] trop,politique
[548] politique,vais
[548] vais,parler
[548] parler,santé
[548] santé,depuis
[548] depuis,début
[548] début,eu

Top Word Pairs in Tweet in G5:
[7] melsyj,takethatct
[7] takethatct,christinekk2022
[7] christinekk2022,n1c0l3_awesome
[7] n1c0l3_awesome,donhoe22912475
[7] donhoe22912475,nursey40
[7] nursey40,clotshot3
[7] clmuseum,cap_stu_rogers
[7] cap_stu_rogers,katarina1970
[7] unjailme80,bug_herbert
[7] bug_herbert,mann_chelle

Top Word Pairs in Tweet in G6:
[17] antivaxx,sont
[13] decoder_l,anarchroniques
[13] docamine_,mauriceiarm2022
[11] jenyhart2,guisonjerome
[11] guisonjerome,pallia_doc
[11] arikouts,decoder_l
[11] anarchroniques,docamine_
[10] pallia_doc,arikouts
[8] rosewood2019,tchebichef1
[7] nain_portekoi,oh

Top Word Pairs in Tweet in G7:
[8] antivaxx,propaganda
[7] antivaxx,anti
[6] antivaxx,doctors
[6] being,antivaxx
[5] antivaxx,antimask
[5] antivaxx,bullshit
[5] covid,19
[5] vladimir,zelenko
[5] zelenko,one
[5] one,prominent

Top Word Pairs in Tweet in G8:
[23] antivaxx,complotmeute
[22] die,antivaxx
[21] waarom,ik
[21] ik,walg
[21] walg,die
[20] merlotvine,waarom
[16] mkeulemans,mariannezw
[16] mariannezw,rickvanv
[16] rickvanv,npo2
[14] covid,19

Top Word Pairs in Tweet in G9:
[2] crowe_stewart,earthislevel
[2] earthislevel,tobga_
[2] tobga_,michael98410246
[2] michael98410246,therealeggman
[2] therealeggman,the_hazez
[2] the_hazez,danielb59756947
[2] danielb59756947,poeticbulldozer
[2] poeticbulldozer,badibulgator
[2] badibulgator,hansonmoor
[2] hansonmoor,doctorbuttons

Top Word Pairs in Tweet in G10:
[2] badams820,medwoman1
[2] medwoman1,revgrunt
[2] revgrunt,ukwildcatfan191
[2] ukwildcatfan191,skeeduu
[2] skeeduu,paulstetson13
[2] paulstetson13,ziggystardogs
[2] ziggystardogs,jencages
[2] jencages,gradycurtisjr74

Top Replied-To
Top Replied-To in Entire Graph:
@rosewood2019
@svphillimore
@gasparomax
@beerinstemglass
@borowskimike
@beerussamarange
@tipuncho
@mkeulemans
@oliviersanstom
@folha

Top Replied-To in G1:
@belovaww

Top Replied-To in G2:
@oneunderscore__
@pwjames4
@wsbgnl
@jenkirkman
@supernintendawg
@tinywienerbabe
@damkyan_omega

Top Replied-To in G3:
@seblecan
@alixbrizet
@nain_portekoi
@kheira_drissi
@grisou97160
@tbaubet
@jacklajoute
@tatieglorieuse

Top Replied-To in G4:
@wargonm
@jlmelenchon
@erantzuna1
@pbriday
@roselineb83
@acp34120
@thedoctor14540
@zefranceinfo
@vincent_velo39
@olivier_truchot

Top Replied-To in G5:
@thereal_truther
@vibrantandwise
@hexiehex
@mattlyondata
@vagabondpiracy
@drsusanoliver1
@rogueliberal69
@michellebehlen
@doritmi
@sonicemission

Top Replied-To in G6:
@rosewood2019
@tipuncho
@djtheboss49
@annadee52494881
@ikonut1
@gcomeaudotcom
@lechatsss
@sosfoot
@sebastienlrem
@tchebichef1

Top Replied-To in G8:
@mkeulemans
@taetskegr
@milenaholdert
@meinemani
@brechtjedeleij
@garageremus
@herrengelbert
@ikbensuuz
@henkie2020
@dianodontcare

Top Replied-To in G9:
@crowe_stewart
@flatbetold
@anniecherokee
@philipl92623057

Top Replied-To in G10:
@pr0truthh
@emma34770971
@badams820
@q_estrada

Top Mentioned
Top Mentioned in Entire Graph:
@capskooky
@oneunderscore__
@nain_portekoi
@wargonm
@franceinfo
@ybrasart
@ardenthistorian
@caulfieldtim
@isiswise
@jsrailton

Top Mentioned in G1:
@capskooky

Top Mentioned in G2:
@oneunderscore__
@warclandestine
@tylerkingkade
@sykescharlie
@monicasweet2006
@wsbgnl
@swordsjew

Top Mentioned in G3:
@nain_portekoi
@wargonm
@dr_daria_
@dre_sunshine
@batjez
@qffwffq
@oneunderscore__
@informateurf
@grisou97160
@franceinfo

Top Mentioned in G4:
@wargonm
@franceinfo
@nain_portekoi
@jlmelenchon
@erantzuna1
@fab_abj
@andrieumickael
@achabus
@laybrosluc
@ninifauv

Top Mentioned in G5:
@mcfunny
@takethatct
@jroschuk
@swedishchf
@emmanue00857463
@createperhaps
@medlin_shane
@juliahadley15
@duratechnician
@blondjewels

Top Mentioned in G6:
@docamine_
@guisonjerome
@arikouts
@decoder_l
@anarchroniques
@jenyhart2
@mauriceiarm2022
@pallia_doc
@tchebichef1
@wargonm

Top Mentioned in G7:
@feijoweeb
@smcadman

Top Mentioned in G8:
@merlotvine
@mkeulemans
@e_line
@mariannezw
@rickvanv
@npo2
@njmidm
@rivm
@jonawalk
@htillaert

Top Mentioned in G9:
@poeticbulldozer
@badibulgator
@gatheredwaters
@wired_dave
@laikaandyuri
@joeeason1
@jmichaelsonut
@earthisaglobe
@jameswzegan85
@earthislevel

Top Mentioned in G10:
@educatingtrump2
@medwoman1
@revgrunt
@ukwildcatfan191
@skeeduu
@paulstetson13
@ziggystardogs
@jencages
@gradycurtisjr74
@emma34770971

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@oldlady12345
@remindme_ofthis
@monicasloves
@cagney1991
@_redfrog
@thepoliticalcat
@manmet80
@lizditz
@kenkircher1

Top Tweeters in G1:
@shrelockw
@neongenes9os
@morganarosana
@ua_nda
@psycokiiler
@jjonasbrotherz
@halseylost
@selenatorpo
@queenxblack
@lwuren

Top Tweeters in G2:
@missb62
@oldlady12345
@monicasloves
@cagney1991
@thepoliticalcat
@manmet80
@kenkircher1
@stockguy61
@lehimesa
@jjj5819

Top Tweeters in G3:
@deycatherine1
@sommelier50
@nordsud6213
@basile061
@docarnica
@gailuronnicky
@pbrenon
@cd_land
@playmogeek
@benoit_gregory

Top Tweeters in G4:
@_redfrog
@marclandes40
@costeslioneler
@bourganne
@lesechos
@patureaumarie
@joe_le_zef
@lilibrinderbe
@laybrosluc
@franceinfo

Top Tweeters in G5:
@lizditz
@tmzedg
@doritmi
@clmuseum
@_mamadeb
@brianros1
@monstercoyliar
@fillmorewhite
@saneandbrave
@thereal_truther

Top Tweeters in G6:
@botliberalisme
@yvespdb
@rtlfrance
@jeromegodefroy
@rmcinfo
@lesoleildeqc
@coachrankine
@midilibre
@lp_lapresse
@nath29021

Top Tweeters in G7:
@flockafierce
@_yurirodrigues
@gobbigustavo
@francismaudeadv
@rgc_bppa
@virgowhallala
@higherprincess
@carllately
@nykrindc
@paticopautt

Top Tweeters in G8:
@lorelei3112
@monasmitte
@eddy_terstall
@merlotvine
@olifant
@ikkeatheist
@brechtjedeleij
@flinter_m
@mariannezw
@muumi_tweets

Top Tweeters in G9:
@welt
@prismprime
@bild
@rcgothic
@ieaffiliate
@kelvinw40709444
@keigh_see
@joanbegley
@laikaandyuri
@flatslugbrains

Top Tweeters in G10:
@debrammason1
@plankysmith
@vickie627
@jencages
@mpg25mary
@ladyoftheocean1
@medwoman1
@instinctnaturel
@ansgartodinson
@ram0667


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