antivaxx, Twitter, 3/15/2021 1:47:07 AM, 250659


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antivaxx_2021-03-14_08-47-31.xlsx
antivaxx_2021-03-14_08-47-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 15, 2021
Short Description:
antivaxx via NodeXL https://bit.ly/3bK1VEU
@hfernandesbio
@twitter
@arikouts
@khairykj
@eu_commission
@alphamuin
@hirunenojooneru
@vaccinologie
@geoffschuler
@therealrthorat

Top hashtags:
#antivaxx
#infirmieres
#covid19
#soignants
#antivax
#antimask
#nhs
#vaccine

Description:
Description
The graph represents a network of 6,870 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 Sunday, 14 March 2021 at 15:51 UTC.

The requested start date was Saturday, 13 March 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 13-day, 17-hour, 35-minute period from Saturday, 27 February 2021 at 01:03 UTC to Friday, 12 March 2021 at 18:39 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 : 6870
Unique Edges : 4078
Edges With Duplicates : 6881
Total Edges : 10959
Number of Edge Types : 5
Retweet : 3096
MentionsInRetweet : 3933
Tweet : 1072
Mentions : 1642
Replies to : 1216
Self-Loops : 1094
Reciprocated Vertex Pair Ratio : 0.00672085026570803
Reciprocated Edge Ratio : 0.0133519639807483
Connected Components : 1540
Single-Vertex Connected Components : 740
Maximum Vertices in a Connected Component : 1785
Maximum Edges in a Connected Component : 3859
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.15499
Graph Density : 0.000136490695174383
Modularity : 0.59678
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 6,870 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 Sunday, 14 March 2021 at 15:51 UTC.

The requested start date was Saturday, 13 March 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 13-day, 17-hour, 35-minute period from Saturday, 27 February 2021 at 01:03 UTC to Friday, 12 March 2021 at 18:39 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:
[49] https://twitter.com/safinassab/status/1368960191002075136
[23] https://twitter.com/Khairykj/status/1366913348957184000
[20] https://twitter.com/501Awani/status/1366892997321707522
[19] https://twitter.com/khairykj/status/1366913348957184000
[18] https://twitter.com/nuriyliamalek/status/1366806396923047936
[16] https://twitter.com/suhazeli/status/1366927680101257219
[8] https://gettheshot.coronavirus.ohio.gov/?e=2747fc1f63dc4db8e4b9277dc9edbce3
[7] https://twitter.com/501awani/status/1366892997321707522
[6] https://twitter.com/g1/status/1366497070241222656
[5] https://www.bluestemprairie.com/bluestemprairie/2021/03/anti-vaxxer-former-state-senator-to-seek-republican-endorsement-for-2022-governor.html

Top URLs in Tweet in G2:
[36] https://twitter.com/safinassab/status/1368960191002075136
[16] https://twitter.com/501Awani/status/1366892997321707522
[15] https://twitter.com/Khairykj/status/1366913348957184000
[15] https://twitter.com/nuriyliamalek/status/1366806396923047936
[14] https://twitter.com/khairykj/status/1366913348957184000
[10] https://twitter.com/suhazeli/status/1366927680101257219
[6] https://twitter.com/501awani/status/1366892997321707522
[5] https://twitter.com/KKMPutrajaya/status/1366955997751775234
[4] https://twitter.com/sonofmazalan/status/1367660867450413057
[3] https://twitter.com/kudalauthijau/status/1364923070905868301

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=r7Du-Cs4FE8&feature=youtu.be

[1] https://twitter.com/lesinfirmieres1/status/1367853869800292353
[1] https://twitter.com/FXMoronval/status/1370054496924139521
[1] https://www.cnn.com/videos/health/2021/03/02/donald-melania-trump-got-covid-19-vaccine-in-secret-hotez-sot-newday-sot-vpx.cnn

Top URLs in Tweet in G4:
[1] https://www.scientificfreedom.dk/2021/03/09/anti-vaxxer-letter-about-covid-19-and-the-vaccines/
[1] https://twitter.com/Rosewind2007/status/1366486346106298370?s=20
[1] https://www.politico.com/magazine/story/2019/05/08/robert-kennedy-jr-measles-vaccines-226798/
[1] https://www.washingtonpost.com/lifestyle/2021/02/24/doctor-nurse-online-vaccine-rumors/
[1] https://twitter.com/ChildrensHD/status/1368260589760479238
[1] https://twitter.com/wef/status/1369989101143924745
[1] https://twitter.com/MrOlmos/status/1368261041696632832
[1] https://www.washingtonpost.com/opinions/anti-vaccine-extremism-is-akin-to-domestic-terrorism/2021/02/26/736aee22-787e-11eb-8115-9ad5e9c02117_story.html?tid=ss_tw
[1] https://twitter.com/torstenkathke/status/1300028308034392065

Top URLs in Tweet in G5:
[1] https://twitter.com/nur_shekyn/status/1320684824646938626
[1] https://twitter.com/ruffleseed/status/1367080835640299521

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=5AN_t_p0D4Q&feature=youtu.be

[1] https://twitter.com/MicheleRivasi/status/1370018331156049920
[1] https://twitter.com/CCDHate/status/1369195572121505797
[1] https://reseauinternational.net/le-collectif-united-health-professionals-lance-une-campagne-dalerte-internationale-sur-lepidemie-de-covid-19/
[1] https://www.vice.com/en/article/qjpmp7/anti-vaxxers-misuse-federal-data-to-falsely-claim-covid-vaccines-are-dangerous
[1] https://ajet.net/jet-community/volunteering-charity/donating-blood-in-japan/
[1] http://www.lecrat.fr/articleSearch.php?id_groupe=17
[1] https://ourworldindata.org/covid-deaths?country=FRA~ISR#deaths-from-covid-19-background
[1] https://www.vidal.fr/actualites/26337-vaccin-pfizer-biontech-contre-la-covid-19-enfin-des-donnees-a-analyser.html
[1] https://twitter.com/CoolRHCP/status/1367208458752262146

Top URLs in Tweet in G8:
[1] https://www.ameli.fr/assure/sante/urgence/morsures-griffures-piqures/morsure-serpent
[1] https://twitter.com/cab2626/status/1367172574116007944
[1] https://twitter.com/andrebercoff/status/1369570805793886209
[1] https://twitter.com/xazalbert/status/1370120340148477957
[1] https://twitter.com/pharmadoc2/status/1370013849244565515
[1] https://twitter.com/DamienBarraud/status/1370087689203154951?s=20
[1] https://twitter.com/CaudeHenrion/status/1370065317527949312?s=20
[1] https://twitter.com/Nicolai19216392/status/1370088619717890058?s=20
[1] https://twitter.com/veroniquegenest/status/1365780422773342210

Top URLs in Tweet in G9:
[1] https://twitter.com/antoguerrera/status/1367490046232842256

Top URLs in Tweet in G10:
[3] https://twitter.com/khairykj/status/1366913348957184000
[1] https://twitter.com/SonOfMazalan/status/1367660867450413057
[1] https://twitter.com/officialmosti/status/1365535210641612800
[1] https://twitter.com/ulat_bulu_bulu/status/1366704999821045764
[1] https://twitter.com/501Awani/status/1366892997321707522

Top Domains
Top Domains in Tweet in Entire Graph:
[449] twitter.com
[9] youtube.com
[8] ohio.gov
[6] bufale.net
[5] co.uk
[5] bluestemprairie.com
[4] facebook.com
[4] gofundme.com
[3] elephantjournal.com
[3] com.au

Top Domains in Tweet in G2:
[274] twitter.com
[3] co.uk
[3] youtube.com
[2] curiouscat.qa
[2] plos.org
[1] tandfonline.com
[1] twitlonger.com
[1] nih.gov
[1] israelnationalnews.com
[1] blogspot.com

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

Top Domains in Tweet in G4:
[5] twitter.com
[2] washingtonpost.com
[1] scientificfreedom.dk
[1] politico.com

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] youtube.com
[1] reseauinternational.net
[1] vice.com
[1] ajet.net
[1] lecrat.fr
[1] ourworldindata.org
[1] vidal.fr

Top Domains in Tweet in G8:
[8] twitter.com
[1] ameli.fr

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

Top Domains in Tweet in G10:
[7] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[270] antivaxx
[41] infirmieres
[41] covid19
[40] soignants
[20] antivax
[17] antimask
[17] nhs
[16] vaccine
[16] antivaxxers
[14] kbf



Top Hashtags in Tweet in G2:
[71] antivaxx
[11] covid19
[9] antivaxxers
[8] antivax
[5] vaccine
[4] antivaxxer
[3] antivaccine
[3] vaccination
[3] lessoignantsnesontpasdessalauds
[3] politique

Top Hashtags in Tweet in G3:
[40] infirmieres
[39] soignants
[2] antivaxx
[1] complotistes
[1] refractaires
[1] giletjaune
[1] burrosoberbo
[1] antivaccine
[1] vacina
[1] vacinadobutantan

Top Hashtags in Tweet in G4:
[18] antivaxx
[5] antivax
[4] antivaccine
[3] antivaxxers
[2] covid19vaccine
[2] thisisourshot
[2] coviddenier
[1] antivaxxer
[1] twitter
[1] vaccineswork

Top Hashtags in Tweet in G6:
[2] antivaxx
[1] eelv
[1] covid19

Top Hashtags in Tweet in G7:
[1] troll

Top Words
Top Words in Tweet in Entire Graph:
[4654] antivaxx
[3030] chegava
[1529] gente
[1518] brasil
[1516] oms
[1516] dando
[1516] aula
[1516] onda
[1515] imunização
[1515] controle

Top Words in Tweet in G1:
[3010] chegava
[1505] brasil
[1505] oms
[1505] dando
[1505] aula
[1505] imunização
[1505] controle
[1505] endemias
[1505] gente
[1505] tirando

Top Words in Tweet in G2:
[732] antivaxx
[79] tak
[70] vaksin
[70] #antivaxx
[69] nak
[66] vaccine
[65] aku
[60] dia
[59] dah
[54] yang

Top Words in Tweet in G3:
[115] ce
[75] weillclaude
[75] gros
[75] doute
[75] authenticité
[75] citations
[75] site
[75] toutes
[75] anonymes
[75] pleines

Top Words in Tweet in G4:
[42] antivaxx
[40] rosewind2007
[36] way
[33] reportâ
[26] twittersafety
[25] naomirwolf
[24] simple
[18] #antivaxx
[15] jneill
[13] being

Top Words in Tweet in G5:
[157] antivaxx
[142] safinassab
[105] dia
[94] rupanya
[91] _aisyahzzy
[91] irine
[91] nadia
[91] jangan
[91] dulu
[90] ramai

Top Words in Tweet in G6:
[70] antivaxx
[20] c'est
[15] veroniquegenest
[12] sont
[11] être
[10] mais
[10] ce
[10] twitter
[9] faire
[9] tristanmf

Top Words in Tweet in G7:
[230] anti
[115] antivaxx
[110] pcrclaims
[110] smears
[110] 2020
[110] pls
[110] work
[110] harder
[110] covering
[110] incompetence

Top Words in Tweet in G8:
[63] antivaxx
[38] lâ
[37] damienbarraud
[26] univamu
[25] mais
[25] ce
[22] eric__berton
[18] raoult_didier
[18] l'
[18] dã

Top Words in Tweet in G9:
[103] eu
[102] reminder
[102] several
[102] countries
[102] still
[102] sitting
[102] millions
[102] doses
[102] az
[102] hesitant

Top Words in Tweet in G10:
[119] dah
[91] antivaxx
[72] nak
[70] khalids
[68] kat
[62] vaksin
[61] sampai
[61] menteri
[59] baru
[59] facebook

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1516] onda,antivaxx
[1515] brasil,chegava
[1515] chegava,oms
[1515] oms,dando
[1515] dando,aula
[1515] aula,imunização
[1515] imunização,controle
[1515] controle,endemias
[1515] endemias,gente
[1515] gente,chegava

Top Word Pairs in Tweet in G1:
[1505] brasil,chegava
[1505] chegava,oms
[1505] oms,dando
[1505] dando,aula
[1505] aula,imunização
[1505] imunização,controle
[1505] controle,endemias
[1505] endemias,gente
[1505] gente,chegava
[1505] chegava,tirando

Top Word Pairs in Tweet in G2:
[18] geng,antivaxx
[15] irine,nadia
[11] antivaxx,ke
[10] antivaxx,yang
[10] jadi,antivaxx
[10] dia,antivaxx
[10] covid,vaccine
[10] nadia,antivaxx
[9] antivaxx,shaking
[8] yang,antivaxx

Top Word Pairs in Tweet in G3:
[75] gros,doute
[75] doute,authenticité
[75] authenticité,citations
[75] citations,ce
[75] ce,site
[75] site,toutes
[75] toutes,anonymes
[75] anonymes,pleines
[75] pleines,hargne
[75] hargne,vindicte

Top Word Pairs in Tweet in G4:
[33] way,reportâ
[24] twittersafety,simple
[24] simple,way
[14] rosewind2007,naomirwolf
[13] naomirwolf,meddlinmegs
[13] meddlinmegs,djmarley6
[13] djmarley6,andrewcuomo
[12] andrewcuomo,way
[12] odinskoll,twittersafety
[12] jneill,twittersafety

Top Word Pairs in Tweet in G5:
[91] _aisyahzzy,safinassab
[91] irine,nadia
[91] nadia,antivaxx
[90] safinassab,ramai
[90] ramai,rupanya
[90] rupanya,taktau
[90] taktau,irine
[90] antivaxx,jangan
[90] jangan,lupa
[90] lupa,laki

Top Word Pairs in Tweet in G6:
[7] twitterfrance,twitter
[5] antivaxx,sont
[5] antivaxx,maintenant
[4] être,antivaxx
[4] cc,tristanmf
[4] tristanmf,slpng_giants_fr
[4] slpng_giants_fr,mediapart
[4] mediapart,edwyplenel
[4] edwyplenel,nextinpact
[4] nextinpact,reesmarc

Top Word Pairs in Tweet in G7:
[110] antivaxx,smears
[110] smears,2020
[110] 2020,pls
[110] pls,work
[110] work,harder
[110] harder,covering
[110] covering,incompetence
[110] incompetence,lies
[110] lies,genuine
[110] genuine,anti

Top Word Pairs in Tweet in G8:
[21] univamu,eric__berton
[18] discours,antivaxx
[16] dites,l'
[16] l',ihu_marseille
[16] ihu_marseille,raoult_didier
[16] raoult_didier,yanisjgr
[16] yanisjgr,univamu
[16] eric__berton,validez
[16] validez,discours
[15] damienbarraud,dites

Top Word Pairs in Tweet in G9:
[102] reminder,several
[102] several,eu
[102] eu,countries
[102] countries,still
[102] still,sitting
[102] sitting,millions
[102] millions,doses
[102] doses,az
[102] az,hesitant
[102] hesitant,europeans

Top Word Pairs in Tweet in G10:
[58] vaksin,dah
[58] dah,sampai
[58] sampai,malaysia
[58] malaysia,dah
[58] dah,start
[58] start,program
[58] program,baru
[58] baru,terhegeh
[58] terhegeh,hegeh
[58] hegeh,nak

Top Replied-To
Top Replied-To in Entire Graph:
@alloygator_swed
@telegraph
@khairykj
@iffahs_
@deanmacallister
@naomirwolf
@edwards_gizmo
@dr_l_alexandre
@thierry_fuchs
@damienbarraud

Top Replied-To in G3:
@schrod_erwin
@namiasrobert
@fanch_mrl
@weillclaude
@songsa93
@chumunue
@tcabarrus

Top Replied-To in G4:
@naomirwolf
@thetimes
@angie_rasmussen
@noorchashm
@ohreeeally3
@shokunin_studio
@antivaxwatchorg
@barttels2
@maddylove2018
@odinskoll

Top Replied-To in G5:
@kfaizureen
@safinassab
@_aisyahzzy
@mat_erk
@thegr8epa
@sangnujum
@_yusirah
@syaqinah97
@ibuperi__

Top Replied-To in G6:
@edwards_gizmo
@vaccinologie
@arikouts
@veroniquegenest
@fran340
@banlieue75
@engeldeath54
@divizio1
@philippe4549
@jeanmicheltinet

Top Replied-To in G7:
@sylviadeedee
@sharrrr14
@pcrclaims
@epsunburst

Top Replied-To in G8:
@damienbarraud
@provenceazur_
@lmucchielli
@c_a_gustave
@thorg44l
@anthony18453705
@otecam92
@qffwffq
@gg_rmc
@aimeezun

Top Replied-To in G10:
@ahmad_kanekiken
@drlyia
@gigomash_
@khalids

Top Mentioned
Top Mentioned in Entire Graph:
@hfernandesbio
@safinassab
@pcrclaims
@tomhfh
@_aisyahzzy
@weillclaude
@khalids
@nunesalt
@ctjamil92
@_yusirah

Top Mentioned in G1:
@hfernandesbio

Top Mentioned in G2:
@binanimals
@skalpel_56
@restuarte

Top Mentioned in G3:
@weillclaude
@tcabarrus
@pilounettes
@youtube
@alb34991995
@marminau
@adbrd74
@france_soir
@jm_bigard
@bialcure

Top Mentioned in G4:
@rosewind2007
@twittersafety
@naomirwolf
@jneill
@meddlinmegs
@djmarley6
@andrewcuomo
@odinskoll
@aly_meek
@twitter

Top Mentioned in G5:
@safinassab
@_aisyahzzy
@ctjamil92
@_yusirah
@naufaniq
@kfaizureen
@wolveriffverine
@syaqinah97
@aiidielh
@nuriyliamalek

Top Mentioned in G6:
@veroniquegenest
@twitterfrance
@twitter
@tristanmf
@who
@arikouts
@julienbahloul
@cavousf5
@slpng_giants_fr
@mediapart

Top Mentioned in G7:
@pcrclaims
@js49
@shirleyjones999
@jcardin
@ladydmj2
@sharrrr14

Top Mentioned in G8:
@damienbarraud
@univamu
@eric__berton
@raoult_didier
@wargonm
@ihu_marseille
@yanisjgr
@xazalbert
@eric_berton
@lionel_case

Top Mentioned in G9:
@tomhfh

Top Mentioned in G10:
@khalids
@iyliasyazwanie
@the_x_guy
@acaiijawe
@drlyia
@amirashraf10

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@natransversal
@british_airways
@maria_andy2
@_redfrog
@padakitty
@thehill
@pollsstar
@lizditz
@magicdmw

Top Tweeters in G1:
@natransversal
@tooboringstay
@moema4
@sandra_miria
@trajanojorge
@lucrjviola
@luizsantiago
@isaakdinensen
@tozzafla
@nildaalcarinque

Top Tweeters in G2:
@ahh_juarez
@debeauxos1
@marinajacome
@thewildsbex
@divaknevil
@oldkilljoy
@okedkama
@looping_
@seungnia
@imnnssss

Top Tweeters in G3:
@jomarfeuil
@deycatherine1
@basile061
@fpasquisdumont
@eric_vds
@nordsud6213
@benedicte1512
@diogenedarc
@richard_trois
@jihel93

Top Tweeters in G4:
@lizditz
@jjohnsonlaw
@thomas_embleton
@veritasever
@mancunianmedic
@doritmi
@thetimes
@drjengunter
@thesciencevort1
@kath2cats

Top Tweeters in G5:
@tatadinosaur
@namineheartilly
@wolveriffverine
@nrhdx
@ibuperi__
@faliahms
@redsadcat
@ierasairi
@kikihoya_
@hazik__

Top Tweeters in G6:
@pradier_marc
@fraslin
@un_bourguignon
@mediapart
@jdflaysakier
@lemondequivient
@deer174229
@edwyplenel
@gluidefacial
@jocelynemarque

Top Tweeters in G7:
@upintdales
@jonflombee
@12fv123
@js49
@elainecoulson58
@dianewashr
@yasthetwit
@swsandy_
@steveg06322664
@bpsmithuk

Top Tweeters in G8:
@_redfrog
@she534
@maisonvaleria
@_omlt_
@helviala
@sardine33000
@otecam92
@griseldacdf
@gg_rmc
@pbriday

Top Tweeters in G9:
@magicdmw
@firetrench
@kulganofcrydee
@pripley2426
@suekeen1
@boblister_poole
@rockapepolitics
@webackboris
@margotljparker
@dringcarol

Top Tweeters in G10:
@anthraxxxx
@jerukmasamanis
@hanimshbdn
@trafalgarzul
@poison_star
@razmanrahim
@yayaismail8
@yvyvivy
@nasi_lemak_
@s0ftlattae


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