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antivaxx_2021-04-10_07-30-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 10, 2021
Short Description:
antivaxx via NodeXL https://bit.ly/3d4mNaz
@actionindirect
@independent
@rlalbrechttroy
@lionel_case
@oatila
@marmaduketuppy
@ayrshirebog
@bruce_arthur
@diariestrucker
@luppsala

Top hashtags:
#antivaxx
#covididiot
#covid19
#antimask
#covidpassport
#covid_19
#kbf

Description:
Description
The graph represents a network of 5,374 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 April 2021 at 14:33 UTC.

The requested start date was Saturday, 10 April 2021 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, 18-hour, 33-minute period from Saturday, 27 March 2021 at 00:17 UTC to Friday, 09 April 2021 at 18:51 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 : 5374
Unique Edges : 3313
Edges With Duplicates : 3915
Total Edges : 7228
Number of Edge Types : 5
Replies to : 1144
Mentions : 1693
Retweet : 1635
MentionsInRetweet : 1892
Tweet : 864
Self-Loops : 881
Reciprocated Vertex Pair Ratio : 0.00708085883965281
Reciprocated Edge Ratio : 0.0140621456112497
Connected Components : 1423
Single-Vertex Connected Components : 549
Maximum Vertices in a Connected Component : 417
Maximum Edges in a Connected Component : 688
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.975802
Graph Density : 0.000152695274190357
Modularity : 0.651988
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,374 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 April 2021 at 14:33 UTC.

The requested start date was Saturday, 10 April 2021 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, 18-hour, 33-minute period from Saturday, 27 March 2021 at 00:17 UTC to Friday, 09 April 2021 at 18:51 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:
[12] https://www.express.co.uk/news/politics/1417526/brexit-news-eu-vaccine-astrazeneca-blood-clots-antivaxxers-germany-ema-advice-latest
[12] https://www.orlandosentinel.com/politics/os-ne-desantis-ban-vaccination-passports-covid-19-liability-law-20210329-zqrndxn5t5adfhe2nsgmz2stiy-story.html
[10] https://www.independent.co.uk/news/uk/politics/coronavirus-vaccine-antivaxx-astrazeneca-mhra-b1828761.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1617921992
[10] https://www.independent.co.uk/news/uk/politics/coronavirus-vaccine-antivaxx-astrazeneca-mhra-b1828761.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1617910046
[8] https://www.independent.co.uk/news/uk/politics/coronavirus-vaccine-antivaxx-astrazeneca-mhra-b1828761.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1617958035
[8] https://www.independent.co.uk/news/uk/politics/coronavirus-vaccine-antivaxx-astrazeneca-mhra-b1828761.html
[6] https://twitter.com/501Awani/status/1380469941917286401
[5] https://twitter.com/501awani/status/1380469941917286401
[3] http://www.msn.com/en-gb/health/medical/eu-attacking-astrazeneca-because-of-brexit-antivaxx-fears-over-brussels-scaremongering/ar-BB1favEh?ocid=st
[3] https://twitter.com/axelkahn/status/1376472282265231360

Top URLs in Tweet in G1:
[6] https://twitter.com/501Awani/status/1380469941917286401
[5] https://www.independent.co.uk/news/uk/politics/coronavirus-vaccine-antivaxx-astrazeneca-mhra-b1828761.html
[5] https://twitter.com/501awani/status/1380469941917286401
[3] https://www.express.co.uk/news/politics/1417526/brexit-news-eu-vaccine-astrazeneca-blood-clots-antivaxxers-germany-ema-advice-latest
[2] https://www.bbc.com/news/blogs-trending-56526265
[2] https://twitter.com/antteefa/status/1376893107137044480
[2] http://www.msn.com/en-gb/health/medical/eu-attacking-astrazeneca-because-of-brexit-antivaxx-fears-over-brussels-scaremongering/ar-BB1favEh?ocid=st
[2] https://twitter.com/aribahabdullah/status/1378131710924103686
[2] https://twitter.com/magenta173/status/1379404414453157889
[1] https://twitter.com/Pniewczyk/status/1375449829225160709

Top URLs in Tweet in G2:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-021-01260-6

Top URLs in Tweet in G3:
[2] https://factuel.afp.com/covid-19-attention-aux-fausses-affirmations-sur-des-aiguilles-retractables-avec-le-debut-des
[1] https://twitter.com/rvleroux/status/1380456572132937728
[1] https://twitter.com/MPaulhiacPison/status/1380462247517028353
[1] https://www.lci.fr/international/covid-19-des-rappels-de-vaccin-imposes-tous-les-six-mois-en-israel-c-est-plus-complique-que-ca-2182817.html
[1] https://twitter.com/c_hbt/status/1376463287597031424

Top URLs in Tweet in G5:
[10] https://www.independent.co.uk/news/uk/politics/coronavirus-vaccine-antivaxx-astrazeneca-mhra-b1828761.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1617910046
[9] https://www.independent.co.uk/news/uk/politics/coronavirus-vaccine-antivaxx-astrazeneca-mhra-b1828761.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1617921992
[8] https://www.independent.co.uk/news/uk/politics/coronavirus-vaccine-antivaxx-astrazeneca-mhra-b1828761.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1617958035

Top URLs in Tweet in G6:
[1] https://twitter.com/trollzoo/status/1376917719547797514
[1] https://www.reuters.com/investigates/special-report/health-coronavirus-vaccines-skeptic/
[1] https://twitter.com/mrnoyed/status/1376869203106488320
[1] https://twitter.com/mrnoyed/status/1376214568914014210

Top URLs in Tweet in G7:
[1] https://twitter.com/vondehnvisuals/status/1376634083531501569

Top URLs in Tweet in G8:
[1] https://en.wikipedia.org/wiki/Post_hoc_ergo_propter_hoc
[1] https://twitter.com/ashes785/status/1378068103440039947
[1] https://twitter.com/keepctfree/status/1378345428274577419
[1] https://twitter.com/keepctfree/status/1377735355227590659
[1] https://twitter.com/ctmama2/status/1377755843844771843
[1] https://twitter.com/doritmi/status/1377323902716628992
[1] https://www.mightycause.com/story/Savectre
[1] https://twitter.com/bbqqueenct/status/1377415435822362627
[1] https://twitter.com/elektra_kute/status/1378067357323657224
[1] https://argumentful.com/anti-vaxxers-against-logic/

Top URLs in Tweet in G9:
[2] https://twitter.com/julienbahloul/status/1376915564220841986
[1] https://twitter.com/MarcGral/status/1377134403831259137

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[455] antivaxx
[78] covididiot
[69] covid19
[41] antimask
[31] covidpassport
[26] covid_19
[24] kbf
[23] covidiots
[22] covid
[21] conspiracytheory



Top Hashtags in Tweet in G1:
[112] antivaxx
[19] covid19
[12] vaccination
[12] antivaxxers
[11] vaccine
[10] covid
[9] antivax
[8] covidvaccine
[7] vaccinated
[7] vaccines

Top Hashtags in Tweet in G3:
[2] antivaxx
[1] complotiste
[1] corolafolie

Top Hashtags in Tweet in G6:
[22] kbf
[10] nhs
[2] anotherway
[2] simondolan
[1] britainfree
[1] bbc
[1] itv
[1] vaccine
[1] vaccinated
[1] antivaxx

Top Hashtags in Tweet in G7:
[1] antivaxx
[1] covididiot
[1] vaccineswork

Top Hashtags in Tweet in G8:
[19] antivaxx
[3] antimask
[2] despicable
[2] dangerous
[2] stopantivaxxmisinformation
[2] ctfamilyadvocates
[2] antivaxxers
[1] misinformationminion
[1] stopthesteal
[1] gqp

Top Hashtags in Tweet in G9:
[1] zerocovid
[1] antivaxx

Top Hashtags in Tweet in G10:
[78] antivaxx
[77] covididiot

Top Words
Top Words in Tweet in Entire Graph:
[2927] antivaxx
[526] anti
[519] vaccine
[454] #antivaxx
[373] people
[348] não
[325] vacina
[313] covid
[305] mesmo
[301] oatila

Top Words in Tweet in G1:
[474] antivaxx
[112] #antivaxx
[81] people
[69] vaccine
[50] covid
[36] anti
[32] vaccines
[24] think
[23] don
[22] being

Top Words in Tweet in G2:
[303] não
[302] antivaxx
[300] oatila
[299] vacina
[297] grupo
[296] descobriu
[296] organizações
[296] milionárias
[296] anti
[296] envolva

Top Words in Tweet in G3:
[72] antivaxx
[35] wargonm
[35] ihu
[35] tout
[35] irl
[34] insulte
[34] monde
[34] diffame
[34] soutient
[34] désormais

Top Words in Tweet in G4:
[135] antivaxx
[135] whatever
[135] covid
[135] vaccine
[135] ve
[135] attracted
[135] men
[135] normal
[134] adamtotscomix

Top Words in Tweet in G5:
[84] dumbest
[84] vaccine
[84] talking
[84] point
[84] more
[84] anyone
[83] politician
[83] ontario
[83] delivered
[83] vaccines

Top Words in Tweet in G6:
[35] antivaxx
[22] #kbf
[11] britainfree
[10] #nhs
[9] cult
[9] anti
[9] more
[8] simon
[8] bajaboard
[7] people

Top Words in Tweet in G7:
[4] antivaxx
[3] response
[2] imkimaaron
[2] anthonyt2_mufc
[2] janetb172
[2] c19
[2] one

Top Words in Tweet in G8:
[19] #antivaxx
[18] antivaxx
[7] stop
[7] naomirwolf
[6] thereal_truther
[5] dkthomp
[5] grifting
[4] anti
[4] covid
[4] ritamollerpalma

Top Words in Tweet in G9:
[47] antivaxx
[12] ce
[11] bfmtv
[9] sont
[9] tout
[9] bon
[9] aller
[9] mais
[9] attendre
[8] anti

Top Words in Tweet in G10:
[78] #antivaxx
[77] #covididiot
[76] diariestrucker

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[301] vacina,não
[298] anti,vacina
[297] grupo,descobriu
[297] descobriu,organizações
[297] organizações,milionárias
[297] milionárias,anti
[297] não,envolva
[297] envolva,desinformação
[297] desinformação,antivaxx
[297] antivaxx,nas

Top Word Pairs in Tweet in G1:
[11] covid,vaccine
[10] antivaxx,movement
[9] anti,vaxxers
[7] jadi,antivaxx
[6] antivaxx,people
[6] people,antivaxx
[6] vaxxers,exploiting
[6] exploiting,blood
[6] blood,clot
[6] clot,warning

Top Word Pairs in Tweet in G2:
[296] grupo,descobriu
[296] descobriu,organizações
[296] organizações,milionárias
[296] milionárias,anti
[296] anti,vacina
[296] vacina,não
[296] não,envolva
[296] envolva,desinformação
[296] desinformação,antivaxx
[296] antivaxx,nas

Top Word Pairs in Tweet in G3:
[34] ihu,insulte
[34] insulte,tout
[34] tout,monde
[34] monde,diffame
[34] diffame,soutient
[34] soutient,antivaxx
[34] antivaxx,désormais
[34] désormais,homéopathie
[34] homéopathie,menace
[34] menace,irl

Top Word Pairs in Tweet in G4:
[135] antivaxx,whatever
[135] whatever,covid
[135] covid,vaccine
[135] vaccine,ve
[135] ve,attracted
[135] attracted,men
[135] men,normal
[134] adamtotscomix,antivaxx

Top Word Pairs in Tweet in G5:
[84] dumbest,vaccine
[84] vaccine,talking
[84] talking,point
[83] point,politician
[83] politician,ontario
[83] ontario,delivered
[83] delivered,more
[83] more,vaccines
[83] vaccines,anyone
[82] bruce_arthur,dumbest

Top Word Pairs in Tweet in G6:
[9] #kbf,antivaxx
[8] anti,#nhs
[6] cult,sheep
[6] oneserveco,bajaboard
[5] sheep,muppets
[5] antivaxx,anti
[5] britainfree,#kbf
[5] #kbf,more
[5] more,simon
[5] simon,companies

Top Word Pairs in Tweet in G8:
[3] anti,mask
[3] soliciting,donations
[3] #antimask,lawsuit
[3] antivaxwatchorg,thereal_truther
[3] alter,ego
[3] self,serving
[3] krupali,dkthomp
[3] dkthomp,yeah
[3] yeah,antivaxx
[3] antivaxx,sister

Top Word Pairs in Tweet in G9:
[7] bfmtv,suis
[7] suis,d'accord
[7] d'accord,attendre
[7] attendre,complotistes
[7] complotistes,antivaxx
[7] antivaxx,aller
[7] aller,resto
[6] songsa93,bfmtv
[5] anti,masques
[3] antivaxx,anti

Top Word Pairs in Tweet in G10:
[77] #antivaxx,#covididiot
[76] diariestrucker,#antivaxx

Top Replied-To
Top Replied-To in Entire Graph:
@gooboberti
@triplexcourt
@naomirwolf
@andydavidson14
@awake46741951
@thenerdynurse
@jsaholmes
@bridgetphetasy
@magenta173
@timeo_danaos

Top Replied-To in G2:
@oatila
@lalasnowhite
@rcpinto_
@lmos00

Top Replied-To in G3:
@cabirolgerard
@atalaye99
@nicolai19216392
@voks45
@docpepper_fr
@twitterfrance
@univamu
@boutaour
@biliseijo
@mikeulkeul4

Top Replied-To in G5:
@stustin

Top Replied-To in G6:
@britainfree
@telegraph
@tuppymarmaduke
@bitebackpub
@mecwfairy
@skepticalzebra
@michonskye
@tarsins
@boomsbusts
@day_of_liberty

Top Replied-To in G7:
@friendof_darwin
@woodywoodcaster
@tsunami_64

Top Replied-To in G8:
@naomirwolf
@ritamollerpalma
@tracyproutbunye
@keepctfree
@provaxtexan
@johnnynovio
@thereal_truther
@gorskon
@rubberduckcanuk
@angie4_liberty

Top Replied-To in G9:
@missrebecca666
@docarnica
@bfmtv
@mamanpirate
@vivere_svizzera
@acegond
@kendette
@alblevert
@helenerossinot
@mathzefencer

Top Replied-To in G10:
@nervardia

Top Mentioned
Top Mentioned in Entire Graph:
@oatila
@adamtotscomix
@bruce_arthur
@diariestrucker
@salopettescorbu
@aribahabdullah
@magenta173
@nain_portekoi
@wargonm
@jeannakadlec

Top Mentioned in G1:
@queenxunstable
@nicegoingadam

Top Mentioned in G2:
@oatila
@suelifeliz

Top Mentioned in G3:
@wargonm
@divizio1
@acles__
@raoult_didier
@lionel_case
@debunkmoutarde
@magcarco
@rosedeb_
@leplaymobil28
@microbiomdigest

Top Mentioned in G4:
@adamtotscomix

Top Mentioned in G5:
@bruce_arthur
@independent
@krismeloche
@poundingsalt
@stustin

Top Mentioned in G6:
@britainfree
@jotasport
@jotaaviation
@oneserveco
@bajaboard
@marmaduketuppy
@trollzoo
@simondolan
@seancollins66
@jamesmelville

Top Mentioned in G7:
@imkimaaron
@anthonyt2_mufc
@janetb172
@diariestrucker
@myhighhills
@patricktheb
@htownsmitty
@michellmybell1
@megavolt1
@impeachqueen

Top Mentioned in G8:
@thereal_truther
@dkthomp
@ctdems
@antivaxwatchorg
@deonandan
@robertkennedyjr
@repleezeldin
@nedlamont
@senatorduff
@informedct

Top Mentioned in G9:
@bfmtv
@lacombekarine1
@songsa93
@laissonslespre1
@deer174229
@citizen4sci
@olivierveran
@sachabenhamou_
@olivier_power
@jlesgards

Top Mentioned in G10:
@diariestrucker

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@natransversal
@diraholanda
@inabster
@independent
@wrikent3500
@britpoptarts
@padakitty
@cipherequality
@daily_express

Top Tweeters in G1:
@aspiemum
@furnessgirl
@eddwilson
@eire353
@didiraja
@destiellavich
@wolveriffverine
@someioneiyghost
@dihahmfrds
@t0pol

Top Tweeters in G2:
@natransversal
@diraholanda
@silvrib
@cout_ma
@complexabel
@choracuica
@warley_lopes
@joclau53
@joaosergio
@heliopaz

Top Tweeters in G3:
@marclandes40
@ngourd
@lemondefr
@chaussat_helene
@latourygermain
@benico007
@clementsalviani
@flojagg
@griseldacdf
@29aatea

Top Tweeters in G4:
@yourboswell
@chrisgmar
@yourlocalmeme69
@joey_chris__
@celsior600
@ucontrolmyheart
@eubrubo
@douteirashii
@borgestthiago
@malalinha91

Top Tweeters in G5:
@independent
@wrikent3500
@jmhamiltonblog
@ksp_libs
@aaronc_48
@bruce_arthur
@beatlebabe49
@musingsbyshe
@torontoddg
@lmv6719

Top Tweeters in G6:
@dailymirror
@guardian
@thesun
@bbcnews
@telegraph
@dailymailuk
@financialtimes
@iromg
@itvnews
@thetimes

Top Tweeters in G7:
@michellmybell1
@rjdownard
@catheri77148739
@thegod_particle
@scepticdust
@diamondlynne1
@mirandadied4u
@scientiapercept
@debbiepalm44
@nosciencedenial

Top Tweeters in G8:
@montique47
@mlb
@nbcconnecticut
@thereal_truther
@naomirwolf
@krupali
@jojofromjerz
@machovell1an
@buddhabman
@gorskon

Top Tweeters in G9:
@bfmtv
@katiaontheearth
@docarnica
@alain_co
@lehmanndrc
@arlette_bendl
@elianecarrier
@sarah41659531
@sudradio
@jdflaysakier

Top Tweeters in G10:
@aworldoutofmind
@hellahandbasket
@routeofthesun
@detemple
@cadetkb
@l1ght3n
@randomnobody86
@mikecannytalk
@pumabare
@kharel_otis


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