antivaxx, Twitter, 3/5/2022 6:17:41 PM, 272559


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antivaxx_2022-03-05_07-30-01.xlsx
antivaxx_2022-03-05_07-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2022
Short Description:
antivaxx via NodeXL https://bit.ly/3IFG0wN
@jossreimer
@wargonm
@rachele39193616
@songsa93
@alexalvarova
@hilarywollis
@idunsdaughter
@kath2cats
@caulfieldtim
@clbear31

Top hashtags:
#antivaxx
#putin
#covid19
#antivaxxers
#covid
#vaccinehesitancy
#antivax
#antipass

Description:
Description
The graph represents a network of 9,221 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, 05 March 2022 at 15:36 UTC.

The requested start date was Saturday, 05 March 2022 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 6-day, 20-hour, 18-minute period from Friday, 25 February 2022 at 21:18 UTC to Friday, 04 March 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 : 9221
Unique Edges : 4244
Edges With Duplicates : 11288
Total Edges : 15532
Number of Edge Types : 5
Tweet : 815
Replies to : 1437
Mentions : 2159
MentionsInRetweet : 5880
Retweet : 5241
Self-Loops : 909
Reciprocated Vertex Pair Ratio : 0.00458715596330275
Reciprocated Edge Ratio : 0.0091324200913242
Connected Components : 1337
Single-Vertex Connected Components : 447
Maximum Vertices in a Connected Component : 5098
Maximum Edges in a Connected Component : 10650
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.078455
Graph Density : 0.000105613401080858
Modularity : 0.560662
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,221 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, 05 March 2022 at 15:36 UTC.

The requested start date was Saturday, 05 March 2022 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 6-day, 20-hour, 18-minute period from Friday, 25 February 2022 at 21:18 UTC to Friday, 04 March 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:
[16] https://www.williamquincybelle.com/2022/02/covid-what-if-us-was-like-canada.html
[7] https://www.williamquincybelle.com/2022/01/covid-premise-of-antis.html
[7] https://www.williamquincybelle.com/2022/01/covid-19-what-would-you-do.html
[7] https://www.williamquincybelle.com/2022/01/dear-antivaxxers-what-about-my-rights.html
[7] https://www.williamquincybelle.com/2022/01/the-world-has-gone-mad-covid-and.html
[7] https://www.williamquincybelle.com/2021/12/what-i-learned-from-parents-who-dont.html
[7] https://www.williamquincybelle.com/2019/04/why-do-we-believe-things-that-arent.html
[7] https://www.williamquincybelle.com/2011/01/god-does-not-help-those-who-help.html
[7] https://twitter.com/AhnaLyia/status/1498139548907634688
[5] https://twitter.com/ahnalyia/status/1498139548907634688

Top URLs in Tweet in G1:
[2] https://twitter.com/BadVaccineTakes/status/1497610368033734659
[1] https://twitter.com/muddybike/status/1498459202448240653
[1] https://twitter.com/Prensa_Ngabe/status/1497314369847320579

Top URLs in Tweet in G2:
[1] https://twitter.com/le_Parisien/status/1489264488918310923
[1] https://twitter.com/lolilapopa/status/1497678258481111043
[1] https://twitter.com/raymondtagn/status/1497879609068691457
[1] https://twitter.com/gaedigsadie/status/1497951457760497666
[1] https://twitter.com/martinewonner/status/1498556065423802373
[1] https://twitter.com/f_philippot/status/1497679081856458753
[1] https://twitter.com/raoult_didier/status/1498303145126080513
[1] https://twitter.com/CNEWS/status/1498267085473996802
[1] https://twitter.com/Riiingmybells/status/1499148491897163781
[1] https://twitter.com/tcabarrus/status/1498189236037685250

Top URLs in Tweet in G3:
[5] https://twitter.com/AhnaLyia/status/1498139548907634688
[4] https://twitter.com/jossreimer/status/1498332370826629125
[4] https://twitter.com/ahnalyia/status/1498139548907634688
[2] https://twitter.com/amer__aljeffrey/status/1497162755748417539
[2] https://www.youtube.com/watch?v=hFIMIdB84yg&feature=youtu.be

[2] https://people.com/movies/ukraine-blake-lively-ryan-reynolds-pledge-match-donations-ukrainian-refugees/
[2] https://twitter.com/fedtriyahya/status/1498680055823843328
[2] https://twitter.com/EvanDonovan/status/1499086276519239680
[2] https://twitter.com/franceinfo/status/1498898369514811394
[2] https://www.sorryantivaxxer.com/post/antivaxx-police-officers-who-contracted-covid

Top URLs in Tweet in G4:
[1] https://twitter.com/WalshFreedom/status/1498650566301523971
[1] https://twitter.com/EricBoehlert/status/1497437612549840898

Top URLs in Tweet in G5:
[1] https://twitter.com/capukrfestival/status/1498047267848306700
[1] https://www.lefigaro.fr/flash-actu/allemagne-250-000-personnes-manifestent-a-cologne-pour-la-paix-en-ukraine-20220228
[1] https://fr.m.wikipedia.org/wiki/Andrew_Wakefield
[1] https://twitter.com/SteredL/status/1498979841328230400
[1] https://twitter.com/Mediavenir/status/1499342409280405504
[1] https://twitter.com/wladtepes/status/1498634452867637248
[1] https://twitter.com/Meriem_Laribi/status/1099260689854746624?t=eva6bCWNTGRL4RmjNNlX1A&s=19
[1] https://twitter.com/NadiaHuet2/status/1499005054313013252
[1] https://twitter.com/Mohit_Raiyani/status/1497871284671479810
[1] https://twitter.com/guilhemricavy/status/1497677009031516167

Top URLs in Tweet in G6:
[2] https://abcnews.go.com/GMA/Wellness/video/covid-19-misinformation-spreading-yoga-community-experts-83082756
[1] https://www.cbc.ca/news/canada/manitoba/covid-19-enforcement-update-manitoba-covid-19-monstrosity-burger-1.6312537
[1] https://www.latimes.com/business/technology/story/2022-02-25/heres-what-putins-disinformation-war-looks-like-on-the-internet
[1] https://www.canlii.org/en/on/onsc/doc/2022/2022onsc1198/2022onsc1198.html

Top URLs in Tweet in G7:
[1] https://twitter.com/gorskon/status/1498464443843371013
[1] https://twitter.com/TIME/status/1499045113531613190
[1] https://twitter.com/RealIvermectin/status/1499063868664037382
[1] https://twitter.com/gorskon/status/1499090586837688327
[1] https://twitter.com/ENirenberg/status/1498852915758485509

Top URLs in Tweet in G8:
[1] https://twitter.com/waltmossberg/status/1498783872607207431

Top URLs in Tweet in G10:
[2] https://www.gofundme.com/f/washington-state-patrol-trooper
[1] https://twitter.com/SpectrumNews1TX/status/1499489820355317762
[1] https://twitter.com/RonFilipkowski/status/1499423673844916229
[1] https://twitter.com/UniverCurious/status/1357511386092498946
[1] https://twitter.com/FreeBra1n/status/1497014421692030982
[1] https://www.youtube.com/watch?v=aztvWxRKqDQ&feature=youtu.be

[1] https://twitter.com/natashabertrand/status/1498633165476442113
[1] https://twitter.com/rawstory/status/1498631385229242375
[1] https://twitter.com/JosteinTF/status/1497562214236049409

Top Domains
Top Domains in Tweet in Entire Graph:
[305] twitter.com
[66] williamquincybelle.com
[13] youtube.com
[5] nytimes.com
[4] latimes.com
[4] co.nz
[3] co.uk
[3] motherjones.com
[3] reuters.com
[2] nhs.uk

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

Top Domains in Tweet in G2:
[15] twitter.com
[1] francetvinfo.fr

Top Domains in Tweet in G3:
[132] twitter.com
[5] youtube.com
[3] nytimes.com
[2] co.nz
[2] francesoir.fr
[2] people.com
[2] blogspot.com
[2] reuters.com
[2] sorryantivaxxer.com
[1] theguardian.com

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[9] twitter.com
[1] lefigaro.fr
[1] wikipedia.org

Top Domains in Tweet in G6:
[2] go.com
[1] cbc.ca
[1] latimes.com
[1] canlii.org

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

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

Top Domains in Tweet in G10:
[7] twitter.com
[2] gofundme.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[621] antivaxx
[75] putin
[72] covid19
[63] antivaxxers
[55] covid
[38] vaccinehesitancy
[34] antivax
[34] antipass
[33] coronavirus
[29] giletsjaunes



Top Hashtags in Tweet in G1:
[2] covid19vaccines
[1] vaccineswork

Top Hashtags in Tweet in G2:
[18] antivaxx
[7] giletsjaunes
[5] antipass
[3] poutine
[2] melenchon
[2] zemmour
[2] passsanitaire
[2] béziers
[2] infirmière
[2] prison

Top Hashtags in Tweet in G3:
[83] antivaxx
[9] ukraine
[7] poutine
[7] covidiots
[7] covid19
[6] antipass
[6] russie
[6] antivax
[5] macron
[5] nwo

Top Hashtags in Tweet in G4:
[2] maga
[2] antivaxx
[2] facepalm
[1] goptraitorstodemocracy

Top Hashtags in Tweet in G5:
[35] antivaxx
[13] antipass
[8] giletsjaunes
[5] complotiste
[5] antitout
[4] poutine
[4] ukraine
[4] moutonperroquet
[3] toutsaufmacronpecresse
[3] russie

Top Hashtags in Tweet in G6:
[197] antivaxx
[62] putin
[13] mercola
[2] covid19
[1] mbpoli
[1] covid
[1] scicomm
[1] misinformation

Top Hashtags in Tweet in G7:
[11] antivaxx
[7] covid19
[6] vaccines
[3] vaccinated
[2] science
[2] jewish
[1] antivaxxers
[1] flccc
[1] fakenews

Top Hashtags in Tweet in G10:
[5] antivaxx
[2] antimask
[2] maga
[1] kochwhore
[1] antivax
[1] nomask
[1] maskswork
[1] reset
[1] plaguerats
[1] zelensky

Top Words
Top Words in Tweet in Entire Graph:
[6373] antivaxx
[2521] twitter
[2474] russia
[2374] anyone
[2370] massive
[2360] bots
[2350] noticed
[2344] jossreimer
[2342] sudden
[2340] absence

Top Words in Tweet in G1:
[2313] antivaxx
[2303] jossreimer
[2302] bots
[2299] anyone
[2299] noticed
[2299] sudden
[2299] absence
[2299] twitter
[2299] restricted
[2299] russia

Top Words in Tweet in G2:
[1115] antivaxx
[750] contre
[526] songsa93
[507] toujours
[504] jaunes
[502] guerre
[502] europe
[502] avons
[502] manifestent
[501] déroule

Top Words in Tweet in G3:
[398] antivaxx
[82] #antivaxx
[51] pro
[41] covid
[36] sont
[31] people
[31] anti
[30] c'est
[27] tak
[24] dia

Top Words in Tweet in G4:
[348] antivaxx
[340] channels
[340] alexalvarova
[339] antimask
[337] notice
[337] crypto
[337] fighting
[337] freedom
[337] against
[337] government

Top Words in Tweet in G5:
[168] antivaxx
[59] tout
[52] dire
[52] donc
[46] vient
[45] biohospitalix
[45] techniciennes
[45] suspendu
[45] labo
[45] explication

Top Words in Tweet in G6:
[197] #antivaxx
[193] caulfieldtim
[82] bunk
[79] mother
[69] bs
[68] incredible
[68] similar
[68] past
[68] current
[68] retain

Top Words in Tweet in G7:
[11] #antivaxx
[9] antivaxx
[7] people
[7] #covid19
[6] monstercoyliar
[6] skepticalmutant
[6] doritmi
[6] mcfunny
[6] brigade
[6] #vaccines

Top Words in Tweet in G8:
[106] slpng_giants
[68] russian
[67] sorry
[67] language
[67] advertiser
[67] cable
[67] company
[67] continue
[67] support
[67] absolutely

Top Words in Tweet in G9:
[2] mucusmucous
[2] melanie33720945
[2] 1pckt
[2] wally_wego
[2] ah_science
[2] antivaxx
[2] citrinecharlie

Top Words in Tweet in G10:
[15] antivaxx
[7] gop
[5] being
[5] #antivaxx
[4] right
[4] child
[4] anti
[4] pandemic
[3] wing
[3] foxnews

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2344] antivaxx,bots
[2340] anyone,noticed
[2340] noticed,sudden
[2340] sudden,absence
[2340] absence,antivaxx
[2340] bots,twitter
[2340] twitter,restricted
[2340] restricted,russia
[2340] russia,massive
[2339] jossreimer,anyone

Top Word Pairs in Tweet in G1:
[2302] antivaxx,bots
[2299] anyone,noticed
[2299] noticed,sudden
[2299] sudden,absence
[2299] absence,antivaxx
[2299] bots,twitter
[2299] twitter,restricted
[2299] restricted,russia
[2299] russia,massive
[2298] jossreimer,anyone

Top Word Pairs in Tweet in G2:
[503] jaunes,antivaxx
[501] guerre,déroule
[501] déroule,europe
[501] europe,toulon
[501] toulon,avons
[501] avons,toujours
[501] toujours,teubés
[501] teubés,jaunes
[501] antivaxx,manifestent
[501] manifestent,contre

Top Word Pairs in Tweet in G3:
[16] pro,poutine
[10] antivaxx,anti
[7] antivaxx,propaganda
[7] pro,putin
[6] antivaxx,pro
[6] quand,même
[6] far,right
[6] anti,mask
[5] ils,sont
[5] antivaxx,sont

Top Word Pairs in Tweet in G4:
[339] antivaxx,antimask
[337] notice,antivaxx
[337] antimask,crypto
[337] crypto,channels
[337] channels,fighting
[337] fighting,freedom
[337] freedom,against
[337] against,government
[337] government,tyranny
[336] alexalvarova,notice

Top Word Pairs in Tweet in G5:
[45] donc,techniciennes
[45] techniciennes,antivaxx
[45] antivaxx,suspendu
[45] suspendu,labo
[45] labo,vient
[45] vient,dire
[45] dire,explication
[45] explication,tout
[45] tout,faute
[44] biohospitalix,donc

Top Word Pairs in Tweet in G6:
[68] incredible,similar
[68] similar,past
[68] past,#antivaxx
[68] #antivaxx,bunk
[68] bunk,current
[68] current,bs
[68] bs,retain
[68] retain,pure
[68] pure,body
[68] body,mother

Top Word Pairs in Tweet in G7:
[4] life's,short
[4] short,waste
[4] waste,time
[4] sad,true
[4] true,experience
[4] experience,live
[4] live,pro
[4] pro,#vaccines
[4] #vaccines,anti
[4] anti,mandates

Top Word Pairs in Tweet in G8:
[67] sorry,language
[67] language,advertiser
[67] advertiser,cable
[67] cable,company
[67] company,continue
[67] continue,support
[67] support,absolutely
[67] absolutely,disgusting
[67] disgusting,russian
[66] slpng_giants,sorry

Top Word Pairs in Tweet in G10:
[3] right,wing
[2] donated,ingraham's
[2] ingraham's,hero
[2] hero,pawn
[2] pawn,right
[2] wing,media
[2] media,antivaxx
[2] antivaxx,message
[2] weird,govabbott
[2] govabbott,gregabbott_tx

Top Replied-To
Top Replied-To in Entire Graph:
@franceinfo
@f_philippot
@danielortop
@yvan_duvent
@wargonm
@dombul
@freutnovich
@weillclaude
@jossreimer
@janainadobrasil

Top Replied-To in G1:
@jossreimer
@mrsjs2021
@juliadavisnews
@bradloncar
@ryangerritsen
@garossino

Top Replied-To in G2:
@weillclaude
@lazgougeon
@frenchieinlimbo
@docpepper_fr
@songsa93
@wargonm
@ccelinette
@censored7770
@valliniandre
@antiprocovidbx

Top Replied-To in G4:
@alexalvarova
@xaaranovack
@bielcikpeter

Top Replied-To in G5:
@f_philippot
@cryprojack
@p_duval
@victorsinclair3
@docamine_
@divizio1
@stachou57
@yvespdb
@schmerchris
@veroniquegenest

Top Replied-To in G6:
@colindmello
@terrypolevoy
@jonathanstea

Top Replied-To in G7:
@suesue2point0
@4thechelon22
@samfriedman64
@f250roush
@elonsuper
@ellesm
@w1nston984
@bee_terrence

Top Replied-To in G8:
@dirittofrontier
@ziagabriella1
@galfplays
@silviabucarelli
@maej43

Top Replied-To in G9:
@mucusmucous
@sicut_lupus

Top Replied-To in G10:
@marshablackburn
@nathanmackbrown
@seanhannity
@foxnews
@mikedewine
@g_laborde
@hctorluisriver4
@william230616
@gop

Top Mentioned
Top Mentioned in Entire Graph:
@jossreimer
@songsa93
@alexalvarova
@wargonm
@caulfieldtim
@weillclaude
@slpng_giants
@socialistboomer
@wqbelle
@itosettimd_mba

Top Mentioned in G1:
@jossreimer
@kelvinkevinsky
@scottgal

Top Mentioned in G2:
@songsa93
@wargonm
@weillclaude
@docpepper_fr
@dupontaignan
@franceinter
@ralifromparis
@helenerky
@frenchieinlimbo
@biohospitalix

Top Mentioned in G3:
@gilbro2010
@revilosim
@knowled79420294
@_tomfreda
@emffact
@spiashford
@brouilleur
@debeauxos1

Top Mentioned in G4:
@alexalvarova
@saintsfan5348
@phoenixonwheels
@jossreimer
@andreatcox
@olikockova

Top Mentioned in G5:
@biohospitalix
@e
@divizio1
@f_philippot
@zemmoureric
@wargonm
@docamine_
@supervroo
@veroniquegenest
@mlp_officiel

Top Mentioned in G6:
@caulfieldtim
@jossreimer
@lsf58
@abc
@_b_contreras_
@thewendylee
@alexalvarova
@docmcohen
@carlyweeks
@picardonhealth

Top Mentioned in G7:
@monstercoyliar
@skepticalmutant
@doritmi
@mcfunny
@marikasboros
@carlsmythe
@frankdelia7
@crabb_vicki
@andrewlazarus4
@provaxtexan

Top Mentioned in G8:
@slpng_giants
@twitter
@gwensnyderphl
@jossreimer
@ochernobil
@tanapertutti1
@fattoquotidiano
@bastacosi15
@mediasettgcom24
@itosettimd_mba

Top Mentioned in G9:
@melanie33720945
@1pckt
@wally_wego
@ah_science
@felix_cat7
@pray2pesci
@thomas__5150
@a_damned_smith
@stilldizzy2
@rossgilroy

Top Mentioned in G10:
@gop
@govabbott
@govrondesantis
@youtube
@gregabbott_tx
@uf
@puertorro_y_que
@ahpadovani
@siskopr
@carlosrnavarro1

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@applesupport
@independent
@_redfrog
@yarosisnancy
@lizditz
@wardj15
@sandradunn1955
@blueflower1096
@rhiles2760

Top Tweeters in G1:
@sandradunn1955
@monty_chadha
@joannecangal
@katcapps
@jjj5819
@johangreg
@paulstewartii
@ansisegle
@ken_crichlow
@adekleine

Top Tweeters in G2:
@she534
@costeslioneler
@deycatherine1
@nicobaudon
@bourganne
@nordsud6213
@lenamaddie18
@cd_land
@joe_le_zef
@polluxeblog

Top Tweeters in G3:
@debeauxos1
@areck0001
@cahbuzelim
@malequearrasyid
@siti_najihah
@amirhimself
@khalidkarim
@tsavkko
@omamx19096
@piya_sofia

Top Tweeters in G4:
@yarosisnancy
@rhiles2760
@betterw05759703
@sylviaz1913
@avonan
@marykeithbare1
@cryborg
@runpattirun
@on_bender
@bbkenn92

Top Tweeters in G5:
@_redfrog
@yvespdb
@l_oranaise_
@elianecarrier
@lauredemontalem
@lehmanndrc
@jrs55963004
@jeromegodefroy
@lehuffpost
@lafeevivianeb

Top Tweeters in G6:
@denniskoch10
@suestroud
@rowaenthe
@gmarie55
@shayne571
@abc
@fuzzywuzzyto
@cangal_39
@fagankara
@bruce_arthur

Top Tweeters in G7:
@lizditz
@cnn
@doritmi
@msnbc
@scepticalaussie
@_mamadeb
@gmacvhhh
@monstercoyliar
@takethatct
@mcfunny

Top Tweeters in G8:
@1loriking
@n7irl
@samhainnight
@kskm3
@fightkidscancer
@spydoggie
@bruinsfan197
@bret_hitch
@flamingogrrl
@theleftyleftie

Top Tweeters in G9:
@takethatdarwin
@zapher134
@zypisfy
@timewarden1
@scientiapercept
@nosciencedenial
@malo_j
@janetb172
@doubledumas
@cern_lxxl

Top Tweeters in G10:
@all100senators
@foxnews
@wfla
@ahpadovani
@gail_glovesoff
@g_laborde
@freebra1n
@otpor17
@bbwritercrd
@tiktok_us


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