antivaxx, Twitter, 4/9/2022 7:20:21 PM, 274573


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antivaxx_2022-04-09_07-30-01.xlsx
antivaxx_2022-04-09_07-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 09, 2022
Short Description:
antivaxx via NodeXL https://bit.ly/3LOJdeA
@pittaya
@faitsetsources
@reclaimis
@twittersupport
@borisgeneve
@nain_portekoi
@twitterfrance
@hansel21_
@jamesfwells
@notright510710

Top hashtags:
#antivaxx
#covid19
#covid
#complotistes
#antivaxxers
#vaccination
#covid_19

Description:
Description
The graph represents a network of 8,468 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, 09 April 2022 at 14:45 UTC.

The requested start date was Saturday, 09 April 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 11-day, 17-hour, 17-minute period from Saturday, 26 March 2022 at 00:01 UTC to Wednesday, 06 April 2022 at 17:19 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 : 8468
Unique Edges : 4222
Edges With Duplicates : 9775
Total Edges : 13997
Number of Edge Types : 5
Retweet : 4051
MentionsInRetweet : 4486
Replies to : 1548
Mentions : 3285
Tweet : 627
Self-Loops : 656
Reciprocated Vertex Pair Ratio : 0.00703009373458313
Reciprocated Edge Ratio : 0.0139620330679731
Connected Components : 1181
Single-Vertex Connected Components : 362
Maximum Vertices in a Connected Component : 2925
Maximum Edges in a Connected Component : 5852
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 4.755991
Graph Density : 0.000113879559861708
Modularity : 0.548557
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,468 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, 09 April 2022 at 14:45 UTC.

The requested start date was Saturday, 09 April 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 11-day, 17-hour, 17-minute period from Saturday, 26 March 2022 at 00:01 UTC to Wednesday, 06 April 2022 at 17:19 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:
[17] https://resistancerepublicaine.com/2022/04/01/colloque-des-antivaxx-a-lihu-raoult-en-pleine-forme-arrose-mac-kinsey-et-macron/
[13] https://www.rollingstone.com/politics/politics-features/qanon-gene-ho-mayor-trump-antivaxx-1235886/
[12] https://www.thesun.co.uk/news/15141510/anti-vax-conspiracy-antivaxx-movement-documentary/
[8] https://twitter.com/katystoll/status/1507823993776005127
[4] https://www.reuters.com/article/factcheck-coronavirus-vaccines-idUSL1N2TN1PP
[4] https://www.williamquincybelle.com/2022/02/covid-what-if-us-was-like-canada.html
[3] https://twitter.com/CoronavirusBra1/status/1510323996641964042
[3] https://www.bbc.com/news/uk-england-stoke-staffordshire-59593729
[3] https://www.zmescience.com/science/news-science/antivaxx-kremlin-propaganda-220232022/
[3] https://twitter.com/FilmUpdates/status/1508851538147647493

Top URLs in Tweet in G1:
[1] https://twitter.com/sikhi27618125/status/1510257260404314118

Top URLs in Tweet in G2:
[6] https://twitter.com/katystoll/status/1507823993776005127
[3] https://twitter.com/FilmUpdates/status/1508851538147647493
[3] https://resistancerepublicaine.com/2022/04/01/colloque-des-antivaxx-a-lihu-raoult-en-pleine-forme-arrose-mac-kinsey-et-macron/
[3] https://twitter.com/CoronavirusBra1/status/1510323996641964042
[2] https://twitter.com/f4izalhassan/status/1507969292410638339
[2] https://www.lequipe.fr/Football/Actualites/Miguel-van-damme-gardien-belge-du-cercle-bruges-est-decede/1324846
[1] https://www.crikey.com.au/2022/03/25/australias-anti-vaccine-movement-is-collapsing/
[1] https://twitter.com/politicalmath/status/1507583166311190532
[1] https://twitter.com/ivanrioufol/status/1507642341913513992
[1] https://www.chinapress.com.my/?p=2907552

Top URLs in Tweet in G3:
[3] https://www.bbc.com/news/uk-england-stoke-staffordshire-59593729
[1] https://twitter.com/hansel21_/status/1510986054324699137?s=21&t=-JqelY5ocy5KbEKMg5TsZg
[1] https://twitter.com/hansel21_/status/1508765367841312769
[1] https://twitter.com/hansel21_/status/1508916120216084486
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900054-8%2Ffulltext&rc=0
[1] https://twitter.com/grumpyolddoc/status/1509199150147158028
[1] https://twitter.com/blockedbykenny/status/1507654749805592578
[1] https://pubmed.ncbi.nlm.nih.gov/21300566/

Top URLs in Tweet in G4:
[1] https://twitter.com/Apostiller1/status/1509576035041427458
[1] https://www.franceculture.fr/societe/a-l-origine-des-fausses-nouvelles-l-influence-meconnue-d-edward-bernays
[1] https://www.sorryantivaxxer.com/
[1] https://twitter.com/cnews/status/1508011935043833856

Top URLs in Tweet in G5:
[1] https://www.thestar.com/news/investigations/2022/03/19/how-vaccination-status-might-predict-views-on-the-russian-invasion-of-ukraine.html

Top URLs in Tweet in G6:
[4] https://www.reuters.com/article/factcheck-coronavirus-vaccines-idUSL1N2TN1PP
[1] https://www.lemonde.fr/economie/article/2022/03/31/covid-19-l-arrivee-du-vaccin-francais-de-valneva-se-precise-sur-un-marche-deja-tres-occupe_6119925_3234.html
[1] https://www.nejm.org/doi/full/10.1056/nejmoa2034577?cookieSet=1
[1] https://jamanetwork.com/journals/jama/fullarticle/2782047?guestAccessKey=119e3c9e-dcab-42ff-95ce-e9fb7ff5e1c9&utm_source=silverchair&utm_medium=email&utm_campaign=article_alert-jama&utm_content=olf&utm_term=071221
[1] https://twitter.com/f_philippot/status/1509056339091329027

Top URLs in Tweet in G7:
[1] https://twitter.com/Darklyter1/status/1509648865040949251
[1] https://twitter.com/France5tv/status/1510241639029108736
[1] https://twitter.com/GrablyR/status/1510875716568690690
[1] https://www.mediapart.fr/journal/economie/110222/dix-annees-de-desindustrialisation-la-sauce-macron?utm_source=global&utm_medium=social&utm_campaign=SharingApp&xtor=CS3-5
[1] https://www.leparisien.fr/faits-divers/projet-de-coup-detat-a-lelysee-sept-suspects-de-la-mouvance-complotiste-en-garde-a-vue-23-03-2022-R3N3MGXDYFDFTAMPIAXUSAJSK4.php
[1] https://twitter.com/valent1pierre/status/1510245516105371655

Top URLs in Tweet in G8:
[1] https://www.medpagetoday.com/special-reports/exclusives/97544
[1] https://www.sorryantivaxxer.com
[1] https://twitter.com/liqadr/status/1510172210295709696
[1] https://www.youtube.com/watch?v=o8hYrNsRoTs


Top URLs in Tweet in G9:
[1] https://twitter.com/incompleteocean/status/1509670404587147265
[1] https://www.forbes.com/sites/zacharysmith/2022/04/01/heart-complications-more-likely-from-covid-than-from-vaccines-study-finds/

Top URLs in Tweet in G10:
[1] https://en.m.wikipedia.org/wiki/Simpson%27s_paradox

Top Domains
Top Domains in Tweet in Entire Graph:
[242] twitter.com
[19] williamquincybelle.com
[17] resistancerepublicaine.com
[16] co.uk
[14] rollingstone.com
[6] reuters.com
[3] sorryantivaxxer.com
[3] youtube.com
[3] com.au
[3] bbc.com

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

Top Domains in Tweet in G2:
[123] twitter.com
[3] resistancerepublicaine.com
[2] yahoo.com
[2] cbsnews.com
[2] lequipe.fr
[1] com.au
[1] com.my
[1] index.hr
[1] co.uk
[1] zmescience.com

Top Domains in Tweet in G3:
[5] twitter.com
[3] bbc.com
[1] elsevierhealth.com
[1] nih.gov

Top Domains in Tweet in G4:
[2] twitter.com
[1] franceculture.fr
[1] sorryantivaxxer.com

Top Domains in Tweet in G5:
[1] thestar.com

Top Domains in Tweet in G6:
[4] reuters.com
[1] lemonde.fr
[1] nejm.org
[1] jamanetwork.com
[1] twitter.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] mediapart.fr
[1] leparisien.fr

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

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

Top Domains in Tweet in G10:
[1] wikipedia.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[208] antivaxx
[30] covid19
[26] covid
[21] complotistes
[20] antivaxxers
[19] vaccination
[18] covid_19
[16] pfizergate
[14] antipasssanitaire
[13] dictadurasanitaria



Top Hashtags in Tweet in G2:
[26] antivaxx
[4] covid19
[4] complotistes
[4] covid
[4] conspiracy
[3] vaccines
[3] tpmp
[3] antivax
[2] antipass
[2] oscars

Top Hashtags in Tweet in G3:
[8] antivaxx
[1] cranks
[1] grift

Top Hashtags in Tweet in G4:
[11] antivaxx
[11] complotistes
[10] antipasssanitaire
[8] antimacron
[8] fachos
[7] antitout
[5] patriochiottes
[5] cretinsrouges
[5] cretinsbruns
[4] crétinsjaunes

Top Hashtags in Tweet in G6:
[27] antivaxx
[8] covid19
[5] nofakemed
[5] propagande
[5] infox
[5] fakenews
[4] covidiots
[3] fake
[3] vaccin
[2] libertay

Top Hashtags in Tweet in G7:
[3] antivaxx
[2] giletsjaunes
[1] zemmour
[1] mlp
[1] mã©lenchon
[1] spoutnik
[1] corinnemasiero
[1] annieduperey
[1] evadarlan
[1] soignantssuspendus

Top Hashtags in Tweet in G8:
[1] chaquevotecompte
[1] polqc
[1] gofundyourself

Top Words
Top Words in Tweet in Entire Graph:
[17616] ˆà
[11735] µà
[11695] šà
[8781] ªà
[8774] žà
[5422] antivaxx
[2922] Ĉ
[2921] pittaya
[2921] š
[399] percent

Top Words in Tweet in G1:
[17508] ˆà
[11672] šà
[11672] µà
[8754] žà
[8754] ªà
[2918] antivaxx
[2918] Ĉ
[2918] š
[2917] pittaya

Top Words in Tweet in G2:
[358] antivaxx
[37] covid
[25] #antivaxx
[22] vaccine
[21] people
[18] anti
[17] being
[16] ce
[14] nã
[13] em

Top Words in Tweet in G3:
[104] antivaxx
[14] thereal_truther
[13] doritmi
[13] ugghater
[12] mcfunny
[12] monstercoyliar
[12] takethatct
[12] andrewlazarus4
[12] provaxtexan
[12] burgerlab12

Top Words in Tweet in G4:
[79] antivaxx
[64] par
[63] dire
[62] nain_portekoi
[60] vu
[58] tweets
[58] vois
[57] bon
[57] comment
[57] tes

Top Words in Tweet in G5:
[399] percent
[209] oneunderscore__
[208] people
[203] canada
[203] believe
[202] startling
[202] data
[202] 26
[202] unvaccinated
[202] russia

Top Words in Tweet in G6:
[62] vaccin
[44] antivaxx
[42] ce
[34] faitsetsources
[32] alors
[30] donc
[30] sera
[28] n'est
[28] quel
[28] nouveau

Top Words in Tweet in G7:
[62] antivaxx
[20] cã
[19] tã
[14] jlm
[12] complotistes
[12] pjacquemain
[11] jlmelenchon
[11] tiens
[11] anny
[11] duperey

Top Words in Tweet in G8:
[62] ils
[59] par
[56] sont
[52] e_duhaime
[49] pconservateurqc
[48] nuire
[47] mauvaislive
[47] masse
[47] essaient
[47] disant

Top Words in Tweet in G9:
[8] antivaxx
[2] bumpus_lumpus
[2] heathenwombat
[2] wpcguy
[2] dirk_fasshauer
[2] mucusmucous
[2] god
[2] good
[2] dont
[2] more

Top Words in Tweet in G10:
[23] antivaxx
[10] lozzafox
[4] gbnews
[4] lies
[3] anti
[3] jamesdelingpole
[3] corbyn
[3] fox
[3] jeremy
[3] incels

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5868] µà,ˆà
[5843] šà,šà
[2950] ˆà,µà
[2945] ˆà,ˆà
[2932] ˆà,ªà
[2929] žà,ˆà
[2927] antivaxx,ˆà
[2926] šà,µà
[2925] ˆà,žà
[2924] ªà,ªà

Top Word Pairs in Tweet in G1:
[5836] šà,šà
[5836] µà,ˆà
[2918] žà,ˆà
[2918] ˆà,ˆà
[2918] ˆà,ªà
[2918] ªà,žà
[2918] žà,antivaxx
[2918] antivaxx,ˆà
[2918] ˆà,ƒà
[2918] ƒà,šà

Top Word Pairs in Tweet in G2:
[8] antivaxx,crowd
[7] being,antivaxx
[6] taylor,hawkins
[6] complotistes,antivaxx
[6] jim,carrey
[5] ils,ont
[4] covid,19
[4] antivaxx,movement
[4] antivaxx,pro
[4] etc,ils

Top Word Pairs in Tweet in G3:
[10] ptuk_us,anzacmegan
[10] larcombepeter,doritmi
[10] doritmi,burgerlab12
[10] burgerlab12,francescopanch0
[10] quesnel_john,i_am_joli_anne
[10] i_am_joli_anne,agoldsmithesq
[10] agoldsmithesq,stevenmosher
[10] gmacvhhh,quigley_jesse
[10] midnight_t0kr,mchael21592783m
[10] mchael21592783m,thereal_truther

Top Word Pairs in Tweet in G4:
[57] tes,tweets
[56] bon,rené
[56] rené,comment
[56] comment,dire
[56] dire,vu
[56] vu,comptes
[56] comptes,suivis
[56] suivis,par
[56] par,ceux
[56] ceux,aiment

Top Word Pairs in Tweet in G5:
[203] people,canada
[203] canada,believe
[202] startling,data
[202] data,26
[202] 26,percent
[202] percent,unvaccinated
[202] unvaccinated,people
[202] believe,russia
[202] russia,invading
[202] invading,ukraine

Top Word Pairs in Tweet in G6:
[27] nouveau,vaccin
[27] vaccin,arrive
[27] ce,n'est
[27] n'est,vaccin
[27] vaccin,arn
[27] arn,quel
[27] quel,sera
[27] sera,donc
[27] donc,l'excuse
[26] faitsetsources,alors

Top Word Pairs in Tweet in G7:
[19] cã,tã
[11] pjacquemain,tiens
[11] tiens,anny
[11] anny,duperey
[11] duperey,lâ
[11] lâ,antivaxx
[11] antivaxx,manifestait
[11] manifestait,cã
[11] tã,vizio
[11] vizio,jean

Top Word Pairs in Tweet in G8:
[48] e_duhaime,pconservateurqc
[47] masse,sont
[47] ils,essaient
[47] essaient,nuire
[47] nuire,e_duhaime
[47] pconservateurqc,disant
[47] disant,sylvie
[46] médias,masse
[46] sont,dégueulasses
[46] dégueulasses,ils

Top Word Pairs in Tweet in G9:
[2] medical,system

Top Word Pairs in Tweet in G10:
[2] antivaxx,loon
[2] antivaxx,anti
[2] antivaxx,lies
[2] jeremy,hosking
[2] lozzafox,marksteynonline
[2] utter,utter
[2] janet_cutts1,dean_hatchy
[2] joeblob20,shawdj
[2] shawdj,mcrobredz
[2] mmcc99971705,pstewed

Top Replied-To
Top Replied-To in Entire Graph:
@eddiemacintyre
@mostashi2
@booboothebabe_
@dr_l_alexandre
@martinewonner
@katystoll
@mikilamalice
@le_parisien
@absolutelyallan
@ugghater

Top Replied-To in G2:

Top Replied-To in G3:
@absolutelyallan
@ugghater
@sophielouisecc
@dave35547237
@jasminemegano
@mickthestick99
@vault_code
@triplesilk
@chiddyfluff
@deesonoio

Top Replied-To in G4:
@martinewonner
@mikilamalice
@verity_france
@mysterionnfs
@off_twi5
@myriamhebuterne
@ilan16ans
@darklyter1
@rene_chiche
@gereffe

Top Replied-To in G5:
@mzsirius7

Top Replied-To in G6:
@le_parisien
@lci
@so_ny13
@bfmtv
@papanours60
@birdoulemoquet1
@django357
@damocls_810
@cnews
@mikedesouche

Top Replied-To in G7:
@fastrach
@hervelefebvre4
@wargonm
@grompf3
@coline_serra
@aleaument
@pjacquemain
@aymeric63000
@romaincaillet
@papa_prof

Top Replied-To in G8:
@ninie78
@jeffmil90468222
@frank_buko
@haldol
@yoogiew
@gamachemylene
@adhereplus
@keokukwesterns
@sebproulx
@sebastien_cote_

Top Replied-To in G9:
@deanomartino1
@bethanyincbr
@nonlockstep
@gumbeauxmike
@calmjims
@thevivafrei

Top Replied-To in G10:
@lozzafox
@dominiquetaegon
@juliahb1
@swaledalemutton
@nhsengland
@gbnews
@diane_berwick
@ranxius
@rechs_tyrus
@johanne31785773

Top Mentioned
Top Mentioned in Entire Graph:
@pittaya
@oneunderscore__
@nain_portekoi
@e_duhaime
@pconservateurqc
@mauvaislive
@slpng_giants
@gyamey
@faitsetsources
@omgno2trump

Top Mentioned in G1:
@pittaya

Top Mentioned in G2:
@avobrazorunma4
@ernestonewage
@liliana18183555
@matrixmemories
@ssydear

Top Mentioned in G3:
@doritmi
@thereal_truther
@mcfunny
@andrewlazarus4
@provaxtexan
@skepticalmutant
@frankdelia7
@top_muppetries
@_mamadeb
@monstercoyliar

Top Mentioned in G4:
@nain_portekoi
@verity_france
@marc_doyer
@jeanlassalle
@zemmoureric
@senat
@laissonslespre1
@arikouts
@reinfocovidoff
@resistonsfrance

Top Mentioned in G5:
@oneunderscore__
@warclandestine
@wildrootsstudio
@tiredinor4now

Top Mentioned in G6:
@faitsetsources
@papanours60
@bfmtv
@cnews
@isvv_bordeaux
@les_vaxxeuses
@oenocactus
@dvdgchrd
@f_philippot
@szkudlarekv

Top Mentioned in G7:
@jlmelenchon
@panarmorix
@jmlekoala
@pjacquemain
@huhuhuom
@boitasavon
@emmanuelmacron
@chrileblanc
@fabien_roussel
@caissesdegreve

Top Mentioned in G8:
@e_duhaime
@pconservateurqc
@mauvaislive
@jean__emard
@summumtop
@fightyourwayup
@jayrou75
@haldol
@adhereplus
@eunoia_sentry

Top Mentioned in G9:
@bumpus_lumpus
@heathenwombat
@wpcguy
@dirk_fasshauer
@mucusmucous
@malo_j
@justintrudeau
@ozziemalone1
@nosciencedenial
@thegod_particle

Top Mentioned in G10:
@lozzafox
@jamesdelingpole
@gbnews
@ukhsa
@martindaubney
@thereclaimparty
@marksteynonline
@archaicnonsense
@djmorpheus2007
@janet_cutts1

Top Tweeters
Top Tweeters in Entire Graph:
@pjluveverything
@thaitvnews
@kiimiie9419
@zsinein
@_redfrog
@sddphoto
@fernb2uty
@lizditz
@sandy_infinite
@miwwa_13

Top Tweeters in G1:
@pjluveverything
@thaitvnews
@kiimiie9419
@zsinein
@fernb2uty
@sandy_infinite
@miwwa_13
@srtndyq
@deuxk802
@enjoy_13

Top Tweeters in G2:
@biihfranca
@cumkom
@mvbrat91
@padasmile
@mtchknght8
@charles270
@zoreil1945
@findmytom
@barbaravieiraf
@jacquep

Top Tweeters in G3:
@jonesseeker
@prismprime
@saffiya_khan1
@doritmi
@dill_bot
@takethatdarwin
@scepticalaussie
@_mamadeb
@gmacvhhh
@robjeffecology

Top Tweeters in G4:
@yvespdb
@basile061
@eloy_sauvan
@lexpress
@letelegramme
@luidjyh
@b93573037
@otecam92
@shimedryan
@tpmp

Top Tweeters in G5:
@_redfrog
@pcha18
@conjja
@joke2power
@naltagra
@17thcard
@ronague
@tggleeson
@tiredinor4now
@charlesarthur

Top Tweeters in G6:
@le_figaro
@bfmtv
@le_parisien
@cnews
@padre_pio
@odilehenriette
@florthense
@ilfante_libera
@solarcx69
@digneau5

Top Tweeters in G7:
@bourganne
@looping_
@bonuscr
@papeekaboo
@ensembleemacron
@bottazzi3
@burgainjoseline
@zohrabitan
@chrileblanc
@mangado1

Top Tweeters in G8:
@happelle
@gibsonbuck1
@mrfootdefoot
@antagoniste_net
@inactualite
@isalynn5328
@jean__emard
@nattremb_
@pop_albert
@dentheluck

Top Tweeters in G9:
@forbes
@vincegottalotta
@thegod_particle
@catheri77148739
@impeachqueen
@pandeism
@scientiapercept
@ei9iw
@murphyyuiko
@nosciencedenial

Top Tweeters in G10:
@princessofwails
@telegraph
@maturefinancier
@janet_cutts1
@carldevitt
@jannycat
@adrianakirk33
@juliahb1
@leonine35
@daveatherton20


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