antivax, Twitter, 12/27/2021 2:15:42 PM, 269095


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antivax_2021-12-27_01-09-51.xlsx
antivax_2021-12-27_01-09-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 27, 2021
Short Description:
antivax via NodeXL https://bit.ly/3eu4MCI
@lindyli
@potus
@nathanpsmad
@peterhotez
@vaxpourmacron
@emma_ducros
@tedwill29116959
@hovito92
@tonio_logique
@koonskarl

Top hashtags:
#antivax
#unvaccinated
#lieoftheyear
#covid19
#antipass
#passvaccinal
#covid

Description:
Description
The graph represents a network of 10,226 Twitter users whose tweets in the requested range contained "antivax", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 27 December 2021 at 09:23 UTC.

The requested start date was Monday, 27 December 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 3-day, 2-hour, 18-minute period from Thursday, 23 December 2021 at 15:16 UTC to Sunday, 26 December 2021 at 17:35 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 : 10226
Unique Edges : 6202
Edges With Duplicates : 9770
Total Edges : 15972
Number of Edge Types : 5
Retweet : 4294
MentionsInRetweet : 5021
Mentions : 3150
Replies to : 2310
Tweet : 1197
Self-Loops : 1223
Reciprocated Vertex Pair Ratio : 0.0128178835110747
Reciprocated Edge Ratio : 0.0253113293510175
Connected Components : 1826
Single-Vertex Connected Components : 667
Maximum Vertices in a Connected Component : 4703
Maximum Edges in a Connected Component : 9287
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 10.037114
Graph Density : 9.44617416556962E-05
Modularity : 0.62462
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,226 Twitter users whose tweets in the requested range contained "antivax", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 27 December 2021 at 09:23 UTC.

The requested start date was Monday, 27 December 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 3-day, 2-hour, 18-minute period from Thursday, 23 December 2021 at 15:16 UTC to Sunday, 26 December 2021 at 17:35 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 : antivax
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:
[35] https://www.arte.tv/fr/videos/103025-000-A/antivax-les-marchands-de-doute/
[15] https://www.cnbc.com/2021/12/22/who-says-covid-vaccine-booster-programs-will-prolong-pandemic.html
[14] https://www.youtube.com/watch?v=Rq0D_YJ-Fj0&feature=youtu.be

[10] https://www.lesoir.be/413186/article/2021-12-18/coronavirus-le-patron-de-ryanair-ne-veut-pas-des-idiots-antivax-dans-lavion
[10] https://www.liberation.fr/checknews/que-sait-on-de-la-mort-du-chimiste-antivax-andreas-noack-20211206_33ZTX7KY3RHTLMAYOXDZ5B4X3Y/
[9] https://www.rtbf.be/info/dossier/epidemie-de-coronavirus/detail_l-histoire-invraisemblable-d-une-equipe-de-television-italienne-sequestree-par-une-senatrice-antivax-qu-ils-etaient-alles-interviewer?id=10899782
[8] https://www.youtube.com/watch?v=yAR5P3AnJy8&feature=youtu.be

[7] https://www1.folha.uol.com.br/ciencia/2021/12/china-passa-eua-e-lidera-producao-de-ciencia-mundial-pela-primeira-vez.shtml
[7] https://rumble.com/vrbzyl-hommage-a-nous-les-rsistants.html
[6] https://www.courrierinternational.com/article/histoire-les-idees-antivax-en-allemagne-heritage-dideologies-esoteriques-tres-ancrees

Top URLs in Tweet in G2:
[4] https://twitter.com/ChicoAlvesRio/status/1473680685785391105
[4] https://www.arte.tv/fr/videos/103025-000-A/antivax-les-marchands-de-doute/
[4] https://www.chroniclelive.co.uk/news/north-east-news/antivax-alan-shearer-booster-jab-22558710
[4] https://www.williamquincybelle.com/2021/09/masks-how-we-hate-change.html
[3] https://www.upr.fr/actualite/asselineau-sur-i24news-je-suis-moins-antivax-que-ce-gouvernement-qui-refuse-des-vaccins-sans-arnm/
[3] https://twitter.com/RonFilipkowski/status/1474024520721866789
[3] https://twitter.com/Le_Figaro/status/1474057450219360256
[3] https://twitter.com/GG_RMC/status/1474300844040409088
[3] https://twitter.com/bchartsnet/status/1474396709551751171
[2] https://twitter.com/thehill/status/1474030043781292057

Top URLs in Tweet in G3:
[2] https://www.pasteur.fr/fr/espace-presse/documents-presse/covid-19-omicron-resistant-plupart-anticorps-monoclonaux-neutralise-3e-dose
[1] https://twitter.com/MichelF29015597/status/1474859790232866822
[1] https://twitter.com/Europe1/status/1473196742413852676
[1] https://drees.solidarites-sante.gouv.fr/communique-de-presse/les-vaccins-reduisent-jusqua-90-le-risque-de-developper-une-forme-grave-du
[1] https://twitter.com/vpecresse/status/1473988381046620172
[1] https://www.sorryantivaxxer.com/post/bridget-jackson-29-port-huron-mi-account-manager-anti-vaxxer-dead-from-covid
[1] https://twitter.com/DocAmine_/status/1475040811838590977
[1] https://twitter.com/Ereminette/status/1474712295863463941
[1] https://www.leparisien.fr/societe/pas-de-non-vaccines-a-table-a-noel-on-sest-disputes-avec-notre-fille-mais-nos-vies-sont-en-jeu-18-12-2021-UXUTSJV6M5B6ZCOJZT2OUAHEYI.php?xtor=AD-366
[1] https://twitter.com/enmarchefr/status/1474397902814564354

Top URLs in Tweet in G4:
[1] https://twitter.com/Mediavenir/status/1474067276798341127

Top URLs in Tweet in G5:
[1] https://twitter.com/Kukicat7/status/1473743177806974977

Top URLs in Tweet in G6:
[2] https://www.cdc.gov/mmwr/volumes/70/wr/mm7008a3.htm

Top URLs in Tweet in G7:
[7] https://rumble.com/vrbzyl-hommage-a-nous-les-rsistants.html
[4] https://www.arte.tv/fr/videos/103025-000-A/antivax-les-marchands-de-doute/
[1] https://twitter.com/gangu72/status/1474321501650395141
[1] https://twitter.com/franceinfo/status/1473567858605101058
[1] https://twitter.com/BFMTV/status/1473661580592271378
[1] https://twitter.com/Serge65578435/status/1474730127435218946
[1] https://twitter.com/bfmtv/status/1474385996133408769
[1] https://twitter.com/divizio1/status/1475077927087882251
[1] https://twitter.com/AssociationPEC/status/1474091982121316357
[1] https://twitter.com/AssociationPEC/status/1474091982121316357?t=L1DAgouwDEocoXHmapIHMg&s=19

Top URLs in Tweet in G8:
[10] https://www.liberation.fr/checknews/que-sait-on-de-la-mort-du-chimiste-antivax-andreas-noack-20211206_33ZTX7KY3RHTLMAYOXDZ5B4X3Y/
[1] https://twitter.com/Luc36753995/status/1474377062479708229
[1] https://twitter.com/txipironcito/status/1436029773583732740?t=hHmcL5uj-8-UiOROtDT0SQ&s=19
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC8358136/
[1] https://www.acpjournals.org/doi/10.7326/M21-3256?cookieSet=1
[1] https://www.lemonde.fr/politique/article/2021/12/23/passe-vaccinal-avant-l-examen-du-projet-de-loi-l-opposition-critique-un-manque-d-anticipation-vis-a-vis-des-tests_6107147_823448.html
[1] https://twitter.com/lesrepublicains/status/1473681523501150210
[1] https://twitter.com/RemiTell/status/1473962530020249602

Top URLs in Tweet in G9:
[1] https://thehill.com/homenews/house/582947-jim-jordan-reveals-he-had-covid-19-this-summer
[1] https://twitter.com/realcandaceo/status/1474170605515821056

Top URLs in Tweet in G10:
[1] http://citoyen.ne
[1] https://twitter.com/Adamsfrt11/status/1433496873151647745?s=19
[1] https://twitter.com/CNEWS/status/1475101878367236102
[1] https://youtu.be/nZluvzD5-mo
[1] https://twitter.com/philppechopin/status/1473993086112088069
[1] https://www.arte.tv/fr/videos/103025-000-A/antivax-les-marchands-de-doute/
[1] https://twitter.com/soupichou/status/1474338102479134720
[1] https://ici.radio-canada.ca/nouvelle/1849872/dr-robert-malone-dernier-avertissement-vaccins-arnm-covid-enfants?partageApp=rcca_appmobile_appinfo_android
[1] https://la1ere.francetvinfo.fr/guadeloupe/le-collectif-s-invite-a-la-pleniere-du-conseil-regional-1188013.html
[1] https://twitter.com/Francois_Ruffin/status/1473182194491219969

Top Domains
Top Domains in Tweet in Entire Graph:
[428] twitter.com
[36] arte.tv
[26] youtube.com
[15] cnbc.com
[11] liberation.fr
[10] lesoir.be
[10] rtbf.be
[9] google.com
[8] yahoo.com
[8] co.uk

Top Domains in Tweet in G2:
[205] twitter.com
[6] co.uk
[6] williamquincybelle.com
[4] arte.tv
[3] upr.fr
[3] google.com
[3] francetvinfo.fr
[3] whiplash.net
[2] lemonde.fr
[2] nos.nl

Top Domains in Tweet in G3:
[19] twitter.com
[2] gouv.fr
[2] pasteur.fr
[1] sorryantivaxxer.com
[1] leparisien.fr
[1] 20minutes.fr
[1] t.me
[1] midilibre.fr
[1] larousse.fr
[1] antivax.fr

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

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

Top Domains in Tweet in G6:
[2] cdc.gov

Top Domains in Tweet in G7:
[8] twitter.com
[7] rumble.com
[4] arte.tv
[1] ladepeche.fr

Top Domains in Tweet in G8:
[10] liberation.fr
[4] twitter.com
[1] nih.gov
[1] acpjournals.org
[1] lemonde.fr

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

Top Domains in Tweet in G10:
[5] twitter.com
[1] citoyen.ne
[1] youtu.be
[1] arte.tv
[1] radio-canada.ca
[1] francetvinfo.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[542] antivax
[133] unvaccinated
[61] lieoftheyear
[55] covid19
[35] antipass
[30] passvaccinal
[29] covid
[24] passevaccinal
[24] antipasssanitaire
[23] covid19france



Top Hashtags in Tweet in G2:
[87] antivax
[21] covid19
[10] covid
[6] vaccination
[5] antivaxxers
[5] omicron
[5] effetssecondaires
[4] candaceowens
[3] complotistes
[3] upr

Top Hashtags in Tweet in G3:
[139] antivax
[22] passvaccinal
[20] florianphilippot
[20] jfpoisson
[14] antipass
[13] passevaccinal
[11] covid19france
[9] antitout
[8] lfi
[8] philippot

Top Hashtags in Tweet in G7:
[23] antivax
[9] noel
[5] résistance
[3] passvaccinal
[3] protegeonsnosenfants
[3] touchezpasauxenfants
[3] udss
[3] changementderégime
[3] cheptel
[2] alaindecaille

Top Hashtags in Tweet in G8:
[23] antivax
[16] antipasssanitaire
[2] antipass
[2] jeanmicheltrogneux
[2] passevaccinal
[1] forumradioj
[1] 3emedose
[1] jemefaischier
[1] vaccination
[1] miséricorde

Top Hashtags in Tweet in G9:
[61] lieoftheyear

Top Hashtags in Tweet in G10:
[25] antivax
[11] labelleequipe
[8] noël
[8] noel2021
[7] antipass
[3] vaccin
[3] covid
[2] remboursementimpots
[2] covid19
[1] vaccinationcovid

Top Words
Top Words in Tweet in Entire Graph:
[5537] antivax
[896] trump
[877] wife
[873] violence
[865] jones
[865] arrested
[865] domestic
[865] blamed
[865] medication
[865] cawthorn

Top Words in Tweet in G1:
[849] alex
[849] jones
[849] wife
[849] arrested
[849] domestic
[849] violence
[849] blamed
[849] medication
[849] imbalance
[849] madison

Top Words in Tweet in G2:
[595] antivax
[87] #antivax
[71] covid
[60] não
[54] mais
[53] people
[44] eu
[41] ce
[38] pra
[38] sont

Top Words in Tweet in G3:
[376] antivax
[118] #antivax
[93] par
[92] encore
[72] sont
[65] donc
[65] contre
[63] ce
[58] été
[58] mais

Top Words in Tweet in G4:
[390] vaccinés
[390] antivax
[389] winston91

Top Words in Tweet in G5:
[731] trump
[730] candace
[365] antivax
[365] ok
[365] well
[365] america
[365] better
[365] china
[365] right
[364] dragonflyjonez

Top Words in Tweet in G6:
[16] antivax
[6] mcfunny
[6] reinfection
[4] kelseyobgyn
[4] kathmarval
[4] swaledalemutton
[4] andylumm
[4] skepticalmutant
[4] tonybaduy
[4] provaxtexan

Top Words in Tweet in G7:
[95] antivax
[44] bfmtv
[25] ce
[23] #antivax
[20] mais
[18] tout
[17] par
[16] sans
[16] suis
[15] vaccin

Top Words in Tweet in G8:
[79] antivax
[39] f_philippot
[29] plus
[23] #antivax
[23] ans
[20] sont
[19] chez
[18] c'est
[18] patients
[17] annalsofim

Top Words in Tweet in G9:
[150] owens
[147] antivax
[84] candace
[82] here's
[82] thirsty
[82] dry
[82] sponge
[82] spouting
[82] party
[82] line

Top Words in Tweet in G10:
[102] antivax
[43] cnews
[26] c'est
[25] #antivax
[24] plus
[22] sont
[21] ce
[20] mais
[18] ont
[18] vaccinés

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[864] alex,jones
[864] jones,wife
[864] wife,arrested
[864] arrested,domestic
[864] domestic,violence
[864] violence,blamed
[864] blamed,medication
[864] medication,imbalance
[864] imbalance,madison
[864] madison,cawthorn

Top Word Pairs in Tweet in G1:
[849] alex,jones
[849] jones,wife
[849] wife,arrested
[849] arrested,domestic
[849] domestic,violence
[849] violence,blamed
[849] blamed,medication
[849] medication,imbalance
[849] imbalance,madison
[849] madison,cawthorn

Top Word Pairs in Tweet in G2:
[11] os,antivax
[10] antivax,ce
[10] aux,antivax
[9] antivax,antimask
[9] faire,vacciner
[8] ils,sont
[8] antivax,não
[7] movimento,antivax
[7] covid,19
[7] ils,ont

Top Word Pairs in Tweet in G3:
[49] attention,#antivax
[49] #antivax,déguisé
[49] déguisé,militant
[49] militant,macroniste
[48] fanch_mrl,attention
[48] donc,vpecresse
[48] vpecresse,avait
[48] avait,été
[48] été,pouvoir
[48] pouvoir,tests

Top Word Pairs in Tweet in G4:
[390] vaccinés,antivax
[389] winston91,vaccinés

Top Word Pairs in Tweet in G5:
[365] candace,antivax
[365] antivax,trump
[365] trump,candace
[365] candace,ok
[365] ok,well
[365] well,america
[365] america,better
[365] better,china
[365] china,right
[365] right,trump

Top Word Pairs in Tweet in G6:
[2] kelseyobgyn,evangelical
[2] evangelical,maga
[2] maga,relatives
[2] relatives,refuse
[2] refuse,vaccinated
[2] vaccinated,bcs
[2] bcs,vaccine
[2] vaccine,experimental
[2] mcfunny,takethatct
[2] using,antivax

Top Word Pairs in Tweet in G7:
[7] petit,thread
[7] thread,coup
[7] coup,gueule
[7] gueule,fin
[7] fin,d'année
[7] d'année,5e
[7] 5e,vague
[7] vague,parcours
[7] parcours,ma
[7] ma,tl

Top Word Pairs in Tweet in G8:
[16] philippejuvin,f_philippot
[16] f_philippot,#antivax
[16] #antivax,#antipasssanitaire
[16] #antipasssanitaire,nouvelle
[16] nouvelle,étude
[16] étude,annalsofim
[16] annalsofim,chez
[16] chez,patients
[16] patients,68
[16] 68,ans

Top Word Pairs in Tweet in G9:
[82] here's,candace
[82] candace,thirsty
[82] thirsty,dry
[82] dry,sponge
[82] sponge,owens
[82] owens,spouting
[82] spouting,antivax
[82] antivax,party
[82] party,line
[82] line,attempt

Top Word Pairs in Tweet in G10:
[13] cnews,dominique
[12] antivax,ont
[11] dominique,montvalon
[11] montvalon,antivax
[11] ont,relais
[11] relais,puissants
[11] puissants,monde
[11] monde,politique
[11] politique,#labelleequipe
[9] anti,pass

Top Replied-To
Top Replied-To in Entire Graph:
@cnews
@yesmenaretrash
@gg_rmc
@bfmtv
@docamine_
@sebleprofane
@mompontet
@f_philippot
@antivax_bot
@souidos

Top Replied-To in G1:
@joeycoco10

Top Replied-To in G2:

Top Replied-To in G3:
@philippeboyer1
@mompontet
@f_philippot
@tcabarrus
@emma_ducros
@paiple9483
@jeanfremond1
@bfmtv
@comteoblivion
@gohierpatrice

Top Replied-To in G6:
@profnfenton
@volpiranyas
@ivanmoore1
@kelseyobgyn
@mistytaka
@mcfunny
@jonathanhannah
@agoldsmithesq
@drjamesolsson
@libertywarrio15

Top Replied-To in G7:
@bfmtv
@divizio1
@conflitsfrance
@craftlebon
@ali_spom
@lesmediasm
@medic4allhuman
@gabinjean3
@__nrv___
@bricebarracus

Top Replied-To in G8:
@f_philippot
@lemondefr
@franceinfo
@luc_lhl
@renaudpila
@ben_ben_fr
@chu4life
@luc36753995
@kassosultime
@aliceme21022257

Top Replied-To in G9:
@therealhoarse

Top Replied-To in G10:
@cnews
@sonic_urticant
@lechyprep
@lci
@dariusrochebin
@le_figaro
@feeby6768
@100drine_juste
@yesmenaretrash
@roidysse

Top Mentioned
Top Mentioned in Entire Graph:
@lindyli
@winston91
@dragonflyjonez
@raf_luton
@winamaxsport
@yesmenaretrash
@ady_ferrer
@goldengateblond
@gg_rmc
@lizlewisphd

Top Mentioned in G1:
@lindyli
@jdcocchiarella
@davenewworld_2

Top Mentioned in G2:
@wqbelle
@twitpollnl
@umbomlatino
@boneknightmare
@marcbou48921065
@gabygabou2
@whiplash_net

Top Mentioned in G3:
@vpecresse
@fanch_mrl
@emma_ducros
@brunomillienne
@ecrins6
@ion_positon
@tcabarrus
@olivierveran
@mompontet
@michelf29015597

Top Mentioned in G4:
@winston91

Top Mentioned in G5:
@dragonflyjonez
@lindyli

Top Mentioned in G6:
@mcfunny
@kathmarval
@swaledalemutton
@andylumm
@skepticalmutant
@tonybaduy
@provaxtexan
@kelseyobgyn
@maureenstroud
@monstercoyliar

Top Mentioned in G7:
@bfmtv
@associationpec
@docteurouste
@divizio1
@conflitsfrance
@policenationale
@jeanmar60340378
@fredericmagali1
@jaytwittay

Top Mentioned in G8:
@f_philippot
@annalsofim
@philippejuvin
@luc_lhl
@lemondefr
@chamchamat
@aliceme21022257
@franceinfo
@dupontaignan
@adrienvue

Top Mentioned in G9:
@goldengateblond
@sites4congress
@therealhoarse
@lindyli
@dragonflyjonez

Top Mentioned in G10:
@cnews
@lci
@jlmelenchon
@cd_land
@le_figaro
@vincentcespedes
@francois_ruffin
@sonic_urticant
@dariusrochebin
@mimijedi

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@jornalistavitor
@odio_nao
@afropages
@recitesocial
@monicasloves
@kat4obama
@remindme_ofthis
@_redfrog
@yarosisnancy

Top Tweeters in G1:
@monicasloves
@pollsstar
@lindacollins11
@billieo2
@linda1746
@multijo1
@marykeithbare1
@debr3322
@justice4all01
@aworldoutofmind

Top Tweeters in G2:
@afropages
@jardim_da_v
@solomongrundy6
@vinkomarko
@boneknightmare
@forkswift
@zetwitty
@t0pol
@shexrated
@vulnerableliars

Top Tweeters in G3:
@marclandes40
@she534
@gailuronnicky
@bourganne
@eric_vds
@augustacrochet
@lenamaddie18
@rfi
@jihel93
@france_in_world

Top Tweeters in G4:
@nick_samair
@mllxxv3
@ste__rose
@aurucs
@antillaise_971
@unecapsou
@laskoo918
@meangyalx
@chubbypi
@leminx_972

Top Tweeters in G5:
@panthergodbast
@dragonflyjonez
@browness
@fiyasturm
@toetyrell10
@thisgui
@likenicefrance
@iamgeci
@richroritaquan
@_mripkiss_

Top Tweeters in G6:
@adevotedyogi
@doritmi
@scepticalaussie
@_mamadeb
@tony__heller
@michaelbranniga
@denutrients
@monstercoyliar
@kath2cats
@markready47

Top Tweeters in G7:
@bfmtv
@printempsfrance
@le_progres
@dnz75010
@fasstechfr
@madamepeel21
@franceculture
@pierrejovanovic
@papicatch
@abarleduc

Top Tweeters in G8:
@legrouxvincent
@lemondefr
@franceinfo
@libe
@tryingalways
@pegamax2
@var_matin
@mickou
@khandeskhans
@padrouga

Top Tweeters in G9:
@tottenbill
@beverlyfolkers
@on_bender
@lkjtexas
@proudcanadavet
@drmaggiesa
@vaw511
@saftyinnumbers
@kathyyamagucci
@bens_head_space

Top Tweeters in G10:
@inachiveg
@costeslioneler
@le_figaro
@deycatherine1
@cd_land
@clomimine
@cnews
@jomodemo
@nanou75bis
@mamita1949


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