#VacunasCOVID19, Twitter, 6/29/2021 12:58:52 AM, 257885


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#VacunasCOVID19 Twitter NodeXL SNA Map and Report for lunes, 28 junio 2021 at 19:26 UTC
#VacunasCOVID19 Twitter NodeXL SNA Map and Report for lunes, 28 junio 2021 at 19:26 UTC
From:
Vero E. González
Uploaded on:
June 29, 2021
Short Description:
#VacunasCOVID19 via NodeXL https://bit.ly/3qzipFR
@hlfrisbie
@sirdiegochi
@who
@ssalud_mx
@aguiladorada66
@gobiernomx
@gpecart
@mrdoctoroficial
@boanergessaints
@victmartinez

Top hashtags:
#vacunascovid19
#infodemia
#pandemia
#pfizer
#covid_19
#covid19
#cuba
#madrid

Description:
Description
The graph represents a network of 4,269 Twitter users whose recent tweets contained "#VacunasCOVID19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Monday, 28 June 2021 at 19:41 UTC.

The tweets in the network were tweeted over the 4-day, 10-hour, 1-minute period from Thursday, 24 June 2021 at 09:23 UTC to Monday, 28 June 2021 at 19:25 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 : 4269
Unique Edges : 4880
Edges With Duplicates : 1787
Total Edges : 6667
Number of Edge Types : 5
Retweet : 4500
MentionsInRetweet : 1283
Mentions : 445
Replies to : 97
Tweet : 342
Self-Loops : 348
Reciprocated Vertex Pair Ratio : 0.00532117065754466
Reciprocated Edge Ratio : 0.010586011342155
Connected Components : 271
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 2622
Maximum Edges in a Connected Component : 4128
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.27535
Graph Density : 0.000290338819364908
Modularity : 0.584575
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,269 Twitter users whose recent tweets contained "#VacunasCOVID19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Monday, 28 June 2021 at 19:41 UTC.

The tweets in the network were tweeted over the 4-day, 10-hour, 1-minute period from Thursday, 24 June 2021 at 09:23 UTC to Monday, 28 June 2021 at 19:25 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 : TwitterSearch
Graph Term : #VacunasCOVID19
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:
[583] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01146-0
[330] https://www.dw.com/en/cubas-covid-vaccine-rivals-biontech-pfizer-moderna/a-58052365
[141] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[29] https://twitter.com/samuel_pz/status/1408841231929643008
[25] https://twitter.com/andread_gtv/status/1408606330861010949
[21] https://twitter.com/elfinancierotv/status/1407865656108732418
[20] https://twitter.com/samuel_pz/status/1409218319996141574
[19] https://khub.net/web/phe-national/public-library/-/document_library/v2WsRK3ZlEig/view_file/479607329?_com_liferay_document_library_web_portlet_DLPortlet_INSTANCE_v2WsRK3ZlEig_redirect=https%3A%2F%2Fkhub.net%3A443%2Fweb%2Fphe-national%2Fpublic-library%2F-%2Fdocument_library%2Fv2WsRK3ZlEig%2Fview%2F479607266
[12] https://www.lamoncloa.gob.es/serviciosdeprensa/notasprensa/sanidad14/Paginas/2021/210621-covid-vacunas.aspx
[11] https://www.andavac.es/campanas/covid/profesionales-covid-19/documentos-tecnicos-profesionales/infografias/

Top URLs in Tweet in G1:
[576] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01146-0
[327] https://www.dw.com/en/cubas-covid-vaccine-rivals-biontech-pfizer-moderna/a-58052365
[138] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[20] https://twitter.com/elfinancierotv/status/1407865656108732418
[8] https://twitter.com/HLFrisbie/status/1399007743739113473
[5] https://twitter.com/RicardoDGPS/status/1409294338002092036
[2] https://vaers.hhs.gov/reporteventspan.html
[1] https://twitter.com/m_ebrard/status/1408572017457106950
[1] https://tweetedtimes.com/Betyrc?s=tnp

Top URLs in Tweet in G2:
[29] https://twitter.com/samuel_pz/status/1408841231929643008
[24] https://twitter.com/andread_gtv/status/1408606330861010949
[20] https://twitter.com/samuel_pz/status/1409218319996141574
[5] https://linkinghub.elsevier.com/retrieve/pii/S1473309921002899
[3] https://twitter.com/Tiosuri/status/1408443058090299396
[1] https://twitter.com/AcGuatemala/status/1408637364314988544
[1] https://twitter.com/DrGiammattei/status/1408197604400418817
[1] https://twitter.com/JSandoval1982/status/1408067392228380674

Top URLs in Tweet in G3:
[8] https://twitter.com/FinlayInstituto/status/1408044595339005955
[1] http://www.cubadebate.cu/noticias/2021/06/24/resultados-de-eficacia-de-los-candidatos-vacunales-cubanos-e-intervencion-sanitaria-en-el-pais-video/
[1] http://www.cubadebate.cu/especiales/2021/06/24/cecmed-regular-en-pandemia-y-el-desafio-de-no-equivocarnos/

Top URLs in Tweet in G4:
[2] https://twitter.com/AlejandroC_IQ/status/1407546384169926656
[1] https://cadenaser.com/ser/2021/06/23/sociedad/1624460990_984048.html
[1] https://www.farmaceuticosdevalladolid.es/modulo/consejos-farmaceutico/consejos-farmaceutico/5263/
[1] https://www.instagram.com/p/CQgIJ8xj7cj/?utm_medium=copy_link
[1] https://www.perfil.com/noticias/bloomberg/bc-cdc-mas-de-1200-casos-de-problemas-cardiacos-tras-vacuna-covid.phtml
[1] https://twitter.com/HLFrisbie/status/1408084591475257344
[1] https://twitter.com/dw_espanol/status/1408134569115672591
[1] https://panorama.net.ar/2021/06/24/vacunas-covid-rusia-anunci-que-enviar-a-la-argentina-ms-dosis-del-componente-2-de-sputnik-v/
[1] https://twitter.com/SergioChouza/status/1408164016443306003
[1] https://twitter.com/cubadebatecu/status/1408192637006405636

Top URLs in Tweet in G5:
[3] https://www.innovaspain.com/margarita-del-val-reclama-mas-solidaridad-y-colaboracion-para-lograr-un-reparto-equitativo-de-las-vacunas-en-todo-el-mundo/

Top URLs in Tweet in G9:
[12] https://www.lamoncloa.gob.es/serviciosdeprensa/notasprensa/sanidad14/Paginas/2021/210621-covid-vacunas.aspx
[11] https://www.andavac.es/campanas/covid/profesionales-covid-19/documentos-tecnicos-profesionales/infografias/
[9] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/RECOMENDACIONES_USO_SEGURO_VACUNAS_COVID19.pdf
[6] https://www.andavac.es/da
[3] https://www.vacunacovid.gob.es/voces-expertas/las-vacunas-evitaron-3500-muertes-en-residencias-solo-en-el-primer-trimestre-de-2021
[2] https://twitter.com/tontilocuencias/status/1406520191677259783
[1] https://twitter.com/miserg02/status/1408783467903651845
[1] https://twitter.com/AntonioMaestre/status/1408835483606585347
[1] https://twitter.com/jovenandaluz/status/1407715662101876736
[1] https://twitter.com/G_landaburu/status/1409107887927009280

Top URLs in Tweet in G10:
[2] https://radioytvmexiquense.mx/index.php/2021/06/14/llega-a-mexico-nuevo-lote-con-50-mil-dosis-de-vacuna-anticovid-sputnik-v/
[1] https://twitter.com/SNietoCastillo/status/1408866158841896960
[1] https://radioytvmexiquense.mx/index.php/2021/06/25/estados-unidos-se-encuentra-cerca-de-los-33-6-millones-de-casos-con-covid-19/
[1] https://twitter.com/misaelmendez_fr/status/1408179704843190272
[1] https://twitter.com/hlfrisbie/status/1408084591475257344
[1] https://twitter.com/PChocoflan/status/1408083471935868931

Top Domains
Top Domains in Tweet in Entire Graph:
[583] nature.com
[330] dw.com
[221] twitter.com
[141] cdc.gov
[40] gob.es
[19] khub.net
[17] andavac.es
[12] diario21.tv
[10] youtube.com
[9] radiocubana.cu

Top Domains in Tweet in G1:
[576] nature.com
[327] dw.com
[138] cdc.gov
[34] twitter.com
[2] hhs.gov
[1] tweetedtimes.com

Top Domains in Tweet in G2:
[79] twitter.com
[5] elsevier.com

Top Domains in Tweet in G3:
[8] twitter.com
[2] cubadebate.cu

Top Domains in Tweet in G4:
[28] twitter.com
[7] diariosur.es
[4] com.ar
[3] com.mx
[2] covid19infovaccines.com
[1] cadenaser.com
[1] farmaceuticosdevalladolid.es
[1] instagram.com
[1] perfil.com
[1] net.ar

Top Domains in Tweet in G5:
[3] innovaspain.com

Top Domains in Tweet in G9:
[24] gob.es
[17] andavac.es
[6] twitter.com
[1] elpais.com

Top Domains in Tweet in G10:
[4] twitter.com
[3] radioytvmexiquense.mx

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5039] vacunascovid19
[2412] infodemia
[609] pandemia
[220] pfizer
[182] covid_19
[174] covid19
[142] cuba
[122] madrid
[119] cubaesciencia
[116] coronavirusmadrid



Top Hashtags in Tweet in G1:
[3269] vacunascovid19
[2380] infodemia
[576] pandemia
[8] covid19
[5] nobajemoslaguardia
[5] covid19mx

Top Hashtags in Tweet in G2:
[163] vacunascovid19
[63] guatemala
[38] coprecovid
[29] sololá
[28] pactodecorruptos
[28] dondeestaeldinero
[25] honduras
[25] modernavaccine
[25] chapines
[20] sanmarcos

Top Hashtags in Tweet in G3:
[137] vacunascovid19
[135] cuba
[118] cubaesciencia
[12] covid19
[8] soberana02
[5] abdala
[4] lunes
[4] 28/06/2021 12:00:00 a. m.
[4] camagüey
[2] cubaviva

Top Hashtags in Tweet in G4:
[161] vacunascovid19
[31] covid19
[13] vacunas
[10] salud
[9] coronavirus
[7] vacunasparatodos
[7] covid_19
[6] vacunacovid19
[6] pandemia
[5] vacunascovid

Top Hashtags in Tweet in G5:
[123] vacunascovid19
[116] covid_19
[116] coronavirusmadrid
[116] madrid
[3] vacunas
[3] covid19
[3] vacuna
[2] zendal
[1] vacunados
[1] pfizer

Top Hashtags in Tweet in G6:
[188] pfizer
[94] vacunascovid19
[94] sinopharm

Top Hashtags in Tweet in G7:
[87] vacunascovid19
[68] vacunometroven
[8] vargas
[7] variantes
[6] vacunasparatodos
[4] sputnikv
[2] vaccinessavelives

Top Hashtags in Tweet in G8:
[76] vacunascovid19

Top Hashtags in Tweet in G9:
[56] vacunascovid19
[17] segpac
[17] errores
[11] covid19
[11] yomevacuno
[5] covid_19
[4] ovejasjuntas
[3] yomevacunoseguro
[3] tauromaquiaabolicion
[2] vacunacovid19

Top Hashtags in Tweet in G10:
[31] vacunascovid19
[3] salud
[3] agenciamxnoticias
[2] zacatecas
[2] vacuna
[2] clasemedia
[2] conferenciapresidente
[2] linea12noseolvida
[2] entérate
[2] sputnikv

Top Words
Top Words in Tweet in Entire Graph:
[13451] de
[5731] esta
[5050] #vacunascovid19
[4586] la
[4271] en
[3907] es
[3331] una
[2530] el
[2411] #infodemia
[2329] los

Top Words in Tweet in G1:
[10095] de
[5564] esta
[3412] es
[3269] #vacunascovid19
[3208] en
[3007] una
[2917] la
[2379] #infodemia
[1990] los
[1873] responsabilidad

Top Words in Tweet in G2:
[301] de
[202] el
[183] la
[163] #vacunascovid19
[133] en
[103] es
[77] al
[74] para
[69] congresoguate
[67] desde

Top Words in Tweet in G3:
[627] de
[485] la
[236] desarrollo
[144] en
[137] #vacunascovid19
[135] #cuba
[123] más
[122] años
[122] para
[119] investigación

Top Words in Tweet in G4:
[173] de
[161] #vacunascovid19
[108] la
[62] el
[55] en
[49] las
[38] para
[34] dosis
[32] los
[31] #covid19

Top Words in Tweet in G5:
[245] el
[242] de
[123] #vacunascovid19
[120] la
[120] comunidadmadrid
[117] hoy
[116] amplía
[116] sistema
[116] autocitación
[116] para

Top Words in Tweet in G6:
[282] mm
[188] #pfizer
[188] contrato
[188] directo
[188] por
[188] más
[94] se
[94] viene
[94] una
[94] gran

Top Words in Tweet in G7:
[356] de
[264] dosis
[90] el
[87] #vacunascovid19
[80] la
[80] del
[72] en
[68] han
[68] se
[68] #vacunometroven

Top Words in Tweet in G8:
[76] han
[76] vacunado
[76] felipe
[76] vi
[76] es
[76] una
[76] buena
[76] noticia
[76] eso
[76] significa

Top Words in Tweet in G9:
[147] de
[56] #vacunascovid19
[53] las
[51] en
[46] el
[43] la
[33] diluyente
[22] volumen
[22] erróneo
[22] incorrecto

Top Words in Tweet in G10:
[79] de
[31] #vacunascovid19
[26] en
[18] la
[16] te
[16] del
[14] se
[14] los
[13] las
[12] sin

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1797] de,los
[1688] uno,de
[1686] después,de
[1682] en,esta
[1678] es,uno
[1675] los,mayores
[1674] #infodemia,#vacunascovid19
[1674] #vacunascovid19,esta
[1674] esta,publicación
[1674] publicación,es

Top Word Pairs in Tweet in G1:
[1663] #vacunascovid19,esta
[1663] esta,publicación
[1663] publicación,es
[1663] es,uno
[1663] uno,de
[1663] de,los
[1663] los,mayores
[1663] mayores,actos
[1663] actos,de
[1663] de,irresponsabilidad

Top Word Pairs in Tweet in G2:
[49] sesión,plenaria
[45] en,la
[43] #vacunascovid19,en
[39] al,guatemalagob
[38] el,30
[38] 30,diciembre
[38] diciembre,2020
[38] 2020,en
[38] la,ultima
[38] ultima,conferencia

Top Word Pairs in Tweet in G3:
[122] más,de
[119] en,la
[119] la,investigación
[119] producción,de
[119] de,#cuba
[119] de,#vacunascovid19
[118] de,30
[118] 30,años
[118] años,de
[118] de,experiencia

Top Word Pairs in Tweet in G4:
[17] de,la
[14] las,#vacunascovid19
[13] dosis,de
[11] en,la
[10] primera,dosis
[10] #covid19,#vacunascovid19
[9] las,vacunas
[8] de,las
[8] para,la
[7] covid,19

Top Word Pairs in Tweet in G5:
[116] la,comunidadmadrid
[116] comunidadmadrid,amplía
[116] amplía,hoy
[116] hoy,el
[116] el,sistema
[116] sistema,de
[116] de,autocitación
[116] autocitación,para
[116] para,vacunarse
[116] vacunarse,contra

Top Word Pairs in Tweet in G6:
[188] contrato,directo
[94] mm,se
[94] se,viene
[94] viene,una
[94] una,gran
[94] gran,cantidad
[94] cantidad,de
[94] de,#vacunascovid19
[94] #vacunascovid19,dos
[94] dos,mm

Top Word Pairs in Tweet in G7:
[134] dosis,de
[72] de,#vacunascovid19
[66] de,la
[62] la,población
[62] población,venezolana
[62] venezolana,ha
[62] ha,recibido
[62] recibido,dosis
[62] #vacunascovid19,814
[62] 814,000

Top Word Pairs in Tweet in G8:
[76] han,vacunado
[76] vacunado,felipe
[76] felipe,vi
[76] vi,es
[76] es,una
[76] una,buena
[76] buena,noticia
[76] noticia,eso
[76] eso,significa
[76] significa,están

Top Word Pairs in Tweet in G9:
[26] las,#vacunascovid19
[22] diluyente,incorrecto
[20] en,el
[19] de,las
[18] de,#vacunascovid19
[17] #segpac,posibles
[17] posibles,#errores
[17] #errores,en
[17] el,proceso
[17] proceso,de

Top Word Pairs in Tweet in G10:
[11] de,junio
[11] sin,cita
[10] de,#vacunascovid19
[9] ime_sre,ssalud_mx
[7] de,12
[7] 12,años
[7] ssalud_mx,xborderamb
[6] millones,de
[6] te,compartimos
[6] las,jornadas

Top Replied-To
Top Replied-To in Entire Graph:
@claudiashein
@cdisimonrbol1
@tamarbecerra
@consulmexlan
@mecansoganso01
@el_pais
@altheaxenagab
@biocencu
@calvoromulosc
@javi_arcos_

Top Replied-To in G1:
@hlfrisbie

Top Replied-To in G2:
@ceibazul
@rugar_v
@joseph7perez
@gtcivica
@progresivagt
@drgiammattei
@viceguatemala
@bonnietru

Top Replied-To in G3:
@biocencu
@directorcigb
@cubacecmed

Top Replied-To in G5:
@idiazayuso
@comunidadmadrid

Top Replied-To in G9:
@el_pais
@ppmadrid
@elmundoes
@mc_sparkplug
@grup5p
@lunuoc1

Top Replied-To in G10:
@consulmexlan
@adri_cha
@lopezobrador_
@aristeguionline
@hekglez

Top Mentioned
Top Mentioned in Entire Graph:
@who
@comunidadmadrid
@congresoguate
@laoncediez
@ignacio2210
@vacuna_me
@guatemalagob
@msemillagt
@samuel_pz
@andresraulpaezp

Top Mentioned in G1:
@who
@vaccinologist
@cdcgov
@hlfrisbie

Top Mentioned in G2:
@congresoguate
@guatemalagob
@msemillagt
@samuel_pz
@minsaludguate
@astrazeneca
@pfizer
@drgiammattei
@allanrodrigueze
@alvaroarzue

Top Mentioned in G3:
@biocubafarma
@cigbcuba
@minsapcuba
@japortalmiranda
@cadenagramonte
@presidenciacuba
@diazcanelb
@rpolancof
@jlbroche
@maydamauribcf

Top Mentioned in G5:
@comunidadmadrid
@csic
@idiazayuso
@saludmadrid

Top Mentioned in G9:
@sanidadgob
@ismp_espana
@saludisciii
@aempsgob
@psoe
@podemos
@24h_tve
@partidopacma
@animanaturalis
@pablocasado_

Top Mentioned in G10:
@ssalud_mx
@xborderamb
@gobiernomx
@ime_sre
@consulmexlan
@queenscarela
@hlgatell
@lapublichealth
@walgreens
@lopezobrador_

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@threadreaderapp
@telesurtv
@amaia_haikazti
@faby_nava77
@vtvcanal8
@mariaeu13
@elpitazotv

Top Tweeters in G1:
@danocamx
@estigiaed
@jrm2406
@rcanudasg
@viazcanv
@ursusnero
@hecveral
@lbutronp
@rayleon1515
@monbrielle

Top Tweeters in G2:
@alertagt502
@poncho_gt
@erwin15
@echeverriaj_m
@blablabla1950
@memito9075
@joseandic
@nquevedoa
@alex_balsells
@doctoracc

Top Tweeters in G3:
@amaia_haikazti
@23alzat
@santigurtubay
@luisrobertobas6
@rogerahp
@isaglezcmg
@cadenagramonte
@banzodamian
@yurialexisoliv1
@embacubabolivia

Top Tweeters in G4:
@hoyestado
@vozdeamerica
@ritalaima
@marceloa_2013
@lavozdelneuquen
@soldleon
@foforo99
@lalibertadco
@weblade
@a24com

Top Tweeters in G5:
@ruben_sardon
@mixpelirroja
@silviamartinar1
@feliperevir78
@gabriellemaried
@virginiagcv
@pepedepablos
@irenemate
@tki_ojo
@javilver67

Top Tweeters in G6:
@alejvillalobos
@dgrados
@jorgejhms
@jorgelpotter
@kalamireya
@tornasoladohf
@mkdgl92
@salud_en_casa1
@crebosio95
@jose1721

Top Tweeters in G7:
@agiraudg
@dra_guaripete
@paquitalba
@shajora
@bebay25
@zoraida14_san
@angelcacique
@yanira_hdez
@mandolfi
@walterjrb

Top Tweeters in G8:
@ashanti_alston
@perealvaro
@ultimavuelta1
@varanya777
@lobovcf
@tobcnwithlove
@rafaxambo
@ana265857460
@raulsoliseu
@delpeu

Top Tweeters in G9:
@el_pais
@937908mcm
@elmundoes
@la_ser
@okdiario
@lasprovincias
@chache_dioni
@psoe
@podemos
@bombolleta_

Top Tweeters in G10:
@hekglez
@ejecentral
@reforma
@jr2d26212
@aristeguionline
@amxnoticias
@carlosloret
@walgreens
@brozoxmiswebs
@ssalud_mx


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