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@republicagt_2020-06-05_09-15-35.xlsx
@republicagt_2020-06-05_09-15-35.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 05, 2020
Short Description:
@republicagt via NodeXL https://bit.ly/2MwKs5J
@republicagt
@victor726349898
@defensagt
@pomacla
@manuherlopez1
@mujeresconserv1
@marvinr62725915
@laragustin30
@bibiana23696937
@milojerez

Top hashtags:
#covid19gt
#seguridadyjusticia
#nacional
#guatemala

Description:
Description
The graph represents a network of 538 Twitter users whose recent tweets contained "@republicagt", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 05 June 2020 at 16:16 UTC.

The tweets in the network were tweeted over the 7-day, 4-hour, 53-minute period from Friday, 29 May 2020 at 01:32 UTC to Friday, 05 June 2020 at 06:26 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 : 538
Unique Edges : 1167
Edges With Duplicates : 1136
Total Edges : 2303
Number of Edge Types : 5
Mentions : 695
Retweet : 560
Replies to : 401
MentionsInRetweet : 554
Tweet : 93
Self-Loops : 95
Reciprocated Vertex Pair Ratio : 0.0145032632342277
Reciprocated Edge Ratio : 0.0285918513223731
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 538
Maximum Edges in a Connected Component : 2303
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.251026
Graph Density : 0.00484240548829031
Modularity : 0.400051
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 538 Twitter users whose recent tweets contained "@republicagt", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 05 June 2020 at 16:16 UTC.

The tweets in the network were tweeted over the 7-day, 4-hour, 53-minute period from Friday, 29 May 2020 at 01:32 UTC to Friday, 05 June 2020 at 06:26 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 : @republicagt
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:
[2] https://republica.gt/2020/06/02/realizan-hisopados-en-el-preventivo-tras-muerte-de-reo-por-covid-19/
[2] https://republica.gt/2020/05/29/presidente-del-cedecon-hace-un-llamado-a-defender-el-orden-constitucional/?utm_source=Twitter&utm_medium=Social&utm_campaign=35-anos-constitucion
[2] https://republica.gt/2020/06/01/diputado-alejos-asegura-que-hermano-del-jefe-de-la-feci-le-solicito-dinero/
[2] https://republica.gt/2020/05/29/la-constitucion-que-abrio-la-puerta-a-la-era-democratica/?utm_source=Twitter&utm_medium=Social&utm_campaign=35-anos-constitucion
[2] https://republica.gt/2020/05/21/cuatro-pasos-para-registrarte-y-recibir-el-bono-familia/
[1] https://www.facebook.com/168391950439804/videos/2690541621225431/
[1] https://republica.gt/2020/06/02/maycom-sedes-cita-licencias/
[1] http://childfundgt.com
[1] https://republica.gt/2020/06/04/donaciones-benefician-a-familias-de-siete-departamentos/
[1] https://republica.gt/2020/06/05/gabinete-economico-busca-inversiones-para-guatemala/

Top URLs in Tweet in G1:
[2] https://republica.gt/2020/05/21/cuatro-pasos-para-registrarte-y-recibir-el-bono-familia/
[2] https://republica.gt/2020/05/29/la-constitucion-que-abrio-la-puerta-a-la-era-democratica/?utm_source=Twitter&utm_medium=Social&utm_campaign=35-anos-constitucion
[2] https://republica.gt/2020/06/01/diputado-alejos-asegura-que-hermano-del-jefe-de-la-feci-le-solicito-dinero/
[2] https://republica.gt/2020/06/02/realizan-hisopados-en-el-preventivo-tras-muerte-de-reo-por-covid-19/
[2] https://republica.gt/2020/05/29/presidente-del-cedecon-hace-un-llamado-a-defender-el-orden-constitucional/?utm_source=Twitter&utm_medium=Social&utm_campaign=35-anos-constitucion
[1] https://republica.gt/2020/06/02/maycom-sedes-cita-licencias/
[1] https://republica.gt/2020/05/28/noquebremosguate-la-caravana-contra-el-cierre-de-la-economia/
[1] https://republica.gt/2020/05/28/diez-preguntas-y-respuestas-frecuentes-sobre-el-bono-familia/
[1] https://republica.gt/2020/05/28/ministerio-de-trabajo-inspecciona-a-procesadora-de-carnes-por-covid-19/
[1] https://republica.gt/2020/05/29/estado-de-calamidad-por-coronavirus-sigue-30-dias-mas/

Top URLs in Tweet in G2:
[1] https://twitter.com/lahoragt/status/1266777881939775489
[1] https://twitter.com/ilsepolancok/status/1266378268439003136
[1] https://www.youtube.com/watch?v=zGETbWCD3_w&feature=youtu.be

[1] https://twitter.com/inesibarguen/status/1266399648413036556

Top URLs in Tweet in G4:
[1] https://www.facebook.com/168391950439804/videos/2690541621225431/
[1] https://twitter.com/danfmsg/status/1268255805117288450

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=dtKM_7UhLDE


Top URLs in Tweet in G8:
[1] https://republica.gt/2020/05/30/como-cambio-el-coronavirus-el-trabajo-de-los-periodistas/
[1] https://especiales.republica.gt/el-dia-de-la-republica-35-anos-de-la-constitucion/?utm_source=Especiales%20Rep

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[90] covid19gt
[80] seguridadyjusticia
[58] nacional
[46] guatemala
[45] entretenimiento
[43] 35añosconstitución
[38] urgente
[33] comunidad
[28] noquebremosaguate
[13] 2añosvolcándefuego



Top Hashtags in Tweet in G1:
[64] covid19gt
[53] seguridadyjusticia
[48] nacional
[30] urgente
[26] entretenimiento
[25] 35añosconstitución
[25] guatemala
[24] noquebremosaguate
[12] comunidad
[11] covid19

Top Hashtags in Tweet in G2:
[7] nacional
[5] noalcierre
[4] noquebremosaguate
[4] seguridadyjusticia
[3] urgente
[2] 2añosvolcándefuego
[2] 35añosconstitución
[1] guatemala
[1] covid19gt
[1] coronavirus

Top Hashtags in Tweet in G3:
[21] comunidad
[16] covid19gt
[4] conred
[3] 35añosconstitución
[2] clima
[2] covid19
[2] pmtguatemalaentodo
[2] transitogt
[2] traficogt
[2] urgente

Top Hashtags in Tweet in G4:
[21] seguridadyjusticia
[2] internacional
[2] covid19gt
[2] porsinoloviste
[1] seguridad
[1] toquedequedagt
[1] estadodesitio
[1] sololá
[1] nacionales

Top Hashtags in Tweet in G5:
[19] entretenimiento
[19] guatemala
[11] 1111dennisarana
[1] sinetiquetas
[1] teamdennis
[1] somosohana

Top Hashtags in Tweet in G6:
[8] 35añosconstitución
[2] covid19gt
[1] urgente
[1] nacional

Top Hashtags in Tweet in G7:
[6] ahora
[5] covid19gt
[4] estadodesitio
[2] urgente
[1] nacional
[1] sololá
[1] tormentaamanda
[1] guatemala
[1] elsalvador
[1] igss

Top Hashtags in Tweet in G8:
[5] 35añosconstitución

Top Hashtags in Tweet in G9:
[1] seguridadyjusticia

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[139] republicagt
[70] detalles
[63] #covid19gt
[53] #seguridadyjusticia
[51] 11
[48] #nacional
[43] sandoval
[42] acá
[40] presidente
[40] juan

Top Words in Tweet in G2:
[50] republicagt
[25] prensa_libre
[21] lared1061
[20] sonora969
[17] emisorasunidas
[17] guatevision_tv
[17] publinewsgt
[15] t13noticias
[13] aztecaguate
[12] canalantigua

Top Words in Tweet in G3:
[67] republicagt
[66] ley
[35] msicg
[34] contra
[34] clase
[34] trabajadora
[33] stereo100xela
[33] usacenlinea
[33] republicaguate
[33] sonora969

Top Words in Tweet in G4:
[31] republicagt
[26] sandoval
[26] mpguatemala
[25] juan
[25] francisco
[21] #seguridadyjusticia
[18] alejos
[13] congresoguate
[11] gustavo
[11] delitos

Top Words in Tweet in G5:
[138] republicagt
[76] 11
[50] apoyo
[44] gracias
[38] _dennisarana
[38] dennis
[29] arana
[27] #1111dennisarana
[22] promesa
[22] nota

Top Words in Tweet in G6:
[13] cedecon_gt
[11] stuardoralon
[10] constitución
[9] republicagt
[8] #35añosconstitución
[8] poder
[7] esencia
[7] poner
[7] límite
[7] asegura

Top Words in Tweet in G7:
[15] republicagt
[9] mil
[8] fusil
[6] #ahora
[6] ocho
[6] pares
[6] guantes
[6] ejercito_gt
[5] informa
[5] #covid19gt

Top Words in Tweet in G8:
[10] republicagt
[9] jevaldiz
[9] lazaroelmundo
[9] compartir
[7] gracias
[7] rogermoratagle
[7] experiencia
[7] cómo
[7] cambió
[7] coronavirus

Top Words in Tweet in G9:
[2] cc_guatemala
[2] republicagt
[2] alex_balsells
[2] pdhgt
[2] constitución

Top Word Pairs
Top Word Pairs in Tweet in G2:
[35] prensa_libre,guatevision_tv
[35] guatevision_tv,aztecaguate
[29] t13noticias,telediariogt
[28] prensa_libre,publinewsgt
[27] sonora969,lared1061
[27] revolufashion,republicagt
[27] republicagt,justiciayagt
[27] republicagt,cacifnoticias
[27] cacifnoticias,prensa_libre
[27] aztecaguate,emisorasunidas

Top Word Pairs in Tweet in G3:
[13] clase,trabajadora
[13] msicg,stereo100xela
[10] stereo100xela,usacenlinea
[9] usacenlinea,republicagt
[9] republicagt,republicaguate
[8] republicaguate,sonora969
[8] sonora969,tn23noticias
[8] tn23noticias,t13noticias
[8] t13noticias,nuestrodiario
[8] nuestrodiario,noti7guatemala

Top Word Pairs in Tweet in G4:
[34] juan,francisco
[33] francisco,sandoval
[33] mpguatemala,congresoguate
[33] gustavo,alejos
[33] republicagt,relato_gt
[33] alejos,cámbara
[33] mpguatemala,ojguatemala
[33] ojguatemala,entrevista
[33] entrevista,delata
[33] delata,serie

Top Word Pairs in Tweet in G5:
[25] 11,11
[25] gracias,apoyo
[13] dennis,arana
[11] #entretenimiento,dennis
[10] arana,nueva
[9] nueva,promesa
[9] promesa,musical
[9] musical,#guatemala
[9] #guatemala,promociona
[9] promociona,plataformas

Top Word Pairs in Tweet in G6:
[38] #35añosconstitución,esencia
[38] esencia,constitución
[29] constitución,poner
[19] poner,límite
[19] límite,poder
[19] poder,asegura
[19] asegura,stuardoralon
[19] stuardoralon,presidente
[19] presidente,cedecon_gt
[19] stuardoralon,cedecon_gt

Top Word Pairs in Tweet in G7:
[7] ocho,mil
[7] mil,pares
[7] pares,guantes
[7] #ahora,ejercito_gt
[7] ejercito_gt,localizó
[7] localizó,patrullajes
[7] patrullajes,#estadodesitio
[7] #estadodesitio,límite
[7] límite,nahualá
[4] nahualá,santa

Top Word Pairs in Tweet in G8:
[6] jevaldiz,lazaroelmundo
[6] gracias,jevaldiz
[6] lazaroelmundo,rogermoratagle
[4] rogermoratagle,compartir
[4] compartir,experiencia
[4] experiencia,republicagt
[4] republicagt,cómo
[4] cómo,cambió
[4] cambió,coronavirus
[4] coronavirus,trabajo

Top Word Pairs in Tweet in G9:
[9] cc_guatemala,republicagt
[7] republicagt,alex_balsells

Top Word Pairs in Tweet in G10:

Top Replied-To
Top Replied-To in Entire Graph:
@republicagt
@msicg
@mpguatemala
@revolufashion
@edgarquinonezgt
@teoriadelacons1
@drgiammattei
@gonzalez2020ana
@minsaludguate
@bettymarroquin9

Top Replied-To in G1:
@republicagt
@mpguatemala
@teoriadelacons1
@industriaguate
@minsaludguate
@miguel_artiga
@gabrielagr100
@mlcastilo

Top Replied-To in G2:
@mpguatemala
@revolufashion
@drgiammattei
@republicagt
@bettymarroquin9
@justiciayagt
@guillecastillor
@juanrralau
@librachimal
@dlgalvezdcm

Top Replied-To in G3:
@msicg
@republicagt
@edgarquinonezgt
@minsaludguate

Top Replied-To in G4:
@mpguatemala
@republicagt
@gonzalez2020ana
@luis27709953
@laragustin30
@northcoffee
@no_mamada

Top Replied-To in G5:
@republicagt
@ohana_dennismx

Top Replied-To in G6:
@republicagt
@cedecon_gt
@rodrigoarenas

Top Replied-To in G7:
@republicagt
@pocasangrehenry

Top Replied-To in G8:
@manoloaguilera_

Top Replied-To in G9:
@m_melgard

Top Replied-To in G10:
@republicagt

Top Mentioned
Top Mentioned in Entire Graph:
@republicagt
@sonora969
@t13noticias
@tn23noticias
@_dennisarana
@stereo100xela
@usacenlinea
@republicaguate
@nuestrodiario
@noti7guatemala

Top Mentioned in G1:
@republicagt
@amilcarmontejo
@conredguatemala
@odn_ciprodeni
@guate_inmortal_
@congresoguate
@ardon_jose
@satgt
@worldvisiongt
@pnudguatemala

Top Mentioned in G2:
@republicagt
@prensa_libre
@lared1061
@sonora969
@emisorasunidas
@guatevision_tv
@publinewsgt
@t13noticias
@aztecaguate
@canalantigua

Top Mentioned in G3:
@republicagt
@stereo100xela
@usacenlinea
@republicaguate
@sonora969
@tn23noticias
@t13noticias
@nuestrodiario
@noti7guatemala
@universidad921

Top Mentioned in G4:
@republicagt
@congresoguate
@ojguatemala
@relato_gt
@mpguatemala
@usembassyguate
@prensa_libre
@telediariogt
@lared1061
@secpompeo

Top Mentioned in G5:
@_dennisarana
@teamdennis4
@lizgvasquez
@republicagt
@supportdennis__

Top Mentioned in G6:
@stuardoralon
@cedecon_gt
@republicagt
@mcn
@ader
@diariodeca
@pizzillo1972
@publinewsgt
@prensa_libre
@relato_gt

Top Mentioned in G7:
@republicagt
@ejercito_gt
@fundesa
@conredguatemala
@hrooseveltgt
@easturia
@micheleconunal
@hospigengt
@minsaludguate

Top Mentioned in G8:
@republicagt
@jevaldiz
@lazaroelmundo
@rogermoratagle
@stuardoralon
@cedecon_gt

Top Mentioned in G9:
@cc_guatemala
@republicagt
@alex_balsells
@pdhgt
@amandasantiz

Top Mentioned in G10:
@karigonro

Top Tweeters
Top Tweeters in Entire Graph:
@llemj
@prensa_libre
@emisorasunidas
@brendah2o66
@frattigiovanni
@telediariogt
@diariodeca
@cnnee
@guatevision_tv
@canalantigua

Top Tweeters in G1:
@guatemalaglobal
@lovelygh__
@hlssinay
@aldana_zandra
@republicagt
@patriciahxela
@tinkerbellros
@drmarcodicolomo
@stevevivas
@carflolo2

Top Tweeters in G2:
@prensa_libre
@emisorasunidas
@brendah2o66
@frattigiovanni
@telediariogt
@cnnee
@guatevision_tv
@canalantigua
@soy_502
@lared1061

Top Tweeters in G3:
@stereo100xela
@noti7guatemala
@amilcarmontejo
@nuestrodiario
@diariodigitalgt
@thaliaro24
@muniguate
@george_jedi
@conredguatemala
@alrojovivo

Top Tweeters in G4:
@calbert96
@marioomeany
@mpguatemala
@daeb7685
@nayibbukele
@matheubran
@clausdb1
@ojguatemala
@guanacionalista
@marcgue1

Top Tweeters in G5:
@susilopmer
@teamdennis4
@eliz42018371
@hdc28
@ingrid00070354
@jean58494895
@brendas68001762
@_evelyn_soul
@lizgvasquez
@marisol48074932

Top Tweeters in G6:
@diariodeca
@oliviag31150407
@perspectivagt
@pizzillo1972
@totty7677
@americo_angel
@maryrol
@rodrigoarenas
@marbienesinmue1
@nuevoespectador

Top Tweeters in G7:
@monymmorales
@karyhuertas
@sololenopchairo
@micheleconunal
@ejercito_gt
@javierruiz109
@fundesa
@hospigengt
@hrooseveltgt
@pocasangrehenry

Top Tweeters in G8:
@llemj
@sahagunfelipe
@jevaldiz
@lazaroelmundo
@manoloaguilera_
@camilopino
@rogermoratagle
@anaiviscorrea

Top Tweeters in G9:
@alex_balsells
@pdhgt
@amandasantiz
@cc_guatemala
@m_melgard

Top Tweeters in G10:
@karigonro
@partpsp


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