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#guerracontralaspandillas Twitter NodeXL SNA Map and Report for Saturday, 16 July 2022 at 05:00 UTC (experimental version)
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From:
vivian
Uploaded on:
July 16, 2022
Short Description:
#guerracontralaspandillas via NodeXL https://bit.ly/3yNoyCD
@chrisguevarag
@nayibbukele
@spatrikc
@aliciamatutesv
@cinco_zavala
@lorefuentesdeor
@219jdaniel
@hrubidia
@roberth_k085
@lacheradacom

Top hashtags:
#guerracontralaspandillas
#penademuerte
#pandillasnuncamas

Description:
Description
The graph represents a network of 1,093 Twitter users whose recent tweets contained "#guerracontralaspandillas", 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 Saturday, 16 July 2022 at 05:01 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 10-minute period from Wednesday, 06 July 2022 at 12:26 UTC to Saturday, 16 July 2022 at 04:37 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 : 1093
Unique Edges : 1462
Edges With Duplicates : 251
Total Edges : 1713
Number of Edge Types : 5
Retweet : 1169
MentionsInRetweet : 220
Replies to : 152
Mentions : 112
Tweet : 60
Self-Loops : 67
Reciprocated Vertex Pair Ratio : 0.00329815303430079
Reciprocated Edge Ratio : 0.00657462195923734
Connected Components : 20
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 1060
Maximum Edges in a Connected Component : 1670
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.002786
Graph Density : 0.00127434322310809
Modularity : 0.551045
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,093 Twitter users whose recent tweets contained "#guerracontralaspandillas", 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 Saturday, 16 July 2022 at 05:01 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 10-minute period from Wednesday, 06 July 2022 at 12:26 UTC to Saturday, 16 July 2022 at 04:37 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 : TwitterSearch
Graph Term : #guerracontralaspandillas
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[30] https://twitter.com/chrisguevarag/status/1547917982692585473
[16] https://diarioelsalvador.com/seguridad-homicidios-presentan-una-reduccion-del-73-en-tres-anos/249838/
[9] https://twitter.com/ChrisGuevaraG/status/1547917982692585473
[8] https://twitter.com/laurapocasv/status/1547952011005464582
[5] https://twitter.com/PNCSV/status/1544736763545100301
[4] https://twitter.com/Vi11atoro/status/1545430644511096835
[4] https://www.facebook.com/noticia.es
[4] https://twitter.com/nayibnoticiasSV/status/1544749469652193280
[3] https://www.instagram.com/noticia.esv/
[3] https://www.tiktok.com/@noticia.esv

Top URLs in Tweet in G1:
[2] https://twitter.com/NoticiasMenotty/status/1546162770055467010
[2] https://twitter.com/PNCSV/status/1546175707008700418
[2] https://twitter.com/SeguridadSV/status/1546162106013302787
[2] https://twitter.com/elsalvador/status/1546283125600313344
[2] https://twitter.com/Judicial_ES/status/1546177406540587008
[1] https://twitter.com/chrisguevarag/status/1547917982692585473
[1] https://twitter.com/ChrisGuevaraG/status/1547917982692585473
[1] https://laprensasv.com/2022/07/eeuu-me-ha-quitado-visa-por-introducir-la-ley-contra-las-pandillas-y-colaboradores-christian-guevara-jefe-de-bancada-cyan
[1] https://twitter.com/ChrisGuevaraG/status/1547402638052007936

Top URLs in Tweet in G2:
[29] https://twitter.com/chrisguevarag/status/1547917982692585473
[7] https://twitter.com/ChrisGuevaraG/status/1547917982692585473
[1] https://diarioelsalvador.com/seguridad-homicidios-presentan-una-reduccion-del-73-en-tres-anos/249838/

Top URLs in Tweet in G3:
[5] https://twitter.com/PNCSV/status/1544736763545100301
[4] https://twitter.com/nayibnoticiasSV/status/1544749469652193280
[1] https://twitter.com/ComandoESA/status/1548163615299031044
[1] https://twitter.com/Vi11atoro/status/1545430644511096835
[1] https://twitter.com/Vi11atoro/status/1546836914350833664
[1] https://twitter.com/219Jdaniel/status/1545215037782073346
[1] https://twitter.com/FGR_SV/status/1545410435469434880

Top URLs in Tweet in G4:
[2] https://twitter.com/Iris_hazziel/status/1547384919319511040
[1] https://twitter.com/PNCSV/status/1548129986602606593
[1] https://diarioelsalvador.com/seguridad-homicidios-presentan-una-reduccion-del-73-en-tres-anos/249838/

Top URLs in Tweet in G5:
[3] https://twitter.com/nayibbukele/status/1547368948861222913

Top URLs in Tweet in G8:
[1] https://twitter.com/Vi11atoro/status/1545430644511096835
[1] https://twitter.com/Iris_hazziel/status/1547384919319511040

Top URLs in Tweet in G9:
[1] https://twitter.com/MrCuchilla/status/1547924852962578433
[1] https://twitter.com/ECastroES/status/1547955597898686465

Top URLs in Tweet in G10:
[14] https://diarioelsalvador.com/seguridad-homicidios-presentan-una-reduccion-del-73-en-tres-anos/249838/
[8] https://twitter.com/laurapocasv/status/1547952011005464582
[1] https://twitter.com/hectorsilva/status/1547964258054328320

Top Domains
Top Domains in Tweet in Entire Graph:
[102] twitter.com
[16] diarioelsalvador.com
[4] facebook.com
[4] instagram.com
[3] tiktok.com
[1] laprensasv.com

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

Top Domains in Tweet in G2:
[36] twitter.com
[1] diarioelsalvador.com

Top Domains in Tweet in G3:
[14] twitter.com

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

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

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

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[14] diarioelsalvador.com
[9] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1333] guerracontralaspandillas
[55] penademuerte
[52] pandillasnuncamas
[41] regimendeexcepcion
[37] muertealaspandillas
[35] elsalvador
[35] patasdepichiche
[10] plancontrolterritorial
[7] depaís
[4] guerracontrapandillas



Top Hashtags in Tweet in G1:
[563] guerracontralaspandillas
[1] listaengel

Top Hashtags in Tweet in G2:
[200] guerracontralaspandillas
[3] regimendeexcepcion

Top Hashtags in Tweet in G3:
[131] guerracontralaspandillas
[29] regimendeexcepcion
[5] plancontrolterritorial
[3] ultimahora
[3] elsalvador
[3] doncerote
[3] micocholco
[2] penademuerte
[1] patasdepichiche
[1] penademuerteahoramismo

Top Hashtags in Tweet in G4:
[115] guerracontralaspandillas
[53] penademuerte
[51] pandillasnuncamas
[37] muertealaspandillas
[24] elsalvador
[4] plancontrolterritorial
[2] fase3
[2] modernización
[2] verdeolivo
[2] regimendeexcepcion

Top Hashtags in Tweet in G5:
[57] guerracontralaspandillas

Top Hashtags in Tweet in G6:
[39] guerracontralaspandillas

Top Hashtags in Tweet in G7:
[33] guerracontralaspandillas
[33] patasdepichiche

Top Hashtags in Tweet in G8:
[45] guerracontralaspandillas

Top Hashtags in Tweet in G9:
[26] guerracontralaspandillas
[3] oposicioncagada
[1] patasdepichiche
[1] listaengel

Top Hashtags in Tweet in G10:
[36] guerracontralaspandillas
[1] listaengel

Top Words
Top Words in Tweet in Entire Graph:
[1333] #guerracontralaspandillas
[779] ley
[743] pandilleros
[688] contra
[687] nunca
[683] seguir
[681] correcto
[681] mas
[680] orgullo
[677] ahí

Top Words in Tweet in G1:
[563] #guerracontralaspandillas
[554] nunca
[542] ley
[542] orgullo
[542] ahí
[542] hacer
[542] correcto
[541] quitaron
[541] visa
[541] introducir

Top Words in Tweet in G2:
[276] lista
[200] #guerracontralaspandillas
[148] ley
[95] chrisguevarag
[95] fmln
[94] vida
[94] salvadoreños
[93] detiene
[92] colocan
[92] engel

Top Words in Tweet in G3:
[131] #guerracontralaspandillas
[70] nayibbukele
[48] presidente
[47] pandilleros
[32] mas
[30] ahí
[30] terroristas
[29] seguir
[29] #regimendeexcepcion
[28] ley

Top Words in Tweet in G4:
[115] #guerracontralaspandillas
[53] #penademuerte
[51] #pandillasnuncamas
[50] pandilleros
[49] terroristas
[44] ggallegos24
[39] malditos
[38] nuestro
[38] vida
[37] #muertealaspandillas

Top Words in Tweet in G5:
[64] jamás
[64] esos
[57] #guerracontralaspandillas
[36] fmln
[35] continúa
[35] terroristas
[32] diputados
[32] buscan
[32] premiar
[32] asesinos

Top Words in Tweet in G6:
[42] mejor
[39] #guerracontralaspandillas
[22] nuestra
[22] vencer
[21] triste
[21] realidad
[21] espera
[21] nosotros
[21] quien
[21] luchamos

Top Words in Tweet in G7:
[33] presuntamente
[33] #guerracontralaspandillas
[33] liberan
[33] crook
[33] líderes
[33] están
[33] guerra
[33] rick
[33] engrana
[33] discurso

Top Words in Tweet in G8:
[45] #guerracontralaspandillas
[33] renta
[21] través
[20] claro
[20] habrán
[20] personas
[20] quejándose
[20] redes
[20] recordemos
[20] 70

Top Words in Tweet in G9:
[26] #guerracontralaspandillas
[10] chrisguevarag
[6] estados
[6] unidos
[5] guste
[5] pandilleros
[5] ahí
[5] nunca
[5] seguir
[4] diputado

Top Words in Tweet in G10:
[36] #guerracontralaspandillas
[21] contra
[16] tienen
[16] derecho
[15] seguir
[15] continúa
[14] mientras
[14] ofensiva
[14] diplomática
[14] funcionarios

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[682] seguir,#guerracontralaspandillas
[672] quitaron,visa
[672] visa,introducir
[672] introducir,ley
[672] ley,contra
[672] contra,pandilleros
[672] pandilleros,voceros
[672] voceros,orgullo
[672] orgullo,estar
[672] estar,ahí

Top Word Pairs in Tweet in G1:
[541] quitaron,visa
[541] visa,introducir
[541] introducir,ley
[541] ley,contra
[541] contra,pandilleros
[541] pandilleros,voceros
[541] voceros,orgullo
[541] orgullo,estar
[541] estar,ahí
[541] ahí,hacer

Top Word Pairs in Tweet in G2:
[92] chrisguevarag,colocan
[92] colocan,lista
[92] lista,engel
[92] engel,presentar
[92] presentar,ley
[92] ley,combatir
[92] combatir,pandillas
[92] pandillas,vemos
[92] vemos,lista
[92] lista,nadie

Top Word Pairs in Tweet in G3:
[29] seguir,#guerracontralaspandillas
[27] quitaron,visa
[27] visa,introducir
[27] introducir,ley
[27] ley,contra
[27] contra,pandilleros
[27] pandilleros,voceros
[27] voceros,orgullo
[27] orgullo,estar
[27] estar,ahí

Top Word Pairs in Tweet in G4:
[51] #pandillasnuncamas,#guerracontralaspandillas
[39] terroristas,pandilleros
[37] #muertealaspandillas,#pandillasnuncamas
[36] malditos,terroristas
[35] nuestro,héroe
[34] sera,nueva
[34] nueva,foto
[34] foto,perfil
[34] perfil,honrar
[34] honrar,memoria

Top Word Pairs in Tweet in G5:
[35] #guerracontralaspandillas,continúa
[32] diputados,fmln
[32] fmln,buscan
[32] buscan,premiar
[32] premiar,asesinos
[32] asesinos,violadores
[32] violadores,extorsionistas
[32] extorsionistas,jamás
[32] jamás,preocuparon
[32] preocuparon,compensar

Top Word Pairs in Tweet in G6:
[21] triste,realidad
[21] realidad,espera
[21] espera,nosotros
[21] nosotros,quien
[21] quien,luchamos
[21] luchamos,mejor
[21] mejor,nuestra
[21] nuestra,guerra
[21] guerra,nada
[21] nada,fácil

Top Word Pairs in Tweet in G7:
[33] presuntamente,#guerracontralaspandillas
[33] #guerracontralaspandillas,liberan
[33] liberan,crook
[33] crook,líderes
[33] líderes,están
[33] están,guerra
[33] guerra,rick
[33] rick,engrana
[33] engrana,discurso
[33] discurso,dictadura

Top Word Pairs in Tweet in G8:
[20] claro,habrán
[20] habrán,personas
[20] personas,quejándose
[20] quejándose,través
[20] través,redes
[20] redes,#guerracontralaspandillas
[20] #guerracontralaspandillas,recordemos
[20] recordemos,70
[20] 70,000
[20] 000,terroristas

Top Word Pairs in Tweet in G9:
[6] estados,unidos
[4] diputado,chrisguevarag
[4] quitaron,visa
[4] visa,introducir
[4] introducir,ley
[4] ley,contra
[4] contra,pandilleros
[4] pandilleros,voceros
[4] voceros,orgullo
[4] orgullo,estar

Top Word Pairs in Tweet in G10:
[15] seguir,#guerracontralaspandillas
[14] mientras,continúa
[14] continúa,ofensiva
[14] ofensiva,diplomática
[14] diplomática,contra
[14] contra,funcionarios
[14] funcionarios,salvadoreños
[14] salvadoreños,darle
[14] darle,población
[14] población,décadas

Top Replied-To
Top Replied-To in Entire Graph:
@nayibbukele
@ggallegos24
@chrisguevarag
@comandonavas
@pncsv
@bavelarr
@josevaldezsv
@_elfaro_
@opinionlatinasv
@merino_monroy

Top Replied-To in G1:
@chrisguevarag

Top Replied-To in G2:
@chrisguevarag
@nayibbukele
@romeoauerbach
@edgardomulatosv

Top Replied-To in G3:
@nayibbukele
@pncsv
@josevaldezsv
@chrisguevarag
@vi11atoro
@frentea_frente
@azul091465751
@osirislunameza
@fgr_sv

Top Replied-To in G4:
@ggallegos24
@comandonavas
@opinionlatinasv
@merino_monroy
@comandoesa
@noticieroslv
@wendycastillo90
@marcelapinedasv
@nayibbukele
@pncsv

Top Replied-To in G6:
@halconsv27
@dencubierto

Top Replied-To in G9:
@_elfaro_
@radioyskl
@enderwigginsv
@diazezequiel18
@marce23
@lahuellasv
@williamsorianoh
@stvn_lrs
@lorefuentesdeor
@laurapocasv

Top Replied-To in G10:
@silvyahdezes
@erikaguevarar
@claudiaortizsv

Top Mentioned
Top Mentioned in Entire Graph:
@chrisguevarag
@bancadacyan
@nayibbukele
@pncsv
@fuerzarmadasv
@vi11atoro
@merino_monroy
@director_pnc
@fiscalgeneralsv
@asambleasv

Top Mentioned in G1:
@bancadacyan
@chrisguevarag

Top Mentioned in G2:
@chrisguevarag
@bancadacyan
@nayibbukele

Top Mentioned in G3:
@nayibbukele
@pncsv
@vi11atoro
@director_pnc
@merino_monroy
@elmesiassv
@dipufocadania
@fenixulloavp
@ruth_lopez1977
@amadeo1980

Top Mentioned in G4:
@fuerzarmadasv
@ggallegos24
@merino_monroy
@pncsv
@ricardovas_01
@jc_floressv
@ganaoficial
@nayibbukele
@seguridadsv
@chrisguevarag

Top Mentioned in G5:
@chrisguevarag

Top Mentioned in G6:
@cazadorsv27
@justicieroosito
@daniiii81902899
@ernesto79cobra
@219jdaniel
@yeico_pnc
@pncsv

Top Mentioned in G8:
@vi11atoro
@nayibbukele
@chrisguevarag

Top Mentioned in G9:
@chrisguevarag
@asambleasv
@ecastroes
@bancadacyan
@sociedadcivilsv
@nayibbukele
@waraujo64
@potus
@raulncastillo
@williamsorianoh

Top Mentioned in G10:
@chrisguevarag
@potus

Top Tweeters
Top Tweeters in Entire Graph:
@athenea_phalas
@charly_mancia
@fot_roca
@antinashit
@ruben23am
@estuardinho10
@prensagrafica
@sandragomezc1
@rodomar36
@waraujo64

Top Tweeters in G1:
@athenea_phalas
@fot_roca
@ruben23am
@estuardinho10
@lgladysd
@estelaperversa
@kevinedgardoli1
@mersfa
@atiliomo
@master_boy10

Top Tweeters in G2:
@rodomar36
@jocve
@reinarivera8
@anonimosv503
@patycornejo8
@guyasss
@igordestrada
@rafaelc14888300
@katygaldamez4
@22eduard0

Top Tweeters in G3:
@antinashit
@sandragomezc1
@elpolitologosv
@eljusticiero503
@pncsv
@charls_sv
@ciudadanalupa
@nayibnoticiassv
@casadey56
@lunamoo10961226

Top Tweeters in G4:
@concepc05811060
@mvidal1945
@noticieroslv
@ganaoficial
@nikichavez6
@ggallegos24
@ditay16
@az75de
@fuerzarmadasv
@arana_bethy

Top Tweeters in G5:
@loscobanosfish
@eliasdimas514
@carlosalbert249
@vulcanodr
@isaiasof_ni
@c_edu99
@cesar23__
@rolando1210
@juliocr61810695
@noeayala2675

Top Tweeters in G6:
@noxmayhem
@99escamilla
@kamizaky100
@eddiekirkwood
@tugordo07
@jaguar83mancia
@eversontorres13
@futbolistaroma1
@campanita1505
@silenthill3005

Top Tweeters in G7:
@charly_mancia
@roxana0112
@elnomuerto2
@seguidoraverdad
@martafaviles
@neloayala121
@acua_nelson
@bukelepelele
@roberto_dubon
@posteviur

Top Tweeters in G8:
@dango133319
@wilfred48783293
@chemicaze1
@mariaal84760076
@javieraldana__
@reina70777324
@betoz26998244
@lacheradacom
@juancar74272302
@majingodanielz

Top Tweeters in G9:
@waraujo64
@radioyskl
@sociedadcivilsv
@asambleasv
@chinchontepec22
@_elfaro_
@chelita_ni
@lahuellasv
@mrelegantesv
@relizabara

Top Tweeters in G10:
@amricar64932364
@carmen16930236
@mlvasques16
@silvyahdezes
@eduard0t0rr3s
@er78527784
@cajomabe1
@napo59886638
@nushito31
@drakedebian


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