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#ecuador_2021-04-07_22-22-34.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
April 08, 2021
Short Description:
#ecuador via NodeXL https://bit.ly/3wCg8w2
@ecubot593
@lassoguillermo
@ecuarauz
@ecuabot
@eluniversocom
@lenin
@mashirafael
@ramiroaguilart
@jorgegestoso
@qisabelica

Top hashtags:
#ecuador
#elecciones2021ec
#contigocontodosahora
#guillermolasso
#quito
#covid19

Description:
Description
The graph represents a network of 11,336 Twitter users whose recent tweets contained "#ecuador", 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 Thursday, 08 April 2021 at 06:14 UTC.

The tweets in the network were tweeted over the 1-day, 6-hour, 43-minute period from Tuesday, 06 April 2021 at 22:37 UTC to Thursday, 08 April 2021 at 05:21 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 : 11336
Unique Edges : 26548
Edges With Duplicates : 7550
Total Edges : 34098
Number of Edge Types : 5
Retweet : 14565
MentionsInRetweet : 12898
Replies to : 1173
Mentions : 3143
Tweet : 2319
Self-Loops : 2452
Reciprocated Vertex Pair Ratio : 0.00543006081668115
Reciprocated Edge Ratio : 0.010801468999784
Connected Components : 789
Single-Vertex Connected Components : 509
Maximum Vertices in a Connected Component : 9791
Maximum Edges in a Connected Component : 31969
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.802392
Graph Density : 0.000216150910598165
Modularity : 0.549023
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 11,336 Twitter users whose recent tweets contained "#ecuador", 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 Thursday, 08 April 2021 at 06:14 UTC.

The tweets in the network were tweeted over the 1-day, 6-hour, 43-minute period from Tuesday, 06 April 2021 at 22:37 UTC to Thursday, 08 April 2021 at 05:21 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 : #ecuador
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:
[446] https://www.eluniverso.com/guayaquil/comunidad/la-reventa-del-farmaco-actemra-conllevaria-una-sancion-de-entre-4-y-8-anos-de-privacion-de-la-libertad-en-ecuador-nota/
[341] https://www.pagina12.com.ar/333763-los-laberintos-offshore-de-guillermo-lasso-accionistas-del-b
[223] http://www.ecuadorenvivo.com/politica/24-politica/136270-si-gana-arauz-el-correismo-volvera-con-mas-odio-clever-jimenez.html#.YG3HVm5NvDY.twitter
[202] https://www.nodal.am/2021/04/balotaje-en-ecuador-denuncian-a-lasso-ante-la-fiscalia-por-presunta-defraudacion-tributaria/
[180] https://actualidad.rt.com/actualidad/388625-ecuador-pachakutik-expulsar-jaime-vargas-filas
[177] https://revistacrisis.com.ar/notas/ecuador-la-vena-cava-de-america-latina
[176] https://www.gofundme.com/f/todos-con-josu-campos?utm_source=customer&utm_medium=copy_link&utm_campaign=p_cp_guide_do&member=9863846
[175] https://www.dailymail.co.uk/news/article-9438731/Theresas-like-flaking-old-pit-prop-knows-collapse.html
[106] https://www.paypal.me/alinnoize
[88] https://www.revistacomun.com/blog/las-elecciones-de-ecuador-son-una-prueba-de-nuestra-solidaridad

Top URLs in Tweet in G1:
[216] http://www.ecuadorenvivo.com/politica/24-politica/136270-si-gana-arauz-el-correismo-volvera-con-mas-odio-clever-jimenez.html#.YG3HVm5NvDY.twitter
[51] https://twitter.com/ecuadorenvivo/status/1379854001563443201
[30] https://www.eluniverso.com/guayaquil/comunidad/la-reventa-del-farmaco-actemra-conllevaria-una-sancion-de-entre-4-y-8-anos-de-privacion-de-la-libertad-en-ecuador-nota/
[27] https://www.youtube.com/watch?v=7WLuvspCYwE&feature=youtu.be

[27] https://twitter.com/ulises77379168/status/1377039359170519042
[24] https://www.instagram.com/accounts/login/
[22] https://notimundo.com.ec/ecuador-tuvo-600-mas-muertes-en-exceso-en-un-dia-en-comparacion-a-otros-paises/
[16] https://twitter.com/acdavalost/status/1379598290199715848
[15] https://www.youtube.com/watch?v=91yirPLNxZs&feature=youtu.be

[11] https://www.visitecuadorandsouthamerica.com/

Top URLs in Tweet in G2:
[305] https://www.pagina12.com.ar/333763-los-laberintos-offshore-de-guillermo-lasso-accionistas-del-b
[180] https://www.nodal.am/2021/04/balotaje-en-ecuador-denuncian-a-lasso-ante-la-fiscalia-por-presunta-defraudacion-tributaria/
[85] https://www.revistacomun.com/blog/las-elecciones-de-ecuador-son-una-prueba-de-nuestra-solidaridad
[58] https://twitter.com/CNNEE/status/1379824092010971142
[46] https://twitter.com/ecuarauz/status/1379577233308803072
[40] https://twitter.com/orlandoperezec/status/1379764152336592898
[29] https://twitter.com/DEFENSORIAEC/status/1379909841989304324
[27] https://twitter.com/PamAguasY/status/1379930590724624388
[25] https://youtu.be/xhjCa1dcZKg
[23] https://twitter.com/PrimeraPlanaECU/status/1379552894253432842

Top URLs in Tweet in G3:
[384] https://www.eluniverso.com/guayaquil/comunidad/la-reventa-del-farmaco-actemra-conllevaria-una-sancion-de-entre-4-y-8-anos-de-privacion-de-la-libertad-en-ecuador-nota/
[49] https://www.vistazo.com/seccion/actualidad-nacional/causantes-de-las-muertes-de-roberto-malta-y-santiago-jaramillo-aun-estan
[31] https://www.eluniverso.com/noticias/economia/ya-se-pueden-homologar-gratuitamente-telefonos-celulares-tabletas-y-otros-equipos-por-internet-en-ecuador-nota/
[31] http://ow.ly/PRit30rDHHF
[26] https://www.lahora.com.ec/opinion/
[19] https://www.lahora.com.ec/
[16] http://ow.ly/kQnR30rDH1U
[16] https://www.aei.ec/encuentros-candidatos-presidenciales/
[12] http://ow.ly/asUM30rDJjC
[11] https://www.lahora.com.ec/350-millones-seria-la-inversion-minima-para-vacunar-al-70-de-la-poblacion/

Top URLs in Tweet in G4:
[175] https://actualidad.rt.com/actualidad/388625-ecuador-pachakutik-expulsar-jaime-vargas-filas
[165] https://revistacrisis.com.ar/notas/ecuador-la-vena-cava-de-america-latina
[25] http://www.psuv.org.ve/temas/noticias/ecuador-peru-y-bolivia-se-preparan-para-jornadas-electorales-domingo/
[21] https://www.pagina12.com.ar/334300-la-trama-de-un-fraude-electoral-en-ecuador
[17] https://ir.shareaholic.com/e?u=https://www.telesurtv.net/news/ecuador-prepara-segunda-vuelta-elecciones-generales-20210406-0028.html%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1&a=1&s=7
[12] https://www.nodal.am/2021/04/balotaje-en-ecuador-denuncian-a-lasso-ante-la-fiscalia-por-presunta-defraudacion-tributaria/
[9] https://www.pagina12.com.ar/333763-los-laberintos-offshore-de-guillermo-lasso-accionistas-del-b
[8] https://www.paypal.me/alinnoize
[7] https://thelatampost.com/eln-ecuador-andres-arauz-prestamo-campana/
[7] https://www.prensa-latina.cu/index.php?o=rn&id=440910&SEO=la-unidad-centra-plan-de-progresistas-hacia-balotaje-en-ecuador

Top URLs in Tweet in G5:
[13] https://www.pagina12.com.ar/333763-los-laberintos-offshore-de-guillermo-lasso-accionistas-del-b
[8] https://twitter.com/FEUENACIONALEC/status/1379238411987529729
[8] https://www.youtube.com/watch?v=TdLr7Bz7rNk&feature=youtu.be

[5] https://twitter.com/MaxIniguez/status/1379469810757668871
[5] https://www.youtube.com/watch?v=zRtfCOGJV24&feature=youtu.be

[4] https://twitter.com/ecuarauz/status/1379970168407920642
[4] https://twitter.com/EnClavePolitik/status/1379614402484207616
[4] https://twitter.com/ximealito/status/1379587840779153416
[4] https://twitter.com/GuillaumeLong/status/1379565215277314051
[3] https://twitter.com/CarlosVerareal/status/1379645321416949763

Top URLs in Tweet in G6:
[46] http://www.telesurtv.net/el-canal/senal-en-vivo
[18] https://www.elcomercio.com/actualidad/corte-constitucional-plazo-excepcion-ecuador.html
[18] https://www.primicias.ec/noticias/sociedad/vacuna-sinovac-efectiva-ensayos-brasil/?utm_source=twitter&utm_medium=&utm_term=&utm_content=&utm_campaign=
[17] https://www.elcomercio.com/actualidad/biess-horarios-excepcion-provincias-afiliados.html
[14] https://www.covid19ecuador.org
[13] https://twitter.com/eluniversocom/status/1379397176929968132
[12] https://twitter.com/lenin/status/1379964980544598018
[11] https://www.ecuavisa.com/articulo/noticias/nacional/700231-covid-19-ecuador-recibe-primer-lote-vacuna-china-sinovac
[10] https://www.elcomercio.com/actualidad/vacunacion-guayaquil-filas-adultos-mayores.html
[9] https://www.primicias.ec/noticias/sociedad/siete-abril-reporte-ecuador-casos-covid/

Top URLs in Tweet in G7:
[28] https://www.instagram.com/accounts/login/
[5] https://www.youtube.com/watch?v=dEln99YJxso&feature=youtu.be

[3] https://cutvinternacional.wordpress.com/2021/04/07/arauz-y-lasso-buscan-la-presidencia-de-ecuador-pero-enfrentan-dos-modos-de-ver-al-mundo-la-sociedad-la-economia-y-la-democracia/
[3] https://www.facebook.com/Winnerstvdigital/videos/475936563606048/
[3] https://cactus24.com.ve/paraguanera-fue-estrangulada-por-su-novio-en-ecuador/
[3] https://twitter.com/JorgeWated/status/1379962596313464832
[3] http://www.facebook.com/pages/p/1526970550873896
[2] https://www.gofundme.com/f/crnd89-ayuda-para-monica?utm_campaign=p_cp+share-sheet&utm_medium=social&utm_source=twitter
[2] https://news.un.org/en/story/2021/03/1087702
[2] https://megachurch.pl/news/coronavirus-and-now-what-multiple-languages/

Top URLs in Tweet in G8:
[6] https://twitter.com/ovierablanco/status/1379826660602707976
[2] https://twitter.com/dolartoday/status/1379930401515446274
[2] https://www.facebook.com/RadioVictoriaEC/
[1] http://www.carlossanchezberzain.com/2021/03/19/dictadura-de-bolivia-esta-operada-por-cuba-y-venezuela/
[1] https://www.eluniverso.com/noticias/economia/ya-se-pueden-homologar-gratuitamente-telefonos-celulares-tabletas-y-otros-equipos-por-internet-en-ecuador-nota/
[1] https://twitter.com/ghost_who_walk/status/1379960792330682369
[1] https://www.gofundme.com/f/todos-con-josu-campos?utm_source=customer&utm_medium=copy_link&utm_campaign=p_cp_guide_do&member=9863846
[1] https://twitter.com/GZuritaH/status/1379538000095379456
[1] https://twitter.com/ReporteYa/status/1379943527468167171

Top URLs in Tweet in G9:
[9] https://www.parlamentomercosur.org/innovaportal/v/19063/1/parlasur/observatorio-de-la-democracia-despliega-misiones-de-observacion-electoral-simultaneamente-en-ecuador-y-peru.html
[8] http://www.fao.org/ecuador/noticias/detail-events/es/c/1392938/
[6] https://twitter.com/DrShaziaRuybal/status/1379637763843100674
[5] https://twitter.com/ONT_esp/status/1379770047174955013
[4] https://twitter.com/Expresoec/status/1378354938225565699
[4] https://twitter.com/FAOMesoamerica/status/1379170745293623301
[3] https://www.elcomercio.com/actualidad/vacunas-ecuador-cargamento-pfizer-dosis.html
[3] https://www.elcomercio.com/
[3] https://twitter.com/see_estadistica/status/1379435205346222086
[3] https://www.saludyvidaec.com/post/ecuador-recibe-un-mill%C3%B3n-de-dosis-de-vacunas-sinovac

Top URLs in Tweet in G10:
[173] https://www.gofundme.com/f/todos-con-josu-campos?utm_source=customer&utm_medium=copy_link&utm_campaign=p_cp_guide_do&member=9863846
[2] https://www.primicias.ec/noticias/sociedad/vacuna-sinovac-efectiva-ensayos-brasil/?utm_source=twitter&utm_medium=&utm_term=&utm_content=&utm_campaign=

Top Domains
Top Domains in Tweet in Entire Graph:
[1632] twitter.com
[593] eluniverso.com
[575] com.ar
[283] com.ec
[223] nodal.am
[223] ecuadorenvivo.com
[220] youtube.com
[187] rt.com
[179] gofundme.com
[179] co.uk

Top Domains in Tweet in G1:
[417] twitter.com
[216] ecuadorenvivo.com
[121] youtube.com
[76] com.ec
[43] blogspot.com
[41] eluniverso.com
[30] facebook.com
[26] instagram.com
[21] visitecuadorandsouthamerica.com
[20] ecupunto.com

Top Domains in Tweet in G2:
[550] twitter.com
[321] com.ar
[191] nodal.am
[85] revistacomun.com
[43] youtu.be
[31] shareaholic.com
[17] facebook.com
[16] roarmag.org
[14] eluniverso.com
[11] telesurtv.net

Top Domains in Tweet in G3:
[477] eluniverso.com
[98] com.ec
[84] ow.ly
[59] vistazo.com
[36] twitter.com
[16] aei.ec
[14] elcomercio.com
[11] ecuavisa.com
[9] larepublica.ec
[8] cervantes.es

Top Domains in Tweet in G4:
[207] com.ar
[179] rt.com
[31] twitter.com
[25] org.ve
[20] shareaholic.com
[18] nodal.am
[13] prensa-latina.cu
[11] telesurtv.net
[8] thelatampost.com
[8] paypal.me

Top Domains in Tweet in G5:
[73] twitter.com
[14] com.ar
[13] youtube.com
[4] shareaholic.com
[2] facebook.com
[2] tiktok.com
[2] nodal.am
[2] rt.com
[1] revistacomun.com

Top Domains in Tweet in G6:
[79] twitter.com
[74] elcomercio.com
[46] telesurtv.net
[42] primicias.ec
[31] eluniverso.com
[26] covid19ecuador.org
[15] revistacaskabel.com
[13] shareaholic.com
[11] ecuavisa.com
[11] com.ar

Top Domains in Tweet in G7:
[103] twitter.com
[29] instagram.com
[24] youtube.com
[23] facebook.com
[7] com.ve
[6] whatsapp.com
[6] eldiario.ec
[5] brenp.com
[4] eluniverso.com
[4] elyex.com

Top Domains in Tweet in G8:
[11] twitter.com
[2] facebook.com
[1] carlossanchezberzain.com
[1] eluniverso.com
[1] gofundme.com

Top Domains in Tweet in G9:
[56] twitter.com
[9] parlamentomercosur.org
[8] fao.org
[6] elcomercio.com
[4] petroenergia.info
[4] com.ec
[3] blogspot.com
[3] saludyvidaec.com
[2] zoom.us
[2] dw.com

Top Domains in Tweet in G10:
[173] gofundme.com
[2] primicias.ec

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18501] ecuador
[1009] elecciones2021ec
[933] contigocontodosahora
[913] guillermolasso
[901] quito
[858] covid19
[839] colombia
[824] duránbarba
[800] guayaquil
[795] lassopresidente2021



Top Hashtags in Tweet in G1:
[4698] ecuador
[756] lassopresidente2021
[458] elecciones2021ec
[434] andresnomientasotravez
[381] corrupcion
[373] todosconlasso
[366] guillermolasso
[348] vamosporelcambio
[344] peorgobiernodelahistoria
[335] duránbarba

Top Hashtags in Tweet in G2:
[4937] ecuador
[655] contigocontodosahora
[448] guillermolasso
[417] duránbarba
[407] atencion
[405] binomioarauzrabascall
[320] lasso
[288] andresarauz
[266] urgente
[259] guayaquil

Top Hashtags in Tweet in G3:
[1314] ecuador
[228] opinión
[202] columnadebonil
[202] bonil
[202] caricatura
[55] quito
[49] lomásleído
[49] robertomalta
[49] santiagojaramillo
[48] vacunas

Top Hashtags in Tweet in G4:
[875] ecuador
[180] apureesnuestro
[180] cuidémonosdelvirus
[134] contigocontodosahora
[115] eloro
[114] arar
[32] bolivia
[29] perú
[17] elecciones2021
[16] guayaquil

Top Hashtags in Tweet in G5:
[1053] ecuador
[369] patriagrande
[85] contigocontodosahora
[54] elecciones2021ec
[49] manabí
[42] felizcumplemashi
[41] vacunasvip
[41] duránbarba
[39] cuba
[35] felizcumplequeridomashi

Top Hashtags in Tweet in G6:
[1025] ecuador
[145] covid19
[137] quito
[135] urgente
[121] iess
[86] elecciones2021ec
[77] atención
[61] vacunascovid19
[58] calderón
[45] bolivia

Top Hashtags in Tweet in G7:
[664] ecuador
[61] colombia
[55] guayaquil
[41] elecciones2021ec
[39] quito
[37] chile
[35] venezuela
[34] peru
[31] argentina
[26] mexico

Top Hashtags in Tweet in G8:
[311] ecuador
[143] perú
[127] 7abr
[116] conloscaminantes
[25] danielrios
[12] covid19
[11] galápagos
[11] planvacunarse
[5] heroessincapa
[4] defensanacionalec

Top Hashtags in Tweet in G9:
[311] ecuador
[33] diamundialdelasalud
[29] covid19
[18] 7abril
[17] agenciaparlasur
[17] mujeresenciencias
[15] perú
[15] conferenciaregionalfaoamericas
[12] gobiernoindolente
[11] rusia

Top Hashtags in Tweet in G10:
[218] ecuador
[173] covid19
[173] santodomigo
[41] perú
[2] atención
[2] quito
[1] cuba
[1] venezuela
[1] arauz
[1] votemosbien

Top Words
Top Words in Tweet in Entire Graph:
[18601] #ecuador
[2355] lassoguillermo
[2043] ecuarauz
[1771] presidente
[1693] banquero
[1678] sé
[1481] campaña
[1366] lenin
[1310] será
[1268] gobierno

Top Words in Tweet in G1:
[4743] #ecuador
[1644] lassoguillermo
[756] #lassopresidente2021
[693] campaña
[688] sé
[679] banquero
[512] votar
[493] presidente
[464] #elecciones2021ec
[434] #andresnomientasotravez

Top Words in Tweet in G2:
[4937] #ecuador
[991] lenin
[925] presidente
[850] banquero
[837] sé
[774] candidato
[735] ecuarauz
[726] será
[676] equipo
[655] #contigocontodosahora

Top Words in Tweet in G3:
[1313] #ecuador
[387] libertad
[385] reventa
[385] fármaco
[385] actemra
[385] conllevaría
[385] sanción
[385] privación
[275] abril
[228] #opinión

Top Words in Tweet in G4:
[876] #ecuador
[661] ecuarauz
[191] movimiento
[189] voto
[186] días
[184] apoyo
[180] presidenciales
[180] #apureesnuestro
[180] #cuidémonosdelvirus
[179] octubre

Top Words in Tweet in G5:
[1053] #ecuador
[668] hermano
[650] mashirafael
[408] pronto
[399] cumpleaños
[395] día
[369] #patriagrande
[361] rafael
[338] gran
[337] unión

Top Words in Tweet in G6:
[1025] #ecuador
[189] días
[180] lenin
[150] esperando
[146] salud
[145] #covid19
[137] #quito
[135] favor
[135] #urgente
[129] iessec

Top Words in Tweet in G7:
[660] #ecuador
[61] #colombia
[55] #guayaquil
[47] ecuador
[42] #elecciones2021ec
[40] salud
[39] #quito
[37] #chile
[35] #venezuela
[34] #peru

Top Words in Tweet in G8:
[311] #ecuador
[269] venezolanos
[268] policía
[268] migrantes
[268] llegar
[267] ecuatoriano
[245] pareja
[243] ayuda
[243] forma
[243] conmovedora

Top Words in Tweet in G9:
[312] #ecuador
[40] opsecu
[39] gobierno
[39] quienes
[39] hoy
[33] #diamundialdelasalud
[31] #covid19
[31] personal
[30] informe
[30] cuidan

Top Words in Tweet in G10:
[218] #ecuador
[173] josué
[173] venezolano
[173] 51
[173] #covid19
[173] intubado
[173] #santodomigo
[173] hosp
[173] gral
[173] gustavo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[938] presidente,#ecuador
[831] será,presidente
[830] #ecuador,jaime
[829] jaime,durán
[825] equipo,campaña
[824] sé,#duránbarba
[824] #duránbarba,siga
[824] siga,lassoguillermo
[824] lassoguillermo,sé
[824] sé,jamás

Top Word Pairs in Tweet in G1:
[377] presidente,#ecuador
[336] jaime,durán
[336] equipo,campaña
[335] sé,#duránbarba
[335] #duránbarba,siga
[335] siga,lassoguillermo
[335] lassoguillermo,sé
[335] sé,jamás
[335] jamás,banquero
[335] banquero,será

Top Word Pairs in Tweet in G2:
[532] #ecuador,vuelva
[434] presidente,#ecuador
[419] jaime,durán
[418] será,presidente
[417] sé,#duránbarba
[417] #duránbarba,siga
[417] siga,lassoguillermo
[417] lassoguillermo,sé
[417] sé,jamás
[417] jamás,banquero

Top Word Pairs in Tweet in G3:
[385] reventa,fármaco
[385] fármaco,actemra
[385] actemra,conllevaría
[385] conllevaría,sanción
[385] sanción,privación
[385] privación,libertad
[384] libertad,#ecuador
[202] compartimos,#columnadebonil
[202] #columnadebonil,abril
[202] abril,#bonil

Top Word Pairs in Tweet in G4:
[180] #apureesnuestro,#cuidémonosdelvirus
[175] movimiento,pachakutik
[175] pachakutik,#ecuador
[175] #ecuador,expulsa
[175] expulsa,filas
[175] filas,líder
[175] líder,protestas
[175] protestas,octubre
[175] octubre,2019
[175] 2019,apoyo

Top Word Pairs in Tweet in G5:
[335] cumpleaños,10
[335] 10,levantó
[335] levantó,hermano
[335] hermano,#ecuador
[335] #ecuador,rol
[335] rol,fundamental
[335] fundamental,unión
[335] unión,#patriagrande
[333] felicitamos,hermano
[333] hermano,mashirafael

Top Word Pairs in Tweet in G6:
[121] favor,iessec
[121] iessec,atender
[121] atender,papá
[121] papá,lleva
[121] lleva,días
[121] días,agua
[121] agua,alimentos
[121] alimentos,esperando
[121] esperando,quirófano
[121] quirófano,deben

Top Word Pairs in Tweet in G7:
[19] #colombia,#ecuador
[17] #ecuador,#guayaquil
[17] #guayaquil,#ecuador
[16] #elecciones2021,#ecuadorsincorrupcion
[16] #ecuadorsincorrupcion,#arauzesviolencia
[16] #arauzesviolencia,#ecuador
[16] #ecuador,#arauzmiente
[16] #arauzmiente,#ecuadordecide2021
[16] #ecuadordecide2021,#guillermolasso
[16] #guillermolasso,#segundavueltaec

Top Word Pairs in Tweet in G8:
[268] migrantes,venezolanos
[267] policía,ecuatoriano
[243] #ecuador,policía
[243] ayuda,forma
[243] forma,conmovedora
[243] conmovedora,pareja
[243] pareja,migrantes
[243] venezolanos,trataban
[243] trataban,cruzar
[243] cruzar,caminando

Top Word Pairs in Tweet in G9:
[30] quienes,cuidan
[30] reconocimiento,personal
[30] personal,sanitario
[30] sanitario,#ecuador
[28] aún,costa
[28] #diamundialdelasalud,opsecu
[21] informe,borrador
[19] #ecuador,#7abril
[17] gobierno,#ecuador
[17] #agenciaparlasur,observatorio

Top Word Pairs in Tweet in G10:
[173] josué,venezolano
[173] venezolano,51
[173] 51,#ecuador
[173] #ecuador,#covid19
[173] #covid19,intubado
[173] intubado,#santodomigo
[173] #santodomigo,hosp
[173] hosp,gral
[173] gral,gustavo
[173] gustavo,dominguez

Top Replied-To
Top Replied-To in Entire Graph:
@lassoguillermo
@nomadleomr
@goberloja
@eluniversocom
@juanpazmio7
@lenin
@ecuarauz
@expresoec
@mashirafael
@yupemo

Top Replied-To in G1:
@lassoguillermo
@juanpazmio7
@expresoec
@eluniversocom
@yupemo
@el__dass
@polificcion
@laposta_ecu
@skulljujos
@villafernando_

Top Replied-To in G2:
@leonardescobarb
@lenin
@pablojijon
@pedrojijong
@carlos_vargas86
@pamaguasy
@consuemary
@mafer_hlvs
@marcelaguinaga
@latropadelche

Top Replied-To in G3:
@eluniversocom
@blogitnoticias
@juan_benite90
@dianaatamaint
@salazar34renato
@eliaramrez10
@marialuisacmbr
@fausto_cas
@julinvela6
@hdzenzo

Top Replied-To in G4:
@ecuarauz
@lassoguillermo
@anghyfer
@elcomercio_peru
@adrianaadry1200
@salud_ec
@rabascallcarlos
@lenin

Top Replied-To in G5:
@mashirafael
@ecuarauz
@marita_munoz_ec
@kimescream
@carlos_ortiz61
@ramirogarciaf
@mserranoduenas
@envozaltaec
@cromaclictv1
@evoespueblo

Top Replied-To in G6:
@jorgewated
@primicias
@ecuavisainforma
@teleamazonasec
@elcomerciocom
@henryruilova
@ffaaecuador
@pisadarojaec
@diarioelmanaba
@bnperiodismo

Top Replied-To in G7:

Top Replied-To in G8:
@ecuavisainforma
@reporteya

Top Replied-To in G9:
@quifatex_s_a
@oscarlaborde
@anniecanizares
@pablodavidph
@carlosverareal
@jorgeamado34
@marcoanibal
@leonidasizasal1
@marcoaflorest
@justiciayreform

Top Mentioned
Top Mentioned in Entire Graph:
@lassoguillermo
@ecuarauz
@lenin
@mashirafael
@salud_ec
@orlandoperezec
@uafe_ec
@infonodal
@crisisrevista
@bancopacificoec

Top Mentioned in G1:
@lassoguillermo
@ecuarauz
@lorohomero
@concejoquito
@lenin
@luisevivanco
@mashirafael
@villafernando_
@norwalkcurtis
@polificcion

Top Mentioned in G2:
@lenin
@ecuarauz
@lassoguillermo
@mashirafael
@salud_ec
@orlandoperezec
@uafe_ec
@infonodal
@bancopacificoec
@pascualsergio

Top Mentioned in G3:
@cancilleriaec
@ecuarauz
@lassoguillermo
@eluniversocom
@arias_yosmari
@jcarlosaizprua
@instcervantes
@proecuador_
@lenin
@eligapro

Top Mentioned in G4:
@ecuarauz
@crisisrevista
@lassoguillermo
@marco_teruggi
@mashirafael
@infonodal
@zopepperc
@guerrerosrcaz
@latropadelche
@dezurdateam

Top Mentioned in G5:
@mashirafael
@ecuarauz
@lassoguillermo
@rabascallcarlos
@lenin
@pabelml
@salud_ec
@esantos1957
@pamefalconi
@diegobarrazuet1

Top Mentioned in G6:
@lenin
@iessec
@drmaurofalconi
@jorgewated
@salud_ec
@ecuarauz
@camilosalinasof
@lassoguillermo
@dayannamonroy
@insausti_tlsur

Top Mentioned in G7:
@elyex
@caosdiego1
@tramitaloya
@golazolatino
@kreabecuador
@cumbayaspirit
@nacioncl
@aterrizarglobal

Top Mentioned in G8:
@segoviabastidas
@policiaecuador
@cnneevideo
@ffaaecuador
@lenin
@castorfavelo
@ecu911_
@fitopaezmusica
@reporteya
@aurecuador

Top Mentioned in G9:
@opsecu
@asambleaecuador
@pknacional18
@id12ecuador
@finanzasec
@santygarcial
@yandunrene
@recnaturalesec
@eppetroecuador
@soberaniaan

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@jatirado
@ejlazar
@telesurtv
@renaissancefai
@amaia_haikazti
@lucioquincioc
@caligirlleftie
@carsua6
@maybel65

Top Tweeters in G1:
@darkvader2015
@eltiempo
@profhoax__
@bastaimpunidad
@infobaeamerica
@ecuabot
@el_telegrafo
@fuerzadederecha
@nvl1987
@gabita

Top Tweeters in G2:
@telesurtv
@cma1810
@jabh44
@sandinin
@juanlmera
@monsieurmartinr
@gattillos_11
@costa_navin
@ecaleonard
@almafuerte40

Top Tweeters in G3:
@maybel65
@lahoraecuador
@eluniversocom
@ecuadorenvivo
@iddannerck
@larepublica_ec
@zavala_ra
@alvrit
@beachlover2430
@rodpdavison

Top Tweeters in G4:
@amaia_haikazti
@alcinodoliveira
@juang44
@alitapaz
@el_pais
@carlongart
@koskita
@antoniom646
@rayleon1515
@hectorluis1975

Top Tweeters in G5:
@mireyaloyo
@forajida57
@guajiritasoy
@joserafaelbenc2
@margaritalemus
@tomeguindelpina
@tortugo115
@raffi_too
@zamorairayd
@ruizcalixto

Top Tweeters in G6:
@mauricioortegae
@actualidadrt
@businessinsider
@23alzat
@caca_de_pato
@malena1083
@teleamazonasec
@guialbar
@elcomerciocom
@bagaluesunab

Top Tweeters in G7:
@jatirado
@renaissancefai
@canaltn8
@charluv2011
@cactus24noticia
@perfilcom
@traveldudes
@jornadaweb
@armandvervaeck
@vjasalvatierra

Top Tweeters in G8:
@reporteya
@lecanardfou
@daniel_riosve
@castorfavelo
@naltagra
@saravictoria291
@yirli4ny_
@gustavomore773
@wiill01
@parralucky

Top Tweeters in G9:
@carsua6
@independientegc
@bbcworld
@cnnee
@efenoticias
@reuterslatam
@asambleaecuador
@dw_espanol
@pepitajimenez03
@jorgeamado34

Top Tweeters in G10:
@gmizrachi
@ajmendozac
@alexagomez2000
@gloriag89668633
@lergpv
@nenilla340vegas
@vcardenas76
@rafaeleon
@cpelaezw
@monickred