Malaria, Twitter, 8/14/2020 11:46:11 PM, 232653


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Malaria_2020-08-14_08-00-01.xlsx
Malaria_2020-08-14_08-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2020
Short Description:
Malaria via NodeXL https://bit.ly/3fZGEpQ
@luizcamargovlog
@camilapitanga
@word_newss
@luis_r_oficial
@alanlopesrio
@majorfabianadep
@taoquei1
@ailtonbenedito
@liberdademedico
@lbonoro2

Top hashtags:
#stopsoros
#cloroquina
#malaria
#covid19
#mudasenado

Description:
Description
The graph represents a network of 6,416 Twitter users whose tweets in the requested range contained "Malaria", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 August 2020 at 15:04 UTC.

The requested start date was Friday, 14 August 2020 at 00:01 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 2-day, 0-hour, 10-minute period from Tuesday, 11 August 2020 at 17:42 UTC to Thursday, 13 August 2020 at 17:53 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 : 6416
Unique Edges : 3172
Edges With Duplicates : 12321
Total Edges : 15493
Number of Edge Types : 5
Replies to : 1285
Mentions : 950
Retweet : 5838
MentionsInRetweet : 6475
Tweet : 945
Self-Loops : 963
Reciprocated Vertex Pair Ratio : 0.00591501690004829
Reciprocated Edge Ratio : 0.0117604704188168
Connected Components : 693
Single-Vertex Connected Components : 289
Maximum Vertices in a Connected Component : 4497
Maximum Edges in a Connected Component : 12962
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.690907
Graph Density : 0.000202460528336213
Modularity : 0.44763
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,416 Twitter users whose tweets in the requested range contained "Malaria", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 August 2020 at 15:04 UTC.

The requested start date was Friday, 14 August 2020 at 00:01 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 2-day, 0-hour, 10-minute period from Tuesday, 11 August 2020 at 17:42 UTC to Thursday, 13 August 2020 at 17:53 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 : Malaria
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:
[168] https://www.poraodamamae.com.br/leblon-pode-registrar-de-2-a-13-milhoes-de-casos-de-malaria-ate-o-fim-do-ano-diz-especialista-atila/
[24] https://www.jornaldacidadeonline.com.br/noticias/22376/a-covid-19-de-doria-a-malaria-de-pitanga-e-a-bomba-da-rede-globo-a-perseguicao-supera-a-coerencia
[23] https://istoe.com.br/atriz-camila-pitanga-revela-que-ela-e-filha-estao-com-malaria/#.XzK2xOjLbJm.twitter
[20] https://www.aosfatos.org/noticias/e-falso-que-camila-pitanga-falsificou-diagnostico-de-malaria-para-se-medicar-com-cloroquina/
[19] https://www.poraodamamae.com.br/humor-voce-pode-substituir-covid-por-malaria-por-exemplo-diz-especialista/
[14] https://www.jornaldacidadeonline.com.br/noticias/22348/a-esquerda-descobre-que-a-cloroquina-cura-malaria
[12] https://www.jornaldacidadeonline.com.br/noticias/22374/camila-contrai-malaria-e-medico-faz-elucidativo-depoimento-sobre-o-uso-da-cloroquina-por-esquerdistas-direitistas-e-outros
[11] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02334-0
[9] https://www.wellahealth.com/
[9] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=2858091278

Top URLs in Tweet in G1:
[17] https://istoe.com.br/atriz-camila-pitanga-revela-que-ela-e-filha-estao-com-malaria/#.XzK2xOjLbJm.twitter
[2] https://www.jornaldacidadeonline.com.br/noticias/22374/camila-contrai-malaria-e-medico-faz-elucidativo-depoimento-sobre-o-uso-da-cloroquina-por-esquerdistas-direitistas-e-outros
[2] https://twitter.com/CNNBrasil/status/1293574590191591425?s=19
[2] https://www.jornaldacidadeonline.com.br/noticias/22376/a-covid-19-de-doria-a-malaria-de-pitanga-e-a-bomba-da-rede-globo-a-perseguicao-supera-a-coerencia
[2] https://twitter.com/liberdademedico/status/1293195599093915649
[2] https://twitter.com/revistaoeste/status/1293576675867996162
[2] https://twitter.com/MarcosQuezado1/status/1293289383123091460
[2] https://twitter.com/lorenzonitalo/status/1293580789393821697
[1] https://www.jornaldacidadeonline.com.br/noticias/22348/a-esquerda-descobre-que-a-cloroquina-cura-malaria
[1] https://saude.gov.br/saude-de-a-z/malaria#:~:text=A%20mal%C3%A1ria%20%C3%A9%20uma%20doen%C3%A7a%20de%20notifica%C3%A7%C3%A3o%20compuls%C3%B3ria%20e%2C%20portanto,fichas%20de%20notifica%C3%A7%C3%A3o%20e%20investiga%C3%A7%C3%A3o

Top URLs in Tweet in G2:
[16] https://www.aosfatos.org/noticias/e-falso-que-camila-pitanga-falsificou-diagnostico-de-malaria-para-se-medicar-com-cloroquina/
[2] https://www.em.com.br/app/noticia/nacional/2020/08/12/interna_nacional,1175421/joao-doria-testa-positivo-para-o-novo-coronavirus.shtml
[2] https://twitter.com/oocaratussiu/status/1293583062983376898
[1] https://sensoincomum.org/2020/08/11/camila-pitanga-esta-com-malaria-cujo-tratamento-e-cloroquina/
[1] https://twitter.com/claudiobpacheco/status/1293935959080341510
[1] http://portalsinan.saude.gov.br/images/documentos/Agravos/Malaria/Malaria_v5.pdf
[1] https://bvsms.saude.gov.br/bvs/saudelegis
[1] https://twitter.com/jandira_feghali/status/1293232529416368128
[1] https://www.youtube.com/watch?v=nClBxnRdlsM&feature=youtu.be

[1] https://saude.gov.br/saude-de-a-z/malaria

Top URLs in Tweet in G3:
[3] https://www.poraodamamae.com.br/leblon-pode-registrar-de-2-a-13-milhoes-de-casos-de-malaria-ate-o-fim-do-ano-diz-especialista-atila/
[2] https://www.jornaldacidadeonline.com.br/noticias/22376/a-covid-19-de-doria-a-malaria-de-pitanga-e-a-bomba-da-rede-globo-a-perseguicao-supera-a-coerencia
[1] https://twitter.com/portalR7/status/1293963694922235909
[1] https://twitter.com/IBN24H
[1] https://twitter.com/bols4kur4/status/1293183754316296197
[1] https://twitter.com/revistaoeste/status/1293948060754759680
[1] https://twitter.com/h_nellim/status/1293598056475242501
[1] https://twitter.com/Clausag/status/1293592403937550340

Top URLs in Tweet in G4:
[1] https://twitter.com/jdoriajr/status/1293574155653337090

Top URLs in Tweet in G5:
[11] https://www.jornaldacidadeonline.com.br/noticias/22376/a-covid-19-de-doria-a-malaria-de-pitanga-e-a-bomba-da-rede-globo-a-perseguicao-supera-a-coerencia
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02334-0
[2] https://twitter.com/bernardokuster2/status/1293589634069471237
[2] https://twitter.com/jandira_feghali/status/1293232529416368128
[2] https://malariaworld.org/blog/job-target-malaria-communications-manager
[2] https://www.dailymail.co.uk/sciencetech/article-8616285/Malaria-breakthrough-help-speed-discovery-Covid-19-treatments-scientists-hope.html
[2] https://www.nytimes.com/2020/08/03/health/coronavirus-tuberculosis-aids-malaria.html?smid=tw-share
[2] https://twitter.com/revistasemana/status/1293741312878022656
[1] https://twitter.com/AFPespanol/status/1293222802129137666
[1] https://twitter.com/lsentoes1/status/1293235951481892865

Top URLs in Tweet in G6:
[6] https://www.jornaldacidadeonline.com.br/noticias/22348/a-esquerda-descobre-que-a-cloroquina-cura-malaria
[2] https://www.jornaldacidadeonline.com.br/noticias/22374/camila-contrai-malaria-e-medico-faz-elucidativo-depoimento-sobre-o-uso-da-cloroquina-por-esquerdistas-direitistas-e-outros
[2] https://istoe.com.br/atriz-camila-pitanga-revela-que-ela-e-filha-estao-com-malaria/
[1] https://istoe.com.br/atriz-camila-pitanga-revela-que-ela-e-filha-estao-com-malaria/#.XzKj75naSgU.twitter
[1] https://twitter.com/jandira_feghali/status/1293232529416368128
[1] https://twitter.com/Terra/status/1293580503468118023
[1] https://twitter.com/marciom61326104/status/1293582689216466945
[1] https://istoe.com.br/atriz-camila-pitanga-revela-que-ela-e-filha-estao-com-malaria/#.XzK2xOjLbJm.twitter

Top URLs in Tweet in G7:
[2] https://twitter.com/revistaoeste/status/1293576675867996162
[1] http://portalsinan.saude.gov.br/images/documentos/Agravos/Malaria/Malaria_v5.pdf
[1] https://twitter.com/alessandroloio2/status/1293222955971948546
[1] https://agenciabrasil.ebc.com.br/saude/noticia/2018-12/rio-notifica-cinco-casos-suspeitos-de-malaria#:~:text=A%20Secretaria%20de%20Estado%20de,onde%20teriam%20contra%C3%ADdo%20a%20doen%C3%A7a
[1] https://istoe.com.br/atriz-camila-pitanga-revela-que-ela-e-filha-estao-com-malaria/#.XzK2xOjLbJm.twitter
[1] https://twitter.com/carteiroreaca/status/1293582809999777794
[1] https://catracalivre.com.br/entretenimento/bolsonaristas-zombam-camila-pitanga-por-malaria-falando-de-cloroquina/
[1] https://twitter.com/Estadao/status/1293160234379182081

Top URLs in Tweet in G8:
[2] https://www.jornaldacidadeonline.com.br/noticias/22348/a-esquerda-descobre-que-a-cloroquina-cura-malaria
[1] https://istoe.com.br/atriz-camila-pitanga-revela-que-ela-e-filha-estao-com-malaria/#.XzK2xOjLbJm.twitter
[1] https://twitter.com/Professorwilki1/status/1293490916192325632
[1] https://www.jornaldacidadeonline.com.br/noticias/22374/camila-contrai-malaria-e-medico-faz-elucidativo-depoimento-sobre-o-uso-da-cloroquina-por-esquerdistas-direitistas-e-outros
[1] https://twitter.com/MST_Oficial/status/1293909940591923209

Top URLs in Tweet in G9:
[2] https://www.poraodamamae.com.br/leblon-pode-registrar-de-2-a-13-milhoes-de-casos-de-malaria-ate-o-fim-do-ano-diz-especialista-atila/
[1] https://www.poraodamamae.com.br/humor-voce-pode-substituir-covid-por-malaria-por-exemplo-diz-especialista/
[1] https://www.jornaldacidadeonline.com.br/noticias/22376/a-covid-19-de-doria-a-malaria-de-pitanga-e-a-bomba-da-rede-globo-a-perseguicao-supera-a-coerencia
[1] https://twitter.com/DCM_online/status/1293170748991954944

Top URLs in Tweet in G10:
[149] https://www.poraodamamae.com.br/leblon-pode-registrar-de-2-a-13-milhoes-de-casos-de-malaria-ate-o-fim-do-ano-diz-especialista-atila/
[18] https://www.poraodamamae.com.br/humor-voce-pode-substituir-covid-por-malaria-por-exemplo-diz-especialista/
[1] https://twitter.com/portalR7/status/1293879145492094978
[1] https://twitter.com/JonasDiasAlves3/status/1293582685336723456
[1] https://twitter.com/Rconstantino/status/1293160764065423362

Top Domains
Top Domains in Tweet in Entire Graph:
[306] com.br
[162] twitter.com
[20] aosfatos.org
[16] nature.com
[12] gov.br
[11] wellahealth.com
[11] nytimes.com
[9] youtube.com
[8] gbafrique.com
[6] cdc.gov

Top Domains in Tweet in G1:
[24] com.br
[22] twitter.com
[2] gov.br

Top Domains in Tweet in G2:
[16] aosfatos.org
[7] twitter.com
[3] gov.br
[3] com.br
[1] sensoincomum.org
[1] youtube.com

Top Domains in Tweet in G3:
[6] twitter.com
[5] com.br

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

Top Domains in Tweet in G5:
[54] twitter.com
[19] com.br
[5] nature.com
[3] co.uk
[3] nytimes.com
[2] gov.br
[2] malariaworld.org
[2] youtube.com
[2] linkedin.com
[2] instagram.com

Top Domains in Tweet in G6:
[12] com.br
[3] twitter.com

Top Domains in Tweet in G7:
[5] twitter.com
[3] com.br
[1] gov.br

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

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

Top Domains in Tweet in G10:
[167] com.br
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[109] stopsoros
[62] cloroquina
[56] malaria
[43] covid19
[32] mudasenado
[24] bolsonarotemrazao
[9] malariafree
[9] fiqueemcasa
[9] globolixo
[8] hiv



Top Hashtags in Tweet in G1:
[6] malariaumaova
[4] hipocrisia
[3] stopsoros
[3] globolixo
[2] cloroquina
[2] elenao
[2] cloroquinasalvavidas
[1] covid_19
[1] mudasenado
[1] deusvult

Top Hashtags in Tweet in G2:
[8] stopsoros
[5] bolsonarotemrazao
[2] bolsonaroorgulhodobrasil
[2] camilacloroquina
[2] cloroquina
[2] malária
[1] cloroquinasalvavidas
[1] hipocresia
[1] mudasenado
[1] globolixo

Top Hashtags in Tweet in G3:
[36] cloroquina
[5] fiqueemcasa
[4] globolixo
[3] stopsoros
[2] bolsonarotemrazao
[2] mudasenado
[1] cloroquinasalvavidas
[1] stfvergonhamundial
[1] covid19

Top Hashtags in Tweet in G4:
[3] cloroquinacuramalaria
[3] stopsoros
[3] bolsonarotemrazao
[2] cloroquina
[1] contraamalariacloroquinacura
[1] riocontramalária
[1] neymardemoicanonachampions
[1] doriana
[1] ficaadica
[1] povonojetos

Top Hashtags in Tweet in G5:
[9] malaria
[4] covid19
[3] malária
[2] sarscov2
[2] cloroquina
[2] stopsoros
[2] malariadetaubate
[2] camilacloroquina
[2] bolsonarotemrazao
[2] job

Top Hashtags in Tweet in G6:
[10] stopsoros
[4] bolsonarotemrazao
[2] malariadoleblon
[2] istoégente
[1] cloroquinacpntramalaria

Top Hashtags in Tweet in G7:
[2] covid19
[2] cloroquina
[1] malariafobia

Top Hashtags in Tweet in G8:
[3] elenao

Top Hashtags in Tweet in G9:
[1] riocontramalaria
[1] cloroquina
[1] stopsoros
[1] camilacloroquina
[1] camilapitanga

Top Hashtags in Tweet in G10:
[1] stopsoros
[1] cloroquina

Top Words
Top Words in Tweet in Entire Graph:
[6931] malária
[2118] não
[1685] covid
[1576] pitanga
[1379] camila
[1202] em
[1137] cloroquina
[1029] leblon
[992] tomar
[972] pra

Top Words in Tweet in G1:
[1201] malária
[364] não
[348] pitanga
[340] camila
[291] em
[281] covid
[248] pra
[224] pegou
[218] cloroquina
[208] remédio

Top Words in Tweet in G2:
[555] malária
[293] camilapitanga
[214] não
[148] jandira_feghali
[128] cloroquina
[116] covid
[83] uma
[79] notificação
[76] doença
[74] pitanga

Top Words in Tweet in G3:
[505] malária
[158] pitanga
[131] covid
[121] leblon
[117] camila
[108] não
[101] liberdademedico
[97] será
[95] em
[89] já

Top Words in Tweet in G4:
[312] malária
[262] não
[222] luizcamargovlog
[156] até
[153] fizermos
[153] nada
[153] teremos
[153] milhão
[153] mortes
[153] novembro

Top Words in Tweet in G5:
[203] malária
[103] malaria
[72] covid
[57] não
[50] 19
[45] pitanga
[44] cloroquina
[33] vai
[32] camila
[30] pra

Top Words in Tweet in G6:
[336] malária
[145] não
[127] tomar
[107] pra
[103] remédio
[97] leandroruschel
[96] ter
[93] bom
[93] você
[93] fingir

Top Words in Tweet in G7:
[271] malária
[168] em
[126] ailtonbenedito
[115] leblon
[102] cloroquina
[91] sendo
[90] tem
[88] os
[82] segundo
[75] lobistas

Top Words in Tweet in G8:
[295] malária
[171] luis_r_oficial
[171] tá
[155] milhão
[154] medo
[150] atila
[144] os
[142] prevendo
[141] morro
[141] abrir

Top Words in Tweet in G9:
[323] malária
[189] vírus
[125] covid
[109] camila
[106] pitanga
[105] mas
[93] infectou
[93] ideologia
[93] gênero
[93] nasceu

Top Words in Tweet in G10:
[294] malária
[220] word_newss
[173] diz
[171] pode
[167] especialista
[159] leblon
[154] até
[153] casos
[149] registrar
[149] milhões

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1277] camila,pitanga
[459] covid,19
[430] casos,malária
[418] malária,até
[410] pegou,malária
[377] malária,leblon
[339] covid,mas
[315] tomar,cloroquina
[314] malária,19
[311] surto,malária

Top Word Pairs in Tweet in G1:
[303] camila,pitanga
[111] pegar,malária
[80] pegou,covid
[75] eu,não
[72] também,será
[71] pegou,malária
[70] malária,tem
[70] malária,pra
[65] não,sei
[65] covid,mas

Top Word Pairs in Tweet in G2:
[124] jandira_feghali,camilapitanga
[85] camilapitanga,malária
[60] doença,notificação
[59] camila,pitanga
[45] malária,uma
[44] malária,cloroquina
[44] uma,doença
[40] notificação,obrigatória
[38] atriz,camilapitanga
[38] malária,sendo

Top Word Pairs in Tweet in G3:
[109] camila,pitanga
[73] surto,malária
[61] malária,leblon
[46] já,fizeram
[43] em,maio
[43] maio,estadao
[43] estadao,recorreu
[43] recorreu,ao
[43] ao,5tf
[43] 5tf,ver

Top Word Pairs in Tweet in G4:
[153] não,fizermos
[153] fizermos,nada
[153] nada,teremos
[153] teremos,milhão
[153] milhão,mortes
[153] mortes,malária
[153] malária,até
[153] até,novembro
[152] luizcamargovlog,não
[66] camila,pitanga

Top Word Pairs in Tweet in G5:
[40] covid,19
[28] camila,pitanga
[18] malária,leblon
[13] dória,malária
[12] tomar,cloroquina
[11] malária,pitanga
[10] pegou,malária
[10] 19,dória
[10] pitanga,bomba
[10] bomba,rede

Top Word Pairs in Tweet in G6:
[95] tomar,remédio
[92] bom,dia
[92] malária,tomar
[91] dia,pra
[91] pra,você
[91] você,não
[91] não,precisa
[91] precisa,fingir
[91] fingir,ter
[91] ter,malária

Top Word Pairs in Tweet in G7:
[75] segundo,os
[75] os,lobistas
[75] lobistas,morte
[75] morte,camuflados
[75] camuflados,especialistas
[75] especialistas,cloroquina
[75] cloroquina,tem
[75] tem,efeitos
[75] efeitos,colaterais
[75] colaterais,mortais

Top Word Pairs in Tweet in G8:
[141] morro,medo
[141] medo,abrir
[141] abrir,os
[141] os,jornais
[141] jornais,manhã
[141] manhã,ler
[141] ler,atila
[141] atila,tamarindo
[141] tamarindo,tá
[141] tá,prevendo

Top Word Pairs in Tweet in G9:
[102] camila,pitanga
[95] covid,mas
[93] vírus,infectou
[93] infectou,camila
[93] pitanga,vírus
[93] vírus,ideologia
[93] ideologia,gênero
[93] gênero,nasceu
[93] nasceu,covid
[93] mas,sente

Top Word Pairs in Tweet in G10:
[167] diz,especialista
[153] casos,malária
[153] malária,até
[149] leblon,pode
[149] pode,registrar
[149] registrar,milhões
[149] milhões,casos
[149] até,fim
[149] fim,ano
[149] ano,diz

Top Replied-To
Top Replied-To in Entire Graph:
@jandira_feghali
@conexaopolitica
@camilapitanga
@jdoriajr
@bernardokuster2
@dariojjunior
@revistaoeste
@carloscezarcjr
@jornaldacidadeo
@bols4kur4

Top Replied-To in G1:
@dariojjunior
@bols4kur4
@taoquei1
@mitags
@0c0rv0
@jornaloglobo
@g_garc2
@lsentoes1
@ailtonbenedito
@arthurweint

Top Replied-To in G2:
@jandira_feghali
@camilapitanga
@rconstantino
@dimacgarcia
@ivanvalente
@paulobriguet
@perli111
@catafoiawins
@alexandregarcia
@albuquerquedavy

Top Replied-To in G3:
@revistaoeste
@carloscezarcjr
@estadao
@portalr7
@liberdademedico
@allusapore
@dzlia3
@juliame75489206
@taoquei1
@carteiroreaca

Top Replied-To in G4:
@jdoriajr
@luizcamargovlog
@juhzanca
@radardamidia
@ricardoroveran
@_sc_duda
@depguigapeixoto
@cynaramenezes
@colunapatriota
@terezaferrato

Top Replied-To in G5:
@oscar201414

Top Replied-To in G6:
@bernardokuster2
@jornaldacidadeo
@lorenzonitalo
@ruirapina2
@leandroruschel
@bolsonarosp
@profpaulamarisa
@carmelonetobr
@carloscezarcjr
@exame

Top Replied-To in G7:
@ailtonbenedito
@paulospitzbarth
@paulodetarsog
@tiadozap6
@orgulho38
@algrac
@lecaesquerdista
@tesoureiros
@anglicamariase2
@irisadded

Top Replied-To in G8:
@luis_r_oficial
@elainefariades1
@coronelfernand9
@drmarzone
@eumesmasinara
@neryagrarias
@washingato
@carlosnevesss
@annedias_cr

Top Replied-To in G9:
@lbonoro2
@rafaelfontana
@loiradedireita1

Top Replied-To in G10:
@word_newss

Top Mentioned
Top Mentioned in Entire Graph:
@luizcamargovlog
@camilapitanga
@word_newss
@luis_r_oficial
@alanlopesrio
@majorfabianadep
@ailtonbenedito
@lbonoro2
@taoquei1
@tiadozap5

Top Mentioned in G1:
@taoquei1
@arthurweint
@mitags
@dariojjunior
@henriolliveira
@alessandroloio2
@lsentoes1
@_leitadas_loen
@bols4kur4
@jairbolsonaro

Top Mentioned in G2:
@camilapitanga
@jandira_feghali
@marisa_lobo
@aosfatos
@ivanvalente
@dimacgarcia
@albuquerquedavy
@l03n27
@luiz_astorga
@alanlopesrio

Top Mentioned in G3:
@liberdademedico
@estadao
@dzlia3
@clauwild1
@carloscezarcjr
@crismenshova
@anahelo_ana
@jugamenes
@emais_estadao
@lbonoro2

Top Mentioned in G4:
@luizcamargovlog
@jdoriajr
@colunapatriota
@ricardoroveran
@theneott
@thea_loira
@inaldo_74
@jdor
@lbonoro2
@alanlopesrio

Top Mentioned in G5:
@hamiltonandra14
@llpaula1991
@aidani_
@inhaber1
@entmarvis
@sminaev2015
@kvng_chux

Top Mentioned in G6:
@leandroruschel
@lorenzonitalo
@jornaldacidadeo
@profpaulamarisa
@robsondobrasil
@bernardokuster2
@gersonfersfilho
@clauwild1
@alanlopesrio
@luizcamargovlog

Top Mentioned in G7:
@ailtonbenedito
@alesilva_38
@paulospitzbarth
@paulodetarsog
@fabiotalhari
@leandroruschel
@dzlia3
@luizcamargovlog
@camilapitanga
@liberdademedico

Top Mentioned in G8:
@luis_r_oficial
@annedias_cr
@luizcamargovlog
@elainefariades1
@inaldo_74
@rmotta2
@portobello4538
@lbonoro2
@reportersalles
@madalen24653040

Top Mentioned in G9:
@inaldo_74
@rafaelfontana
@caduadv
@luizcamargovlog
@raquelsantanapb
@loiradedireita1
@reportersalles
@majorfabianadep
@leandroruschel
@albaexpider

Top Mentioned in G10:
@word_newss
@luizcamargovlog
@lbonoro2
@majorfabianadep
@aisha_com_vida
@luis_r_oficial
@dimacgarcia
@lsentoes1
@inaldo_74
@clauwild1

Top Tweeters
Top Tweeters in Entire Graph:
@sumariumcom
@conelmazodando
@n_carvalheira
@housecracka
@gidi_traffic
@tovaga
@elespectador
@casalettori
@dondekojo
@ezequiasns

Top Tweeters in G1:
@n_carvalheira
@yec_terrza
@jornaloglobo
@lelacohen
@celiapfau
@mnunesvsc
@ligiadeassis
@anacventilari
@isleite
@josmarcelodona3

Top Tweeters in G2:
@ezequiasns
@alexsandraponce
@jotakar
@aldonunes57
@lsmendonca51
@jovempannews
@dieviviarruda
@rosemarywarde
@jardelgomes
@omnipangolin

Top Tweeters in G3:
@pauloparmm
@therezafontoura
@uolnoticias
@portalr7
@tom_brz
@estadao
@lisaugustalima
@angelicaguirele
@tatyaguiar12
@japonesa35

Top Tweeters in G4:
@karl_david_2010
@luisbarban
@wbrenneisen
@jannettepaz58
@idnahon
@tazmaniacoo
@jaba1303
@carlosmaltz
@andertorres5
@salgado10andre

Top Tweeters in G5:
@sumariumcom
@marialcab
@callstadt
@djsiri
@getuliosantana
@edi_lson
@skinnyniggr
@haolethai
@912croozefm
@kathy76147641

Top Tweeters in G6:
@exame
@anderson2512
@rosedbarros
@ladyvicspanhol1
@edilanebornh
@zepykenu
@real_tmavplus
@arcanjo7arcanjo
@gersonfersfilho
@maxbrasil2000

Top Tweeters in G7:
@abmsonia
@filleal
@justbira
@sebastioregina1
@liacrespo
@jorge42931348
@dvdnasc
@francelli17
@embrac
@morenojose0809

Top Tweeters in G8:
@moacyrodrigues
@artinovar
@amarok_luppus
@kassatti
@cccalado
@gleicebrabo
@gizelle_galvao
@dalissime401
@lg3642
@fidesgratia

Top Tweeters in G9:
@belvangrol
@myriandauer
@royamasaki6
@alfeugularte
@washingtonncp
@dinicamargo
@cesarbhzz
@pedrossn01
@ticoeteco18
@rosahst

Top Tweeters in G10:
@dhasio
@carlagcc1967
@jbrasil20133
@cristiano_77
@11setembro
@deivisonzotino
@ramosdopiaty
@acabaramosnicks
@infogaloeraca
@auber_brasil