zika, Twitter, 6/23/2022 2:11:39 PM, 278640


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zika_2022-06-23_06-37-38.xlsx
zika_2022-06-23_06-37-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
zika via NodeXL https://bit.ly/3NhJTcC
@gaules
@_kaiquenc
@geglobo
@futebol_info
@giovanilopes_1
@flamengo
@losgrandesgg
@zika_designer
@mibr
@ale_apoka

Top hashtags:
#zika
#dengue
#chikungunya
#jornadadefumigación
#golos
#lluvias
#covid19
#italia
#losgrandes
#goimp

Description:
Description
The graph represents a network of 9,358 Twitter users whose tweets in the requested range contained "zika", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 23 June 2022 at 13:45 UTC.

The requested start date was Thursday, 23 June 2022 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 4-day, 1-hour, 14-minute period from Saturday, 18 June 2022 at 20:10 UTC to Wednesday, 22 June 2022 at 21:24 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 : 9358
Unique Edges : 6926
Edges With Duplicates : 4699
Total Edges : 11625
Number of Edge Types : 5
Replies to : 3490
Tweet : 2471
Retweet : 1637
MentionsInRetweet : 1958
Mentions : 2069
Self-Loops : 2484
Reciprocated Vertex Pair Ratio : 0.0236220472440945
Reciprocated Edge Ratio : 0.0461538461538462
Connected Components : 3508
Single-Vertex Connected Components : 1553
Maximum Vertices in a Connected Component : 1171
Maximum Edges in a Connected Component : 1763
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.099703
Graph Density : 7.7201728779683E-05
Modularity : 0.647031
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,358 Twitter users whose tweets in the requested range contained "zika", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 23 June 2022 at 13:45 UTC.

The requested start date was Thursday, 23 June 2022 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 4-day, 1-hour, 14-minute period from Saturday, 18 June 2022 at 20:10 UTC to Wednesday, 22 June 2022 at 21:24 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 : zika
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:
[15] https://georgewebb.substack.com/p/the-who-smoking-guns-china-2009-zika?s=r&utm_campaign=post&utm_medium=web
[10] https://twitter.com/gesports/status/1539202739015540737
[8] https://www-fluoridefreepeel-ca.translate.goog/fois-reveal-that-health-science-institutions-have-no-record-of-any-virus-having-been-isolated-purified-virology-isnt-a-science/?_x_tr_sl=auto&_x_tr_tl=it&_x_tr_hl=it&_x_tr_pto=wapp
[7] https://www.americadigital.com/ciencia/descubren-que-una-mutacion-del-virus-del-zika-podria-volverlo-mucho-mas-peligroso-156077
[6] https://www.straitstimes.com/singapore/health/new-research-centre-to-facilitate-research-into-dengue-zika?utm_source=twitter&utm_medium=social-organic&utm_keyword=dlvr.it
[6] https://usrtk.org/wp-content/uploads/2022/06/ED-20-01981-March-2022-Production_Redacted_Upload.pdf
[5] http://twitcom.com.br/groupUser.php?user=Heyy__Guii
[5] http://twitcom.com.br/groupUser.php?user=mulekes_zika
[5] https://twitter.com/Gaules/status/1539002009625427968
[4] http://twitcom.com.br/groupUser.php?user=laari15_zika

Top URLs in Tweet in G1:
[8] https://twitter.com/gesports/status/1539202739015540737
[7] https://www.americadigital.com/ciencia/descubren-que-una-mutacion-del-virus-del-zika-podria-volverlo-mucho-mas-peligroso-156077
[5] https://twitter.com/Gaules/status/1539002009625427968
[5] http://twitcom.com.br/groupUser.php?user=mulekes_zika
[5] http://twitcom.com.br/groupUser.php?user=Heyy__Guii
[4] http://twitcom.com.br/groupUser.php?user=laari15_zika
[3] https://twitter.com/gaules/status/1539002009625427968
[3] https://twitter.com/Gaules/status/1539011989200154624
[3] https://twitter.com/raflamello81/status/1539236811029073920
[3] https://marshmallow-qa.com/skilbeckkate?utm_medium=twitter&utm_source=auto_promotion

Top URLs in Tweet in G2:
[1] https://www.youtube.com/watch?v=gLX-X1A2NYk

[1] https://twitter.com/i/web/status/1539055728836722688
[1] https://twitter.com/i/web/status/1539014023320023040
[1] https://twitter.com/i/web/status/1539036885447856130
[1] https://twitter.com/i/web/status/1539024465501241346
[1] https://twitter.com/i/web/status/1539023976361611268
[1] https://twitter.com/i/web/status/1539019669570478080
[1] https://twitter.com/i/web/status/1539018676820754433
[1] https://twitter.com/i/web/status/1539018599792537600
[1] https://twitter.com/i/web/status/1539014506210279425

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1538626991343157249
[1] https://twitter.com/i/web/status/1538579976307585024
[1] https://twitter.com/i/web/status/1538597459802349568
[1] https://twitter.com/i/web/status/1538580939114160129
[1] https://twitter.com/i/web/status/1539067941093777411

Top URLs in Tweet in G4:
[1] https://threadreaderapp.com/thread/1527065411983925251.html
[1] https://www.youtube.com/watch?v=1pjJy3GVnxU&feature=youtu.be


Top URLs in Tweet in G5:
[1] https://twitter.com/bailedo17/status/1538608697592754176
[1] https://twitter.com/suplaoriginal/status/1538710786096373762
[1] https://twitter.com/flamengo_en/status/1538965579788431360
[1] https://twitter.com/k4l1__/status/1538943178425909248
[1] https://twitter.com/helenabonotto/status/1539437606177488897
[1] https://twitter.com/caioluccass/status/1539614266386432006

Top URLs in Tweet in G6:
[2] http://Collision.Im

Top URLs in Tweet in G7:
[1] https://twitter.com/lgd_smigolrs/status/1539623115180937216
[1] https://twitter.com/habitbak/status/1538704155791044609
[1] https://twitter.com/gesports/status/1539202739015540737
[1] https://twitter.com/i/web/status/1538802820828254211

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1539061062938525697

Top URLs in Tweet in G10:
[6] https://www.straitstimes.com/singapore/health/new-research-centre-to-facilitate-research-into-dengue-zika?utm_source=twitter&utm_medium=social-organic&utm_keyword=dlvr.it
[2] https://pvangels.com/healthcare/news.php?id=6760/three-deadly-diseases-are-circulating-mexico
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FGobiernoEstadodeMorelos%2Fposts%2Fpfbid0sfGPQY3ZwakLTreop8C5XYu8z5cuuX5tJmPHsjGXNihPiR8dg3vahuKCLvqVEJ6hl
[2] https://www.bbc.com/news/health-61078867
[2] http://agenciabrasil.ebc.com.br/geral/noticia/2016-09/em-parecer-janot-defende-aborto-para-gravidas-com-virus-zika
[1] https://twitter.com/DrLilon/status/1538734909119791104
[1] http://www.articulosexto.com/art6/pide-ssm-intensificar-medidas-preventivas-para-evitar-dengue-zika-y-chikungunya/
[1] https://saludparatodos.ssm.gob.mx/
[1] https://www.atcc.org/microbe-products/applications/infectious-disease-research/vector-borne-diseases#t=productTab&numberOfResults=24?utm_medium=social&utm_source=social_twitter&utm_campaign=609-viruses&utm_content=mosquito_control_week_06222022
[1] https://www.bbc.com/future/article/20190314-the-unexpected-magic-of-mushrooms

Top Domains
Top Domains in Tweet in Entire Graph:
[538] twitter.com
[21] com.br
[17] substack.com
[17] youtube.com
[11] cdc.gov
[8] translate.goog
[8] straitstimes.com
[7] facebook.com
[7] americadigital.com
[6] com.mx

Top Domains in Tweet in G1:
[295] twitter.com
[19] com.br
[7] americadigital.com
[5] com.mx
[3] blogspot.com
[3] marshmallow-qa.com
[2] google.com
[2] mdpi.com
[2] cdc.gov
[2] europa.eu

Top Domains in Tweet in G2:
[12] twitter.com
[1] youtube.com
[1] twitch.tv

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

Top Domains in Tweet in G4:
[1] threadreaderapp.com
[1] youtube.com

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

Top Domains in Tweet in G6:
[2] collision.im

Top Domains in Tweet in G7:
[4] twitter.com

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

Top Domains in Tweet in G10:
[15] twitter.com
[6] straitstimes.com
[3] bbc.com
[3] facebook.com
[2] pvangels.com
[2] jnj.com
[2] com.br
[1] articulosexto.com
[1] gob.mx
[1] atcc.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[105] zika
[80] dengue
[52] chikungunya
[43] jornadadefumigación
[19] golos
[12] lluvias
[10] covid19
[10] italia
[9] losgrandes
[8] goimp



Top Hashtags in Tweet in G1:
[28] zika
[20] dengue
[17] chikungunya
[6] segredosrevelados
[3] donosdabala
[3] マシュマロを投げ合おう
[2] f1
[2] cena2k22
[2] f1naband
[2] gored

Top Hashtags in Tweet in G2:
[3] goimp
[3] donosdabala
[2] novafotodeperfil
[1] fallguys
[1] tribo
[1] botanogaules
[1] zika
[1] gaules
[1] imperial

Top Hashtags in Tweet in G3:
[1] vaicorinthians
[1] gabigolcortaocabelo

Top Hashtags in Tweet in G7:
[12] golos
[9] losgrandes
[2] jujutsukaisen

Top Hashtags in Tweet in G10:
[58] dengue
[54] zika
[33] chikungunya
[5] temporadadelluvias
[5] covid19
[4] biosurveillance
[4] malaria
[4] arbovirosis
[3] morelos
[3] westnile

Top Words
Top Words in Tweet in Entire Graph:
[6182] zika
[736] não
[634] eu
[585] foi
[464] vai
[456] gaules
[396] mais
[387] ele
[374] pra
[358] essa

Top Words in Tweet in G1:
[1596] zika
[239] eu
[153] não
[145] pra
[125] essa
[109] foi
[98] sai
[92] mais
[90] uma
[87] em

Top Words in Tweet in G2:
[591] zika
[412] gaules
[120] foi
[78] não
[63] nunca
[51] gau
[50] sempre
[42] mais
[42] fallencs
[40] fracasso

Top Words in Tweet in G3:
[118] zika
[48] não
[47] flamengo
[31] corinthians
[28] jogo
[24] eu
[19] futebol_info
[19] senhor
[18] toda
[17] vai

Top Words in Tweet in G4:
[149] resultados
[149] análise
[149] atividades
[149] biológicas
[149] militares
[149] eua
[149] território
[149] ucrânia
[149] hunter
[149] biden

Top Words in Tweet in G5:
[188] ele
[160] foi
[83] cena
[82] kyan
[79] sem
[78] descalço
[78] camisa
[59] eu
[55] mais
[49] zika

Top Words in Tweet in G6:
[96] zika
[94] zifebe
[94] chumani
[75] rent
[75] free
[75] molweni
[75] maxama
[75] wase
[75] nu17
[75] kwa

Top Words in Tweet in G7:
[84] zika
[22] mibr
[19] losgrandesgg
[19] não
[14] khtex
[13] pra
[13] time
[12] #golos
[11] acabou
[11] isso

Top Words in Tweet in G8:
[4] goblinlawnwtf
[4] nft
[4] giveaway

Top Words in Tweet in G9:
[74] 34
[74] volta
[74] jogos
[74] estudantis
[74] brasileiros
[74] 35
[74] concedeu
[74] pensão
[74] vitalícia
[74] os

Top Words in Tweet in G10:
[58] #dengue
[54] #zika
[40] zika
[33] #chikungunya
[30] mosquitos
[25] temporada
[25] dengue
[24] lluvias
[23] contra
[20] criaderos

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[212] dengue,zika
[189] sai,zika
[181] zika,virus
[171] anti,zika
[171] gaules,zika
[161] resultados,análise
[161] atividades,biológicas
[161] biológicas,militares
[161] militares,eua
[161] eua,território

Top Word Pairs in Tweet in G1:
[56] sai,zika
[49] dengue,zika
[42] muito,zika
[40] foi,zika
[40] essa,zika
[39] zika,reversa
[37] mt,zika
[32] zika,demais
[30] toda,zika
[28] zika,chikungunya

Top Word Pairs in Tweet in G2:
[161] gaules,zika
[61] zika,zika
[58] foi,zika
[52] nunca,foi
[47] sempre,foi
[43] zika,sempre
[38] foi,fracasso
[22] zika,gaules
[20] gaules,nunca
[19] zika,mais

Top Word Pairs in Tweet in G3:
[18] zika,não
[15] toda,zika
[11] zika,jogaram
[11] sai,zika
[10] não,zika
[10] senhor,jesus
[10] jesus,vai
[10] vai,livrando
[10] livrando,flamengo
[10] flamengo,toda

Top Word Pairs in Tweet in G4:
[149] resultados,análise
[149] atividades,biológicas
[149] biológicas,militares
[149] militares,eua
[149] eua,território
[149] território,ucrânia
[149] ucrânia,hunter
[149] hunter,biden
[148] análise,atividades
[148] biden,estudos

Top Word Pairs in Tweet in G5:
[78] kyan,cena
[78] cena,foi
[78] descalço,sem
[78] sem,camisa
[78] foi,ele
[47] mais,zika
[47] ele,começou
[47] começou,eu
[46] foi,historico
[46] historico,ele

Top Word Pairs in Tweet in G6:
[94] zifebe,zika
[94] zika,chumani
[75] rent,free
[75] free,molweni
[75] molweni,zifebe
[75] chumani,maxama
[75] maxama,wase
[75] wase,nu17
[75] nu17,kwa
[75] kwa,1918

Top Word Pairs in Tweet in G7:
[10] zika,acabou
[9] bem,vindo
[9] vindo,zika
[9] acabou,chegar
[9] chegar,já
[9] já,ficou
[9] ficou,régua
[9] régua,khtex
[9] khtex,losgrandesgg
[9] losgrandesgg,#losgrandes

Top Word Pairs in Tweet in G8:
[4] goblinlawnwtf,nft
[4] nft,giveaway

Top Word Pairs in Tweet in G9:
[74] 34,volta
[74] volta,jogos
[74] jogos,estudantis
[74] estudantis,brasileiros
[74] brasileiros,35
[74] 35,concedeu
[74] concedeu,pensão
[74] pensão,vitalícia
[74] vitalícia,os
[74] os,filhos

Top Word Pairs in Tweet in G10:
[34] #dengue,#zika
[32] #zika,#chikungunya
[23] temporada,lluvias
[21] dengue,zika
[17] actívate,contra
[17] contra,mosquitos
[17] mosquitos,temporada
[17] lluvias,mantén
[17] mantén,patios
[17] patios,techos

Top Replied-To
Top Replied-To in Entire Graph:
@gaules
@fallencs
@oledobrasil
@flamengo
@anhase_zika
@pesgrau
@zika_fierce
@_tomas_zika
@red_zika
@gbzinxntj

Top Replied-To in G1:

Top Replied-To in G2:
@gaules
@fallencs
@povotime1910
@imperialesports
@memeshltv
@mch_agg
@oestagiario
@dope_right
@lucasahl
@arthurzxc2

Top Replied-To in G3:
@flamengo
@corinthians
@meutimao
@futebol_info
@cosenzagiuliano
@wl__xxx
@loucosdobandoo
@georeis_
@thejoker9042
@museu_sccp

Top Replied-To in G4:
@leichsenringc
@loserburn

Top Replied-To in G5:
@red_zika
@isacampanatti
@helenabonotto
@_lucaslimaq
@xvwtoria
@sophiasosefode
@jvidallss_
@felipee_cravo
@neckolly
@thedudalves

Top Replied-To in G7:
@mibr
@losgrandesgg
@loudgg
@lgd_smigolrs
@melaogustavo
@bountylol_
@khtex
@smokexcrf
@gamelandersgg
@ilydodock

Top Replied-To in G8:
@goblinlawnwtf

Top Mentioned
Top Mentioned in Entire Graph:
@luskarusso
@gaules
@procivilsv
@madasd
@_silviahammes
@renanmwsquita
@drfisraam
@tuxtlassm
@loudoveigh
@caromm28

Top Mentioned in G1:
@evilapada
@globalchangebio
@pedrotonantzin

Top Mentioned in G2:
@gaules
@imperialesports
@memeshltv
@vini
@eslcs
@raulcesarcs
@dust2_br
@guigous09
@vinimenezes94
@mch_agg

Top Mentioned in G3:
@futebol_info
@corinthians
@geglobo
@brasileirao
@ceciliaahr
@sccpgaabii
@flamengo
@gabigol
@goalbr
@thirfernandes

Top Mentioned in G4:
@luskarusso
@karlz_oficial
@boletimcoppolla
@jalinrabeisim
@_____aslan
@loserburn
@keliveronezi
@leichsenringc
@taoquei1

Top Mentioned in G5:
@renanmwsquita
@loudoveigh
@helenabonotto
@xvwtoria
@reescrevi_frase
@rapbrvideos
@marquesstaina
@nandaamoraess
@viewsxpic
@citoutz

Top Mentioned in G6:
@madasd
@emandulo_
@_onezwa
@sbu_james

Top Mentioned in G7:
@losgrandesgg
@khtex
@centrallosgg
@mibr
@mrbinhos
@los_pleets
@loudgg
@gaules
@lgd_smigolrs
@rodrigoterron

Top Mentioned in G8:
@princesssuede
@amcheezz
@amr_fawzy101
@a_karimm
@megane_jax
@awadawadm10
@nourneno66
@_anderson_zika
@erickma07465030
@ghost_2x

Top Mentioned in G9:
@_silviahammes
@luskarusso

Top Mentioned in G10:
@jnjglobalhealth
@dukenus
@morelossalud
@sso_goboax
@informateoax
@straits_times
@isophenebiosec
@insabi_mx
@ororadio
@santalucia_ayto

Top Tweeters
Top Tweeters in Entire Graph:
@lado_mx
@flight_refunds
@khuze_elikhulu
@ntsikimazwai
@lalojimjuarez
@robot_mano
@itsmbasa
@kellyrek
@digyoursoul
@ambiimoore

Top Tweeters in G1:
@lado_mx
@twelvebot
@alantomazelli
@luvcr_
@fakehistorybot
@feelipelol
@primeresearchs
@isadoramendesv
@selegmx
@informernovine

Top Tweeters in G2:
@cacarios
@olivialima_
@willianroby
@xarthirio
@gioopereira_
@jjongholic
@legadaodamassa
@bot_botafogo
@povotime1910
@dope_right

Top Tweeters in G3:
@geglobo
@goleada_info
@diarioole
@flamengo
@goalbr
@cosenzagiuliano
@futebol_info
@cbf_futebol
@meutimao
@ceciliaahr

Top Tweeters in G4:
@keliveronezi
@about_di
@g_garc2
@tioito1
@c4i7z
@juniorags
@dea_ln_
@cgcdecamargo
@lobomai
@taureis_

Top Tweeters in G5:
@krwlla
@mandelaoboladao
@_nickollasss
@lachefnigga
@jvidallss_
@pedrovicentte_
@giovannnnnaa
@geekfwho
@swnclair
@htts_paiva

Top Tweeters in G6:
@khuze_elikhulu
@itsmbasa
@mnix27
@_nwai
@__pchs
@lozaah
@germolution
@mazwakheza
@mrmotsubi
@callmefxminist

Top Tweeters in G7:
@robot_mano
@crunchyroll
@melaogustavo
@x9_replay9
@connorzxte
@ilydodock
@zrafaxx
@pedruiliam
@vitilosgrandes
@natxisp

Top Tweeters in G8:
@amcheezz
@princesssuede
@anjakese
@luis_6rodriguez
@pepitapoot
@vicrime13
@yung_dl0w
@marcelotavarres
@nancy_brian
@rootsgui

Top Tweeters in G9:
@carlosbarbosaa3
@erodrigomariano
@josegarcian
@alessandrourb15
@vieira2la
@diegofabiano_35
@itamarciaa
@grfuracao
@wgner
@duarteromilda

Top Tweeters in G10:
@straits_times
@bbcworld
@jj_angelus
@gobiernomorelos
@portalgp1
@ebcnarede
@minsaude
@ororadio
@goboax
@sso_goboax