zika, Twitter, 5/26/2022 2:12:20 PM, 277098


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zika_2022-05-26_06-37-37.xlsx
zika_2022-05-26_06-37-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2022
Short Description:
zika via NodeXL https://bit.ly/38lgfoH
@criasgg
@fischblog
@imperialesports
@pablosillva007
@ligatalents_gg
@gabiigol_9
@f1das_frase
@fxdarkntj
@gaules
@_little_lucas_

Top hashtags:
#affenpocken
#ebola
#zika
#dengue
#chikungunya
#straykids
#conserjeríamunicipal

Description:
Description
The graph represents a network of 9,292 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, 26 May 2022 at 13:42 UTC.

The requested start date was Thursday, 26 May 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 3-day, 5-hour, 23-minute period from Sunday, 22 May 2022 at 16:02 UTC to Wednesday, 25 May 2022 at 21:25 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 : 9292
Unique Edges : 6039
Edges With Duplicates : 5405
Total Edges : 11444
Number of Edge Types : 5
Tweet : 2345
Retweet : 2243
MentionsInRetweet : 2537
Replies to : 3012
Mentions : 1307
Self-Loops : 2364
Reciprocated Vertex Pair Ratio : 0.0232887490165224
Reciprocated Edge Ratio : 0.0455174534830078
Connected Components : 3434
Single-Vertex Connected Components : 1577
Maximum Vertices in a Connected Component : 557
Maximum Edges in a Connected Component : 846
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 5.205538
Graph Density : 7.53255120825921E-05
Modularity : 0.636867
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,292 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, 26 May 2022 at 13:42 UTC.

The requested start date was Thursday, 26 May 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 3-day, 5-hour, 23-minute period from Sunday, 22 May 2022 at 16:02 UTC to Wednesday, 25 May 2022 at 21:25 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:
[8] https://www.americadigital.com/ciencia/descubren-que-una-mutacion-del-virus-del-zika-podria-volverlo-mucho-mas-peligroso-156077
[7] https://twitter.com/Gaules/status/1528913744499298304
[6] https://arxiv.org/abs/2109.09112v1
[5] https://twitter.com/brasilcoast2/status/1528874811317166082
[4] https://falanordeste.com.br/rn-decreta-situacao-de-emergencia-por-causa-do-aumento-de-casos-de-dengue-zika-e-chikungunya/
[4] http://twitcom.com.br/groupUser.php?user=laari15_zika
[4] http://twitcom.com.br/groupUser.php?user=Heyy__Guii
[4] https://twitter.com/TNTSportsBR/status/1529287583682920453
[4] https://interestingengineering.com/bill-gates-backed-firm-to-release-150k-gene-hacked-mosquitoes-in-florida
[4] https://twitter.com/CentralDoBraga/status/1528413415059890178

Top URLs in Tweet in G1:
[7] https://twitter.com/Gaules/status/1528913744499298304
[6] https://www.americadigital.com/ciencia/descubren-que-una-mutacion-del-virus-del-zika-podria-volverlo-mucho-mas-peligroso-156077
[5] https://twitter.com/brasilcoast2/status/1528874811317166082
[4] https://twitter.com/TNTSportsBR/status/1529287583682920453
[4] http://twitcom.com.br/groupUser.php?user=Heyy__Guii
[4] http://twitcom.com.br/groupUser.php?user=laari15_zika
[4] https://falanordeste.com.br/rn-decreta-situacao-de-emergencia-por-causa-do-aumento-de-casos-de-dengue-zika-e-chikungunya/
[3] https://twitter.com/CentralDoBraga/status/1528413415059890178
[3] https://twitter.com/gaules/status/1528913744499298304
[3] https://twitter.com/dioriv/status/1528895978979446786

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1528622606248812544

Top URLs in Tweet in G3:
[1] https://twitter.com/fanaticsferrari/status/1529426771040509953

Top URLs in Tweet in G4:
[1] https://twitter.com/FxDarkntj/status/1529274132554186753
[1] https://twitter.com/criasgg/status/1529563504948158465
[1] https://twitter.com/dollarsgg/status/1529304807747485696
[1] https://twitter.com/i/web/status/1528694704191201281

Top URLs in Tweet in G5:
[1] https://www.independent.co.ug/panic-as-zika-strain-from-americas-spreads-to-africa/
[1] https://twitter.com/i/web/status/1528590888775057409

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1528416428810211328

Top URLs in Tweet in G7:
[1] https://twitter.com/CelticsPlacar/status/1528901309218361344

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1528546952803102720
[1] https://twitter.com/i/web/status/1528545138066173954

Top URLs in Tweet in G10:
[1] https://twitter.com/OoCLibertadores/status/1529258774346747905
[1] https://twitter.com/CentralDoBraga/status/1528413415059890178
[1] https://twitter.com/legadaodamassa/status/1528412882190442496

Top Domains
Top Domains in Tweet in Entire Graph:
[537] twitter.com
[40] com.br
[12] youtube.com
[11] nih.gov
[10] thenationalpulse.com
[8] americadigital.com
[6] google.com
[6] arxiv.org
[5] com.mx
[5] globo.com

Top Domains in Tweet in G1:
[370] twitter.com
[35] com.br
[6] americadigital.com
[4] com.mx
[3] nih.gov
[3] blogspot.com
[3] globo.com
[3] marshmallow-qa.com
[2] soundcloud.com
[2] vfa.de

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

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

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

Top Domains in Tweet in G5:
[1] co.ug
[1] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[797] affenpocken
[405] ebola
[79] zika
[53] dengue
[30] chikungunya
[13] straykids
[12] conserjeríamunicipal
[11] monkeypox
[11] fah
[11] covid19



Top Hashtags in Tweet in G1:
[15] zika
[6] dengue
[5] chikungunya
[4] virus
[3] vctbr
[3] goloud
[3] sacramentorpg
[3] covid19
[3] monkeypox
[3] マシュマロを投げ合おう

Top Hashtags in Tweet in G2:
[796] affenpocken
[399] ebola
[3] zika
[1] covid19

Top Hashtags in Tweet in G4:
[3] gocrias
[1] ligatalentsemulador
[1] godollars

Top Hashtags in Tweet in G7:
[1] bleedgreen
[1] nbanogaules

Top Words
Top Words in Tweet in Entire Graph:
[6107] zika
[797] #affenpocken
[748] não
[607] dengue
[600] eu
[516] reversa
[479] os
[463] já
[439] vai
[413] die

Top Words in Tweet in G1:
[1630] zika
[226] eu
[176] não
[149] essa
[114] pra
[114] uma
[113] vai
[113] dengue
[103] em
[93] mais

Top Words in Tweet in G2:
[796] #affenpocken
[401] die
[399] #ebola
[398] fischblog
[397] müssen
[397] zukunft
[397] co
[397] schützen
[397] thread
[396] #z

Top Words in Tweet in G3:
[323] zika
[310] reversa
[309] f1das_frase
[308] já
[307] começando
[307] os
[307] procedimentos
[7] vai
[6] senhor
[5] futebol

Top Words in Tweet in G4:
[238] zika
[66] não
[53] fxdarkntj
[49] criasgg
[32] eu
[27] time
[27] ele
[26] dia
[26] pra
[25] existe

Top Words in Tweet in G5:
[158] zika
[157] ebola
[154] kathmlee1
[153] poor
[153] countries
[153] africa
[153] panic
[153] over
[153] monkeypox
[153] dengue

Top Words in Tweet in G6:
[124] monkeypox
[73] years
[73] convid
[73] same
[73] game
[73] plan
[73] being
[73] rolled
[73] patents
[73] mock

Top Words in Tweet in G7:
[103] zika
[61] gaules
[25] yayahuz
[18] não
[12] warriors
[11] gau
[9] dallasmavs
[7] pra
[7] vc
[6] meu

Top Words in Tweet in G8:
[108] flu
[107] media
[107] government
[107] tried
[107] same
[107] hysteria
[107] swine
[107] zika
[106] dozens
[106] more

Top Words in Tweet in G9:
[75] zika
[40] tntsportsbr
[23] sai
[18] não
[14] futebol_info
[9] essa
[9] oledobrasil
[6] anti
[6] toda
[6] pra

Top Words in Tweet in G10:
[73] zika
[37] centraldobraga
[16] não
[16] snaihtniroccccc
[13] legadaodamassa
[12] central
[9] vc
[9] vai
[7] braga
[6] muito

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[513] zika,reversa
[476] dengue,zika
[399] #affenpocken,#ebola
[397] müssen,zukunft
[397] zukunft,#affenpocken
[397] #affenpocken,co
[397] co,schützen
[397] schützen,thread
[397] thread,die
[397] die,#affenpocken

Top Word Pairs in Tweet in G1:
[79] dengue,zika
[63] zika,reversa
[60] zika,chikungunya
[49] essa,zika
[45] sai,zika
[44] são,paulo
[43] toda,zika
[41] uma,zika
[40] zika,virus
[33] zika,demais

Top Word Pairs in Tweet in G2:
[399] #affenpocken,#ebola
[397] müssen,zukunft
[397] zukunft,#affenpocken
[397] #affenpocken,co
[397] co,schützen
[397] schützen,thread
[397] thread,die
[397] die,#affenpocken
[396] fischblog,müssen
[396] #ebola,#z

Top Word Pairs in Tweet in G3:
[310] zika,reversa
[307] já,começando
[307] começando,os
[307] os,procedimentos
[307] procedimentos,zika
[306] f1das_frase,já
[4] vai,quebrando
[4] quebrando,senhor
[4] senhor,toda
[4] toda,zika

Top Word Pairs in Tweet in G4:
[17] existe,zika
[17] não,existe
[16] anti,zika
[13] não,zika
[12] zika,não
[12] tem,zika
[12] bom,dia
[11] dia,guerra
[11] guerra,hoje
[11] hoje,bom

Top Word Pairs in Tweet in G5:
[157] zika,ebola
[153] poor,countries
[153] countries,africa
[153] africa,panic
[153] panic,over
[153] over,monkeypox
[153] monkeypox,dengue
[153] dengue,zika
[153] ebola,types
[153] types,hemorrhagic

Top Word Pairs in Tweet in G6:
[73] years,convid
[73] convid,same
[73] same,game
[73] game,plan
[73] plan,being
[73] being,rolled
[73] rolled,monkeypox
[73] monkeypox,patents
[73] patents,mock
[73] mock,drills

Top Word Pairs in Tweet in G7:
[18] gaules,zika
[10] yayahuz,zika
[10] zika,zika
[9] gaules,dallasmavs
[9] dallasmavs,warriors
[7] zika,não
[6] zika,meu
[4] vc,zika
[3] não,zika
[3] sua,zika

Top Word Pairs in Tweet in G8:
[107] media,government
[107] government,tried
[107] tried,same
[107] same,hysteria
[107] swine,flu
[107] flu,zika
[106] hysteria,swine
[106] zika,dozens
[106] dozens,more
[106] more,never

Top Word Pairs in Tweet in G9:
[16] sai,zika
[14] tntsportsbr,sai
[6] anti,zika
[6] zika,não
[5] não,zika
[4] oledobrasil,zika
[3] tntsportsbr,essa
[3] essa,carta
[3] carta,proteja
[3] proteja,toda

Top Word Pairs in Tweet in G10:
[9] centraldobraga,zika
[7] vc,zika
[4] zika,muito
[4] zika,demais
[4] não,zika
[4] snaihtniroccccc,zika
[3] legadaodamassa,zika
[3] zika,tudo
[3] central,braga
[3] ele,zika

Top Replied-To
Top Replied-To in Entire Graph:
@gaules
@criasgg
@zlatansincero
@tntsportsbr
@centraldobraga
@yayahuz
@ezo_zika
@cerolzera
@fxdarkntj
@loudgg

Top Replied-To in G1:

Top Replied-To in G2:
@fischblog

Top Replied-To in G3:
@danielcangaco
@portalferraribr
@halarsenal
@f1das_frase
@anylewischarles
@evailton_jr
@mari8_mariana8

Top Replied-To in G4:
@criasgg
@fxdarkntj
@zaraki_zn
@torcidacrias
@gbzinxntj
@nakataff
@lucipkrl
@tremxoralixo
@minvoir
@uglypeep

Top Replied-To in G5:
@kathmlee1

Top Replied-To in G7:
@gaules
@yayahuz
@igordgo
@lenorkleal
@tothecris
@oguithalles
@wandermonteir
@lucasguedesdn
@celticsbrasil
@eduardoalins

Top Replied-To in G9:
@tntsportsbr
@futebol_info
@oledobrasil
@cec_gabrieldc
@2011edmundo
@camisa21
@daniel_viana05
@wilson38_vs
@alexmuller93
@buzosep

Top Replied-To in G10:
@centraldobraga
@snaihtniroccccc
@legadaodamassa
@kauezxsccp
@jefaraujo11
@marlonspagnollo
@fla100qualidade
@kingarturo28
@rocumbackcrl
@arthurfkshelby

Top Mentioned
Top Mentioned in Entire Graph:
@fischblog
@f1das_frase
@kathmlee1
@raz0rfist
@jagchat01
@saludsv
@gosatvik
@medic4allhuman
@ustricolor
@fxdarkntj

Top Mentioned in G1:
@mundelasalud
@radiocamara
@cusuperbugs
@efeu62112443
@covid_evidence
@faraonswt
@naunoticiasmx
@trevisdampierm1
@sankukai227

Top Mentioned in G2:
@fischblog

Top Mentioned in G3:
@f1das_frase
@mavsxx
@esserepalestra
@m4resi4
@portalferraribr

Top Mentioned in G4:
@fxdarkntj
@criasgg
@copanobru
@minvoir
@criadorekkon
@kaykyrs_29
@cerolzera
@zaraki_zn
@torcidacrias
@mteles91

Top Mentioned in G5:
@kathmlee1
@xenosstinkriti2

Top Mentioned in G6:
@jagchat01
@gosatvik

Top Mentioned in G7:
@gaules
@dallasmavs
@warriors
@imperialesports
@midnitecsgobr
@fillipebt
@andrekenzo11
@fer
@llauqs
@velhovamp1

Top Mentioned in G8:
@raz0rfist

Top Mentioned in G9:
@tntsportsbr
@futebol_info
@simpraisa
@wilson38_vs
@oledobrasil
@allansimon91
@swmu09
@renanyukian02
@fiamengo_br
@matheus_tkg

Top Mentioned in G10:
@centraldobraga
@snaihtniroccccc
@legadaodamassa
@sportsbetiobr
@fabio0n
@whoispasinato
@fla100qualidade
@jesusetricolor
@eliaaaasxd
@brahmacerveja

Top Tweeters
Top Tweeters in Entire Graph:
@genshin_7
@dhitka
@roblwilson
@remindme_ofthis
@andreasandy3131
@trafficbutter
@openletterbot
@debrammason1
@bob_stinson1234
@vonivar

Top Tweeters in G1:
@vonivar
@pradopecci
@twelvebot
@alantomazelli
@camilaswild
@clicksergipe
@expresoweb
@eprnetwork
@czterygramy
@fakehistorybot

Top Tweeters in G2:
@andreasandy3131
@nichttweeterin
@schmidtlepp
@semilocon
@btkrth
@mtaege
@klang_ruinen
@fraeuleinoy
@fischblog
@andreas__nagel

Top Tweeters in G3:
@laughszarry
@jardim_da_v
@halarsenal
@wtfnialh
@sabrina63967774
@abel_ism
@_car0lzinha
@pratolindokzp
@57iamtenentee
@nathan_darwin

Top Tweeters in G4:
@botmizera
@x9_replay9
@gordox
@tonyynn
@winixcrf
@biancaxisp
@uglypeep
@robert_xpl
@gbzinxntj
@allanzss_

Top Tweeters in G5:
@anakreontyk
@idomain8
@sheelaghg
@jeffreymadwisc
@tina13uk
@kelvinw40709444
@tim_at_where
@aanelvictoria
@disinfector
@precliner

Top Tweeters in G6:
@navroopsingh_
@raghuaiyar
@ndsolanki
@ban_animal_test
@mountkidd
@baghrakasher
@16x2is8
@sadikleida
@sanjaypro
@satheeshpodury

Top Tweeters in G7:
@renanallysson
@warriors
@reehplayss
@dallasmavs
@ahtabom
@yayahuz
@jonhcarvalhog
@oguithalles
@hoiytatum
@danfps1

Top Tweeters in G8:
@rigmatthew
@patim2
@gothamguardian1
@nowhere_nh
@somerando84
@22ponczos
@d_bigredmachine
@daddywarpig
@gutzsant
@gaigous

Top Tweeters in G9:
@tntsportsbr
@captainbarnez
@futebol_info
@o_thiago86
@allansimon91
@andreza_spina
@oledobrasil
@simpraisa
@bruninho_hick
@mires_alves

Top Tweeters in G10:
@guixgalak
@mundo_tricolor_
@anapxzk
@nasccpxs
@legadaodamassa
@gmagnobc
@kauezxsccp
@rocumbackcrl
@centraldobraga
@josuetome07