Malaria, Twitter, 2/22/2021 2:19:37 AM, 249338


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Malaria_2021-02-21_08-25-43.xlsx
Malaria_2021-02-21_08-25-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 22, 2021
Short Description:
Malaria via NodeXL https://bit.ly/2ZFSsri
@who
@drkohilathas
@jamesforpeace
@whokenya
@rconstantino
@gatesfoundation
@faryus88
@lloydkapusi
@heimkontz
@nulphin

Top hashtags:
#malaria
#endmalariacouncilke
#covid19
#endmalaria
#africa
#ai
#adaptordie
#gem2021
#hiv

Description:
Description
The graph represents a network of 7,999 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 Sunday, 21 February 2021 at 16:37 UTC.

The requested start date was Friday, 19 February 2021 at 01:01 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, 11-hour, 49-minute period from Tuesday, 16 February 2021 at 13:11 UTC to Friday, 19 February 2021 at 01:00 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 : 7999
Unique Edges : 4873
Edges With Duplicates : 10254
Total Edges : 15127
Number of Edge Types : 5
Tweet : 1454
Retweet : 4636
MentionsInRetweet : 5716
Replies to : 1335
Mentions : 1986
Self-Loops : 1518
Reciprocated Vertex Pair Ratio : 0.0255512321660182
Reciprocated Edge Ratio : 0.0498292652080435
Connected Components : 1838
Single-Vertex Connected Components : 671
Maximum Vertices in a Connected Component : 2039
Maximum Edges in a Connected Component : 6897
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.868338
Graph Density : 0.000123593218594685
Modularity : 0.528439
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 7,999 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 Sunday, 21 February 2021 at 16:37 UTC.

The requested start date was Friday, 19 February 2021 at 01:01 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, 11-hour, 49-minute period from Tuesday, 16 February 2021 at 13:11 UTC to Friday, 19 February 2021 at 01:00 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:
[56] https://www.bloomberg.com/news/articles/2021-02-09/fossil-fuel-pollution-kills-millions-more-than-scientists-knew?utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social&utm_content=climate&cmpid=socialflow-twitter-climate
[37] https://thenextweb.com/neural/2021/02/17/zzappmalaria-startup-app-ai-eradicate-malaria/
[30] https://grandesmedios.com/mosquitos-historia-humanidad/
[26] https://www.thebetterindia.com/249438/india-covid-19-vaccine-hub-covishield-serum-institute-narendra-modi-justin-trudeau-canada-partition-penicillin-malaria-history-div200/
[19] https://www.givingway.com/campaign/edf55d
[18] https://www.pscp.tv/w/cvtnRjFQbUtxR05PUHdxRW98MU95S0FFb21sYmdLYg13g1WqwtUU2-KtpB7QbrY9m71QBO5CoxL24doiJpNz
[17] https://www.who.int/news/item/16-02-2021-who-launches-consolidated-guidelines-for-malaria
[11] https://medicalxpress.com/news/2021-02-magnetic-breakthrough-malaria.html
[10] https://punchng.com/is-covid-19-not-the-same-as-malaria/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1613618166
[10] https://app.magicapp.org/#/guideline/4870

Top URLs in Tweet in G1:
[28] https://grandesmedios.com/mosquitos-historia-humanidad/
[23] https://thenextweb.com/neural/2021/02/17/zzappmalaria-startup-app-ai-eradicate-malaria/
[7] https://dunapress.org/2021/02/19/tocantins-nao-registra-casos-autoctones-de-malaria-em-2020/
[4] https://m.facebook.com/story.php?story_fbid=10222873994454852&id=1126814702
[4] https://thenextweb.com/neural/2021/02/17/zzappmalaria-startup-app-ai-eradicate-malaria/?utm_source=dlvr.it&utm_medium=twitter
[4] https://twinybots.ch/
[4] https://arxiv.org/abs/2102.08708
[3] https://profmoosa.com/who-launches-consolidated-guidelines-for-malaria/
[2] https://www.globaldiasporanews.com/new-guidelines-for-malaria-launched/
[2] https://www.washingtonpost.com/magazine/2021/02/16/bill-gates-is-fighting-climate-change-covid-conspiracy-theories-hes-also-experiencing-greatest-pushback-ever-my-life/?arc404=true

Top URLs in Tweet in G2:
[18] https://www.pscp.tv/w/cvtnRjFQbUtxR05PUHdxRW98MU95S0FFb21sYmdLYg13g1WqwtUU2-KtpB7QbrY9m71QBO5CoxL24doiJpNz
[10] https://app.magicapp.org/#/guideline/4870
[9] https://endmalaria.ke/
[8] https://www.who.int/news/item/16-02-2021-who-launches-consolidated-guidelines-for-malaria
[8] https://www.facebook.com/EndMalariaKenya/posts/101512558655340?_rdc=1&_rdr
[5] https://www.astmh.org/blog/february-2021/in-memoriam-mcwilson-warren,-phd
[4] https://www.who.int/news/item/16-02-2021-who-launches-consolidated-guidelines-for-malaria#.YCvaXElAWYs.twitter
[4] https://malariaworld.org/blog/event-keystone-e-symposium-%E2%80%9Cmalaria-era-covid-19%E2%80%9D
[4] http://pubtweet.org/pubmed/33591963?dopt=Abstract
[3] http://www.mesamalaria.org/updates/malaria-era-covid19-virtual

Top URLs in Tweet in G3:
[1] https://www.nytimes.com/2020/08/03/health/coronavirus-tuberculosis-aids-malaria.html
[1] https://www.youtube.com/watch?v=OvC4uSYprU8&feature=youtu.be


Top URLs in Tweet in G4:
[1] https://bvsms.saude.gov.br/bvs/publicacoes/guia_pratico_malaria.pdf

Top URLs in Tweet in G5:
[1] https://twitter.com/bimbo_cash/status/1359789006729465858

Top URLs in Tweet in G6:
[3] https://twitter.com/KarlinhaB7/status/1362448105120165888
[1] https://twitter.com/DocteurGonzo4/status/1281090451114807296
[1] https://twitter.com/Smackenziekerr/status/1283045772611788802
[1] https://twitter.com/Smackenziekerr/status/1283045774893383684
[1] https://twitter.com/BidoliNicola/status/1361670438074667008
[1] https://twitter.com/BidoliNicola/status/1361672742765010945
[1] https://twitter.com/BidoliNicola/status/1361674246594973699

Top URLs in Tweet in G7:
[1] http://now.so
[1] https://twitter.com/kigogo2014/status/1362046513485086720

Top URLs in Tweet in G9:
[2] https://www.the-star.co.ke/news/big-read/2021-02-17-kenya-banks-on-local-manufacture-of-anti-malaria-commodities-and-drugs-in-war-against-disease/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1613584249
[1] https://www.the-star.co.ke/news/2021-02-17-radio-africa-group-ceo-quarcoo-appointed-to-kenya-end-malaria-council/?utm_medium=Social&utm_source=Twitter#Echobox=1613553884
[1] https://www.the-star.co.ke/news/2021-02-17-radio-africa-group-ceo-quarcoo-appointed-to-kenya-end-malaria-council/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1613568410
[1] https://www.the-star.co.ke/news/big-read/2021-02-17-kenya-banks-on-local-manufacture-of-anti-malaria-commodities-and-drugs-in-war-against-disease/
[1] https://ktnnews.com/

Top URLs in Tweet in G10:
[1] https://www.reliancegeneral.co.in/Insurance/Health-Insurance/Hospi-Care-Insurance.aspx

Top Domains
Top Domains in Tweet in Entire Graph:
[241] twitter.com
[62] thenextweb.com
[61] bloomberg.com
[37] who.int
[31] co.ke
[30] grandesmedios.com
[28] pubtweet.org
[27] thebetterindia.com
[26] youtube.com
[20] medicalxpress.com

Top Domains in Tweet in G1:
[113] twitter.com
[32] thenextweb.com
[28] grandesmedios.com
[14] co.ke
[8] nih.gov
[8] psychiatryintel.com
[7] arxiv.org
[7] dunapress.org
[6] youtube.com
[5] facebook.com

Top Domains in Tweet in G2:
[28] pubtweet.org
[19] twitter.com
[18] who.int
[18] pscp.tv
[12] biomedcentral.com
[12] nih.gov
[11] magicapp.org
[9] endmalaria.ke
[9] facebook.com
[8] womeninmalaria.com

Top Domains in Tweet in G3:
[1] nytimes.com
[1] youtube.com

Top Domains in Tweet in G4:
[1] gov.br

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

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

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

Top Domains in Tweet in G9:
[5] co.ke
[1] ktnnews.com

Top Domains in Tweet in G10:
[1] co.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[616] malaria
[435] endmalariacouncilke
[94] covid19
[74] endmalaria
[36] africa
[29] ai
[28] adaptordie
[26] gem2021
[23] hiv
[22] throwbackthursday



Top Hashtags in Tweet in G1:
[58] malaria
[10] covid19
[6] hiv
[6] dengue
[6] startup
[5] covid
[5] ebola
[4] ai
[4] kenya
[4] medtwitter

Top Hashtags in Tweet in G2:
[435] endmalariacouncilke
[355] malaria
[71] endmalaria
[37] covid19
[28] adaptordie
[26] gem2021
[16] africa
[15] plasmodium
[12] sadcyouth
[11] zeromalariastartswithme

Top Hashtags in Tweet in G6:
[1] danielsilveiralivre

Top Hashtags in Tweet in G7:
[1] jpmkawashtukia

Top Hashtags in Tweet in G8:
[1] odogwutales

Top Hashtags in Tweet in G9:
[2] semanacitizen
[2] leomashinani
[1] jklive
[1] citizenbriefs
[1] citizennipashe
[1] ktnleo

Top Hashtags in Tweet in G10:
[1] reliancegeneralinsurance
[1] tech
[1] hospicare
[1] healthinsurance

Top Words
Top Words in Tweet in Entire Graph:
[5702] malaria
[2429] zero
[1017] covid
[710] tb
[643] poverty
[620] stop
[616] #malaria
[598] drkohilathas
[579] malária
[435] #endmalariacouncilke

Top Words in Tweet in G1:
[665] malaria
[65] malária
[63] covid
[58] #malaria
[42] using
[42] 19
[40] startup
[38] eradicate
[37] ai
[33] more

Top Words in Tweet in G2:
[1515] malaria
[435] #endmalariacouncilke
[355] #malaria
[316] end
[277] kenya
[224] council
[209] against
[169] platform
[164] health
[163] together

Top Words in Tweet in G3:
[2353] zero
[604] malaria
[595] poverty
[594] covid
[593] tb
[591] drkohilathas
[587] stop
[8] epidemics
[5] deadly
[5] actually

Top Words in Tweet in G4:
[280] malária
[273] brom_elisa
[263] rconstantino
[258] mas
[258] em
[257] pra
[255] bem
[254] leblon
[252] casa
[251] carnaval

Top Words in Tweet in G5:
[226] malaria
[206] 90ssophie
[204] today
[203] send
[202] money
[201] someone
[201] cures
[201] depression
[201] thank
[12] baby

Top Words in Tweet in G6:
[111] malária
[91] será
[87] alimentar
[87] também
[85] intoxicação
[83] karlinhab7
[83] anit
[83] tratada
[83] medicação
[20] cigana2021

Top Words in Tweet in G7:
[50] malaria
[18] corona
[17] kwa
[16] magufulijp
[12] watu
[11] mariastsehai
[8] kigogo2014
[7] heimkontz
[7] hata
[7] ukimwi

Top Words in Tweet in G8:
[80] sports_doctor2
[80] see
[80] eh
[80] knew
[80] trouble
[80] minute
[80] asking
[80] questions
[80] blanked
[80] history

Top Words in Tweet in G9:
[121] malaria
[40] sio
[38] boss
[34] council
[27] citizentvkenya
[23] end
[22] kagwe
[22] baraza
[21] bro
[21] ukinyimwa

Top Words in Tweet in G10:
[64] fear
[64] tiny
[64] mosquito
[64] large
[64] lump
[64] sum
[64] waiting
[64] case
[64] diseases
[64] dengue

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[617] zero,malaria
[607] zero,tb
[600] zero,covid
[597] malaria,zero
[595] covid,zero
[595] tb,zero
[594] stop,zero
[594] zero,poverty
[592] drkohilathas,stop
[312] end,malaria

Top Word Pairs in Tweet in G1:
[38] eradicate,malaria
[37] covid,19
[35] startup,using
[33] using,ai
[33] ai,eradicate
[28] posible,malaria
[28] malaria,haya
[28] haya,matado
[28] matado,personas
[28] personas,cualquier

Top Word Pairs in Tweet in G2:
[261] end,malaria
[178] malaria,council
[129] against,malaria
[100] kenya,end
[90] brings,together
[88] online,platform
[82] fight,against
[66] public,private
[59] multi,sectoral
[59] sectoral,platform

Top Word Pairs in Tweet in G3:
[589] zero,covid
[588] zero,malaria
[588] zero,tb
[587] stop,zero
[587] covid,zero
[587] malaria,zero
[587] tb,zero
[587] zero,poverty
[585] drkohilathas,stop
[6] malaria,poverty

Top Word Pairs in Tweet in G4:
[254] malária,leblon
[251] carnaval,bem
[251] bem,fique
[251] fique,em
[251] em,casa
[251] casa,você
[251] você,praia
[251] praia,lazer
[251] lazer,pra
[251] pra,mim

Top Word Pairs in Tweet in G5:
[201] 90ssophie,send
[201] send,someone
[201] someone,money
[201] money,today
[201] today,cures
[201] cures,depression
[201] depression,malaria
[201] malaria,thank
[11] baby,malaria
[11] malaria,infection

Top Word Pairs in Tweet in G6:
[85] intoxicação,alimentar
[83] alimentar,anit
[83] anit,será
[83] será,tratada
[83] tratada,também
[83] também,medicação
[83] medicação,malária
[82] karlinhab7,intoxicação
[7] camila,pitanga
[7] cigana2021,será

Top Word Pairs in Tweet in G7:
[6] adamlutta,magufulijp
[5] hata,malaria
[5] virusi,vya
[4] max19601234,mariastsehai
[4] mariastsehai,ukiwa
[4] ukiwa,dalili
[4] dalili,malaria
[4] malaria,ukimeza
[4] ukimeza,vidonge
[4] vidonge,bila

Top Word Pairs in Tweet in G8:
[80] see,eh
[80] eh,knew
[80] knew,trouble
[80] trouble,minute
[80] minute,asking
[80] asking,questions
[80] questions,blanked
[80] blanked,history
[79] sports_doctor2,see
[2] malaria,typhoid

Top Word Pairs in Tweet in G9:
[23] end,malaria
[21] bro,ukinyimwa
[21] ukinyimwa,shukuru
[21] shukuru,ukimwi
[21] ukimwi,sio
[21] sio,malaria
[20] mariapoet__,bro
[19] nimelala,nikaota
[19] nikaota,bakhresa
[19] bakhresa,ananiamsha

Top Word Pairs in Tweet in G10:
[64] fear,tiny
[64] tiny,mosquito
[64] mosquito,large
[64] large,lump
[64] lump,sum
[64] sum,waiting
[64] waiting,case
[64] case,diseases
[64] diseases,dengue
[64] dengue,malaria

Top Replied-To
Top Replied-To in Entire Graph:
@cigana2021
@djkaywise
@jay_mikee
@citizentvkenya
@heimkontz
@brom_elisa
@abughazalehkat
@callmedarmie
@who
@scottadamssays

Top Replied-To in G2:
@who
@edu_malaria
@moh_kenya
@malarianomore
@bbbrieger
@teddyeugene
@potus
@acscevents
@kridsta
@tchookajorn

Top Replied-To in G3:
@drkohilathas
@rob_g1979
@tel0072000
@stuffysays
@hatezine
@sharpiedj

Top Replied-To in G4:
@brom_elisa
@ricardobadini
@carlosbolsonaro
@rconstantino
@luciana17955390
@indignantbr
@angelle21083657
@afirmacionista_
@metropoles

Top Replied-To in G5:
@90ssophie

Top Replied-To in G6:
@cigana2021
@karlinhab7
@shirleiferrari
@adrialcantara38
@montanvaldemir
@mvas2202

Top Replied-To in G7:
@heimkontz
@kigogo2014
@mariastsehai
@nulphin
@zittokabwe
@ummymwalimu
@jayboy10487471
@tundualissu
@samwelpaul97
@adamlutta

Top Replied-To in G8:
@ifuu__
@sports_doctor2

Top Replied-To in G9:
@citizentvkenya
@kashawtyshii
@jonnymagody
@agokoko

Top Mentioned
Top Mentioned in Entire Graph:
@drkohilathas
@brom_elisa
@rconstantino
@90ssophie
@who
@ngeno254
@itschebetabdi_
@arnoldireal
@evyonk
@karlinhab7

Top Mentioned in G1:
@thewilfem
@vtcezap
@venuskenya
@bolajitheboy
@policenama1
@kamilamok
@marcofbevhills
@smackenziekerr
@haleforthechief

Top Mentioned in G2:
@ngeno254
@who
@itschebetabdi_
@arnoldireal
@evyonk
@thamwerii
@bettkmax
@globalfund
@endmalariakenya
@palonsomalaria

Top Mentioned in G3:
@drkohilathas
@michaelpsenger
@desmondswayne
@stezia7
@draseemmalhotra
@colin_cambray
@charles
@wiofy
@sharpiedj
@kp24

Top Mentioned in G4:
@brom_elisa
@rconstantino
@jairbolsonaro
@maurici56981615
@bolsonarosp
@flaviobolsonaro
@carlosbolsonaro
@jotajunior1993
@terradesde1973
@luboiteux

Top Mentioned in G5:
@90ssophie
@bimbo_cash
@abikelagoss
@lilayty
@queenrae_g

Top Mentioned in G6:
@karlinhab7
@cigana2021
@amandamoraes500
@conservadora191
@rconstantino
@valdericosta
@maiordemg
@brom_elisa

Top Mentioned in G7:
@magufulijp
@mariastsehai
@adamlutta
@tundualissu
@actwazalendo
@kigogo2014
@vitusnkuna
@mhangatalanta
@catherineruge
@twaha_mwaipaya

Top Mentioned in G8:
@sports_doctor2
@amaraonwuka
@urchilla01
@_drdex

Top Mentioned in G9:
@citizentvkenya
@mariapoet__
@yasinta___
@thestarbreaking
@koinangejeff
@thestarkenya
@leonardnmbugua2
@jonnymagody
@rashidabdalla
@thechai_vinist

Top Mentioned in G10:
@reliancegenin

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@lecturas24h
@clubeditorial
@difusion365
@apunteindicado
@datoalminuto
@dichristine
@infoapuntes
@lacronologia
@notaveraz

Top Tweeters in G1:
@lecturas24h
@clubeditorial
@difusion365
@apunteindicado
@datoalminuto
@infoapuntes
@lacronologia
@notaveraz
@tuiterricolas
@infolecturas

Top Tweeters in G2:
@dichristine
@nilimajumder
@cipherequality
@viralvideovlogs
@magarya
@thamwerii
@evyonk
@milaniolivera
@susanamnk
@newtelegraphng

Top Tweeters in G3:
@porridgeisgood
@z_chrissie
@morwennajh
@jan_s_b_459
@abbavitch
@pripley2426
@andyhammers
@petermcc66
@usashopper
@annbank41695841

Top Tweeters in G4:
@moacyrodrigues
@artinovar
@daysebarela
@milick74
@celiapfau
@gilcoleman
@josmarcelodona3
@aruthcao
@reiastrologia
@magoomito

Top Tweeters in G5:
@chuksvila
@chief_legit
@helenmar11
@elprincetee
@auntyriri
@dinsewo4real
@eddofverdant
@bimbo_cash
@ade_ayanbule
@tmbhardy

Top Tweeters in G6:
@pauloparmm
@madrilenha
@valusa
@sebastioregina1
@alfssmartins
@drio74998412
@mariaananeves
@geraldo35987490
@bartolsep
@conservadora191

Top Tweeters in G7:
@tzdiscovery
@mariastsehai
@marekamalili
@kigogo2014
@zittokabwe
@hildanewton21
@iamartin_
@anethstanley
@mangiwakwanza
@vitusnkuna

Top Tweeters in G8:
@drtsquare
@dlaureate
@mozziestark
@aajibolah
@ugwunnaejikem
@ihuezemd
@triggischillin
@thesanasi
@austinvin07
@_drdex

Top Tweeters in G9:
@citizentvkenya
@hilla254
@kevoizme_
@thestarkenya
@tujadili
@koinangejeff
@owenabong
@magic2girl
@mutuahkiilu
@ktnnewske

Top Tweeters in G10:
@sharu_das
@sakethnannaka
@special_jiya
@rahulgoyar8
@jmanavadar
@savalsampath74
@nitinpa88433746
@mangadas2
@subhash59440265
@kasamjikani