Malaria, Twitter, 1/7/2022 7:03:37 PM, 269644


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Malaria_2022-01-07_08-12-56.xlsx
Malaria_2022-01-07_08-12-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 07, 2022
Short Description:
Malaria via NodeXL https://bit.ly/3JSzl3e
@nothoodlum
@who
@cyoung840
@seanhannity
@ewindham3
@thoaixulich
@ingrahamangle
@hjelle_brian
@cdcgov
@ianricksecker

Top hashtags:
#malaria
#covid19
#dengue
#tigrayweaponizedrapevictims
#endmalaria
#southsudan
#vaccine
#6ene

Description:
Description
The graph represents a network of 9,773 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, 07 January 2022 at 16:21 UTC.

The requested start date was Friday, 07 January 2022 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, 14-hour, 16-minute period from Tuesday, 04 January 2022 at 10:43 UTC to Friday, 07 January 2022 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 : 9773
Unique Edges : 5550
Edges With Duplicates : 10305
Total Edges : 15855
Number of Edge Types : 5
Mentions : 3239
Replies to : 1913
Retweet : 4394
MentionsInRetweet : 5045
Tweet : 1264
Self-Loops : 1319
Reciprocated Vertex Pair Ratio : 0.0145281135632694
Reciprocated Edge Ratio : 0.0286401399212943
Connected Components : 2034
Single-Vertex Connected Components : 665
Maximum Vertices in a Connected Component : 2224
Maximum Edges in a Connected Component : 4684
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.949331
Graph Density : 9.57888146056707E-05
Modularity : 0.593565
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,773 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, 07 January 2022 at 16:21 UTC.

The requested start date was Friday, 07 January 2022 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, 14-hour, 16-minute period from Tuesday, 04 January 2022 at 10:43 UTC to Friday, 07 January 2022 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:
[26] https://tigrayrapevictims.org/special-edition-ii-the-agonies-tigrayan-teenager-gang-raped-at-an-orthodox-church/
[19] https://jornal.usp.br/ciencias/desmatamento-modifica-dinamica-de-transmissao-e-impulsiona-malaria-na-amazonia/
[14] https://jornal.usp.br/ciencias/desmatamento-modifica-dinamica-de-transmissao-e-impulsiona-malaria-na-amazonia/?utm_source=twitter:newsfeed&utm_medium=social-organic&utm_campaign=redes-sociais:012021:e&utm_content=:::&utm_term=
[9] https://www.brasildefato.com.br/2022/01/06/desmatamento-muda-forma-de-transmissao-da-malaria-indicam-estudos-da-usp
[7] https://uol.page.link/SgrhN
[6] https://trib.al/2OuOQ7J
[6] https://www.forbes.com/sites/christinero/2022/01/05/how-nigeria-is-beating-back-fake-malaria-drugs/?utm_source=dlvr.it&utm_medium=twitter
[5] http://dlvr.it/SGc4qm
[5] https://uol.page.link/4F7Fz
[4] https://linkinghub.elsevier.com/retrieve/pii/S1477893921002921

Top URLs in Tweet in G1:
[1] https://twitter.com/MELANIATRUMP/status/1478355190122176512

Top URLs in Tweet in G2:
[4] https://jornal.usp.br/ciencias/desmatamento-modifica-dinamica-de-transmissao-e-impulsiona-malaria-na-amazonia/
[4] https://www.forbes.com/sites/christinero/2022/01/05/how-nigeria-is-beating-back-fake-malaria-drugs/
[3] https://ethealthworld.com/
[3] https://health.economictimes.indiatimes.com/news/industry/malaria-elimination-and-achieving-sdg-3-by-2030-amidst-covid-19/88734175
[3] https://twitter.com/Pharmarun_/status/1479087172347170816
[3] https://elpolitico.com/eeuu-invirtio-mas-que-el-regimen-en-la-prevencion-de-la-malaria-en-venezuela/
[2] https://scientificinquirer.com/2022/01/04/new-link-between-sickle-cell-and-severe-malaria-found/
[2] https://g1.globo.com/rr/roraima/noticia/2021/11/18/crianca-yanomami-de-3-anos-com-malaria-e-pneumonia-morre-sem-atendimento-em-comunidade-diz-conselho-de-saude.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[2] https://www.cuatro.com/horizonte/jose-luis-cordeiro-ingeniero-vacunas-malaria-sida-cancer_18_3248445446.html
[2] https://www.radioking.com/radio/chaos

Top URLs in Tweet in G3:
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900557-0%2Ffulltext&rc=0
[1] https://tribunanacional.com.br/noticia/2878/ex-funcionaria-da-pfizer-alerta-que-vacina-aumenta-covid-em-mais-de-300
[1] https://sahelstandard.com/2020/04/06/anti-malaria-drug-can-kill-coronavirus-novartis-chief/
[1] https://www.noticiasaominuto.com/mundo/1903996/enfermeira-portuguesa-venceu-covid-19-aps-28-dias-em-coma-com-viagra

Top URLs in Tweet in G4:
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900557-0%2Ffulltext&rc=0

Top URLs in Tweet in G6:
[26] https://tigrayrapevictims.org/special-edition-ii-the-agonies-tigrayan-teenager-gang-raped-at-an-orthodox-church/
[1] https://twitter.com/RealHauleGluck/status/1478336732252758019

Top URLs in Tweet in G7:
[2] https://msh.org/story/management-sciences-for-health-president-and-ceo-appointed-to-the-roll-back-malaria-board-of-directors/
[2] https://conflictandhealth.biomedcentral.com/articles/10.1186/s13031-021-00424-y
[1] https://zeromalaria.africa/news/namibia-becomes-22nd-african-country-join-zero-malaria-starts-me-movement
[1] https://twitter.com/PMIgov/status/1478034038707400707
[1] https://www.theglobalfund.org/en/specials/2021-12-20-reflecting-on-2021/
[1] https://www.youtube.com/watch?v=Oa0grCWHvcY

[1] https://jobs.jhu.edu/job/Baltimore-Program-Officer-MD-21202/827101500/
[1] https://www.path.org/articles/promising-new-tools-against-malaria/
[1] https://path.secure.nonprofitsoapbox.com/donation?_ga=2.105581059.1009969919.1640107267-1693495665.1600298504&utm_source=social&utm_medium=post&utm_campaign=year%3Dend
[1] https://mesamalaria.org/updates/keystone-symposium-malaria-confronting-challenges-drug-discovery-treatment

Top URLs in Tweet in G9:
[3] https://www.gatesnotes.com/Health/Gates-Notes-Deep-Dive-malaria?WT.mc_id=20211114100000_GNDD-malaria_BG-TW_&WT.tsrc=BGTW
[1] https://beatmalaria.eventbrite.com/?utm_source=Social&utm_medium=Social+Media&utm_campaign=Summit+2022
[1] https://www.gavi.org/vaccineswork/groundbreaking-history-worlds-first-malaria-vaccine
[1] https://www.gatesnotes.com/Health/Gates-Notes-Deep-Dive-malaria?WT.mc_id=20211110100000_GNDD-malaria_BG-TW_&WT.tsrc=BGTW
[1] https://scienceoferadication.org/faculty-member/hall-lee/

Top URLs in Tweet in G10:
[1] https://www.haaretz.com/amp/israel-news/.premium.MAGAZINE-how-malaria-shaped-the-future-map-of-israel-1.5866664

Top Domains
Top Domains in Tweet in Entire Graph:
[272] twitter.com
[41] com.br
[34] usp.br
[26] tigrayrapevictims.org
[16] biomedcentral.com
[15] nih.gov
[14] youtube.com
[14] forbes.com
[12] page.link
[11] who.int

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[152] twitter.com
[24] com.br
[8] forbes.com
[5] who.int
[4] youtube.com
[4] google.com
[4] usp.br
[3] frontiersin.org
[3] wikipedia.org
[3] globo.com

Top Domains in Tweet in G3:
[1] elsevierhealth.com
[1] com.br
[1] sahelstandard.com
[1] noticiasaominuto.com

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

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

Top Domains in Tweet in G7:
[12] twitter.com
[3] mesamalaria.org
[2] youtube.com
[2] ac.uk
[2] msh.org
[2] biomedcentral.com
[2] zeromalaria.org
[1] zeromalaria.africa
[1] theglobalfund.org
[1] jhu.edu

Top Domains in Tweet in G9:
[4] gatesnotes.com
[1] eventbrite.com
[1] gavi.org
[1] scienceoferadication.org

Top Domains in Tweet in G10:
[1] haaretz.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[250] malaria
[43] covid19
[39] dengue
[30] tigrayweaponizedrapevictims
[19] endmalaria
[19] southsudan
[17] vaccine
[16] 6ene
[16] unmiss
[15] drawtheline



Top Hashtags in Tweet in G1:
[2] bebroke
[1] cheetholini
[1] pillowtalk

Top Hashtags in Tweet in G2:
[29] malaria
[5] covid
[4] health
[4] amazonas
[3] pharma
[3] nowplaying
[3] covid_19
[3] malária
[2] africa
[2] djokovic

Top Hashtags in Tweet in G4:
[2] malaria

Top Hashtags in Tweet in G5:
[1] sarscov2

Top Hashtags in Tweet in G6:
[30] tigrayweaponizedrapevictims
[5] endtigraysiege

Top Hashtags in Tweet in G7:
[59] malaria
[15] endmalaria
[15] drawtheline
[8] covid19
[7] yearinreview
[7] tigray
[6] plasmodiumvivax
[6] mesawebinar
[5] lastcall
[5] ksmalaria22

Top Hashtags in Tweet in G9:
[3] endmalaria
[2] beatmalaria
[2] malaria
[1] covid19
[1] hiv
[1] proudpartners

Top Words
Top Words in Tweet in Entire Graph:
[4928] malaria
[918] nothoodlum
[770] white
[758] house
[710] malária
[663] friday
[660] covid
[612] auctioning
[590] shit
[583] stole

Top Words in Tweet in G1:
[913] malaria
[901] nothoodlum
[735] white
[731] house
[651] friday
[594] auctioning
[573] shit
[572] stole
[160] classy
[160] enough

Top Words in Tweet in G2:
[635] malaria
[98] covid
[82] malária
[38] people
[34] gt
[33] dengue
[29] #malaria
[29] drugs
[28] more
[28] mosquitoes

Top Words in Tweet in G3:
[449] em
[332] malária
[276] drobertalacerda
[227] pfizer
[207] ivermectina
[207] contra
[206] alta
[205] administração
[205] massa
[205] drogas

Top Words in Tweet in G4:
[330] entender
[328] reconocer
[328] sarscov2
[328] transmite
[328] principalmente
[328] aire
[328] aerosoles
[328] gotículas
[328] importante
[326] gorka_orive

Top Words in Tweet in G5:
[318] ianricksecker
[317] law
[316] time
[316] quit
[316] pretending
[316] cold
[316] magical
[316] viruses
[316] make
[316] evolve

Top Words in Tweet in G6:
[334] mom
[246] shortage
[167] christine
[167] decided
[167] keep
[167] secret
[167] hurt
[167] told
[167] sick
[134] medical

Top Words in Tweet in G7:
[155] malaria
[59] #malaria
[35] against
[32] world
[22] 2021
[20] position
[19] more
[18] fight
[18] one
[18] vaccine

Top Words in Tweet in G8:
[205] viruses
[204] know
[199] hjelle_brian
[198] virologist
[198] bugs
[198] here's
[198] cuppla
[198] non
[8] malaria
[7] ianricksecker

Top Words in Tweet in G9:
[80] congo
[78] malaria
[50] vacunarse
[45] vacunas
[44] vas
[42] viaje
[42] vacúnate
[42] otras
[42] cosas
[42] antes

Top Words in Tweet in G10:
[7] manooleh
[7] whywouldyou_uk
[6] iq15991967
[6] emmettimanu
[5] folktayl
[5] malaria
[5] israelies_21
[5] peterjarvis14
[4] giheme
[4] namjoonandme12

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[754] white,house
[588] malaria,auctioning
[582] friday,malaria
[582] stole,white
[579] auctioning,shit
[579] shit,stole
[578] nothoodlum,friday
[328] entender,reconocer
[328] reconocer,sarscov2
[328] sarscov2,transmite

Top Word Pairs in Tweet in G1:
[731] white,house
[572] friday,malaria
[572] malaria,auctioning
[572] auctioning,shit
[572] shit,stole
[572] stole,white
[571] nothoodlum,friday
[160] malaria,classy
[160] classy,enough
[159] didn,guess

Top Word Pairs in Tweet in G2:
[24] covid,19
[22] malaria,drugs
[14] gt,gt
[14] dois,anos
[13] últimos,dois
[13] nigeria,beating
[13] beating,back
[13] back,fake
[13] fake,malaria
[12] seguem,estáveis

Top Word Pairs in Tweet in G3:
[207] contra,malária
[206] malária,em
[205] administração,em
[205] em,massa
[205] massa,drogas
[205] drogas,ivermectina
[205] ivermectina,diidroartemisinina
[205] diidroartemisinina,piperaquina
[205] piperaquina,contra
[205] em,ambientes

Top Word Pairs in Tweet in G4:
[328] entender,reconocer
[328] reconocer,sarscov2
[328] sarscov2,transmite
[328] transmite,principalmente
[328] principalmente,aire
[328] aire,aerosoles
[328] aerosoles,gotículas
[328] gotículas,importante
[326] gorka_orive,entender
[2] importante,saber

Top Word Pairs in Tweet in G5:
[316] time,quit
[316] quit,pretending
[316] pretending,cold
[316] cold,magical
[316] magical,law
[316] law,viruses
[316] viruses,make
[316] make,evolve
[315] ianricksecker,time
[4] areas,malaria

Top Word Pairs in Tweet in G6:
[167] christine,decided
[167] decided,keep
[167] keep,secret
[167] secret,mom
[167] mom,hurt
[167] hurt,told
[167] told,mom
[167] mom,sick
[134] medical,supplies
[134] shortage,vaccines

Top Word Pairs in Tweet in G7:
[24] against,malaria
[15] #drawtheline,against
[12] malaria,cool
[12] cool,joined
[12] joined,movement
[12] movement,#drawtheline
[12] excellent,position
[12] position,open
[12] open,lovely
[12] lovely,bob

Top Word Pairs in Tweet in G8:
[198] virologist,know
[198] know,bugs
[198] bugs,here's
[198] here's,cuppla
[198] cuppla,non
[198] non,viruses
[197] hjelle_brian,virologist
[7] ianricksecker,time
[7] time,quit
[7] quit,pretending

Top Word Pairs in Tweet in G9:
[42] vacúnate,malaria
[41] vas,congo
[41] congo,viaje
[41] viaje,vacúnate
[41] malaria,otras
[41] otras,cosas
[41] cosas,antes
[40] avión,asegúrate
[39] antes,bajarte
[39] bajarte,avión

Top Word Pairs in Tweet in G10:
[4] nissatal,whywouldyou_uk
[4] iq15991967,6tk9cn1rb4a49b1
[3] emmettimanu,mayamurful
[3] mayamurful,michael__baskin
[3] daggerhaft,kateharrison52
[3] kateharrison52,oliverkbrown
[3] oliverkbrown,adam93452
[3] adam93452,israelies_21
[3] israelies_21,buckeye_ricky
[3] buckeye_ricky,peterjarvis14

Top Replied-To
Top Replied-To in Entire Graph:
@nothoodlum
@cnnbrasil
@adelanteatm
@jovempannews
@mysterysolvent
@melaniatrump
@beatriztalegon
@malaria_tv
@moghalukingsley
@fliemusic

Top Replied-To in G1:
@nothoodlum
@drharrythomas
@escapvelocity
@zackbornstein

Top Replied-To in G2:
@hospimilbolivar

Top Replied-To in G3:
@drobertalacerda
@drika_teixeiras
@eduardorosadoc5
@gfiuza_oficial
@andra60013650
@gdagostini1
@dranandaananias

Top Replied-To in G5:
@ianricksecker
@jantunen_matti

Top Replied-To in G7:
@seanhannity
@alma_2030
@rahulengti12
@jbass323
@vantuckyk
@who
@msf
@mikeroggers22
@sherwin11
@dangordonto

Top Replied-To in G8:
@yachtninky
@hjelle_brian

Top Replied-To in G9:
@delincuentia
@anaagp_1967
@javiernegre10
@partidazocope
@josette75879800
@adryro87
@marwanmusica
@vtecarlos1974
@alexvendetta69
@caquel__

Top Replied-To in G10:
@iq15991967
@folktayl
@manooleh
@daggerhaft

Top Mentioned
Top Mentioned in Entire Graph:
@nothoodlum
@gorka_orive
@ianricksecker
@drobertalacerda
@hjelle_brian
@dranandaananias
@edenbfkn
@tijitgraweyti
@lifenewshq
@mrmekzy_

Top Mentioned in G1:
@nothoodlum
@someanneenergy
@richardgillam7
@drharrythomas
@usedtobeandy
@clayraymore
@julia529

Top Mentioned in G2:
@breakspearmed
@colourmeamused_
@davichi__x
@_bbrrrr
@stigmabasen
@cordeiro
@kenkeluke
@ssimply_natty_
@sunday_akinjide
@wradigo

Top Mentioned in G3:
@drobertalacerda
@dranandaananias
@xfischer
@gfiuza_oficial
@mqueiroga2
@docentemonteiro
@luciana42105923
@macielthayza
@g_garc2
@busterscruggs12

Top Mentioned in G4:
@gorka_orive
@thelancetinfdis

Top Mentioned in G5:
@ianricksecker
@coronazeroch
@ficurlon
@siminstance

Top Mentioned in G6:
@edenbfkn
@tijitgraweyti
@samanthajpower
@zewdu_mawcha
@nyatmulugeta
@tsegumeli
@helen29328183
@wfp
@who
@hzbawi3

Top Mentioned in G7:
@who
@pmigov
@zeromalaria
@theglobalfight
@globalfund
@malariamustdie
@jennifergardy
@mesamalaria
@rajpanjabi
@aprilcmonroe

Top Mentioned in G8:
@hjelle_brian
@ianricksecker
@jonmladd
@nothoodlum

Top Mentioned in G9:
@feliciano_lopez
@santiagonavajas
@djokernole
@billgates
@ned06665981
@partidazocope
@rafaelnadal
@elliberal_com
@teresi_10
@javiernegre10

Top Mentioned in G10:
@whywouldyou_uk
@emmettimanu
@manooleh
@israelies_21
@peterjarvis14
@giheme
@namjoonandme12
@p3ng1z
@folktayl
@for_americans

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@jornalistavitor
@hrblock_21
@kanekos69
@elpoliticonews
@codedailybot
@serendipitysays
@inabster
@_dammyb_
@inspiteoftrump

Top Tweeters in G1:
@lechatnoire4
@cheezwitham
@teram323tere
@jamestoupin
@straitarrow10
@davidpsdem
@asmith702
@michelejeanson1
@iamforeverblue2
@rodneyclaeys

Top Tweeters in G2:
@elpoliticonews
@stigmabasen
@ptcruiserusa
@fiveminutewords
@inpoco
@modernghanaweb
@vippusao
@thearticletrunk
@currentiyke
@nonso_ik

Top Tweeters in G3:
@ezequiasns
@madrynha2012
@artinovar
@daysebarela
@bonnieximena
@cassiagontijo
@angelicaguirele
@sebastioregina1
@edcar1811
@valentinameyer

Top Tweeters in G4:
@mariposatuitera
@rosamar6254
@soledadranieri
@johnjonny1
@jabh44
@alejandrosig
@gtpintado
@bebesitaper04
@elbar6
@laporres

Top Tweeters in G5:
@kanekos69
@starleighsx
@marizsmn
@the_lady_red
@redboybroken
@cindycrum
@shareitarie10
@aspiemum
@purrmonsta
@mrtachilles

Top Tweeters in G6:
@ruftaaraya
@letebrhangebre1
@meditigray
@protect_tigray
@peacefromchrist
@awtash4
@elshada37075062
@voicetigray2021
@meharigebrihwe3
@lemlemgaltigray

Top Tweeters in G7:
@laura78703
@ewindham3
@remirol1956
@cilvrnum
@pierre018
@faryus88
@skatiq3
@yemialadee
@abukaalfred
@andomberhe5

Top Tweeters in G8:
@serendipitysays
@inabster
@inspiteoftrump
@menabster
@katcapps
@alcinx
@monasmitte
@46mingo
@aitch_el
@wstrohmacher

Top Tweeters in G9:
@getaparo
@infobae
@csar40137203
@o_g_log
@kamipony
@guilleneuve
@anaagp_1967
@jrealjavireal
@partidazocope
@esabocareloaded

Top Tweeters in G10:
@savtah8
@wurzel260654
@cool_grandad
@dlsmith0817
@michael__baskin
@whywouldyou_uk
@manifesto2000
@questionsin2014
@nkippur
@p3ng1z


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