Malaria, Twitter, 2/15/2020 1:48:34 AM, 221181


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Malaria_2020-02-14_17-10-28.xlsx
Malaria_2020-02-14_17-10-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 15, 2020
Short Description:
Malaria via NodeXL http://bit.ly/2UWrUkz
@realdonaldtrump
@flotus
@bridgetsterli19
@bud10818736
@fredros_inc
@globalfund
@gatesfoundation
@jatapps
@thankorgandonor
@_dumptytrumpty_

Top hashtags:
#malaria
#enterate
#cumana
#fuenoticia
#juventudgarantiadelapatria

Description:
Description
The graph represents a network of 6,027 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 Saturday, 15 February 2020 at 01:11 UTC.

The requested start date was Saturday, 15 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 22-hour, 32-minute period from Wednesday, 12 February 2020 at 10:14 UTC to Friday, 14 February 2020 at 08:47 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 : 6027
Unique Edges : 6406
Edges With Duplicates : 1387
Total Edges : 7793
Number of Edge Types : 4
Tweet : 1309
MentionsInRetweet : 3861
Replies to : 854
Mentions : 1769
Self-Loops : 1309
Reciprocated Vertex Pair Ratio : 0.0218400687876182
Reciprocated Edge Ratio : 0.0427465499831707
Connected Components : 1510
Single-Vertex Connected Components : 641
Maximum Vertices in a Connected Component : 571
Maximum Edges in a Connected Component : 1089
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.1518
Graph Density : 0.000163607168560154
Modularity : 0.792996
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 6,027 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 Saturday, 15 February 2020 at 01:11 UTC.

The requested start date was Saturday, 15 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 22-hour, 32-minute period from Wednesday, 12 February 2020 at 10:14 UTC to Friday, 14 February 2020 at 08:47 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:
[187] https://grandesmedios.com/malaria-mata-y-empobrece/
[24] https://elpais.com/elpais/2020/02/04/ciencia/1580815131_583571.html
[18] https://www.scientificamerican.com/article/to-fight-coronavirus-outbreak-doctors-deploy-drugs-targeting-hiv-malaria-and-ebola/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf230115080=1
[18] https://gytlaw.awsve.com/2020/02/13/pacientes-con-paludismo-o-malaria-viven-un-viacrucis-para-recibir-diagnostico-en-bolivar/
[16] https://albertonews.com/nacionales/pacientes-con-paludismo-o-malaria-viven-un-viacrucis-para-recibir-diagnostico-en-bolivar/
[13] http://gytlaw.awsve.com/2020/02/13/pacientes-con-paludismo-o-malaria-viven-un-viacrucis-para-recibir-diagnostico-en-bolivar/
[12] https://www.lapatilla.com/2020/02/13/pacientes-con-paludismo-o-malaria-viven-un-viacrucis-para-recibir-diagnostico-en-bolivar/
[11] https://www.scientificamerican.com/article/to-fight-coronavirus-outbreak-doctors-deploy-drugs-targeting-hiv-malaria-and-ebola/
[10] https://www.vtv.gob.ve/salud-ambiental-cerco-anti-malaria-municipio-sucre-portuguesa/
[9] https://www.elespectador.com/noticias/salud/la-zaga-el-15-de-la-poblacion-del-pacifico-puede-tener-malaria-sin-saberlo-articulo-904465

Top URLs in Tweet in G1:
[165] https://grandesmedios.com/malaria-mata-y-empobrece/
[9] https://elpais.com/elpais/2020/02/04/ciencia/1580815131_583571.html
[6] https://www.scientificamerican.com/article/to-fight-coronavirus-outbreak-doctors-deploy-drugs-targeting-hiv-malaria-and-ebola/
[5] https://actualidad.rt.com/actualidad/342302-coronavirus-gripe-malaria-sarampion-muertes-infografia
[5] https://www.lapatilla.com/2020/02/13/pacientes-con-paludismo-o-malaria-viven-un-viacrucis-para-recibir-diagnostico-en-bolivar/
[5] https://www.latimes.com/science/story/2020-02-13/fighting-covid-19-with-drugs-targeting-hiv-malaria-ebola
[4] https://khn.org/news/to-fight-chinese-outbreak-doctors-deploy-drugs-targeting-hiv-malaria-and-ebola/?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/thesignalng/status/1227458857443774470
[3] https://gobnewsonline.com/2020/02/12/our-mandate-is-to-eradicate-malaria-this-year-says-ccf-boss/
[3] https://www.ncbi.nlm.nih.gov/pubmed/30959568?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[9] https://www.vtv.gob.ve/salud-ambiental-cerco-anti-malaria-municipio-sucre-portuguesa/
[1] http://www.mpps.gob.ve/index.php/sala-de-prensa/noticias-regionales/288-salud-ambiental-activan-cerco-anti-malaria-en-municipio-sucre

Top URLs in Tweet in G3:
[1] https://twitter.com/mysterysolvent/status/1228179657922498562
[1] https://news.abs-cbn.com/news/02/13/20/philippines-on-track-to-eradicate-malaria-by-2030-who?fbclid=IwAR1LNzY5hf2vTFKM6tPUBC7OZAq8HcrWxcP42azA3uhm82AY7WZpfR1QCx0

Top URLs in Tweet in G5:
[3] https://phys.org/news/2020-02-malaria-parasite.html
[2] https://charityfilmawards.com/videos/strengthening-ugandas-response-to-malaria
[2] https://phys.org/news/2020-01-malaria-amazon-deforestation.html
[1] https://www.kemri.org/kash-2/#1580980700860-c48a9e29-31c3
[1] http://bit.ly/2GUaI6W
[1] https://endmalaria.org/events/15th-annual-meeting-rbm-partnership-end-malaria-vector-control-working-group
[1] https://twitter.com/SwissTPH/status/1227908768215814144
[1] http://www.mesamalaria.org/updates/rstmh-call-applications-small-grants-2020
[1] http://www.mesamalaria.org/updates/swiss-tph-call-applications-4-week-malaria-course-tanzania
[1] https://www.eventbrite.com/e/malaria-vector-biology-and-control-world-malaria-day-symposium-tickets-89660626347

Top URLs in Tweet in G6:
[1] https://twitter.com/BUK_Campus/status/1228035014195109889

Top URLs in Tweet in G7:
[1] https://twitter.com/mattwridley/status/1228055744735567872

Top URLs in Tweet in G8:
[2] https://www.standard.co.uk/news/uk/brexit-could-lead-to-spread-of-infectious-diseases-such-as-supergonorrhoea-health-chief-warns-a3898186.html
[1] https://www.theguardian.com/uk/1999/aug/30/jamiewilson

Top URLs in Tweet in G9:
[1] https://twitter.com/realdonaldtrump/status/1227958133550649346
[1] https://www.sfgate.com/news/education/article/California-school-to-be-named-for-Michelle-Obama-15052672.php?utm_campaign=socialflow&utm_source=facebook.com&utm_medium=referral&fbclid=IwAR2YwHPTdFWH0fyak1IcFvLUFuACJCQ1KTGyn5QnCemRXWUY8TNWplgkDHQ&utm_campaign=CMS%20Sharing%20Tools%20(Desktop)&utm_source=t.co&utm_medium=referral
[1] https://twitter.com/nbcnews/status/1227980925977452545
[1] https://www.politicalflare.com/2020/02/melania-implores-governors-spouses-to-stop-cyberbullying-in-their-states-immediately/

Top URLs in Tweet in G10:
[1] https://twitter.com/JoyceWhiteVance/status/1227950093137063942
[1] https://twitter.com/CBSNews/status/1227779368639922176

Top Domains
Top Domains in Tweet in Entire Graph:
[203] twitter.com
[187] grandesmedios.com
[37] scientificamerican.com
[35] awsve.com
[31] nih.gov
[29] elpais.com
[27] youtube.com
[19] elespectador.com
[16] albertonews.com
[12] latimes.com

Top Domains in Tweet in G1:
[165] grandesmedios.com
[89] twitter.com
[14] scientificamerican.com
[12] elpais.com
[10] dlvr.it
[10] smh.re
[8] nih.gov
[6] instagram.com
[6] latimes.com
[5] ac.uk

Top Domains in Tweet in G2:
[10] gob.ve

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

Top Domains in Tweet in G5:
[5] phys.org
[2] charityfilmawards.com
[2] mesamalaria.org
[2] deutschland.de
[1] kemri.org
[1] bit.ly
[1] endmalaria.org
[1] twitter.com
[1] eventbrite.com
[1] swisstph.ch

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] co.uk
[1] theguardian.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[395] malaria
[133] enterate
[53] cumana
[49] fuenoticia
[43] juventudgarantiadelapatria
[35] entérate
[34] coronavirus
[33] lassafever
[29] tb
[27] justiciacontraelbloqueo



Top Hashtags in Tweet in G1:
[46] malaria
[10] h2020
[10] euhealthresearch
[10] researchimpacteu
[6] coronavirus
[5] africa
[5] tropicalmedicine
[3] yellowfever
[3] health
[3] hiv

Top Hashtags in Tweet in G2:
[133] enterate
[53] cumana
[49] fuenoticia
[43] juventudgarantiadelapatria
[35] entérate
[23] justiciacontraelbloqueo
[10] yoamocumaná
[9] notisalud
[8] 2/14/2020 12:00:00 AM
[8] 0.5

Top Hashtags in Tweet in G3:
[2] philippines
[1] bebreast
[1] dumbdonald
[1] moroninchief
[1] iq45
[1] leningradlindsey

Top Hashtags in Tweet in G5:
[43] malaria
[25] heidelberg
[24] kenya
[23] kashconference
[17] earlycareer
[17] globalhealth
[5] womeninscience
[4] rbmvcwg
[4] womeninscienceday
[3] uhc

Top Hashtags in Tweet in G9:
[5] bebest
[5] bullyibchief
[1] swampcreature
[1] 45pieceontheside
[1] carnivalbarkingclown
[1] michelleobama
[1] whitehouse
[1] resignnowtrump
[1] trumpswamp

Top Hashtags in Tweet in G10:
[1] bebest
[1] malaria

Top Words
Top Words in Tweet in Entire Graph:
[2262] Words in Sentiment List#1: Positive
[2451] Words in Sentiment List#2: Negative
[48] Words in Sentiment List#3: Angry/Violent
[108903] Non-categorized Words
[113616] Total Words
[3473] malaria
[395] #malaria
[344] man
[333] casos
[330] mr

Top Words in Tweet in G1:
[780] malaria
[166] acabar
[166] áfrica
[88] mata
[83] empobrece
[83] intentamos
[82] lucha
[82] mortal
[82] ruinosa
[59] hiv

Top Words in Tweet in G2:
[220] fermariortega
[204] lossifontes
[191] cumaná
[191] alcalde
[175] combatiente
[174] malaria
[133] #enterate
[110] contra
[92] plan
[91] cumana

Top Words in Tweet in G3:
[324] mr
[324] man
[170] bridgetsterli19
[163] old
[162] more
[162] boobs
[162] amirite
[162] once
[162] again
[162] nice

Top Words in Tweet in G4:
[267] casos
[134] millones
[134] 000
[134] muertos
[134] 2018
[133] gripe
[133] eeuu
[133] temporada
[133] 19
[133] 10

Top Words in Tweet in G5:
[87] malaria
[43] #malaria
[34] research
[29] faithosier
[28] kemri_wellcome
[26] head
[25] group
[25] #heidelberg
[24] en_germany
[24] eliminate

Top Words in Tweet in G6:
[97] buk_campus
[96] those
[95] dear
[95] jjc
[95] buk
[95] girls
[95] allow
[95] chewing
[95] gum
[95] boy

Top Words in Tweet in G7:
[96] guardian
[96] newspaper
[96] famously
[96] predicted
[96] back
[96] 1999
[96] year
[96] 2020
[96] spain
[96] ridden

Top Words in Tweet in G8:
[92] supportourlefty
[92] climate
[92] predictions
[91] apocalyptic
[91] 2020
[91] guardian
[91] 1999
[91] apparently
[91] spain
[91] ridden

Top Words in Tweet in G9:
[138] gt
[58] malaria
[26] flotus
[19] realdonaldtrump
[14] cover
[13] vogue
[13] essenviews
[12] gold
[12] digging
[12] crap's

Top Words in Tweet in G10:
[50] malaria
[14] nightlypolitics
[13] acosta
[10] trump
[8] mysterysolvent
[6] coat
[5] always
[4] something
[4] _dumptytrumpty_
[4] b52malmet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[328] mr,man
[224] spain,ridden
[173] combatiente,fermariortega
[166] man,boobs
[164] man,more
[164] more,mr
[164] boobs,amirite
[164] amirite,once
[164] once,again
[164] again,nice

Top Word Pairs in Tweet in G1:
[83] malaria,mata
[83] mata,empobrece
[83] empobrece,intentamos
[83] intentamos,acabar
[83] acabar,áfrica
[82] lucha,áfrica
[82] áfrica,acabar
[82] acabar,mortal
[82] mortal,ruinosa
[82] ruinosa,malaria

Top Word Pairs in Tweet in G2:
[173] combatiente,fermariortega
[72] alcalde,lossifontes
[68] fermariortega,despliegan
[68] alcalde,cumana
[67] pdta,imasocial
[67] imasocial,elaboró
[67] elaboró,diagnósticos
[67] entregó,ripio
[67] ripio,enceres
[66] cumaná,#enterate

Top Word Pairs in Tweet in G3:
[324] mr,man
[162] man,more
[162] more,mr
[162] man,boobs
[162] boobs,amirite
[162] amirite,once
[162] once,again
[162] again,nice
[162] nice,rack
[162] rack,agolf

Top Word Pairs in Tweet in G4:
[134] millones,casos
[134] 000,muertos
[133] gripe,eeuu
[133] eeuu,temporada
[133] temporada,19
[133] 19,millones
[133] casos,10
[133] 10,000
[133] muertos,sarampión
[133] sarampión,2018

Top Word Pairs in Tweet in G5:
[26] head,#malaria
[25] #malaria,research
[25] research,group
[24] eliminate,malaria
[24] malaria,biggest
[24] biggest,goal
[24] goal,faithosier
[24] faithosier,#kenya
[24] #kenya,head
[24] group,#heidelberg

Top Word Pairs in Tweet in G6:
[95] dear,jjc
[95] jjc,buk
[95] buk,girls
[95] girls,allow
[95] allow,those
[95] those,chewing
[95] chewing,gum
[95] gum,boy
[95] boy,friends
[95] friends,take

Top Word Pairs in Tweet in G7:
[96] guardian,newspaper
[96] newspaper,famously
[96] famously,predicted
[96] predicted,back
[96] back,1999
[96] 1999,year
[96] year,2020
[96] 2020,spain
[96] spain,ridden
[96] ridden,malaria

Top Word Pairs in Tweet in G8:
[92] climate,predictions
[91] apocalyptic,climate
[91] predictions,2020
[91] 2020,guardian
[91] guardian,1999
[91] 1999,apparently
[91] apparently,spain
[91] spain,ridden
[90] supportourlefty,apocalyptic
[90] ridden,ma

Top Word Pairs in Tweet in G9:
[137] gt,gt
[12] flotus,vogue
[12] vogue,cover
[12] cover,malaria
[12] malaria,gold
[12] gold,digging
[12] digging,crap's
[12] crap's,going
[12] going,hit
[12] hit,fan

Top Word Pairs in Tweet in G10:
[9] acosta,malaria
[5] nightlypolitics,malaria
[4] malaria,always
[3] epstein,visa
[3] 1jasliz,voicesresisting
[3] voicesresisting,b52malmet
[3] b52malmet,bearmanshannon
[3] bearmanshannon,aynrandpaulryan
[3] aynrandpaulryan,shannonritenour
[3] shannonritenour,lfkraus

Top Replied-To
Top Replied-To in Entire Graph:
@acosta
@nightlypolitics
@essenviews
@mysterysolvent
@reheadsworth
@flotus
@osi_suave
@mollymckew
@hoarsewisperer
@thesignalng

Top Replied-To in G1:
@safinnngo

Top Replied-To in G2:
@anaderodriguez_
@biristay1980
@adriana_cas70

Top Replied-To in G3:
@bridgetsterli19
@kalleemerra
@shannygasm
@jozieozie
@normsmusic

Top Replied-To in G5:
@thumbimwangi
@ideal_kemri_wt
@pedieureka

Top Replied-To in G6:
@buk_campus

Top Replied-To in G8:
@supportourlefty

Top Replied-To in G9:
@essenviews
@flotus
@realdonaldtrump
@lifesafeast
@tlo7154
@bellisima107
@mapletommy
@thatsrosalyn
@brucel59
@liberte1787

Top Replied-To in G10:
@acosta
@nightlypolitics
@mysterysolvent
@topdogbea_
@_dumptytrumpty_
@tomandsteffani
@mzresister2u
@joaniereb
@b52malmet
@jjsmokkieboy57

Top Mentioned
Top Mentioned in Entire Graph:
@fermariortega
@lossifontes
@bridgetsterli19
@chselles
@tan123
@buk_campus
@supportourlefty
@1chavistamaduro
@adriana_cas70
@cainecagua

Top Mentioned in G1:
@ies_ellacuria
@kennethimoe29

Top Mentioned in G2:
@fermariortega
@lossifontes
@1chavistamaduro
@adriana_cas70
@cainecagua
@malave22nak
@tattianacc5
@vtvcanal8
@anaderodriguez_
@nicolasmaduro

Top Mentioned in G3:
@bridgetsterli19
@kalleemerra
@bagaluesunab
@shannygasm

Top Mentioned in G4:
@chselles

Top Mentioned in G5:
@faithosier
@kemri_wellcome
@en_germany
@mesamalaria
@rstmh
@heru_kemri_wt
@ideal_kemri_wt
@tsofab
@hivres_kemri_wt
@fr

Top Mentioned in G6:
@buk_campus
@jerh_jerh

Top Mentioned in G7:
@tan123

Top Mentioned in G8:
@supportourlefty
@peterhexpat

Top Mentioned in G9:
@flotus
@realdonaldtrump
@mason4922
@essenviews
@potus
@whitehouse
@realjameswoods
@okkie48
@gtconway3d
@lenin

Top Mentioned in G10:
@nightlypolitics
@akafbr
@voicesresisting
@b52malmet
@bearmanshannon
@aynrandpaulryan
@shannonritenour
@lfkraus
@tonypapa9
@mollyjongfast

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@pulpnews
@tecnovedosos
@grandesmedios
@clubeditorial
@lecturas24h
@repartodigital
@temaglobal
@difusion365
@lapublicacion

Top Tweeters in G1:
@pulpnews
@tecnovedosos
@grandesmedios
@clubeditorial
@lecturas24h
@temaglobal
@difusion365
@lapublicacion
@apunteindicado
@infotextual

Top Tweeters in G2:
@vtvcanal8
@tattianacc5
@anaderodriguez_
@cainecagua
@zikdalth_13
@yinette
@eduarport
@yasmi70
@roiltmancortes
@anonimuschino

Top Tweeters in G3:
@ishagshafeeg
@drpatfarrell
@betsy_manning
@rosiem1919
@alasscanisback
@ckkoch3
@elmer_a_chile
@psychichealerc
@solomankarl
@kimhalliburton

Top Tweeters in G4:
@quelcolom
@patysd12
@guillem94_
@kaesarboiisss
@tanit00
@salcerva
@ladychapuzas
@davidcaton77
@tonirocat
@verdejomar

Top Tweeters in G5:
@physorg_com
@conversationuk
@fr
@ian4oyarow
@np_grwl
@1stdarwin
@johnshopkinssph
@csic
@womeningh
@nathnac

Top Tweeters in G6:
@altaaf_rfg
@mikassim
@gidado_jnr
@mukty90
@_ceaser__
@fouadmuhd
@ameenu_kutama
@sadeeqkurfi
@ibabyzee_
@m_rabiuumar

Top Tweeters in G7:
@maegan_laporte
@shellykennisto1
@andyhammers
@bruce_bwkm
@russjensen5
@tan123
@barryjwoods
@jrbixby
@anthea_bailey
@omgthemess

Top Tweeters in G8:
@magicdmw
@polly_politics
@las2950
@walshr108
@sileer
@johndmtb
@captainbartlet3
@elizroy52
@mjc_cook
@feargalthecat

Top Tweeters in G9:
@chriskirouac
@time
@helenmag
@lifesafeast
@sfgate
@malcolmnance
@heyirish
@doyennesolace
@still2gether
@avamoor34816208

Top Tweeters in G10:
@just_old_joe
@patta47cake
@deemoney521
@b52malmet
@lfkraus
@1jasliz
@bearmanshannon
@dawnresist
@jawja100
@cruellaisdevine