Malaria, Twitter, 7/29/2022 3:46:47 PM, 279684


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Malaria_2022-07-29_07-09-41.xlsx
Malaria_2022-07-29_07-09-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 29, 2022
Short Description:
Malaria via NodeXL https://bit.ly/3bidPIS
@idcobot
@globalfund
@temie123
@who
@tsige121
@cremechic11
@teanasabawian
@boghuma
@fitterhappieraj
@malarianomore

Top hashtags:
#malaria
#tigray
#health
#mekelle
#naijafarmertips
#cholera
#fightforwhatcounts
#1point2billion

Description:
Description
The graph represents a network of 8,358 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, 29 July 2022 at 14:16 UTC.

The requested start date was Friday, 29 July 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 2-day, 6-hour, 38-minute period from Tuesday, 26 July 2022 at 17:19 UTC to Thursday, 28 July 2022 at 23:58 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 : 8358
Unique Edges : 4988
Edges With Duplicates : 10668
Total Edges : 15656
Number of Edge Types : 5
Retweet : 4733
MentionsInRetweet : 5657
Tweet : 1307
Replies to : 1364
Mentions : 2595
Self-Loops : 1351
Reciprocated Vertex Pair Ratio : 0.0138855922145739
Reciprocated Edge Ratio : 0.0273908463069179
Connected Components : 1821
Single-Vertex Connected Components : 689
Maximum Vertices in a Connected Component : 1802
Maximum Edges in a Connected Component : 6396
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.162575
Graph Density : 0.000122308780894277
Modularity : 0.552686
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,358 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, 29 July 2022 at 14:16 UTC.

The requested start date was Friday, 29 July 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 2-day, 6-hour, 38-minute period from Tuesday, 26 July 2022 at 17:19 UTC to Thursday, 28 July 2022 at 23:58 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:
[21] https://thehill.com/changing-america/well-being/prevention-cures/3576246-malaria-vaccine-in-clinical-trials-could-reduce-deaths-by-75-percent/
[15] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fthelancet.com%2Fjournals%2Flanmic%2Fissue%2Fcurrent&rc=0
[14] https://thehill.com/opinion/international/3574351-new-vaccines-and-global-partnerships-can-end-malaria-as-we-know-it/
[11] https://punchng.com/nigeria-losing-1bn-annually-to-malaria-reps/?utm_medium=Social&utm_source=Twitter#Echobox=1658938687
[10] https://www.malariaworld.org/blogs/call-for-inputs-to-the-anopheles-stephensi-deep-dive
[9] https://twitter.com/TeanaSabawian/status/1551906554865192960
[9] https://www.reuters.com/business/healthcare-pharmaceuticals/malaria-deaths-rise-by-69000-2020-due-covid-19-disruptions-says-who-2021-12-06/
[6] https://yarichtech.com/
[6] https://healthwise.punchng.com/nimr-discovers-new-malaria-vector-in-northern-nigeria/
[6] https://lynedge.com/

Top URLs in Tweet in G1:
[4] https://thehill.com/changing-america/well-being/prevention-cures/3576246-malaria-vaccine-in-clinical-trials-could-reduce-deaths-by-75-percent/
[4] https://tropeninstitut.de/
[3] https://genomediscovery.org/2018/02/natural-product-based-anti-infective-therapy-baicalein-inhibits-hepatitis-b-c-dengue-zika-ebola-hiv-1-mtb-malaria-cmv-influenza-h1ni1-respiratory-syncytial-sindbis-and-sfv-viruses-by-incre/
[3] https://www.sciencedaily.com/releases/2022/07/220728143033.htm?utm_source=dlvr.it&utm_medium=twitter
[2] https://mycandles.blogspot.com/2021/01/mission-impossible-reverend-francis.html
[2] https://www.hsph.harvard.edu/news/features/multidisciplinary-approach-to-eradicating-malaria-leadership-course/
[2] https://twitter.com/jayythedope/status/1552287604900503553
[2] https://twitter.com/sudheerktm/status/1552262328770392065
[2] https://twitter.com/joncoopertweets/status/1552265962476511232
[2] https://www.otowngist.com/2022/07/28/bauchi-govt-targets-2-million-children-under-five-for-anti-malaria-therapy/

Top URLs in Tweet in G2:
[9] https://twitter.com/TeanaSabawian/status/1551906554865192960
[5] https://twitter.com/MediaUmd/status/1550968686931939328
[4] https://umdmedia.com/2022/07/update-on-health-outbreaks-in-tigray-health-professionals-in-besieged-region-call-for-an-urgent-help/
[2] https://twitter.com/TeanaSabawian/status/1551906556882681858
[2] https://www.who.int/news/item/25-02-2021-el-salvador-certified-as-malaria-free-by-who
[1] https://twitter.com/BurbridgeDuke/status/1550661795018309632
[1] https://twitter.com/WHOEthiopia/status/1551564962128093185
[1] https://twitter.com/teanasabawian/status/1551906554865192960
[1] https://twitter.com/Tigrai_TV/status/1551121983571632128
[1] https://twitter.com/MediaUmd/status/1552711971664830464

Top URLs in Tweet in G3:
[10] https://www.malariaworld.org/blogs/call-for-inputs-to-the-anopheles-stephensi-deep-dive
[6] https://healthwise.punchng.com/nimr-discovers-new-malaria-vector-in-northern-nigeria/
[5] https://lifecentremedicals.com/bookings
[4] https://thehill.com/opinion/international/3574351-new-vaccines-and-global-partnerships-can-end-malaria-as-we-know-it/
[4] https://guardian.ng/news/nimr-discovers-new-malaria-vector-in-northern-nigeria/
[4] https://guardian.ng/news/nimr-discovers-new-malaria-vector-in-northern-nigeria/?utm_term=Autofeed&echobox=twitter_post&utm_medium=Social&utm_source=Twitter#Echobox=1658825880
[3] https://dailytrust.com/new-malaria-vector-discovered-in-northern-nigeria-research-institute
[3] https://www.gavi.org/news/media-room/gavi-opens-applications-malaria-vaccine-rollout-support
[3] https://www.urgentdagir.org/
[2] https://www.youtube.com/channel/UCyXCVM2hGvvw3fpl8k6B25g

Top URLs in Tweet in G4:
[4] https://en.wikipedia.org/wiki/Malaria
[1] https://twitter.com/RageSheen/status/1552041021122682880
[1] https://twitter.com/fitterhappierAJ/status/1552792325499265030
[1] https://sickle-cell.com/clinical/malaria
[1] https://twitter.com/_mbdr_/status/1552267009693466624?s=21&t=sWfcpcaRirjTERqskku9og
[1] https://twitter.com/tryangregory/status/1551930952179400705
[1] https://twitter.com/_mbdr_/status/1552591503872196608?t=DVsOwdkT6UWc0XF-QLnmhQ&s=19
[1] https://twitter.com/TRyanGregory/status/1552306992777158656
[1] https://twitter.com/_mbdr_/status/1551913891445280769

Top URLs in Tweet in G5:
[1] https://twitter.com/cremechic11/status/1552061955724038144

Top URLs in Tweet in G9:
[5] https://yarichtech.com/
[1] https://finance.yahoo.com/news/extreme-heat-climate-change-increase-164800882.html
[1] https://twitter.com/MoHFW_INDIA/status/1552597125934219264
[1] https://hvivo.com/human-challenge-models/malaria/
[1] https://twitter.com/OpenOrphan/status/1552533692727398402

Top URLs in Tweet in G10:
[11] https://punchng.com/nigeria-losing-1bn-annually-to-malaria-reps/?utm_medium=Social&utm_source=Twitter#Echobox=1658938687

Top Domains
Top Domains in Tweet in Entire Graph:
[234] twitter.com
[35] thehill.com
[30] one.org
[21] youtube.com
[19] punchng.com
[15] nih.gov
[15] elsevierhealth.com
[11] globalcitizen.org
[11] biorxiv.org
[11] who.int

Top Domains in Tweet in G1:
[111] twitter.com
[26] one.org
[8] nih.gov
[7] com.ng
[4] thehill.com
[4] tropeninstitut.de
[4] t.co
[4] sciencedaily.com
[3] blogspot.com
[3] youtube.com

Top Domains in Tweet in G2:
[22] twitter.com
[4] umdmedia.com
[3] who.int
[1] ac.uk
[1] untalent.org

Top Domains in Tweet in G3:
[28] twitter.com
[10] malariaworld.org
[8] guardian.ng
[6] punchng.com
[5] globalcitizen.org
[5] lifecentremedicals.com
[5] gavi.org
[4] thehill.com
[4] dailytrust.com
[4] ac.uk

Top Domains in Tweet in G4:
[7] twitter.com
[4] wikipedia.org
[1] sickle-cell.com

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

Top Domains in Tweet in G9:
[5] yarichtech.com
[2] twitter.com
[1] yahoo.com
[1] hvivo.com

Top Domains in Tweet in G10:
[11] punchng.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[701] malaria
[564] tigray
[181] health
[164] mekelle
[132] naijafarmertips
[96] cholera
[63] fightforwhatcounts
[55] 1point2billion
[50] kemyaat1
[45] endtigraysiege



Top Hashtags in Tweet in G1:
[23] malaria
[20] papuaindonesia
[18] sdmpapuasemakininovatif
[4] bbnaija
[3] publichealth
[3] health
[3] vaccine
[3] clinicaltrials
[3] pylibredemalaria
[3] bbnaijas7

Top Hashtags in Tweet in G2:
[537] tigray
[253] malaria
[139] health
[139] mekelle
[93] cholera
[45] endtigraysiege
[18] reconnecttigray
[12] tigraygenocide
[12] semeraconcentrationcamp
[8] health_issues

Top Hashtags in Tweet in G3:
[210] malaria
[61] fightforwhatcounts
[54] 1point2billion
[50] kemyaat1
[30] endmalaria
[16] zeromalariayouthke
[16] kemyat1
[14] nigeria
[13] anopheles
[11] tb

Top Hashtags in Tweet in G7:
[132] naijafarmertips

Top Hashtags in Tweet in G9:
[20] malaria
[19] dengue
[5] mosquitos
[4] yarichtech
[4] mosqclear
[4] mosquitotrap
[4] mosquitokill
[2] nashik
[2] infectious
[2] disease

Top Words
Top Words in Tweet in Entire Graph:
[5158] malaria
[701] #malaria
[669] people
[617] deaths
[577] disease
[505] one
[502] more
[494] health
[449] tigray
[441] outbreaks

Top Words in Tweet in G1:
[743] malaria
[47] hiv
[44] aids
[43] ment
[43] help
[38] nigeria
[37] people
[33] tuberculosis
[32] more
[32] year

Top Words in Tweet in G2:
[494] people
[430] disease
[418] tigray
[399] #tigray
[336] outbreaks
[312] cases
[305] children
[302] health
[299] malaria
[282] due

Top Words in Tweet in G3:
[541] malaria
[236] malariayouthke
[210] #malaria
[126] endmalariakenya
[106] fight
[98] kenya
[87] globalfund
[85] against
[84] back
[84] youth

Top Words in Tweet in G4:
[292] fitterhappieraj
[283] immunity
[276] infections
[275] one
[275] maintain
[273] difficult
[272] counter
[271] beliefs
[271] steady
[271] state

Top Words in Tweet in G5:
[508] deaths
[288] malaria
[283] healthcare
[258] cremechic11
[256] privatized
[256] nigeria
[255] 300
[255] 000
[254] reduce
[254] knowing

Top Words in Tweet in G6:
[222] clase
[222] siglo
[222] xviii
[222] plaga
[222] viruela
[222] malaria
[222] cólera
[222] sarampión
[222] leyes
[222] laborales

Top Words in Tweet in G7:
[139] malaria
[135] mosquito
[134] nig_farmer
[133] mosquitoes
[132] #naijafarmertips
[132] season
[132] protect
[132] yourself
[132] family
[132] against

Top Words in Tweet in G8:
[94] boghuma
[94] time
[94] polio
[94] resurgent
[94] monkeypox
[94] re
[94] emerging
[94] marbug
[94] ebola
[94] outbreaks

Top Words in Tweet in G9:
[25] malaria
[20] #malaria
[19] #dengue
[14] क
[12] yahoofinance
[12] disease
[12] र
[11] openorphan
[11] insightful
[11] report

Top Words in Tweet in G10:
[67] enough
[66] ade_authority
[66] wasn
[66] hungry
[66] particular
[66] evening
[66] went
[66] restaurant
[66] myself
[66] told

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[275] malaria,deaths
[273] one,difficult
[273] difficult,beliefs
[273] beliefs,counter
[273] counter,infections
[273] infections,maintain
[273] maintain,steady
[273] steady,state
[273] state,protective
[273] protective,immunity

Top Word Pairs in Tweet in G1:
[39] ment,malaria
[34] hiv,aids
[31] aids,malaria
[28] malaria,tuberculosis
[26] end,hiv
[25] ve,added
[25] added,name
[25] name,help
[25] help,end
[25] tuberculosis,save

Top Word Pairs in Tweet in G2:
[265] people,suffering
[249] children,mothers
[249] mothers,elderly
[249] elderly,people
[249] suffering,completely
[226] completely,treatable
[226] treatable,disease
[226] disease,many
[226] many,people
[226] people,died

Top Word Pairs in Tweet in G3:
[79] malaria,youth
[73] tb,malaria
[70] fight,against
[63] aids,tb
[60] ongoing,induction
[59] induction,seminar
[50] kenya,malaria
[50] youth,army
[46] back,track
[43] hiv,aids

Top Word Pairs in Tweet in G4:
[271] one,difficult
[271] difficult,beliefs
[271] beliefs,counter
[271] counter,infections
[271] infections,maintain
[271] maintain,steady
[271] steady,state
[271] state,protective
[271] protective,immunity
[271] immunity,took

Top Word Pairs in Tweet in G5:
[255] 300,000
[254] privatized,healthcare
[254] healthcare,reduce
[254] reduce,300
[254] 000,malaria
[254] malaria,deaths
[254] deaths,nigeria
[254] nigeria,knowing
[254] knowing,deaths
[253] cremechic11,privatized

Top Word Pairs in Tweet in G6:
[222] clase,siglo
[222] siglo,xviii
[222] xviii,plaga
[222] plaga,viruela
[222] viruela,malaria
[222] malaria,cólera
[222] cólera,sarampión
[222] sarampión,leyes
[222] leyes,laborales
[222] laborales,jornadas

Top Word Pairs in Tweet in G7:
[132] #naijafarmertips,mosquitoes
[132] mosquitoes,season
[132] season,protect
[132] protect,yourself
[132] yourself,family
[132] family,against
[132] against,mosquito
[132] mosquito,malaria
[132] malaria,solution
[132] solution,slice

Top Word Pairs in Tweet in G8:
[94] time,polio
[94] polio,resurgent
[94] resurgent,monkeypox
[94] monkeypox,re
[94] re,emerging
[94] emerging,marbug
[94] marbug,ebola
[94] ebola,outbreaks
[94] outbreaks,becoming
[94] becoming,more

Top Word Pairs in Tweet in G9:
[14] #malaria,#dengue
[11] insightful,yahoofinance
[11] yahoofinance,report
[11] report,highlighting
[11] highlighting,vector
[11] vector,borne
[11] borne,disease
[11] disease,africa
[11] africa,such
[11] such,#malaria

Top Word Pairs in Tweet in G10:
[66] wasn,enough
[66] enough,hungry
[66] hungry,particular
[66] particular,evening
[66] evening,went
[66] went,restaurant
[66] restaurant,myself
[66] myself,told
[65] ade_authority,wasn
[65] told,wan

Top Replied-To
Top Replied-To in Entire Graph:
@dayoamusa
@malariayouthke
@damiadenuga
@malaria_tv
@fatherofcharity
@mybmc
@elofthestreet
@zainabuuu__
@naija_pr
@adeniyi_deoluwa

Top Replied-To in G1:
@mcnellore4u

Top Replied-To in G2:
@teanasabawian
@basilios17
@malariayouthrca
@saludsv
@prensagrafica

Top Replied-To in G3:
@malariayouthke
@justintrudeau
@jdebitha
@evamuthuuri
@hsdf_ng
@pmigov
@mhairiblack
@charlesjkenny
@rosalianjoseph
@impsanteafrique

Top Replied-To in G4:
@_mbdr_
@fitterhappieraj
@tryangregory
@birdsonbranch1
@kementri
@danaparish

Top Replied-To in G5:
@bigbrutha_
@cremechic11
@toornie
@kanayookoh_
@esibobbie

Top Replied-To in G7:
@boss_oxide
@saayite

Top Replied-To in G9:
@nhmodisha
@news24tvchannel
@openorphan
@manickamtagore
@drmanishmohang1

Top Replied-To in G10:
@mobilepunch
@housengr
@ade_authority
@_lifeofzain

Top Mentioned
Top Mentioned in Entire Graph:
@fitterhappieraj
@edenbfkn
@cremechic11
@teanasabawian
@darkmoonselina
@malariayouthke
@mediaumd
@tigraykwgeheu
@nig_farmer
@endmalariakenya

Top Mentioned in G1:
@drlboominathan
@mccandlessp
@qradiochoco
@ncholia
@djjamzy_
@warringtonming2
@heisdhammie
@carolsenna61
@realunyemo
@kittykat484

Top Mentioned in G2:
@edenbfkn
@teanasabawian
@mediaumd
@tigraykwgeheu
@who
@michelcillard
@alena____a
@beti_jackson_
@soloda12
@saludsv

Top Mentioned in G3:
@malariayouthke
@endmalariakenya
@globalfund
@dnmpkenya
@justintrudeau
@alma_2030
@gavi
@cafreeland
@harjitsajjan
@gaviseth

Top Mentioned in G4:
@fitterhappieraj
@_mbdr_
@tryangregory
@beansprouts_mom
@windyridgefarm1
@dianaberrent
@laurieallee
@dgurdasani1
@heunicke
@dksundhed

Top Mentioned in G5:
@cremechic11
@urchilla01
@kenechuqu
@samlogic_
@tope_soft
@mazigerald
@toornie
@deeq58
@robinaxog

Top Mentioned in G6:
@darkmoonselina

Top Mentioned in G7:
@nig_farmer
@christianpius10
@boss_oxide

Top Mentioned in G8:
@boghuma
@fitterhappieraj
@cremechic11

Top Mentioned in G9:
@yahoofinance
@openorphan
@sciencereporte1
@yarichtech
@mohfw_india
@drmanishmohang1
@mansukhmandviya
@nimr_delhi
@nssrdd
@pib_india

Top Mentioned in G10:
@ade_authority
@housengr
@mobilepunch
@cremechic11

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@zyitegadgets
@andyvermaut
@mobiquotes
@freiewelteu
@roblwilson
@1denmadrid
@becaes_
@yymods
@thehill

Top Tweeters in G1:
@zyitegadgets
@andyvermaut
@mobiquotes
@freiewelteu
@radioafricana
@ptcruiserusa
@nigeriantribune
@canaltn8
@olganm7
@expresso

Top Tweeters in G2:
@nigsti_tigray
@prensagrafica
@romhai_h
@jmescoda
@netsigual
@sabaalem6_sabi
@tsrha_kw
@meserehiluf
@mulu999344782
@kirosawitr

Top Tweeters in G3:
@nilimajumder
@reuters
@daily_trust
@magarya
@macbeestje
@cjdjam
@wordfinga
@monitor_ph
@die_primel
@tv9marathi

Top Tweeters in G4:
@cotey_mary
@wildwalkerwoman
@darylgibson
@barbiewithatude
@comtesset
@paulpaul49
@inforenique
@hughjaeger
@michael_kunz
@alykhansatchu

Top Tweeters in G5:
@ezxmuoh
@waweru
@oluwej
@siralfredson
@getmebayo
@chicasa
@cremechic11
@funanyachukwu
@riezseulement
@cchukudebelu

Top Tweeters in G6:
@lorena_ep_
@yourmung
@_ladybyron
@lectoadicto_
@luxandlan
@agrestyles
@roxiabi
@conejovampiro
@darkmoonselina
@betqueer

Top Tweeters in G7:
@israelawolowo
@emmablackkeys
@mrpa_johnson
@gq23401
@amsarlurv
@hesnop
@obotraco
@ogbukaemmanuel
@karabo_malebane
@chinelonneoma

Top Tweeters in G8:
@windmillcharger
@hopealdridge
@owenblacker
@im_x1
@marypgkeating
@wisco
@kebrightbill
@lope_64
@bugjudy
@urdchan

Top Tweeters in G9:
@ndtv
@aajtak
@news24tvchannel
@zeenewsenglish
@yahoofinance
@pib_india
@davidburton1971
@mohfw_india
@jeremyfarrar
@manickamtagore

Top Tweeters in G10:
@ay_bkini
@mobilepunch
@aubreyojoshu
@_lifeofzain
@ovieroskoles
@_iamayo
@bhordemarz
@tobiloba_o
@6tus_bmt
@jachimma_x


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