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Malaria_2022-12-02_07-09-41.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2022
Short Description:
Malaria via NodeXL https://bit.ly/3VpKSN5
@who
@davidreddy_mmv
@globalfund
@unicef
@evolvingmisfit
@potus
@state_io
@wellcometrust
@billgates
@truth1streason

Top hashtags:
#malaria
#eritreaoutoftigray
#justice4tigrayswomenandgirls
#fitvenesdesarrollo
#worldaidsday

Description:
Description
The graph represents a network of 8,230 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, 02 December 2022 at 15:17 UTC.

The requested start date was Friday, 02 December 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 3-day, 1-hour, 55-minute period from Monday, 28 November 2022 at 23:01 UTC to Friday, 02 December 2022 at 00:57 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 : 8230
Unique Edges : 6045
Edges With Duplicates : 10331
Total Edges : 16376
Number of Edge Types : 5
Retweet : 4654
MentionsInRetweet : 6275
Tweet : 1473
Mentions : 2700
Replies to : 1274
Self-Loops : 1517
Reciprocated Vertex Pair Ratio : 0.0141613343123885
Reciprocated Edge Ratio : 0.0279271824575921
Connected Components : 1896
Single-Vertex Connected Components : 807
Maximum Vertices in a Connected Component : 1248
Maximum Edges in a Connected Component : 5218
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.001753
Graph Density : 0.000142754479276163
Modularity : 0.600511
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,230 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, 02 December 2022 at 15:17 UTC.

The requested start date was Friday, 02 December 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 3-day, 1-hour, 55-minute period from Monday, 28 November 2022 at 23:01 UTC to Friday, 02 December 2022 at 00:57 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:
[87] https://trib.al/Wr8aaKM
[19] https://www.bbc.co.uk/news/world-africa-63797178
[18] https://www.thecable.ng/malawi-begins-worlds-first-large-scale-malaria-vaccination/amp
[16] https://www.who.int/publications/m/item/vaccination-requirements-and-recommendations-for-international-travellers-and-malaria-situation-per-country-2022-edition
[13] https://www.bbc.com/news/world-africa-63797178
[10] https://medicalxpress.com/news/2022-12-mrna-vaccines-one-two-combat-malaria.html
[10] https://therealslog.com/2022/11/29/exclusive-is-this-a-new-mrna-pandemic-excuse-in-the-making/
[10] https://desarrollosustentableve.com/un-estudio-cuantifica-como-la-mineria-y-la-deforestacion-revivieron-la-malaria-en-venezuela/
[8] https://www.bbc.co.uk/news/world-africa-63797178?at_medium=RSS&at_campaign=KARANGA
[7] https://www.monitor.co.ug/uganda/news/national/minister-wants-govt-to-give-malaria-same-attention-as-ebola-covid-19-4037932

Top URLs in Tweet in G1:
[15] https://www.bbc.co.uk/news/world-africa-63797178
[7] https://www.youtube.com/watch?v=SLPLWMKGGYU

[7] https://www.bbc.co.uk/news/world-africa-63797178?at_medium=RSS&at_campaign=KARANGA
[5] https://www.bbc.co.uk/news/world-africa-63797178?at_medium=RSS&at_campaign=KARANGA&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.bbc.com/news/world-africa-63797178
[3] https://myprivacy.dpgmedia.be/consent?siteKey=Uqxf9TXhjmaG4pbQ&callbackUrl=https%3A%2F%2Fwww.hln.be%2Fprivacy-gate%2Faccept-tcf2%3FredirectUri%3D%252Fbv%252Fnick-laenen-uit-blind-getrouwd-ligt-in-het-ziekenhuis-met-malaria-door-het-oog-van-de-naald-kruipen~ae5d1eef%252F
[3] https://www.iavi.org/iavi-report/momentum-against-malaria
[3] https://medicalxpress.com/news/2022-12-mrna-vaccines-one-two-combat-malaria.html
[2] https://twitter.com/maxcroser/status/1597345198690144256
[2] https://www.focus.de/panorama/welt/hepatitis-cholera-und-malaria-afrika-drama-fluten-zerstoeren-180-000-haeuser-im-suedsudan-zehntausende-verhungern_id_180414745.html

Top URLs in Tweet in G2:
[6] https://www.wwarn.org/news/news-articles/meta-analysis-informed-updated-who-guidelines-treatment-uncomplicated-malaria
[6] https://www.monitor.co.ug/uganda/news/national/minister-wants-govt-to-give-malaria-same-attention-as-ebola-covid-19-4037932
[5] https://www.aplma.org/malaria-elimination-for-all
[4] https://www.iddo.org/about-us/jobs
[3] https://www.mmv.org/newsroom/press-releases/strong-recommendation-pyronaridine-artesunate-revised-who-malaria-0
[2] https://www.thepharmaletter.com/article/strong-who-recommendation-for-pyramax-as-malaria-treatment
[2] https://www.mmv.org/newsroom/news/who-gives-strong-recommendation-supporting-use-antimalarial-drug-treat-pregnant-women
[2] https://www.malariaworld.org/blogs/we-really-have-the-perfect-conditions-for-resistance-to-develop-an-interview-with-dr-marian-warsame
[2] https://twitter.com/ColemanUSAID/status/1597978033759322113
[2] https://us9.campaign-archive.com/?u=0340a4e3425912460bd886269&id=0e6d88a014

Top URLs in Tweet in G3:
[3] https://twitter.com/addisstandard/status/1598244285518086144
[1] https://twitter.com/DrMahmoudRefaat/status/1598228455916961793
[1] https://twitter.com/tigray_micky/status/1598235460555640832

Top URLs in Tweet in G4:
[1] https://twitter.com/saratu/status/1597494483327029249
[1] https://twitter.com/MaxCRoser/status/1597345198690144256

Top URLs in Tweet in G6:
[87] https://trib.al/Wr8aaKM
[1] https://trib.al/azy8dho
[1] https://www.bbc.co.uk/news/world-africa-63797178

Top URLs in Tweet in G9:
[10] https://therealslog.com/2022/11/29/exclusive-is-this-a-new-mrna-pandemic-excuse-in-the-making/
[1] https://twitter.com/DottiMillotti/status/1597785107708129281

Top URLs in Tweet in G10:
[6] https://www.telegraph.co.uk/global-health/science-and-disease/team-behind-oxford-astrazeneca-vaccine-brink-defeating-malaria/
[4] https://www.bbc.com/news/world-africa-63797178
[2] https://opportunities.ucsf.edu
[1] https://wellcomeopenresearch.org:443/articles/7-287
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs42003-022-04259-y
[1] https://wellcome.org/news/world-risk-malaria-dengue-spread-climate-change
[1] https://twitter.com/DavidReddy_MMV/status/1598247007680069632
[1] https://www.mmv.org/newsroom/interviews/protecting-most-vulnerable
[1] https://redirect.viglink.com?u=https%3A%2F%2Fihi-or-tz.zoom.us%2Fmeeting%2Fregister%2FtZUrcOurpj4rHtT5vVTcx_LMoSwAWg7rs9S1&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[1] https://twitter.com/PyconTanzania/status/1597881216270708736

Top Domains
Top Domains in Tweet in Entire Graph:
[202] twitter.com
[97] trib.al
[45] co.uk
[27] youtube.com
[20] thecable.ng
[20] who.int
[15] nih.gov
[15] bbc.com
[14] biomedcentral.com
[14] one.org

Top Domains in Tweet in G1:
[84] twitter.com
[34] co.uk
[16] youtube.com
[14] one.org
[9] amazon.com
[7] com.br
[6] nih.gov
[6] com.ng
[5] frontiersin.org
[4] medicalxpress.com

Top Domains in Tweet in G2:
[17] twitter.com
[8] wwarn.org
[6] co.ug
[5] aplma.org
[5] mmv.org
[4] who.int
[4] iddo.org
[4] malariaworld.org
[4] mesamalaria.org
[4] theglobalfund.org

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

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

Top Domains in Tweet in G6:
[88] trib.al
[1] co.uk

Top Domains in Tweet in G9:
[10] therealslog.com
[1] twitter.com

Top Domains in Tweet in G10:
[6] co.uk
[5] bbc.com
[3] twitter.com
[2] wellcomeopenresearch.org
[2] ucsf.edu
[1] nature.com
[1] wellcome.org
[1] mmv.org
[1] viglink.com
[1] or.tz

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[511] malaria
[55] eritreaoutoftigray
[51] justice4tigrayswomenandgirls
[51] fitvenesdesarrollo
[48] worldaidsday
[36] covid19
[33] endmalaria
[29] malawi
[28] hiv
[26] cgmodel



Top Hashtags in Tweet in G1:
[58] malaria
[15] 开云体育
[13] malawi
[9] healthcare
[9] doctor
[8] 亚博体育
[8] nurse
[8] wadpk2022
[7] dengue
[7] 开云

Top Hashtags in Tweet in G2:
[210] malaria
[18] endmalaria
[18] worldaidsday
[15] datamanager
[14] digiawards
[13] givingtuesday
[13] hiv
[12] aids
[11] africayouthmonth
[10] aedes

Top Hashtags in Tweet in G3:
[55] eritreaoutoftigray
[51] justice4tigrayswomenandgirls
[19] tigray
[3] tigraygenocide
[1] un_women
[1] ic
[1] amharaoutoftigray
[1] stoptigraygenocide
[1] bnnmalawi
[1] vot

Top Hashtags in Tweet in G5:
[1] ramcharan
[1] rastraramcharanyuvashakthi
[1] janasenaparty

Top Hashtags in Tweet in G9:
[2] malaria
[1] gambia

Top Hashtags in Tweet in G10:
[8] malaria
[6] treeoflife
[3] climatechange
[2] phd
[1] cirmf
[1] mtafitinews
[1] ifakaranews
[1] academictwitter
[1] phdlife
[1] malawi

Top Words
Top Words in Tweet in Entire Graph:
[5888] malaria
[2565] health
[1446] hiv
[1274] tb
[1191] family
[1191] program
[1187] essential
[1181] medicines
[1130] planning
[1123] supplies

Top Words in Tweet in G1:
[894] malaria
[98] malawi
[74] vaccine
[68] first
[58] #malaria
[49] health
[49] aids
[49] people
[44] क
[44] fever

Top Words in Tweet in G2:
[361] malaria
[210] #malaria
[55] more
[52] globalfund
[50] treatment
[46] first
[42] health
[42] alma_2030
[41] vaccine
[40] guidelines

Top Words in Tweet in G3:
[2350] health
[1283] malaria
[1175] medicines
[1175] program
[1175] tb
[1175] essential
[1175] family
[1175] hiv
[1120] supplies
[1120] planning

Top Words in Tweet in G4:
[333] religious
[333] juju
[333] very
[333] certainties
[333] tell
[333] rituals
[333] superstitions
[333] davidhundeyin
[333] simple
[28] malaria

Top Words in Tweet in G5:
[257] pawankalyan
[257] fans
[257] janasenaparty
[257] activity
[257] rcyuvashaktitpg
[257] today
[257] alwaysramcharan
[257] tadepalligudem
[257] done
[257] social

Top Words in Tweet in G6:
[156] first
[122] malaria
[122] world's
[121] malawi
[88] rolls
[88] vaccine
[86] bbcworld
[34] vaccinating
[34] large
[34] campaign

Top Words in Tweet in G7:
[107] malaria
[87] hiv
[86] test
[86] kayima
[85] meshackhh
[19] corona
[19] add
[19] aisha
[19] sheila
[19] ebola

Top Words in Tweet in G8:
[188] harder
[106] malaria
[94] more
[94] killed
[94] another
[94] rest
[94] bro
[94] brother
[94] men
[94] leave

Top Words in Tweet in G9:
[7] mrna
[7] malaria
[5] joeblob20
[3] jdcburnhil
[3] mcrobredz
[3] fatwhiteman
[3] citizensmith996
[3] deanhatch3
[3] mgermaine6
[3] sweettina2

Top Words in Tweet in G10:
[56] malaria
[17] ifakara
[15] masterclasses
[12] therapies
[12] preventive
[12] 39th
[12] genome
[11] fredros_inc
[11] mosquito
[10] first

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1199] hiv,malaria
[1185] tb,hiv
[1176] essential,health
[1175] medicines,tb
[1175] program,medicines
[1175] malaria,family
[1175] health,program
[1120] family,planning
[1120] supplies,essential
[1120] planning,supplies

Top Word Pairs in Tweet in G1:
[53] malaria,vaccine
[35] malaria,vaccination
[28] first,malaria
[27] world's,first
[26] malawi,rolls
[25] against,malaria
[23] rolls,world's
[23] malawi,starts
[23] starts,landmark
[22] vaccination,drive

Top Word Pairs in Tweet in G2:
[26] children's,home
[26] national,malaria
[24] pyronaridine,artesunate
[23] treatment,guidelines
[22] malariayouthke,join
[22] malaria,vaccine
[21] meta,analysis
[20] scom,disabled
[20] supporting,scom
[20] fraternity,supporting

Top Word Pairs in Tweet in G3:
[1175] program,medicines
[1175] malaria,family
[1175] essential,health
[1175] health,program
[1175] hiv,malaria
[1175] tb,hiv
[1175] medicines,tb
[1120] planning,supplies
[1120] supplies,essential
[1120] family,planning

Top Word Pairs in Tweet in G4:
[333] tell,religious
[333] religious,certainties
[333] certainties,superstitions
[333] very,simple
[333] simple,tell
[333] juju,rituals
[333] superstitions,juju
[332] davidhundeyin,very
[13] become,president
[13] president,nigeria

Top Word Pairs in Tweet in G5:
[257] done,tadepalligudem
[257] pawankalyan,alwaysramcharan
[257] janasenaparty,pawankalyan
[257] activity,done
[257] today,social
[257] social,activity
[257] tadepalligudem,janasenaparty
[257] alwaysramcharan,fans
[256] fans,rcyuvashakti
[256] rcyuvashaktitpg,today

Top Word Pairs in Tweet in G6:
[122] world's,first
[88] malaria,vaccine
[88] first,malaria
[88] rolls,world's
[87] malawi,rolls
[85] bbcworld,malawi
[34] part,world
[34] begun,vaccinating
[34] large,scale
[34] against,malaria

Top Word Pairs in Tweet in G7:
[86] hiv,kayima
[86] malaria,test
[86] test,hiv
[85] meshackhh,malaria
[19] malaria,aisha
[19] ebola,corona
[19] sheila,vanessa
[19] ends,ebola
[19] aisha,sheila
[19] vanessa,add

Top Word Pairs in Tweet in G8:
[94] best,leave
[94] rest,another
[94] leave,rest
[94] men,malaria
[94] another,brother
[94] harder,harder
[94] harder,killed
[94] killed,more
[94] malaria,bro
[94] more,men

Top Word Pairs in Tweet in G9:
[3] hughcam34026215,citizensmith996
[3] dave0909090909,jdcburnhil
[3] merrilynstange2,mcrobredz
[3] ivpatxx,merrilynstange2
[3] deanhatch3,ivpatxx
[3] suits_,joekiddone
[3] joekiddone,terminator_4
[3] amazinggoa,fatwhiteman
[3] mgermaine6,dave0909090909
[3] african,beware

Top Word Pairs in Tweet in G10:
[15] ifakara,masterclasses
[12] preventive,therapies
[10] malaria,mosquito
[9] 40th,editions
[9] malaria,preventive
[9] 39th,40th
[9] editions,ifakara
[8] masterclasses,malaria
[8] therapies,chemo
[8] chemo,prevention

Top Replied-To
Top Replied-To in Entire Graph:
@tinubuoclock
@khristmaxz
@gopleader
@actbrigitte
@realtuckfrumper
@malaria_tv
@marshablackburn
@joncoopertweets
@jardim_sonhos
@sentedcruz

Top Replied-To in G2:
@dailymonitor
@who
@ugandainvest
@m2030together
@malariayouthke
@pmigov
@fifarahman
@_dinotshe
@adarpoonawalla
@stella89245956

Top Replied-To in G3:
@all
@cindyluhu45

Top Replied-To in G4:
@queenn_ufuoma
@thevunderkind
@davidhundeyin
@swayze_forte
@malachyodo1
@evenyeee
@estariade

Top Replied-To in G7:
@petertumusiime9

Top Replied-To in G9:
@verysanehuman
@draseemmalhotra
@repthomasmassie
@hikaru1032
@veravanhorne
@mgermaine6
@joeblob20

Top Replied-To in G10:
@eppicenter_ucsf

Top Mentioned
Top Mentioned in Entire Graph:
@davidhundeyin
@rcyuvashaktitpg
@janasenaparty
@pawankalyan
@alwaysramcharan
@profkwaah
@tigray_micky
@meshackhh
@bbcworld

Top Mentioned in G1:
@healthy_climate
@tupakinews_
@nwafresh
@h_maidoki
@alzaidvictor
@newsjocky
@themosticleseye
@climatelinks

Top Mentioned in G2:
@globalfund
@who
@malariayouthke
@alma_2030
@wwarn
@pmigov
@pmivectorlink
@iddonews
@davidreddy_mmv
@medsformalaria

Top Mentioned in G3:
@tigray_micky
@gereleake12
@tit1265
@hopeenough1
@novel_hadush
@merryhay1
@potus
@eucouncil
@powerusaid
@unaids

Top Mentioned in G4:
@davidhundeyin
@joejossy_12
@rencapman
@bamishay3
@thevunderkind
@dr_fayinka
@malachyodo1
@queenn_ufuoma
@econ_aradhya

Top Mentioned in G5:
@rcyuvashaktitpg
@janasenaparty
@pawankalyan
@alwaysramcharan

Top Mentioned in G6:
@bbcworld
@bbcafrica

Top Mentioned in G7:
@meshackhh
@humble_gayi
@profpaulwaako

Top Mentioned in G8:
@profkwaah
@efoetornam

Top Mentioned in G9:
@joeblob20
@sweettina2
@suits_
@joekiddone
@terminator_4
@amazinggoa
@fatwhiteman
@dave0909090909
@jdcburnhil
@hughcam34026215

Top Mentioned in G10:
@fredros_inc
@wellcomeopenres
@sangerinstitute
@bbcnews
@conservatives
@ukhomeoffice
@nhs
@phdcesarlc
@sangertol
@cmepuk1

Top Tweeters
Top Tweeters in Entire Graph:
@redscarebot
@dichristine
@paoloigna1
@afropages
@stigmabaseo
@stigmabaseu
@crweworld
@moonbootica
@poandpo
@cityreport

Top Tweeters in G1:
@paoloigna1
@afropages
@stigmabaseo
@stigmabaseu
@crweworld
@cityreport
@malliardreport
@foggybottomgal
@naijawhatsup
@schfess

Top Tweeters in G2:
@dichristine
@poandpo
@monitor_ph
@ingrx
@wenurses
@dailymonitor
@tonnyadamms
@patentmasks
@ickiestvicki
@east_drc_news

Top Tweeters in G3:
@tsrha_kw
@romhai_h
@mesiihiluf
@tdf_forlife
@sabaalem6_sabi
@lillyanapk
@heav_en1
@sisay34690879
@gg_gidey
@natsnettigrey

Top Tweeters in G4:
@jayromee_
@abimtheballer
@waweru
@dappy_52
@getmebayo
@phatboislym
@lettylakesyde
@olukayblark
@tomiwao_
@omuzibuwaalu

Top Tweeters in G5:
@yz1223334444
@shindreipradeep
@arjunakarnaa
@sagarnanijspk
@reddyrcf_
@allurrrthammudu
@sreepspk3
@prasannacherry
@srinivasraina03
@rakeshmatla

Top Tweeters in G6:
@moonbootica
@scheerenberger
@teakinrj
@tetsu0724d
@ohemaadufiegh
@bbcworld
@chizo_alaribe
@pastorannisha
@waqarkhan_123
@monicaop

Top Tweeters in G7:
@elvistrich
@dauntlesseskimo
@nabasa0
@rojamaibo
@petertumusiime9
@nuwerichard
@benjochurchill
@ntalebrian17
@progesh10
@opolot_ronnie

Top Tweeters in G8:
@kwasinawil
@mmoankoaaa
@__steeze1
@kvng_baff
@lilsalm_
@obrempong__
@jupiter_riccis
@kuame_oliver
@jeff_tymer_
@brcfo_no_ny3

Top Tweeters in G9:
@redscarebot
@princessofwails
@dmashak
@scepticalaussie
@sw18780774
@jessrocks71
@cliverhymester
@flowersenglish
@lesleymillercyp
@alfaqfour

Top Tweeters in G10:
@bbcnews
@bryn32050638
@lbc
@publichealthmap
@juliahb1
@awordifimay
@talktv
@gbnews
@rehbln50
@cb16249carl


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