#malaria, Twitter, 4/13/2021 8:24:33 PM, 252796


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#malaria_2021-04-12_20-17-54.xlsx
#malaria_2021-04-12_20-17-54.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 13, 2021
Short Description:
#malaria via NodeXL https://bit.ly/3tmk0zy
@malarianomoreuk
@hanniepower
@who
@malariamustdie
@targetmalaria
@globalvectorhub
@nkemngo
@commonwealthsec
@modrzynskalab
@endmalaria

Top hashtags:
#malaria
#covid19
#commonwealth
#arco
#worldhealthday
#postdoc

Description:
Description
The graph represents a network of 2,069 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 Tuesday, 13 April 2021 at 03:22 UTC.

The requested start date was Monday, 12 April 2021 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 13-day, 23-hour, 9-minute period from Monday, 29 March 2021 at 00:22 UTC to Sunday, 11 April 2021 at 23:32 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 : 2069
Unique Edges : 1436
Edges With Duplicates : 4137
Total Edges : 5573
Number of Edge Types : 5
Retweet : 1806
MentionsInRetweet : 2475
Mentions : 784
Tweet : 471
Replies to : 37
Self-Loops : 498
Reciprocated Vertex Pair Ratio : 0.0384341637010676
Reciprocated Edge Ratio : 0.0740233036326251
Connected Components : 270
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 1176
Maximum Edges in a Connected Component : 4092
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.991236
Graph Density : 0.000681984120380714
Modularity : 0.462621
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,069 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 Tuesday, 13 April 2021 at 03:22 UTC.

The requested start date was Monday, 12 April 2021 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 13-day, 23-hour, 9-minute period from Monday, 29 March 2021 at 00:22 UTC to Sunday, 11 April 2021 at 23:32 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:
[18] https://www.independent.co.uk/news/science/malaria-uk-research-covid-africa-b1824334.html
[10] https://medicalxpress.com/news/2021-04-scientists-malaria-expertise-track-covid-.html
[8] https://medicalxpress.com/news/2021-03-mysteries-malaria-infections-deepen-human.html
[8] https://www.scidev.net/asia-pacific/news/smart-surveillance-tech-dents-malaria-in-indian-city/
[8] https://furtherafrica.com/2021/04/02/u-s-sets-aside-us20m-to-fight-malaria-in-angola/
[6] https://www.thecable.ng/malaria-prevalence-to-reduce-from-23-to-zero-percent/amp
[5] https://www.healio.com/news/primary-care/20210318/cdc-2017-had-highest-number-of-malaria-cases-reported-in-us-since-1971
[5] https://www.theatlantic.com/ideas/archive/2021/03/how-mrna-technology-could-change-world/618431/
[5] https://www.eurekalert.org/pub_releases/2021-03/uof-um032521.php
[5] https://www.who.int/news-room/feature-stories/detail/the-last-mile-of-malaria-elimination-in-cambodia

Top URLs in Tweet in G1:
[17] https://www.independent.co.uk/news/science/malaria-uk-research-covid-africa-b1824334.html
[5] https://www.healio.com/news/primary-care/20210318/cdc-2017-had-highest-number-of-malaria-cases-reported-in-us-since-1971
[4] https://malariaworld.org/blog/event-isdellflowers-cross-border-malaria-initiative-virtual-round-table
[4] https://eurekalert.org/pub_releases/2021-03/uof-um032521.php
[3] https://www.eurekalert.org/pub_releases/2021-03/uof-um032521.php
[2] https://www.eurekalert.org/pub_releases/2021-02/ps-lhl022321.php
[2] https://www.i24news.tv/en/news/technology/1614526950-breakthrough-made-in-vaccine-against-malaria-using-same-covid-19-tech
[2] https://www.freethink.com/articles/cone-snail-venom
[2] https://www.modernghana.com/news/1064591/kintampo-north-records-zero-under-five-malaria.html
[2] https://www.eurekalert.org/pub_releases/2021-03/fm-tme030821.php

Top URLs in Tweet in G2:
[3] https://www.rti.org/insights/malaria-elimination-zanzibar
[3] https://www.scholarscentral.org/submissions/malaria-chemotherapy-control-elimination.html
[2] https://allafrica.com/stories/202104060510.html
[2] https://allafrica.com/stories/202103240219.html
[2] https://jobs.partneragencies.net/erecruitjobs.html?JobOpeningId=35936&HRS_JO_PST_SEQ=1&hrs_site_id=2
[1] https://www.telegraph.co.uk/global-health/science-and-disease/uks-science-superpower-status-threat-cuts-global-health-research/
[1] https://twitter.com/WHO/status/1379657249283526658
[1] https://endmalaria.org/sites/default/files/MiP
[1] Infographic,
[1] EN.pdf

Top URLs in Tweet in G3:
[8] https://furtherafrica.com/2021/04/02/u-s-sets-aside-us20m-to-fight-malaria-in-angola/
[3] https://www.scidev.net/asia-pacific/news/smart-surveillance-tech-dents-malaria-in-indian-city/
[3] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[3] https://www.israel21c.org/ai-helps-zap-mosquito-larvae-before-they-become-a-problem/
[3] https://www.childrenforhealth.org/the-collection/malaria/
[3] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[2] https://www.abc.net.au/news/health/2021-03-31/malaria-vaccine-power-white-blood-cells-burnet-institute-study/100038420
[2] https://search.ecointernet.org
[2] https://bluspider.in/products
[2] https://www.healthissuesindia.com/2021/04/07/malaria-management-technology-helps-mangaluru-to-continue-decreasing-case-numbers/

Top URLs in Tweet in G5:
[1] https://mailchi.mp/sosorinoco.org/newsletter23-march2021

Top URLs in Tweet in G6:
[1] https://twitter.com/Fridays4FutureU/status/1377235520296730629

Top URLs in Tweet in G7:
[8] https://medicalxpress.com/news/2021-03-mysteries-malaria-infections-deepen-human.html
[2] https://www.theatlantic.com/ideas/archive/2021/03/how-mrna-technology-could-change-world/618431/
[1] https://medicalxpress.com/news/2021-04-scientists-malaria-expertise-track-covid-.html
[1] https://medicalxpress.com/news/2021-03-smart-surveillance-tech-dents-malaria.html
[1] https://medicalxpress.com/news/2021-03-mop-malaria-vaccine-advances-trials.html
[1] https://medicalxpress.com/news/2021-03-cells-harnessed-ambush-malaria-immediately.html
[1] https://www.abc.net.au/news/health/2021-03-31/malaria-vaccine-power-white-blood-cells-burnet-institute-study/100038420?utm_source=abc_news_web&utm_medium=content_shared&utm_content=twitter&utm_campaign=abc_news_web
[1] https://www.theatlantic.com/ideas/archive/2021/03/how-mrna-technology-could-change-world/618431/?utm_content=bufferc25c2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.malarianomore.jp/wp-content/uploads/2021/03/Parliamentary-Group-Launch_pressrelease_0326_final.pdf
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-021-21998-4

Top URLs in Tweet in G8:
[4] https://www.wwarn.org/news/news-articles/researchers-call-access-ivermectin-young-children
[2] https://www.malarianomore.jp/wp-content/uploads/2021/03/Parliamentary-Group-Launch_pressrelease_0326_final.pdf
[2] https://www.wwarn.org/news/news-articles/evidence-supports-who-recommendation-pq-combined-acts-block-plasmodium-falciparum
[2] https://www.wwarn.org/news/news-articles/check-list-recommended-improve-reporting-microscopy-methods-and-results-malaria
[2] https://www.wwarn.org/tools-resources/literature-reviews/malaria-pregnancy-library
[2] https://learning.dhsprogram.com/
[1] https://www.ajtmh.org/view/journals/tpmd/aop/article-10.4269-ajtmh.21-0117/article-10.4269-ajtmh.21-0117.xml
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-021-03700-7
[1] https://www.wwarn.org/tools-resources/malaria-clinical-trials-toolkit
[1] https://journals.plos.org/plosntds/article?id=10.1371/journal.pntd.0009144%20

Top URLs in Tweet in G9:
[2] https://twitter.com/TonahN/status/1377536117231214592
[2] https://www.scidev.net/asia-pacific/news/smart-surveillance-tech-dents-malaria-in-indian-city/
[2] https://theglobalherald.com/news/we-are-the-world-interview-with-un-mission-in-south-sudan-head-awake-at-night/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fmed%2Ffulltext%2FS2666-6340%2821%2900112-4&rc=0
[1] https://www.rte.ie/radio/radioplayer/html5/#/podcasts/21935856
[1] https://rss.onlinelibrary.wiley.com/doi/10.1111/rssc.12484?cookieSet=1
[1] https://www.telegraph.co.uk/global-health/science-and-disease/uks-science-superpower-status-threat-cuts-global-health-research/
[1] https://www.theatlantic.com/ideas/archive/2021/03/how-mrna-technology-could-change-world/618431/
[1] https://www.scidev.net/sub-saharan-africa/news/people-shun-malaria-testing-over-covid-19-fears/
[1] https://www.thementorinitiative.org/accelerating-access-to-water-and-sanitation-in-south-sudan/

Top URLs in Tweet in G10:
[2] https://www.isglobal.org/en/-/arranca-un-proyecto-para-usar-datos-moleculares-para-el-control-y-eliminacion-de-la-malaria-en-mozambique
[2] http://www.xinhuanet.com/english/africa/2021-04/01/c_139852977.htm
[1] https://www.isglobal.org/ca/-/arranca-un-proyecto-para-usar-datos-moleculares-para-el-control-y-eliminacion-de-la-malaria-en-mozambique
[1] https://www.isglobal.org/en/-/isglobal-offers-eight-international-phd-fellowships-for-interdisciplinary-research-in-global-health
[1] https://www.isglobal.org/es/-/comienza-el-reclutamiento-de-participantes-en-el-estudio-icaria-en-sierra-leona
[1] https://www.isglobal.org/en/-/comienza-el-reclutamiento-de-participantes-en-el-estudio-icaria-en-sierra-leona
[1] https://www.isglobal.org/es/-/arranca-un-proyecto-para-usar-datos-moleculares-para-el-control-y-eliminacion-de-la-malaria-en-mozambique
[1] https://twitter.com/MalariaPapers/status/1377585095373156353
[1] https://mtr.cool:443/pmxnhvtnbb
[1] https://mtr.cool:443/jinllubfvo

Top Domains
Top Domains in Tweet in Entire Graph:
[80] twitter.com
[27] medicalxpress.com
[22] co.uk
[17] eurekalert.org
[16] malariaworld.org
[15] nature.com
[14] biomedcentral.com
[12] scidev.net
[11] wwarn.org
[11] mesamalaria.org

Top Domains in Tweet in G1:
[17] co.uk
[14] malariaworld.org
[13] eurekalert.org
[11] mesamalaria.org
[10] twitter.com
[6] wellcomeconnectingscience.org
[6] somma.es
[5] biomedcentral.com
[5] healio.com
[3] modernghana.com

Top Domains in Tweet in G2:
[12] twitter.com
[5] malarianomore.org
[4] allafrica.com
[3] thinkglobalhealth.org
[3] youtube.com
[3] rti.org
[3] who.int
[3] scholarscentral.org
[2] co.uk
[2] venturesafrica.com

Top Domains in Tweet in G3:
[15] twitter.com
[8] furtherafrica.com
[6] medicalxpress.com
[4] scidev.net
[4] blogspot.com
[4] childrenforhealth.org
[3] economist.com
[3] israel21c.org
[3] medmastery.com
[3] amazon.de

Top Domains in Tweet in G5:
[1] mailchi.mp

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

Top Domains in Tweet in G7:
[12] medicalxpress.com
[3] theatlantic.com
[1] net.au
[1] malarianomore.jp
[1] nature.com
[1] twitter.com
[1] edu.au
[1] org.au

Top Domains in Tweet in G8:
[11] wwarn.org
[2] malarianomore.jp
[2] elifesciences.org
[2] wiley.com
[2] dhsprogram.com
[1] ajtmh.org
[1] biomedcentral.com
[1] plos.org
[1] doi.org
[1] sciencedirect.com

Top Domains in Tweet in G9:
[5] scidev.net
[2] twitter.com
[2] theglobalherald.com
[1] elsevierhealth.com
[1] rte.ie
[1] wiley.com
[1] co.uk
[1] theatlantic.com
[1] thementorinitiative.org
[1] npr.org

Top Domains in Tweet in G10:
[7] isglobal.org
[7] mtr.cool
[2] twitter.com
[2] xinhuanet.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1902] malaria
[124] covid19
[119] commonwealth
[95] arco
[76] worldhealthday
[72] postdoc
[66] plasticpollution
[63] chogm2018
[62] endmalaria
[62] happeningnow



Top Hashtags in Tweet in G1:
[614] malaria
[68] postdoc
[37] gem2021
[33] mesatrack
[25] endmalaria
[24] worldhealthday
[21] plasmodium
[21] gem21
[20] genedrive
[15] parasites

Top Hashtags in Tweet in G2:
[289] malaria
[32] worldhealthday
[24] hiv
[19] drawtheline
[17] zeromalaria
[15] dyk
[15] tb
[14] yemen
[13] worldmalariaday
[12] endmalaria

Top Hashtags in Tweet in G3:
[176] malaria
[14] africa
[14] health
[10] covid
[8] endmalaria
[8] angola
[8] cooperation
[7] dengue
[7] mosquito
[6] covid19

Top Hashtags in Tweet in G4:
[119] commonwealth
[84] malaria
[63] chogm2018
[62] happeningnow
[40] rwanda
[5] chogm2021
[3] endmalaria
[2] ourcommonwealth

Top Hashtags in Tweet in G5:
[95] arco
[1] malaria
[1] mercury
[1] deforestation

Top Hashtags in Tweet in G6:
[66] plasticpollution
[1] uganda
[1] malaria

Top Hashtags in Tweet in G7:
[51] malaria
[20] vaccine
[10] cells
[5] covid19
[2] hiv
[1] flu
[1] drawtheline
[1] health
[1] tuberculosis
[1] tb

Top Hashtags in Tweet in G8:
[48] malaria
[9] plasmodium
[9] rt
[8] primaquine
[5] endmalaria
[5] sciencereadforsunday
[5] aplmaleadersdashboard
[4] falciparum
[4] mip
[4] bhutan

Top Hashtags in Tweet in G9:
[28] malaria
[14] climateservices
[9] spatial
[5] healthsystems
[5] africa
[4] covid19
[4] southsudan
[4] anopheles
[4] endemicity
[4] innovation

Top Hashtags in Tweet in G10:
[46] malaria
[18] globalhealth
[14] isglobal
[14] phd
[9] exposicion
[8] inauguracion
[8] enelpuntodemira
[7] genmoz
[6] icariaproject
[5] descubre

Top Words
Top Words in Tweet in Entire Graph:
[1901] #malaria
[440] malaria
[227] research
[221] health
[189] sosorinoco
[173] more
[165] data
[140] world
[140] against
[130] 2021

Top Words in Tweet in G1:
[614] #malaria
[160] research
[145] malaria
[76] gene
[74] open
[73] recruiting
[73] regulation
[71] interested
[68] #postdoc
[67] expression

Top Words in Tweet in G2:
[289] #malaria
[57] endmalaria
[57] health
[56] malaria
[45] globalfund
[42] malarianomore
[41] against
[38] year
[38] world
[38] fight

Top Words in Tweet in G3:
[175] #malaria
[47] malaria
[27] take
[26] pill
[21] more
[14] people
[14] #africa
[14] #health
[14] forget
[13] fight

Top Words in Tweet in G4:
[119] #commonwealth
[114] commonwealthsec
[102] commitment
[84] #malaria
[63] 2023
[63] #chogm2018
[62] #happeningnow
[62] virtual
[62] meeting
[62] halving

Top Words in Tweet in G5:
[189] sosorinoco
[96] mining
[96] arc
[95] report
[95] #arco
[95] minero
[95] orinoco
[95] newsletter
[95] #23
[95] march

Top Words in Tweet in G6:
[67] water
[66] much
[66] #plasticpollution
[66] empty
[66] pop
[66] bottles
[66] etc
[66] kampala
[66] time
[65] laurie_garrett

Top Words in Tweet in G7:
[51] #malaria
[34] burnetinstitute
[27] study
[20] #vaccine
[19] harnessing
[19] power
[19] white
[19] blood
[19] cells
[19] key

Top Words in Tweet in G8:
[48] #malaria
[23] malaria
[20] wwarn
[18] children
[17] published
[16] access
[15] analysis
[15] aplma_malaria
[14] ivermectin
[13] treatment

Top Words in Tweet in G9:
[28] #malaria
[24] data
[16] drrachellowe
[15] climate
[14] commentary
[14] drannastewart
[14] wmo
[14] incorporating
[14] #climateservices
[13] isabelkfletcher

Top Words in Tweet in G10:
[46] #malaria
[23] isglobalorg
[18] #globalhealth
[15] 2021
[15] research
[14] #isglobal
[14] international
[14] #phd
[14] fellowships
[14] programme

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[96] march,2021
[96] mining,arc
[95] gene,expression
[95] report,#arco
[95] #arco,minero
[95] minero,orinoco
[95] orinoco,mining
[95] arc,newsletter
[95] newsletter,#23
[95] #23,march

Top Word Pairs in Tweet in G1:
[67] #malaria,research
[67] gene,expression
[65] recruiting,interested
[65] interested,#malaria
[65] #malaria,gene
[65] expression,regulation
[65] regulation,predoc
[65] predoc,#postdoc
[65] #postdoc,position
[65] position,open

Top Word Pairs in Tweet in G2:
[31] against,#malaria
[24] fight,against
[18] #malaria,free
[17] certified,#malaria
[17] around,world
[16] #malaria,elimination
[15] country,certified
[15] learn,more
[14] first,country
[14] free,century

Top Word Pairs in Tweet in G3:
[26] take,#malaria
[26] #malaria,pill
[14] forget,take
[12] remember,take
[12] pill,hope
[8] sets,aside
[8] aside,20m
[8] 20m,fight
[8] fight,#malaria
[8] #malaria,#angola

Top Word Pairs in Tweet in G4:
[62] #happeningnow,virtual
[62] virtual,meeting
[62] meeting,#commonwealth
[62] #commonwealth,commitment
[62] commitment,halving
[62] halving,#malaria
[62] #malaria,2023
[62] 2023,agreed
[62] agreed,#chogm2018
[61] commonwealthsec,#happeningnow

Top Word Pairs in Tweet in G5:
[96] mining,arc
[95] report,#arco
[95] #arco,minero
[95] minero,orinoco
[95] orinoco,mining
[95] arc,newsletter
[95] newsletter,#23
[95] #23,march
[95] march,2021
[95] 2021,sosorinoco

Top Word Pairs in Tweet in G6:
[66] much,#plasticpollution
[66] #plasticpollution,empty
[66] empty,water
[66] water,pop
[66] pop,bottles
[66] bottles,etc
[66] etc,kampala
[66] kampala,time
[65] laurie_garrett,much
[65] time,downpo

Top Word Pairs in Tweet in G7:
[20] #malaria,#vaccine
[19] harnessing,power
[19] power,white
[19] white,blood
[19] blood,cells
[19] cells,key
[19] key,effective
[19] effective,#malaria
[19] #vaccine,important
[19] important,study

Top Word Pairs in Tweet in G8:
[14] access,ivermectin
[12] meta,analysis
[9] provides,evidence
[9] #rt,aplma_malaria
[8] millions,children
[8] children,weighing
[8] weighing,less
[8] less,15kg
[8] 15kg,currently
[8] currently,denied

Top Word Pairs in Tweet in G9:
[14] commentary,drannastewart
[14] drannastewart,drrachellowe
[14] drrachellowe,wmo
[14] wmo,incorporating
[14] incorporating,climate
[14] climate,data
[14] data,#climateservices
[13] isabelkfletcher,commentary
[13] #climateservices,heal
[9] paper,mapping

Top Word Pairs in Tweet in G10:
[14] #isglobal,international
[14] international,#phd
[14] #phd,fellowships
[14] fellowships,programme
[14] programme,#globalhealth
[14] #globalhealth,2021
[14] 2021,phd
[14] phd,scholarships
[14] scholarships,available
[14] available,research

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@commonwealthsec
@sosorinoco
@who
@malariamustdie
@endmalaria
@modrzynskalab
@laurie_garrett
@globalfund
@malarianomoreuk
@malarianomore

Top Mentioned in G1:
@modrzynskalab
@malariamustdie
@acscevents
@malariagenomics
@mesamalaria
@palonsomalaria
@swisstph
@malarianomoreuk
@parafrap
@elenagomezdiaz

Top Mentioned in G2:
@who
@endmalaria
@globalfund
@malarianomore
@obetaodinaka
@pmigov
@hffgat20
@nakufoaddo
@glide_ae
@jcffoundation

Top Mentioned in G3:
@medmastery
@panoramateam
@ectmih2021
@sumnerwinston
@towncrierafrica
@pitzvii

Top Mentioned in G4:
@commonwealthsec
@drdanielngamije
@malarianomoreuk
@rwandainuk
@pscotlandcsg
@ykaritanyi
@rwandahealth
@chogm2021

Top Mentioned in G5:
@sosorinoco

Top Mentioned in G6:
@laurie_garrett

Top Mentioned in G7:
@burnetinstitute
@gao
@medical_xpress
@naturecomms
@elife
@gaoqianfeng
@theatlantic
@beesonmalaria
@dkthomp
@moderna_tx

Top Mentioned in G8:
@wwarn
@aplma_malaria
@plosntds
@apmen
@who
@ajtmh
@morubkk
@tropmedoxford
@medsformalaria
@worldbank

Top Mentioned in G9:
@drrachellowe
@drannastewart
@wmo
@isabelkfletcher
@tonahn
@statsforbios
@mentor_hq
@scidevnet
@lstmvector
@meteireann

Top Mentioned in G10:
@isglobalorg
@lamalariablog
@paludismolosar
@gatesfoundation
@fundlacaixa
@manhica_cism
@drtrinivice
@icoes
@ibv_csic

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@dichristine
@kat4obama
@femtech_
@zolangegonzalez
@rosenchild
@claudiapapo
@bexxmodd
@alcinodoliveira
@wadakashiho

Top Tweeters in G1:
@gmartinezmolina
@mwarhurst
@profjameslogan
@uf
@uzair_caas
@varechavala
@kristindownie
@canalugr
@julio_delatorre
@janborichardson

Top Tweeters in G2:
@jornalistavitor
@dichristine
@kat4obama
@allafrica
@theeconomist
@arabnews
@tetsu0724d
@trackntracer
@steltenpower
@3qap39

Top Tweeters in G3:
@diariolibre
@travelcomments
@reisefreak1001
@lynnbdalton
@javiermdq
@moueller1961
@wellahealth
@advaitadi
@lhocreations
@teddymoore

Top Tweeters in G4:
@real_dr_roy
@neiljamesweekes
@rogerfaliga
@thenjoroge
@ga_richardson
@iainlees
@jonesdavidn
@dolapoaina
@michaeldacosta
@kigalife

Top Tweeters in G5:
@zolangegonzalez
@claudiapapo
@alcinodoliveira
@pitoloco2021
@denises29
@luistrincado
@alvaromunoz
@alfre_gr
@mantonieta50
@mariobrea3

Top Tweeters in G6:
@jodotcom
@sandykalano
@chickilopiccolo
@rioslade
@damian_godden
@kimerlyus
@social_seer
@eilonwy24
@hl10pm
@tiredinor4now

Top Tweeters in G7:
@jot_au
@betzmyboyblue11
@physorg_health
@theatlantic
@scitechmachine
@enerphyschem
@qualityisarul3
@physorg_com
@mjc383
@medical_xpress

Top Tweeters in G8:
@evidencerobot
@1stdarwin
@oupacademic
@joemugasa
@worldbank
@drcduggan
@juancgabaldon
@sydney_uni
@malariapapers
@deakin

Top Tweeters in G9:
@telegraph
@danirabaiotti
@theglobalherald
@rte
@dialshrimp
@carlosdponciano
@mencardio
@gawbul
@alisonkmcc
@anaabot

Top Tweeters in G10:
@xhnews
@lluis1966
@sustaintrends
@demografia_csic
@seetheairbot
@fundlacaixa
@isglobalorg
@montse_barcelo
@diputacioncc
@the_prbb


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