#malaria, Twitter, 4/5/2021 4:14:50 AM, 252002


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#malaria_2021-04-04_20-17-53.xlsx
#malaria_2021-04-04_20-17-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 05, 2021
Short Description:
#malaria via NodeXL https://bit.ly/31O9i8w
@hanniepower
@who
@malarianomoreuk
@elenagomezdiaz
@malariamustdie
@targetmalaria
@globalfund
@commonwealthsec
@nkemngo
@womeninmalaria

Top hashtags:
#malaria
#covid19
#commonwealth
#mosquitoes
#arco
#plasmodium
#hiv
#dengue

Description:
Description
The graph represents a network of 2,317 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 Monday, 05 April 2021 at 03:23 UTC.

The requested start date was Monday, 05 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, 11-hour, 9-minute period from Monday, 22 March 2021 at 00:58 UTC to Sunday, 04 April 2021 at 12:08 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 : 2317
Unique Edges : 1840
Edges With Duplicates : 5118
Total Edges : 6958
Number of Edge Types : 5
Retweet : 2129
MentionsInRetweet : 3195
Tweet : 502
Mentions : 1101
Replies to : 31
Self-Loops : 538
Reciprocated Vertex Pair Ratio : 0.0404624277456647
Reciprocated Edge Ratio : 0.0777777777777778
Connected Components : 273
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 1388
Maximum Edges in a Connected Component : 5240
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.502684
Graph Density : 0.000670869290063755
Modularity : 0.441828
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,317 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 Monday, 05 April 2021 at 03:23 UTC.

The requested start date was Monday, 05 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, 11-hour, 9-minute period from Monday, 22 March 2021 at 00:58 UTC to Sunday, 04 April 2021 at 12:08 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://sosorinoco.org/es/informes/
[17] https://www.independent.co.uk/news/science/malaria-uk-research-covid-africa-b1824334.html
[16] https://www.thelancet.com/journals/laninf/issue/current
[8] https://furtherafrica.com/2021/04/02/u-s-sets-aside-us20m-to-fight-malaria-in-angola/
[8] https://medicalxpress.com/news/2021-03-mysteries-malaria-infections-deepen-human.html
[7] https://www.wwarn.org/news/news-articles/researchers-call-access-ivermectin-young-children
[7] https://www.scidev.net/asia-pacific/news/smart-surveillance-tech-dents-malaria-in-indian-city/
[6] https://www.thecable.ng/malaria-prevalence-to-reduce-from-23-to-zero-percent/amp
[5] https://www.scholarscentral.org/submissions/malaria-chemotherapy-control-elimination.html
[5] https://www.eurekalert.org/pub_releases/2021-03/uof-um032521.php

Top URLs in Tweet in G1:
[15] https://www.independent.co.uk/news/science/malaria-uk-research-covid-africa-b1824334.html
[4] https://eurekalert.org/pub_releases/2021-03/uof-um032521.php
[3] https://www.isglobal.org/en/-/arranca-un-proyecto-para-usar-datos-moleculares-para-el-control-y-eliminacion-de-la-malaria-en-mozambique
[3] https://www.eurekalert.org/pub_releases/2021-03/uof-um032521.php
[2] https://ternet-or-tz.zoom.us/meeting/register/tZwvdOispzkiE9ItupmkxDB6EUJbPqUUD85y
[2] https://us9.list-manage.com/subscribe?u=0340a4e3425912460bd886269&id=00f0477e58
[2] https://twitter.com/Fredros_Inc/status/1372166170195984385
[2] https://www.isglobal.org/es/-/arranca-un-proyecto-para-usar-datos-moleculares-para-el-control-y-eliminacion-de-la-malaria-en-mozambique
[2] https://www.isglobal.org/ca/-/arranca-un-proyecto-para-usar-datos-moleculares-para-el-control-y-eliminacion-de-la-malaria-en-mozambique
[2] https://onlinelibrary.wiley.com/doi/10.15252/emmm.201911796

Top URLs in Tweet in G2:
[3] https://www.freethink.com/articles/cone-snail-venom
[2] http://zeromalaria.org/
[2] https://www.eurekalert.org/pub_releases/2021-02/uotw-ts022621.php
[2] https://www.globalcitizen.org/en/content/african-stars-draw-the-line-end-malaria/
[2] https://www.eurekalert.org/pub_releases/2021-02/vt-rat022421.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.ghanabusinessnews.com/2021/03/17/over-400000-malaria-related-deaths-in-2020-due-to-irresponsive-health-systems/
[2] https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2020
[2] https://threadreaderapp.com/thread/1375353762714386439.html

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] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[2] https://twitter.com/SOSOrinoco/status/1373620409778704387
[2] https://twitter.com/TheEconomist/status/1374511528938938379
[2] https://www.abc.net.au/news/health/2021-03-31/malaria-vaccine-power-white-blood-cells-burnet-institute-study/100038420
[2] https://medicalxpress.com/news/2021-03-cells-harnessed-ambush-malaria-immediately.html
[2] https://www.nobelprize.org/prizes/medicine/2015/tu/facts/
[2] https://www.eurekalert.org/pub_releases/2021-03/uoe-mom033021.php

Top URLs in Tweet in G4:
[2] https://www.rti.org/insights/malaria-elimination-zanzibar
[2] https://learning.dhsprogram.com/
[2] https://gbchealth.org/cama-dialogue-series-partnerships-to-step-up-investment-in-malaria
[2] http://www.xinhuanet.com/english/africa/2021-04/01/c_139852977.htm
[2] http://www.healthpolicyplus.com/KenyaMalaria.cfm
[1] https://twitter.com/yam_rwanda/status/1377676263456796675
[1] https://15xmalariaimpact.org/15x-kenya/?utm_content=buffer605ab&utm_medium=twitter&utm_source=social&utm_campaign=general
[1] https://15xmalariaimpact.org/15x-greater-mekong-subregion-2/?utm_content=buffer9a3a4&utm_medium=twitter&utm_source=social&utm_campaign=general
[1] https://15xmalariaimpact.org/?utm_content=bufferaa825&utm_medium=twitter&utm_source=social&utm_campaign=general
[1] https://35zcec34w0tj3wi5x24cndw1-wpengine.netdna-ssl.com/wp-content/uploads/2020/11/MNM-Malaria-Gender-Learning-Paper_with-Appendices-FINAL.pdf

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

Top URLs in Tweet in G6:
[8] https://medicalxpress.com/news/2021-03-mysteries-malaria-infections-deepen-human.html
[5] https://www.scholarscentral.org/submissions/malaria-chemotherapy-control-elimination.html
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-021-21998-4
[1] https://elifesciences.org/articles/63838
[1] https://www.ed.ac.uk/edinburgh-infectious-diseases/news/news/mysteries-of-malaria-infections-deepen
[1] https://www.ed.ac.uk/edinburgh-infectious-diseases/news/news/malaria-immunity-insight-could-lead-to-new-vaccine
[1] https://www.ed.ac.uk/biology/news-events/news-2021/mysteries-of-malaria-infections-deepen-after-human
[1] https://www.ed.ac.uk/biology/news-events/news-2021/malaria-immunity-insight-could-lead-to-new-vaccine
[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://twitter.com/AITropHealthMed/status/1374977969601474560

Top URLs in Tweet in G7:
[7] https://www.wwarn.org/news/news-articles/researchers-call-access-ivermectin-young-children
[3] https://www.wwarn.org/news/news-articles/evidence-supports-who-recommendation-pq-combined-acts-block-plasmodium-falciparum
[2] https://www.wwarn.org/tools-resources/literature-reviews/malaria-pregnancy-library
[2] https://elifesciences.org/articles/62448
[2] https://journals.plos.org/plosntds/article?id=10.1371/journal.pntd.0009144%20
[2] https://www.scidev.net/asia-pacific/news/smart-surveillance-tech-dents-malaria-in-indian-city/
[2] https://www.malarianomore.jp/wp-content/uploads/2021/03/Parliamentary-Group-Launch_pressrelease_0326_final.pdf
[2] https://jobs.partneragencies.net/erecruitjobs.html?JobOpeningId=35936&HRS_JO_PST_SEQ=1&hrs_site_id=2
[1] https://www.wwarn.org/tools-resources/malaria-clinical-trials-toolkit
[1] https://www.wwarn.org/news/news-articles/malaria-pregnancy-library-now-available-wwarn

Top URLs in Tweet in G9:
[2] https://www.somma.es/jobs/ic202103-postdoctoral-fellowship-biomathematics-mathematical-and-theoretical-biology-group
[1] https://www.jobs.ac.uk/job/CEU319/research-assistant
[1] https://pubs.acs.org/doi/10.1021/acsinfecdis.0c00676?cookieSet=1
[1] https://recruitingapp-2698.umantis.com/Vacancies/724/Description/2?CompanyID=&lang=eng
[1] https://twitter.com/TonahN/status/1377536117231214592
[1] https://www.somma.es/jobs/software-engineer-precisiontox-0
[1] https://www.somma.es/jobs/software-engineer-veis-risc3cat-1
[1] https://www.somma.es/jobs/senior-post-doctoral-research-position-single-cell-analysis-0
[1] https://www.somma.es/jobs/junior-epidemiologist
[1] https://www.vbdvenezuelanetwork.com/who-are-we

Top URLs in Tweet in G10:
[1] https://twitter.com/Fridays4FutureU/status/1377235520296730629

Top Domains
Top Domains in Tweet in Entire Graph:
[130] twitter.com
[22] co.uk
[21] eurekalert.org
[20] biomedcentral.com
[19] nature.com
[18] medicalxpress.com
[18] sosorinoco.org
[16] thelancet.com
[15] scidev.net
[14] wwarn.org

Top Domains in Tweet in G1:
[16] co.uk
[15] twitter.com
[10] isglobal.org
[9] eurekalert.org
[8] mesamalaria.org
[6] mmv.org
[4] malariaworld.org
[4] wiley.com
[3] zoom.us
[3] list-manage.com

Top Domains in Tweet in G2:
[8] twitter.com
[7] eurekalert.org
[7] who.int
[3] zeromalaria.org
[3] freethink.com
[3] endmalaria.org
[3] targetmalaria.org
[2] reliefweb.int
[2] globalcitizen.org
[2] yahoo.com

Top Domains in Tweet in G3:
[18] twitter.com
[8] furtherafrica.com
[4] medicalxpress.com
[4] scidev.net
[4] blogspot.com
[3] nature.com
[3] economist.com
[3] amazon.de
[2] co.uk
[2] scienceopen.com

Top Domains in Tweet in G4:
[13] twitter.com
[3] 15xmalariaimpact.org
[3] healthpolicyplus.com
[2] netdna-ssl.com
[2] malarianomore.org
[2] rti.org
[2] dhsprogram.com
[2] gbchealth.org
[2] xinhuanet.com
[1] exposure.co

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

Top Domains in Tweet in G6:
[12] medicalxpress.com
[6] twitter.com
[5] scholarscentral.org
[4] ac.uk
[3] nature.com
[2] indiatimes.com
[1] elifesciences.org
[1] net.au
[1] delamed.org
[1] nih.gov

Top Domains in Tweet in G7:
[14] wwarn.org
[5] scidev.net
[3] ac.uk
[2] elifesciences.org
[2] plos.org
[2] eurekalert.org
[2] malarianomore.jp
[2] co.uk
[2] partneragencies.net
[2] twitter.com

Top Domains in Tweet in G9:
[6] somma.es
[1] ac.uk
[1] acs.org
[1] umantis.com
[1] twitter.com
[1] vbdvenezuelanetwork.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2148] malaria
[149] covid19
[119] commonwealth
[93] mosquitoes
[93] arco
[92] plasmodium
[89] hiv
[76] dengue
[76] epigenetics
[74] africa



Top Hashtags in Tweet in G1:
[481] malaria
[66] mosquitoes
[65] epigenetics
[45] plasmodium
[40] womeninmalaria
[28] gem2021
[27] stemsketchathon
[27] iwd2021
[24] mesatrack
[16] parasites

Top Hashtags in Tweet in G2:
[332] malaria
[36] covid19
[35] genedrive
[30] endmalaria
[26] tb
[25] ghana
[18] worldmalariaday
[16] anthonyadofo
[15] zeromalaria
[15] hiv

Top Hashtags in Tweet in G3:
[183] malaria
[18] health
[15] covid19
[14] dengue
[12] africa
[9] mosquitoes
[9] angola
[8] cooperation
[6] healthcare
[6] hiv

Top Hashtags in Tweet in G4:
[118] malaria
[15] optimizingvectorcontrol
[13] covid19
[11] hiv
[10] endmalaria
[10] investinmalaria
[10] kenya
[9] tb
[8] sierraleone
[7] community

Top Hashtags in Tweet in G5:
[93] arco
[29] arcominero
[17] findesemana
[14] malaria
[12] venezuela
[1] ecocidio
[1] violencia
[1] criminalidad
[1] guerrilla
[1] mercury

Top Hashtags in Tweet in G6:
[105] malaria
[23] covid19
[20] vaccine
[19] tb
[15] antibodies
[15] neutrophils
[9] cells
[7] yemen
[5] immunity
[3] control

Top Hashtags in Tweet in G7:
[86] malaria
[13] plasmodium
[12] endmalaria
[11] primaquine
[10] sciencereadforsunday
[8] mip
[7] vaccine
[7] hiv
[6] rt
[6] aplmaleadersdashboard

Top Hashtags in Tweet in G8:
[119] commonwealth
[84] malaria
[63] chogm2018
[62] happeningnow
[40] rwanda
[5] chogm2021
[3] endmalaria
[2] ourcommonwealth

Top Hashtags in Tweet in G9:
[77] malaria
[56] postdoc
[8] epigenetics
[8] mosquitoes
[2] anopheles
[2] mathematics
[2] software
[2] genomics
[2] covid19
[2] vectorbornediseases

Top Hashtags in Tweet in G10:
[66] plasticpollution
[1] uganda
[1] malaria

Top Words
Top Words in Tweet in Entire Graph:
[2140] #malaria
[493] malaria
[229] sosorinoco
[210] research
[166] lab
[161] more
[154] work
[152] health
[151] data
[149] #covid19

Top Words in Tweet in G1:
[481] #malaria
[137] lab
[89] work
[87] elenagomezdiaz
[85] research
[73] recruiting
[69] malaria
[69] projects
[66] #mosquitoes
[65] gómez

Top Words in Tweet in G2:
[328] #malaria
[98] hffgat20
[76] malaria
[58] malariamustdie
[58] more
[58] yl4hghana
[54] end
[51] world
[51] globalfund
[46] people

Top Words in Tweet in G3:
[182] #malaria
[42] malaria
[28] take
[26] pill
[18] #health
[17] fight
[15] #covid19
[14] #dengue
[14] forget
[13] क

Top Words in Tweet in G4:
[118] #malaria
[54] malaria
[30] pmigov
[28] malarianomore
[24] program
[16] health
[16] against
[15] more
[15] camanews
[15] #optimizingvectorcontrol

Top Words in Tweet in G5:
[229] sosorinoco
[94] mining
[94] arc
[93] report
[93] #arco
[93] minero
[93] orinoco
[93] newsletter
[93] #23
[93] march

Top Words in Tweet in G6:
[102] #malaria
[43] study
[41] burnetinstitute
[36] important
[25] cells
[23] #covid19
[22] malaria
[22] blood
[21] use
[20] elife

Top Words in Tweet in G7:
[86] #malaria
[33] wwarn
[31] access
[31] malaria
[28] treatment
[27] ivermectin
[25] children
[21] published
[20] support
[19] millions

Top Words in Tweet in G8:
[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 G9:
[77] #malaria
[61] recruiting
[56] #postdoc
[55] modrzynskalab
[55] gene
[53] interested
[53] expression
[53] regulation
[53] predoc
[53] position

Top Words in Tweet in G10:
[67] water
[66] much
[66] #plasticpollution
[66] empty
[66] pop
[66] bottles
[66] etc
[66] kampala
[66] time
[65] laurie_garrett

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[94] mining,arc
[94] march,2021
[93] gene,expression
[93] report,#arco
[93] #arco,minero
[93] minero,orinoco
[93] orinoco,mining
[93] arc,newsletter
[93] newsletter,#23
[93] #23,march

Top Word Pairs in Tweet in G1:
[66] projects,#malaria
[65] gómez,díaz
[65] díaz,lab
[65] lab,recruiting
[65] recruiting,technician
[65] technician,work
[65] work,projects
[65] #malaria,#epigenetics
[65] #epigenetics,#mosquitoes
[65] #mosquitoes,lab

Top Word Pairs in Tweet in G2:
[23] against,#malaria
[23] end,#malaria
[23] high,level
[22] #tb,#malaria
[21] yl4hghana,marked
[21] marked,close
[21] close,event
[21] event,today
[21] today,year
[21] year,long

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

Top Word Pairs in Tweet in G4:
[8] learn,more
[7] #tb,#malaria
[6] public,health
[6] fight,against
[6] severe,#malaria
[6] against,#hiv
[6] 2006,rti_intl
[6] rti_intl,collaborated
[6] collaborated,pmigov
[6] pmigov,usaidtanzania

Top Word Pairs in Tweet in G5:
[94] mining,arc
[93] report,#arco
[93] #arco,minero
[93] minero,orinoco
[93] orinoco,mining
[93] arc,newsletter
[93] newsletter,#23
[93] #23,march
[93] march,2021
[93] 2021,sosorinoco

Top Word Pairs in Tweet in G6:
[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 G7:
[24] access,ivermectin
[19] millions,children
[19] children,weighing
[19] weighing,less
[19] less,15kg
[19] 15kg,currently
[19] currently,denied
[19] denied,access
[19] ivermectin,treatment
[19] meta,analysis

Top Word Pairs in Tweet in G8:
[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 G9:
[53] recruiting,interested
[53] interested,#malaria
[53] #malaria,gene
[53] gene,expression
[53] expression,regulation
[53] regulation,predoc
[53] predoc,#postdoc
[53] #postdoc,position
[53] position,open
[52] modrzynskalab,recruiting

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sosorinoco
@commonwealthsec
@who
@elenagomezdiaz
@hffgat20
@malariamustdie
@modrzynskalab
@globalfund
@laurie_garrett
@malarianomoreuk

Top Mentioned in G1:
@elenagomezdiaz
@hanniepower
@womeninmalaria
@palonsomalaria
@mesamalaria
@malariagenomics
@isglobalorg
@thoreyjonsdott1
@fredros_inc
@reecelab

Top Mentioned in G2:
@hffgat20
@malariamustdie
@yl4hghana
@who
@globalfund
@malarianomoreuk
@targetmalaria
@endmalaria
@_ghsofficial
@africa

Top Mentioned in G3:
@medmastery
@panoramateam

Top Mentioned in G4:
@pmigov
@malarianomore
@camanews
@rti_intl
@rtimalaria
@usaidtanzania
@nmepnigeria
@hlthpolicyplus
@fightingmalaria
@globalfund

Top Mentioned in G5:
@sosorinoco
@nicolasmaduro

Top Mentioned in G6:
@burnetinstitute
@elife
@gao
@crabbbrendan
@spence_lab
@medical_xpress
@sbsated
@the_rowelab
@beesonmalaria
@wnahrendorf

Top Mentioned in G7:
@wwarn
@plosntds
@lshtm_malaria
@apmen
@aplma_malaria
@who
@undp
@mentor_hq
@rstmh
@globalfund

Top Mentioned in G8:
@commonwealthsec
@drdanielngamije
@malarianomoreuk
@rwandainuk
@pscotlandcsg
@ykaritanyi
@rwandahealth
@chogm2021

Top Mentioned in G9:
@modrzynskalab
@swisstph
@elenagomezdiaz
@parafrap
@hanniepower
@anatflorentin
@anarbgomes_
@tonahn
@veconven1
@snsf_ch

Top Mentioned in G10:
@laurie_garrett

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@dichristine
@threadreaderapp
@edinburghwatch
@femtech_
@zolangegonzalez
@claudiapapo
@alcinodoliveira
@guardian
@wadakashiho

Top Tweeters in G1:
@waltzing_piglet
@biorxivpreprint
@klausriede
@sustaintrends
@scicommbot
@womensciaust
@uf
@demografia_csic
@professionalne
@in_stemm

Top Tweeters in G2:
@threadreaderapp
@magarya
@allafrica
@imagine_garden
@npr
@trackntracer
@faryus88
@drbhiyi
@awo_not_yawa
@colinegreen

Top Tweeters in G3:
@thehansindiaweb
@travelcomments
@reisefreak1001
@iwlarmtunited
@news9tweets
@wellahealth
@advaitadi
@physorg_biology
@fleek_mag
@ilevelsports

Top Tweeters in G4:
@dichristine
@xhnews
@kaabwe
@j_weathers
@myaccessbank
@usaidgh
@ll_lcda
@forglobalgoals
@micklatimer
@jhpiego

Top Tweeters in G5:
@zolangegonzalez
@claudiapapo
@alcinodoliveira
@pitoloco2021
@denises29
@luistrincado
@alvaromunoz
@alfre_gr
@eriniand
@geo14falotico

Top Tweeters in G6:
@betzmyboyblue11
@dwatchnews
@alcinx
@physorg_health
@korstraw
@scitechmachine
@enerphyschem
@qualityisarul3
@physorg_com
@3qap39

Top Tweeters in G7:
@telegraph
@monitor_ph
@evidencerobot
@fredwhitecap
@diamond_dre
@undp
@uyomashire
@mencardio
@oupacademic
@joemugasa

Top Tweeters in G8:
@real_dr_roy
@neiljamesweekes
@rogerfaliga
@thenjoroge
@ga_richardson
@iainlees
@jonesdavidn
@dolapoaina
@michaeldacosta
@cnkulikiyinka

Top Tweeters in G9:
@uzair_caas
@janborichardson
@adilbhatti_
@pjkanywa
@mgrillet
@workacademic
@e_posd
@twistedbacteria
@sh_abhi2k7
@amfriendshu

Top Tweeters in G10:
@jodotcom
@sandykalano
@chickilopiccolo
@rioslade
@damian_godden
@kimerlyus
@social_seer
@eilonwy24
@hl10pm
@tiredinor4now


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