#malaria, Twitter, 1/25/2021 5:02:40 AM, 246426


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#malaria_2021-01-24_20-12-30.xlsx
#malaria_2021-01-24_20-12-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 25, 2021
Short Description:
#malaria via NodeXL https://bit.ly/3peozK8
@nkemngo
@mentor_hq
@globalvectorhub
@who
@malarianomore
@medsformalaria
@isglobalorg
@deepakpatrewal
@malarianomoreuk
@malariamustdie

Top hashtags:
#malaria
#covid19
#tb
#plasmodium
#hiv
#vector
#jnu
#dengue
#cryoem

Description:
Description
The graph represents a network of 1,820 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, 25 January 2021 at 04:15 UTC.

The requested start date was Monday, 25 January 2021 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 11-day, 11-hour, 3-minute period from Monday, 11 January 2021 at 02:31 UTC to Friday, 22 January 2021 at 13:34 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 : 1820
Unique Edges : 1375
Edges With Duplicates : 3125
Total Edges : 4500
Number of Edge Types : 5
Tweet : 411
Retweet : 1355
MentionsInRetweet : 1948
Mentions : 719
Replies to : 67
Self-Loops : 439
Reciprocated Vertex Pair Ratio : 0.0386266094420601
Reciprocated Edge Ratio : 0.0743801652892562
Connected Components : 280
Single-Vertex Connected Components : 120
Maximum Vertices in a Connected Component : 948
Maximum Edges in a Connected Component : 2914
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.514807
Graph Density : 0.000730989735937509
Modularity : 0.498762
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,820 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, 25 January 2021 at 04:15 UTC.

The requested start date was Monday, 25 January 2021 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 11-day, 11-hour, 3-minute period from Monday, 11 January 2021 at 02:31 UTC to Friday, 22 January 2021 at 13:34 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:
[14] https://www.scientificamerican.com/article/a-new-strain-of-drug-resistant-malaria-has-sprung-up-in-africa/
[14] https://upenn.zoom.us/j/99305338458
[13] https://www.wwarn.org/news/news-articles/check-list-recommended-improve-reporting-microscopy-methods-and-results-malaria
[12] https://www.malarianomore.org/news/new-loan-guarantee-facility-unlocks-over-30m-to-shore-up-private-sector-health-care-in-five-african-countries-during-covid-19/
[9] https://www.mmv.org/newsroom/infographics/malaria-liver-stage-biology
[8] https://www.nature.com/articles/doi:10.1038/s41590-020-0800-8.epdf?sharing_token=EcsQ_8twGNvyrZC4fj6e29RgN0jAjWel9jnR3ZoTv0M74WGgl0G22HQiBBK59jYH_UN6DnZWhb1zxi32tnbKFvgkIUmESEXL8QmIZGYKZjbzaIC8-g8UjSpnJ6cbfzm31IbiE-R4WZCvbJWDBjgh-iVvnLX5cHIettn35HTfeqg%3D
[8] https://news.europawire.eu/genetic-diversity-gsk-and-novartis-launch-project-africa-gradient-to-optimise-treatment-responses-for-malaria-and-tuberculosis-in-africa/eu-press-release/2021/01/19/13/41/18/85151/
[8] https://furtherafrica.com/2021/01/17/south-african-scientists-discover-new-chemicals-that-kill-malaria-parasite/
[7] https://www.cittadinireattivi.it/2021/01/14/brescia-basta-veleni-centraline-aria/
[7] https://omdena.com/projects/ai-malaria/

Top URLs in Tweet in G1:
[9] https://www.malarianomore.org/news/new-loan-guarantee-facility-unlocks-over-30m-to-shore-up-private-sector-health-care-in-five-african-countries-during-covid-19/
[9] https://www.mmv.org/newsroom/infographics/malaria-liver-stage-biology
[8] https://news.europawire.eu/genetic-diversity-gsk-and-novartis-launch-project-africa-gradient-to-optimise-treatment-responses-for-malaria-and-tuberculosis-in-africa/eu-press-release/2021/01/19/13/41/18/85151/
[7] https://www.scientificamerican.com/article/a-new-strain-of-drug-resistant-malaria-has-sprung-up-in-africa/
[4] https://www.eurekalert.org/pub_releases/2020-11/idmm-wmp110520.php
[4] https://www.pmi.gov/news/stories-from-the-field/stories-from-the-field---detail/offline-app-expands-malaria-protection-for-children-in-benin
[3] https://www.scidev.net/sub-saharan-africa/news/child-malaria-deaths-slashed-by-rainy-season-regimen/
[3] https://www.reuters.com/article/safrica-malaria/south-african-scientists-discover-new-chemicals-that-kill-malaria-parasite-idUSL8N2JP4F7
[2] https://www.devex.com/news/sponsored/opinion-how-investments-in-health-can-help-defeat-malaria-and-covid-19-98745
[2] https://www.sciencedaily.com/releases/2021/01/210114111914.htm

Top URLs in Tweet in G2:
[8] https://www.nature.com/articles/doi:10.1038/s41590-020-0800-8.epdf?sharing_token=EcsQ_8twGNvyrZC4fj6e29RgN0jAjWel9jnR3ZoTv0M74WGgl0G22HQiBBK59jYH_UN6DnZWhb1zxi32tnbKFvgkIUmESEXL8QmIZGYKZjbzaIC8-g8UjSpnJ6cbfzm31IbiE-R4WZCvbJWDBjgh-iVvnLX5cHIettn35HTfeqg%3D
[3] https://undark.org/2020/12/28/malaria-prevention-pushes-forward-in-africa-despite-pandemic/
[3] https://wwwnc.cdc.gov/eid/article/27/2/19-1660_article?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.who.int/publications-detail-redirect/9789240005624#.X_xC8FGUj3w.twitter
[2] http://link.springer.com/10.1007/s00436-021-07051-9?utm_source=dlvr.it&utm_medium=twitter
[2] http://www.ajtmh.org/content/journals/10.4269/ajtmh.20-1181?TRACK=RSS&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.scientificamerican.com/article/a-new-strain-of-drug-resistant-malaria-has-sprung-up-in-africa/
[1] http://www.healthdata.org/job-posting/project-officer-malaria-and-neglected-tropical-diseases
[1] https://www.radboudumc.nl/en/vacancies/92041-phd-candidate-quantifying-the-spread-of-p-falciparum-malaria
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-020-03579-w

Top URLs in Tweet in G3:
[8] https://furtherafrica.com/2021/01/17/south-african-scientists-discover-new-chemicals-that-kill-malaria-parasite/
[5] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[4] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0244454
[3] http://hivinfo4mm.org/malaria-model/
[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/reuters/status/1279477624297918464
[2] https://www.msf.es/actualidad/sudan-del-sur/las-inundaciones-y-la-violencia-sudan-del-sur-dejan-la-poblacion-una
[2] https://www.lifteachother.org/malaria/
[1] https://www.omicsonline.org/open-access/effect-of-gestational-anemia-on-haemoglobin-concentrations-in-beninese-newborns-at-birth.pdf
[1] https://knowledgezone.co.in/news

Top URLs in Tweet in G4:
[3] https://timesofindia.indiatimes.com/india/jnu-bhu-research-could-help-beat-drug-resistant-tb-malaria/articleshow/80296278.cms
[1] https://www.abpeducation.com/news/jnu-and-bhu-research-to-help-beat-drug-resistant-tb-and-malaria/cid/1206440?utm_source=twitter&utm_medium=social&utm_campaign=abpedu_twit

Top URLs in Tweet in G7:
[1] https://www.biorxiv.org/content/10.1101/2021.01.10.425752v1
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-020-77644-4
[1] https://www.linkedin.com/slink?code=duUF6F3

Top URLs in Tweet in G8:
[3] https://bohemiaconsortium.org/newsletter/
[2] https://www.isglobal.org/es/-/un-nuevo-estudio-identifica-posibles-biomarcadores-de-malaria-grave-en-la-poblacion-infantil-africana
[1] https://www.biorxiv.org/content/10.1101/2021.01.11.426299v1
[1] https://www.biomedcentral.com/epdf/10.1186/s12936-020-03538-5?sharing_token=Akje0sP9O0gne9WKbTHAVW_BpE1tBhCbnbw3BuzI2RPe3xPGHSqiojqqzE-MP9U3rzGkay0LHoRfzNgId0F8oKdiTwOKlW8iKZ3Bi0d55xTnuILhw8lOlj_vEIBMNUMDrM3fpGh2nKRuMQsdsunes-DVzpUXy2yXJQnB4BLYInk%3D
[1] https://twitter.com/drheatherferg/status/1351484493811621888
[1] https://www.clinicallabmanager.com/news/a-new-study-identifies-possible-biomarkers-of-severe-malaria-in-african-children-24872?utm_content=151824028&utm_medium=social&utm_source=twitter&hss_channel=tw-1076156554137628673
[1] https://www.clinicallabmanager.com/news/a-new-study-identifies-possible-biomarkers-of-severe-malaria-in-african-children-24872?utm_content=151824027&utm_medium=social&utm_source=twitter&hss_channel=tw-1076156554137628673
[1] https://www.isglobal.org/-/project-manager-for-multiply-project
[1] https://scienmag.com/a-new-study-identifies-possible-biomarkers-of-severe-malaria-in-african-children/
[1] https://www.isglobal.org/en/-/bioinformatic-for-malaria-physiopathology-malaria-genomics-group

Top URLs in Tweet in G9:
[12] https://www.wwarn.org/news/news-articles/check-list-recommended-improve-reporting-microscopy-methods-and-results-malaria
[2] https://www.wwarn.org/tools-resources/malaria-pregnancy-library
[2] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-020-03572-3
[2] https://www.iddo.org/tools-researchers
[1] https://www.wwarn.org/news/news-articles/new-library-support-global-malaria-research
[1] https://www.wwarn.org/tracking-resistance/sp-molecular-surveyor
[1] https://www.malarianomore.org/news/new-loan-guarantee-facility-unlocks-over-30m-to-shore-up-private-sector-health-care-in-five-african-countries-during-covid-19/
[1] https://www.hindustantimes.com/science/south-african-scientists-discover-new-chemicals-that-kill-malaria-parasite-101610728474071.html
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-020-03569-y
[1] https://www.nature.com/articles/doi:10.1038/s41420-020-00366-z.epdf?sharing_token=gm5E5LWhvlnVnTCJR4xLBNRgN0jAjWel9jnR3ZoTv0MSMZVDb1sDdfxqlGv774wtqFV4kvQFjqGUE3Ucphlmxf46R19EVq2JUyn_WNDQrfLdSPh_ufZIC31XB5XDaFA220S5Lpm6tpZoGFy-vq32Ds8ibpgcAM40Quw7gUTHRwo%3D

Top URLs in Tweet in G10:
[5] https://pancap.org/
[2] https://www.environewsnigeria.com/global-fund-signs-8-54bn-grants-to-fight-hiv-tb-malaria/
[1] https://jobs.partneragencies.net/erecruitjobs.html?JobOpeningId=34288&HRS_JO_PST_SEQ=1&hrs_site_id=2
[1] https://jobs.partneragencies.net/erecruitjobs.html?JobOpeningId=34282&HRS_JO_PST_SEQ=1&hrs_site_id=2
[1] https://jobs.partneragencies.net/erecruitjobs.html?JobOpeningId=34292&HRS_JO_PST_SEQ=1&hrs_site_id=2
[1] https://jobs.partneragencies.net/erecruitjobs.html?JobOpeningId=34291&HRS_JO_PST_SEQ=1&hrs_site_id=2
[1] https://bit.ly/2yEEOuC
[1] https://twitter.com/ExpResRoster/status/1350119759472439303
[1] https://www.arabnews.pk/node/1793096/pakistan
[1] https://twitter.com/GlobalFund/status/1349002442239832065

Top Domains
Top Domains in Tweet in Entire Graph:
[83] twitter.com
[28] nature.com
[17] wwarn.org
[16] scientificamerican.com
[15] zoom.us
[12] biomedcentral.com
[12] malarianomore.org
[12] mmv.org
[12] reuters.com
[11] nih.gov

Top Domains in Tweet in G1:
[12] mmv.org
[10] twitter.com
[9] malarianomore.org
[8] europawire.eu
[7] scientificamerican.com
[6] pmi.gov
[6] reuters.com
[4] eurekalert.org
[4] scidev.net
[4] who.int

Top Domains in Tweet in G2:
[11] nature.com
[8] twitter.com
[7] biomedcentral.com
[5] who.int
[5] cdc.gov
[3] undark.org
[3] nih.gov
[3] springer.com
[2] radboudumc.nl
[2] ajtmh.org

Top Domains in Tweet in G3:
[19] twitter.com
[8] furtherafrica.com
[6] blogspot.com
[4] plos.org
[3] hivinfo4mm.org
[3] medmastery.com
[3] amazon.de
[2] linkedin.com
[2] medicinesinpregnancy.org
[2] reuters.com

Top Domains in Tweet in G4:
[3] indiatimes.com
[1] abpeducation.com

Top Domains in Tweet in G7:
[1] biorxiv.org
[1] nature.com
[1] linkedin.com

Top Domains in Tweet in G8:
[6] isglobal.org
[3] bohemiaconsortium.org
[2] twitter.com
[2] clinicallabmanager.com
[2] medicalxpress.com
[1] biorxiv.org
[1] biomedcentral.com
[1] scienmag.com
[1] publico.pt
[1] saudemais.tv

Top Domains in Tweet in G9:
[16] wwarn.org
[4] nature.com
[3] biomedcentral.com
[2] iddo.org
[1] malarianomore.org
[1] hindustantimes.com
[1] twitter.com

Top Domains in Tweet in G10:
[6] pancap.org
[4] partneragencies.net
[3] twitter.com
[2] environewsnigeria.com
[1] bit.ly
[1] arabnews.pk
[1] theglobalfund.org
[1] reliefweb.int

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1416] malaria
[218] covid19
[100] tb
[75] plasmodium
[73] hiv
[60] vector
[58] jnu
[50] dengue
[41] cryoem
[40] endmalaria



Top Hashtags in Tweet in G1:
[307] malaria
[97] covid19
[24] endmalaria
[15] visionloss
[15] blindness
[15] diabetes
[15] ncds
[15] gbd
[15] cervicalcancer
[15] anaemia

Top Hashtags in Tweet in G2:
[147] malaria
[40] plasmodium
[14] accessible
[14] communication
[11] mosquito
[10] citizenscience
[10] covid19
[8] vector
[8] singlecell
[7] ntds

Top Hashtags in Tweet in G3:
[166] malaria
[17] southafrica
[15] covid19
[13] hiv
[12] africa
[11] health
[9] parasite
[8] scientists
[8] africacdc
[6] aids

Top Hashtags in Tweet in G4:
[58] malaria
[57] jnu
[57] tb
[1] researchers
[1] mechanism
[1] medication
[1] tuberculosis

Top Hashtags in Tweet in G5:
[73] malaria
[12] ahora
[6] saludparatodos

Top Hashtags in Tweet in G6:
[49] vector
[1] malaria
[1] child
[1] covid19

Top Hashtags in Tweet in G7:
[39] cryoem
[32] cryoid
[10] malaria
[6] plasmodium
[2] technologicalinnovation
[2] bioengineering
[1] parasitology
[1] bestchristmasgiftever

Top Hashtags in Tweet in G8:
[34] malaria
[11] mosquitoes
[4] bohemiaproject
[3] biomarker
[3] mirna
[3] isglobaljobs
[3] ivermectin
[2] microrna
[2] rna
[2] endmalaria

Top Hashtags in Tweet in G9:
[48] malaria
[26] microscopy
[7] covid19
[4] rt
[3] eliminate
[3] forest
[3] tuberculosis
[2] cambodian
[2] nmfi
[2] vl

Top Hashtags in Tweet in G10:
[25] hiv
[21] malaria
[12] tb
[12] burundi
[6] tuberculosis
[4] aids
[4] pakistan
[3] ccm
[3] covid19
[2] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[1418] #malaria
[314] malaria
[218] #covid19
[144] health
[134] more
[121] used
[108] research
[105] drug
[103] opsomsels
[101] researchers

Top Words in Tweet in G1:
[307] #malaria
[101] malaria
[97] #covid19
[77] health
[58] essential
[55] medsformalaria
[52] private
[50] pmigov
[49] partners
[48] gt

Top Words in Tweet in G2:
[148] #malaria
[48] elenagomezdiaz
[41] #plasmodium
[38] article
[37] make
[29] hanniepower
[29] used
[24] womeninmalaria
[23] research
[22] genomics

Top Words in Tweet in G3:
[166] #malaria
[50] malaria
[23] take
[23] pill
[17] #southafrica
[15] #covid19
[15] kill
[13] #hiv
[13] forget
[12] south

Top Words in Tweet in G4:
[58] bhupro
[58] #malaria
[58] team
[57] #jnu
[57] drug
[57] resistant
[57] #tb
[56] researchers
[56] developed
[56] compound

Top Words in Tweet in G5:
[102] opsomsels
[73] #malaria
[67] evaluación
[52] salvador
[52] proceso
[52] certificarse
[52] libre
[30] prevención
[29] control
[22] equipo

Top Words in Tweet in G6:
[49] language
[49] matters
[49] human
[49] described
[49] #vector
[49] reserved
[49] disease
[49] transmitters
[48] jackiecassell

Top Words in Tweet in G7:
[39] #cryoem
[37] way
[32] first
[32] biorxivpreprint
[32] better
[32] start
[32] story
[32] used
[32] #cryoid
[32] determine

Top Words in Tweet in G8:
[34] #malaria
[12] human
[11] isglobalorg
[11] scientists
[11] artificially
[11] infect
[11] #mosquitoes
[11] advance
[11] treatment
[11] witsuniversity

Top Words in Tweet in G9:
[48] #malaria
[26] #microscopy
[24] wwarn
[21] published
[16] ajtmh
[15] methods
[14] studies
[14] paper
[14] procedures
[11] recommends

Top Words in Tweet in G10:
[29] globalfund
[25] #hiv
[23] undp
[21] #malaria
[14] end
[13] make
[12] #tb
[12] join
[12] #burundi
[12] accelerate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[78] drug,resistant
[68] resistant,#malaria
[63] #malaria,#tb
[58] #jnu,bhupro
[57] researchers,#jnu
[57] bhupro,developed
[57] developed,compound
[57] compound,tackles
[57] tackles,drug
[57] #tb,team

Top Word Pairs in Tweet in G1:
[46] health,services
[43] essential,health
[39] private,healthcare
[28] open,doors
[28] doors,african
[28] african,private
[28] unlocking,gt
[27] gt,30
[23] prevention,treatment
[23] healthcare,initiative

Top Word Pairs in Tweet in G2:
[24] #malaria,#plasmodium
[21] hey,#malaria
[21] #plasmodium,friends
[21] friends,make
[21] make,sure
[21] sure,follow
[21] follow,womeninmalaria
[21] womeninmalaria,elenagomezdiaz
[21] elenagomezdiaz,reecelab
[21] reecelab,finalise

Top Word Pairs in Tweet in G3:
[23] take,#malaria
[23] #malaria,pill
[12] forget,take
[11] south,african
[11] remember,take
[11] pill,hope
[10] discover,chemicals
[10] chemicals,kill
[8] #southafrica,#scientists
[8] #scientists,discover

Top Word Pairs in Tweet in G4:
[57] #jnu,bhupro
[57] drug,resistant
[56] researchers,#jnu
[56] bhupro,developed
[56] developed,compound
[56] compound,tackles
[56] tackles,drug
[56] resistant,#malaria
[56] #malaria,#tb
[56] #tb,team

Top Word Pairs in Tweet in G5:
[52] salvador,proceso
[52] proceso,evaluación
[52] evaluación,certificarse
[52] certificarse,libre
[52] libre,#malaria
[51] opsomsels,salvador
[23] prevención,control
[18] control,#malaria
[14] misión,evaluación
[12] #ahora,equipo

Top Word Pairs in Tweet in G6:
[49] language,matters
[49] matters,human
[49] human,described
[49] described,#vector
[49] #vector,reserved
[49] reserved,disease
[49] disease,transmitters
[48] jackiecassell,language

Top Word Pairs in Tweet in G7:
[32] first,biorxivpreprint
[32] biorxivpreprint,better
[32] better,way
[32] way,start
[32] start,story
[32] story,used
[32] used,#cryoem
[32] #cryoem,#cryoid
[32] #cryoid,determine
[31] mimi1inh,first

Top Word Pairs in Tweet in G8:
[11] scientists,artificially
[11] artificially,infect
[11] infect,#mosquitoes
[11] #mosquitoes,human
[11] human,#malaria
[11] #malaria,advance
[11] advance,treatment
[11] treatment,witsuniversity
[11] witsuniversity,naturecomms
[10] medical_xpress,scientists

Top Word Pairs in Tweet in G9:
[15] #microscopy,methods
[11] #microscopy,procedures
[10] methods,reported
[10] reported,published
[10] published,#malaria
[10] #malaria,studies
[10] systematic,review
[8] wwarn,paper
[8] evidence,based
[8] based,checklist

Top Word Pairs in Tweet in G10:
[14] end,#hiv
[12] accelerate,end
[12] #hiv,tb
[11] join,undp
[11] undp,#burundi
[11] #burundi,make
[11] make,contribution
[11] contribution,undp
[11] undp,partnership
[11] partnership,globalfund

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@opsomsels
@bhupro
@medsformalaria
@malariamustdie
@elenagomezdiaz
@pmigov
@jackiecassell
@malarianomore
@hanniepower
@biorxivpreprint

Top Mentioned in G1:
@medsformalaria
@pmigov
@malariamustdie
@malarianomore
@malarianomoreuk
@unitaid
@lancetgh
@livuni
@gsk
@who

Top Mentioned in G2:
@elenagomezdiaz
@hanniepower
@womeninmalaria
@reecelab
@nar_open
@globalvectorhub
@mesamalaria
@bloodsparasites
@sangerinstitute
@fegug

Top Mentioned in G3:
@breakthrough_ar
@himmoderator
@medmastery
@towncrierafrica
@lindahalercsd
@ositaamakeze
@mundelasalud
@mobcleaning
@sonkonews

Top Mentioned in G4:
@bhupro
@eduminofindia
@drrpnishank
@jnu_in

Top Mentioned in G5:
@opsomsels

Top Mentioned in G6:
@jackiecassell

Top Mentioned in G7:
@biorxivpreprint
@mimi1inh
@leonie_anton
@cmholab
@snsf_ch
@davwcbb
@discover_echo
@pcr_guy
@cfpasaje
@official_ibab

Top Mentioned in G8:
@witsuniversity
@isglobalorg
@naturecomms
@fredros_inc
@medical_xpress
@manhica_cism
@cdc_eidjournal
@fundlacaixa
@the_prbb
@wits_e

Top Mentioned in G9:
@wwarn
@ajtmh
@morubkk
@tropmedoxford
@aplma_malaria
@worldbank
@whoafro
@nature
@ajt
@africacdc

Top Mentioned in G10:
@globalfund
@undp
@expresroster
@pancaporg
@mehreenzahra
@ocharlemagne
@environewsng
@donaldkaberuka
@peterasands
@msimire

Top Tweeters
Top Tweeters in Entire Graph:
@rk70534
@chrisbrey1
@thehill
@businessinsider
@reuters
@sabcnews
@trigorosa
@dev_discourse
@viralvideovlogs
@fot_roca

Top Tweeters in G1:
@reuters
@viralvideovlogs
@emocionycambio
@eprnetwork
@zimrirosas
@thecitizen_news
@artificialbra1n
@mojamesapted
@aroguden
@technojeder

Top Tweeters in G2:
@avfolk
@dailytimespak
@sciam
@ehekkala
@behavecolpapers
@tutorcambodia
@uzair_caas
@freitas_drj
@nycuratrix
@bloodsparasites

Top Tweeters in G3:
@dev_discourse
@bsindia
@lindahalercsd
@informativosta
@siristone
@qatarday
@travelcomments
@worldnewsdotcom
@reisefreak1001
@jucktion

Top Tweeters in G4:
@drdharmsharma1
@mrghost2_
@govindakumar381
@ajay66268190
@yamlaa4
@pti_news
@god61284517
@manish37371138
@drharish139
@akshayv30742575

Top Tweeters in G5:
@fot_roca
@noticierohechos
@calemanr
@votaporlan
@concepc05811060
@3179_manolito
@mafalda43010618
@marielosrodri19
@etorres72_57764
@ggallegos24

Top Tweeters in G6:
@mcmason1984
@hassaanhch
@laguiri
@angiebuk
@timandraharknes
@sandrawors3
@goldenphoto_pro
@leoniedelt
@moms4fape
@institutehpe

Top Tweeters in G7:
@biorxivpreprint
@t2438
@shorterlab
@theosanderson
@dmborek
@saelicesl
@tathabiswas
@joostsnijder
@bindikannan963
@snsf_ch

Top Tweeters in G8:
@physorg_health
@enerphyschem
@physorg_com
@xcelciork
@fxrseen
@medical_xpress
@deepakpatrewal
@serrgv
@yonaxis
@raultoran

Top Tweeters in G9:
@evidencerobot
@naturenews
@worldbank
@bbbrieger
@ajt
@rmblaber56
@nfidvaccines
@league_of_india
@nature
@info_tghn

Top Tweeters in G10:
@undp
@mehreenzahra
@msimire
@lichang8
@undpcareers
@nuovella
@environewsng
@jpacaba
@caricomorg
@aamirsaeed_


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