#malaria, Twitter, 7/6/2020 10:01:33 PM, 230284


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#malaria_2020-07-05_21-57-35.xlsx
#malaria_2020-07-05_21-57-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 06, 2020
Short Description:
#malaria via NodeXL https://bit.ly/3fasvq8
@globalfund
@elenagomezdiaz
@mohfw_india
@malarianomore
@erada_tech
@who
@nighealthwatch
@malarianomoreuk
@endmalaria
@pmigov

Top hashtags:
#malaria
#covid19
#hiv
#tb
#unitetofight
#coronavirus
#cancer
#beatmalaria
#covid

Description:
Description
The graph represents a network of 3,520 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, 06 July 2020 at 04:58 UTC.

The requested start date was Monday, 06 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 15-hour, 27-minute period from Monday, 22 June 2020 at 18:36 UTC to Sunday, 05 July 2020 at 10:04 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 : 3520
Unique Edges : 2626
Edges With Duplicates : 9333
Total Edges : 11959
Number of Edge Types : 5
Retweet : 3596
MentionsInRetweet : 5479
Mentions : 2092
Tweet : 668
Replies to : 124
Self-Loops : 807
Reciprocated Vertex Pair Ratio : 0.0306433193757137
Reciprocated Edge Ratio : 0.0594644506001847
Connected Components : 441
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 2263
Maximum Edges in a Connected Component : 9959
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.134591
Graph Density : 0.000437156087731535
Modularity : 0.417686
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 3,520 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, 06 July 2020 at 04:58 UTC.

The requested start date was Monday, 06 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 15-hour, 27-minute period from Monday, 22 June 2020 at 18:36 UTC to Sunday, 05 July 2020 at 10:04 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:
[30] https://phys.org/news/2020-06-malaria-secret-surviving-blood-uncovered.html
[22] https://www.thecable.ng/ehanire-madagascar-covid-19-herb-is-for-malaria-we-have-plantation-of-it/amp
[19] https://medicalxpress.com/news/2020-07-proof-of-concept-malaria-parasites-india.html
[16] https://www.lstmed.ac.uk/news-events/news/tracking-the-spread-of-mosquito-insecticide-resistance-across-africa
[15] http://nvbdcp.gov.in/malaria11.html
[15] https://medicalxpress.com/news/2020-06-anti-mosquito-fabrics-malaria.html
[12] https://www.youtube.com/watch?v=BkAVFrRRgTM&feature=youtu.be

[10] https://www.theglobalfund.org/en/news/2020-06-24-global-fund-covid-19-report-deaths-from-hiv-tb-and-malaria-could-almost-double-in-12-months-unless-urgent-action-is-taken/
[9] https://www.youtube.com/watch?v=K_b4hEZDJkE&feature=youtu.be

[9] https://www.youtube.com/watch?v=cTOZB4BNFGA&feature=youtu.be


Top URLs in Tweet in G1:
[12] https://medicalxpress.com/news/2020-06-anti-mosquito-fabrics-malaria.html
[12] https://www.lstmed.ac.uk/news-events/news/tracking-the-spread-of-mosquito-insecticide-resistance-across-africa
[9] https://www.youtube.com/watch?v=cTOZB4BNFGA&feature=youtu.be

[5] https://theprint.in/health/how-covid-is-making-it-tougher-to-tackle-tb-aids-malaria-and-child-health/443658/
[5] https://medium.com/usaid-2030/15-things-about-pmi-on-the-15th-anniversary-of-its-launch-9c7ce50b38b5
[4] https://medicalxpress.com/news/2020-06-brain-children-cerebral-malaria-reveals.html
[4] http://cnm.gov.kh
[3] https://reliefweb.int/report/world/global-fund-survey-majority-hiv-tb-and-malaria-programs-face-disruptions-result-covid
[3] https://www.telegraph.co.uk/global-health/science-and-disease/fight-against-malaria-tb-hiv-hit-resources-diverted-covid-19/
[3] https://www.spectator.co.uk/article/what-can-roman-outbreaks-of-malaria-teach-us-about-covid

Top URLs in Tweet in G2:
[7] https://www.biorxiv.org/content/10.1101/2020.06.22.164756v1#disqus_thread
[2] https://gomezdiazlab.wordpress.com
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-020-67817-6
[2] https://www.biorxiv.org/content/10.1101/2020.06.22.164756v1
[2] https://www.youtube.com/watch?v=CsvvXaeLydI&feature=youtu.be

[2] https://www.who.int/immunization/diseases/en/
[1] http://biodiversitygenomics.net/site/wp-content/uploads/2020/04/1page-TargetMalaria.pdf
[1] https://twitter.com/elenagomezdiaz/status/1275188161791037441
[1] https://www.biorxiv.org/content/10.1101/2020.06.22.164228v1
[1] https://www.biorxiv.org/content/10.1101/2020.06.26.163105v1.abstract

Top URLs in Tweet in G3:
[5] https://www.theglobalfund.org/en/news/2020-06-24-global-fund-covid-19-report-deaths-from-hiv-tb-and-malaria-could-almost-double-in-12-months-unless-urgent-action-is-taken/
[4] https://www.theglobalfund.org/media/9819/covid19_mitigatingimpact_report_en.pdf
[2] https://www.theglobalfund.org/en/covid-19/news/2020-06-17-global-fund-survey-majority-of-hiv-tb-and-malaria-programs-face-disruptions-as-a-result-of-covid-19/
[1] http://ableindia.in/news/details/992
[1] https://healthgap.org/will-congress-rise-to-the-moment-and-save-lives-or-will-they-let-covid-19-roll-back-years-of-fragile-gains-against-hiv-tuberculosis-and-malaria/
[1] https://www.telegraph.co.uk/global-health/science-and-disease/fight-against-malaria-tb-hiv-hit-resources-diverted-covid-19/
[1] https://twitter.com/GlobalFund/status/1275793906056212485
[1] https://www.developmentaid.org/#!/news-stream/post/68237/global-fund-urges-to-mitigate-the-impact-of-covid-19-on-countries-affected-by-hiv-tuberculosis-and-malaria
[1] https://frontlineaids.org/deaths-from-aids-tuberculosis-and-malaria-could-double-due-to-covid-19/
[1] https://www.prnewswire.com/in/news-releases/global-fund-covid-19-report-deaths-from-hiv-tb-and-malaria-could-almost-double-in-12-months-unless-urgent-action-is-taken-843014978.html

Top URLs in Tweet in G4:
[7] http://nvbdcp.gov.in/malaria11.html
[1] https://twitter.com/DantewadaDist/status/1278709476279742464
[1] https://twitter.com/MalariaJournal/status/1275165935981092864
[1] https://www.cgtop36.com/cgtop36/second-phase-of-malaria-free-bastar-campaign/
[1] https://twitter.com/Niharikaspeaks/status/1274217639578005507

Top URLs in Tweet in G5:
[9] https://www.youtube.com/watch?v=K_b4hEZDJkE&feature=youtu.be

[7] https://africafeeds.com/2020/03/28/france-allows-use-of-chloroquine-to-treat-covid-19-patients/
[5] https://www.globenewswire.com/news-release/2020/06/04/2043839/0/en/GeoVax-Labs-Inc-Announces-Approval-for-Trading-on-OTCQB-Venture-Market.html
[5] http://nvbdcp.gov.in/malaria11.html
[5] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[4] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[3] https://www.ghanabusinessnews.com/2020/06/30/need-to-promote-effective-malaria-diagnosis-in-the-midst-of-covid-19/
[2] https://www.healthcareexecutive.in/blog/impactofmonsoon
[2] https://www.theglobalfund.org/en/news/2020-06-24-global-fund-covid-19-report-deaths-from-hiv-tb-and-malaria-could-almost-double-in-12-months-unless-urgent-action-is-taken/
[2] https://aipctshop.com/product/lariago-ds-500-mg-chloroquine-5-tablets/

Top URLs in Tweet in G6:
[4] https://www.research-in-germany.org/news/2020/6/2020-06-25_Unravelling_the_secrets_of_the_malaria_parasite.html
[2] https://www.gla.ac.uk/news/headline_727728_en.html
[2] http://ashpublications.org/bloodadvances/article/4/13/2851/461105
[1] https://allafrica.com/view/group/main/main/id/00073824.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Agroup%3Aablfpu
[1] https://phys.org/news/2020-06-malaria-secret-surviving-blood-uncovered.html
[1] https://www.axios.com/coronavirus-africa-pandemic-uganda-kenya-ab8f6789-9033-47c2-b9fa-4ce16052f25e.html
[1] https://www.the-scientist.com/news-opinion/malaria-parasites-biological-clocks-coordinate-cell-destruction-67536?utm_campaign=TS_OTC_2020&utm_source=hs_email&utm_medium=email&utm_content=88176209&_hsenc=p2ANqtz-9I8SOp1QsQpw_HOOLERPhVP76mMNjK-LyYRQm4u5grMhuS5EQzN5GgYW8m3dhh5O9eucdAv2-K6d8wwpiQaYHRbF8nsw&_hsmi=88176209
[1] https://www.nytimes.com/2020/06/24/world/coronavirus-updates.html#link-752c4fe7
[1] https://www.nature.com/articles/s41423-020-0482-z
[1] https://twitter.com/AusAmbRHS/status/1274861920147906561

Top URLs in Tweet in G7:
[4] https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3000633
[3] https://elpais.com/elpais/2020/06/17/planeta_futuro/1592389810_004903.html?ssm=TW_CC
[2] https://womeninmalaria.weebly.com
[2] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-020-03267-9
[2] https://www.lstmed.ac.uk/news-events/news/tracking-the-spread-of-mosquito-insecticide-resistance-across-africa
[2] https://journals.plos.org/plosbiology/article?id=10.1371%2Fjournal.pbio.3000633&utm_source=dlvr.it&utm_medium=twitter
[2] https://elpais.com/elpais/2020/06/24/planeta_futuro/1593016083_040560.html
[2] https://theconversation.com/breakthrough-microbe-found-to-block-the-transmission-of-malaria-139140
[2] https://www.ajtmh.org/content/journals/10.4269/ajtmh.20-0467
[1] https://redderutascarlosv.wordpress.com/2020/05/29/une-etude-reussit-a-predire-lefficacite-des-vaccins-contre-la-malaria/

Top URLs in Tweet in G8:
[1] https://wellahealth.com/Home/HowItWorksMalaria?utm_source=How
[1] it
[1] works&utm_medium=Website&utm_campaign=Malaria

Top URLs in Tweet in G9:
[12] https://www.youtube.com/watch?v=BkAVFrRRgTM&feature=youtu.be

[4] https://www.youtube.com/watch?v=-mxM52T_fwg&feature=youtu.be&t=4

[1] https://www.youtube.com/watch?v=EZEYvXoKn8E&feature=youtu.be&t=6


Top URLs in Tweet in G10:
[1] https://www.sunnewsonline.com/malaria-killing-more-patients-afraid-to-patronize-hospital-because-of-covid-19-ngo/
[1] https://youtu.be/g_5SGuh56Ms
[1] https://www.theglobalfund.org/en/news/2020-06-24-global-fund-covid-19-report-deaths-from-hiv-tb-and-malaria-could-almost-double-in-12-months-unless-urgent-action-is-taken/

Top Domains
Top Domains in Tweet in Entire Graph:
[117] twitter.com
[60] youtube.com
[41] medicalxpress.com
[37] phys.org
[30] wordpress.com
[25] ac.uk
[22] thecable.ng
[20] biomedcentral.com
[20] theglobalfund.org
[19] biorxiv.org

Top Domains in Tweet in G1:
[42] twitter.com
[16] medicalxpress.com
[15] youtube.com
[12] ac.uk
[10] nih.gov
[9] co.uk
[8] rti.org
[7] biomedcentral.com
[7] medium.com
[6] theprint.in

Top Domains in Tweet in G2:
[15] biorxiv.org
[2] twitter.com
[2] wordpress.com
[2] nature.com
[2] youtube.com
[2] who.int
[1] biodiversitygenomics.net
[1] canalsur.es
[1] theglobalfund.org
[1] nytimes.com

Top Domains in Tweet in G3:
[11] theglobalfund.org
[3] twitter.com
[1] ableindia.in
[1] healthgap.org
[1] co.uk
[1] developmentaid.org
[1] frontlineaids.org
[1] prnewswire.com
[1] ungm.org

Top Domains in Tweet in G4:
[7] gov.in
[3] twitter.com
[1] cgtop36.com

Top Domains in Tweet in G5:
[21] twitter.com
[15] youtube.com
[15] wordpress.com
[8] instagram.com
[8] blogspot.com
[7] linkedin.com
[7] africafeeds.com
[5] globenewswire.com
[5] gov.in
[4] amazon.de

Top Domains in Tweet in G6:
[4] twitter.com
[4] malariaworld.org
[4] research-in-germany.org
[3] ashpublications.org
[2] ac.uk
[2] nature.com
[2] co.uk
[2] biorxiv.org
[1] allafrica.com
[1] phys.org

Top Domains in Tweet in G7:
[9] elpais.com
[7] biomedcentral.com
[6] plos.org
[4] ac.uk
[3] theconversation.com
[2] weebly.com
[2] twitter.com
[2] ajtmh.org
[1] wordpress.com
[1] urjc.es

Top Domains in Tweet in G8:
[1] wellahealth.com

Top Domains in Tweet in G9:
[17] youtube.com

Top Domains in Tweet in G10:
[1] sunnewsonline.com
[1] youtu.be
[1] theglobalfund.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3720] malaria
[1822] covid19
[1137] hiv
[854] tb
[466] unitetofight
[358] coronavirus
[264] cancer
[161] beatmalaria
[159] covid
[137] endmalaria



Top Hashtags in Tweet in G1:
[767] malaria
[118] endmalaria
[103] covid19
[87] 15yearsofpmi
[43] vivax
[42] tb
[36] hiv
[35] zeromalariastartswithme
[29] dyk
[27] africa

Top Hashtags in Tweet in G2:
[298] malaria
[228] covid19
[224] coronavirus
[222] cancer
[14] vaccine
[7] science
[5] avianmalaria
[3] parasites
[3] plasmodium
[3] hiv

Top Hashtags in Tweet in G3:
[996] hiv
[972] covid19
[785] malaria
[764] tb
[460] unitetofight
[12] repmarciafudge
[9] tuberculosis
[8] aids
[3] coronavirus
[3] doitnow

Top Hashtags in Tweet in G4:
[242] malaria
[154] covid19
[143] beatmalaria
[74] covid
[24] malariafree
[16] indiafightscorona
[7] swasthabharat
[7] healthforall
[6] malariamuktbastar
[5] togetheragainstcovid19

Top Hashtags in Tweet in G5:
[290] malaria
[47] covid19
[30] dengue
[29] coronavirus
[22] covid
[21] disease
[19] fever
[18] hiv
[18] media
[18] usa

Top Hashtags in Tweet in G6:
[112] malaria
[42] plasmodium
[27] parasites
[26] mooc
[12] covid19
[11] parasite
[8] tuberculosis
[8] cooltshirttuesday
[7] coronaviruspandemic
[7] hiv

Top Hashtags in Tweet in G7:
[122] malaria
[17] saludglobal
[12] womeninmalaria
[10] covid19
[8] mosquito
[6] tuberculosis
[5] hiv
[5] dengue
[4] polio
[4] oms

Top Hashtags in Tweet in G8:
[1] malaria
[1] healthtech

Top Hashtags in Tweet in G9:
[36] malaria
[21] covid
[20] contagious
[19] coronavirus
[16] mumbai
[15] dengue
[13] bmc
[12] drone
[3] drones
[1] mosquitoes

Top Hashtags in Tweet in G10:
[72] malaria
[70] covid19
[17] niger
[11] coronavirus
[3] healthfactchecknaija
[2] unitetofight
[1] covid19nigeria
[1] takeresponsibility
[1] gettested
[1] nigeria

Top Words
Top Words in Tweet in Entire Graph:
[3689] #malaria
[1820] #covid19
[1137] #hiv
[1097] countries
[910] developing
[853] #tb
[851] malaria
[738] progress
[703] ciencia
[643] decades

Top Words in Tweet in G1:
[765] #malaria
[269] pmigov
[176] years
[155] malaria
[127] endmalaria
[125] 15
[118] #endmalaria
[117] global
[102] #covid19
[96] lives

Top Words in Tweet in G2:
[684] ciencia
[298] #malaria
[256] elenagomezdiaz
[228] #covid19
[224] #coronavirus
[222] mata
[222] #cancer
[222] crisis
[221] económi
[42] thebaumlab

Top Words in Tweet in G3:
[1015] countries
[996] #hiv
[972] #covid19
[895] developing
[785] #malaria
[764] #tb
[639] progress
[624] decades
[599] 1b
[462] globalfund

Top Words in Tweet in G4:
[242] #malaria
[181] mohfw_india
[158] malaria
[154] attack
[154] #covid19
[154] take
[154] stay
[154] protected
[153] times
[153] ample

Top Words in Tweet in G5:
[290] #malaria
[62] malaria
[47] #covid19
[35] take
[30] #dengue
[29] #coronavirus
[29] 19
[26] diseases
[25] pill
[23] covid

Top Words in Tweet in G6:
[111] #malaria
[43] malaria
[42] #plasmodium
[39] frischknechtlab
[34] work
[30] cells
[30] red
[29] blood
[28] part
[27] stage

Top Words in Tweet in G7:
[122] #malaria
[34] isglobalorg
[29] resistance
[22] fredros_inc
[21] enfermedades
[20] africa
[20] insecticide
[20] infecciosas
[19] mosquitoes
[18] control

Top Words in Tweet in G8:
[153] malaria
[76] cheaper
[76] way
[76] treat
[76] 450
[76] month
[76] protection
[76] plan
[76] includes
[76] rapid

Top Words in Tweet in G9:
[36] #malaria
[22] ppl
[21] #covid
[20] extremely
[20] #contagious
[19] being
[19] #coronavirus
[19] infected
[19] affected
[18] despite

Top Words in Tweet in G10:
[72] #malaria
[70] #covid19
[58] malaria
[50] nighealthwatch
[48] symptoms
[48] very
[46] covid
[46] 19
[31] similar
[31] different

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[895] developing,countries
[761] #tb,#malaria
[756] #hiv,#tb
[625] decades,progress
[366] 1b,globalfund
[358] approve,1b
[357] towards,ending
[356] progress,towards
[355] countries,hardest
[355] ending,#hiv

Top Word Pairs in Tweet in G1:
[114] 15,years
[68] saving,lives
[63] fighting,#malaria
[56] years,fighting
[53] congratulations,pmigov
[51] pmigov,15
[50] against,#malaria
[48] years,ago
[44] #malaria,saving
[42] ago,today

Top Word Pairs in Tweet in G2:
[223] #covid19,#malaria
[222] ciencia,#coronavirus
[222] #coronavirus,ciencia
[222] ciencia,mata
[222] mata,#cancer
[222] #cancer,#covid19
[222] #malaria,ciencia
[222] ciencia,crisis
[221] elenagomezdiaz,ciencia
[221] crisis,económi

Top Word Pairs in Tweet in G3:
[895] developing,countries
[728] #tb,#malaria
[704] #hiv,#tb
[619] decades,progress
[366] 1b,globalfund
[358] approve,1b
[355] countries,hardest
[355] progress,towards
[355] towards,ending
[355] ending,#hiv

Top Word Pairs in Tweet in G4:
[154] malaria,attack
[154] #covid19,take
[154] stay,protected
[153] attack,times
[153] times,#covid19
[153] take,ample
[153] ample,precautions
[153] precautions,stay
[144] protected,#malaria
[144] #malaria,let's

Top Word Pairs in Tweet in G5:
[25] take,#malaria
[25] #malaria,pill
[20] covid,19
[18] #media,confirmations
[18] confirmations,#disease
[18] #disease,southern
[18] southern,part
[18] part,#usa
[18] #usa,passing
[18] passing,#malaria

Top Word Pairs in Tweet in G6:
[27] blood,cells
[27] stage,#malaria
[27] #malaria,#parasites
[26] #plasmodium,replicates
[26] replicates,red
[26] red,blood
[26] cells,textbooks
[26] textbooks,sexual
[26] sexual,stage
[26] #parasites,develop

Top Word Pairs in Tweet in G7:
[20] insecticide,resistance
[18] sub,saharan
[15] enfermedades,infecciosas
[15] infecciosas,siguen
[15] siguen,siendo
[15] siendo,única
[15] única,amenaza
[15] amenaza,sistémica
[15] sistémica,términos
[15] términos,#saludglobal

Top Word Pairs in Tweet in G8:
[76] cheaper,way
[76] way,treat
[76] treat,malaria
[76] malaria,450
[76] 450,month
[76] month,malaria
[76] malaria,protection
[76] protection,plan
[76] plan,includes
[76] includes,rapid

Top Word Pairs in Tweet in G9:
[20] extremely,#contagious
[18] #contagious,months
[18] months,#coronavirus
[18] ppl,getting
[18] infected,affected
[18] affected,#malaria
[18] #malaria,year
[17] getting,infected
[15] #covid,fooled
[15] despite,being

Top Word Pairs in Tweet in G10:
[46] covid,19
[30] #covid19,same
[30] same,#malaria
[30] #malaria,covid
[30] 19,malaria
[30] malaria,similar
[30] similar,symptoms
[30] symptoms,very
[30] very,different
[29] nighealthwatch,#covid19

Top Replied-To
Top Replied-To in Entire Graph:
@who
@hmwssbonline
@sanru_asbl
@speakupafrica1
@maxedge051
@_atanas_
@realtuckfrumper
@cnnnews18
@mybmcwardkw
@ktrtrs

Top Replied-To in G1:
@sanru_asbl
@who
@speakupafrica1
@ghsupplychain
@usaidtanzania
@pmigov
@defeat_malaria
@priyankajshukla
@medsformalaria
@globalfund

Top Replied-To in G2:
@gavi

Top Replied-To in G3:
@repbillfoster
@chriscoons
@senatorcarper
@who

Top Replied-To in G9:
@mybmcwardkw
@cnnnews18
@soni_razdan
@hrt2mouth
@sethshruti
@zoo_bear
@sakshijoshii
@gotya101
@tejash790
@bsvishy

Top Replied-To in G10:
@ccsimpact

Top Mentioned
Top Mentioned in Entire Graph:
@globalfund
@elenagomezdiaz
@pmigov
@mohfw_india
@pepfar
@endmalaria
@moses1david
@malarianomoreuk
@jcarldevine1
@realsbrown72

Top Mentioned in G1:
@pmigov
@endmalaria
@malarianomoreuk
@malarianomore
@globalfund
@apmen
@usaidgh
@malariamustdie
@groupecobank
@usaid

Top Mentioned in G2:
@elenagomezdiaz
@thebaumlab
@ibahcm
@pepeluisrr
@canalsur
@imperialcollege
@lisar_c
@institut_curie
@uvmvermont
@pgeorgiou_ic

Top Mentioned in G3:
@globalfund
@pepfar
@moses1david
@jcarldevine1
@realsbrown72
@kendall_moore
@speakoutdallas
@johnree32457144
@sashikaonair
@rethomasjr

Top Mentioned in G4:
@mohfw_india
@healthcggov
@niharikaspeaks
@covidnewsbymib
@bastardistrict
@ts_singhdeo
@priyankajshukla
@iyckorba

Top Mentioned in G5:
@info4america
@tabletshablet
@bmcmedicine
@westfielddevng
@liebhaberreisen
@zubairthedream
@inesfly

Top Mentioned in G6:
@frischknechtlab
@harvardmalaria
@mattmartilab
@uofglasgow
@bloodadvances
@microbesinfect
@wcipglasgow
@ttmalawi
@uofgmvls
@burnetmalaria

Top Mentioned in G7:
@isglobalorg
@fredros_inc
@swisstph
@paludismolosar
@cocoopsi
@carolusvemperor
@planeta_futuro
@plosbiology
@womeninmalaria
@ninibrunner

Top Mentioned in G8:
@wellahealth

Top Mentioned in G9:
@mybmc
@saurabhv99
@mumbaitak
@mybmcwardkw
@logicalindians
@shwkothari
@shamikaravi
@tohaaspeaks
@mumbaipolice
@cmomaharashtra

Top Mentioned in G10:
@nighealthwatch
@catholicrelief
@ccsimpact
@globalfund
@meedan
@whonigeria
@thesunnigeria
@oluseyiakintola
@jumykyto
@oluyemiajani

Top Tweeters
Top Tweeters in Entire Graph:
@prinzgbemi
@dichristine
@animesh1977
@_redfrog
@dancas2
@nilimajumder
@cnnnews18
@chrisbrey1
@thehill
@indiatoday

Top Tweeters in G1:
@dichristine
@thehill
@tzdiscovery
@telegraph
@margymayell
@stfuimtweetn0_o
@monitor_ph
@graciesua
@timg33
@apiwenuwen

Top Tweeters in G2:
@conceptengager
@calsojorn
@indianadiez
@monsesgar
@pfllera
@laurie_garrett
@canalsur
@tornilloarqui
@bynzelman
@sunriseatthesky

Top Tweeters in G3:
@nilimajumder
@johangreg
@magarya
@dwatchnews
@lakergrrrl
@naattuvarthakal
@repka
@himmoderator
@jasmine_oconner
@professoreucima

Top Tweeters in G4:
@nemityadav1
@mrsanderzz
@perarivalan13
@mib_india
@govindakumar381
@pappu_farishta
@76837e0184a84a7
@neerajnirwals
@rav26051
@kingpraveena

Top Tweeters in G5:
@animesh1977
@al_maldives
@thehansindiaweb
@liebhaberreisen
@zubairthedream
@realindiaherald
@morpheo
@suvarnanewstv
@lindahemby
@travelcomments

Top Tweeters in G6:
@kellyclelland1
@aibexint
@sshin6591
@calmadini
@scieducation1
@smbwhitney
@leni_lava
@biorxivpreprint
@rafacostabh
@einsteinmed

Top Tweeters in G7:
@eddarrell
@el_pais
@ref1oct17
@mire_palenzuela
@publichealthmap
@planeta_futuro
@conversationus
@globalphobserv
@ghia1212
@equityhealthdev

Top Tweeters in G8:
@simplyteewhy
@okekecc
@adeoluwawa
@banjio_
@boluzee
@omoagbetuyi
@iam_onozz
@vikkyiwara
@wellahealth
@segunisioye

Top Tweeters in G9:
@cnnnews18
@indiatoday
@aajtak
@mumbaipolice
@nikhilsharma881
@sardesairajdeep
@westernrly
@zoo_bear
@shekhargupta
@i_anagh

Top Tweeters in G10:
@thesunnigeria
@nighealthwatch
@womanfish_14
@realdanielemeka
@kentuckyliz
@westtxmissioner
@inya01
@nigeriainfoabj
@faith9ice
@lawreenzo


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