#malaria, Twitter, 9/12/2022 7:05:28 AM, 281759


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#malaria_2022-09-11_21-15-00.xlsx
#malaria_2022-09-11_21-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 12, 2022
Short Description:
#malaria via NodeXL https://bit.ly/3L8sGmB
@idcobot
@globalfund
@thecivileyes
@gvmc_visakha
@who
@thebaumlab
@sciencemagazine
@uniofoxford
@crstrujillo
@isglobalorg

Top hashtags:
#malaria
#vaccine
#hiv
#dengue
#tb
#tuberculosis
#health
#fightforwhatcounts
#endmalaria

Description:
Description
The graph represents a network of 3,696 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, 12 September 2022 at 04:21 UTC.

The requested start date was Monday, 12 September 2022 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, 53-minute period from Monday, 29 August 2022 at 00:04 UTC to Sunday, 11 September 2022 at 11:58 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 : 3696
Unique Edges : 2932
Edges With Duplicates : 8236
Total Edges : 11168
Number of Edge Types : 5
Retweet : 3609
MentionsInRetweet : 5264
Mentions : 1431
Tweet : 811
Replies to : 53
Self-Loops : 860
Reciprocated Vertex Pair Ratio : 0.019360568383659
Reciprocated Edge Ratio : 0.0379857117964802
Connected Components : 278
Single-Vertex Connected Components : 163
Maximum Vertices in a Connected Component : 3024
Maximum Edges in a Connected Component : 10178
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.855693
Graph Density : 0.000420232676660282
Modularity : 0.44884
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,696 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, 12 September 2022 at 04:21 UTC.

The requested start date was Monday, 12 September 2022 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, 53-minute period from Monday, 29 August 2022 at 00:04 UTC to Sunday, 11 September 2022 at 11:58 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:
[75] https://www.bbc.co.uk/news/health-62797776
[51] https://www.bbc.com/news/health-62797776
[25] https://www.voanews.com/a/pakistan-reports-massive-outbreak-of-diarrhea-and-malaria-among-flood-victims/6730720.html
[21] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900442-X%2Ffulltext&rc=0
[14] https://medicalxpress.com/news/2022-09-brain-infection-malaria.html
[13] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fthelancet.com%2Fjournals%2Flanmic%2Fissue%2Fcurrent&rc=0
[12] https://doi.org/10.1073/PNAS.2206327119
[8] https://www.ox.ac.uk/news/2022-09-08-malaria-booster-vaccine-continues-meet-who-specified-75-efficacy-goal
[7] https://www.theguardian.com/global-development/2022/sep/07/malaria-vaccine-truss-cut-funding?CMP=share_btn_tw
[7] https://umb.taleo.net/careersection/umb_external_staff/jobdetail.ftl?job=220001A1&lang=en#.YwkRi2Ih5WM

Top URLs in Tweet in G1:
[33] https://www.bbc.co.uk/news/health-62797776
[17] https://www.bbc.com/news/health-62797776
[11] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fthelancet.com%2Fjournals%2Flanmic%2Fissue%2Fcurrent&rc=0
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900442-X%2Ffulltext&rc=0
[4] https://www.newscientist.com/article/2335114-malaria-vaccine-using-live-modified-parasites-shows-promise-in-trial/
[4] https://qz.com/who-approves-africas-first-locally-made-malaria-drug-fo-1849460710
[4] https://www.theguardian.com/global-development/2022/sep/07/malaria-vaccine-truss-cut-funding?CMP=share_btn_tw
[3] https://www.etsy.com/listing/515157345/pink-pussyhat-womens-march-hat-pussy-cat?t=1661852596
[3] https://www.devex.com/news/the-significance-of-the-first-who-approved-african-malaria-medicine-103905#.YxC9DjDzxdo.twitter
[3] https://www.youtube.com/watch?v=OURh_6ToO2g


Top URLs in Tweet in G2:
[6] https://endmalaria.org/news/global-leaders-urged-take-critical-action-against-malaria-aids-and-tuberculosis-financing
[4] https://www.standardmedia.co.ke/health-science/article/2001454851/covid-19-led-to-missed-hiv-malaria-diagnoses
[4] https://www.dropbox.com/s/ejmjoxjln085zm0/Caso
[4] de
[4] inversi%C3%B3n
[4] en
[4] un
[4] vistazo.pdf?dl=0
[4] https://www.aids-kampagne.de/aktuelles/2022-08-17-internationale-konferenz-am-8-september-berlin
[4] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-018-2372-8

Top URLs in Tweet in G3:
[8] https://www.bbc.co.uk/news/health-62797776
[7] https://www.bbc.com/news/health-62797776
[6] https://umb.taleo.net/careersection/umb_external_staff/jobdetail.ftl?job=220001A1&lang=en#.YwkRi2Ih5WM
[5] https://umb.taleo.net:443/careersection/umb_external_staff/jobdetail.ftl?job=22000172&lang=en
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900442-X%2Ffulltext&rc=0
[4] https://www.lshtm.ac.uk/newsevents/events/2022-heath-clark-lecture-dr-fredros-okumu?utm_source=Twitter&utm_medium=Social+Media&utm_campaign=2022+Heath+Clark+Lecture+with+Dr+Fredros+Okumu
[4] https://www.skepticalraptor.com/skepticalraptorblog.php/new-oxford-malaria-vaccine-shows-strong-safety-and-effectiveness/
[2] https://www.economist.com/science-and-technology/2022/09/08/a-new-malaria-vaccine-shows-promising-results
[2] https://www.ox.ac.uk/news/2022-09-08-malaria-booster-vaccine-continues-meet-who-specified-75-efficacy-goal
[2] https://www.malariaworld.org/events/future-of-malaria-research-symposium-friday-28-october-2022

Top URLs in Tweet in G4:
[13] https://medicalxpress.com/news/2022-09-brain-infection-malaria.html
[12] https://doi.org/10.1073/PNAS.2206327119
[3] https://www.comminit.com/job_vacancies/content/senior-communications-specialist-ghsc-psm-chemonics-crystal-city-arlington-va-united-sta
[2] https://bit.ly/3D8FgR5
[2] https://lamalaria.com/
[2] https://lamalaria.com/malaria/prevencion/?utm_source=nav_web&utm_campaign=menu&utm_medium=link&utm_content=header
[2] https://emed.news/the-brain-can-detect-infection-with-malaria/
[2] https://doi.org/10.1186/S12916-022-02466-2
[1] https://www.newsdrum.in/international/malaria-booster-vaccine-shows-up-to-80-per-cent-efficacy-lancet-study-86902.html
[1] https://twitter.com/WHO/status/1566084597854736387?s=20&t=ZVdM9GHX6ALSOmOwaiJsvA

Top URLs in Tweet in G7:
[15] https://www.bbc.co.uk/news/health-62797776
[11] https://www.bbc.com/news/health-62797776
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900442-X%2Ffulltext&rc=0
[2] https://viewsnewcameroon.blogspot.com/2015/01/the-leading-cause-of-death-map.html?spref=tw
[2] https://www.bbc.co.uk/news/health-62797776.amp
[2] https://www.ft.com/content/82b87b28-5dfe-4d7f-b9f7-102aee6588ea
[2] https://www.nationalworld.com/health/malaria-vaccine-who-created-the-jab-how-effective-is-it-vaccine-name-availability-3835790
[2] https://mycandles.blogspot.com/2021/11/dying-in-paradise.html
[2] https://mycandles.blogspot.com/2022/08/the-mysterious-dr-kilpatrick.html
[2] https://release.sc/blog/60832/

Top URLs in Tweet in G8:
[5] http://www.science.org/doi/10.1126/scitranslmed.abn9709?utm_campaign=SciMag&utm_source=Social&utm_medium=Twitter
[3] https://isanidad.com/224982/la-oms-precalifica-a-la-vacuna-contra-la-malaria-de-gsk-como-innovadora/
[3] https://bohemiaconsortium.org/photo-insectary-zambezi-malaria-bohemia/
[2] https://www.larazon.es/salud/20220828/7vepxgj57nburgciqmpzrcieky.html
[2] https://www.isglobal.org/newsletter
[2] https://www.bbc.com/news/health-62797776
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fthelancet.com%2Fjournals%2Flanmic%2Fissue%2Fcurrent&rc=0
[1] https://twitter.com/financialtimes/status/1567724461033414656
[1] https://twitter.com/BBCWorld/status/1567799962230050818
[1] https://twitter.com/ScienceMagazine/status/1567937074401087489

Top URLs in Tweet in G9:
[1] https://twitter.com/SFH_SouthSudan/status/1563095750942535680
[1] https://twitter.com/sfhRwanda/status/1564970881759207424
[1] https://www.ft.com/partnercontent/sc-johnson/the-time-to-act-is-now-filling-critical-gaps-in-malaria-prevention.html
[1] https://on.ft.com/3BZKn5b
[1] https://twitter.com/pamcafrica/status/1564915633476845568

Top URLs in Tweet in G10:
[4] https://www.bbc.co.uk/news/health-62797776
[3] http://toi.in/micron/redirect.html?str=HOqZxa87/a24gk
[3] https://www.bbc.com/news/health-62797776
[2] https://www.independent.co.ug/superstitions-keep-children-away-from-malaria-treatment-in-kabarole/
[1] https://twitter.com/sfhnigeria/status/1565341572949876737
[1] https://twitter.com/WHOAFRO/status/1563148984243195910
[1] https://healthpolicy-watch.news/african-manufactured-medicine-malaria-who/
[1] https://www.afro.who.int/RC72

Top Domains
Top Domains in Tweet in Entire Graph:
[128] twitter.com
[93] co.uk
[56] bbc.com
[38] elsevierhealth.com
[26] voanews.com
[25] malariaworld.org
[23] nih.gov
[20] smrturl.co
[18] biomedcentral.com
[18] medicalxpress.com

Top Domains in Tweet in G1:
[43] co.uk
[37] twitter.com
[22] nih.gov
[20] bbc.com
[18] elsevierhealth.com
[11] biomedcentral.com
[8] theguardian.com
[7] youtube.com
[7] malariaworld.org
[6] etsy.com

Top Domains in Tweet in G2:
[32] twitter.com
[7] endmalaria.org
[5] gatesfoundation.org
[4] co.ke
[4] dropbox.com
[4] one.org
[4] theglobalfund.org
[4] aids-kampagne.de
[4] biomedcentral.com
[3] mmv.org

Top Domains in Tweet in G3:
[14] taleo.net
[13] malariaworld.org
[11] twitter.com
[10] co.uk
[9] mesamalaria.org
[8] ac.uk
[7] bbc.com
[5] malariaconsortium.org
[4] elsevierhealth.com
[4] ow.ly

Top Domains in Tweet in G4:
[16] medicalxpress.com
[14] doi.org
[12] lamalaria.com
[8] twitter.com
[4] comminit.com
[3] bit.ly
[2] emed.news
[2] edu.au
[2] devex.com
[2] csod.com

Top Domains in Tweet in G7:
[18] co.uk
[13] bbc.com
[10] twitter.com
[6] blogspot.com
[5] irepertoire.com
[5] elsevierhealth.com
[3] release.sc
[2] newstracklive.com
[2] youtube.com
[2] one.org

Top Domains in Tweet in G8:
[9] science.org
[5] isglobal.org
[4] bohemiaconsortium.org
[4] consalud.es
[3] twitter.com
[3] isanidad.com
[3] elsevierhealth.com
[2] larazon.es
[2] bbc.com
[2] gsk.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] ft.com

Top Domains in Tweet in G10:
[4] co.uk
[3] toi.in
[3] bbc.com
[2] twitter.com
[2] co.ug
[1] healthpolicy-watch.news
[1] who.int

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3158] malaria
[258] vaccine
[257] hiv
[209] dengue
[164] tb
[127] tuberculosis
[86] health
[75] fightforwhatcounts
[71] endmalaria
[68] fever



Top Hashtags in Tweet in G1:
[878] malaria
[94] vaccine
[68] dengue
[39] health
[38] hiv
[26] tuberculosis
[25] africa
[22] tb
[20] openaccess
[20] mosquito

Top Hashtags in Tweet in G2:
[477] malaria
[163] hiv
[125] tb
[65] fightforwhatcounts
[52] tuberculosis
[36] aids
[31] vih
[16] endmalaria
[15] getbackontrack
[15] tuberkulose

Top Hashtags in Tweet in G3:
[380] malaria
[40] vaccine
[34] tanzania
[27] lecture
[10] globalhealth
[8] supplychainheros
[8] health
[7] mesatrack
[6] nigeria
[6] research

Top Hashtags in Tweet in G4:
[294] malaria
[60] diseases
[59] fever
[59] waterborndisease
[13] vaccine
[10] hiv
[9] tuberculosis
[7] parasite
[6] health
[5] brain

Top Hashtags in Tweet in G5:
[1] diarrhea
[1] malaria
[1] thecivileyes
[1] floodsinpakistan

Top Hashtags in Tweet in G6:
[58] dengue
[58] malaria
[14] vizagsaysnotoplastic
[13] swachhsurvekshan2023visakhapatnam
[10] swachhsurvekshan2023
[3] saynotosingleuseplastic
[1] isupportvizag
[1] visakhapatnam
[1] saynotoplastic

Top Hashtags in Tweet in G7:
[176] malaria
[32] vaccine
[17] dengue
[13] health
[7] disease
[6] endmalaria
[5] chikungunya
[5] publichealth
[4] paludismo
[4] vacuna

Top Hashtags in Tweet in G8:
[120] malaria
[43] pfalciparum
[13] chagas
[10] endmalaria
[9] ntds
[7] isglobal
[6] investigo2022
[5] covid19
[5] openaccess
[5] hiv

Top Hashtags in Tweet in G9:
[77] malaria
[20] rwanda
[19] sbc
[18] irs
[18] chws
[9] endmalaria
[6] pamca2022
[5] mosquito
[4] inzitiramibu
[2] repellents

Top Hashtags in Tweet in G10:
[36] malaria
[6] vaccine
[5] tb
[5] womeningh
[4] hiv
[4] africa
[3] science
[3] dengue
[3] delhi
[3] african

Top Words
Top Words in Tweet in Entire Graph:
[3141] #malaria
[741] malaria
[444] ø
[441] health
[437] more
[415] vaccine
[410] dr
[405] globalfund
[361] mosquito
[339] against

Top Words in Tweet in G1:
[873] #malaria
[251] malaria
[141] vaccine
[134] ø
[92] #vaccine
[85] ù
[78] world
[72] against
[67] क
[67] #dengue

Top Words in Tweet in G2:
[470] #malaria
[335] globalfund
[158] #hiv
[125] #tb
[98] lives
[97] save
[93] fight
[93] malaria
[90] deaths
[89] health

Top Words in Tweet in G3:
[379] #malaria
[168] transmission
[118] malaria
[97] research
[71] thebaumlab
[68] mesamalaria
[67] lshtm
[60] patterns
[58] evolving
[57] uniofoxford

Top Words in Tweet in G4:
[293] #malaria
[76] against
[74] first
[73] african
[72] fight
[65] news
[65] manufacturer
[63] achieve
[62] great
[62] pharmaceutical

Top Words in Tweet in G5:
[223] 000
[221] sindh
[221] health
[221] minister
[221] dr
[221] pechuho
[221] shared
[221] 47
[221] women
[221] pregnant

Top Words in Tweet in G6:
[329] gvmc_visakha
[295] commissioner
[287] awareness
[223] friday
[223] day
[196] zonal
[181] dry
[176] corporator
[176] smt
[175] along

Top Words in Tweet in G7:
[176] #malaria
[58] malaria
[56] àª
[49] vaccine
[32] #vaccine
[25] world
[23] changing
[21] scientists
[18] against
[18] news

Top Words in Tweet in G8:
[120] #malaria
[46] sciencemagazine
[45] genetically
[45] attenuated
[43] vaccination
[43] strategy
[43] based
[43] #pfalciparum
[43] protect
[43] healthy

Top Words in Tweet in G9:
[125] sfhrwanda
[77] #malaria
[71] scjohnson
[59] sfh
[48] gihanawandera
[47] rwandahealth
[37] ed
[35] nyagataredistr
[33] members
[33] joined

Top Words in Tweet in G10:
[35] #malaria
[16] amazing
[12] news
[12] distribution
[10] people
[9] against
[9] year
[9] fight
[9] over
[8] vaccine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[233] health,minister
[222] sindh,health
[222] minister,dr
[222] dr,pechuho
[222] pechuho,shared
[222] shared,47
[222] 47,000
[222] 000,women
[222] women,pregnant
[222] pregnant,shelter

Top Word Pairs in Tweet in G1:
[67] #malaria,#vaccine
[58] malaria,vaccine
[50] world,changing
[49] #malaria,vaccine
[41] ø,ø
[41] ø,ù
[41] take,#malaria
[41] #malaria,pill
[36] #dengue,#malaria
[35] ù,ø

Top Word Pairs in Tweet in G2:
[81] #tb,#malaria
[64] million,lives
[62] #malaria,deaths
[49] globalfund,provides
[48] fight,against
[48] #hiv,#tb
[48] provides,50
[48] 50,funding
[48] funding,malaria
[48] malaria,94

Top Word Pairs in Tweet in G3:
[92] #malaria,transmission
[58] transmission,patterns
[50] inspired,icopanhagen
[50] icopanhagen,recent
[50] recent,phd
[50] phd,molecular
[50] molecular,parasitology
[50] parasitology,interested
[50] interested,transmission
[50] re,hiring

Top Word Pairs in Tweet in G4:
[70] fight,against
[67] against,#malaria
[67] first,african
[62] news,fight
[62] african,pharmaceutical
[62] pharmaceutical,manufacturer
[62] manufacturer,achieve
[61] great,news
[61] #malaria,universal_kenya
[61] universal_kenya,become

Top Word Pairs in Tweet in G5:
[221] sindh,health
[221] health,minister
[221] minister,dr
[221] dr,pechuho
[221] pechuho,shared
[221] shared,47
[221] 47,000
[221] 000,women
[221] women,pregnant
[221] pregnant,shelter

Top Word Pairs in Tweet in G6:
[196] zonal,commissioner
[181] friday,dry
[181] dry,day
[177] awareness,friday
[176] corporator,smt
[175] created,awareness
[158] mosquito,borne
[157] borne,seasonal
[156] prevention,mosquito
[128] day,program

Top Word Pairs in Tweet in G7:
[49] àª,àª
[22] malaria,vaccine
[21] #malaria,#vaccine
[21] world,changing
[16] changing,scientists
[10] vaccine,world
[8] #dengue,#malaria
[8] #vaccine,world
[8] #malaria,vaccine
[5] mosquito,nets

Top Word Pairs in Tweet in G8:
[45] genetically,attenuated
[43] vaccination,strategy
[43] strategy,#malaria
[43] #malaria,based
[43] based,genetically
[43] attenuated,#pfalciparum
[43] #pfalciparum,protect
[43] protect,healthy
[43] healthy,volunteers
[38] sciencemagazine,vaccination

Top Word Pairs in Tweet in G9:
[37] sfh,ed
[36] ed,gihanawandera
[34] sfhrwanda,sfh
[32] guests,participants
[30] sfhrwanda,guests
[29] rwandahealth,rbcrwanda
[18] today,senior
[18] senior,members
[18] members,scjohnson
[18] scjohnson,joined

Top Word Pairs in Tweet in G10:
[8] fight,against
[8] 000,people
[8] amazing,millions
[8] millions,households
[8] households,benefit
[8] benefit,llin
[8] llin,mass
[8] mass,distribution
[8] distribution,niger
[8] niger,state

Top Replied-To
Top Replied-To in Entire Graph:
@who
@oliviaoli02
@bbcworld
@secblinken
@globalfund
@idcobot
@jorgesig_
@scjohnson
@alma_2030
@dankarafa

Top Replied-To in G1:
@idcobot
@swisstph

Top Replied-To in G2:
@who
@secblinken
@oliviaoli02
@aidskampagne
@hffg_ghana
@endmalaria

Top Replied-To in G3:
@bbcnews
@who
@bbc
@umcvd

Top Replied-To in G4:
@globalfund
@who
@ea_kearney
@cdckenya

Top Replied-To in G6:
@gvmc_visakha

Top Replied-To in G9:
@scjohnson

Top Replied-To in G10:
@bbcworld
@zainisaari
@uniofoxford

Top Mentioned
Top Mentioned in Entire Graph:
@globalfund
@gvmc_visakha
@who
@thecivileyes
@sfhrwanda
@mesamalaria
@uniofoxford
@universal_kenya
@thebaumlab
@scjohnson

Top Mentioned in G1:
@globalfund
@bloodsparasites
@iaeana
@who
@malariareminder
@lancetmicrobe
@pmivectorlink
@wwarn
@trendsparasitol
@swisstph

Top Mentioned in G2:
@globalfund
@gatesfoundation
@zeromalaria
@corresponsalvih
@who
@beatmalaria
@svenjaschulze68
@aidsfonds_intl
@ghabrussels
@theglobalfight

Top Mentioned in G3:
@thebaumlab
@mesamalaria
@lshtm
@ifakarahealth
@uniofoxford
@icopanhagen
@globalvectorhub
@malariaworld
@jennerinstitute
@fredros_inc

Top Mentioned in G4:
@who
@universal_kenya
@zahidgishkori
@pnasnews
@mesamalaria
@medical_xpress
@undpangola
@whobotswana
@acreme2030
@globalfund

Top Mentioned in G5:
@thecivileyes

Top Mentioned in G6:
@gvmc_visakha
@swachhbharatgov
@swachsurvekshan
@swachhbharat
@andhrapradeshcm
@swachhaandhra
@mohua_india
@amritmahotsav
@cdma_municipal
@pibvijayawada

Top Mentioned in G7:
@westnilehealth
@mccandlessp
@the_sridwan
@newstracklive
@janvierchando
@adityalab_baner

Top Mentioned in G8:
@sciencemagazine
@isglobalorg
@gsk_es
@uniofoxford
@gsk
@sciencetm
@malariamel
@boron110
@ebiomedicine
@oms_spain

Top Mentioned in G9:
@sfhrwanda
@scjohnson
@gihanawandera
@rwandahealth
@nyagataredistr
@rbcrwanda
@bugeseradistr
@beatmalaria
@unicefrw
@unfoundation

Top Mentioned in G10:
@sfhnigeria
@globalfund
@whoafro
@omokhudu_i
@who
@magdanrobalo
@womeningh
@thelastpersont2
@bbcworld
@gvtmonaco

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@lasillarota
@railwayseva
@lizditz
@httweets
@vonrosenchild
@thehill
@govsherazkhan
@fabriciosx
@gallimaufrey777

Top Tweeters in G1:
@gallimaufrey777
@timesnow
@guardian
@alettaha
@abc_es
@newsonepk
@eire353
@abpnews
@263chat
@hephaistos_ai

Top Tweeters in G2:
@trigorosa
@magarya
@citi973
@nlygo
@financialtimes
@arabnews
@ruckzenknupp
@colognerin
@pierre018
@himmoderator

Top Tweeters in G3:
@lizditz
@bbcnews
@lugwaja
@monitor_ph
@theeconomist
@doritmi
@papijones4
@itvnews
@imno6
@necropolitix

Top Tweeters in G4:
@thehill
@govsherazkhan
@richfm39517086
@betzmyboyblue11
@njmike731
@dudeneyn
@saleemuddinans2
@remirol1956
@sircoach
@arifwaheed

Top Tweeters in G5:
@maqsood__pti
@noorjee105
@kshaikh990
@m_ramzan_m
@sweetfaha
@amna_sultaan
@i_m_ali_2
@sa2_6
@ana_faja__
@bur____han

Top Tweeters in G6:
@swachhbharatgov
@swachhbharat
@pibvijayawada
@mohua_india
@gvmc_visakha
@amritmahotsav
@appalanaiduanu1
@sornapudig
@puligashivakum2
@swachsurvekshan

Top Tweeters in G7:
@rsscockpit
@financialxpress
@diariolibre
@basuashis
@indiacom
@mid_day
@beckyib
@worldnewsdotcom
@newstracklive
@vipulananda

Top Tweeters in G8:
@vonrosenchild
@fabriciosx
@hubbucket
@consalud_es
@__eidola__
@scitechmachine
@globalcmrpt
@nvsdata
@lizszabo
@agruspar

Top Tweeters in G9:
@ft
@rwaccommodation
@kigalife
@gatjmv
@samuelcamarade
@jamram91
@rwandapolice
@gasoretheoneste
@cllrpatmarsh
@rbc

Top Tweeters in G10:
@timesofindia
@cnn
@zeenews
@huwsayer
@bbcworld
@gandoflam
@simunch1
@un
@mp_muye
@thelastpersont2