#malaria, Twitter, 9/27/2021 4:06:17 AM, 262946


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#malaria_2021-09-26_20-43-02.xlsx
#malaria_2021-09-26_20-43-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 27, 2021
Short Description:
#malaria via NodeXL https://bit.ly/2Y20y0q
@globalfund
@targetmalaria
@mohfw_india
@fikrejesus
@microbesinfect
@fredros_inc
@mentor_hq
@isglobalorg
@endmalaria
@georgeofafrica

Top hashtags:
#malaria
#dengue
#covid19
#sucre
#hiv
#tb
#covid
#tuberculosis
#endmalaria

Description:
Description
The graph represents a network of 2,848 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, 27 September 2021 at 03:48 UTC.

The requested start date was Monday, 27 September 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, 8-hour, 52-minute period from Monday, 13 September 2021 at 01:53 UTC to Sunday, 26 September 2021 at 10:45 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 : 2848
Unique Edges : 1694
Edges With Duplicates : 4946
Total Edges : 6640
Number of Edge Types : 5
Retweet : 2105
MentionsInRetweet : 2628
Mentions : 1126
Tweet : 715
Replies to : 66
Self-Loops : 759
Reciprocated Vertex Pair Ratio : 0.0320074580484773
Reciprocated Edge Ratio : 0.0620295091839807
Connected Components : 458
Single-Vertex Connected Components : 234
Maximum Vertices in a Connected Component : 1398
Maximum Edges in a Connected Component : 4096
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.490928
Graph Density : 0.000409582529214667
Modularity : 0.477311
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,848 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, 27 September 2021 at 03:48 UTC.

The requested start date was Monday, 27 September 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, 8-hour, 52-minute period from Monday, 13 September 2021 at 01:53 UTC to Sunday, 26 September 2021 at 10:45 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:
[39] https://www.sciencedirect.com/science/article/pii/S2666517421000171
[38] https://www.msf.es/actualidad/malaria-la-enfermedad-mas-frecuente-nuestros-hospitales-y-centros-salud
[19] https://www.lavanguardia.com/ciencia/20210923/7740310/malaria-vuelve-resistente-principales-farmacos-combatirla.html
[15] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900569-7%2Ffulltext&rc=0
[12] https://medicalxpress.com/news/2021-09-malaria-resistant-key-drug-africa.html
[11] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(21)00347-9/fulltext
[9] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02592-6
[9] https://www.ecuavisa.com/noticias/internacional/detectan-en-africa-forma-de-malaria-resistente-a-medicamento-YL850133
[8] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-021-01492-6
[8] https://elpais.com/planeta-futuro/que-mueve-a/2021-09-21/el-biologo-que-analiza-los-ovarios-de-los-mosquitos-para-prevenir-la-malaria-en-venezuela.html

Top URLs in Tweet in G1:
[5] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-021-03908-7
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-021-01492-6
[4] https://nimr.webex.com/nimr/j.php?MTID=mccdb6c5eabe3992cc0d9a0204a29c77a
[4] https://www.psi.org/news/ipti-plus/
[4] https://unitaid.org/news-blog/ipti-enhanced-malaria-prevention-for-children
[3] https://malaria.jhsph.edu/johns-hopkins-malaria-minute-podcast/podcast-1-17-september-2021
[3] https://www.iddo.org/about-us/jobs
[3] https://twitter.com/gatesfoundation/status/1437883895576469510
[3] https://us9.list-manage.com/subscribe?u=0340a4e3425912460bd886269&id=00f0477e58
[3] https://zeromalaria.org/

Top URLs in Tweet in G2:
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02592-6
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02469-8
[3] https://www.youtube.com/c/GKwithAKPersonalCare
[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/PAlonsoMalaria/status/1437509143091417094
[2] https://www.nature.com/articles/d41586-021-02469-8
[2] https://www.anandabazar.com/lifestyle/if-malaria-treatment-starts-late-the-risk-increases-doctors-say-dgtl/cid/1304349?utm_source=twitter&utm_medium=social&utm_campaign=daily
[2] https://elvenezolanonews.com/2021/09/17/mas-de-53-mil-casos-de-malaria-han-sido-registrados-en-bolivar-durante-2021/
[2] https://www.voanews.com/a/researchers-detect-malaria-resistant-to-key-drug-in-africa-/6241740.html
[2] https://www.ilmessaggero.it/roma/news/malaria_donna_roma_medici_inchiesta_processo_sant_eugenio_ultime_notizie-6214562.html

Top URLs in Tweet in G4:
[3] https://www.youtube.com/watch?v=DNRL6Mh891Y&feature=youtu.be

[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-021-01492-6
[2] https://www.amazon.com/Mastering-Data-Analysis-Infectious-Diseases-ebook/dp/B09DXGYFHR/ref=mp_s_a_1_1?dchild=1&keywords=NZUNGIZE+Lambert&qid=1632563860&sr=8-1
[2] https://calendar.ucsf.edu/event/alfred_ngwa_malaria_parasite_genetic_epidemiology_to_inform_transmission_dynamics_and_malaria_elimination_strategies_in_west_africa#.YMEubTZKj2w
[2] http://www.sciencedirect.com/science/authShare/S0065308X21000312/20210915T114800Z/1?md5=611044a5a3a0c4f4f5b42e0f4389d84f&dgcid=author
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-019-3048-8
[1] https://www.nature.com/articles/s41598-021-97138-1
[1] https://www.cgdev.org/blog/malaria-vaccine-WHO-three-key-considerations-wider-use#.YUBjdGG9yGw.twitter
[1] https://www.imperial.ac.uk/people/e.sherrard-smith
[1] https://www.imperial.ac.uk/people/thomas.churcher

Top URLs in Tweet in G5:
[38] https://www.msf.es/actualidad/malaria-la-enfermedad-mas-frecuente-nuestros-hospitales-y-centros-salud
[7] https://elpais.com/planeta-futuro/que-mueve-a/2021-09-21/el-biologo-que-analiza-los-ovarios-de-los-mosquitos-para-prevenir-la-malaria-en-venezuela.html
[3] https://elpais.com/planeta-futuro/
[2] https://www.msf.org/science-malaria-prevention-niger-through-water-treatment
[2] https://elpais.com/planeta-futuro/2021-09-07/la-covid-19-asesta-un-golpe-historico-a-la-lucha-contra-vih-tb-y-malaria-en-2020.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02592-6
[1] https://www.msf.es/actualidad/niger/niger-pico-estacional-malaria-amenaza-cebarse-los-ninos-y-las-ninas
[1] https://gt.transdoc.com/articulos/noticias-mundo/Noticias-Internacionales-Septiembre-24-viernes/77974#1117
[1] https://elpais.com/elpais/2019/04/09/planeta_futuro/1554826405_055032.html?ssm=TW_CC
[1] https://www.msf.org/controlling-mosquitoes-prevent-malaria-venezuela

Top URLs in Tweet in G6:
[35] https://www.sciencedirect.com/science/article/pii/S2666517421000171
[3] https://www.cell.com/trends/parasitology/current
[3] https://www.cell.com/reviews/collections/mosquito-2021
[3] BASSAT
[2] https://www.sciencedirect.com/science/article/pii/S0065308X21000269?dgcid=rss_sd_all&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.sciencedirect.com/science/article/pii/S0065308X21000294?dgcid=rss_sd_all&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.sciencedirect.com/science/article/pii/S0065308X21000312?dgcid=rss_sd_all&utm_source=dlvr.it&utm_medium=twitter
[2] https://pubmed.ncbi.nlm.nih.gov/34527600/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20210920175745&v=2.14.5
[2] https://pubmed.ncbi.nlm.nih.gov/34547547/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20210923233521&v=2.15.0
[2] https://www.sciencedirect.com/science/article/pii/S0001706X21003247?dgcid=rss_sd_all&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=O86bn6VNoUQ&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://twitter.com/PMIgov/status/1435975458097700871
[1] https://www.uapoldmutual.co.ug/personal/insure/serenicare
[1] https://twitter.com/devex/status/1440254476204580865

Top URLs in Tweet in G10:
[1] https://twitter.com/RBCRwanda/status/1436364266051936260

Top Domains
Top Domains in Tweet in Entire Graph:
[100] twitter.com
[53] sciencedirect.com
[41] nature.com
[39] msf.es
[27] youtube.com
[20] elsevierhealth.com
[19] lavanguardia.com
[18] biomedcentral.com
[18] ac.uk
[17] elpais.com

Top Domains in Tweet in G1:
[33] twitter.com
[13] biomedcentral.com
[8] unitaid.org
[7] nature.com
[7] webex.com
[6] theglobalfund.org
[6] mesamalaria.org
[5] jhsph.edu
[5] iddo.org
[4] zeromalaria.org

Top Domains in Tweet in G2:
[16] twitter.com
[15] nature.com
[8] youtube.com
[6] naidunia.com
[3] linkedin.com
[3] medmastery.com
[3] amazon.de
[2] aajtak.in
[2] anandabazar.com
[2] elvenezolanonews.com

Top Domains in Tweet in G4:
[5] nature.com
[4] youtube.com
[4] sciencedirect.com
[3] ac.uk
[2] twitter.com
[2] amazon.com
[2] malariagen.net
[2] ucsf.edu
[1] biomedcentral.com
[1] cgdev.org

Top Domains in Tweet in G5:
[39] msf.es
[14] elpais.com
[3] msf.org
[1] nature.com
[1] transdoc.com
[1] eldiario.es

Top Domains in Tweet in G6:
[45] sciencedirect.com
[8] nih.gov
[6] cell.com
[3] elsevierhealth.com
[3] dropbox.com
[2] rethinkingmalaria.org
[2] eventsair.com
[1] plos.org
[1] biomedcentral.com
[1] lavanguardia.com

Top Domains in Tweet in G7:
[1] youtube.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] co.ug

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2263] malaria
[303] dengue
[277] covid19
[134] sucre
[125] hiv
[111] tb
[77] covid
[71] tuberculosis
[60] endmalaria
[55] mosquito



Top Hashtags in Tweet in G1:
[635] malaria
[65] covid19
[48] endmalaria
[48] tb
[39] hiv
[23] drawtheline
[20] covid
[16] health
[15] podcast
[12] jhmrimalaria

Top Hashtags in Tweet in G2:
[305] malaria
[90] dengue
[25] mosquito
[23] covid19
[20] chikungunya
[19] hiv
[18] health
[16] mosquitoes
[15] tuberculosis
[13] fever

Top Hashtags in Tweet in G3:
[133] sucre
[13] malaria
[11] 9/13/2021 12:00:00 AM
[11] dengue
[1] epavacunate
[1] pongamosdemodalaprevencióndelamalaria
[1] endefensadelapaz
[1] porlohechoenvenezuela

Top Hashtags in Tweet in G4:
[112] malaria
[26] zoonotic
[19] ifakaramasterclasses
[8] gwas
[8] data
[7] venezuela
[7] plasmodium
[5] covid19
[3] parsa2021con
[3] sesquiterpene

Top Hashtags in Tweet in G5:
[100] malaria
[16] venezuela
[13] vih
[13] tuberculosis
[11] niger
[10] cameroon
[8] covid19
[6] noticiasvih
[6] enportada
[4] msf

Top Hashtags in Tweet in G6:
[100] malaria
[7] rethinkingmalaria
[7] covid19
[7] corteza
[7] cinchona
[7] adéntrate
[7] historia
[5] isglobal
[5] artemisininas
[4] plasmodium

Top Hashtags in Tweet in G7:
[4] eritrea
[2] malaria
[1] sdgs
[1] africa
[1] ethiopia
[1] development
[1] health
[1] publichealth
[1] milleniumdevelopmentgoals
[1] mdgs

Top Hashtags in Tweet in G8:
[50] malaria
[13] covid19
[5] chasemalariatozero
[3] ghana
[3] endmalaria
[2] laos
[2] publichealth
[2] thailand
[2] africa
[2] uganda

Top Hashtags in Tweet in G9:
[1] sirronaldross
[1] malaria
[1] nobelprize

Top Hashtags in Tweet in G10:
[40] malaria
[38] covid19
[38] rwanda

Top Words
Top Words in Tweet in Entire Graph:
[2256] #malaria
[402] malaria
[400] health
[396] क
[381] र
[303] #dengue
[277] #covid19
[242] य
[236] न
[220] म

Top Words in Tweet in G1:
[635] #malaria
[129] malaria
[107] globalfund
[104] against
[91] health
[88] time
[86] fight
[72] today
[70] more
[65] #covid19

Top Words in Tweet in G2:
[305] #malaria
[106] क
[97] र
[90] #dengue
[71] न
[71] malaria
[58] ल
[54] य
[54] स
[50] म

Top Words in Tweet in G3:
[133] conjunto
[133] dra
[133] elia
[133] sánchez
[133] directora
[133] regional
[133] saneamiento
[133] ambiental
[133] equipo
[133] municipio

Top Words in Tweet in G4:
[112] #malaria
[45] fredros_inc
[32] malaria
[28] article
[28] dr
[27] epidemiology
[26] #zoonotic
[26] role
[25] drheatherferg
[25] 2nd

Top Words in Tweet in G5:
[100] #malaria
[76] msf_espana
[50] conoces
[39] mosquitos
[34] msf
[33] melfran
[31] año
[30] herrera
[30] biólogo
[29] minutos

Top Words in Tweet in G6:
[100] #malaria
[37] induced
[35] bacteremia
[35] consequence
[35] multiple
[35] parasite
[35] survival
[35] strategies
[33] microbesinfect
[20] #openacc

Top Words in Tweet in G7:
[188] health
[96] fikrejesus
[94] one
[94] platforms
[94] focus
[94] improving
[94] protecting
[94] community
[94] well
[94] being

Top Words in Tweet in G8:
[50] #malaria
[38] deaths
[23] over
[19] uapoldmutualug
[19] leading
[19] cause
[19] ugandans
[19] accounting
[19] 27
[19] january

Top Words in Tweet in G9:
[50] medical
[49] remembering
[49] sir
[49] ronald
[49] ross
[49] death
[49] anniversary
[49] british
[49] doctor
[49] received

Top Words in Tweet in G10:
[40] #malaria
[39] health
[39] cases
[38] despite
[38] #covid19
[38] pressure
[38] systems
[38] control
[38] #rwanda
[38] attained

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[188] #dengue,#malaria
[133] conjunto,dra
[133] dra,elia
[133] elia,sánchez
[133] sánchez,directora
[133] directora,regional
[133] regional,saneamiento
[133] saneamiento,ambiental
[133] ambiental,equipo
[133] equipo,municipio

Top Word Pairs in Tweet in G1:
[66] against,#malaria
[43] #tb,#malaria
[34] fight,against
[33] #hiv,#tb
[29] nothingbutnets,today
[28] spending,time
[28] time,nothingbutnets
[28] critical,role
[26] role,congress
[26] congress,plays

Top Word Pairs in Tweet in G2:
[40] #dengue,#malaria
[27] take,#malaria
[27] #malaria,pill
[24] ड,ग
[21] #malaria,#dengue
[16] र,य
[14] forget,take
[13] remember,take
[13] pill,hope
[12] ग,क

Top Word Pairs in Tweet in G3:
[133] conjunto,dra
[133] dra,elia
[133] elia,sánchez
[133] sánchez,directora
[133] directora,regional
[133] regional,saneamiento
[133] saneamiento,ambiental
[133] ambiental,equipo
[133] equipo,municipio
[133] municipio,#sucre

Top Word Pairs in Tweet in G4:
[25] 2nd,article
[25] article,#zoonotic
[25] #zoonotic,#malaria
[25] #malaria,series
[25] series,focus
[25] focus,epidemiology
[25] epidemiology,knowesi
[25] knowesi,role
[25] role,deforestation
[24] drheatherferg,2nd

Top Word Pairs in Tweet in G5:
[30] melfran,herrera
[29] minutos,niño
[29] niño,muere
[29] muere,#malaria
[29] #malaria,áfrica
[27] msf_espana,minutos
[27] 430,000
[25] conoces,enemigo
[25] enemigo,conoces
[25] conoces,ti

Top Word Pairs in Tweet in G6:
[35] #malaria,induced
[35] induced,bacteremia
[35] bacteremia,consequence
[35] consequence,multiple
[35] multiple,parasite
[35] parasite,survival
[35] survival,strategies
[33] microbesinfect,#malaria
[20] strategies,#openacc
[7] day,webinar

Top Word Pairs in Tweet in G7:
[94] one,platforms
[94] platforms,health
[94] health,focus
[94] focus,improving
[94] improving,protecting
[94] protecting,community
[94] community,health
[94] health,well
[94] well,being
[94] being,emphasis

Top Word Pairs in Tweet in G8:
[19] #malaria,leading
[19] leading,cause
[19] cause,deaths
[19] deaths,ugandans
[19] ugandans,accounting
[19] accounting,over
[19] over,27
[19] 27,deaths
[19] deaths,january
[19] january,2021

Top Word Pairs in Tweet in G9:
[49] remembering,sir
[49] sir,ronald
[49] ronald,ross
[49] ross,death
[49] death,anniversary
[49] anniversary,british
[49] british,medical
[49] medical,doctor
[49] doctor,received
[49] received,nobel

Top Word Pairs in Tweet in G10:
[38] despite,#covid19
[38] #covid19,pressure
[38] pressure,health
[38] health,systems
[38] systems,#malaria
[38] #malaria,control
[38] control,#rwanda
[38] #rwanda,attained
[38] attained,remarkable
[38] remarkable,results

Top Replied-To
Top Replied-To in Entire Graph:
@sanru_asbl
@aeyousufguda
@mybmc
@jcperezcodex
@arvindkejriwal
@riverdale_park_
@arreymcntui
@mikkelsenbente_
@nerailwaygkp
@or_vandine

Top Replied-To in G1:
@sanru_asbl
@mikkelsenbente_
@or_vandine
@bbbrieger
@reditlhabi
@gaylesmith
@peterasands
@who
@wbdhfw
@shannonhader

Top Replied-To in G2:
@ex7ltd
@mysillyplanet2

Top Replied-To in G4:
@wekesah

Top Replied-To in G6:
@carolusvemperor

Top Replied-To in G7:
@nginyadiyu

Top Replied-To in G8:
@arreymcntui
@unicef
@palonsomalaria

Top Mentioned
Top Mentioned in Entire Graph:
@hilciasneptali
@globalfund
@fikrejesus
@msf_espana
@malarianomoreuk
@malariamustdie
@fredros_inc
@gvmc_official
@who
@sarangsspeaks

Top Mentioned in G1:
@globalfund
@malariamustdie
@malarianomoreuk
@who
@nothingbutnets
@endmalaria
@lshtm
@jhmrimalaria
@unitaid
@pmigov

Top Mentioned in G2:
@medmastery
@jbpno1_
@kamlesm
@anuragsason
@population_med
@itsegiyebangla
@gurjarmat
@leilaniathenai1

Top Mentioned in G3:
@hilciasneptali
@mppsmiranda
@nicolasmaduro
@delcyrodriguezv
@marevale

Top Mentioned in G4:
@fredros_inc
@drheatherferg
@malariagenomics
@juancgabaldon
@veconven1
@ciseal_puce
@baldini_fra
@zephaniahneema
@bnitm_de
@cssbh

Top Mentioned in G5:
@msf_espana
@msf
@hache_hache
@planeta_futuro
@msf_prensa
@msf_westafrica
@mukeshkapila
@trabenpositivo
@el_pais
@mcdpanama

Top Mentioned in G6:
@microbesinfect
@isglobalorg
@bloodsparasites
@paludismolosar
@trendsparasitol
@harvardmalaria
@carolusvemperor
@moalab_usp
@harvardchansph
@cultureroutes

Top Mentioned in G7:
@fikrejesus
@eliasamare
@nginyadiyu
@un

Top Mentioned in G8:
@uapoldmutualug
@minofhealthug
@chimpreports
@ghsupplychain
@usaid
@globalfund
@pmigov
@usaidgh
@rajpanjabi

Top Mentioned in G9:
@sarangsspeaks

Top Mentioned in G10:
@nsanzimanasabin
@rbcrwanda
@usaidrwanda
@kirehedistrict
@rwandalocalgov
@rwandahealth

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@odio_nao
@cybersec_feeds
@llemj
@venezolanonews
@john1966olsen
@casalettori
@httweets
@thehill
@viralvideovlogs

Top Tweeters in G1:
@trigorosa
@cnn
@allafrica
@monitor_ph
@marciasgreen
@ingrx
@mojamesapted
@thenationalnews
@thisweekinnepal
@lightifyco1

Top Tweeters in G2:
@zazoomblog
@venezolanonews
@firstpost
@teesvalleyvoice
@elperiodicodm
@eenadulivenews
@miragenewscom
@thehansindiaweb
@loksattalive
@jumbutweeple

Top Tweeters in G3:
@hurtadonorlix
@yasmi70
@celestino2055
@gloriamaria057
@dancarxxi
@armi_candanga
@escobarj291
@tintan2425
@batalla_roja
@mppsmiranda

Top Tweeters in G4:
@glasgow_watch
@ml_tweet_bot
@dailytimespak
@mendozaleon
@sr_oculomotor
@andradjaafara
@dcotoyo
@uzair_caas
@kristindownie
@pahowho

Top Tweeters in G5:
@llemj
@el_pais
@youranonriots
@letsroc137
@marpilcor
@pili_stage
@mariaredondo18
@elpais_america
@lobovaldavia
@lolesripoll

Top Tweeters in G6:
@kellyclelland1
@eldiarioex
@mariaesquirozma
@sciliz
@udadisi
@bloodsparasites
@drpiyushkr
@dukeu
@isglobalorg
@harvardchansph

Top Tweeters in G7:
@stesfamariam
@un
@haileab_tesfay
@ternafi
@elen65610483
@tablezh
@yonasmanna
@tefaledt
@fikrejesus
@tsearaia

Top Tweeters in G8:
@chimpreports
@rukundobrenda
@cathynaks
@hasasha_e
@romuyaaye
@lubowami
@unicef
@usaidgh
@usaid
@kenyanfever254

Top Tweeters in G9:
@karande76737049
@rayaan41
@stanalb
@g5msabir005
@incbansal
@jatin2909
@harishg82141308
@yoursurajnaik
@dranupmodgil
@bheegipalken009

Top Tweeters in G10:
@koudaiin
@elicanngango
@cyusa_k
@didace_ndamira
@ziadkhatib
@rwandalocalgov
@rwandahealth
@theogenedybak
@thaina_ang
@rusadivine


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