#malaria, Twitter, 12/26/2022 5:22:58 AM, 286979


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#malaria_2022-12-25_21-15-00.xlsx
#malaria_2022-12-25_21-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 26, 2022
Short Description:
#malaria via NodeXL https://bit.ly/3hRQtwY
@who
@gatesfoundation
@globalfund
@endmalaria
@bloodsparasites
@globalvectorhub
@womeninmalaria
@mesamalaria
@targetmalaria
@morubkk

Top hashtags:
#malaria
#worldmalariareport
#plasmodium
#hiv
#dengue
#tb
#endmalaria

Description:
Description
The graph represents a network of 1,997 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, 26 December 2022 at 05:18 UTC.

The requested start date was Monday, 26 December 2022 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 13-day, 5-hour, 56-minute period from Monday, 12 December 2022 at 04:42 UTC to Sunday, 25 December 2022 at 10:38 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 : 1997
Unique Edges : 1703
Edges With Duplicates : 3481
Total Edges : 5184
Number of Edge Types : 5
Retweet : 1454
MentionsInRetweet : 2367
Tweet : 505
Mentions : 816
Replies to : 42
Self-Loops : 550
Reciprocated Vertex Pair Ratio : 0.0306859205776173
Reciprocated Edge Ratio : 0.0595446584938704
Connected Components : 306
Single-Vertex Connected Components : 187
Maximum Vertices in a Connected Component : 1173
Maximum Edges in a Connected Component : 3503
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.880553
Graph Density : 0.000716254742835696
Modularity : 0.506388
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,997 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, 26 December 2022 at 05:18 UTC.

The requested start date was Monday, 26 December 2022 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 13-day, 5-hour, 56-minute period from Monday, 12 December 2022 at 04:42 UTC to Sunday, 25 December 2022 at 10:38 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:
[12] http://outbreaknewstoday.com/mexico-malaria-outbreak-reported-in-oaxaca-37606/
[11] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-04343-7
[8] https://www.cell.com/trends/parasitology/current
[8] https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2022
[8] https://www.who.int/news/item/08-12-2022-despite-continued-impact-of-covid-19--malaria-cases-and-deaths-remained-stable-in-2021
[6] https://www.thehindubusinessline.com/multimedia/audio/listen-how-close-are-we-to-a-malaria-vaccine/article66242446.ece
[6] https://doi.org/10.1021/ACSINFECDIS.2C00336
[6] https://www.youtube.com/watch?v=_dpVE3F3_oA&feature=youtu.be

[5] https://www.isglobal.org/en/healthisglobal/-/custom-blog-portlet/world-malaria-report-2022-the-boat-did-not-tip-but-the-storm-is-not-over/10244478/0
[5] https://www.weforum.org/agenda/2022/12/countries-managed-malaria-threats-2021-global-health

Top URLs in Tweet in G1:
[12] http://outbreaknewstoday.com/mexico-malaria-outbreak-reported-in-oaxaca-37606/
[4] https://www.isglobal.org/en/healthisglobal/-/custom-blog-portlet/world-malaria-report-2022-the-boat-did-not-tip-but-the-storm-is-not-over/10244478/0
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-04343-7
[3] http://www.jvbd.org//text.asp?2022/59/3/193/345177
[3] https://globalfund.exposure.co/krystals-fight-surviving-malaria-as-a-child-to-combat-the-disease-every-day-as-a-scientist
[3] http://outbreaknewstoday.com/panama-reports-first-malaria-death-of-2022-in-guna-yala-region-54062/
[2] https://pubmed.ncbi.nlm.nih.gov/36496354/?utm_source=Other&utm_medium=rss&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20221211110335&v=2.17.9
[2] https://pubmed.ncbi.nlm.nih.gov/36511329/?utm_source=Other&utm_medium=rss&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20221215225153&v=2.17.9
[2] http://www.jvbd.org//text.asp?2022/59/3/236/342394
[2] https://pubmed.ncbi.nlm.nih.gov/36525438/?utm_source=Other&utm_medium=rss&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20221220111223&v=2.17.9

Top URLs in Tweet in G2:
[7] https://www.who.int/news/item/08-12-2022-despite-continued-impact-of-covid-19--malaria-cases-and-deaths-remained-stable-in-2021
[6] https://www.thehindubusinessline.com/multimedia/audio/listen-how-close-are-we-to-a-malaria-vaccine/article66242446.ece
[5] https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2022
[5] https://www.weforum.org/agenda/2022/12/countries-managed-malaria-threats-2021-global-health
[3] http://hivinfo4mm.org/world-malaria-report-2022/
[2] https://twitter.com/ckarema/status/1602934524597477378
[2] https://www.medicalindependent.ie/in-the-news/news-features/aids-tb-and-malaria-an-uncertain-end-point/
[2] https://www.mmv.org/newsroom/press-releases/medicines-malaria-venture-and-africa-cdc-sign-memorandum-understanding
[2] https://mailchi.mp/6d4350ee7857/2022-december-newsletter
[2] https://endmalaria.org/news/threat-malaria-requires-urgent-response

Top URLs in Tweet in G3:
[5] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-04343-7
[3] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[3] https://twitter.com/AsiaCasinoNews1/status/1605824206456983552
[3] https://www.awin1.com/cread.php?awinmid=31732&awinaffid=1044257&platform=sl&ued=https://www.yooladesign.com/
[2] https://scitechdaily.com/mrna-vaccines-offer-one-two-punch-to-combat-malaria-could-help-save-millions-of-lives/
[2] https://www.awin1.com/cread.php?awinmid=23709&awinaffid=1044257&platform=sl&ued=https://petcreationsart.com/
[1] https://www.ninna.id/kasus-malaria-dan-kematian-cenderung-stabil-pada-2021/
[1] https://moremedtech.com/life-saving-light-beam-to-detect-malaria/
[1] https://www.ssph-journal.org/articles/10.3389/ijph.2022.1604826/full

Top URLs in Tweet in G4:
[3] https://www.wwarn.org/news/news-articles/meta-analysis-informed-updated-who-guidelines-treatment-uncomplicated-malaria
[2] https://elifesciences.org/articles/83433
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02483-7/fulltext?utm_campaign=WR&utm_content=230241430&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292
[1] https://www.iddo.org/news/join-us-3-february-webinar-radical-cure-vivax-malaria-can-we-do-better
[1] https://www.wwarn.org/tools-resources/malaria-clinical-trials-toolkit
[1] https://www.wwarn.org/tracking-resistance/artemisinin-molecular-surveyor
[1] https://www.wwarn.org/tools-resources/malaria-pregnancy-library
[1] https://mailchi.mp/wwarn/m2burxh9a3
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00765-4/fulltext
[1] https://oxford.onlinesurveys.ac.uk/global-views-on-paediatric-primaquine-copy_language-sele

Top URLs in Tweet in G6:
[6] https://www.cell.com/trends/parasitology/current
[3] http://www.sciencedirect.com/science?_ob=GatewayURL&_origin=AUTHORALERT&_method=citationSearch&_piikey=S1471492222002793&_version=1&md5=4e21b8df5247ddc9306514c4a4a27480
[2] https://www.sciencedirect.com/science/article/pii/S2667114X22000334
[1] http://www.sciencedirect.com/science/authShare/S1471492222002847/20221213T201800Z/1?md5=fd0dd3403c93559ccf53c57fada6b99a&dgcid=author
[1] http://www.sciencedirect.com/science/authShare/S1471492222002811/20221213T051300Z/1?md5=85b512236261f7a2e16184617daf9c08&dgcid=author
[1] https://twitter.com/ClauVeraArias/status/1605546258386632705
[1] https://twitter.com/drheatherferg/status/1591363143900753920
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41559-022-01886-w

Top URLs in Tweet in G7:
[1] https://gh.bmj.com/content/7/11/e010079.long
[1] https://www.cell.com/trends/parasitology/current
[1] https://gh.bmj.com/content/7/12/e009674.long
[1] https://www.gavi.org/vaccineswork/renewed-malaria-push-needed-after-covid-19-setback
[1] https://www.lstmed.ac.uk/news-events/news/lstm-led-study-derives-global-number-of-pregnancies-at-risk-of-malaria-between-2007
[1] https://www.shorturl.at/DGQRS
[1] https://twitter.com/Jhpiego/status/1604227184717176832

Top URLs in Tweet in G8:
[1] https://www.pmi.gov/in-tanzanias-refugee-camps-local-health-teams-take-the-lead-in-fighting-malaria/
[1] https://link.medium.com/Rj6qokOLWvb
[1] https://pmivectorlink.org/wp-content/uploads/2022/12/Revised-Health-Facility-ITN-Supervision-Checklist_September-2022.pdf
[1] https://www.youtube.com/watch?v=H70RIWu4GXo&t=17s

[1] https://twitter.com/abtassociates/status/1603763658693267456
[1] https://pmivectorlink.org/2022/11/15/delivering-malaria-control-services-in-the-face-of-global-shocks/
[1] https://omny.fm/shows/africa-rise-shine/the-us-gov-announces-a-program-to-improve-the-qual
[1] https://dhis2.org/equatorial-guinea-malaria-lmis/
[1] https://www.path.org/articles/path-malaria-2022-in-photos/
[1] https://twitter.com/pmivectorlink/status/1603057387400839174

Top URLs in Tweet in G9:
[2] https://www.ivcc.com/ivccs-annual-report-2021-2022/
[1] https://www.thelancet.com/action/showPdf?pii=S1473-3099%2818%2930745-X#.XB-pKLWoAq8.twitter
[1] https://malarianomore.org.uk/sites/default/files/BritainAtItsBest_Report_ONLINE.pdf
[1] https://www.clintonhealthaccess.org/blog/annual-global-forecasts-for-malaria-commodities-to-help-global-community-navigate-increasingly-complex-markets/
[1] https://dashboards.endmalaria.org/dashboard
[1] https://www.ivcc.com/new-chair-of-the-ivcc-board-of-trustees/
[1] https://medaccess.org/news/basf-and-medaccess-complete-shipment-of-35-million-interceptor-g2-nets-to-fight-malaria/
[1] https://twitter.com/MalariaNTDAPPG/status/1603703336049733632
[1] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(22)00454-5/fulltext
[1] https://www.sciencedirect.com/science/article/pii/S1473309922007629

Top URLs in Tweet in G10:
[2] https://www.malariaworld.org/blogs/video-professor-brendan-crabb-admitted-to-the-australian-academy-of-science
[2] https://www.malariaworld.org/events/watch-the-ihi-masterclass-the-rise-and-fall-of-medical-entomology-reflections-from-africa-asia-and-the-americas
[1] https://portlandpress.com/biochemj/article/479/24/2529/232274/Nanobodies-against-Pfs230-block-Plasmodium
[1] https://www.malariaworld.org/blogs/anopheles-stephensi-deep-dive-and-synthesis-report
[1] https://www.malariaworld.org/blogs/world-malaria-report-2022
[1] https://www.malariaworld.org/blogs/interview-malaria-without-mosquitoes-in-vitro-sporozoites-provide-ground-breaking-opportunites-for-malaria-vaccines-and-biology-research
[1] https://www.malariaworld.org/blogs/who-report-strategy-to-respond-to-antimalarial-drug-resistance-in-africa
[1] https://www.malariaworld.org/news/global-health-researchers-use-human-movement-patterns-to-determine-risk-of-malaria-spreading-during-certain-times-of-day
[1] https://www.malariaworld.org/news/laos-malaria-outbreak-in-2020-21-likely-caused-by-multidrug-resistant-strains-of-p-falciparum
[1] https://www.malariaworld.org/blogs/2000-projects-on-mesa-track

Top Domains
Top Domains in Tweet in Entire Graph:
[67] twitter.com
[27] who.int
[23] nih.gov
[21] nature.com
[18] youtube.com
[15] outbreaknewstoday.com
[13] malariaworld.org
[12] sciencedirect.com
[9] jvbd.org
[8] cell.com

Top Domains in Tweet in G1:
[16] nih.gov
[15] outbreaknewstoday.com
[14] twitter.com
[9] jvbd.org
[6] mesamalaria.org
[5] isglobal.org
[4] myworkdayjobs.com
[4] who.int
[3] biomedcentral.com
[3] nature.com

Top Domains in Tweet in G2:
[19] who.int
[11] twitter.com
[6] thehindubusinessline.com
[5] weforum.org
[4] mmv.org
[4] youtube.com
[4] hivinfo4mm.org
[3] scidev.net
[2] medicalindependent.ie
[2] mailchi.mp

Top Domains in Tweet in G3:
[12] twitter.com
[6] nih.gov
[6] awin1.com
[5] nature.com
[5] amazon.de
[5] aliexpress.com
[5] linksynergy.com
[3] temoignages.re
[3] co.uk
[3] blogspot.com

Top Domains in Tweet in G4:
[6] wwarn.org
[3] thelancet.com
[2] iddo.org
[2] elifesciences.org
[2] sciencedirect.com
[1] mailchi.mp
[1] ac.uk
[1] twitter.com
[1] obgproject.com

Top Domains in Tweet in G6:
[7] sciencedirect.com
[6] cell.com
[2] twitter.com
[1] nature.com

Top Domains in Tweet in G7:
[2] bmj.com
[1] cell.com
[1] gavi.org
[1] ac.uk
[1] shorturl.at
[1] twitter.com

Top Domains in Tweet in G8:
[2] pmivectorlink.org
[2] twitter.com
[1] pmi.gov
[1] medium.com
[1] youtube.com
[1] omny.fm
[1] dhis2.org
[1] path.org

Top Domains in Tweet in G9:
[3] ivcc.com
[3] twitter.com
[2] thelancet.com
[1] org.uk
[1] clintonhealthaccess.org
[1] endmalaria.org
[1] medaccess.org
[1] sciencedirect.com
[1] malariasurveys.org
[1] nature.com

Top Domains in Tweet in G10:
[13] malariaworld.org
[1] portlandpress.com
[1] twitter.com
[1] asm.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1717] malaria
[76] worldmalariareport
[66] plasmodium
[61] hiv
[59] dengue
[56] tb
[51] endmalaria
[50] covid19
[49] tuberculosis
[45] africa



Top Hashtags in Tweet in G1:
[373] malaria
[37] plasmodium
[25] worldmalariareport
[21] tb
[19] sarscov2
[18] rotary
[16] hiv
[14] climatechange
[14] coronavirus
[13] modeling

Top Hashtags in Tweet in G2:
[255] malaria
[39] worldmalariareport
[14] cphia2022
[13] globalhealth
[11] endmalaria
[11] healthforall
[11] covid19
[10] uhcday
[9] blpodcast
[8] zeromalaria

Top Hashtags in Tweet in G3:
[244] malaria
[17] dengue
[14] biontech
[13] disease
[11] health
[10] hiv
[9] covid19
[8] tb
[8] tuberculosis
[8] smallpox

Top Hashtags in Tweet in G4:
[85] malaria
[8] postdoc
[5] pregnancy
[5] sciencereadforsunday
[5] tafenoquine
[5] plasmodium
[5] vivax
[4] womeninstem
[2] nmfi
[2] vl

Top Hashtags in Tweet in G5:
[33] farc
[33] eln
[5] malaria

Top Hashtags in Tweet in G6:
[30] malaria
[8] anopheles
[8] stephensi
[8] africa
[7] epidemiology
[6] seroprevalence
[5] plasmodium
[4] malariae
[2] covid19
[2] science

Top Hashtags in Tweet in G7:
[43] malaria
[21] africa
[4] globalhealth
[4] msf
[3] southsudan
[2] healthworkers
[2] researchers
[2] pregnancies
[2] anaemia
[1] diarrhoea

Top Hashtags in Tweet in G8:
[29] malaria
[5] hiv
[5] tb
[5] tanzania
[4] zambia
[3] yearinreview
[3] endmalaria
[2] holidays
[2] rwanda
[2] gdhf2022

Top Hashtags in Tweet in G9:
[30] malaria
[4] endmalaria
[4] who
[3] ras
[2] venezuela
[2] tuberculosis
[2] tb
[2] malnutrition
[2] zeromalaria
[2] healthsystem

Top Hashtags in Tweet in G10:
[35] malaria
[6] plasmodium
[6] casoclinico
[6] marruecos
[6] costademarfil
[3] falciparum
[3] drugresistance
[3] heterochromatin
[2] anopheles
[2] worldhealthorganization

Top Words
Top Words in Tweet in Entire Graph:
[1730] #malaria
[457] malaria
[431] क
[300] य
[287] त
[230] र
[214] म
[202] more
[136] against
[136] gatesfoundation

Top Words in Tweet in G1:
[375] #malaria
[122] gatesfoundation
[109] malaria
[78] more
[70] against
[70] deputy
[70] director
[68] fight
[63] people
[60] access

Top Words in Tweet in G2:
[255] #malaria
[85] malaria
[61] world
[56] 2021
[47] more
[46] cases
[42] report
[42] endmalaria
[39] #worldmalariareport
[38] global

Top Words in Tweet in G3:
[244] #malaria
[75] क
[62] malaria
[44] य
[44] र
[42] त
[37] म
[29] take
[29] स
[27] pill

Top Words in Tweet in G4:
[85] #malaria
[36] vivax
[36] malaria
[32] wwarn
[23] cure
[22] radical
[21] clinical
[21] morubkk
[17] first
[17] workers

Top Words in Tweet in G5:
[56] dhernandezlarez
[49] sosorinoco
[37] evaluación
[33] desalojar
[33] zodiamazonas
[33] #eln
[33] minería
[33] #farc
[33] controlan
[33] inparques

Top Words in Tweet in G6:
[30] #malaria
[22] vector
[16] trendsparasitol
[14] interested
[13] design
[13] analyses
[13] apply
[13] improving
[13] quantitative
[13] eliminating

Top Words in Tweet in G7:
[43] #malaria
[25] funding
[22] whoafro
[21] data
[21] sustained
[21] commitment
[21] ending
[21] political
[21] strong
[21] #africa

Top Words in Tweet in G8:
[29] #malaria
[16] malaria
[13] pmigov
[9] global
[8] drdavidwalton
[8] coordinator
[8] recently
[7] pmivectorlink
[6] spray
[6] tanzania

Top Words in Tweet in G9:
[30] #malaria
[9] read
[7] report
[7] chai_health
[6] rectal
[6] more
[6] gatesfoundation
[6] sumivector
[6] invectorcontrol
[6] medaccessuk

Top Words in Tweet in G10:
[46] #malaria
[34] malaria
[24] transmission
[19] tham_lab
[15] paper
[15] malariaworld
[14] first
[13] wehi_research
[12] please
[12] blocking

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[143] क,त
[134] र,य
[107] छत,त
[107] त,सगढ
[99] against,#malaria
[99] म,क
[84] fight,against
[75] मल,र
[73] deputy,director
[70] millions,more

Top Word Pairs in Tweet in G1:
[70] deputy,director
[62] fight,against
[61] against,#malaria
[58] millions,more
[57] people,access
[57] #malaria,millions
[57] major,milestone
[57] more,people
[57] powerful,tool
[57] milestone,fight

Top Word Pairs in Tweet in G2:
[33] #malaria,cases
[22] global,efforts
[21] malaria,report
[21] world,malaria
[20] report,2022
[19] remained,stable
[18] #malaria,elimination
[18] cases,deaths
[17] deaths,remained
[16] 997,000

Top Word Pairs in Tweet in G3:
[27] #malaria,pill
[27] take,#malaria
[21] र,य
[18] छत,त
[18] त,सगढ
[18] क,त
[15] मल,र
[14] forget,take
[14] क,क
[13] म,क

Top Word Pairs in Tweet in G4:
[22] radical,cure
[17] cure,vivax
[17] vivax,malaria
[12] workers,#malaria
[12] #malaria,policy
[12] vivax,#malaria
[12] malariologists,health
[12] calling,malariologists
[12] policy,makers
[12] makers,help

Top Word Pairs in Tweet in G5:
[33] #farc,#eln
[33] #eln,controlan
[33] desalojar,#farc
[33] dhernandezlarez,zodiamazonas
[33] minería,evaluación
[33] zodiamazonas,desalojar
[33] evaluación,inparques
[33] controlan,minería
[30] tareas,dhernandezlarez
[29] sosorinoco,tareas

Top Word Pairs in Tweet in G6:
[13] quantitative,analyses
[13] interested,quantitative
[13] apply,phd
[13] #malaria,apply
[13] eliminating,#malaria
[13] phd,improving
[13] improving,design
[13] design,vector
[13] analyses,eliminating
[12] vector,cont

Top Word Pairs in Tweet in G7:
[21] ending,#malaria
[21] commitment,sustained
[21] political,commitment
[21] good,#africa
[21] funding,strong
[21] #malaria,good
[21] strong,data
[21] need,political
[21] #africa,possible
[21] possible,need

Top Word Pairs in Tweet in G8:
[6] oversees,president's
[6] coordinator,oversees
[6] president's,malaria
[6] drdavidwalton,global
[6] global,malaria
[6] recently,met
[6] met,drdavidwalton
[6] malaria,coordinator
[5] malaria,initiat
[5] #malaria,prevention

Top Word Pairs in Tweet in G9:
[6] rectal,artesunate
[5] chai_health,medaccessuk
[5] sumivector,envumalaria
[5] fcdogovuk,swissdevcoop
[5] globalfund,fcdogovuk
[5] medaccessuk,sumivector
[5] gatesfoundation,globalfund
[5] swissdevcoop,chai_health
[4] minute,#malaria
[4] severe,#malaria

Top Word Pairs in Tweet in G10:
[12] tweet,#malaria
[12] transmission,blocking
[12] blocking,paper
[12] #malaria,wehi_research
[12] please,tweet
[12] first,transmission
[12] access,biochemical_journal
[12] biochemical_journal,please
[12] open,access
[12] wehi_research,first

Top Replied-To
Top Replied-To in Entire Graph:
@dhernandezlarez
@gatesfoundation
@who
@calvintheicon
@upgovt
@redefiningaw
@hanskle57054394
@luzglongoria
@realtuckfrumper
@ethangbaus

Top Replied-To in G1:
@womeninmalaria
@cbsnews

Top Replied-To in G2:
@who
@drtedros
@1960_rani
@m2mtweets
@bmcbbsr

Top Replied-To in G4:
@devinefy

Top Replied-To in G5:
@dhernandezlarez

Top Replied-To in G8:
@usaidtanzania
@pmigov

Top Replied-To in G9:
@gatesfoundation

Top Replied-To in G10:
@ethangbaus
@mfda94011943

Top Mentioned
Top Mentioned in Entire Graph:
@gatesfoundation
@who
@globalfund
@endmalaria
@dhernandezlarez
@sosorinoco
@philipwelkhoff
@bloodsparasites
@chhattisgarhcmo
@mesamalaria

Top Mentioned in G1:
@gatesfoundation
@globalfund
@philipwelkhoff
@bloodsparasites
@mesamalaria
@esteetorok
@gatesf
@xtalbirungi
@rotary
@frontpubhealth

Top Mentioned in G2:
@who
@endmalaria
@ckarema
@medsformalaria
@africacdc
@drtedros
@pahowho
@zeromalaria
@laktarr001
@astmh

Top Mentioned in G3:
@antennafound
@prc_official
@addfieldltd
@bloompubhealth
@aulafarmacia

Top Mentioned in G4:
@wwarn
@morubkk
@who
@bipinadhikar
@nhmrc
@devinefy
@iddonews
@merrynroe
@calynch5
@apmen

Top Mentioned in G5:
@dhernandezlarez
@sosorinoco
@zodiamazonas
@min
@vladimirpadrino
@redi__oriental
@redi_andes
@guayana_invicta
@redi_capital2
@redicentral_

Top Mentioned in G6:
@trendsparasitol
@paulcdjo
@eahemms
@ayman_arbovirus
@mafaldasviana
@astmh
@ndeckinstitute
@crpvbd
@talexperkins
@eochomo

Top Mentioned in G7:
@whoafro
@jhpiego
@cagh_acsm
@msfsci
@lstmnews
@globalhealthbmj
@who
@whorwanda
@trendsparasitol
@malariaatlas

Top Mentioned in G8:
@pmigov
@drdavidwalton
@pmivectorlink
@cdctanzania
@katalam1leonard
@allykamila
@usaid
@lusagila_ally
@suluh
@bloodsparasites

Top Mentioned in G9:
@chai_health
@invectorcontrol
@zeromalariagb
@medaccessuk
@sumivector
@thelancetinfdis
@globalfund
@fcdogovuk
@swissdevcoop
@envumalaria

Top Mentioned in G10:
@tham_lab
@malariaworld
@wehi_research
@scmimc1
@cortesmalaria
@naturenv
@amtalman
@mikhagabriela
@philipwelkhoff

Top Tweeters
Top Tweeters in Entire Graph:
@geoffrey_payne
@alcinodoliveira
@sergeyusatchev
@alicate13
@seriousspidey
@mariposatuitera
@hoyelidenuncio
@suekhi
@baronianconsult
@headlinenewsvzl

Top Tweeters in G1:
@seriousspidey
@lorion
@cbsnews
@drjudystone
@gurdur
@virboy21
@venkat_mbks
@gulfama94244515
@globalcmrpt
@candidate7153

Top Tweeters in G2:
@suekhi
@channelnewsasia
@anas_erindra
@republic
@lesechos
@rfi
@monitor_ph
@timg33
@allanmzalendo
@tymvirginia

Top Tweeters in G3:
@ians_india
@peninsulaqatar
@abpanandatv
@travelcomments
@acritica
@hmtvnewslive
@ecobearwitness
@reisefreak1001
@sambad_odisha
@radiomiapanama

Top Tweeters in G4:
@theobgproject
@thelancet
@oyinkansolagcfr
@istock
@info_tghn
@phylogeo
@tropmedoxford
@smokinscientist
@davidan47333835
@bastos45grace

Top Tweeters in G5:
@alcinodoliveira
@marisoljimenezm
@maria_agpas
@juansarcosmusic
@mayogarrido
@ichyguino
@redi_andes
@socratescrespo
@enadepacheco
@redi__oriental

Top Tweeters in G6:
@behavecolpapers
@diamond_dre
@coloradostateu
@kaust_news
@johnshopkinsccp
@chrissuthy
@uofgshw
@florezcuadrosm
@arthurramalhom1
@heredityjournal

Top Tweeters in G7:
@wholefoods
@anaabot
@nyambaremph
@ilonakickbusch
@womenintheworld
@un_women
@sadixxy
@bimbola25
@africaconsumers
@jhpiego

Top Tweeters in G8:
@tanzaniart
@usaid
@cdcgov
@abtassociates
@fundacionvihda
@vjackson207
@andrewljohnston
@usembassyec
@bmquaresma
@pmigov

Top Tweeters in G9:
@ministrociencia
@unicef
@egaluemozo
@fcdogovuk
@isntd_press
@franciscomarty_
@malarianomoreuk
@cavy301
@basfagro
@thelancetinfdis

Top Tweeters in G10:
@imagine_garden
@drng
@genomematt
@kateamarshall
@tripathyajay
@tham_lab
@naturenv
@wehi_research
@ronnieraphael
@jgd20


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