#malaria, Twitter, 5/10/2021 4:56:35 AM, 254520


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#malaria_2021-05-09_20-43-02.xlsx
#malaria_2021-05-09_20-43-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 10, 2021
Short Description:
#malaria via NodeXL https://bit.ly/3bx6VMX
@who
@drericding
@justsomebastard
@whoafro
@malarianomore
@globalfund
@achyuta_samanta
@reddyananda
@targetmalaria
@faryus88

Top hashtags:
#malaria
#worldmalariaday
#covid19
#vaccine
#worldmalariaday2021
#endmalaria

Description:
Description
The graph represents a network of 6,132 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, 10 May 2021 at 03:55 UTC.

The requested start date was Monday, 10 May 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, 12-hour, 3-minute period from Monday, 26 April 2021 at 00:01 UTC to Sunday, 09 May 2021 at 12:05 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 : 6132
Unique Edges : 4098
Edges With Duplicates : 11979
Total Edges : 16077
Number of Edge Types : 5
Tweet : 1366
MentionsInRetweet : 7058
Mentions : 2284
Retweet : 5241
Replies to : 128
Self-Loops : 1465
Reciprocated Vertex Pair Ratio : 0.0329487179487179
Reciprocated Edge Ratio : 0.0637954573662654
Connected Components : 870
Single-Vertex Connected Components : 413
Maximum Vertices in a Connected Component : 3786
Maximum Edges in a Connected Component : 12202
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.479891
Graph Density : 0.000214308749084859
Modularity : 0.466322
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,132 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, 10 May 2021 at 03:55 UTC.

The requested start date was Monday, 10 May 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, 12-hour, 3-minute period from Monday, 26 April 2021 at 00:01 UTC to Sunday, 09 May 2021 at 12:05 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:
[47] https://www.weforum.org/agenda/2021/04/could-covid-19-methods-be-applied-to-the-distribution-of-a-new-malaria-vaccine?utm_source=twitter&utm_medium=social_scheduler&utm_term=Vaccination&utm_content=30/04/2021+00:00
[41] http://www.noticierovenevision.net/noticias/salud/oxford-logra-la-primera-vacuna-contra-la-malaria
[32] https://www.bbc.com/news/health-56858158
[30] https://theconversation.com/quiere-controlar-la-malaria-proteja-a-las-ranas-159886
[19] https://www.theguardian.com/world/2021/apr/23/oxford-malaria-vaccine-proves-highly-effective-in-burkina-faso-trial
[16] https://www.tagesschau.de/ausland/afrika/malaria-impfstoff-103.html
[14] https://www.amazon.com/dp/B093PJXPLB
[13] https://www.eurekalert.org/pub_releases/2021-05/uoo-pmv050521.php
[13] https://www.who.int/campaigns/world-malaria-day/world-malaria-day-2021
[13] https://goodnews-magazin.de/impfstoff-malaria/

Top URLs in Tweet in G1:
[7] http://www.mesamalaria.org/updates/mesa-webinar-1-listening-community-malaria-health-system-and-equity-perspective
[5] https://www.washingtonpost.com/opinions/global-opinions/in-putting-out-the-blaze-of-the-pandemic-we-cant-forget-other-raging-diseases/2021/05/03/99418806-a847-11eb-bca5-048b2759a489_story.html
[4] https://devpolicy.org/malaria-elimination-in-the-asia-pacific-the-covid-19-threat-20210425/
[4] https://twitter.com/AFGHnetwork/status/1386349280332423173
[4] https://www.bbc.com/news/health-56858158
[3] https://ternet-or-tz.zoom.us/meeting/register/tZAsceCqrzsuHdK_SdEKwKGsGamycn-rvULY
[3] https://jh.zoom.us/meeting/register/tJcvcuytrjwsHdbqKKG3ZUNU7tQ-iXhyCn1e
[3] https://usaidpubs.exposure.co/mobilizing-against-malaria
[3] https://journals.plos.org/plosmedicine/article?id=10.1371%2Fjournal.pmed.1003591&utm_source=dlvr.it&utm_medium=twitter
[3] https://pubmed.ncbi.nlm.nih.gov/33936806/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20210506012940&v=2.14.4

Top URLs in Tweet in G2:
[11] https://www.who.int/campaigns/world-malaria-day/world-malaria-day-2021
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41541-020-0196-3
[5] https://endmalaria.org/sites/default/files/Global%20Call%20to%20Action,%20final%20EN.pdf
[5] https://www.scidev.net/global/news/the-25-countries-that-could-beat-malaria-by-2025/
[5] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3830681
[4] https://www.who.int/news/item/20-04-2021-rts-s-malaria-vaccine-reaches-more-than-650-000-children-in-ghana-kenya-and-malawi-through-groundbreaking-pilot-programme
[4] https://www.bbc.com/news/health-56858158
[4] https://colenfermalaga.com/contenidos/1/contenido/57790
[3] http://www.mesamalaria.org/updates/mesa-webinar-1-listening-community-malaria-health-system-and-equity-perspective
[3] https://www.who.int/news/item/21-04-2021-world-malaria-day-who-launches-effort-to-stamp-out-malaria-in-25-more-countries-by-2025

Top URLs in Tweet in G3:
[9] https://www.geovax.com/technology-pipeline/infectious-diseases
[9] https://furtherafrica.com/2021/04/30/us-invests-over-us360m-to-fight-malaria-in-angola/
[7] https://www.theguardian.com/world/2021/apr/23/oxford-malaria-vaccine-proves-highly-effective-in-burkina-faso-trial
[5] https://www.bbc.com/news/health-56858158
[5] https://www.livescience.com/oxford-malaria-vaccine-promising-results.html
[5] https://www.labroots.com/trending/immunology/20289/breakthrough-malaria-vaccine-ray-hope
[4] https://www.instagram.com/accounts/login/
[4] https://www.tagesschau.de/ausland/afrika/malaria-impfstoff-103.html
[4] https://twitter.com/UniofOxford/status/1385596000937684997
[4] https://www.lessmosquito.com/

Top URLs in Tweet in G5:
[2] https://achest.org/index.php?option=com_zoo&task=item&item_id=329&Itemid=459
[2] https://www.afro.who.int/news/getting-malaria-prevention-back-track
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DixhhcFQnWZM&q=EgS4SO-bGPX9moQGIhkA8aeDS9oAWy7Mm2E4AueZeh6k8di1OukRMgFy
[1] https://twitter.com/WHO/status/1390986337180921857
[1] https://twitter.com/uniofoxford/status/1385596000937684997?s=21
[1] https://www.afro.who.int/news/boosting-equity-malaria-prevention-malawi-through-vaccination
[1] https://www.afro.who.int/news/cabo-verde-attains-zero-local-malaria-transmission
[1] https://www.afro.who.int/health-topics/malaria
[1] https://twitter.com/WHOAFRO/status/1386230852804386819
[1] https://unsdg.un.org/latest/stories/keeping-children-alive-past-age-five-malaria-vaccine-programme-offers-hope-sub

Top URLs in Tweet in G6:
[8] https://www.bbc.com/news/health-56858158
[7] https://blog.f1000.com/2021/04/25/world-malaria-day-2021-innovative-strategies-for-engaging-communities-with-malaria-research/?utm_source=twitter&utm_medium=social&utm_campaign=JQD20140&utm_term=post
[7] https://eurekalert.org/pub_releases/2021-04/uoo-mvb042221.php
[4] https://www.devex.com/news/opinion-empower-youth-to-end-malaria-for-good-99698
[3] https://www.bbc.co.uk/news/health-56858158
[3] https://www.understandinganimalresearch.org.uk/news/animal-research-and-malaria/
[2] https://www.alfredresearchalliance.org.au/latest-news/around-the-precinct-29-april-2021/
[2] https://www.tagesschau.de/ausland/afrika/malaria-impfstoff-103.html
[1] https://burnet.edu.au:443/news/1413
[1] https://burnet.edu.au/news/1413

Top URLs in Tweet in G7:
[2] https://indiafrontline.com/csr-in-india/world-malaria-day-2021-top-csr-initiatives-to-eradicate-malaria-from-india/
[1] https://www.theguardian.com/global-development/2021/apr/30/britains-aid-cuts-whats-been-announced-so-far

Top URLs in Tweet in G8:
[9] https://media.podserve.fm/media/episodes/user_3625/2326/Episode_9_clean.mp3
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900839-4%2Ffulltext%3Futm_campaign%3DProfile%26utm_content%3D163666511%26utm_medium%3Dsocial%26utm_source%3Dtwitter%26hss_channel%3Dtw-27013292&rc=0
[2] https://tidningenglobal.se/2021/04/26/experimentvaccin-lyser-upp-malariamorker/
[1] https://www.thelancet.com/journals/langlo/issue/current
[1] https://www.thelancet.com/journals/eclinm/issue/vol34nonull/PIIS2589-5370(21)X0004-1
[1] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(21)00096-3/fulltext#.YJKPBRl0HfI.twitter
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)00943-0/fulltext#.YJOp_Iez0J4.twitter
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanmic%2Fissue%2Fcurrent&rc=0
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)00839-4/fulltext?utm_campaign=cover21&utm_content=163481351&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292
[1] https://www.thelancet.com/journals/lancet/issue/vol397no10284/PIIS0140-6736(21)X0017-7?utm_campaign=cover21&utm_content=163481351&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292

Top URLs in Tweet in G9:
[3] https://coursesandconferences.wellcomeconnectingscience.org/event/genomic-epidemiology-of-malaria-virtual-conference-20210607/?utm_source=twitter&utm_medium=Twitter_Virtual&utm_campaign=GEM2021&utm_content=organic_social
[2] https://coursesandconferences.wellcomeconnectingscience.org/wp-content/uploads/2019/06/Genomic-Epidemiology-of-Malaria-2021-Draft-Programme.pdf?utm_source=Social&utm_medium=social-draftprog&utm_campaign=GEM21&utm_content=organic_social
[2] https://sangerinstitute.blog/2019/08/22/malaria-cell-atlas-mapping-a-murderous-parasites-life-cycle/
[2] https://www.kcl.ac.uk/reducing-the-malaria-burden-in-sierra-leone
[1] http://www.sciencedirect.com/science/authShare/S1471492221000568/20210325T050700Z/1?md5=2cbef6c4d3f5f99b5bb82b8c524dff43&dgcid=author
[1] http://www.sciencedirect.com/science/authShare/S1471492221000829/20210430T040700Z/1?md5=2b3baf1361062a18c64c2a07c4b4cb51&dgcid=author
[1] https://www.cell.com/trends/parasitology/fulltext/S1471-4922(21)00012-X
[1] https://twitter.com/malariagenomics/status/1390223571121750016?s=20
[1] https://www.youtube.com/watch?v=zwcyPNB5M1I&feature=youtu.be

[1] https://www.malariagen.net/news-events/malariagen-podcast-dr-cristina-ariani-covid-and-malaria-genomic-surveillance?utm_source=Twitter&utm_medium=Podcast&utm_campaign=Covid_surveillance&utm_term=Ariani

Top URLs in Tweet in G10:
[1] https://twitter.com/Winnie_Byanyima/status/1391040264693768192
[1] https://twitter.com/globalfund/status/1386244851361009665
[1] https://twitter.com/jnkengasong/status/1389645968128286724
[1] https://www.liverpool.ac.uk/centre-of-excellence-for-long-acting-therapeutics/longevity/
[1] https://hepcoalition.org/news/article/call-for-applications-malaria-hepatitis-c-and-latent-tb-infection-long-acting?var_mode=calcul
[1] https://www.spotlightnsp.co.za/2021/04/26/how-drones-are-used-in-sas-health-services/
[1] https://edition.cnn.com/2021/04/23/uk/malaria-vaccine-oxford-intl-gbr/index.html?fbclid=IwAR3HmPKceqiNJwz5kergP9GykWZ4VAbDETpzpMGOHRm8Ud1E4Sh3oRLrBVM
[1] https://twitter.com/WHO/status/1386393760423157761
[1] https://www.eldiario.es/desalambre/pandemia-covid-trastoco-lucha-vih-malaria-tuberculosis-paises-pobres-riesgo-retroceder-anos_1_7839727.html
[1] https://www.undp.org/content/undp/en/home/stories/fighting-one-of-the-world-s-biggest-killers-during-a-pandemic.html

Top Domains
Top Domains in Tweet in Entire Graph:
[235] twitter.com
[51] youtube.com
[49] weforum.org
[47] who.int
[42] bbc.com
[41] noticierovenevision.net
[34] theconversation.com
[33] nature.com
[31] theguardian.com
[28] co.uk

Top Domains in Tweet in G1:
[46] twitter.com
[15] mesamalaria.org
[11] nih.gov
[10] wwarn.org
[10] zoom.us
[9] theglobalfund.org
[8] co.uk
[8] washingtonpost.com
[8] biomedcentral.com
[8] 15xmalariaimpact.org

Top Domains in Tweet in G2:
[27] who.int
[20] twitter.com
[14] scidev.net
[8] isglobal.org
[7] nature.com
[6] bit.ly
[5] endmalaria.org
[5] vacunasaep.org
[5] ssrn.com
[4] mesamalaria.org

Top Domains in Tweet in G3:
[49] twitter.com
[10] theguardian.com
[9] geovax.com
[9] furtherafrica.com
[8] bbc.com
[7] who.int
[6] youtube.com
[5] livescience.com
[5] labroots.com
[4] instagram.com

Top Domains in Tweet in G5:
[5] who.int
[4] twitter.com
[2] achest.org
[1] google.com
[1] un.org
[1] economist.com
[1] theguardian.com
[1] lanationbenin.info
[1] urlz.fr
[1] podigee.io

Top Domains in Tweet in G6:
[12] bbc.com
[10] twitter.com
[8] eurekalert.org
[7] f1000.com
[5] co.uk
[4] devex.com
[3] org.uk
[2] edu.au
[2] org.au
[2] tagesschau.de

Top Domains in Tweet in G7:
[2] indiafrontline.com
[1] theguardian.com

Top Domains in Tweet in G8:
[9] podserve.fm
[7] thelancet.com
[5] twitter.com
[4] elsevierhealth.com
[3] tidningenglobal.se
[2] github.com
[1] sciencemag.org
[1] ssrn.com
[1] edctp.org
[1] healio.com

Top Domains in Tweet in G9:
[5] wellcomeconnectingscience.org
[5] sangerinstitute.blog
[5] ac.uk
[4] twitter.com
[3] youtube.com
[2] sciencedirect.com
[1] cell.com
[1] malariagen.net
[1] oup.com
[1] gov.au

Top Domains in Tweet in G10:
[6] twitter.com
[1] ac.uk
[1] hepcoalition.org
[1] co.za
[1] cnn.com
[1] eldiario.es
[1] undp.org
[1] or.jp
[1] theathletic.com
[1] un.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5933] malaria
[1038] worldmalariaday
[530] covid19
[336] vaccine
[263] worldmalariaday2021
[257] endmalaria
[215] zeromalaria
[200] drawtheline
[174] africa
[163] hiv



Top Hashtags in Tweet in G1:
[1179] malaria
[209] worldmalariaday
[159] drawtheline
[113] covid19
[94] endmalaria
[76] genedrive
[69] targetmalariauk
[60] zeromalaria
[52] ifakaramasterclasses
[42] worldmalariaday2021

Top Hashtags in Tweet in G2:
[540] malaria
[186] worldmalariaday
[69] paludismo
[43] endmalaria
[33] zeromalaria
[30] vaccine
[25] unacceptable
[22] venezuela
[21] covid19
[19] worldmalariaday2021

Top Hashtags in Tweet in G3:
[504] malaria
[59] vaccine
[30] covid19
[28] africa
[27] worldmalariaday
[25] health
[18] covid
[18] mosquito
[16] malariavaccine
[15] hiv

Top Hashtags in Tweet in G4:
[208] worldmalariaday
[208] malaria
[1] endmalaria

Top Hashtags in Tweet in G5:
[219] malaria
[63] worldmalariaday
[52] covid19
[42] africa
[6] worldmalariaday2021
[6] standup
[6] takeaction
[5] zeromalaria
[4] didyouknow
[4] zeromalariastartswithme

Top Hashtags in Tweet in G6:
[166] malaria
[28] vaccine
[27] worldmalariaday
[12] endmalaria
[12] covid19
[5] communityengagement
[4] zeromalaria
[4] mondayvibes
[4] plasmodium
[4] fakemeds

Top Hashtags in Tweet in G7:
[8] sdgs
[6] malaria
[6] ukaid
[6] sdg4
[6] sdg5
[6] srhr
[6] globalgoals
[2] malariaday
[2] csr
[2] india

Top Hashtags in Tweet in G8:
[89] malaria
[30] covid19
[28] hiv
[25] worldimmunizationweek
[22] cdiff
[22] histoplasmosis
[22] sarscov2
[19] contraception
[19] oncology
[19] diabetes

Top Hashtags in Tweet in G9:
[98] malaria
[15] worldmalariaday
[15] genomics
[15] coviduk
[13] lmic
[9] gem21
[7] worldmalariaday2021
[6] papuanewguinea
[6] shiftmalaria
[6] sierraleone

Top Hashtags in Tweet in G10:
[66] malaria
[59] covid19
[40] tb
[39] hiv
[7] drones
[7] medical
[5] worldmalariaday
[4] tuberculosis
[4] malária
[3] vih

Top Words
Top Words in Tweet in Entire Graph:
[5930] #malaria
[1787] malaria
[1039] #worldmalariaday
[772] vaccine
[596] against
[588] health
[552] more
[530] #covid19
[504] children
[484] over

Top Words in Tweet in G1:
[1179] #malaria
[304] malaria
[283] targetmalaria
[256] against
[209] #worldmalariaday
[204] meet
[183] working
[165] health
[159] #drawtheline
[156] globalfund

Top Words in Tweet in G2:
[540] #malaria
[186] #worldmalariaday
[145] countries
[116] malaria
[79] over
[71] today
[71] decades
[69] health
[69] #paludismo
[67] vaccine

Top Words in Tweet in G3:
[504] #malaria
[179] malaria
[93] vaccine
[59] #vaccine
[45] more
[40] world
[39] 77
[38] news
[34] effective
[32] health

Top Words in Tweet in G4:
[208] today
[208] #worldmalariaday
[208] #malaria
[208] still
[208] kills
[208] child
[208] minutes
[208] children
[208] die
[207] achyuta_samanta

Top Words in Tweet in G5:
[219] #malaria
[88] good
[86] malaria
[74] ending
[69] whoafro
[66] despite
[63] #worldmalariaday
[56] countries
[54] transmission
[52] vaccine

Top Words in Tweet in G6:
[166] #malaria
[67] uniofoxford
[58] vaccine
[56] malaria
[33] more
[32] against
[29] effective
[28] #worldmalariaday
[28] #vaccine
[25] burnetinstitute

Top Words in Tweet in G7:
[142] part
[142] efforts
[142] control
[142] prevent
[142] eliminate
[142] malaria
[142] 1000s
[142] bed
[142] nets
[142] distributed

Top Words in Tweet in G8:
[89] #malaria
[57] thelancet
[51] issue
[41] online
[36] immunologist
[33] iavi
[30] #covid19
[30] vaccine
[28] #hiv
[26] articles

Top Words in Tweet in G9:
[98] #malaria
[29] malaria
[29] research
[21] awarded
[19] acscevents
[18] malariagenomics
[18] podcast
[17] free
[17] cristina_ariani
[16] transition

Top Words in Tweet in G10:
[65] #malaria
[59] #covid19
[47] winnie_byanyima
[40] #tb
[39] #hiv
[36] pandemic
[27] response
[27] against
[26] pushing
[26] further

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[358] today,#worldmalariaday
[346] against,#malaria
[313] #malaria,vaccine
[272] #worldmalariaday,#malaria
[241] still,kills
[239] kills,child
[238] #malaria,still
[236] child,minutes
[224] children,die
[223] minutes,children

Top Word Pairs in Tweet in G1:
[207] against,#malaria
[163] targetmalaria,meet
[126] #drawtheline,against
[68] #targetmalariauk,imperialcollege
[52] #genedrive,approaches
[49] fight,against
[48] working,#targetmalariauk
[47] crisanti,lab
[43] 2020,spot
[43] spot,checks

Top Word Pairs in Tweet in G2:
[62] over,last
[62] #paludismo,#malaria
[55] today,#worldmalariaday
[55] certified,#malaria
[55] #malaria,free
[51] #worldmalariaday,over
[51] last,decades
[51] decades,11
[51] 11,countries
[51] countries,certified

Top Word Pairs in Tweet in G3:
[30] #malaria,vaccine
[30] #malaria,#vaccine
[27] take,#malaria
[27] #malaria,pill
[22] malaria,vaccine
[19] covid,19
[14] forget,take
[13] against,#malaria
[13] world,malaria
[13] remember,take

Top Word Pairs in Tweet in G4:
[208] today,#worldmalariaday
[208] #worldmalariaday,#malaria
[208] #malaria,still
[208] still,kills
[208] kills,child
[208] child,minutes
[208] minutes,children
[208] children,die
[207] achyuta_samanta,today

Top Word Pairs in Tweet in G5:
[69] ending,#malaria
[54] malaria,transmission
[48] #malaria,vaccine
[47] good,news
[47] news,#malaria
[47] vaccine,r21
[47] r21,shows
[47] shows,promise
[47] promise,area
[47] area,malaria

Top Word Pairs in Tweet in G6:
[22] #malaria,vaccine
[17] #malaria,#vaccine
[14] malaria,vaccine
[13] against,#malaria
[12] uniofoxford,#malaria
[12] 75,efficacy
[12] understanding,#malaria
[11] vaccine,proved
[11] 77,effective
[10] clinical,trial

Top Word Pairs in Tweet in G7:
[142] part,efforts
[142] efforts,control
[142] control,prevent
[142] prevent,eliminate
[142] eliminate,malaria
[142] malaria,1000s
[142] 1000s,bed
[142] bed,nets
[142] nets,distributed
[142] distributed,mendefera

Top Word Pairs in Tweet in G8:
[41] issue,online
[29] #malaria,vaccine
[24] never,better
[24] better,time
[24] time,immunologist
[24] immunologist,during
[24] during,#worldimmunizationweek
[24] #worldimmunizationweek,don
[24] don,miss
[24] miss,thelancet

Top Word Pairs in Tweet in G9:
[17] #malaria,research
[16] transition,#malaria
[15] podcast,cristina_ariani
[15] cristina_ariani,speaks
[15] speaks,transition
[15] #malaria,#genomics
[15] #genomics,#coviduk
[15] #coviduk,surveillance
[14] malariagenomics,podcast
[14] surveillance,san

Top Word Pairs in Tweet in G10:
[38] #tb,#malaria
[36] #hiv,#tb
[27] #covid19,pandemic
[26] pandemic,pushing
[26] pushing,response
[26] response,against
[26] against,#hiv
[26] #malaria,further
[26] further,track
[26] track,threatening

Top Replied-To
Top Replied-To in Entire Graph:
@sanru_asbl
@sfhnigeria
@who
@theeconomist
@equalityalec
@sfhgfmalariapr1
@rbcrwanda
@platasaurus
@a1tvrajasthan
@missel_duah

Top Replied-To in G1:
@sanru_asbl
@sfhnigeria
@rbcrwanda
@pmigov
@missel_duah
@_africanunion
@pharmpunit
@theeconomist
@givingwhatwecan
@nyc_youthvoice

Top Replied-To in G2:
@who
@seruminstindia
@globalgoalsun

Top Replied-To in G5:
@catfiankbok

Top Replied-To in G6:
@ildfluer

Top Replied-To in G10:
@winnie_byanyima
@drtedros
@unaids
@gf_from_okinawa
@arsenal

Top Mentioned
Top Mentioned in Entire Graph:
@who
@targetmalaria
@achyuta_samanta
@globalfund
@fikrejesus
@imperialcollege
@fredros_inc
@endmalaria
@uniofoxford
@whoafro

Top Mentioned in G1:
@targetmalaria
@globalfund
@imperialcollege
@endmalaria
@fredros_inc
@malarianomore
@zeromalaria
@afidep
@pmigov
@palonsomalaria

Top Mentioned in G2:
@who
@angel_h_merino
@whonigeria
@isglobalorg
@lshtm
@mesamalaria
@scidevnet
@globalvectorhub
@juancgabaldon
@jennerinstitute

Top Mentioned in G3:
@medmastery
@influencespain
@ismphng
@bayqueen30
@ivyasaa
@havanahospital
@letscalendar
@addfieldltd
@inifiocruz

Top Mentioned in G4:
@achyuta_samanta

Top Mentioned in G5:
@whoafro
@drtedros
@takeshi_kasai
@whoghana
@who
@moetitshidi
@girls4media
@un_sdg
@unicef
@drjadeen

Top Mentioned in G6:
@uniofoxford
@burnetinstitute
@animalresearch
@f1000research
@unfoundation
@wellcomeopenres
@jamesjpdrake
@xprize
@jennerinstitute

Top Mentioned in G7:
@fikrejesus
@michaelasije
@jensmischief
@indiafrontline
@ssrn

Top Mentioned in G8:
@thelancet
@iavi
@lancetmicrobe
@eclinicalmed
@o_s_m
@faithosier
@eu_h2020
@aasopenres
@lancetgh
@edctp

Top Mentioned in G9:
@acscevents
@malariagenomics
@cristina_ariani
@ddu_dundee
@dundeeuni
@pngimr
@sangerinstitute
@uodlifesciences
@jennifergardy

Top Mentioned in G10:
@winnie_byanyima
@_africanunion
@africacdc
@globalfund
@afrocab_hiv
@peterasands
@tagteam_tweets
@asteiner
@pet
@unaids_au_eca

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@jornalistavitor
@dichristine
@rk70534
@phildecarolis
@cyberanonymous
@femtech_
@insdatainter
@billm9
@xaelbot

Top Tweeters in G1:
@dichristine
@femtech_
@bexxmodd
@akuma_river
@guardian
@magarya
@telegraph
@madamend
@washingtonpost
@lenubienne

Top Tweeters in G2:
@madfall1213
@trigorosa
@girlywolfpup
@njmike731
@gendohki
@alcinx
@onomsalam2pas
@france24_en
@sadape54
@chichodisanto

Top Tweeters in G3:
@zazoomblog
@jpnncom
@imagenpoblana
@monkey_viral
@paintsandsings
@tv9telugu
@joethorpe1963
@sandeshnews
@splashfm1055
@travelcomments

Top Tweeters in G4:
@bhabagrahi_rana
@smrutirani1
@heartpadhan
@nirmalendu17
@kumarsachikant
@sasmita53363097
@achyuta_samanta
@sibarammajhi2
@hemanginidas
@saradalenka4

Top Tweeters in G5:
@cyberanonymous
@cnbsnana
@ansisegle
@monibhachu
@kean1s
@adriansysnet
@syawal
@lissnup
@pitrko
@monickred

Top Tweeters in G6:
@gracemurphy2
@trendsinai
@skynews
@bprophetable
@bbcworld
@godfrey_g_
@basuashis
@imno6
@tvcconnect
@kate97417476

Top Tweeters in G7:
@sustaintrends
@petros_berhe
@dahlakib
@stesfamariam
@eankitpandey
@weincludedorg
@agperiurban
@sdgscolab
@coolproof
@forglobalgoals

Top Tweeters in G8:
@jornalistavitor
@lilygabet
@emocionycambio
@benishii_
@forgerat
@enriquen
@aliciacastroar
@_open_science_
@zecohealth
@noranorama56

Top Tweeters in G9:
@dnaed_tech
@onionssssssss
@eaglenuel
@jeremyfarrar
@harvardchansph
@stret_pasin
@wellcometrust
@dundeeuni
@anneglover_eu
@gerdunne71

Top Tweeters in G10:
@rk70534
@insdatainter
@bagaluesunab
@euranieloficial
@82taborda
@arsenal
@noelenen
@ahakramlodhi
@mercedesguera
@mamknosisi