#malaria, Twitter, 1/9/2023 7:17:48 AM, 287498


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#malaria_2023-01-08_21-15-00.xlsx
#malaria_2023-01-08_21-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 09, 2023
Short Description:
#malaria via NodeXL https://bit.ly/3infNeq
@who
@gatesfoundation
@globalfund
@mesamalaria
@globalvectorhub
@merrynroe
@isglobalorg
@ecobiotraps
@mohfw_india
@pioneerraipur

Top hashtags:
#malaria
#hiv
#worldmalariareport
#dengue
#tuberculosis
#covid19
#endmalaria

Description:
Description
The graph represents a network of 4,179 Twitter users whose recent tweets contained "#malaria", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 05:19 UTC.

The tweets in the network were tweeted over the 2031-day, 14-hour, 13-minute period from Saturday, 17 June 2017 at 09:15 UTC to Sunday, 08 January 2023 at 23:28 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4179
Unique Edges : 2792
Edges With Duplicates : 8649
Total Edges : 11441
Number of Edge Types : 9
Retweet : 3477
MentionsInRetweet : 4888
Quote : 123
MentionsInQuote : 164
Tweet : 923
Mentions : 1251
MentionsInReplyTo : 402
Replies to : 209
MentionsInQuoteReply : 4
Self-Loops : 1272
Reciprocated Vertex Pair Ratio : 0.027147704947312
Reciprocated Edge Ratio : 0.0528603721091984
Connected Components : 528
Single-Vertex Connected Components : 301
Maximum Vertices in a Connected Component : 2377
Maximum Edges in a Connected Component : 7891
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.877256
Graph Density : 0.000329384046678032
Modularity : 0.45229
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,179 Twitter users whose recent tweets contained "#malaria", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 05:19 UTC.

The tweets in the network were tweeted over the 2031-day, 14-hour, 13-minute period from Saturday, 17 June 2017 at 09:15 UTC to Sunday, 08 January 2023 at 23:28 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[29] https://twitter.com/Anjukumarmma/status/1557986625493561344/video/1
[19] https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2022
[14] http://outbreaknewstoday.com/mexico-malaria-outbreak-reported-in-oaxaca-37606/
[14] https://www.who.int/news/item/08-12-2022-despite-continued-impact-of-covid-19--malaria-cases-and-deaths-remained-stable-in-2021
[13] https://elpais.com/planeta-futuro/2022-12-27/un-super-mosquito-invasor-introduce-la-malaria-en-urbes-africanas.html?ssm=TW_CC
[12] https://borkena.com/2022/12/28/malaria-ethiopian-scientists-and-team-report-a-breakthrough-fight-against-malaria/
[12] https://allafrica.com/stories/202301070020.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Aaans%3Aabkwtb
[11] https://www.cell.com/trends/parasitology/current
[11] https://www.weforum.org/agenda/2022/12/countries-managed-malaria-threats-2021-global-health
[10] https://www.telegraph.co.uk/global-health/science-and-disease/why-malaria-parasite-may-getting-tougher-time/

Top URLs in Tweet in G1:
[14] https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2022
[11] https://www.weforum.org/agenda/2022/12/countries-managed-malaria-threats-2021-global-health
[9] https://www.who.int/news/item/08-12-2022-despite-continued-impact-of-covid-19--malaria-cases-and-deaths-remained-stable-in-2021
[7] https://www.who.int/publications/i/item/9789240064898
[6] https://www.telegraph.co.uk/global-health/science-and-disease/why-malaria-parasite-may-getting-tougher-time/
[6] 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
[6] https://express.adobe.com/page/seO2HwMj7tOs7/
[6] https://www.thehindubusinessline.com/multimedia/audio/listen-how-close-are-we-to-a-malaria-vaccine/article66242446.ece
[4] https://globalfund.exposure.co/krystals-fight-surviving-malaria-as-a-child-to-combat-the-disease-every-day-as-a-scientist
[4] http://www.mesamalaria.org/opportunities

Top URLs in Tweet in G2:
[1] https://twitter.com/MehneMuh/status/1608012592412246017/video/1
[1] https://mastodon.social/@hhoeppe/109590487625794774
[1] https://twitter.com/hhoeppe/status/1608458423401676802/video/1
[1] https://de.wikipedia.org/wiki/Endemie
[1] https://www.badische-zeitung.de/malaria-am-rhein-auch-in-deutschland-wuetete-die-seuche
[1] https://twitter.com/sbamueller/status/1607667227175669760/photo/1

Top URLs in Tweet in G3:
[9] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[8] https://quild.net/de/malaria-quild/
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-04343-7
[5] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[5] https://www.lastampa.it/salute/dossier/vaccini/2022/12/28/news/vaccino_malaria-380219860/
[5] https://quild.net/malaria-quild/
[4] https://twitter.com/mntvhn/status/1605278987869118465/photo/1
[4] https://twitter.com/saludportuguesa/status/1602397958422597669/photo/1
[4] https://twitter.com/SeremiSalud_I/status/1602407726130335745/photo/1
[4] https://twitter.com/dinkescapilntt/status/1605365584916774912/photo/1

Top URLs in Tweet in G4:
[2] https://twitter.com/MedAccessUK/status/1600838754251395072
[2] https://twitter.com/endmalaria/status/1600810016839458817
[2] https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2022
[1] https://twitter.com/tham_lab/status/1602840075456258048/photo/1
[1] https://twitter.com/tham_lab/status/1606040971124232192/photo/1
[1] https://portlandpress.com/biochemj/article/479/24/2529/232274/Nanobodies-against-Pfs230-block-Plasmodium
[1] https://twitter.com/trevormundel/status/1601252454988849152/photo/1
[1] https://open.spotify.com/episode/1ZjDbrluJcOCXUtSPC7OIt?si=aW2PnjyOThyU9ZYs333DBQ
[1] https://twitter.com/Rotary/status/1603836195825385481/photo/1
[1] https://www.youtube.com/watch?v=cDLVNmNwu8E


Top URLs in Tweet in G5:
[5] https://www.iddo.org/news/join-us-3-february-webinar-radical-cure-vivax-malaria-can-we-do-better
[4] http://www.sciencedirect.com/science?_ob=GatewayURL&_origin=AUTHORALERT&_method=citationSearch&_piikey=S1471492222002793&_version=1&md5=4e21b8df5247ddc9306514c4a4a27480
[4] https://www.wwarn.org/news/news-articles/meta-analysis-informed-updated-who-guidelines-treatment-uncomplicated-malaria
[4] https://mailchi.mp/wwarn/m2burxh9a3
[4] https://twitter.com/UPEndMalaria/status/1602918238878588934/photo/1
[4] https://twitter.com/GroupMappers/status/1604735845076197377/photo/1
[2] https://mailchi.mp/6d4350ee7857/2022-december-newsletter
[2] https://www.malariaworld.org/events/watch-the-ihi-masterclass-the-rise-and-fall-of-medical-entomology-reflections-from-africa-asia-and-the-americas
[2] https://www.geef.nl/en/donate?project=5122&backLink=https://www.geef.nl/nl/project/malariaworld-1/info
[2] https://www.wwarn.org/malaria-pregnancy-library

Top URLs in Tweet in G6:
[8] https://www.cell.com/trends/parasitology/current
[3] https://twitter.com/AndrewmitchMP/status/1601249076145594368/photo/1
[3] http://www.jvbd.org//text.asp?2022/59/3/193/345177
[3] https://www.nature.com/articles/d41586-022-04167-5
[3] https://twitter.com/bloodSparasites/status/1600696700997611520/photo/1
[3] https://resjournals.onlinelibrary.wiley.com/doi/10.1111/mve.12622
[2] https://www.gavi.org/vaccineswork/battling-cow-pox-ethiopia-embarks-unprecedented-livestock-vaccine-drive
[2] https://www.gavi.org/vaccineswork/excitement-builds-malawi-malaria-vaccine-launch
[2] https://www.telegraph.co.uk/global-health/science-and-disease/why-malaria-parasite-may-getting-tougher-time/
[2] https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2022

Top URLs in Tweet in G7:
[4] https://twitter.com/UNICEFSudan/status/1606579122268164098/photo/1
[4] https://twitter.com/MandeepOBrien/status/1605890127305351169/photo/1
[2] https://www.aerzte-ohne-grenzen.de/unsere-arbeit/blog/sierra-leone-tonkolili-malaria?utm_source=msf.de&utm_medium=shortener&zat
[2] https://twitter.com/PRC_official/status/1602228535623573506/photo/1
[2] https://twitter.com/PRC_official/status/1607998314691104768/photo/1
[1] https://twitter.com/WHOAFRO/status/1602652301084205057/photo/1
[1] https://twitter.com/WHOAFRO/status/1601849528889532416/photo/1
[1] https://twitter.com/WHOAFRO/status/1604114736324509697/photo/1
[1] https://twitter.com/WHOAFRO/status/1602650020947398657/photo/1
[1] https://www.who.int/news/item/08-12-2022-despite-continued-impact-of-covid-19--malaria-cases-and-deaths-remained-stable-in-2021

Top URLs in Tweet in G8:
[4] https://twitter.com/Fredros_Inc/status/1611863350354542592/photo/1
[3] https://twitter.com/Chemonics/status/1608447972672507906/photo/1
[3] https://twitter.com/USAIDTanzania/status/1605801272233275392/photo/1
[2] https://twitter.com/Fredros_Inc/status/1604481080660205568/photo/1
[2] https://www.mmv.org/call-prof-ogobara-k-doumbo-fellowship
[2] https://twitter.com/MARCAD7/status/1605638364622831618/photo/1
[2] https://lamalaria.com/
[2] https://lamalaria.com/noticias/que-paises-podrian-vencer-a-la-malaria-en-los-proximos-anos/
[2] https://twitter.com/Chemonics/status/1607783625126281217/photo/1
[2] https://www.path.org/articles/path-malaria-2022-in-photos/

Top URLs in Tweet in G9:
[4] https://twitter.com/eannaso/status/1601112900512657412/photo/1
[4] https://twitter.com/eannaso/status/1601107616050348034/photo/1
[2] https://www.scidev.net/global/news/smartphone-operated-tool-uses-light-beam-to-detect-malaria/
[2] https://twitter.com/CS4MEglobal/status/1602996833206251522/photo/1
[2] https://twitter.com/CS4MEglobal/status/1602956202341711872/photo/1
[2] https://twitter.com/Reachoutreo/status/1608974436388208640/photo/1
[2] https://twitter.com/reachoutdev1/status/1604413490449743872/photo/1
[1] https://twitter.com/acb4gf/status/1602622808231759872/photo/1
[1] https://www.who.int/news/item/08-12-2022-despite-continued-impact-of-covid-19--malaria-cases-and-deaths-remained-stable-in-2021
[1] https://twitter.com/NMSAR_Rwanda/status/1602686888485208064/photo/1

Top URLs in Tweet in G10:
[10] https://medicalxpress.com/news/2022-12-life-saving-malaria.html
[9] https://doi.org/10.1093/PNASNEXUS/PGAC272
[9] https://doi.org/10.1021/ACSINFECDIS.2C00336
[3] https://stories.uq.edu.au/news/2022/life-saving-light-beam-to-detect-malaria/index.html
[2] https://medicalxpress.com/news/2023-01-three-dose-malaria-vaccine-safety-efficacy.html
[2] https://www.scidev.net/asia-pacific/news/smartphone-operated-tool-uses-light-beam-to-detect-malaria/
[2] https://phys.org/news/2022-12-single-chain-polymer-nanoparticles-malaria.html
[2] https://twitter.com/MSF_Pakistan/status/1605090481842655232/video/1
[1] https://scitechdaily.com/mrna-vaccines-offer-one-two-punch-to-combat-malaria-could-help-save-millions-of-lives/?utm_source=dlvr.it&utm_medium=twitter
[1] https://phys.org/news/2022-12-single-chain-polymer-nanoparticles-malaria.html?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[1229] twitter.com
[56] who.int
[55] youtube.com
[48] nih.gov
[31] nature.com
[23] sciencedirect.com
[23] mesamalaria.org
[22] elpais.com
[22] doi.org
[19] outbreaknewstoday.com

Top Domains in Tweet in G1:
[289] twitter.com
[38] who.int
[23] mesamalaria.org
[11] isglobal.org
[11] weforum.org
[10] youtube.com
[9] bohemiaconsortium.org
[8] mmv.org
[8] thehindubusinessline.com
[7] co.uk

Top Domains in Tweet in G2:
[3] twitter.com
[1] mastodon.social
[1] wikipedia.org
[1] badische-zeitung.de

Top Domains in Tweet in G3:
[198] twitter.com
[13] quild.net
[11] nih.gov
[9] amazon.de
[8] amazon.com
[7] youtube.com
[7] blogspot.com
[6] co.uk
[5] nature.com
[5] lastampa.it

Top Domains in Tweet in G4:
[17] twitter.com
[2] who.int
[1] portlandpress.com
[1] spotify.com
[1] youtube.com
[1] rotary.org
[1] harvard.edu

Top Domains in Tweet in G5:
[58] twitter.com
[11] malariaworld.org
[8] wwarn.org
[7] sciencedirect.com
[6] mailchi.mp
[6] iddo.org
[4] edu.au
[4] thelancet.com
[3] nature.com
[2] geef.nl

Top Domains in Tweet in G6:
[31] nih.gov
[24] twitter.com
[9] cell.com
[9] jvbd.org
[6] gavi.org
[6] nature.com
[5] sciencedirect.com
[3] mdpi.com
[3] biomedcentral.com
[3] wiley.com

Top Domains in Tweet in G7:
[23] twitter.com
[2] who.int
[2] aerzte-ohne-grenzen.de
[1] un.org
[1] unicef.org
[1] nih.gov
[1] facebook.com
[1] adphealth.org

Top Domains in Tweet in G8:
[39] twitter.com
[14] lamalaria.com
[5] abtassociates.com
[2] mmv.org
[2] path.org
[1] nature.com
[1] fundacionio.com
[1] gob.es
[1] youtube.com
[1] mailchi.mp

Top Domains in Tweet in G9:
[43] twitter.com
[2] who.int
[2] scidev.net
[2] unaids.org
[1] cs4me.org
[1] exemplars.health

Top Domains in Tweet in G10:
[22] twitter.com
[20] doi.org
[16] medicalxpress.com
[4] scidev.net
[3] phys.org
[3] edu.au
[1] scitechdaily.com
[1] scim.ag
[1] science.org
[1] shorturl.at

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4052] malaria
[423] hiv
[159] worldmalariareport
[153] dengue
[121] tuberculosis
[121] covid19
[100] endmalaria
[99] africa
[98] plasmodium
[92] tb



Top Hashtags in Tweet in G1:
[893] malaria
[138] worldmalariareport
[54] endmalaria
[38] tb
[37] covid19
[32] hiv
[26] tuberculosis
[25] globalhealth
[23] zeromalaria
[23] climatechange

Top Hashtags in Tweet in G2:
[362] malaria
[306] hiv
[54] endemisch
[4] covid_19
[3] covidisnotover
[1] corona
[1] longcovid

Top Hashtags in Tweet in G3:
[434] malaria
[31] dengue
[26] health
[17] biontech
[16] covid19
[14] mosquito
[12] fever
[11] mrna
[11] survey
[10] hiv

Top Hashtags in Tweet in G4:
[217] malaria
[18] rotary
[10] worldmalariareport
[4] endmalaria
[2] job
[2] drugs
[2] vaccines
[2] crystal34
[1] wehi_insectary
[1] podcast

Top Hashtags in Tweet in G5:
[243] malaria
[72] postdoc
[10] plasmodium
[7] womeninstem
[6] casoclinico
[6] marruecos
[6] costademarfil
[6] vivax
[6] endmalaria
[6] research

Top Hashtags in Tweet in G6:
[259] malaria
[63] plasmodium
[20] anopheles
[18] covid19
[18] sarscov2
[13] coronavirus
[12] parasites
[12] globalhealth
[10] africa
[9] epidemiology

Top Hashtags in Tweet in G7:
[159] malaria
[22] africa
[15] southsudan
[13] healthworkers
[9] children
[8] sudan
[8] sierraleone
[3] tb
[2] nichd
[2] dengue

Top Hashtags in Tweet in G8:
[116] malaria
[12] hiv
[11] tanzania
[6] globalhealth
[5] anopheles
[5] prevención
[5] tb
[4] visofarma
[3] salud
[3] vacunación

Top Hashtags in Tweet in G9:
[70] malaria
[39] hiv
[33] tuberculosis
[18] chvs
[14] malariatreatment
[12] partnerships
[12] partners
[7] zanzibar
[6] tb
[6] mosquitonets

Top Hashtags in Tweet in G10:
[79] malaria
[17] vaccine
[12] northsindh
[11] nanoparticles
[11] uq
[4] mrna
[4] uae
[2] nets
[2] globalhealth
[2] easternbalochistan

Top Words
Top Words in Tweet in Entire Graph:
[4065] #malaria
[1059] malaria
[532] क
[479] य
[468] more
[435] त
[423] #hiv
[404] million
[365] endemisch
[348] against

Top Words in Tweet in G1:
[894] #malaria
[290] malaria
[139] more
[138] #worldmalariareport
[121] global
[114] 2021
[105] health
[100] mesamalaria
[100] report
[97] year

Top Words in Tweet in G2:
[362] #malaria
[355] endemisch
[310] hhoeppe
[306] einfache
[306] sowas
[306] recht
[306] fakten
[306] indem
[306] mann
[306] ausspricht

Top Words in Tweet in G3:
[434] #malaria
[151] malaria
[80] क
[64] take
[62] pill
[51] र
[50] य
[46] त
[41] म
[35] स

Top Words in Tweet in G4:
[228] #malaria
[209] gatesfoundation
[162] access
[158] against
[157] major
[152] fight
[151] more
[151] tool
[150] powerful
[150] milestone

Top Words in Tweet in G5:
[243] #malaria
[88] malaria
[81] first
[77] 2023
[73] looking
[72] submitting
[72] soon
[72] perfect
[72] experience
[72] #postdoc

Top Words in Tweet in G6:
[259] #malaria
[63] #plasmodium
[52] bloodsparasites
[42] malaria
[37] africa
[36] gavi
[36] parasite
[34] vaccine
[29] deputy
[29] pubmed

Top Words in Tweet in G7:
[159] #malaria
[75] cases
[63] deaths
[58] world
[55] 2021
[51] malaria
[43] year
[41] drtedros
[39] whoafro
[35] continued

Top Words in Tweet in G8:
[116] #malaria
[31] malaria
[23] fredros_inc
[22] control
[19] lamalariablog
[16] project
[16] gene
[13] pmivectorlink
[13] such
[13] technologies

Top Words in Tweet in G9:
[70] #malaria
[45] community
[43] eannaso
[39] #hiv
[33] #tuberculosis
[33] health
[27] effective
[25] eradicating
[25] access
[25] barriers

Top Words in Tweet in G10:
[79] #malaria
[28] malaria
[22] shows
[22] uq_news
[21] medical_xpress
[17] against
[17] #vaccine
[16] detect
[15] sciencetm
[15] battle

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[331] #hiv,#malaria
[308] #malaria,endemisch
[307] recht,indem
[307] fakten,ausspricht
[307] einfache,fakten
[307] sowas,recht
[307] ausspricht,#hiv
[307] mann,sowas
[307] indem,einfache
[302] endemisch,rechtfertigt

Top Word Pairs in Tweet in G1:
[68] #malaria,cases
[41] global,efforts
[38] fight,against
[38] #malaria,control
[30] mesamalaria,#malaria
[28] #malaria,elimination
[26] funding,model
[26] globalfund,funding
[25] 95,#malaria
[23] world,malaria

Top Word Pairs in Tweet in G2:
[306] fakten,ausspricht
[306] indem,einfache
[306] ausspricht,#hiv
[306] recht,indem
[306] mann,sowas
[306] #hiv,#malaria
[306] sowas,recht
[306] einfache,fakten
[305] #malaria,endemisch
[301] endemisch,rechtfertigt

Top Word Pairs in Tweet in G3:
[63] take,#malaria
[62] #malaria,pill
[31] forget,take
[31] pill,hope
[31] remember,take
[23] र,य
[18] छत,त
[18] त,सगढ
[18] क,त
[17] मल,र

Top Word Pairs in Tweet in G4:
[151] fight,against
[151] against,#malaria
[150] millions,more
[150] people,access
[150] access,powerful
[150] powerful,tool
[150] milestone,fight
[150] #malaria,millions
[150] more,people
[150] major,milestone

Top Word Pairs in Tweet in G5:
[72] soon,looking
[72] looking,perfect
[72] #postdoc,2023
[72] submitting,thesis
[72] first,#postdoc
[72] #malaria,serosurveillance
[72] perfect,first
[72] experience,#malaria
[72] 2023,experience
[72] thesis,soon

Top Word Pairs in Tweet in G6:
[30] #malaria,vaccine
[29] deputy,director
[29] first,#malaria
[25] kills,three
[25] three,people
[25] #malaria,kills
[23] day,accounts
[23] admissions,upcoming
[23] hospital,admissions
[23] people,malawi

Top Word Pairs in Tweet in G7:
[45] #malaria,cases
[33] cases,deaths
[33] deaths,remained
[33] 19,#malaria
[33] impact,covid
[33] covid,19
[33] remained,stable
[31] ungeneva,despite
[30] decreased,2021
[30] shows,malaria

Top Word Pairs in Tweet in G8:
[12] african,conversations
[10] conversations,program
[9] transformative,technologies
[9] technologies,such
[9] #malaria,african
[9] case,transformative
[9] drives,control
[9] such,gene
[9] control,#malaria
[9] medidas,preventivas

Top Word Pairs in Tweet in G9:
[25] access,effective
[25] barriers,access
[18] community,groups
[17] #chvs,facilitate
[17] facilitate,health
[17] health,dialogues
[17] dialogues,improve
[15] #tuberculosis,#malaria
[15] breaking,barriers
[15] #malaria,#tuberculosis

Top Word Pairs in Tweet in G10:
[14] #vaccine,shows
[14] west,african
[14] safety,efficacy
[14] african,adults
[14] shows,safety
[14] battle,against
[14] chain,polymer
[14] adults,ummedschool
[14] ummedschool,sciencetm
[14] #malaria,#vaccine

Top Replied-To
Top Replied-To in Entire Graph:
@who
@dhernandezlarez
@asiadengue
@mfda94011943
@gatesfoundation
@redefiningaw
@upgovt
@calvintheicon
@tatatrusts
@cbsnews

Top Replied-To in G1:
@drtedros
@gatesfoundation
@novartis
@ckarema
@pmigov
@malarianomore
@un
@m2mtweets

Top Replied-To in G4:
@alisonfarley14
@ethangbaus

Top Replied-To in G5:
@mfda94011943
@menziesresearch
@devinefy

Top Replied-To in G7:
@who

Top Replied-To in G8:
@abtassociates
@usaidtanzania

Top Replied-To in G9:
@impsanteafrique
@senoocecilia

Top Mentioned
Top Mentioned in Entire Graph:
@who
@hhoeppe
@gatesfoundation
@mesamalaria
@globalfund
@chhattisgarhcmo
@merrynroe
@endmalaria
@gvmc_visakha
@isglobalorg

Top Mentioned in G1:
@who
@mesamalaria
@globalfund
@endmalaria
@medsformalaria
@isglobalorg
@targetmalaria
@theglobalfight
@ckarema
@zeromalaria

Top Mentioned in G2:
@hhoeppe
@sbamueller
@systemnutte
@marcobuschmann

Top Mentioned in G3:
@antennafound
@addfieldltd
@revistarumbo
@bloompubhealth
@nutanpress

Top Mentioned in G4:
@gatesfoundation
@philipwelkhoff
@tham_lab
@rotary
@wehi_research
@who
@chiananadou
@crystal_scanz
@latrobebendigo

Top Mentioned in G5:
@merrynroe
@wwarn
@morubkk
@who
@iddonews
@nhmrc
@paulcdjo
@malariaworld
@bipinadhikar
@devinefy

Top Mentioned in G6:
@bloodsparasites
@gavi
@palonsomalaria
@moetitshidi
@noorabdisalan
@kate_l_obrien
@esteetorok
@trendsparasitol

Top Mentioned in G7:
@drtedros
@whoafro
@who
@ungeneva
@mandeepobrien
@pahowho
@unicefssudan
@unicefsudan
@msf_de
@prc_official

Top Mentioned in G8:
@fredros_inc
@lamalariablog
@pmivectorlink
@usaid
@pmigov
@chemonics
@drdavidwalton
@cdctanzania
@isglobalorg
@ifakarahealth

Top Mentioned in G9:
@eannaso
@reachoutdev1
@reachoutreo
@globalfund
@cs4meglobal
@nmsar_rwanda
@stoptb
@ef_linitiative
@herocameroon
@unaids

Top Mentioned in G10:
@uq_news
@medical_xpress
@sciencetm
@ummedschool
@msf_pakistan
@msf
@physorg_com
@pnasnexus
@utwente
@acsbiomed

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@telesurtv
@geoffrey_payne
@zolangegonzalez
@alcinodoliveira
@sergeyusatchev
@bob_stinson1234
@vonrosenchild
@alicate13
@seriousspidey

Top Tweeters in G1:
@bob_stinson1234
@cblazblaz
@anas_erindra
@lesechos
@magarya
@lugwaja
@rfi
@msep0003
@timg33
@tymvirginia

Top Tweeters in G2:
@samljpage
@andy_christophi
@martingaedt
@fritzquincke
@weltraum_rob
@martinremains
@captorwell
@musicandscifi
@rembrandt1405
@ekliesspies

Top Tweeters in G3:
@jpnncom
@correodelcaroni
@ians_india
@peninsulaqatar
@chabis_ch
@abntelugutv
@3mausimhaus
@_tosin
@travelcomments
@chaskidigital

Top Tweeters in G4:
@seriousspidey
@gherardimauro1
@channelnewsasia
@lorion
@duke_unreal
@virboy21
@venkat_mbks
@gulfama94244515
@calzole
@candidate7153

Top Tweeters in G5:
@geoffrey_payne
@ml_tweet_bot
@imagine_garden
@lelhulagirl101
@barbvee
@fetskatze
@neoprogressive1
@healthcareglob1
@aimeevaleur
@gmopundit

Top Tweeters in G6:
@markplackett1
@sarah07909750
@cnn
@zimrirosas
@afalsaleh_al
@carolynfahm
@fernandfilback
@rosettaceesay
@infectiousdz
@behavecolpapers

Top Tweeters in G7:
@suekhi
@remirol1956
@uncleprober
@evelynspring8
@merryhay1
@monitor_ph
@allanmzalendo
@milash_weldu_
@sherrilyn59
@junub_bot

Top Tweeters in G8:
@lluis1966
@doctorsimon2
@lugamboblog
@marruecoscom
@tanzaniart
@a_opondo
@drweyoms
@govconwire
@danncita
@thelotusmonkey

Top Tweeters in G9:
@besquady
@tam_cedrick
@petit_ecolier
@etoupejean
@borisfenopeh
@unaids
@black_bakweri
@stoptb
@deidoboy1103
@rwandahealth

Top Tweeters in G10:
@physorg_health
@np_grwl
@qualityisarul3
@enerphyschem
@trubbellatmill
@bjeaglefeather
@physorg_com
@miljanbojo
@mgupt108
@vincentmenezes


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