#malaria, Twitter, 9/6/2021 5:47:32 AM, 261257


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#malaria_2021-09-05_20-43-02.xlsx
#malaria_2021-09-05_20-43-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2021
Short Description:
#malaria via NodeXL https://bit.ly/38KN5vO
@lshtm
@whoafro
@isglobalorg
@who
@fredros_inc
@mentor_hq
@hanniepower
@globalvectorhub
@malarianomoreuk
@nejm

Top hashtags:
#malaria
#dengue
#covid19
#biontech
#globalhealth
#mosquitoes
#mrna
#endmalaria
#hiv
#plasmodium

Description:
Description
The graph represents a network of 2,963 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, 06 September 2021 at 03:49 UTC.

The requested start date was Monday, 06 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, 10-hour, 31-minute period from Monday, 23 August 2021 at 01:29 UTC to Sunday, 05 September 2021 at 12:00 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 : 2963
Unique Edges : 1785
Edges With Duplicates : 5385
Total Edges : 7170
Number of Edge Types : 5
MentionsInRetweet : 2948
Mentions : 1099
Retweet : 2276
Tweet : 773
Replies to : 74
Self-Loops : 800
Reciprocated Vertex Pair Ratio : 0.0333993772997453
Reciprocated Edge Ratio : 0.0646398247055601
Connected Components : 457
Single-Vertex Connected Components : 267
Maximum Vertices in a Connected Component : 1655
Maximum Edges in a Connected Component : 4884
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.279558
Graph Density : 0.000416001720977813
Modularity : 0.473733
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 2,963 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, 06 September 2021 at 03:49 UTC.

The requested start date was Monday, 06 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, 10-hour, 31-minute period from Monday, 23 August 2021 at 01:29 UTC to Sunday, 05 September 2021 at 12:00 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:
[32] https://www.amazon.com/dp/B09B3DCNXK/ref=cm_sw_r_tw_dp_R3GWE60M0Y89ZKSCJ7GE
[28] https://www.imolaoggi.it/2021/08/28/altro-caso-di-malaria-a-sassari/
[21] https://www.bbc.com/news/health-58332169
[20] https://theconversation.com/genetically-changed-mosquitoes-could-transform-africas-long-fight-against-malaria-166514?utm_source=twitter&utm_medium=bylinetwitterbutton
[18] http://bitly.ws/?redirect=gexP
[17] https://www.theguardian.com/global-development/2021/aug/26/malaria-trial-shows-striking-70-reduction-in-severe-illness-in-children
[14] https://allafrica.com/view/group/main/main/id/00079388.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Agroup%3Aabkwtb
[14] https://www.theguardian.com/global-development/2021/aug/26/malaria-trial-shows-striking-70-reduction-in-severe-illness-in-children?CMP=Share_iOSApp_Other
[13] https://www.msf.org/controlling-mosquitoes-prevent-malaria-venezuela
[11] https://www.ucanews.com/news/caritas-pakistan-launches-disease-awareness-drive/93974

Top URLs in Tweet in G1:
[20] https://theconversation.com/genetically-changed-mosquitoes-could-transform-africas-long-fight-against-malaria-166514?utm_source=twitter&utm_medium=bylinetwitterbutton
[13] https://www.bbc.com/news/health-58332169
[9] https://www.gatesnotes.com/Health/How-to-fight-malaria-during-a-pandemic
[7] https://www.theguardian.com/global-development/2021/aug/26/malaria-trial-shows-striking-70-reduction-in-severe-illness-in-children
[6] https://rethinkingmalaria.org
[5] https://www.isglobal.org/en/healthisglobal/-/custom-blog-portlet/la-asombrosa-biologia-del-mosquito-de-la-malaria/5620053/13101
[5] https://us02web.zoom.us/webinar/register/WN_q7xszS6ATDyWDyFPuu05Uw
[5] https://vuliwear.com/eyewear/
[4] https://www.nejm.org/doi/full/10.1056/NEJMoa2026330?cookieSet=1
[3] https://phys.org/news/2021-08-microbe-discovery-halt-malaria-transmission.html

Top URLs in Tweet in G2:
[9] https://furtherafrica.com/2021/08/30/biontech-eyes-rwanda-senegal-for-malaria-tuberculosis-vaccine-production/
[7] https://www.theguardian.com/global-development/2021/aug/26/malaria-trial-shows-striking-70-reduction-in-severe-illness-in-children
[5] https://api.whatsapp.com/send?phone=&text=&source=&data=
[5] https://www.bbc.co.uk/news/health-58332169
[5] https://lalitatimes.com/amazing-health-benefits-ajwain-carom-seeds-ayurveda/
[5] https://www.ucanews.com/news/caritas-pakistan-launches-disease-awareness-drive/93974
[4] https://twitter.com/CNBCJulianna/status/1430096864838291458
[3] https://www.bbc.com/news/health-58332169
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa2026330?cookieSet=1
[3] https://www.blossomscare.in/

Top URLs in Tweet in G3:
[3] https://www.purdue.edu/newsroom/releases/2021/Q3/malaria-treatment-shown-to-be-100-effective-in-phase-2-trial.html#.YS7W_Y0sjLU.twitter
[2] https://www.lshtm.ac.uk/newsevents/news/2021/severe-malaria-among-young-african-children-dramatically-reduced-through?utm_source=social&utm_medium=twitter&utm_campaign=Severe+malaria+among+young+African+children+dramatically+reduced+through+seasonal+vaccination+and+preventative+drug+combination
[2] https://medicalxpress.com/news/2021-08-malaria-treatment-shown-effective-phase.html?utm_source=nwletter&utm_medium=email&utm_campaign=daily-nwletter
[2] http://aqsens.com/where-theres-a-will-theres-a-way-aqsens-health-and-the-nmimrs-collaboration-in-full-speed/
[1] https://www.lshtm.ac.uk/newsevents/news/2021/malaria-and-dengue-predicted-affect-billions-more-people-if-global-warming#utm_source=Social
[1] media&utm_medium=Twitter&utm_campaign=Malaria
[1] and
[1] dengue
[1] predicted
[1] to

Top URLs in Tweet in G4:
[2] https://twitter.com/WHOAFRO/status/1430849018423296002
[2] https://www.businesslive.co.za/bt/business-and-economy/2021-08-29-covid-vax-maker-eyes-malaria-tb/
[1] https://www.lshtm.ac.uk/newsevents/news/2021/severe-malaria-among-young-african-children-dramatically-reduced-through
[1] https://www.telegraph.co.uk/global-health/science-and-disease/drug-vaccine-combo-could-cut-child-malaria-deaths-70-per-cent/
[1] https://www.reuters.com/world/africa/biontech-eyes-rwanda-senegal-malaria-tuberculosis-vaccine-production-2021-08-27/
[1] https://www.who.int/news/item/30-06-2021-from-30-million-cases-to-zero-china-is-certified-malaria-free-by-who
[1] https://bmcmedicine.biomedcentral.com/articles/10.1186/s12916-021-02033-1
[1] https://bmcmedicine.biomedcentral.com/articles/10.1186/s12916-021-02061-x

Top URLs in Tweet in G5:
[15] http://bitly.ws/?redirect=gexP
[4] http://bitly.ws/?redirect=geBt
[2] https://womeninmalaria.weebly.com/women-in-malaria.html
[1] https://www.pnas.org/content/118/35/e2100514118
[1] http://bitly.ws/?redirect=geBe
[1] http://bitly.ws/?redirect=geBn
[1] https://www.nature.com/articles/s41598-019-44125-2
[1] http://bitly.ws/?redirect=getg
[1] https://manuelarunge.github.io//
[1] http://bitly.ws/?redirect=gesP

Top URLs in Tweet in G7:
[3] https://childrenshealthdefense.org/news/the-bill-gates-effect-whos-dtp-vaccine-kills-more-children-in-africa-than-the-diseases-it-targets/
[3] https://www.bbc.com/news/health-58332169
[2] https://www.fastcompany.com/90664781/after-making-the-first-covid-vaccine-biontech-is-taking-on-malaria?partner=feedburner&utm_source=feedburner&utm_medium=feed&utm_campaign=feedburner+fastcompany&utm_content=feedburner&cid=eem524:524:s00:08/12/2021_fc&utm_source=newsletter&utm_medium=Compass&utm_campaign=eem524:524:s00:08/12/2021_fc
[2] https://www.gatesnotes.com/Health/How-to-fight-malaria-during-a-pandemic
[2] https://www.gatesfoundation.org/ideas/articles/malaria-treatment-china-history-for-africa?utm_source=to&utm_medium=em&utm_campaign=wc&utm_term=lgc
[1] https://www.who.int/news/item/30-06-2021-from-30-million-cases-to-zero-china-is-certified-malaria-free-by-who
[1] https://cendigitalmagazine.acs.org/2021/08/17/a-new-powerful-malaria-vaccine-may-be-on-the-horizon-2/content.html?utm_email+=2492D5E565F2543B1553F4405F
[1] https://www.youtube.com/watch?v=OvC4uSYprU8&feature=youtu.be

[1] https://mtr.cool:443/bnyrupvfck
[1] https://lamalaria.com/formacion/que-es-la-malaria-cerebral/

Top URLs in Tweet in G8:
[1] https://twitter.com/indiatoday/status/1433736482297024518
[1] https://www.youtube.com/watch?v=ZOuxvGeB1TM&feature=youtu.be

[1] https://hindi.moneycontrol.com/news/country/malaria-and-dengue-threat-increased-between-covid-19-how-to-differentiate-symptoms-of-all-three-diseases_279593.html
[1] http://epaper.deccanchronicle.com/articledetailpage.aspx?id=15360070
[1] https://twitter.com/ashishc_arch/status/1405752843689103364
[1] https://twitter.com/ashishc_arch/status/1429658336564158466

Top URLs in Tweet in G9:
[12] https://www.msf.org/controlling-mosquitoes-prevent-malaria-venezuela
[6] https://www.meraindia.org.in/lecture-series
[1] https://parasitesandvectors.biomedcentral.com/articles/10.1186/s13071-021-04964-3?utm_source=dlvr.it&utm_medium=twitter
[1] https://pubmed.ncbi.nlm.nih.gov/34413459/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20210821205108&v=2.14.5
[1] https://pubmed.ncbi.nlm.nih.gov/34413434/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20210822024903&v=2.14.5
[1] https://www.sciencedirect.com/science/article/pii/S0001706X21002941?dgcid=rss_sd_all&utm_source=dlvr.it&utm_medium=twitter
[1] https://pubmed.ncbi.nlm.nih.gov/34445999/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20210830033141&v=2.14.5
[1] https://pubmed.ncbi.nlm.nih.gov/34453537/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20210830215736&v=2.14.5
[1] https://pubmed.ncbi.nlm.nih.gov/34453535/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20210831035633&v=2.14.5
[1] https://pubmed.ncbi.nlm.nih.gov/34460304/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20210901034922&v=2.14.5

Top URLs in Tweet in G10:
[10] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900491-6%2Ffulltext&rc=0
[3] https://rethinkingmalaria.org/
[3] https://www.youtube.com/watch?v=7C5OIjBOgGI&feature=youtu.be

[1] https://www.youtube.com/watch?v=Ds5HRYjEjsQ&feature=youtu.be

[1] https://www.nejm.org/doi/full/10.1056/NEJMoa2026330?cookieSet=1
[1] https://science.sciencemag.org/content/373/6557/926
[1] https://parasitesandvectors.biomedcentral.com/articles/10.1186/s13071-021-04964-3
[1] https://global.oup.com/academic/product/the-great-health-dilemma-9780198853824?q=dye,%20christopher&lang=en&cc=fr

Top Domains
Top Domains in Tweet in Entire Graph:
[106] twitter.com
[36] amazon.com
[33] theguardian.com
[28] co.uk
[28] imolaoggi.it
[26] youtube.com
[26] theconversation.com
[26] bitly.ws
[22] bbc.com
[18] nejm.org

Top Domains in Tweet in G1:
[26] theconversation.com
[26] twitter.com
[13] bbc.com
[11] gatesnotes.com
[11] isglobal.org
[9] mesamalaria.org
[9] rethinkingmalaria.org
[8] theguardian.com
[8] nejm.org
[8] zoom.us

Top Domains in Tweet in G2:
[27] twitter.com
[11] theguardian.com
[9] co.uk
[9] furtherafrica.com
[7] linkedin.com
[6] blogspot.com
[5] whatsapp.com
[5] lalitatimes.com
[5] ucanews.com
[4] co.in

Top Domains in Tweet in G3:
[4] twitter.com
[3] ac.uk
[3] nejm.org
[3] purdue.edu
[2] co.uk
[2] medicalxpress.com
[2] aqsens.com
[1] nature.com
[1] path.org
[1] medscape.com

Top Domains in Tweet in G4:
[2] twitter.com
[2] co.za
[2] biomedcentral.com
[1] ac.uk
[1] co.uk
[1] reuters.com
[1] who.int

Top Domains in Tweet in G5:
[23] bitly.ws
[3] nature.com
[2] weebly.com
[2] mdpi.com
[1] pnas.org
[1] github.io
[1] isglobal.org
[1] bbc.com
[1] twitter.com

Top Domains in Tweet in G7:
[3] childrenshealthdefense.org
[3] lamalaria.com
[3] bbc.com
[2] who.int
[2] fastcompany.com
[2] gatesnotes.com
[2] gatesfoundation.org
[2] twitter.com
[1] acs.org
[1] youtube.com

Top Domains in Tweet in G8:
[3] twitter.com
[1] youtube.com
[1] moneycontrol.com
[1] deccanchronicle.com

Top Domains in Tweet in G9:
[12] msf.org
[9] nih.gov
[7] org.in
[3] sciencedirect.com
[3] wwarn.org
[2] biomedcentral.com
[2] iddo.org
[1] jobrxiv.org
[1] theguardian.com
[1] rstmh.org

Top Domains in Tweet in G10:
[10] elsevierhealth.com
[4] youtube.com
[3] rethinkingmalaria.org
[1] nejm.org
[1] sciencemag.org
[1] biomedcentral.com
[1] oup.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2819] malaria
[260] dengue
[195] covid19
[121] biontech
[109] globalhealth
[108] mosquitoes
[103] mrna
[87] endmalaria
[75] hiv
[74] plasmodium



Top Hashtags in Tweet in G1:
[649] malaria
[48] endmalaria
[33] tb
[32] mosquito
[31] covid19
[29] dengue
[25] hiv
[20] rtss
[18] worldmosquitoday
[17] vaccine

Top Hashtags in Tweet in G2:
[317] malaria
[65] dengue
[33] covid19
[30] health
[26] vaccine
[21] mosquito
[18] africa
[17] coronavirus
[17] biontech
[16] tuberculosis

Top Hashtags in Tweet in G3:
[159] malaria
[85] globalhealth
[5] endmalaria
[5] drugrepurposing
[4] dengue
[2] vaccine
[2] who
[2] research
[2] infectiousdiseases
[2] water

Top Hashtags in Tweet in G4:
[285] malaria
[3] tb
[2] covid
[1] mesawebinars
[1] rtss
[1] tuberculosis
[1] vaccine
[1] globalhealth
[1] mortality
[1] neurologic

Top Hashtags in Tweet in G5:
[66] malaria
[51] cryoem
[51] cryoid
[33] plasmodium
[7] womeninmalaria
[6] sciart
[4] parasitology
[2] vaccine
[2] heterocyclic
[2] quinoxalines

Top Hashtags in Tweet in G6:
[92] mrna
[92] malaria
[91] biontech

Top Hashtags in Tweet in G7:
[89] malaria
[14] hemoglobin
[14] parasite
[13] worldmosquitoday
[8] vaccine
[7] who
[4] covid19
[3] stopmalaria
[3] africa
[3] ghana

Top Hashtags in Tweet in G8:
[32] malaria
[16] dengue
[13] mosquitoes
[12] itv
[12] indianewsmp
[6] 10minsat10am
[5] ghmc
[5] chikungunya
[4] worldmosquitoday
[3] typhoid

Top Hashtags in Tweet in G9:
[87] malaria
[22] venezuela
[11] plasmodium
[8] disease
[6] sciences
[6] technology
[4] covid19
[3] anopheles
[2] cryoem
[2] actatropica

Top Hashtags in Tweet in G10:
[60] malaria
[19] who
[10] 3septiembre
[7] iencuentrocientífico
[6] participantes
[6] carlosv
[6] taldíacomohoy
[6] diamundialdelmosquito
[5] onehealth
[5] covid19

Top Words
Top Words in Tweet in Entire Graph:
[2809] #malaria
[617] malaria
[401] children
[400] vaccine
[295] use
[270] more
[260] #dengue
[244] क
[233] dramatically
[215] news

Top Words in Tweet in G1:
[649] #malaria
[179] malaria
[102] fight
[88] against
[79] control
[79] fredros_inc
[62] children
[54] health
[53] more
[52] mosquitoes

Top Words in Tweet in G2:
[317] #malaria
[76] malaria
[65] #dengue
[49] क
[37] र
[35] स
[34] य
[33] #covid19
[30] #health
[28] 70

Top Words in Tweet in G3:
[159] #malaria
[148] lshtm
[122] children
[103] news
[102] exciting
[95] drug
[91] seasonal
[89] vaccination
[89] combination
[87] dramatically

Top Words in Tweet in G4:
[285] #malaria
[160] vaccine
[119] children
[118] whoafro
[117] reduced
[116] severe
[116] young
[116] dramatically
[115] science
[115] shows

Top Words in Tweet in G5:
[66] #malaria
[51] finally
[51] print
[51] story
[51] used
[51] #cryoem
[51] #cryoid
[51] determine
[51] structure
[51] native

Top Words in Tweet in G6:
[92] #mrna
[92] impfstoff
[92] gegen
[92] #malaria
[92] afrika
[92] testen
[91] blakeswort
[91] #biontech
[91] 2022
[91] bisher

Top Words in Tweet in G7:
[89] #malaria
[28] malaria
[16] use
[16] children
[16] treated
[14] icgebnewdelhi
[14] parasites
[14] #hemoglobin
[14] major
[14] nutrient

Top Words in Tweet in G8:
[34] म
[33] र
[32] #malaria
[32] क
[30] ल
[29] य
[20] ज
[20] ब
[17] स
[17] न

Top Words in Tweet in G9:
[87] #malaria
[33] mosquitoes
[26] msf
[24] malaria
[23] sucre
[22] #venezuela
[22] study
[21] trap
[19] rstmh
[18] step

Top Words in Tweet in G10:
[60] #malaria
[30] paludismolosar
[28] palonsomalaria
[22] use
[21] hemos
[20] vaccine
[19] case
[19] rts
[19] areas
[19] seasonality

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[253] #malaria,vaccine
[149] young,children
[142] #dengue,#malaria
[141] severe,#malaria
[137] children,dramatically
[137] dramatically,reduced
[130] science,shows
[130] shows,severe
[130] #malaria,death
[130] death,young

Top Word Pairs in Tweet in G1:
[61] fight,against
[55] against,#malaria
[39] #malaria,control
[28] #malaria,#dengue
[28] #tb,#malaria
[25] covid,19
[25] #malaria,vaccine
[25] die,#malaria
[25] #hiv,#tb
[25] public,health

Top Word Pairs in Tweet in G2:
[32] #dengue,#malaria
[14] र,य
[13] #malaria,#dengue
[13] ड,ग
[13] #malaria,#tuberculosis
[11] मल,र
[11] य,क
[11] #rwanda,#senegal
[10] read,more
[10] reduction,severe

Top Word Pairs in Tweet in G3:
[88] seasonal,vaccination
[88] drug,combination
[85] exciting,#globalhealth
[85] #globalhealth,news
[85] news,seasonal
[85] vaccination,preventive
[85] preventive,drug
[85] combination,dramatically
[85] dramatically,reduces
[85] reduces,#malaria

Top Word Pairs in Tweet in G4:
[153] #malaria,vaccine
[116] severe,#malaria
[115] science,shows
[115] shows,severe
[115] #malaria,death
[115] death,young
[115] young,children
[115] children,dramatically
[115] dramatically,reduced
[115] reduced,use

Top Word Pairs in Tweet in G5:
[51] finally,print
[51] print,story
[51] story,used
[51] used,#cryoem
[51] #cryoem,#cryoid
[51] #cryoid,determine
[51] determine,structure
[51] structure,native
[51] native,rhoph
[51] rhoph,complex

Top Word Pairs in Tweet in G6:
[92] #mrna,impfstoff
[92] impfstoff,gegen
[92] gegen,#malaria
[92] #malaria,afrika
[92] afrika,testen
[91] #biontech,2022
[91] 2022,#mrna
[91] testen,bisher
[91] bisher,stirbt
[91] stirbt,alle

Top Word Pairs in Tweet in G7:
[14] #malaria,parasites
[14] parasites,use
[14] use,#hemoglobin
[14] #hemoglobin,major
[14] major,nutrient
[14] nutrient,source
[14] source,survival
[14] survival,study
[14] study,reported
[14] reported,several

Top Word Pairs in Tweet in G8:
[22] र,य
[15] मल,र
[12] madhya,pradesh
[12] pradesh,ब
[12] ब,ल
[12] ल,घ
[12] घ,ट
[12] ट,म
[12] म,मल
[12] य,न

Top Word Pairs in Tweet in G9:
[20] study,mosquitoes
[16] teams,sucre
[16] sucre,state
[16] state,#venezuela
[14] #venezuela,trap
[14] trap,study
[14] design,#malaria
[13] #malaria,control
[12] mosquitoes,step
[11] msf,teams

Top Word Pairs in Tweet in G10:
[19] use,case
[19] case,rts
[19] rts,vaccine
[19] vaccine,areas
[19] areas,#malaria
[19] #malaria,seasonality
[19] seasonality,step
[19] step,closer
[19] closer,potential
[19] potential,#who

Top Replied-To
Top Replied-To in Entire Graph:
@aeyousufguda
@sanru_asbl
@who
@sanjay97odisha
@icipe
@biontech_group
@mirrorsandmaps
@mybmcwarde
@muncorpgurugram
@vanusufiyan

Top Replied-To in G1:
@sanru_asbl
@awamisammy
@nothingbutnets
@globalfund
@ghs

Top Replied-To in G4:
@yussufmwinyi
@whoafro
@moetitshidi

Top Replied-To in G6:
@blakeswort

Top Replied-To in G7:
@who
@mirrorsandmaps
@eu_health
@dwnews
@billgates
@brewahalbert

Top Replied-To in G8:
@aeyousufguda
@muncorpgurugram
@mansukhmandviya
@healthminmp
@ktrtrs
@athermoin1

Top Mentioned
Top Mentioned in Entire Graph:
@lshtm
@whoafro
@blakeswort
@fredros_inc
@mimi1inh
@globaltimesnews
@edoilustrado
@globalfund
@who
@nejm

Top Mentioned in G1:
@fredros_inc
@malarianomoreuk
@malariamustdie
@mesamalaria
@nejm
@endmalaria
@globalfund
@lshtm
@isglobalorg
@malarianomore

Top Mentioned in G2:
@newstracklive
@heilenhome
@medmastery
@abelthotechpo
@mshhealthimpact
@relacionistard
@africaninsider2
@debugliesnews
@viralvdoz

Top Mentioned in G3:
@lshtm
@pathtweets
@malariavaccine
@nejm
@icb_usp
@nmimr_ug
@agenciafapesp
@drjudystone
@aqsenshealth
@fcdoresearch

Top Mentioned in G4:
@whoafro
@moetitshidi
@paulnuki
@lshtm
@businesslivesa
@chandyjohnlab
@andrealconroy
@ghu_official
@pbangirana
@mesamalaria

Top Mentioned in G5:
@mimi1inh
@hanniepower
@parafrap
@cortesmalaria
@thoreyjonsdott1
@womeninmalaria
@eventswcs
@wiparasitology
@bparasitology
@mesamalaria

Top Mentioned in G6:
@blakeswort
@schroeder_k

Top Mentioned in G7:
@who
@icgebnewdelhi
@lamalariablog
@drtedros
@sandralako
@lshtm
@mohgovgh
@philanthropyage
@christrescues
@nhs

Top Mentioned in G8:
@mohfw_india
@healthminmp
@indianewsmp
@ktrtrs
@dr_rambabu_a
@zc_slp
@ghmconline
@gadwalvijayatrs
@drgsrao

Top Mentioned in G9:
@msf
@bloodsparasites
@rstmh
@aparnasenchaud1
@msf_venezuela
@meraindiaicmr
@microbesinfect
@mimi1inh
@whoafro
@bugbittentweets

Top Mentioned in G10:
@paludismolosar
@palonsomalaria
@peterasands
@andreaugartev1
@harvardmalaria
@sosorinoco
@lshtm
@malariamustdie
@marciacastrorj
@chris0dye

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@chidambara09
@femtech_
@rjber15
@xaelbot
@roblwilson
@zolangegonzalez
@_redfrog
@lizditz
@rosenchild

Top Tweeters in G1:
@indianexpress
@blackbiz2020
@conjja
@auntinaz
@bbcworld
@unoankh
@fchaumac_chau
@sbsnews
@1960_rani
@smithsonianmag

Top Tweeters in G2:
@owen_author
@mtvlebanonnews
@sin24horas
@zeenewsenglish
@kylejnorton
@bill_owen
@alfred996
@yespunjab
@ians_india
@girlfuturist

Top Tweeters in G3:
@jornalistavitor
@ansisegle
@nomoreslaves
@monitor_ph
@tomy2875
@drjudystone
@mojamesapted
@stitchwrites
@alain_musana
@meejahoar

Top Tweeters in G4:
@angelakorras
@fiyasturm
@africaupdates
@drumeshprabhu
@parvez1
@dakablink
@awgonnerman
@businesslivesa
@nathanngumi
@_udanyi

Top Tweeters in G5:
@sagilet
@afsynchrotron
@unimelb
@ankitsingla1990
@muskainoh1
@analioj
@hanniepower
@rob_field_lab
@naturecomms
@elenagomezdiaz

Top Tweeters in G6:
@kulturbolschewi
@wiese_r
@aurelie_gascon
@blog_reloaded
@backtopaco
@srevilo
@topfritte
@coladewe
@2herzen_wohnung
@heikehengasch

Top Tweeters in G7:
@syawal
@dwnews
@lluis1966
@julianhh2001
@ghanaleaksblog
@fillmorewhite
@waterpennyw
@who
@suresh_kumr
@bbcnewsmarathi

Top Tweeters in G8:
@uppolice
@upgovt
@mohfw_india
@swachhbharatgov
@jantantratv
@tuhin_office
@cmmadhyapradesh
@narendramodi
@pmoindia
@swachhbharat

Top Tweeters in G9:
@rjber15
@fabriciosx
@youranonriots
@mmemarathon
@sminaev2015
@madeleinemaddis
@techietalkiez
@behavecolpapers
@robert0461
@bloodsparasites

Top Tweeters in G10:
@zolangegonzalez
@euridiceguerra
@glassmanamanda
@jodiomon
@ligero999
@gabbystern
@virusemergentes
@javiermunozar
@gaviseth
@capdevilamontse


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