#malaria, Twitter, 9/29/2020 12:52:02 PM, 236249


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#malaria_2020-09-28_20-08-10.xlsx
#malaria_2020-09-28_20-08-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 29, 2020
Short Description:
#malaria via NodeXL https://bit.ly/3cS4dkB
@who
@globalfund
@indiakravmaga
@nkemngo
@hanniepower
@msf
@malarianomore
@awipaman
@mohfw_india
@viralvideovlogs

Top hashtags:
#malaria
#covid19
#hiv
#dengue
#tb
#tuberculosis
#africa
#seharilagi
#otaklupa

Description:
Description
The graph represents a network of 2,950 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 Tuesday, 29 September 2020 at 03:14 UTC.

The requested start date was Monday, 28 September 2020 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, 22-hour, 55-minute period from Monday, 14 September 2020 at 00:58 UTC to Sunday, 27 September 2020 at 23:54 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 : 2950
Unique Edges : 2541
Edges With Duplicates : 5248
Total Edges : 7789
Number of Edge Types : 5
Mentions : 1271
Retweet : 2179
MentionsInRetweet : 3529
Tweet : 650
Replies to : 160
Self-Loops : 683
Reciprocated Vertex Pair Ratio : 0.0374117647058824
Reciprocated Edge Ratio : 0.0721251984577002
Connected Components : 368
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 1922
Maximum Edges in a Connected Component : 5944
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.716266
Graph Density : 0.000506807823393164
Modularity : 0.510729
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,950 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 Tuesday, 29 September 2020 at 03:14 UTC.

The requested start date was Monday, 28 September 2020 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, 22-hour, 55-minute period from Monday, 14 September 2020 at 00:58 UTC to Sunday, 27 September 2020 at 23:54 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:
[28] https://bitekomatlolight.com/
[21] https://www.youtube.com/watch?v=HJVXDqzUFQA&feature=youtu.be

[19] https://www.medrxiv.org/content/10.1101/2020.09.23.20200220v1#disqus_thread
[17] https://www.theglobalfund.org/en/news/2020-09-14-global-fund-partnership-has-saved-38-million-lives/
[15] https://medicalxpress.com/news/2020-09-dantu-blood-group-malariaand-humans.html
[14] https://wyss.harvard.edu/news/crispr-based-malaria-testing-on-the-fly/
[9] https://medicalxpress.com/news/2020-09-crispr-based-malaria-on-the-fly.html
[8] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930700-3%2Ffulltext&rc=0
[8] https://www.sciencemag.org/news/2020/09/spread-city-loving-malaria-mosquitoes-could-pose-grave-threat-africa
[7] https://doi.org/10.2807/1560-7917.ES.2020.25.36.1900579

Top URLs in Tweet in G1:
[9] https://www.theglobalfund.org/en/news/2020-09-14-global-fund-partnership-has-saved-38-million-lives/
[6] https://us02web.zoom.us/webinar/register/WN_oMYbWE0DSSGzWpwVC8yhIQ
[4] https://www.news-medical.net/news/20200903/Citizen-science-shows-great-potential-to-reduce-malaria-burden.aspx
[4] https://twitter.com/GlobalFund/status/1305387059008372736
[3] https://www.theglobalfund.org/en/blog/2020-09-14-myanmar-makes-major-progress-fighting-malaria/
[3] https://www.pmi.gov/news/stories-from-the-field/stories-from-the-field---detail/test-treat-and-track-strengthening-malaria-response-capabilities-in-sierra-leone
[3] https://elpais.com/elpais/2020/09/13/planeta_futuro/1599983668_229131.html
[2] https://www.newtimes.co.rw/news/severe-malaria-drops-38-rwanda
[2] https://www.msf.org.uk/article/central-african-republic-time-covid-19-malaria-still-biggest-child-killer
[2] https://www.theweek.co.uk/107846/uk-space-agency-set-to-fight-malaria-from-space

Top URLs in Tweet in G2:
[15] https://medicalxpress.com/news/2020-09-dantu-blood-group-malariaand-humans.html
[8] https://medicalxpress.com/news/2020-09-crispr-based-malaria-on-the-fly.html
[7] https://www.theglobalfund.org/en/news/2020-09-14-global-fund-partnership-has-saved-38-million-lives/
[6] https://www.wwarn.org/news/news-articles/microscopy-standards-harmonise-methods-malaria-clinical-research-studies
[5] https://doi.org/10.2807/1560-7917.ES.2020.25.36.1900579
[4] http://www.asahi.com/ajw/articles/13690091
[4] https://medicalxpress.com/news/2020-09-genes-malaria-parasites-survive-treatment.html
[3] http://www.sciencedirect.com/science/authShare/S1471492220302002/20200923T143500Z/1?md5=7c12d856edb04f1436340e28d84d5cc5&dgcid=author
[3] https://reliefweb.int/report/central-african-republic/times-covid-19-malaria-remains-number-one-killer-children-car
[3] https://www.theguardian.com/world/2020/sep/14/new-asian-mosquito-could-bring-malaria-to-african-cities-warn-scientists?CMP=share_btn_tw

Top URLs in Tweet in G3:
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930700-3%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS1473-3099%252820%252930700-3&rc=0
[2] https://www.who.int/news-room/events/detail/2020/09/03/default-calendar/responding-to-the-double-challenge-of-malaria-and-covid-19
[2] https://docs.google.com/document/d/188lCw8RPkZTV2QfqoFAWeERxhJouFnRICQwEFMrLC-Y/edit?usp=sharing
[2] https://www.youtube.com/watch?v=H_rvaOVplmM&feature=youtu.be

[1] https://www.who.int/news-room/detail/02-09-2020-letter-to-malaria-partners-september-2020
[1] https://www.isglobal.org/es/newsletter
[1] https://elpais.com/elpais/2020/09/13/planeta_futuro/1599983668_229131.html
[1] https://www.lavanguardia.com/vida/20200913/483443549591/covid-coronavirus-letalidad-espana.html
[1] https://www.theglobalfund.org/en/news/2020-09-14-global-fund-partnership-has-saved-38-million-lives/

Top URLs in Tweet in G4:
[4] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[3] https://www.sciencemag.org/news/2020/09/spread-city-loving-malaria-mosquitoes-could-pose-grave-threat-africa
[3] https://elvenezolanonews.com/2020/09/21/como-evitar-la-propagacion-de-enfermedades-transmitidas-por-mosquitos-en-venezuela/
[3] https://www.youtube.com/watch?v=K_b4hEZDJkE&feature=youtu.be

[2] https://doi.org/10.2807/1560-7917.ES.2020.25.36.1900579
[2] https://www.theguardian.com/world/2020/sep/14/new-asian-mosquito-could-bring-malaria-to-african-cities-warn-scientists
[2] https://www.weforum.org/agenda/2020/09/malaria-maps-africa-disease-climate-change-global-warming
[2] https://www.ncbi.nlm.nih.gov/pubmed/25046315
[2] https://telugu.boldsky.com/health/wellness/covid-19-and-malaria-can-you-tell-the-symptoms-apart-024522.html
[2] https://onlinelibrary.wiley.com/doi/10.1002/mbo3.1038?cookieSet=1

Top URLs in Tweet in G5:
[4] https://www.msf.org/malaria-deadly-killer-children-during-coronavirus-car
[4] https://www.doctorswithoutborders.ca/article/central-african-republic-during-covid-19-pandemic-malaria-remains-number-one-killer-children
[2] https://www.msfindia.in/central-african-republic-in-times-of-covid-19-malaria-remains-the-number-one-killer-of-children-in-car/
[1] https://www.medicisenzafrontiere.it/news-e-storie/storie/fermare-malaria-covid-19/
[1] https://www.medicisenzafrontiere.it/news-e-storie/news/repubblica-centrafricana-malaria-bambini/
[1] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003254
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-020-03390-7
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-020-03401-7
[1] https://www.msf.org.uk/global-health-review-11-september-2020
[1] https://doi.org/10.3390/ijerph17186639

Top URLs in Tweet in G6:
[18] https://www.medrxiv.org/content/10.1101/2020.09.23.20200220v1#disqus_thread
[3] https://www.immunology.org/events/are-neutrophils-important-in-malaria
[2] https://www.theguardian.com/world/2020/sep/14/new-asian-mosquito-could-bring-malaria-to-african-cities-warn-scientists
[2] https://www.annualreviews.org/doi/abs/10.1146/annurev-micro-020518-115628?cookieSet=1
[1] https://www.mrc.gm/dr-alfred-amambua-ngwa-awarded-edctp-senior-fellowships-plus-grant/
[1] https://www.annualreviews.org/doi/abs/10.1146/annurev-micro-012220-064343?cookieSet=1
[1] https://fundacionlacaixa.org/es/proyecto-combatir-malaria
[1] https://www.annualreviews.org/doi/abs/10.1146/annurev-micro-020518-115546?cookieSet=1
[1] https://www.immunology.org/about-us/our-people/regional-and-affinity-groups/bsi-regional-and-affinity-group-webinars
[1] https://twitter.com/marietabernabeu/status/1306895408527020032

Top URLs in Tweet in G8:
[1] https://twitter.com/dio_budaun/status/1308744666821488640
[1] https://delhipostnews.com/researchers-make-new-discovery-in-battle-against-malaria/

Top URLs in Tweet in G9:
[2] https://twitter.com/Uwihanganye_A/status/1305441088254115840
[1] https://chimpreports.com/malaria-in-the-2000s-a-tale-of-the-dreaded-chloroquine-fansidar-and-quinine-based-treatment/
[1] https://twitter.com/GCICUganda/status/1305478773513637889
[1] https://twitter.com/DuncanAbigaba/status/1305558776083292165
[1] https://twitter.com/akmartos1/status/1307252202826801152
[1] https://twitter.com/SolomonMGrace2/status/1307941539553914880
[1] https://www.kigezinews.com/sleep-under-your-mosquito-net-to-avoid-malaria-related-mortality/
[1] https://twitter.com/minofhealthug/status/1306821711464214528

Top URLs in Tweet in G10:
[1] https://twitter.com/JoVEJournal/status/1288893335214710784
[1] https://twitter.com/clements_becca/status/1308060189166170112
[1] https://twitter.com/george_superres/status/1309643663937474563
[1] https://pubs.rsc.org/en/content/articlelanding/2020/an/d0an00976h
[1] https://strathprints.strath.ac.uk/73955/
[1] https://www.swisstph.ch/de/swiss-tph-news/news-detail-d/news/only-one-third-of-children-receives-appropriate-malaria-care/
[1] https://twitter.com/wiparasitology/status/1307325772483440640
[1] https://twitter.com/anariverolynch/status/1306595289067782149
[1] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003318
[1] https://lphi.umontpellier.fr/images/equipes/equipe_1/rachel/PhD_ANRJCJC.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[133] twitter.com
[36] youtube.com
[33] medicalxpress.com
[28] elsevierhealth.com
[28] bitekomatlolight.com
[22] biomedcentral.com
[22] theglobalfund.org
[19] medrxiv.org
[16] harvard.edu
[16] nature.com

Top Domains in Tweet in G1:
[27] twitter.com
[13] theglobalfund.org
[8] zoom.us
[5] co.uk
[5] pmi.gov
[4] news-medical.net
[4] elpais.com
[3] theguardian.com
[2] co.rw
[2] gatesfoundation.org

Top Domains in Tweet in G2:
[28] medicalxpress.com
[18] twitter.com
[16] biomedcentral.com
[10] malariamatters.org
[8] elsevierhealth.com
[7] sciencedirect.com
[7] wwarn.org
[7] theglobalfund.org
[6] nih.gov
[6] reliefweb.int

Top Domains in Tweet in G3:
[6] elsevierhealth.com
[3] who.int
[3] twitter.com
[3] malariaworld.org
[3] youtube.com
[2] bnitm.de
[2] google.com
[1] isglobal.org
[1] elpais.com
[1] lavanguardia.com

Top Domains in Tweet in G4:
[18] twitter.com
[6] linkedin.com
[5] instagram.com
[4] medicalxpress.com
[4] amazon.de
[3] theguardian.com
[3] sciencemag.org
[3] elvenezolanonews.com
[3] elsevierhealth.com
[3] wiley.com

Top Domains in Tweet in G5:
[4] msf.org
[4] doctorswithoutborders.ca
[3] africa-newsroom.com
[3] twitter.com
[2] medicisenzafrontiere.it
[2] biomedcentral.com
[2] msfindia.in
[1] plos.org
[1] org.uk
[1] doi.org

Top Domains in Tweet in G6:
[18] medrxiv.org
[5] twitter.com
[4] annualreviews.org
[4] immunology.org
[2] theguardian.com
[1] mrc.gm
[1] fundacionlacaixa.org
[1] elsevierhealth.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] delhipostnews.com

Top Domains in Tweet in G9:
[7] twitter.com
[1] chimpreports.com
[1] kigezinews.com

Top Domains in Tweet in G10:
[5] twitter.com
[1] rsc.org
[1] ac.uk
[1] swisstph.ch
[1] plos.org
[1] umontpellier.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2372] malaria
[596] covid19
[194] hiv
[187] dengue
[104] tb
[95] tuberculosis
[80] africa
[78] seharilagi
[78] otaklupa
[78] cibayamabestmedicine



Top Hashtags in Tweet in G1:
[330] malaria
[101] covid19
[75] tb
[61] hiv
[23] aids
[22] tuberculosis
[14] covid
[14] endmalaria
[14] youth
[12] sida

Top Hashtags in Tweet in G2:
[369] malaria
[38] covid19
[28] africa
[21] dengue
[18] climatechange
[15] blood
[14] lstm
[10] congratulations
[10] rstmh
[10] anopheles

Top Hashtags in Tweet in G3:
[172] malaria
[64] covid19
[33] covid
[33] pandemic
[26] covid_19
[12] unga
[9] polio
[7] africa
[7] seminarseries
[4] tb

Top Hashtags in Tweet in G4:
[233] malaria
[33] covid19
[20] dengue
[12] hiv
[11] mosquito
[11] coronavirus
[10] africa
[10] health
[9] seharilagi
[9] otaklupa

Top Hashtags in Tweet in G5:
[140] malaria
[35] covid19
[22] cholera
[21] happeningnow
[11] batangafo
[9] covid_19
[7] centralafricanrepublic
[6] africa
[5] sudanfloods
[5] somali

Top Hashtags in Tweet in G6:
[50] malaria
[18] phdstudent
[12] mosquito
[9] bsigroupwebinar
[8] neutrophils
[6] jobsinparasitology
[6] parasitologyjobs
[5] hiv
[5] drugdiscovery
[4] genomics

Top Hashtags in Tweet in G7:
[69] seharilagi
[69] otaklupa
[69] cibayamabestmedicine
[69] covid19
[69] sopakkusta
[69] biawakbiomedicmsn
[69] malaria
[69] seksdanpaduantasbih
[69] bmw
[69] kesembuhankemaluanlelakidanwanita

Top Hashtags in Tweet in G8:
[53] malaria
[47] tuberculosis
[45] covid19
[2] flu
[2] chickengunia
[2] jnu
[2] shivnadaruniversity
[2] antimalaria
[1] dengue
[1] unionbazi

Top Hashtags in Tweet in G9:
[55] malaria
[14] sleepunderthenetug
[5] mosquito
[5] covid19ug
[3] uganda
[3] healthiswealth
[3] kills
[2] death
[1] chimpreportsnews
[1] ugandanews

Top Hashtags in Tweet in G10:
[45] malaria
[29] mpm2020
[12] plasmodium
[4] parasites
[4] microscopy
[3] cryptosporidium
[2] sciart
[2] apicoplast
[2] malariamememonday
[2] apicomplexa

Top Words
Top Words in Tweet in Entire Graph:
[2372] #malaria
[588] #covid19
[466] malaria
[207] diseases
[200] more
[194] against
[194] #hiv
[192] globalfund
[187] #dengue
[183] mosquito

Top Words in Tweet in G1:
[330] #malaria
[170] globalfund
[111] million
[94] fight
[93] #covid19
[85] against
[76] people
[75] #tb
[69] 2019
[61] #hiv

Top Words in Tweet in G2:
[369] #malaria
[70] malaria
[48] research
[48] africa
[48] paper
[38] #covid19
[36] vector
[34] against
[31] range
[31] problem

Top Words in Tweet in G3:
[172] #malaria
[71] malariaatlas
[64] #covid19
[63] effects
[60] pandemic
[48] indirect
[41] malaria
[35] research
[34] thelancetinfdis
[34] 19

Top Words in Tweet in G4:
[233] #malaria
[56] malaria
[33] #covid19
[32] take
[29] pill
[20] #dengue
[15] hope
[14] remember
[14] forget
[12] #hiv

Top Words in Tweet in G5:
[140] #malaria
[61] msf
[51] central
[51] african
[51] republic
[47] one
[40] children
[40] malaria
[37] msf_italia
[37] rainy

Top Words in Tweet in G6:
[50] #malaria
[44] great
[33] dr
[22] awarded
[21] study
[20] congratulations
[20] alfred
[20] amambua
[20] ngwa
[20] edctp

Top Words in Tweet in G7:
[69] #seharilagi
[69] #otaklupa
[69] #cibayamabestmedicine
[69] #covid19
[69] #sopakkusta
[69] #biawakbiomedicmsn
[69] #malaria
[69] #seksdanpaduantasbih
[69] #bmw
[69] #kesembuhankemaluanlelakidanwanita

Top Words in Tweet in G8:
[53] #malaria
[47] drharshvardhan
[47] #tuberculosis
[46] shift
[46] diseases
[45] spoke
[45] focus
[45] #covid19
[45] such
[44] ende

Top Words in Tweet in G9:
[55] #malaria
[25] one
[22] disease
[17] underthenet20ug
[16] sleep
[16] under
[15] malaria
[14] #sleepunderthenetug
[13] minofhealthug
[13] mosquito

Top Words in Tweet in G10:
[45] #malaria
[29] #mpm2020
[13] keynote
[12] lecture
[12] #plasmodium
[10] parasites
[9] talk
[7] professor
[7] akhil
[7] vaidya

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[85] against,#malaria
[82] diseases,such
[82] #dengue,#malaria
[78] #seharilagi,#otaklupa
[78] #otaklupa,#cibayamabestmedicine
[78] #cibayamabestmedicine,#covid19
[78] #covid19,#sopakkusta
[78] #sopakkusta,#biawakbiomedicmsn
[78] #biawakbiomedicmsn,#malaria
[78] #malaria,#seksdanpaduantasbih

Top Word Pairs in Tweet in G1:
[53] #tb,#malaria
[51] fight,against
[38] #hiv,#tb
[36] million,people
[34] globalfund,partnership
[33] mosquito,nets
[32] against,#malaria
[31] 160,million
[31] million,mosquito
[31] protect,nearly

Top Word Pairs in Tweet in G2:
[29] against,#malaria
[25] malariajournal,describes
[25] standards,#malaria
[25] #malaria,microscopy
[23] paper,malariajournal
[23] comprehensive,standards
[23] microscopy,research
[21] describes,comprehensive
[19] research,resources
[19] resources,freely

Top Word Pairs in Tweet in G3:
[48] indirect,effects
[33] #covid,19
[32] congratulations,map
[32] map,malariaatlas
[32] malariaatlas,gmp
[32] gmp,indirect
[32] effects,#covid
[32] 19,#pandemic
[32] #pandemic,#malaria
[31] simonihay,congratulations

Top Word Pairs in Tweet in G4:
[28] take,#malaria
[28] #malaria,pill
[14] remember,take
[14] pill,hope
[14] forget,take
[9] #malaria,#dengue
[9] #seharilagi,#otaklupa
[9] #otaklupa,#cibayamabestmedicine
[9] #cibayamabestmedicine,#covid19
[9] #covid19,#sopakkusta

Top Word Pairs in Tweet in G5:
[51] central,african
[51] african,republic
[44] republic,#malaria
[38] msf,central
[37] rainy,season
[34] during,rainy
[26] #malaria,one
[26] one,biggest
[26] biggest,killers
[26] killers,during

Top Word Pairs in Tweet in G6:
[20] congratulations,dr
[20] dr,alfred
[20] alfred,amambua
[20] amambua,ngwa
[20] ngwa,awarded
[20] awarded,edctp
[20] edctp,senior
[20] senior,fellowship
[20] fellowship,plus
[20] plus,focus

Top Word Pairs in Tweet in G7:
[69] #seharilagi,#otaklupa
[69] #otaklupa,#cibayamabestmedicine
[69] #cibayamabestmedicine,#covid19
[69] #covid19,#sopakkusta
[69] #sopakkusta,#biawakbiomedicmsn
[69] #biawakbiomedicmsn,#malaria
[69] #malaria,#seksdanpaduantasbih
[69] #seksdanpaduantasbih,#bmw
[69] #bmw,#kesembuhankemaluanlelakidanwanita
[69] #kesembuhankemaluanlelakidanwanita,#alquran

Top Word Pairs in Tweet in G8:
[47] #tuberculosis,#malaria
[45] spoke,shift
[45] shift,focus
[45] focus,#covid19
[45] #covid19,diseases
[45] diseases,such
[45] such,#tuberculosis
[44] drharshvardhan,spoke
[44] #malaria,ende
[2] godrejgroup,fhi360

Top Word Pairs in Tweet in G9:
[12] sleep,under
[11] fact,sheet
[11] sheet,beat
[11] beat,#malaria
[11] #malaria,remember
[11] remember,disease
[11] disease,common
[11] common,fever
[11] fever,uganda
[11] uganda,one

Top Word Pairs in Tweet in G10:
[12] keynote,lecture
[7] akhil,vaidya
[7] #mpm2020,keynote
[7] stumbling,towards
[7] towards,truth
[7] truth,basic
[6] professor,akhil
[6] vaidya,drexeluniv
[6] drexeluniv,delivering
[6] delivering,#mpm2020

Top Replied-To
Top Replied-To in Entire Graph:
@sanru_asbl
@flotus
@sinaronline
@minutoya
@drtedros
@underthenet20ug
@eppendorf_ag
@critical_fail42
@progress__my
@ddnational

Top Replied-To in G1:
@sanru_asbl
@sumthin_nys
@globalfund
@sayof_sadc
@profsarahagbor
@speakupafrica1
@endmalaria
@obetaodinaka
@faryus88
@damendah

Top Replied-To in G2:
@gatesfoundation
@apmen

Top Replied-To in G3:
@drtedros

Top Replied-To in G6:
@jorgenfaxholm

Top Replied-To in G7:
@sinaronline
@minutoya
@mayapawpaw
@ddnational
@progress__my
@critical_fail42
@eppendorf_ag
@shufayewong
@renchung
@ipprogress

Top Replied-To in G8:
@mohfw_india
@ashwani_mahajan
@godrejgroup
@amdavadamc
@drharshvardhan

Top Replied-To in G9:
@underthenet20ug
@jordanshirumat2
@bagzo4

Top Mentioned
Top Mentioned in Entire Graph:
@globalfund
@who
@malariaatlas
@msf
@msf_espana
@laurie_garrett
@malarianomoreuk
@endmalaria
@drharshvardhan
@alma_2030

Top Mentioned in G1:
@globalfund
@malarianomoreuk
@alma_2030
@pmigov
@malarianomore
@endmalaria
@peterasands
@faryus88
@aloyceurassa
@malariamustdie

Top Mentioned in G2:
@lshtm
@bbbrieger
@lstmnews
@malariajournal
@invectorcontrol
@pnasnews
@wwarn
@medical_xpress
@nature
@gatesfoundation

Top Mentioned in G3:
@who
@malariaatlas
@thelancetinfdis
@simonihay
@palonsomalaria
@endmalaria
@isglobalorg
@akm5376
@lshtm_malaria
@nimr_delhi

Top Mentioned in G4:
@debugliesnews
@info4america
@himmoderator
@paulfle75793225
@malagaldia
@lotusoak2
@sightmagazine
@microbiologyoa
@garym
@healthfisher

Top Mentioned in G5:
@msf
@msf_italia
@unicefsudan
@cedricliveshow
@msf_canada
@msfsci
@msf_ind
@dg_mohswss
@unhcrinsudan
@unicefsomalia

Top Mentioned in G6:
@edctp
@mrcunitgambia
@biottofni
@elenagomezdiaz
@ibahcm
@marietabernabeu
@bsicongress
@imperialcollege
@embl
@annualreviews

Top Mentioned in G7:
@guineetags
@syedsaddiq
@partimuda
@sharifahamani
@kkmputrajaya
@fathihaaaj
@yesitshanna
@kela9123
@spectacuiarvids
@bernamatv

Top Mentioned in G8:
@drharshvardhan
@pmoindia
@cmoguj
@mohfw_india
@fhi360
@nvbdcpmohfw
@worldmalariaday
@mukeshias
@ibijalpatel
@healthcommunic2

Top Mentioned in G9:
@underthenet20ug
@minofhealthug
@kukuwazabanga
@darausbahikire
@akmartos1
@dianaatwine
@govuganda
@zahranamuli
@hnambalirwah
@judithnkt

Top Mentioned in G10:
@drexeluniv
@akhilvaidya1
@thoreyjonsdott1
@dvorinlab
@bruns_lab
@naturemicrobiol
@clements_becca
@hanniepower
@filipa_ferr
@merkleinstitute

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@rk70534
@56perumal
@venezolanonews
@mohitsmartlove
@honeymoongondol
@john1966olsen
@femtech_
@indiatoday
@cipherequality

Top Tweeters in G1:
@dichristine
@el_pais
@tzdiscovery
@dr_otorongo
@magarya
@politico
@viralvideovlogs
@bot_africana
@editaola
@bertrandspecial

Top Tweeters in G2:
@guardian
@ecuabot
@monitor_ph
@physorg_health
@gurdur
@sylviab26189116
@angelseti
@scitechmachine
@physorg_com
@qualityisarul3

Top Tweeters in G3:
@trigorosa
@saludhealthinfo
@mizna_r
@allanmzalendo
@mrosagarciag
@miki_gtr
@avfolk
@ester0961
@salhaj
@lightifyco1

Top Tweeters in G4:
@venezolanonews
@coldtusker
@saver_jain
@oneindiatelugu
@bacadibabe
@gds_it
@gjallarhornet
@latestly
@projectkearsley
@bnn_breaking

Top Tweeters in G5:
@rk70534
@africaupdates
@youranonriots
@mohamed02566080
@nkanyiso_ngqulu
@lebalzin
@sadape54
@masterprogram1
@bwahadenise
@darealhassan

Top Tweeters in G6:
@badassday
@crof
@jorgenfaxholm
@ousiadasein
@ineelbot
@poncelet2
@aliensky0
@algorithmsb
@conservatives
@letissgo

Top Tweeters in G7:
@sinaronline
@ani
@allentien
@arxxxxmand
@celcom
@bernamatv
@ddnational
@dayangnas
@loi_1901
@minutoya

Top Tweeters in G8:
@56perumal
@mohitsmartlove
@pib_india
@jyotsna2964
@ribadiyadipen
@mishrarnjt
@dattavikramjit
@anand007000
@srvaman
@mohamma28888791

Top Tweeters in G9:
@chimpreports
@digitaldidan
@akmartos1
@jshmugisha
@joydoreenbiira
@ykyabalongo
@melbourne_7
@wadadamichael
@kukuwazabanga
@publichealth

Top Tweeters in G10:
@glasgow_watch
@phdforum
@harvardchansph
@johnshopkinssph
@ernestm__
@boylelab
@hanniepower
@strathclydeoa
@roysocchem
@weillcornell


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