#malaria, Twitter, 6/8/2020 7:45:04 AM, 228923


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#malaria_2020-06-07_21-55-12.xlsx
#malaria_2020-06-07_21-55-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 08, 2020
Short Description:
#malaria via NodeXL https://bit.ly/2UjITfw
@who
@palonsomalaria
@tripathyajay
@frischknechtlab
@realdonaldtrump
@dilipusg
@malarianomoreuk
@dermatdoc
@icmrdelhi
@thelancet

Top hashtags:
#malaria
#covid19
#measles
#flu
#smallpox
#coronavirus
#askyourpharmacist

Description:
Description
The graph represents a network of 3,400 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, 08 June 2020 at 04:56 UTC.

The requested start date was Monday, 08 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 9-hour, 15-minute period from Monday, 25 May 2020 at 00:14 UTC to Sunday, 07 June 2020 at 09:29 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 : 3400
Unique Edges : 2323
Edges With Duplicates : 5387
Total Edges : 7710
Number of Edge Types : 5
Replies to : 152
Retweet : 2357
MentionsInRetweet : 3195
Mentions : 1300
Tweet : 706
Self-Loops : 793
Reciprocated Vertex Pair Ratio : 0.0245353159851301
Reciprocated Edge Ratio : 0.0478955007256894
Connected Components : 559
Single-Vertex Connected Components : 294
Maximum Vertices in a Connected Component : 1805
Maximum Edges in a Connected Component : 5186
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.815745
Graph Density : 0.000357717667826177
Modularity : 0.514763
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,400 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, 08 June 2020 at 04:56 UTC.

The requested start date was Monday, 08 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 9-hour, 15-minute period from Monday, 25 May 2020 at 00:14 UTC to Sunday, 07 June 2020 at 09:29 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:
[86] http://www.klinikum.uni-heidelberg.de/parasitologie
[13] http://www.ncbi.nlm.nih.gov/pubmed/25046315
[10] https://careers-chai.icims.com/jobs/9651/associate,-global-geospatial-health-information/job?mode=view&mobile=false&width=881&height=500&bga=true&needsRedirect=false&jan1offset=-300&jun1offset=-240
[10] https://africafeeds.com/2020/03/28/france-allows-use-of-chloroquine-to-treat-covid-19-patients/
[9] https://phys.org/news/2020-06-links-malaria-deforestation-hotspots-demand.html
[9] https://www.youtube.com/watch?v=K_b4hEZDJkE&feature=youtu.be

[9] https://europe.vaccineconferences.com
[9] https://amnat.org/an/newpapers/Sep-Hoi.html
[9] https://www.einnews.com/pr_news/518366898/carlkruse-org-recommends-transfer-of-distributed-computing-resources-to-rosetta-home
[8] https://www.eurekalert.org/pub_releases/2020-06/fda-slm060420.php

Top URLs in Tweet in G1:
[6] https://www.ajtmh.org/content/journals/10.4269/ajtmh.20-0516
[6] https://www.drugtargetreview.com/news/61570/adding-rpl6-protein-to-vaccine-prevents-malaria-in-mice-find-researchers/
[6] http://www.klinikum.uni-heidelberg.de/parasitologie
[5] https://allafrica.com/stories/202005210539.html
[4] https://www.europeanpharmaceuticalreview.com/news/119996/two-malaria-vaccine-candidates-show-signs-of-efficacy/
[4] https://twitter.com/endmalaria/status/1264947595551617025
[4] https://www.thelancet.com/journals/laninf/issue/current
[4] https://youtu.be/X1_DulxX7XU
[3] http://medafricatimes.com/20048-who-warns-about-an-explosion-of-malaria-on-african-continent-this-year.html
[3] https://theconversation.com/why-malaria-treatment-shouldnt-take-a-back-seat-to-covid-19-138444

Top URLs in Tweet in G2:
[10] https://africafeeds.com/2020/03/28/france-allows-use-of-chloroquine-to-treat-covid-19-patients/
[9] https://www.einnews.com/pr_news/518366898/carlkruse-org-recommends-transfer-of-distributed-computing-resources-to-rosetta-home
[9] https://europe.vaccineconferences.com
[9] https://www.youtube.com/watch?v=K_b4hEZDJkE&feature=youtu.be

[5] https://public.flourish.studio/visualisation/2562261/
[4] https://www.who.int/news-room/facts-in-pictures/detail/malaria
[3] https://www.telefizi.com/
[2] https://www.labilirrubina.com/van-3731-infectados-por-dengue-malaria-y-leptospirosis-en-rd/
[2] http://www.jordanib.com/2020/05/is-madagascan-herbal-drink-cure-for.html
[2] https://www.fda.gov/news-events/press-announcements/fda-approves-only-drug-us-treat-severe-malaria?utm_content=buffer3bcaf&utm_medium=social&utm_source=twitter.com&utm_campaign=bufferiab

Top URLs in Tweet in G3:
[74] http://www.klinikum.uni-heidelberg.de/parasitologie
[3] https://www.agenciasinc.es/Noticias/Investigadoras-espanolas-estudian-que-pasa-si-el-coronavirus-se-junta-con-el-parasito-de-la-malaria
[2] https://twitter.com/DrMichelleBoyle/status/1264865649639124992
[2] https://public.flourish.studio/visualisation/2562261/
[1] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1008181
[1] https://www.klinikum.uni-heidelberg.de/zentrum-fuer-infektiologie/parasitology-unit/research/malaria-2-frischknecht/activities/why-study-microtubules-in-plasmodium
[1] http://bei-lab.com/
[1] https://twitter.com/nhmrc/status/1265136844435525632
[1] https://sede.csic.gob.es/intro2020
[1] https://investigacion.us.es/docs/convocatorias/2020/1335/resolucion_postdoct_boja.pdf

Top URLs in Tweet in G4:
[1] https://twitter.com/voxeu/status/1269218234642776066
[1] https://twitter.com/thehill/status/1267196410505711623
[1] https://www.vice.com/en_us/article/ep4ngz/coronavirus-is-killing-brazils-isolated-indigenous-peoples-at-a-staggering-rate?utm_source=vicenews&utm_content=1590419340

Top URLs in Tweet in G5:
[5] https://twitter.com/SFHNigeria/status/1267385295042940928
[1] https://twitter.com/ARC_Nigeria/status/1269022560295047171
[1] https://teams.microsoft.com/l/meetup-join/19:meeting_YjZjZGU4YzgtNzY4Ny00ODI5LTg3NTctZGIzNjMyNTQzZmY1@thread.v2/0?context={"Tid":"064cb1ce-397a-4f87-b199-216ae587dccc","Oid":"85a832fb-c8b0-4adb-be76-e08271439c79","IsBroadcastMeeting":true}
[1] https://twitter.com/nighealthwatch/status/1267745026672558082
[1] https://twitter.com/sfhnigeria/status/1267385295042940928
[1] https://www.jcflowersfoundation.org/news/program-coordinators-confront-dual-threats-as-covid-19-concerns-arrive-during-peak-malaria-season
[1] https://www.tectono-business.com/2016/02/contemporary-step-by-step-guide-to.html

Top URLs in Tweet in G7:
[6] https://www.cell.com/reviews/collections/inflammation?dgcid=STMJ_1589392441_SISSUE&utm_campaign=Trends%20Portfolio&utm_content=129637826&utm_medium=social&utm_source=linkedin&hss_channel=lcp-38726
[3] https://twitter.com/CellPressNews/status/1263169056930246656
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fparasitology%2Ffulltext%2FS1471-4922%2815%2900234-2&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fparasitology%2Ffulltext%2FS1471-4922%2816%2930198-2&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fparasitology%2Ffulltext%2FS1471-4922%2816%2930073-3&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fparasitology%2Ffulltext%2FS1471-4922%2817%2930004-1&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fparasitology%2Ffulltext%2FS1471-4922%2815%2900254-8&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fparasitology%2Ffulltext%2FS1471-4922%2816%2930200-8&rc=0
[1] https://www.jove.com/methods-collections/358/current-methods-to-study-parasite-host-interactions
[1] https://twitter.com/SandraMuxel/status/1262547346644140032

Top URLs in Tweet in G8:
[2] http://abcnews.go.com/Health/wireStory/malaria-drug-fails-prevent-covid-19-rigorous-study-71050953
[1] http://konemane.com/foreign-medicine-lobby-eye-on-india-queen/
[1] https://www.nytimes.com/2014/10/21/science/a-quiet-approach-to-bringing-down-malaria.html
[1] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fgesellschaft%2F2020-05%2Findien-corona-virus-hydroxychloroquin-medikament%3Fwt_zmc%3Dsm.ext.zonaudev.twitter.ref.zeitde.share.link.x
[1] https://www.wthr.com/article/who-pauses-testing-malaria-drug-president-trump-promoted
[1] https://twitter.com/realdonaldtrump/status/1268347256748507136
[1] https://twitter.com/aynrandpaulryan/status/1267873482441781249
[1] https://www.nytimes.com/2020/06/03/health/hydroxychloroquine-coronavirus-trump.html?referringSource=articleShare
[1] https://twitter.com/visegrad24/status/1267872194207629315
[1] https://twitter.com/trey_vondinkis/status/1255605818071805952

Top URLs in Tweet in G9:
[2] https://www.bnnvara.nl/zembla/artikelen/who-hervat-proeven-met-malariamedicijn-coronamedicijn
[1] https://elpais.com/ciencia/2020-06-05/dos-revistas-medicas-meten-la-pata.html?ssm=TW_CC
[1] https://twitter.com/ZEMBLA/status/1268456516014813184
[1] https://www.bnnvara.nl/zembla/artikelen/studie-waarop-who-coronabeleid-afstemt-blijkt-zeer-onbetrouwbaar
[1] https://www.statnews.com/2020/06/04/lancet-retracts-major-covid-19-paper-that-raised-safety-concerns-about-malaria-drugs/
[1] https://www.lstmed.ac.uk/news-events/news/lstm-co-led-research-in-the-lancet-effect-of-long-lasting-insecticidal-nets-with
[1] https://elpais.com/ciencia/2020-05-29/mas-de-100-expertos-alertan-de-fallos-en-el-mayor-estudio-sobre-cloroquina-e-hidroxicloroquina.html?ssm=TW_CC
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2803%2900806-5%2Ffulltext%3Ffbclid%3DIwAR1G4uqvBiYXDlixE45-1OJYxcky2m3jfm5zB6G6kYkARzACGzVobvRcqw0&rc=0
[1] https://www.theguardian.com/science/2020/may/22/hydroxychloroquine-trumps-covid-19-cure-increases-deaths-global-study-finds

Top URLs in Tweet in G10:
[1] https://twitter.com/SharmaSarav/status/1263737377836523522

Top Domains
Top Domains in Tweet in Entire Graph:
[160] twitter.com
[87] uni-heidelberg.de
[38] youtube.com
[30] nih.gov
[19] elsevierhealth.com
[19] bbc.com
[17] linkedin.com
[15] who.int
[13] flourish.studio
[12] icims.com

Top Domains in Tweet in G1:
[25] twitter.com
[15] nih.gov
[9] allafrica.com
[7] ajtmh.org
[7] linkedin.com
[6] youtube.com
[6] youtu.be
[6] drugtargetreview.com
[6] uni-heidelberg.de
[6] malariaworld.org

Top Domains in Tweet in G2:
[47] twitter.com
[14] youtube.com
[10] africafeeds.com
[9] einnews.com
[9] vaccineconferences.com
[8] linkedin.com
[7] flourish.studio
[7] bbc.com
[5] who.int
[4] outbreaknewstoday.com

Top Domains in Tweet in G3:
[75] uni-heidelberg.de
[6] twitter.com
[3] plos.org
[3] flourish.studio
[3] agenciasinc.es
[2] eldiario.es
[2] africafundacion.org
[1] bei-lab.com
[1] gob.es
[1] us.es

Top Domains in Tweet in G4:
[2] twitter.com
[1] vice.com

Top Domains in Tweet in G5:
[8] twitter.com
[1] microsoft.com
[1] jcflowersfoundation.org
[1] tectono-business.com

Top Domains in Tweet in G7:
[7] twitter.com
[7] elsevierhealth.com
[6] cell.com
[1] jove.com
[1] biorxiv.org
[1] biomedcentral.com

Top Domains in Tweet in G8:
[7] twitter.com
[2] nytimes.com
[2] go.com
[1] konemane.com
[1] zeit.de
[1] wthr.com
[1] rp.pl
[1] who.int
[1] africacdc.org
[1] impf-report.de

Top Domains in Tweet in G9:
[3] bnnvara.nl
[2] elpais.com
[1] twitter.com
[1] statnews.com
[1] ac.uk
[1] elsevierhealth.com
[1] theguardian.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2501] malaria
[525] covid19
[195] measles
[191] flu
[190] smallpox
[150] coronavirus
[141] askyourpharmacist
[114] hydroxychloroquine
[100] dengue
[97] hiv



Top Hashtags in Tweet in G1:
[606] malaria
[142] covid19
[36] covid
[24] hydroxychloroquine
[22] mosquitoes
[22] coronavirus
[19] plospathogens
[18] worldmalariaday
[18] africa
[17] endmalaria

Top Hashtags in Tweet in G2:
[362] malaria
[66] covid19
[34] coronavirus
[33] hydroxychloroquine
[24] hiv
[23] covid
[22] cancer
[19] covid_19
[18] corona
[16] covidー19

Top Hashtags in Tweet in G3:
[157] malaria
[14] covid19
[8] plasmodium
[8] malaria20
[5] jaeintro
[5] investigación
[5] immunology
[5] elimination
[5] mie2020
[5] coronavirus

Top Hashtags in Tweet in G4:
[190] measles
[190] flu
[190] smallpox
[3] malaria
[1] lupus
[1] tuberculosis
[1] hydroxycloroquine
[1] sarscov2
[1] yellowfever
[1] navajo

Top Hashtags in Tweet in G5:
[99] malaria
[72] covid19
[8] covid
[7] zeromalariastartswithme
[7] sfhwebseries
[6] covid19nigeria
[5] talk
[5] zeromalariastartswithmeng
[5] covid__19
[3] publichealth

Top Hashtags in Tweet in G6:
[141] askyourpharmacist
[12] malaria
[6] dengue
[6] staysafestayhealthy

Top Hashtags in Tweet in G7:
[39] malaria
[12] topcitedreviews
[6] plasmodium
[5] inflammasome
[5] immunity
[4] protozoan
[4] vaccine
[4] baseline
[4] outcome
[4] influenza

Top Hashtags in Tweet in G8:
[52] malaria
[13] hydroxychloroquine
[7] hcq
[7] covid19
[6] coronavirus
[6] trump
[4] lancet
[4] fda
[4] chloroquine
[4] corona

Top Hashtags in Tweet in G9:
[47] malaria
[37] artritisreumatoide
[4] chloroquine
[3] zembla
[3] who
[3] coronavirus
[3] hydroxychloroquine
[2] covid19
[2] lstm
[1] the_lancet

Top Hashtags in Tweet in G10:
[12] malaria
[7] dengue
[4] lockdownfailed
[3] mosquito
[3] health
[3] endmalaria
[3] mosquitoes
[1] delhi
[1] delhishouldknow
[1] delhifightscorona

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[606] #malaria
[142] #covid19
[115] malaria
[108] malarianomoreuk
[83] one
[83] malariamustdie
[78] children
[74] risk
[67] health
[67] endmalaria

Top Words in Tweet in G2:
[361] #malaria
[69] malaria
[66] #covid19
[36] drug
[34] #coronavirus
[33] #hydroxychloroquine
[31] 19
[31] take
[29] र
[29] treat

Top Words in Tweet in G3:
[157] #malaria
[87] pi
[87] research
[82] heidelberg
[80] translational
[80] frischknechtlab
[77] please
[76] position
[75] see
[74] junior

Top Words in Tweet in G4:
[190] 1st
[190] europeans
[190] came
[190] americas
[190] 90
[190] native
[190] populations
[190] died
[190] #measles
[190] #flu

Top Words in Tweet in G5:
[99] #malaria
[72] #covid19
[46] fmohnigeria
[41] similar
[41] symptoms
[41] cautious
[41] know
[41] same
[41] treated
[40] differen

Top Words in Tweet in G6:
[440] àª
[168] pandemic
[168] forget
[168] save
[168] yourself
[168] concurrent
[168] diseases
[141] #askyourpharmacist
[141] minor
[141] ailments

Top Words in Tweet in G7:
[39] #malaria
[24] read
[13] trendsparasitol
[13] cells
[13] rnaseq
[13] available
[12] collection
[12] #topcitedreviews
[12] thanks
[12] llinaslab

Top Words in Tweet in G8:
[51] #malaria
[30] realdonaldtrump
[14] flotus
[13] #hydroxychloroquine
[13] drug
[8] ವ
[8] ಲ
[8] potus
[7] #hcq
[7] #covid19

Top Words in Tweet in G9:
[46] #malaria
[37] hidroxicloroquina
[37] lleva
[37] mas
[37] siendo
[37] efectiva
[37] diferentes
[37] enfermedades
[37] #artritisreumatoide
[36] mardagaori

Top Words in Tweet in G10:
[18] time
[16] beds
[12] #malaria
[11] h1n1
[9] done
[8] created
[8] monitoring
[8] ac
[8] india
[7] dermatdoc

Top Word Pairs
Top Word Pairs in Tweet in G2:
[36] take,#malaria
[29] #malaria,pill
[29] covid,19
[28] #hiv,#malaria
[28] #malaria,drug
[28] forget,take
[28] remember,take
[28] pill,hope
[28] र,य
[28] #covid19,#malaria

Top Word Pairs in Tweet in G3:
[28] #malaria,research
[27] translational,#malaria
[23] pi,position
[19] junior,pi
[15] position,available
[14] available,heidelberg
[13] heidelberg,translational
[13] research,please
[11] please,see
[10] frischknechtlab,junior

Top Word Pairs in Tweet in G4:
[82] 1st,europeans
[80] europeans,came
[76] came,americas
[74] americas,90
[74] 90,native
[74] native,populations
[74] populations,died
[74] died,#measles
[74] #measles,#flu
[73] #flu,#smallpox

Top Word Pairs in Tweet in G5:
[190] #covid19,#malaria
[190] #malaria,similar
[190] similar,symptoms
[190] symptoms,cautious
[190] cautious,know
[190] know,same
[190] same,treated
[190] fmohnigeria,#covid19
[190] treated,differen
[190] 9th,june

Top Word Pairs in Tweet in G6:
[45] àª,àª
[41] pandemic,forget
[41] forget,save
[41] save,yourself
[41] yourself,concurrent
[41] concurrent,diseases
[41] diseases,#askyourpharmacist
[40] #askyourpharmacist,minor
[40] minor,ailments
[13] chetanparmar00,pandemic

Top Word Pairs in Tweet in G7:
[378] thanks,llinaslab
[168] llinaslab,making
[168] making,fantastic
[168] fantastic,#malaria
[168] #malaria,rnaseq
[168] rnaseq,dataset
[141] dataset,available
[141] available,biorxivpreprint
[141] biorxivpreprint,over
[44] over,100

Top Word Pairs in Tweet in G8:
[12] #malaria,drug
[12] realdonaldtrump,#malaria
[12] ಭ,ರತದ
[12] ರತದ,'ಕ
[12] 'ಕ,ವ
[12] ವ,ನ
[12] ನ,'
[12] ',ಮ
[12] ಮ,ಲ
[12] ಲ,ವ

Top Word Pairs in Tweet in G9:
[8] hidroxicloroquina,lleva
[5] lleva,mas
[4] siendo,efectiva
[4] efectiva,diferentes
[4] diferentes,enfermedades
[4] enfermedades,#malaria
[4] #malaria,#artritisreumatoide
[4] mardagaori,hidroxicloroquina
[4] mas,décadas
[4] décadas,siendo

Top Word Pairs in Tweet in G10:
[37] h1n1,time
[37] time,beds
[37] beds,created
[37] created,time
[37] time,monitoring
[37] monitoring,beds
[37] beds,done
[36] done,ac
[27] ac,portacabins
[27] portacabins,set

Top Replied-To
Top Replied-To in Entire Graph:
@flotus
@ncdcgov
@who
@realdonaldtrump
@ghmconline
@kkmputrajaya
@drkarenphd
@oms_afrique
@vinodsharmaview
@saicharanjeet

Top Replied-To in G1:
@who
@meraindiaicmr
@umwalimu
@malarianomore
@alma_2030
@malarianomoreuk

Top Replied-To in G3:
@femint
@perestupinya

Top Replied-To in G5:
@ncdcgov
@sfhnigeria
@gajo_hussein
@mobilepunch
@fmohnigeria

Top Replied-To in G6:
@chetanparmar00
@gujarattfgp

Top Replied-To in G8:
@flotus
@realdonaldtrump
@drkarenphd
@tinyletta
@zev_dr
@draniarb
@jennyrachelpal
@joshua_gear
@trumpanhator2
@whitehouse

Top Replied-To in G9:
@thelancet

Top Replied-To in G10:
@vinodsharmaview
@arvindkejriwal
@mohfw_india
@drsanjivudf
@asthasaxena88
@saicharanjeet

Top Mentioned
Top Mentioned in Entire Graph:
@laurie_garrett
@who
@malarianomoreuk
@frischknechtlab
@malariamustdie
@endmalaria
@chetanparmar00
@gujarattfgp
@unam_biomedlab
@fmohnigeria

Top Mentioned in G1:
@malarianomoreuk
@malariamustdie
@who
@endmalaria
@palonsomalaria
@melissa_a_penny
@eib
@antivec
@ecrmalaria
@eu_commission

Top Mentioned in G2:
@info4america
@himmoderator
@hampie15
@jordan9ja
@traveling_89
@quick_med
@kamlesm
@omeopatiasimoh
@mcdotson
@schestowitz

Top Mentioned in G3:
@frischknechtlab
@elenagomezdiaz
@doctorbaz
@pcr_guy
@dilipusg
@burnetinstitute
@plospathogens
@deakinmedicine
@impactdeakin
@striepenlab

Top Mentioned in G4:
@laurie_garrett

Top Mentioned in G5:
@fmohnigeria
@sfhernest
@sfhgfmalariapr1
@nmepnigeria
@nighealthwatch
@sfhnigeria
@ozor_lynda
@jcffoundation
@lsmoh

Top Mentioned in G6:
@chetanparmar00
@gujarattfgp
@rajnishsagathi1
@pharmcovid19
@who
@mygovindia
@rajbhatt1967
@janak_suthar
@gujhfwdept

Top Mentioned in G7:
@trendsparasitol
@llinaslab
@biorxivpreprint
@hostmicrobe
@harrysutton93
@ian_cockburn
@kemri_wellcome
@zambonilab
@trendsimmuno
@allyeko

Top Mentioned in G8:
@realdonaldtrump
@potus
@flotus
@vijaykarnataka
@hpkonemanevk
@nytimes
@who
@sierra_amv
@abc
@fema

Top Mentioned in G9:
@mardagaori
@zembla
@thelancet
@el_pais
@emiliodebenito
@nejm
@who
@lstmnews
@covid19
@mrmehramd

Top Mentioned in G10:
@dermatdoc
@drharshvardhan
@arvindkejriwal
@mohfw_india
@officialdmrc
@godrejgoodgreen
@nvbdcpmohfw
@ashwinikchoubey
@dr_arunkgupta
@vinodsharmaview

Top Tweeters
Top Tweeters in Entire Graph:
@venezolanonews
@gidi_traffic
@nilimajumder
@schestowitz
@demian_yexil
@rosstell
@eddarrell
@guardian
@femtech_
@business

Top Tweeters in G1:
@nilimajumder
@eddarrell
@guardian
@viralvm69
@caring_mobile
@huffpostuk
@allafrica
@france
@redaccionmedica
@monitor_ph

Top Tweeters in G2:
@venezolanonews
@schestowitz
@callstadt
@outlookindia
@carlesdijous
@periodicohoy
@newsneus
@traveling_89
@suvarnanewstv
@khaleejtimes

Top Tweeters in G3:
@eldiarioes
@trumwill
@gmartinezmolina
@fchasteland
@sergioefe
@malenaldavez
@usponline
@nycuratrix
@plaza_bickle
@agencia_sinc

Top Tweeters in G4:
@baronianconsult
@redboybroken
@laura78703
@evcoc54
@januaryhandl
@deborahalcorn
@cynicalvision50
@wildwestpie
@momrovin
@finafyr

Top Tweeters in G5:
@daily_trust
@mobilepunch
@africaupdates
@cnn
@abdoul_official
@tvcconnect
@kingehizojie
@iamkristil
@channelstv
@thisdaylive

Top Tweeters in G6:
@yagnesh83
@mygovindia
@rakesh71103394
@hiteshrx
@mistrymukesh143
@rajbhatt1967
@rajeshdave16185
@mukeshb32116430
@ronakkamani
@iamsinglasumit

Top Tweeters in G7:
@biorxivpreprint
@calzole
@dukeu
@unimelb
@columbia
@cellpressnews
@uniofoxford
@cartalop
@jovejournal
@edctp

Top Tweeters in G8:
@nytimes
@snw106
@wernerkeil
@abc
@zeitonline
@rzeczpospolita
@drlee4america
@fluglehrer
@vijaykarnataka
@idahoroadapple

Top Tweeters in G9:
@gidi_traffic
@el_pais
@dulfera
@nuriasanz5
@yvanlunzen
@charlotte9999
@skepticafro
@uid_
@janriezenkamp
@larssorensen

Top Tweeters in G10:
@airnewsalerts
@ddnewslive
@manipalblog
@pti_news
@sweetcookiesme
@incindia
@devladpura
@hemantrajora_
@tikulli
@mohfw_india


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