#malaria, Twitter, 1/16/2023 5:27:21 AM, 288150


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#malaria_2023-01-15_21-15-00.xlsx
#malaria_2023-01-15_21-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2023
Short Description:
#malaria via NodeXL https://bit.ly/3CMZ4Z2
@who
@gatesfoundation
@meraindiaicmr
@ecobiotraps
@mohfw_india
@mesamalaria
@globalfund
@indiakravmaga
@globalvectorhub
@narendramodi

Top hashtags:
#malaria
#hiv
#dengue
#africa
#tuberculosis
#worldmalariareport
#tb
#covid19

Description:
Description
The graph represents a network of 4,214 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 05:20 UTC.

The tweets in the network were tweeted over the 2038-day, 15-hour, 37-minute period from Saturday, 17 June 2017 at 09:15 UTC to Monday, 16 January 2023 at 00:52 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 : 4214
Unique Edges : 2835
Edges With Duplicates : 8593
Total Edges : 11428
Number of Edge Types : 9
Retweet : 3439
MentionsInRetweet : 4817
Quote : 130
MentionsInQuote : 172
Tweet : 966
Mentions : 1273
Replies to : 210
MentionsInReplyTo : 417
MentionsInQuoteReply : 4
Self-Loops : 1316
Reciprocated Vertex Pair Ratio : 0.0295229522952295
Reciprocated Edge Ratio : 0.0573526840356706
Connected Components : 544
Single-Vertex Connected Components : 319
Maximum Vertices in a Connected Component : 2429
Maximum Edges in a Connected Component : 7935
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.580539
Graph Density : 0.000322132175918077
Modularity : 0.459149
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,214 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 05:20 UTC.

The tweets in the network were tweeted over the 2038-day, 15-hour, 37-minute period from Saturday, 17 June 2017 at 09:15 UTC to Monday, 16 January 2023 at 00:52 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:
[61] https://twitter.com/ManualOMedicine/status/1613183934166335488/photo/1
[16] https://allafrica.com/stories/202301070020.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Aaans%3Aabkwtb
[14] http://outbreaknewstoday.com/mexico-malaria-outbreak-reported-in-oaxaca-37606/
[13] https://elpais.com/planeta-futuro/2022-12-27/un-super-mosquito-invasor-introduce-la-malaria-en-urbes-africanas.html?ssm=TW_CC
[13] https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2022
[12] https://www.cell.com/trends/parasitology/current
[12] https://borkena.com/2022/12/28/malaria-ethiopian-scientists-and-team-report-a-breakthrough-fight-against-malaria/
[11] https://www.weforum.org/agenda/2022/12/countries-managed-malaria-threats-2021-global-health
[10] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[10] https://www.telegraph.co.uk/global-health/science-and-disease/why-malaria-parasite-may-getting-tougher-time/

Top URLs in Tweet in G1:
[12] 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
[8] https://express.adobe.com/page/seO2HwMj7tOs7/
[7] https://www.who.int/news/item/08-12-2022-despite-continued-impact-of-covid-19--malaria-cases-and-deaths-remained-stable-in-2021
[5] https://www.telegraph.co.uk/global-health/science-and-disease/why-malaria-parasite-may-getting-tougher-time/
[4] https://globalfund.exposure.co/krystals-fight-surviving-malaria-as-a-child-to-combat-the-disease-every-day-as-a-scientist
[4] https://twitter.com/hanniepower/status/1608607472780206083/photo/1
[4] https://twitter.com/MalariaYouthKE/status/1613066034222612480/photo/1
[4] https://twitter.com/EsteeTorok/status/1612830302254297088/photo/1
[4] http://www.mesamalaria.org/mesa-track

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
[1] https://www.tagesspiegel.de/wissen/corona-experte-drosten-nach-meiner-einschatzung-ist-die-pandemie-vorbei-9089959.html
[1] https://twitter.com/Unvernunft2/status/1607664673545129984?t=uvM4pUFfOHS1_EUL5Q8skQ&s=19
[1] https://de.m.wikipedia.org/wiki/Endemie
[1] https://twitter.com/Unvernunft2/st

Top URLs in Tweet in G3:
[10] 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/
[6] https://quild.net/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/
[4] https://twitter.com/TAJPHARMACEUTI1/status/1613882331651264513/photo/1
[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

Top URLs in Tweet in G4:
[4] https://twitter.com/icipe/status/1613913605719883778/photo/1
[1] https://twitter.com/MedAccessUK/status/1600838754251395072
[1] https://open.spotify.com/episode/1ZjDbrluJcOCXUtSPC7OIt?si=aW2PnjyOThyU9ZYs333DBQ
[1] https://twitter.com/Rotary/status/1603836195825385481/photo/1
[1] https://www.rotary.org/en/community-cure?utm_campaign=&utm_medium=social&utm_profile=Rotary&utm_source=twitter
[1] https://academicpositions.harvard.edu/postings/11979

Top URLs in Tweet in G5:
[12] http://outbreaknewstoday.com/mexico-malaria-outbreak-reported-in-oaxaca-37606/
[9] https://www.iddo.org/news/join-us-3-february-webinar-radical-cure-vivax-malaria-can-we-do-better
[8] https://mailchi.mp/wwarn/m2burxh9a3
[4] https://www.wwarn.org/news/news-articles/meta-analysis-informed-updated-who-guidelines-treatment-uncomplicated-malaria
[4] https://twitter.com/GroupMappers/status/1604735845076197377/photo/1
[3] http://22UAy.DE
[3] http://outbreaknewstoday.com/panama-reports-first-malaria-death-of-2022-in-guna-yala-region-54062/
[3] https://twitter.com/loyingru/status/1613779459668348929/photo/1
[3] https://ecobiotraps.com
[2] https://mailchi.mp/6d4350ee7857/2022-december-newsletter

Top URLs in Tweet in G6:
[6] https://borkena.com/2022/12/28/malaria-ethiopian-scientists-and-team-report-a-breakthrough-fight-against-malaria/
[2] https://twitter.com/FikreJesus/status/1614630174892367873/photo/1
[2] https://twitter.com/dessalegnmanaye/status/1608322669077839873/photo/1
[1] https://twitter.com/tesfanews/status/1611412787644735488/photo/1
[1] https://shabait.com/2023/01/13/tracking-malaria-trends-and-progress-amidst-a-host-of-challenges/
[1] https://twitter.com/shaebiaeritrea2/status/1613901682571710464/photo/1

Top URLs in Tweet in G7:
[9] https://www.cell.com/trends/parasitology/current
[4] https://twitter.com/Fredros_Inc/status/1611863350354542592/photo/1
[3] http://www.sciencedirect.com/science?_ob=GatewayURL&_origin=AUTHORALERT&_method=citationSearch&_piikey=S1471492222002793&_version=1&md5=4e21b8df5247ddc9306514c4a4a27480
[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://resjournals.onlinelibrary.wiley.com/doi/10.1111/mve.12622
[2] https://twitter.com/Fredros_Inc/status/1612060450220392449
[1] http://www.sciencedirect.com/science/authShare/S1471492222003117/20230113T210800Z/1?md5=a5f135528e2003d26407cdac19d2c65e&dgcid=author

Top URLs in Tweet in G8:
[4] https://twitter.com/bmcbbsr/status/1604164065294589953/photo/1
[4] https://twitter.com/Em_meht/status/1613072315746770945/photo/1
[3] https://twitter.com/ubHumane/status/1602574653104398336/photo/1
[3] https://twitter.com/ubHumane/status/1602571305274015745/photo/1
[3] https://twitter.com/ubHumane/status/1602574887826165760/photo/1
[3] https://twitter.com/ubHumane/status/1602576231790252033/photo/1
[3] https://twitter.com/ubHumane/status/1602576347758563328/photo/1
[3] https://twitter.com/ubHumane/status/1602572509794242563/photo/1
[3] https://twitter.com/ubHumane/status/1602570785469538304/photo/1
[3] https://twitter.com/ubHumane/status/1602571730060558336/photo/1

Top URLs in Tweet in G9:
[4] https://twitter.com/wirejames/status/1607595605735391235/photo/1
[3] https://www.youtube.com/watch?v=uwibfo3zEdk&feature=youtu.be

[2] https://twitter.com/USAmbUganda/status/1613933965038985217/photo/1
[1] https://twitter.com/WHOAFRO/status/1602650020947398657/photo/1
[1] https://twitter.com/WHOAFRO/status/1601849528889532416/photo/1
[1] https://twitter.com/WHOAFRO/status/1602652301084205057/photo/1
[1] https://twitter.com/WHOAFRO/status/1604114736324509697/photo/1
[1] https://twitter.com/USAmbUganda/status/1613933960324685826/photo/1
[1] https://twitter.com/WHO_Zimbabwe/status/1612475158056386561/photo/1
[1] https://twitter.com/wirejames/status/1603706142508597248/video/1

Top URLs in Tweet in G10:
[1] https://twitter.com/ChhattisgarhCMO/status/1597245226443165696/video/1
[1] https://twitter.com/ChhattisgarhCMO/status/1609242744257642496/video/1
[1] https://www.dailypioneer.com:443/2022/state-editions/malaria-free-c---garh-campaign--api-0-92.html
[1] https://twitter.com/PioneerRaipur/status/1608720047568203777/photo/1
[1] https://twitter.com/ChhattisgarhCMO/status/1603709801829060609

Top Domains
Top Domains in Tweet in Entire Graph:
[1333] twitter.com
[51] nih.gov
[48] youtube.com
[36] who.int
[28] mesamalaria.org
[27] nature.com
[24] elpais.com
[23] sciencedirect.com
[19] biomedcentral.com
[18] outbreaknewstoday.com

Top Domains in Tweet in G1:
[294] twitter.com
[33] nih.gov
[29] who.int
[27] mesamalaria.org
[14] isglobal.org
[11] youtube.com
[11] adobe.com
[11] weforum.org
[9] biomedcentral.com
[9] bohemiaconsortium.org

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

Top Domains in Tweet in G3:
[226] twitter.com
[14] quild.net
[12] nih.gov
[10] amazon.de
[8] youtube.com
[8] amazon.com
[7] blogspot.com
[6] nature.com
[5] lastampa.it
[4] com.br

Top Domains in Tweet in G4:
[6] twitter.com
[1] spotify.com
[1] rotary.org
[1] harvard.edu

Top Domains in Tweet in G5:
[70] twitter.com
[16] outbreaknewstoday.com
[10] mailchi.mp
[10] iddo.org
[9] malariaworld.org
[8] wwarn.org
[5] thelancet.com
[4] sciencedirect.com
[3] 22uay.de
[3] ecobiotraps.com

Top Domains in Tweet in G6:
[6] twitter.com
[6] borkena.com
[1] shabait.com

Top Domains in Tweet in G7:
[31] twitter.com
[9] cell.com
[6] sciencedirect.com
[2] biomedcentral.com
[2] nature.com
[2] mmv.org
[2] wiley.com
[1] abtassociates.com
[1] zoom.us
[1] mesamalaria.org

Top Domains in Tweet in G8:
[51] twitter.com
[2] thehindu.com
[1] org.in
[1] telegraphindia.com
[1] gov.in
[1] punemirror.com

Top Domains in Tweet in G9:
[25] twitter.com
[3] youtube.com
[1] cdc.gov

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4006] malaria
[392] hiv
[122] dengue
[108] africa
[92] tuberculosis
[88] worldmalariareport
[87] tb
[86] covid19
[86] plasmodium
[86] endmalaria



Top Hashtags in Tweet in G1:
[1099] malaria
[75] worldmalariareport
[52] endmalaria
[43] plasmodium
[38] pneumonia
[35] tb
[35] globalhealth
[30] hiv
[30] malariafree
[27] mesatrack

Top Hashtags in Tweet in G2:
[362] malaria
[308] hiv
[49] endemisch
[2] covidisnotover
[2] corona
[2] drosten
[1] pandemie
[1] covid
[1] schwereschuld

Top Hashtags in Tweet in G3:
[462] malaria
[31] dengue
[24] health
[17] biontech
[16] fever
[15] mosquito
[13] covid19
[12] tuberculosis
[12] survey
[11] vaccine

Top Hashtags in Tweet in G4:
[195] malaria
[18] rotary
[1] podcast
[1] butaleja
[1] humanhealth
[1] research
[1] endmalaria
[1] job
[1] drugs
[1] vaccines

Top Hashtags in Tweet in G5:
[244] malaria
[13] vivax
[12] mexico
[12] oaxaca
[10] plasmodium
[10] antimalarialdrugresistance
[10] researchers
[9] laos
[8] vacancy
[8] postdoc

Top Hashtags in Tweet in G6:
[86] malaria
[78] sdgs
[58] eritrea
[6] ethiopian
[1] health
[1] eritreaprevails

Top Hashtags in Tweet in G7:
[91] malaria
[10] epidemiology
[9] seroprevalence
[9] anopheles
[7] stephensi
[7] africa
[5] plasmodium
[5] chatgpt
[4] infectiousdiseases
[4] dnm2ip

Top Hashtags in Tweet in G8:
[33] malaria
[30] dengue
[23] indians
[21] straydogs
[20] mosquitoes
[20] wildlife
[17] humanresources
[17] children
[13] terror
[13] scars

Top Hashtags in Tweet in G9:
[72] malaria
[33] africa
[8] covid19
[8] butaleja
[7] ebola
[4] southsudan
[4] uganda
[4] walk4health
[2] healthworkers
[2] drawtheline

Top Hashtags in Tweet in G10:
[48] malaria
[47] cgmodel
[40] chhattisgarh
[6] cgkekhushhaal4saal
[2] chhattisagrh
[1] health

Top Words
Top Words in Tweet in Entire Graph:
[4016] #malaria
[1010] malaria
[516] क
[484] more
[450] य
[437] million
[423] त
[392] #hiv
[361] health
[360] endemisch

Top Words in Tweet in G1:
[1101] #malaria
[306] malaria
[128] more
[126] year
[122] mesamalaria
[117] africa
[108] health
[107] global
[96] first
[95] children

Top Words in Tweet in G2:
[362] #malaria
[354] endemisch
[312] hhoeppe
[308] einfache
[308] sowas
[308] recht
[308] fakten
[308] indem
[308] mann
[308] ausspricht

Top Words in Tweet in G3:
[462] #malaria
[145] malaria
[78] क
[71] take
[68] pill
[47] र
[44] य
[43] त
[38] म
[36] forget

Top Words in Tweet in G4:
[208] gatesfoundation
[195] #malaria
[162] against
[162] major
[161] people
[161] powerful
[161] fight
[161] access
[161] more
[161] millions

Top Words in Tweet in G5:
[243] #malaria
[85] malaria
[75] wwarn
[68] vivax
[54] cure
[47] radical
[38] more
[36] iddonews
[35] clinical
[33] morubkk

Top Words in Tweet in G6:
[86] #malaria
[78] health
[78] those
[78] themselves
[78] kudos
[78] dedicate
[78] communities
[78] selflessly
[78] safety
[78] #sdgs

Top Words in Tweet in G7:
[91] #malaria
[45] fredros_inc
[28] control
[23] vector
[19] global
[18] africa
[18] eliminating
[17] trendsparasitol
[17] gene
[13] technologies

Top Words in Tweet in G8:
[38] क
[33] #malaria
[30] म
[30] #dengue
[23] य
[23] #indians
[22] स
[21] #straydogs
[20] spread
[20] #wildlife

Top Words in Tweet in G9:
[72] #malaria
[33] #africa
[33] commitment
[32] possible
[32] good
[32] ending
[32] need
[32] political
[30] funding
[30] strong

Top Words in Tweet in G10:
[345] क
[336] त
[331] य
[180] स
[176] र
[174] म
[160] रह
[128] छत
[128] सगढ
[85] मल

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

Top Word Pairs in Tweet in G1:
[49] deputy,director
[46] #malaria,vaccine
[44] #malaria,cases
[42] first,#malaria
[38] first,28
[38] fight,against
[38] past,first
[38] 28,days
[37] diseases,diarrhoea
[37] children,survive

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

Top Word Pairs in Tweet in G3:
[69] take,#malaria
[68] #malaria,pill
[34] forget,take
[34] remember,take
[34] pill,hope
[21] र,य
[18] क,त
[18] छत,त
[18] त,सगढ
[15] मल,र

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

Top Word Pairs in Tweet in G5:
[47] radical,cure
[43] vivax,#malaria
[42] cure,vivax
[25] clinical,trial
[20] trial,data
[20] higher,doses
[20] #malaria,found
[20] using,wwarn
[20] wwarn,hosted
[20] research,using

Top Word Pairs in Tweet in G6:
[78] themselves,ensuring
[78] kudos,those
[78] safety,communities
[78] selflessly,dedicate
[78] ensuring,health
[78] health,safety
[78] communities,#sdgs
[78] those,selflessly
[78] dedicate,themselves
[78] #sdgs,#malaria

Top Word Pairs in Tweet in G7:
[18] eliminating,#malaria
[12] spectroscopy,#malaria
[12] analyses,eliminating
[12] team's,advances
[12] phd,improving
[12] surveillance,mwanga
[12] african,conversations
[12] happy,team's
[12] design,vector
[12] using,ai

Top Word Pairs in Tweet in G8:
[21] #malaria,#dengue
[20] #straydogs,killing
[20] #mosquitoes,spread
[20] killing,#wildlife
[20] spread,#malaria
[17] murdering,#humanresources
[17] #humanresources,#children
[15] #children,#indians
[13] #scars,#dogpoops
[13] #terror,#scars

Top Word Pairs in Tweet in G9:
[32] #malaria,good
[32] political,commitment
[32] #africa,possible
[32] ending,#malaria
[32] good,#africa
[32] possible,need
[32] need,political
[30] sustained,funding
[30] funding,strong
[30] commitment,sustained

Top Word Pairs in Tweet in G10:
[164] क,त
[128] छत,त
[128] त,सगढ
[128] र,य
[123] म,क
[85] मल,र
[82] य,म
[82] सगढ,अभ
[82] अभ,य
[82] त,छत

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

Top Replied-To in G1:
@drtedros
@dozcog
@calvintheicon
@nighealthwatch
@malariagenomics
@globalfund
@pmigov
@kenyanbynature
@malarianomore
@abtassociates

Top Replied-To in G2:
@marcobuschmann
@mbthemaskedone
@andreasharder
@leseerlaubnis

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

Top Replied-To in G7:
@usaidtanzania

Top Replied-To in G8:
@upgovt
@redefiningaw
@mumbaimatterz
@pkag123
@the_hindu
@pib_india
@ttindia
@narendrapatil63
@ghaziabad365
@tevarinkural

Top Replied-To in G9:
@akeda4
@trustzim
@whitehouse

Top Mentioned
Top Mentioned in Entire Graph:
@hhoeppe
@gatesfoundation
@who
@mesamalaria
@globalfund
@chhattisgarhcmo
@endmalaria
@fikrejesus
@manualomedicine
@bloodsparasites

Top Mentioned in G1:
@who
@mesamalaria
@globalfund
@endmalaria
@malariayouthke
@bloodsparasites
@isglobalorg
@medsformalaria
@gavi
@pmigov

Top Mentioned in G2:
@hhoeppe
@sbamueller
@c_drosten
@marcobuschmann
@tagesspiegel
@andreasharder

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

Top Mentioned in G4:
@gatesfoundation
@philipwelkhoff
@rotary
@icipe
@esteetorok
@selectscience
@wirejames
@chiananadou
@harvardiid
@broadinstitute

Top Mentioned in G5:
@wwarn
@iddonews
@morubkk
@who
@bactiman63
@tropmedoxford
@nhmrc
@malariaworld
@meraindiaicmr
@bipinadhikar

Top Mentioned in G6:
@fikrejesus
@tesfanews
@dessalegnmanaye
@shaebiaeritrea2

Top Mentioned in G7:
@fredros_inc
@trendsparasitol
@paulcdjo
@ifakarahealth
@eahemms
@ayman_arbovirus
@mesamalaria
@pasteuredu
@vaccinologist
@bloodsparasites

Top Mentioned in G8:
@narendramodi
@ubhumane
@abi_vanak
@moefcc
@mybmc
@mohfw_india
@anyadoc
@pmoindia
@mybmcwardgn
@mybmcwarda

Top Mentioned in G9:
@whoafro
@who_zimbabwe
@whorwanda
@minofhealthug
@wirejames
@usambuganda
@janeruth_aceng
@cdcglobal
@usmissionuganda
@whouganda

Top Mentioned in G10:
@chhattisgarhcmo
@healthcggov
@bhupeshbaghel
@dprchhattisgarh
@ts_singhdeo
@pioneerraipur
@dantewadadist
@sukmadist
@narayanpurdist

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@telesurtv
@geoffrey_payne
@zolangegonzalez
@alcinodoliveira
@bob_stinson1234
@alicate13
@seriousspidey
@periscopeislit
@business

Top Tweeters in G1:
@bob_stinson1234
@suekhi
@markplackett1
@anas_erindra
@remirol1956
@lesechos
@colleenmmck618
@patrickmajor56
@evelynspring8
@rfi

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

Top Tweeters in G3:
@foxnews
@ians_india
@peninsulaqatar
@chabis_ch
@sandeshnews
@_tosin
@travelcomments
@imirante
@acritica
@bbcr6musicbot

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

Top Tweeters in G5:
@nationafrica
@ml_tweet_bot
@channelnewsasia
@basuashis
@barbvee
@drjudystone
@gurdur
@nyambaremph
@legalezra
@dominicdsmith

Top Tweeters in G6:
@azmera21017243
@tablezh
@ambstesfamariam
@tesfazgiyemane
@et_elias_et
@berhane02736248
@merkeb90634556
@eritreawit3
@fre4glstsegay
@girmai87666844

Top Tweeters in G7:
@behavecolpapers
@a_opondo
@coloradostateu
@drweyoms
@fredros_inc
@andreaadlerphd
@kaust_news
@adah_eneojo
@sammynjie
@ariefwi48645487

Top Tweeters in G8:
@the_hindu
@lokmat
@pib_india
@bjp4india
@ndtvindia
@ttindia
@upgovt
@ravikaimal
@ghaziabad365
@mohfw_india

Top Tweeters in G9:
@ntvuganda
@mtnug
@anaabot
@ilonakickbusch
@mutebwal
@worldforworld
@engkaruru
@bimbola25
@drotileug
@africaconsumers

Top Tweeters in G10:
@jagdish69914128
@kishan30423282
@afzalraipuricg
@sojournofhsitas
@iycrajnandgaon
@dhamtaridist
@panigrahiyogesh
@abhishekpatre09
@jashpurdist
@chhattisgarhcmo