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#malaria_2017-06-19_02-34-11.xlsx
#malaria_2017-06-19_02-34-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2017
Short Description:
#malaria via NodeXL http://bit.ly/2sGBhXG
@msf
@whoafro
@eddarrell
@umdigh
@mohfw_india
@aplma_malaria
@link_lshtm
@malariavaccine

Description:
Description
The graph represents a network of 2,767 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, 19 June 2017 at 09:36 UTC.

The requested start date was Monday, 19 June 2017 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, 11-hour, 20-minute period from Monday, 05 June 2017 at 00:15 UTC to Sunday, 18 June 2017 at 11:35 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 : 2767
Unique Edges : 3619
Edges With Duplicates : 1366
Total Edges : 4985
Self-Loops : 1180
Reciprocated Vertex Pair Ratio : 0.0207581227436823
Reciprocated Edge Ratio : 0.0406719717064545
Connected Components : 503
Single-Vertex Connected Components : 277
Maximum Vertices in a Connected Component : 1588
Maximum Edges in a Connected Component : 3285
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.954824
Graph Density : 0.00044332530826984
Modularity : 0.646523
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[62] http://www.afro.who.int/en/media-centre/afro-feature/item/9699-more-women-are-receiving-preventive-medicine-for-malaria-during-pregnancy-in-africa.html
[49] http://naturalnews.com/2017-05-08-mainstream-media-pushing-malaria-vaccine-while-refusing-to-mention-that-wormwood-herb-has-a-100-cure-rate-for-malaria.html
[32] http://www.afro.who.int/en/malaria/world-malaria-day/5177-world-malaria-day-2017.html
[24] http://www.ncbi.nlm.nih.gov/pubmed/25046315
[22] https://revistageneticamedica.com/2017/06/08/genetica-y-malaria/
[21] http://blogs.worldbank.org/opendata/2017-atlas-sustainable-development-goals-new-visual-guide-data-and-development?CID=DEC_TT_data_EN_EXT
[17] http://theconversation.com/deforestation-and-malaria-whats-the-relationship-between-the-two-78950?utm_content=buffer74801&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[17] http://hivinfo4mm.org/slick-video/
[16] https://phys.org/news/2017-06-genetic-technique-potential-drug-malaria.html#provider_moreover
[16] http://news.nationalgeographic.com/2017/06/vibrio-zika-west-nile-malaria-diseases-spreading-climate-change/

Top URLs in Tweet in G1:
[9] http://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1002320&utm_source=Global%20Health%20NOW%20Main%20List&utm_campaign=726cd5dca3-EMAIL_CAMPAIGN_2017_06_13&utm_medium=email&utm_term=0_8d0d062dbd-726cd5dca3-872823
[9] http://www.healio.com/infectious-disease/vaccine-preventable-diseases/news/online/%7Be9305725-07d5-476a-8037-5cc71e8d705e%7D/first-in-human-study-will-test-novel-malaria-vaccine-approach
[8] http://www.access-smc.org/news/nigeria-reaffirms-its-commitment-to-scale-up-smc
[8] http://blogs.worldbank.org/opendata/2017-atlas-sustainable-development-goals-new-visual-guide-data-and-development?CID=DEC_TT_data_EN_EXT
[7] http://www.npr.org/sections/goatsandsoda/2017/06/10/532112258/the-best-and-worst-places-to-be-a-kid
[7] https://pmi.gov/report
[6] http://www.thelancet.com/journals/langlo/article/PIIS2214-109X%2817%2930185-7/fulltext#.WTlR_N_glVc.twitter
[6] https://phys.org/news416759209.html
[5] https://www.mmv.org/newsroom/press-releases/three-mmv-supported-antimalarials-listed-essential-medicines
[5] https://qz.com/980087/african-scientists-are-starting-to-benefit-from-big-data-analysis/?utm_content=buffer4e043&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[6] http://naturalnews.com/2017-05-08-mainstream-media-pushing-malaria-vaccine-while-refusing-to-mention-that-wormwood-herb-has-a-100-cure-rate-for-malaria.html
[4] http://shop4charities.org
[4] http://isanidad.com/89183/estudio-descubre-que-la-malaria-sigue-danando-el-hueso-tras-eliminarse-la-infeccion/?platform=hootsuite
[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.sciencedaily.com/releases/2017/06/170602143755.htm
[3] http://www.dnaindia.com/delhi/report-first-phase-of-malaria-vaccine-trials-end-2462809
[3] https://twitter.com/i/web/status/873180459479384064
[3] http://www.bbc.com/news/health-39666132
[3] http://www.eletriccafe.com.br/tw/Malaria!%20-%20Kaltes%20Klares%20Wasser.php
[3] https://thesolidbarcompany.com/blogs/rebeccas-blogs/110692742-male-or-female-can-you-tell-the-difference

Top URLs in Tweet in G3:
[12] http://www.huffingtonpost.in/jayeeta-chowdhury/why-8-of-indias-population-accounts-for-46-of-the-total-malar_a_22075101/?utm_content=bufferd88f9&utm_medium=twitter&utm_source=social&utm_campaign=general
[2] http://www.afro.who.int/en/media-centre/afro-feature/item/9699-more-women-are-receiving-preventive-medicine-for-malaria-during-pregnancy-in-africa.html
[2] https://timpanogos.wordpress.com/ddt-chronicles-at-millard-fillmores-bathtub/
[2] http://edition.cnn.com/2017/06/09/health/naled-motor-skills-babies/index.html
[2] http://www.umbriaon.it/terni-con-bill-gates-contro-la-malaria/
[1] https://twitter.com/i/web/status/876216339962236930
[1] http://www.irishtimes.com/business/innovation/baldness-trumps-malaria-funding-shows-something-out-of-kilter-1.3109417#.WTmhU8ujfxM.twitter
[1] via
[1] https://twitter.com/IrishTimesBiz/status/873843567160152065
[1] https://twitter.com/FightingMalaria/status/874703169317687296

Top URLs in Tweet in G4:
[9] https://www.biomedcentral.com/collections/actnow
[2] http://www.irishtimes.com/business/innovation/baldness-trumps-malaria-funding-shows-something-out-of-kilter-1.3109417#.WTmhU8ujfxM.twitter
[2] via
[1] https://twitter.com/i/web/status/875315221341937668
[1] https://twitter.com/i/web/status/867443587524419584
[1] https://twitter.com/i/web/status/870367097305448448
[1] https://twitter.com/i/web/status/856872678279532545
[1] https://twitter.com/i/web/status/873969586957201408
[1] https://twitter.com/i/web/status/874660394480025600
[1] http://idealog.co.nz/tech/2017/05/how-innovative-tech-helping-msf-save-lives-around-world

Top URLs in Tweet in G5:
[51] http://www.afro.who.int/en/media-centre/afro-feature/item/9699-more-women-are-receiving-preventive-medicine-for-malaria-during-pregnancy-in-africa.html
[23] http://www.afro.who.int/en/malaria/world-malaria-day/5177-world-malaria-day-2017.html
[10] http://apps.who.int/iris/bitstream/10665/252038/1/9789241511711-eng.pdf?ua=1
[4] https://agencia.fiocruz.br/conferencia-sobre-malaria-reunira-pesquisadores-em-manaus?utm_source=Twitter&utm_medium=AFN&utm_campaign=campaign&utm_term=term&utm_content=content
[2] http://www.afro.who.int/en/malaria.html
[2] http://www.newsweek.com/malaria-vaccine-588723?utm_content=buffer09b25&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://paper.li/ingrx/1388182776?edition_id=47336600-5086-11e7-a9d5-002590a5ba2d
[1] https://twitter.com/i/web/status/870640660533178368
[1] https://twitter.com/i/web/status/870659864061726720
[1] https://twitter.com/i/web/status/872428834431397889

Top URLs in Tweet in G6:
[2] http://www.afro.who.int/en/media-centre/afro-feature/item/9699-more-women-are-receiving-preventive-medicine-for-malaria-during-pregnancy-in-africa.html
[1] https://twitter.com/i/web/status/873180459479384064
[1] https://twitter.com/unicefsl/status/869839578395549697
[1] https://twitter.com/i/web/status/869839578395549697
[1] https://twitter.com/i/web/status/873826147167076354

Top URLs in Tweet in G7:
[16] http://news.nationalgeographic.com/2017/06/vibrio-zika-west-nile-malaria-diseases-spreading-climate-change/
[4] http://www.utsa.edu/biology/event/
[2] http://www.npr.org/sections/goatsandsoda/2016/01/30/464740275/whats-the-best-way-to-keep-mosquitoes-from-biting
[2] https://academic.oup.com/cid/article-abstract/doi/10.1093/cid/cix520/3860209/On-taking-a-different-routean-unlikely-case-of?redirectedFrom=fulltext
[1] https://twitter.com/i/web/status/875746556573515780
[1] https://twitter.com/i/web/status/875539224753262592
[1] https://twitter.com/i/web/status/874619670732697604
[1] http://newyork.cbslocal.com/2017/06/01/laguardia-airport-mosquitoes/
[1] http://www.orlandosentinel.com/health/os-zika-scott-roundtables-orlando-20170530-story.html
[1] http://time.com/?p=4200851

Top URLs in Tweet in G8:
[16] http://theconversation.com/deforestation-and-malaria-whats-the-relationship-between-the-two-78950?utm_content=buffer74801&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] http://www.newvision.co.ug/new_vision/news/1455617/warmer-climate-threatens-malaria-spread-ethiopia?utm_source=Global+Health+NOW+Main+List&utm_campaign=2f2d457c72-EMAIL_CAMPAIGN_2017_06_14&utm_medium=email&utm_term=0_8d0d062dbd-2f2d457c72-2815601
[7] http://www.thelancet.com/journals/langlo/issue/current
[6] https://southernafrican.news/2017/06/09/bilharzia-a-deadly-and-neglected-disease/
[4] http://www.mambolook.com/climate
[4] http://www.newvision.co.ug/new_vision/news/1455617/warmer-climate-threatens-malaria-spread-ethiopia
[4] http://www.newvision.co.ug/new_vision/news/1455617/warmer-climate-threatens-malaria-spread-ethiopia?utm_term=0_8d0d062dbd-2f2d457c72-872635&utm_content=buffer54e0f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#sthash.4KO0nRxI.dpuf
[4] https://medicalxpress.com/news/2017-06-bone-loss-hidden-pathology-malaria.html?utm_content=buffer9da0d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.france24.com/en/20170615-warmer-climate-threatens-malaria-spread-ethiopia-study
[2] https://www.independent.co.ug/warmer-climate-threatens-malaria-spread-ethiopia/

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/876191570470596608
[1] https://twitter.com/i/web/status/876126353736830977
[1] https://twitter.com/i/web/status/876128850417242112
[1] https://twitter.com/i/web/status/872038118681178112
[1] https://www.instagram.com/p/BVQSpSrgkcr/

Top URLs in Tweet in G10:
[17] http://hivinfo4mm.org/slick-video/
[8] http://www.thecitizen.co.tz/News/How-Ifakara-Research-Institute-pioneers-anti-malaria-innovation/1840340-3955000-1ed2na/index.html
[3] http://www.ghananewsagency.org/health/malaria-cases-declining-in-ghana-117499
[3] https://twitter.com/GlobalFund/status/870246016242647041
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Farticle%2FPIIS2214-109X%2817%2930220-6%2Ffulltext&rc=0&code=lancet-site
[2] http://www.afro.who.int/en/media-centre/afro-feature/item/9699-more-women-are-receiving-preventive-medicine-for-malaria-during-pregnancy-in-africa.html
[2] http://www.who.int/mediacentre/factsheets/fs094/en/
[2] http://www.who.int/mediacentre/news/releases/2017/world-malaria-day/en/
[2] http://paper.li/saguirresoto/1334511279?edition_id=ced44c30-51f0-11e7-b4c4-0cc47a0d1605
[2] https://www.medisieve.com/the-device

Top Domains
Top Domains in Tweet in Entire Graph:
[539] twitter.com
[128] who.int
[94] thesolidbarcompany.com
[49] naturalnews.com
[47] google.com
[43] plos.org
[41] sciencemag.org
[38] paper.li
[35] theconversation.com
[32] medicalxpress.com

Top Domains in Tweet in G1:
[80] twitter.com
[20] plos.org
[17] who.int
[14] healio.com
[9] biomedcentral.com
[8] mmv.org
[8] access-smc.org
[8] pmi.gov
[8] worldbank.org
[7] eurekalert.org

Top Domains in Tweet in G2:
[106] twitter.com
[94] thesolidbarcompany.com
[8] sciencedaily.com
[7] fb.me
[6] naturalnews.com
[5] sciencemag.org
[5] dnaindia.com
[5] youtube.com
[5] isanidad.com
[5] medicinesinpregnancy.org

Top Domains in Tweet in G3:
[37] twitter.com
[12] huffingtonpost.in
[6] wordpress.com
[4] umbriaon.it
[2] who.int
[2] scienceblogs.com
[2] cnn.com
[1] irishtimes.com
[1] blogs.com
[1] crookedtimber.org

Top Domains in Tweet in G4:
[9] biomedcentral.com
[8] twitter.com
[2] plos.org
[2] irishtimes.com
[1] co.nz
[1] nih.gov
[1] bloomberg.org

Top Domains in Tweet in G5:
[88] who.int
[11] twitter.com
[4] fiocruz.br
[3] paper.li
[2] newsweek.com
[1] nhillfilms.com

Top Domains in Tweet in G6:
[4] twitter.com
[2] who.int

Top Domains in Tweet in G7:
[16] nationalgeographic.com
[10] twitter.com
[4] utsa.edu
[2] npr.org
[2] oup.com
[1] cbslocal.com
[1] orlandosentinel.com
[1] time.com
[1] theconversation.com
[1] newsweek.com

Top Domains in Tweet in G8:
[19] co.ug
[16] theconversation.com
[8] thelancet.com
[6] southernafrican.news
[4] mambolook.com
[4] medicalxpress.com
[3] discovermagazine.com
[3] twitter.com
[2] france24.com
[2] hs.fi

Top Domains in Tweet in G9:
[4] twitter.com
[1] instagram.com

Top Domains in Tweet in G10:
[22] twitter.com
[17] hivinfo4mm.org
[11] who.int
[8] co.tz
[3] ghananewsagency.org
[3] elsevierhealth.com
[2] paper.li
[2] medisieve.com
[2] aidforum.org
[1] statnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3763] malaria
[225] africa
[209] dengue
[200] zika
[176] health
[150] chikungunya
[137] mosquito
[129] killerdiseases
[101] noseeum
[101] repellent



Top Hashtags in Tweet in G1:
[692] malaria
[30] africa
[24] globalhealth
[23] knowlesi
[15] climatechange
[14] vaccine
[14] dengue
[11] vivax
[11] endmalaria
[11] ntds

Top Hashtags in Tweet in G2:
[442] malaria
[106] zika
[104] mosquito
[101] noseeum
[101] repellent
[98] bite
[98] bmrtg
[21] paludismo
[19] health
[15] mosquitoes

Top Hashtags in Tweet in G3:
[272] malaria
[126] health
[125] dengue
[125] chikungunya
[38] ddt
[20] ighiforum
[20] parasites
[7] leishmaniasis
[6] endmalaria
[4] rachelcarson

Top Hashtags in Tweet in G4:
[157] malaria
[111] killerdiseases
[14] innovation
[14] tech
[14] uav
[14] tablet
[14] inflatable
[14] hospital
[14] smartphone
[14] diagnosis

Top Hashtags in Tweet in G5:
[155] malaria
[77] africa
[51] pregnancy
[38] swaziland
[11] sdgs
[10] african
[10] whoahf
[4] globalhealth
[4] malária
[3] aids

Top Hashtags in Tweet in G6:
[95] malaria
[83] southsudan
[3] killerdiseases
[2] pregnancy
[2] africa

Top Hashtags in Tweet in G7:
[97] malaria
[74] zika
[32] dengue
[20] westnile
[19] climatechange
[14] muggen
[9] kids
[9] insects
[9] summer
[9] insecten

Top Hashtags in Tweet in G8:
[84] malaria
[16] climatechange
[13] ethiopia
[7] uhc
[7] whodg
[7] heartfailure
[7] twins
[7] schisto
[7] tb
[7] ncds

Top Hashtags in Tweet in G9:
[117] malaria
[36] ovsalud
[17] imt
[16] martesdemalaria
[16] venezuela
[7] bolívar
[1] oro

Top Hashtags in Tweet in G10:
[106] malaria
[33] artemisinin
[16] fake
[15] counterfeit
[15] resistance
[13] myanmar
[9] innovation
[7] technology
[7] rwanda
[7] chws

Top Words
Top Words in Tweet in Entire Graph:
[1355] Words in Sentiment List#1: Positive
[1607] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[58985] Non-categorized Words
[61947] Total Words
[4100] malaria
[324] more
[300] africa
[259] health
[253] mosquito

Top Words in Tweet in G1:
[737] malaria
[92] study
[89] new
[69] risk
[62] africa
[61] harvardmalaria
[61] aplma_malaria
[50] http
[46] take
[44] drug

Top Words in Tweet in G2:
[486] malaria
[118] mosquito
[107] zika
[103] bite
[101] noseeum
[101] repellent
[98] bmrtg
[95] bites
[94] female
[24] health

Top Words in Tweet in G3:
[275] malaria
[141] mohfw_india
[126] health
[126] impact
[125] diseases
[125] dengue
[125] chikungunya
[123] unclean
[123] environment
[123] leads

Top Words in Tweet in G4:
[162] malaria
[125] msf
[120] read
[116] 5
[111] killerdiseases
[111] minute
[111] one
[111] child
[111] under
[111] age

Top Words in Tweet in G5:
[156] malaria
[117] whoafro
[86] africa
[55] more
[51] women
[51] receiving
[51] preventive
[51] medicine
[51] during
[51] pregnancy

Top Words in Tweet in G6:
[95] malaria
[86] 5
[85] years
[83] unicefssudan
[83] southsudan
[83] 49
[83] lt
[82] supported
[82] treatment
[82] over

Top Words in Tweet in G7:
[98] malaria
[74] zika
[35] dengue
[20] westnile
[19] climatechange
[17] against
[16] altering
[16] geographic
[16] ranges
[16] diseases

Top Words in Tweet in G8:
[87] malaria
[19] calestous
[16] climatechange
[16] deforestation
[16] relationship
[16] between
[16] two
[14] warmer
[14] climate
[14] spread

Top Words in Tweet in G9:
[173] malaria
[78] imt_ucv
[66] ovsalud
[60] simposio
[56] tiempos
[56] cólera
[36] invitamos
[36] participar
[23] venezuela
[23] nuestro

Top Words in Tweet in G10:
[119] malaria
[37] drugs
[33] artemisinin
[30] counterfeit
[27] himmoderator
[23] fake
[20] resistance
[19] impact
[17] innovation
[17] myanmar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[217] 5,years
[149] malaria,dengue
[138] read,more
[136] malaria,read
[136] dengue,chikungunya
[135] dies,malaria
[131] such,malaria
[129] killerdiseases,minute
[129] minute,one
[129] one,child

Top Word Pairs in Tweet in G1:
[30] male,farmers
[30] take,malaria
[30] malaria,pill
[29] diseases,malaria
[27] farmers,malaysia
[27] malaria,vaccine
[26] knowlesi,malaria
[26] malaria,http
[24] risk,contracting
[23] new,study

Top Word Pairs in Tweet in G2:
[100] mosquito,bite
[100] zika,malaria
[98] bite,noseeum
[98] noseeum,bmrtg
[98] bmrtg,zika
[98] malaria,repellent
[94] female,bites
[94] bites,mosquito
[19] malaria,paludismo
[18] paludismo,enfermedad

Top Word Pairs in Tweet in G3:
[125] malaria,dengue
[125] dengue,chikungunya
[123] unclean,environment
[123] environment,leads
[123] leads,diseases
[123] diseases,such
[123] such,malaria
[123] chikungunya,adversely
[123] adversely,impact
[123] impact,health

Top Word Pairs in Tweet in G4:
[111] killerdiseases,minute
[111] minute,one
[111] one,child
[111] child,under
[111] under,age
[111] age,5
[111] 5,years
[111] years,dies
[111] dies,malaria
[111] malaria,read

Top Word Pairs in Tweet in G5:
[51] more,women
[51] women,receiving
[51] receiving,preventive
[51] preventive,medicine
[51] medicine,malaria
[51] malaria,during
[51] during,pregnancy
[51] pregnancy,africa
[49] whoafro,more
[48] africa,endmalariaforg

Top Word Pairs in Tweet in G6:
[85] 5,years
[83] southsudan,49
[83] 49,lt
[83] lt,5
[82] unicefssudan,supported
[82] supported,malaria
[82] malaria,treatment
[82] treatment,over
[82] over,100k
[82] 100k,people

Top Word Pairs in Tweet in G7:
[19] malaria,zika
[17] westnile,zika
[17] zika,malaria
[16] climatechange,altering
[16] altering,geographic
[16] geographic,ranges
[16] ranges,diseases
[16] diseases,malaria
[16] against,malaria
[15] yaleclimatecomm,climatechange

Top Word Pairs in Tweet in G8:
[16] deforestation,malaria
[16] malaria,relationship
[16] relationship,between
[16] between,two
[15] calestous,deforestation
[14] warmer,climate
[14] malaria,spread
[10] spread,ethiopia
[9] malaria,mosquitos
[9] mosquitos,moving

Top Word Pairs in Tweet in G9:
[56] simposio,malaria
[56] malaria,tiempos
[56] tiempos,cólera
[36] imt_ucv,malaria
[36] invitamos,participar
[33] participar,simposio
[28] ovsalud,invitamos
[23] nuestro,simposio
[23] cólera,imt_ucv
[23] malaria,ovsalud

Top Word Pairs in Tweet in G10:
[30] counterfeit,drugs
[22] fake,counterfeit
[20] artemisinin,resistance
[19] drugs,impact
[18] impact,malaria
[18] malaria,artemisinin
[16] malaria,innovation
[12] himmoderator,fake
[10] resistance,unops
[8] ifakarahealth,pioneers

Top Replied-To
Top Replied-To in Entire Graph:
@dzdork
@brobert545
@who
@alfalfarocks
@brandonrgates
@3gomigos
@donckissick
@ingodidotrust
@richardwaynehow
@_donaldson

Top Replied-To in G1:
@pathtweets
@icgeb
@wellcometrust
@darrendodd
@jeffbezos
@alemuw1
@pmigov
@gsk

Top Replied-To in G2:
@nurseteeglobal

Top Replied-To in G3:
@dzdork
@brobert545
@alfalfarocks
@brandonrgates
@_donaldson
@richardwaynehow
@ingodidotrust
@donckissick
@3gomigos
@who

Top Replied-To in G5:
@malariaunit

Top Replied-To in G6:
@unicefafrica

Top Replied-To in G7:
@joyannreid

Top Replied-To in G8:
@calestous

Top Replied-To in G10:
@who
@ifakarahealth

Top Mentioned
Top Mentioned in Entire Graph:
@mohfw_india
@whoafro
@msf
@unicefssudan
@unicef
@imt_ucv
@aplma_malaria
@harvardmalaria
@malarianomore
@malariaatlas

Top Mentioned in G1:
@harvardmalaria
@aplma_malaria
@pmigov
@malariaatlas
@malariavaccine
@fightingmalaria
@radboudumc
@afidocs
@globalfund
@unitaid

Top Mentioned in G2:
@indigohierbas
@dy97lan_2
@nomad_travel
@exppharma
@bemusedbackpack

Top Mentioned in G3:
@mohfw_india
@malarianomore
@imperial_ighi
@umdrightnow
@tatatrusts
@drjakebaum
@imperialcollege
@annaldavis1
@nvbdcpmohfw
@globalfund

Top Mentioned in G4:
@msf
@jamesnichols73
@biomedcentral
@prosics_
@somedicine
@planeta_futuro
@isglob
@malariavaccine
@irishtim
@dukeghi

Top Mentioned in G5:
@whoafro
@hthhglobal
@agencia_fiocruz
@gfadvocates
@lancetcountdown
@globalhealthgov
@globalfund
@msf
@healthza
@athenamph

Top Mentioned in G6:
@unicefssudan
@unicef
@unicefsl
@dfid_uk
@msf
@whoafro

Top Mentioned in G7:
@yaleclimatecomm
@na
@agbioworld
@ggdreistmee
@elenafridmd
@utsaresearch
@labiotech_eu
@onisillos
@ivmcd
@liaonet

Top Mentioned in G8:
@calestous
@nomoreepidemics
@lancetgh
@aimntds
@gsshealth
@greenawakening
@bbbrieger
@discovermag
@cacecar
@aplma_malaria

Top Mentioned in G9:
@imt_ucv
@ovsalud
@clavelrangel
@luislopezpsuv
@titirrr

Top Mentioned in G10:
@himmoderator
@who
@unops
@globa
@thecitizentz
@alma_2030
@rwandahealth
@ifakarahealth
@whoateu
@malarianomore

Top Tweeters
Top Tweeters in Entire Graph:
@henrirouen
@act_feed_1
@m_m1941
@ppt_search
@qxnews
@dichristine
@rigb
@nilimajumder
@ivan2266
@newsupdate24int

Top Tweeters in G1:
@rcrockett
@betzmyboyblue11
@digitalspy
@itsmepanda1
@bet
@disasterchannl
@physorg_com
@nyawiranjoroge
@netievalage
@biteofamosquito

Top Tweeters in G2:
@act_feed_1
@ppt_search
@rigb
@ivan2266
@rickrick888
@ivan226622
@dharblue
@bobbit2266
@rsscockpit
@mezomefans

Top Tweeters in G3:
@dichristine
@parthpa07241800
@eddarrell
@billm9
@ingodidotrust
@princessbibirf_
@motherjones
@pib_india
@dctftw
@cnni

Top Tweeters in G4:
@newsupdate24int
@zoilypuebla
@oleuanna
@mork1215
@croakeyblog
@ynhallak
@letsroc137
@vruz
@reverantrevan
@zurf2010

Top Tweeters in G5:
@ingrx
@liisadavids
@viralvm69
@sektorsewe
@ibelices
@hayodave
@exmilimed1
@nosweet1420
@royalgroupvisas
@natinah40

Top Tweeters in G6:
@susi079
@chrisbrey1
@tiquetaki
@kokorohiraite
@omnico72
@bapnoona
@marconavarrolor
@katheb1952
@mery_mrr_
@zenmorin

Top Tweeters in G7:
@juicexlx
@hood_biologist
@joyannreid
@ehfoundation237
@conversationuk
@prometheusgreen
@jaswtaylor1
@paotzepg
@k9numar
@legendre007

Top Tweeters in G8:
@roomeezon
@retweetethiopia
@nrgrenaissance
@calestous
@maxemc
@corneliagracchi
@sandoly
@earthmineyours
@ieakwame
@richardhurst19

Top Tweeters in G9:
@codigovenezuela
@venezolana70
@jorgelcardenas
@carola_66
@gmartinezmolina
@shiabertoni
@christianrod_
@trojas3012
@andregaldis
@luislopezpsuv

Top Tweeters in G10:
@elenapintor
@ghanaleaksblog
@cregarla
@thecitizentz
@ntizimira
@himmoderator
@mendozaleon
@mojamesapted
@who
@epigiri