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#malaria_2017-07-17_02-34-12.xlsx
#malaria_2017-07-17_02-34-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 17, 2017
Short Description:
#malaria via NodeXL http://bit.ly/2uum8JI
@who
@jpnadda
@link_lshtm
@malarianomore
@harvardmalaria
@globalfund
@bbbrieger
@aplma_malaria

Description:
Description
The graph represents a network of 3,454 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, 17 July 2017 at 09:36 UTC.

The requested start date was Monday, 17 July 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, 18-minute period from Monday, 03 July 2017 at 00:09 UTC to Sunday, 16 July 2017 at 11:27 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 : 3454
Unique Edges : 4650
Edges With Duplicates : 1738
Total Edges : 6388
Self-Loops : 1230
Reciprocated Vertex Pair Ratio : 0.0195144088949399
Reciprocated Edge Ratio : 0.0382817716447808
Connected Components : 622
Single-Vertex Connected Components : 379
Maximum Vertices in a Connected Component : 2131
Maximum Edges in a Connected Component : 4749
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.087147
Graph Density : 0.000376718984741917
Modularity : 0.656128
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[115] http://who.int/malaria/areas/rapid_access_expansion_2015/photostory-drc/en/
[80] https://www.nhp.gov.in/disease/malaria?utm_source=social
[80] media&utm_medium=posts&utm_campaign=promotions
[47] http://www.msf.org/en/article/south-sudan-malaria-preparedness-vital-rains-begin
[40] http://news.xinhuanet.com/english/2017-07/07/c_136423650.htm
[36] http://www.bbc.co.uk/news/health-40495958
[36] http://www.jagran.com/delhi/new-delhi-city-ncr-government-will-make-dengue-malaria-prevention-strategy-in-delhi-16352467.html
[32] http://www.who.int/mediacentre/news/releases/2015/report-malaria-elimination/en/
[29] http://theconversation.com/how-infectious-diseases-have-shaped-our-culture-habits-and-language-75061
[26] http://www.ncbi.nlm.nih.gov/pubmed/25046315

Top URLs in Tweet in G1:
[32] http://www.who.int/mediacentre/news/releases/2015/report-malaria-elimination/en/
[19] http://www.bbc.co.uk/news/health-40495958
[12] http://www.bbc.com/news/health-40495958
[5] https://twitter.com/i/web/status/885870380543598592
[4] http://www.fiercebiotech.com/research/widely-used-malaria-drug-may-shield-babies-from-zika-infection
[4] http://news.detik.com/berita/3239939/berkenalan-dengan-dokter-muda-yang-mengabdi-untuk-tuntaskan-malaria-di-papua
[3] http://shop4charities.org
[3] http://www.business-standard.com/article/current-affairs/zika-virus-case-in-india-no-need-for-panic-says-tn-health-minister-117071101130_1.html
[3] http://www.business-standard.com/article/current-affairs/delhi-s-health-woes-162-malaria-161-chikungunya-cases-reported-till-date-117071001420_1.html
[3] https://veterinarymedicineechbeebolanle-ojuri.blogspot.com.ng/2017/07/malaria-parasites-able-to-sense-their.html

Top URLs in Tweet in G2:
[106] http://who.int/malaria/areas/rapid_access_expansion_2015/photostory-drc/en/
[22] https://www.basf.com/en/company/news-and-media/news-releases/2017/07/p-17-266.html
[5] http://uk.reuters.com/article/us-basf-se-malaria-idUKKBN19Y0VV
[4] http://www.hindustantimes.com/fitness/want-to-check-spread-of-malaria-ensure-you-always-pluck-flowers-in-your-garden/story-h5HjSQix2xUWPYoHFWFnjJ.html
[3] https://twitter.com/UNFCCC/status/885247815202594816
[3] https://www.measureevaluation.org/resources/publications/gr-17-001
[2] http://www.who.int/mediacentre/factsheets/fs094/en/
[2] http://www.reuters.com/article/us-basf-se-malaria-idUSKBN19Y0VV
[2] http://paper.li/ingrx/1388182776?edition_id=93e5e250-69ab-11e7-970d-002590a5ba2d
[2] http://paper.li/ingrx/1388182776?edition_id=40e7fe20-6362-11e7-b32e-002590a5ba2d

Top URLs in Tweet in G3:
[12] https://vimeo.com/207292600?platform=hootsuite
[9] http://www.reuters.com/article/us-gambia-malaria-funding-idUSKBN19X1YP
[9] http://www.thelancet.com/journals/langlo/article/PIIS2214-109X(17)30220-6/fulltext
[8] http://stm.sciencemag.org/content/9/397/eaaf9377
[7] http://www.reuters.com/article/us-basf-se-malaria-idUSKBN19Y0VV
[7] http://www.news-medical.net/news/20170706/Lower-calorie-intake-by-host-may-increase-chances-of-surviving-malaria.aspx
[7] http://www.msf.org/en/article/south-sudan-malaria-preparedness-vital-rains-begin
[7] http://www.ajtmh.org/content/journals/10.4269/ajtmh.17-0119?emailalert=true
[7] https://www.ncbi.nlm.nih.gov/pubmed/28596090
[6] http://www.sanger.ac.uk/news/view/largest-study-malaria-gene-function-reveals-finely-tuned-genome-full-potential-drug

Top URLs in Tweet in G4:
[77] https://www.nhp.gov.in/disease/malaria?utm_source=social
[77] media&utm_medium=posts&utm_campaign=promotions
[36] http://www.jagran.com/delhi/new-delhi-city-ncr-government-will-make-dengue-malaria-prevention-strategy-in-delhi-16352467.html
[2] http://www.deccanherald.com/content/622366/govt-plans-eliminate-malaria-2027.html
[1] http://who.int/malaria/areas/rapid_access_expansion_2015/photostory-drc/en/
[1] https://fb.me/7gSvAfte8
[1] https://fb.me/76MNtwyZ7
[1] https://twitter.com/i/web/status/885009344902856704
[1] https://twitter.com/i/web/status/885023442038403072
[1] https://twitter.com/i/web/status/885038539406282752

Top URLs in Tweet in G5:
[24] https://www.crs.org/media-center/news-release/gambia-nears-malaria-elimination
[9] http://in.reuters.com/article/gambia-malaria-funding-idINL8N1K32MB
[6] http://www.afro.who.int/news/5-places-where-who-needs-more-emergencies-funding-help-people-now
[6] http://clubofmozambique.com/news/mozambique-manhica-tested-malaria-vaccine-lines-up-for-africa-roll-out/?platform=hootsuite
[5] http://www.bbc.co.uk/news/health-40495958
[4] http://www.crs.org/stories/fighting-malaria-gambia?utm_source=crs-twitter.com&utm_medium=social&utm_campaign=gambia-malaria
[4] http://wvi.org/health/publication/world-vision-and-global-fund?utm_content=bufferb03c7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.dakarsante.net/single-post/2017/07/10/Lutte-contre-le-palu-voici-ce-%C3%A0-quoi-servent-les-moustiquaires-%C3%A0-Fria-Guin%C3%A9e?utm_content=buffer2cc51&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.bbc.com/news/live/world-africa-40384341?ns_mchannel=social&ns_source=twitter&ns_campaign=bbc_live&ns_linkname=59672dace4b01b2e3bb28722%26Malaria%20rates%20plunge%20in%20The%20Gambia%26&ns_fee=0#post_59672dace4b01b2e3bb28722
[3] http://ir.shareaholic.com/e?a=1&u=https%3A%2F%2Fblogs.biomedcentral.com%2Fon-biology%2F2017%2F07%2F10%2Finvasive-plant-increases-malaria-transmission%2F%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1

Top URLs in Tweet in G6:
[7] http://www.emeraldinsight.com/doi/full/10.1108/HE-03-2014-0036?cookieSet=1
[6] http://newatlas.com/scorpion-venom-milking-machine/50337/
[6] https://www.globalhealthnow.org/object/gin-and-tonic?utm_source=Global%20Health%20NOW%20Main%20List&utm_campaign=387b42ce9b-EMAIL_CAMPAIGN_2017_06_28&utm_medium=email&utm_term=0_8d0d062dbd-387b42ce9b-872823
[6] http://www.scidev.net/global/malaria/news/antimalarial-drug-poor-quality-assurance-africa.html?utm_content=buffer7d401&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://www.bbc.co.uk/news/health-40495958
[5] https://www.healio.com/infectious-disease/emerging-diseases/news/online/%7B502ccff8-6279-4647-a3af-077843b5c4b3%7D/researchers-call-attention-to-malaria-epidemic-in-drc
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.cell.com%2Fcell%2Fabstract%2FS0092-8674%2817%2930714-6&rc=0&code=cell-site
[4] https://medicine.wustl.edu/news/malaria-drug-protects-fetuses-from-zika-infection/
[4] https://www.lalpathlabs.com/blog/what-is-malaria-fever/
[4] http://agreenerlifeagreenerworld.net/2017/07/07/deforestation-and-malaria-whats-the-relationship-between-the-two/

Top URLs in Tweet in G7:
[26] http://theconversation.com/how-infectious-diseases-have-shaped-our-culture-habits-and-language-75061
[11] http://econ.trib.al/rJ34ygR
[10] http://www.pbs.org/newshour/rundown/trimming-invasive-flowers-help-curb-malaria/
[10] http://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1006484
[8] http://outbreaknewstoday.com/hydroxychloroquine-malaria-drug-protects-fetal-mice-zika-virus-study-finds-78251/
[8] https://africa.cgtn.com/2017/07/13/gambia-could-become-first-in-sub-saharan-africa-to-eliminate-malaria-experts/
[6] https://face2faceafrica.com/article/malaria-eradication-gambia
[5] http://www.scidev.net/sub-saharan-africa/malaria/news/antimalarials-of-unproven-quality-rampant-in-africa.html
[5] http://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1006336
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.cell.com%2Fcell%2Fabstract%2FS0092-8674%2817%2930714-6&rc=0&code=cell-site

Top URLs in Tweet in G8:
[7] http://labiotech.eu/refresh-oxitec-hadyn-parry/
[3] https://www.chanakyaiasacademy.com/blog/item/664-scientists-arming-new-weapon-against-dengue-malaria-mosquitoes
[2] https://www.cdc.gov/malaria/travelers/index.html
[2] http://www.searo.who.int/mediacentre/releases/2016/1631/en/
[2] http://who.int/malaria/areas/rapid_access_expansion_2015/photostory-drc/en/
[2] http://malariaconference.mrc.ac.za/abstracts.html
[1] https://www.nytimes.com/2017/06/26/health/us-foreign-aid-malaria.html?smid=tw-nythealth&smtyp=cur
[1] https://twitter.com/i/web/status/884613932056367108
[1] https://twitter.com/i/web/status/881923022051041282
[1] https://www.cdc.gov/malaria/features/summer_travel_2017.html

Top URLs in Tweet in G9:
[14] https://medicalxpress.com/news418630090.html
[11] https://phys.org/news419147698.html
[9] https://phys.org/news418474938.html
[8] https://medicalxpress.com/news418534286.html
[8] https://blogs.biomedcentral.com/on-biology/2017/07/10/invasive-plant-increases-malaria-transmission/?sf96971378=1
[6] http://genengnews.com/gen-news-highlights/malaria-genome-analysis-reveals-an-abundance-of-potential-new-drug-targets/81254656
[2] https://www.dddmag.com/news/2017/07/scientists-find-new-method-fight-malaria?utm_content=bufferb8af0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/886004411394383874
[1] https://twitter.com/i/web/status/885695857852600320
[1] https://twitter.com/i/web/status/885883871602069504

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/884053286801874945

Top Domains
Top Domains in Tweet in Entire Graph:
[610] twitter.com
[177] who.int
[80] gov.in
[66] reuters.com
[55] google.com
[54] co.uk
[52] paper.li
[48] msf.org
[44] nih.gov
[44] bbc.com

Top Domains in Tweet in G1:
[138] twitter.com
[33] who.int
[22] co.uk
[15] fb.me
[14] bbc.com
[12] com.br
[10] paper.li
[8] thesolidbarcompany.com
[7] business-standard.com
[6] instagram.com

Top Domains in Tweet in G2:
[116] who.int
[31] twitter.com
[22] basf.com
[10] reuters.com
[6] paper.li
[4] hindustantimes.com
[4] measureevaluation.org
[2] co.uk
[2] healthcareasia.org
[1] medicalnewsbulletin.com

Top Domains in Tweet in G3:
[86] twitter.com
[31] reuters.com
[21] biomedcentral.com
[13] ajtmh.org
[12] vimeo.com
[11] bbc.com
[10] nih.gov
[10] thelancet.com
[8] wustl.edu
[8] msf.org

Top Domains in Tweet in G4:
[77] gov.in
[36] jagran.com
[17] twitter.com
[2] fb.me
[2] deccanherald.com
[1] who.int
[1] expressbpd.com
[1] livemint.com
[1] newsintweets.in
[1] sciencespeaksblog.org

Top Domains in Tweet in G5:
[74] twitter.com
[28] crs.org
[9] reuters.com
[8] who.int
[8] co.uk
[6] clubofmozambique.com
[5] bbc.com
[5] wvi.org
[4] theglobalfund.org
[4] nytimes.com

Top Domains in Tweet in G6:
[53] google.com
[27] twitter.com
[11] scidev.net
[10] healio.com
[7] agreenerlifeagreenerworld.net
[7] emeraldinsight.com
[6] newatlas.com
[6] globalhealthnow.org
[6] psu.edu
[5] co.uk

Top Domains in Tweet in G7:
[26] theconversation.com
[16] plos.org
[11] twitter.com
[11] trib.al
[10] pbs.org
[8] outbreaknewstoday.com
[8] cgtn.com
[6] face2faceafrica.com
[5] scidev.net
[4] elsevierhealth.com

Top Domains in Tweet in G8:
[17] twitter.com
[7] labiotech.eu
[5] who.int
[4] cdc.gov
[4] paper.li
[3] chanakyaiasacademy.com
[3] plos.org
[2] nytimes.com
[2] ac.za
[1] inb.li

Top Domains in Tweet in G9:
[24] medicalxpress.com
[20] phys.org
[10] twitter.com
[8] biomedcentral.com
[6] genengnews.com
[5] dddmag.com
[2] eurekalert.org
[1] theconversation.com
[1] psu.edu
[1] xinhuanet.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4623] malaria
[274] dengue
[235] swasthabharat
[184] pneumonia
[180] zika
[179] drc
[155] gambia
[138] nigeria
[102] nspme
[101] hiv



Top Hashtags in Tweet in G1:
[488] malaria
[50] zika
[34] health
[32] dengue
[24] mosquito
[18] zikavirus
[14] gardening
[14] drc
[13] malária
[13] pneumonia

Top Hashtags in Tweet in G2:
[423] malaria
[148] pneumonia
[142] drc
[107] nigeria
[33] hiv
[31] tb
[24] interceptorg2
[20] legal
[18] humanrights
[14] gender

Top Hashtags in Tweet in G3:
[687] malaria
[29] africa
[27] tb
[19] ntds
[18] zika
[17] gambia
[15] drug
[12] mosquitoes
[12] dengue
[12] elimination

Top Hashtags in Tweet in G4:
[496] malaria
[235] swasthabharat
[102] nspme
[69] tuberculosis
[39] dengue
[7] airpics
[2] drc
[2] pneumonia
[1] nigeria
[1] gene

Top Hashtags in Tweet in G5:
[281] malaria
[111] gambia
[47] endmalaria
[30] ddt
[18] africa
[11] senegal
[10] tb
[9] foreignaid
[9] pneumonia
[9] tuberculosis

Top Hashtags in Tweet in G6:
[321] malaria
[53] bhivelabs
[12] zika
[9] nontyphoidal
[9] salmonella
[9] tbt
[7] mosquito
[7] tb
[7] deforestation
[6] monsoon

Top Hashtags in Tweet in G7:
[154] malaria
[26] plague
[26] measles
[10] dataviz
[9] zika
[8] zikavirus
[8] gambia
[5] parasites
[4] srilanka
[4] mosquitoes

Top Hashtags in Tweet in G8:
[151] malaria
[22] dengue
[11] ce
[11] cdclearning
[10] climatechange
[7] synbio
[5] hiv
[5] tb
[4] gmmosquito
[3] nigeria

Top Hashtags in Tweet in G9:
[105] malaria
[22] openaccess
[14] treatment
[9] parasites
[5] genome
[3] mosquitoes
[3] research
[1] publichealth
[1] plague
[1] measles

Top Hashtags in Tweet in G10:
[65] mendoza
[65] malaria
[65] cambiamos
[64] asinosepuedeseguir

Top Words
Top Words in Tweet in Entire Graph:
[1969] Words in Sentiment List#1: Positive
[2182] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[73865] Non-categorized Words
[78018] Total Words
[4890] malaria
[448] new
[405] health
[396] elimination
[318] mosquito

Top Words in Tweet in G1:
[549] malaria
[60] health
[58] zika
[50] news
[49] new
[48] mosquito
[40] gardening
[37] help
[35] dengue
[32] report

Top Words in Tweet in G2:
[431] malaria
[149] treatment
[148] pneumonia
[148] diarrhoea
[148] children
[148] under
[148] 5
[142] drc
[111] global
[107] democratic

Top Words in Tweet in G3:
[734] malaria
[122] new
[68] https
[68] malarianomore
[67] control
[66] africa
[62] more
[60] drug
[57] mosquito
[49] sub

Top Words in Tweet in G4:
[502] malaria
[287] jpnadda
[262] elimination
[246] national
[244] plan
[242] strategic
[235] swasthabharat
[168] mohfw_india
[153] nhp_india
[144] ल

Top Words in Tweet in G5:
[304] malaria
[115] gambia
[51] globalfund
[47] endmalaria
[44] cases
[36] eliminate
[35] catholicrelief
[34] crsnews
[34] ddt
[32] support

Top Words in Tweet in G6:
[359] malaria
[53] bhivelabs
[41] parasites
[36] new
[33] host
[31] immolecular
[30] harvardmalaria
[29] sense
[28] drug
[27] adapt

Top Words in Tweet in G7:
[167] malaria
[57] microbesinfect
[27] infectious
[27] diseases
[26] shaped
[26] culture
[26] habits
[26] language
[26] plague
[26] measles

Top Words in Tweet in G8:
[159] malaria
[34] diseases
[31] dengue
[28] cdcglobal
[26] protect
[23] yourself
[23] family
[23] more
[21] vector
[21] borne

Top Words in Tweet in G9:
[107] malaria
[32] cellcellpress
[31] reveals
[27] genome
[25] new
[22] functional
[22] profiling
[22] plasmodium
[22] openaccess
[22] rayner

Top Words in Tweet in G10:
[65] larga
[65] fila
[65] comprar
[65] carne
[65] picada
[65] super
[65] mendoza
[65] bandeja
[65] persona
[65] malaria

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[372] malaria,elimination
[266] strategic,plan
[262] national,strategic
[252] plan,malaria
[196] dengue,malaria
[182] under,5
[179] malaria,pneumonia
[179] children,under
[178] pneumonia,diarrhoea
[135] sub,saharan

Top Word Pairs in Tweet in G1:
[29] extreme,gardening
[29] tackle,malaria
[27] take,malaria
[27] malaria,pill
[26] help,tackle
[25] gardening,help
[20] world,malaria
[18] good,news
[18] malaria,drug
[17] dengue,malaria

Top Word Pairs in Tweet in G2:
[148] malaria,pneumonia
[148] pneumonia,diarrhoea
[148] children,under
[148] under,5
[107] democratic,republic
[107] republic,congo
[107] congo,drc
[107] drc,nigeria
[107] nigeria,bears
[107] bears,40

Top Word Pairs in Tweet in G3:
[49] sub,saharan
[39] malaria,control
[35] malaria,elimination
[30] malaria,parasite
[30] malarianomore,new
[25] saharan,africa
[25] malaria,parasites
[25] become,first
[23] first,sub
[23] nation,free

Top Word Pairs in Tweet in G4:
[254] malaria,elimination
[242] national,strategic
[242] strategic,plan
[240] plan,malaria
[122] launches,national
[120] jpnadda,launches
[119] 2017,2022
[117] 2022,swasthabharat
[102] request,states
[102] states,support

Top Word Pairs in Tweet in G5:
[36] eliminate,malaria
[34] cases,malaria
[29] crsnews,gambia
[26] sub,saharan
[25] malaria,gambia
[24] malaria,elimination
[22] declined,50
[21] gambia,declined
[21] against,malaria
[21] first,sub

Top Word Pairs in Tweet in G6:
[53] malaria,bhivelabs
[40] malaria,parasites
[29] parasites,sense
[27] sense,adapt
[27] adapt,host
[21] sangerinstitute,calories
[21] calories,matter
[21] matter,malaria
[21] host,well
[21] well,fed

Top Word Pairs in Tweet in G7:
[27] infectious,diseases
[26] diseases,shaped
[26] shaped,culture
[26] culture,habits
[26] habits,language
[26] language,plague
[26] plague,measles
[26] measles,malaria
[25] microbesinfect,infectious
[25] malaria,c

Top Word Pairs in Tweet in G8:
[24] diseases,malaria
[23] protect,yourself
[23] yourself,family
[21] vector,borne
[21] borne,diseases
[20] family,vector
[20] malaria,dengue
[20] dengue,more
[20] more,information
[19] whosearo,protect

Top Word Pairs in Tweet in G9:
[22] malaria,functional
[22] functional,profiling
[22] profiling,plasmodium
[22] plasmodium,genome
[22] genome,openaccess
[22] openaccess,cellcellpress
[22] cellcellpress,rayner
[22] rayner,billker
[22] billker,sangerinstitute
[18] mmw_lmw,malaria

Top Word Pairs in Tweet in G10:
[65] larga,fila
[65] fila,comprar
[65] comprar,carne
[65] carne,picada
[65] picada,super
[65] super,mendoza
[65] mendoza,bandeja
[65] bandeja,persona
[65] persona,malaria
[65] malaria,cambiamos

Top Replied-To
Top Replied-To in Entire Graph:
@unban_ddt
@klub_marcus
@theorkinman
@bucephalus300
@cartafrica
@curettage1865
@globalfund
@nhp_india
@ge
@caesar_bc

Top Replied-To in G2:
@basf
@who

Top Replied-To in G3:
@caesar_bc
@icmrdelhi
@link_lshtm
@sangerinstitute
@gsk
@discovery

Top Replied-To in G4:
@nhp_india
@mohfw_india

Top Replied-To in G5:
@unban_ddt
@klub_marcus
@bucephalus300
@curettage1865
@globalfund
@joeyeiser
@bobthemoron
@rightzone
@foundersseceded
@docjp

Top Replied-To in G6:
@cartafrica

Top Replied-To in G8:
@blalclinicallab
@laurenleatherby
@livemint

Top Mentioned
Top Mentioned in Entire Graph:
@who
@jpnadda
@mohfw_india
@nhp_india
@sangerinstitute
@malarianomore
@microbesinfect
@drsraghavachari
@puertomalbek
@msf

Top Mentioned in G1:
@vixapharm
@dsuamethi
@chimopol
@__timeyin
@nmsaludentuvida
@bibliotecafmusp

Top Mentioned in G2:
@who
@basf
@cd2transform
@abantika77
@undp
@americares
@bbc
@geoffmackey1
@jpnadda
@indianexpress

Top Mentioned in G3:
@malarianomore
@bbbrieger
@wwarn
@sangerinstitute
@morubkk
@aplma_malaria
@medsformalaria
@reuters
@ndmoxford
@who

Top Mentioned in G4:
@jpnadda
@mohfw_india
@nhp_india
@drsraghavachari
@kalingatv24x7
@karmanye_india
@indujhaasha
@valamaheshm777
@paraskghelani
@airnewsalerts

Top Mentioned in G5:
@globalfund
@catholicrelief
@crsnews
@crs_expertise
@whoafro
@kierang77
@tuppertiffany
@bbcnews
@pmigov
@intrahealth

Top Mentioned in G6:
@immolecular
@harvardmalaria
@sangerinstitute
@lshtmpress
@marcad7
@who
@wustlmed
@india_alliance
@bbchealth
@scidevnet

Top Mentioned in G7:
@microbesinfect
@plospathogens
@2morrowknight
@francetim
@cgtnafrica
@protistologists
@sangerinstitute
@plosntds
@erovirav
@elenagomezdiaz

Top Mentioned in G8:
@cdcglobal
@whosearo
@cdcmmwr
@aplma_malaria
@cdc_ehealth
@unfoundation
@oxitec
@hadynparry
@plosone
@usaid

Top Mentioned in G9:
@cellcellpress
@sangerinstitute
@medical_xpress
@mmw_lmw
@physorg_com
@biomedcentral
@thecrick
@nature
@cabi_news
@genbio

Top Mentioned in G10:
@puertomalbek

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@m_m1941
@filafresh
@dictionaryvoice
@phildecarolis
@senegalbot
@qxnews
@dichristine
@alllibertynews
@nilimajumder

Top Tweeters in G1:
@dictionaryvoice
@laverdadmo
@mezomefans
@cleuberdacunha
@owen_author
@knowyourleakguy
@knowyourleaker
@red_global
@adelovecom
@hiv_insight

Top Tweeters in G2:
@nilimajumder
@citrus_kyoto
@nneusj
@indianexpress
@magarya
@sir_ruffy
@jakwit
@ingrx
@muchman16
@sysred_angel

Top Tweeters in G3:
@americanair
@dichristine
@vanguardngrnews
@newscastserbia
@zimleague
@reuters
@ivantrajkovic1
@insidestat
@scienmag
@caring_mobile

Top Tweeters in G4:
@mithu796311
@newsintweetsin
@saver_jain
@asharmua
@airnewsalerts
@theashoksingh
@uniindianews
@deccanherald
@kainpradeep
@juli_1736

Top Tweeters in G5:
@senegalbot
@instapundit
@dancas2
@bbcnews
@eddarrell
@nytimes
@grannymurfles
@mailonline
@nomoreslaves
@davidlance3

Top Tweeters in G6:
@guillermoesnal
@monalisazelf
@officialdaddymo
@bbcworldservice
@oldtimer1968
@viewfromthecave
@walrathis
@bignewsnetwork
@conversationedu
@ebolaphone

Top Tweeters in G7:
@alllibertynews
@jothipala_bot
@alevergara78
@lugwaja
@2morrowknight
@anniebrassey
@xemeraldphoenix
@rimaanabtawi
@subinukta
@gwanpablo

Top Tweeters in G8:
@nyt
@livemint
@toourshores
@moraviahealth
@craigbob99
@sshin6591
@hijaukudotcom
@anoopkular
@unfoundation
@nytscience

Top Tweeters in G9:
@qxnews
@ruisaldanha
@pvalsfr
@kellierosewick
@saludhealthinfo
@physorg_health
@vivirsinalergia
@amcell
@marieannelecler
@physorg_com

Top Tweeters in G10:
@ri8166
@mareo_p
@puertomalbek
@araujosandruly
@eemuro
@chechifp
@sergiovillone
@dani_decatan
@lucalust
@soymarielena