#malaria, Twitter, 5/15/2019 1:11:26 PM, 196909


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#malaria_2019-05-15_04-25-24.xlsx
#malaria_2019-05-15_04-25-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2019
Short Description:
#malaria via NodeXL http://bit.ly/2VBDcwe
@who
@globalfund
@palonsomalaria
@elenagomezdiaz
@malarianomoreuk
@hanniepower
@whowpro
@isglobalorg
@whoafro
@unitaid

Top hashtags:
#malaria
#ghana
#worldmalariaday
#endmalaria
#vaccine
#malariamustdie
#malariavaccine

Description:
Description
The graph represents a network of 4,141 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 Wednesday, 15 May 2019 at 11:26 UTC.

The requested start date was Monday, 13 May 2019 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, 22-hour, 52-minute period from Monday, 29 April 2019 at 00:05 UTC to Sunday, 12 May 2019 at 22:57 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 : 4141
Unique Edges : 5809
Edges With Duplicates : 1999
Total Edges : 7808
Number of Edge Types : 3
Mentions : 6759
Tweet : 971
Replies to : 78
Self-Loops : 971
Reciprocated Vertex Pair Ratio : 0.0388730385164051
Reciprocated Edge Ratio : 0.0748369378647443
Connected Components : 558
Single-Vertex Connected Components : 276
Maximum Vertices in a Connected Component : 2806
Maximum Edges in a Connected Component : 6200
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.397946
Graph Density : 0.000339832498626321
Modularity : 0.622196
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[56] https://www.kickstarter.com/projects/1198357323/malaria-1-killer-disease-of-children-under-age-5-w
[34] http://petition.malariamustdie.com/
[21] https://mybio.org/exhibitor/member/308373
[15] https://www.nytimes.com/2019/04/24/health/malaria-vaccine-malawi.html
[15] https://finance.yahoo.com/news/geovax-recognizes-world-malaria-day-130000446.html
[15] https://elpais.com/elpais/2019/04/29/planeta_futuro/1556559681_718480.html?id_externo_rsoc=TW_CC
[10] https://www.gavi.org/library/news/statements/2019/partnership-welcomes-launch-of-first-malaria-vaccine-pilot/
[9] https://phys.org/news/2019-05-smart-drug-malaria-treatment-resistance.html
[9] https://www.afdb.org/en/documents/document/working-paper-312-quality-homes-for-sustainable-malaria-prevention-in-africa-107960/
[9] https://twitter.com/JExpMed/status/1122901107771092999

Top URLs in Tweet in G1:
[7] https://www.who.int/news-room/feature-stories/detail/mothers-welcome-world-s-first-malaria-vaccine-in-malawi
[6] https://www.theguardian.com/global-development/audio/2016/oct/24/how-sri-lanka-bit-back-mosquitoes-wiped-out-malaria-podcast
[5] https://www.who.int/news-room/detail/23-04-2019-malaria-vaccine-pilot-launched-in-malawi
[4] https://www.who.int/campaigns/world-malaria-day/world-malaria-day-2019
[2] https://twitter.com/PAlonsoMalaria/status/1125419827882012674
[2] https://www.scidev.net/asia-pacific/malaria/opinion/malaria-meet-focuses-on-elimination-by-2030.html
[2] https://www.vox.com/future-perfect/2019/4/24/18514577/malaria-vaccine-malawi-pilot-program
[1] http://www.who.int/campaigns/malaria-day/2018/en/
[1] http://www.nohep.org/join-us/
[1] https://www.cnn.com/2019/04/23/health/malaria-africa-worlds-first-vaccine-intl/index.html

Top URLs in Tweet in G2:
[22] http://petition.malariamustdie.com/
[5] https://www.pmi.gov/about/pmi-annual-report-2019
[5] https://twitter.com/WHOAFRO/status/1126131035085914112
[4] https://www.theglobalfight.org/public-figure-statement/
[4] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(19)30209-9/fulltext
[4] and
[3] https://www.undispatch.com/malaria-vaccine/
[3] https://www.eurekalert.org/pub_releases/2019-05/wfu-sbd050219.php
[3] https://rstmh.org/blog/2019/apr/25/housing-and-health-can-we-build-vector-borne-disease-out-africa
[3] https://www.fightmalaria.co.uk/resources/

Top URLs in Tweet in G3:
[21] https://mybio.org/exhibitor/member/308373
[15] https://finance.yahoo.com/news/geovax-recognizes-world-malaria-day-130000446.html
[15] https://www.nytimes.com/2019/04/24/health/malaria-vaccine-malawi.html
[7] https://malariatreatment.isglobal.org/
[3] http://www.ajtmh.org/content/journals/10.4269/ajtmh.18-0597?emailalert=true
[3] https://academic.oup.com/jpids/advance-article-abstract/doi/10.1093/jpids/piz022/5468494?redirectedFrom=fulltext
[3] https://allafrica.com/stories/201905080650.html
[3] https://www.who.int/malaria/publications/atoz/compendium/en/
[2] https://www.thedailystar.net/health/news/new-weapon-against-drug-resistant-malaria-big-data-1742347
[2] http://www.ajtmh.org/content/journals/10.4269/ajtmh.17-0341?emailalert=true

Top URLs in Tweet in G4:
[5] http://www.popsci.it/malaria-gruppo-sanguigno-0-protegge-dalla-malattia.html
[4] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[3] https://qz.com/africa/1606511/malaria-vaccine-by-gsk-for-african-children-is-still-too-limited/
[3] https://canadaonlinehealth.ca/what-you-need-to-know-about-quinine-sulfate/
[3] https://es.azvision.az/news/55719/news.html
[3] https://destinationsante.com/5-choses-a-savoir-sur-le-paludisme.html?utm_source=dlvr.it&utm_medium=twitter
[3] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[3] https://urinemalariatest.fyodorbio.com/
[2] https://www.asiatimes.com/2019/04/article/malaria-fight-needs-steady-funding-scientists-warn/?_=5092562
[2] https://telecomdrive.com/big-data-is-the-new-weapon-against-drug-resistant-malaria-telenor/

Top URLs in Tweet in G5:
[10] https://www.gavi.org/library/news/statements/2019/partnership-welcomes-launch-of-first-malaria-vaccine-pilot/
[7] https://www.sciencepresse.qc.ca/actualite/2019/04/26/premier-vaccin-contre-malaria-entre-scene
[6] https://www.ghanabusinessnews.com/2019/05/10/the-anti-malarial-clinical-trial-that-is-changing-ghanas-public-health-landscape/
[3] https://www.ghtcoalition.org/blog/research-roundup-world-s-first-malaria-vaccine-how-to-shape-research-to-advance-global-health-and-lotion-that-protects-from-malaria
[3] http://sharjah24.ae/en/health-family/woman-child/184922/Ghana-becomes-2nd-country-to-launch-vital-malaria-vaccine
[3] https://www.sciencepresse.qc.ca/actualite/detecteur-rumeurs/2019/05/01/mms-non-traitement-base-chlore-miraculeux
[2] http://www.unmultimedia.org/radio/portuguese/2016/06/oms-de-mocambique-elogia-a-diminuicao-de-obitos-por-malaria-no-pais/#.V1Z-S9J97mF
[2] https://www.healthissuesindia.com/2019/05/04/will-india-soon-see-a-malaria-vaccine/
[1] http://ow.ly/Wjbf50rJOWD
[1] https://afro.who.int/news/malaria-vaccine-pilot-launched-ghana

Top URLs in Tweet in G6:
[5] https://ir.shareaholic.com/e?a=1&u=http%3A%2F%2Fblogs.biomedcentral.com%2Fbugbitten%2F2019%2F05%2F10%2Fwhy-find-the-needle-in-the-haystack%2F%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[4] https://research.a-star.edu.sg/research/8047/the-coincidental-complications-of-coinfection
[3] http://wwwnc.cdc.gov/eid/article/25/7/19-0301?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.analytica-world.com/en/news/156490/new-findings-about-anti-malaria-drug.html
[3] https://phys.org/news/2019-05-smart-drug-malaria-treatment-resistance.html
[3] https://academic.oup.com/femsre/advance-article/doi/10.1093/femsre/fuz010/5435454
[3] https://malariaworld.org/blog/insecticides-bednets-and-medicines-may-slow-malaria-down-real-progress-requires-more-holistic
[2] https://www.sciencedirect.com/science/article/pii/S0001706X18309896?dgcid=rss_sd_all&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ncbi.nlm.nih.gov/pubmed/29886120?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ncbi.nlm.nih.gov/pubmed/29376251?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[11] http://petition.malariamustdie.com/
[6] https://www.watertogo.eu/malaria-no-more-uk-bottle.html
[2] https://www.malariamustdie.com/malaria-isnt-talked-about-enough-clelias-story
[2] https://www.malarianomore.org.uk/one-year-commonwealth-commitments
[2] https://www.malarianomore.org.uk/raise-your-glass
[2] https://guardian.ng/features/poor-quality-control-contributing-to-rise-in-malaria-cases/?F
[2] http://www.medisieve.com
[1] https://www.malariamustdie.com/jean-boscos-story
[1] https://www.theglobalfund.org/en/news/2019-04-29-in-early-pledge-portugal-more-than-triples-its-commitment-to-the-global-fund/
[1] https://www.malarianomore.org.uk/new-report-reflects-future-malaria-elimination-asia

Top URLs in Tweet in G8:
[5] https://womeninmalaria.weebly.com
[5] http://www.wits.ac.za/news/latest-news/opinion/2019/2019-04/heading-to-a-region-with-malaria-some-simple-steps-to-keep-you-safe.html
[3] https://vacunasaep.org/profesionales/noticias/paludismo-primera-campa%C3%B1a-vacunacion-RTSS
[2] https://www.sciencedirect.com/science/article/abs/pii/S0020751919300852
[2] https://academic.oup.com/bfg/advance-article/doi/10.1093/bfgp/elz004/5480054
[1] https://www.researchgate.net/profile/Livia_Neves_Borgheti-Cardoso
[1] https://www.isglobal.org/en/professor?p_p_id=viewpersona_WAR_intranetportlet&p_p_lifecycle=0&p_p_col_id=column-1&p_p_col_pos=3&p_p_col_count=4&_viewpersona_WAR_intranetportlet_struts_action=%2Fview%2FpersonaView&_viewpersona_WAR_intranetportlet_personaId=4900&_viewpersona_WAR_intranetportlet_typeOfPeople=faculty
[1] https://academic.oup.com/bfg/advance-article-abstract/doi/10.1093/bfgp/elz007/5485417?redirectedFrom=fulltext
[1] https://malariaspot.org/es
[1] https://www.nationalgeographic.com.es/mundo-ng/malariaspot-un-juego-online-que-colabora-en-la-lucha-contra-la-malaria-a-golpe-de-clics-2_9174

Top URLs in Tweet in G9:
[1] https://www.who.int/campaigns/world-malaria-day/world-malaria-day-2019
[1] http://petition.malariamustdie.com/
[1] https://twitter.com/WHO/status/1123515878413303808/photo/1
[1] https://twitter.com/WHOWPRO/status/1122685692725776384/photo/1
[1] https://twitter.com/WHO/status/1123505480557572096/photo/1

Top URLs in Tweet in G10:
[2] https://www.statnews.com/2019/05/07/stopping-murder-counterfeit-medicine/
[1] https://www.msf.org/vaccination-campaign-launched-previously-inaccessible-mingala-central-african-republic
[1] https://twitter.com/MSFsci/status/1126416460128112640
[1] https://twitter.com/WHOBulletin/status/1123491602243174406
[1] https://aidsfonds.org/resource/policy-paper-why-the-eu-should-make-an-early-pledge-to-the-global-fund
[1] https://bitly.com/a/warning?hash=2ZYSnhD&url=http%3A%2F%2Fwww.globalfundadvocatesnetwork.org%2Fcampaign%2Fcalltoaction%2F
[1] http://outbreaknewstoday.com/malaria-tafenoquine-approved-prophylaxis-treatment-48115/
[1] https://www.lavanguardia.com/vida/20190425/461857953401/medicamentos-falsos-frenan-los-avances-contra-la-malaria-en-sudeste-asiatico.html
[1] http://www.focusonafrica.info/rallentano-i-progressi-nella-lotta-alla-malaria-il-93-dei-decessi-in-africa/
[1] https://www.who.int/bulletin/volumes/97/5/19-234468/en/

Top Domains
Top Domains in Tweet in Entire Graph:
[164] twitter.com
[56] kickstarter.com
[48] malariamustdie.com
[44] who.int
[41] co.uk
[36] elpais.com
[34] youtube.com
[29] nih.gov
[28] biomedcentral.com
[21] mybio.org

Top Domains in Tweet in G1:
[19] who.int
[9] twitter.com
[6] theguardian.com
[3] vox.com
[2] scidev.net
[2] gatesnotes.com
[2] un.org
[1] nohep.org
[1] cnn.com
[1] csrwire.com

Top Domains in Tweet in G2:
[29] malariamustdie.com
[21] twitter.com
[17] co.uk
[7] theglobalfight.org
[7] bit.ly
[6] pmi.gov
[6] ow.ly
[6] rstmh.org
[6] who.int
[6] com.br

Top Domains in Tweet in G3:
[21] mybio.org
[19] twitter.com
[18] biomedcentral.com
[17] isglobal.org
[15] yahoo.com
[15] nytimes.com
[11] ajtmh.org
[7] who.int
[5] plos.org
[4] ac.uk

Top Domains in Tweet in G4:
[28] twitter.com
[10] youtube.com
[8] co.uk
[6] popsci.it
[6] instagram.com
[4] parashospitals.com
[4] elpais.com
[4] blogspot.com
[3] qz.com
[3] facebook.com

Top Domains in Tweet in G5:
[11] qc.ca
[10] gavi.org
[6] ghanabusinessnews.com
[4] ghtcoalition.org
[3] who.int
[3] sharjah24.ae
[2] unmultimedia.org
[2] unitaid.org
[2] globalhealthnow.org
[2] twitter.com

Top Domains in Tweet in G6:
[23] nih.gov
[10] twitter.com
[6] biomedcentral.com
[6] oup.com
[5] sciencedirect.com
[5] shareaholic.com
[4] edu.sg
[3] cdc.gov
[3] analytica-world.com
[3] phys.org

Top Domains in Tweet in G7:
[18] malariamustdie.com
[11] org.uk
[8] watertogo.eu
[3] co.uk
[3] guardian.ng
[2] theguardian.com
[2] ft.com
[2] allafrica.com
[2] medisieve.com
[1] theglobalfund.org

Top Domains in Tweet in G8:
[6] theconversation.com
[5] weebly.com
[5] oup.com
[5] ac.za
[3] sciencedirect.com
[3] vacunasaep.org
[2] researchgate.net
[2] biorxiv.org
[2] elpais.com
[1] isglobal.org

Top Domains in Tweet in G9:
[3] twitter.com
[1] who.int
[1] malariamustdie.com

Top Domains in Tweet in G10:
[2] twitter.com
[2] statnews.com
[1] msf.org
[1] aidsfonds.org
[1] bitly.com
[1] outbreaknewstoday.com
[1] lavanguardia.com
[1] focusonafrica.info
[1] who.int

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4209] malaria
[589] ghana
[250] worldmalariaday
[200] endmalaria
[180] vaccine
[119] malariamustdie
[119] malariavaccine
[117] africa
[99] malaysia
[93] plasmodium



Top Hashtags in Tweet in G1:
[562] malaria
[336] ghana
[32] worldmalariaday
[25] malawi
[12] vaccine
[9] tb
[4] endmalaria
[4] viralhepatitis
[4] vaccineswork
[3] healthforall

Top Hashtags in Tweet in G2:
[591] malaria
[65] endmalaria
[54] worldmalariaday
[46] malariamustdie
[37] healthforall
[35] swasthabharat
[29] stepupthefight
[25] dadranagarhaveli
[23] tb
[20] aids

Top Hashtags in Tweet in G3:
[502] malaria
[76] vaccine
[59] plasmodium
[48] africa
[37] bio2019
[24] vaccines
[22] endmalaria
[22] vaccineswork
[22] prevention
[21] infectiousdiseases

Top Hashtags in Tweet in G4:
[351] malaria
[22] health
[19] mosquitoes
[14] malariamustdie
[14] disease
[13] ghana
[12] vitalprotection
[12] hhltechnology
[11] africa
[11] vaccine

Top Hashtags in Tweet in G5:
[190] malaria
[162] ghana
[76] malariavaccine
[20] vaccine
[14] globalhealth
[13] aids
[11] tb
[8] sida
[7] worldmalariaday
[7] vaccin

Top Hashtags in Tweet in G6:
[256] malaria
[31] msfsci
[20] protists
[15] msf
[14] mosquito
[14] hiv
[12] anopheles
[11] drugresistance
[11] plasmodium
[10] medicalentomology

Top Hashtags in Tweet in G7:
[138] malaria
[42] malariamustdie
[19] worldmalariaday
[15] endmalaria
[11] commonwealth
[7] ourcommonwealth
[4] stepupthefight
[3] malariavaccine
[3] wednesdaywisdom
[3] nigeria

Top Hashtags in Tweet in G8:
[88] malaria
[17] womeninmalaria
[13] plasmodium
[10] epigenética
[10] paludismo
[9] mosquito
[5] trypanosoma
[5] vacunación
[5] oped
[4] diadelamalaria

Top Hashtags in Tweet in G9:
[121] malaria
[82] malaysia
[11] ghana
[7] malariavaccine
[4] zeromalaria
[4] malawi
[3] cura
[3] nigeria
[1] doctor
[1] parar

Top Hashtags in Tweet in G10:
[26] malaria
[9] carcrisis
[9] mingala
[8] hiv
[8] tuberculosis
[7] tb
[5] people
[5] health
[5] sdg3
[4] aids

Top Words
Top Words in Tweet in Entire Graph:
[3210] Words in Sentiment List#1: Positive
[1683] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[123284] Non-categorized Words
[128177] Total Words
[4211] #malaria
[2349] ðÿ
[1312] s
[1137] ø
[1094] malaria

Top Words in Tweet in G1:
[1815] ðÿ
[775] s
[665] baby
[562] #malaria
[460] vaccine
[408] rts
[405] first
[364] country
[360] pilot
[352] launched

Top Words in Tweet in G2:
[591] #malaria
[176] globalfund
[143] malaria
[91] s
[90] fight
[83] against
[83] health
[72] million
[72] ðÿ
[68] malariamustdie

Top Words in Tweet in G3:
[502] #malaria
[128] malaria
[123] out
[115] ðÿ
[113] s
[94] new
[78] rts
[76] #vaccine
[69] vaccine
[69] palonsomalaria

Top Words in Tweet in G4:
[351] #malaria
[110] à
[106] malaria
[36] more
[36] take
[36] ø
[31] vaccine
[28] pill
[27] s
[23] mosquito

Top Words in Tweet in G5:
[190] #malaria
[161] vaccine
[146] #ghana
[126] pilot
[117] ðÿ
[107] s
[89] whoafro
[76] #malariavaccine
[76] country
[75] baby

Top Words in Tweet in G6:
[256] #malaria
[44] mortality
[43] spain
[43] morbidity
[42] map
[42] 1903
[42] showing
[42] _isra_cruz
[41] bangertmat
[39] bloodsparasites

Top Words in Tweet in G7:
[144] #malaria
[85] malarianomoreuk
[78] malaria
[42] #malariamustdie
[33] more
[30] first
[26] end
[26] last
[25] join
[23] year

Top Words in Tweet in G8:
[88] #malaria
[73] elenagomezdiaz
[20] today
[20] contra
[19] malaria
[18] https
[18] t
[18] co
[17] #womeninmalaria
[15] â

Top Words in Tweet in G9:
[121] #malaria
[96] whowpro
[94] first
[83] indigenous
[83] cases
[83] time
[82] #malaysia
[82] 2018
[82] thanks
[82] part

Top Words in Tweet in G10:
[26] #malaria
[24] msf
[18] countries
[16] check
[16] out
[16] whobulletin
[15] month's
[15] issue
[15] editorial
[15] msf_access

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1694] ðÿ,ðÿ
[647] rts,s
[504] ø,ø
[421] s,first
[406] s,#malaria
[394] vaccine,launched
[394] ø,ù
[391] à,à
[379] well,done
[379] baby,susanna

Top Word Pairs in Tweet in G1:
[1484] ðÿ,ðÿ
[408] rts,s
[359] s,first
[334] vaccine,launched
[333] s,#malaria
[332] well,done
[332] baby,susanna
[332] first,baby
[332] baby,receiving
[332] receiving,rts

Top Word Pairs in Tweet in G2:
[54] fight,against
[46] against,#malaria
[41] tb,#malaria
[41] million,lives
[37] fully,funded
[37] funded,globalfund
[37] globalfund,help
[37] help,save
[37] save,16
[37] 16,million

Top Word Pairs in Tweet in G3:
[78] rts,s
[74] #malaria,#vaccine
[52] roll,out
[51] #plasmodium,#malaria
[48] being,2nd
[48] 2nd,country
[48] country,#africa
[48] #africa,roll
[48] out,#malaria
[48] #vaccine,rts

Top Word Pairs in Tweet in G4:
[95] à,à
[29] take,#malaria
[28] #malaria,pill
[14] remember,take
[14] pill,hope
[14] forget,take
[12] #malaria,#disease
[12] #vitalprotection,#hhltechnology
[11] #mosquitoes,#aedesaegypti
[11] #aedesaegypti,#malaria

Top Word Pairs in Tweet in G5:
[82] ðÿ,ðÿ
[68] rts,s
[58] #malaria,vaccine
[51] views,launch
[51] launch,#malaria
[51] vaccine,pilot
[51] pilot,#ghana
[51] #ghana,pilot
[51] pilot,takes
[50] takes,place

Top Word Pairs in Tweet in G6:
[42] map,spain
[42] spain,1903
[42] 1903,showing
[42] showing,#malaria
[42] #malaria,mortality
[42] mortality,morbidity
[42] morbidity,_isra_cruz
[41] bangertmat,map
[29] #malaria,mosquito
[29] age,structure

Top Word Pairs in Tweet in G7:
[23] world's,first
[23] end,#malaria
[17] first,voice
[17] voice,petition
[16] month,#malariamustdie
[16] #malariamustdie,launched
[16] launched,world's
[16] petition,end
[16] #malaria,make
[16] make,sure

Top Word Pairs in Tweet in G8:
[18] https,t
[18] t,co
[15] hacia,persona
[15] persona,bicentenario
[14] today,#womeninmalaria
[13] jueves,9
[11] echa,ojo
[11] special,issue
[10] ojo,entrevista
[10] entrevista,muyinteresante

Top Word Pairs in Tweet in G9:
[83] first,time
[82] time,#malaysia
[82] #malaysia,indigenous
[82] indigenous,#malaria
[82] #malaria,cases
[82] cases,2018
[82] 2018,thanks
[82] thanks,part
[82] part,strong
[82] strong,surveillance

Top Word Pairs in Tweet in G10:
[16] check,out
[15] out,month's
[15] month's,issue
[15] issue,whobulletin
[15] whobulletin,editorial
[15] editorial,msf
[15] msf,msf_access
[15] msf_access,countries
[15] countries,shifting
[14] rozscourse,check

Top Replied-To
Top Replied-To in Entire Graph:
@who
@fevertreemixers
@globalfund
@gavi
@cav_aep
@billgates
@ecdgraduate
@mokuolu_01
@pintofscience
@conversationuk

Top Replied-To in G1:
@who
@maleekah_t
@indeylee
@billgates

Top Replied-To in G2:
@globalfund
@billgates
@sicilykariuki
@malariamustdie
@kulikovuniatf
@usaidkenya

Top Replied-To in G3:
@pathtweets
@vigilab1
@malariagenomics
@isglobalorg

Top Replied-To in G5:
@gavi
@cdcgov
@onuinfo
@gatesafrica

Top Replied-To in G6:
@fredros_inc
@vysnovapartners

Top Replied-To in G7:
@fevertreemixers
@whitworthpharm
@malarianomoreuk
@benmurraybruce

Top Replied-To in G8:
@cav_aep
@cuatrodiezydos

Top Replied-To in G9:
@who

Top Replied-To in G10:
@aidsfonds_intl
@rico_gustav
@us_fda
@pandeydhruv3

Top Mentioned
Top Mentioned in Entire Graph:
@who
@globalfund
@palonsomalaria
@malarianomoreuk
@whoafro
@elenagomezdiaz
@whowpro
@malariamustdie
@gavi
@kickstarter

Top Mentioned in G1:
@who
@palonsomalaria
@fhi360
@guardian
@drtedros
@billgates
@no_hep
@globalfund
@isglobalorg
@whoafro

Top Mentioned in G2:
@globalfund
@malariamustdie
@pmigov
@unfoundation
@who
@lshtm
@endmalaria
@drtedros
@vkdask
@sajjan95

Top Mentioned in G3:
@palonsomalaria
@aplma_malaria
@who
@burnetinstitute
@isglobalorg
@elenagomezdiaz
@hanniepower
@manhica_cism
@mim_melbourne
@astmh

Top Mentioned in G4:
@destinationsant
@nihclinicalcntr
@thepolicytimes
@jordan9ja
@antybuddy
@aecnewstoday
@rigotordoc

Top Mentioned in G5:
@whoafro
@gavi
@who
@unitaid
@globalfund
@pathtweets
@gsk
@health_ghana
@palonsomalaria
@sciencepresse

Top Mentioned in G6:
@_isra_cruz
@bangertmat
@bloodsparasites
@baldini_fra
@fredros_inc
@msfluxor
@rubueno10
@protistologists
@ifakarahealth
@bugbittentweets

Top Mentioned in G7:
@malarianomoreuk
@fevertreemixers
@guardiannigeria
@watertogouk
@malariamustdie
@globalfund
@ashdykes
@drelviseze
@who
@deusthindwa

Top Mentioned in G8:
@elenagomezdiaz
@granadaciencia
@muyinteresante
@master_bio_uc3m
@cav_aep
@immolecular
@oxfordjournals
@angel_h_merino
@pablolinde
@isglobalorg

Top Mentioned in G9:
@whowpro
@who
@whoafro
@unsdghealth
@rotexbobo
@gavi
@palonsomalaria
@malarianomoreuk

Top Mentioned in G10:
@msf
@whobulletin
@msf_access
@rozscourse
@global
@globalfund
@francetim
@gavinareid
@stoptb
@rico_gustav

Top Tweeters
Top Tweeters in Entire Graph:
@rashidaldosari
@robre62
@nosqldigest
@charlesfrize
@independent
@nilimajumder
@honeymoongondol
@sabor809
@elespectador
@atodomomento_

Top Tweeters in G1:
@honeymoongondol
@guardian
@kellyclelland1
@ani
@thegreyhunter
@africaupdates
@amegaxi
@bjp4india
@hanneshanath
@aren_benito

Top Tweeters in G2:
@independent
@nilimajumder
@aha1r
@business
@nytimes
@sherbah46958042
@ft
@saludhealthinfo
@ingrx
@clansewe

Top Tweeters in G3:
@artistrack_edm
@el_pais
@lavanguardia
@dwatchnews
@elnacionalcat
@abcnews
@financialtimes
@937908mcm
@smartbrain
@npr

Top Tweeters in G4:
@sabor809
@barbara96913515
@rigotordoc
@portalcwb
@varesenews
@babywash
@torrevieja_es
@gurdur
@travelcomments
@crof

Top Tweeters in G5:
@sharjah24
@playmogeek
@kwamea_b
@awgonnerman
@asieduedmund
@jackiec1989
@maribellepinson
@mnarbs
@isanidad
@bgiddu

Top Tweeters in G6:
@santchiweb
@elnocturno
@diolchgar
@profjameslogan
@tinatinde
@jamesmunro5
@mozziebites
@mencardio
@behavecolpapers
@kristindownie

Top Tweeters in G7:
@song_title
@entwistletx
@aishayesufu
@allafrica
@guardiannigeria
@cartujopiloso
@mikebutcher
@maimcy
@gordienkojenia2
@a_majid99

Top Tweeters in G8:
@drrafiqraji
@chahali
@claragrima
@muyinteresante
@waltzing_piglet
@wayuramal
@noinvisibles
@vorkomi
@irenemate
@womensciaust

Top Tweeters in G9:
@analyticaglobal
@syawal
@delilahveronese
@habeeborsilas
@bonillal1
@cathyfarrow1
@abdullmajiidz
@jstroncheck
@ampfmexmario
@khalidnorazmi

Top Tweeters in G10:
@jhcpw
@joykwendo
@faab64
@gentomobile
@statnews
@fmkoh
@msf
@thirugeneva
@hhsgov
@scepticemia