#malaria, Twitter, 8/13/2019 11:53:05 AM, 206630


FAQ | Problem?

#malaria_2019-08-13_04-34-01.xlsx
#malaria_2019-08-13_04-34-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Short Description:
#malaria via NodeXL http://bit.ly/2N07jb9
@globalfund
@rstmh
@who
@malarianomoreuk
@aplma_malaria
@vaccinologist
@burundinfo
@isglobalorg
@whosearo
@france24_fr

Top hashtags:
#malaria
#tb
#aids
#stepupthefight
#burundi
#dengue
#tuberculosis
#ebola
#endmalaria
#health

Description:
Description
The graph represents a network of 3,309 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 Tuesday, 13 August 2019 at 11:35 UTC.

The requested start date was Monday, 12 August 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, 23-hour, 55-minute period from Monday, 29 July 2019 at 00:04 UTC to Monday, 12 August 2019 at 00:00 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 : 3309
Unique Edges : 5169
Edges With Duplicates : 1570
Total Edges : 6739
Number of Edge Types : 3
Mentions : 5877
Replies to : 77
Tweet : 785
Self-Loops : 785
Reciprocated Vertex Pair Ratio : 0.0214566929133858
Reciprocated Edge Ratio : 0.0420119483522837
Connected Components : 477
Single-Vertex Connected Components : 283
Maximum Vertices in a Connected Component : 2305
Maximum Edges in a Connected Component : 5466
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.739189
Graph Density : 0.000474047000175038
Modularity : 0.668149
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[171] https://www.stepupthefight.org/
[28] http://petition.malariamustdie.com/
[18] https://www.theguardian.com/global-development/2019/aug/08/burundi-malaria-outbreak-at-epidemic-levels-as-half-of-population-infected
[15] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(19)30261-0/fulltext?utm_source=Global+Health+NOW+Main+List&utm_campaign=9f7c287227-EMAIL_CAMPAIGN_2019_07_30_12_24&utm_medium=email&utm_term=0_8d0d062dbd-9f7c287227-2936393
[12] https://www.aljazeera.com/news/2019/08/1800-dead-malaria-epidemic-rages-burundi-190806091721788.html
[12] https://www.geovax.com/images/190802_Shareholder_Update_-_Final.pdf
[11] https://kape-kape.org/wp-content/uploads/2019/08/malaria_02_opt.jpg
[10] https://www.nytimes.com/2019/07/27/opinion/sunday/mosquitoes-malaria-zika-history.html
[8] https://blog.fightmalaria.co.uk/malaria-minute/malaria-mortality-may-be-higher-than-estimated?fbclid=IwAR0WgJxMY6TdHctKia8gzpS5vGyQW96Q3zbeME_YTuDMJoXBGkNDRv0cOmc
[8] https://www.bbc.com/news/world-africa-49293782

Top URLs in Tweet in G1:
[152] https://www.stepupthefight.org/
[3] https://twitter.com/GlobalFund/status/1156107037350256641
[2] https://twitter.com/thandienewton/status/1157049992386732034
[2] https://twitter.com/Trevornoah/status/1158378699462512645
[2] https://www.thestar.com/opinion/contributors/2019/08/07/canada-must-step-up-in-global-fight-against-killer-diseases.html
[2] http://PANCAP.org
[2] http://www.aidspan.org/gfo_article/global-fund-launches-promise-all-7-year-olds-call-action-end-epidemics-aids-tb-and
[1] https://www.theglobalfund.org/en/video/2019-08-06-faces-of-the-fight-elhadj/
[1] https://twitter.com/simonpegg/status/1156503971118354433
[1] https://twitter.com/CTAOP/status/1156281472409579520

Top URLs in Tweet in G2:
[13] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(19)30261-0/fulltext?utm_source=Global+Health+NOW+Main+List&utm_campaign=9f7c287227-EMAIL_CAMPAIGN_2019_07_30_12_24&utm_medium=email&utm_term=0_8d0d062dbd-9f7c287227-2936393
[7] https://www.washingtonpost.com/world/2019/07/29/drug-resistant-strain-malaria-is-making-disease-almost-untreatable-southeast-asia/?utm_term=.f01309cae858
[5] https://www.washingtonpost.com/world/2019/07/29/drug-resistant-strain-malaria-is-making-disease-almost-untreatable-southeast-asia/?noredirect=on&utm_term=.4cfdcaf8807e
[5] https://www.stepupthefight.org/
[4] https://www.theguardian.com/global-development/2019/aug/08/burundi-malaria-outbreak-at-epidemic-levels-as-half-of-population-infected
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2819%2930261-0%2Ffulltext&rc=0
[4] https://www.theguardian.com/global-development/2019/aug/08/burundi-malaria-outbreak-at-epidemic-levels-as-half-of-population-infected?CMP=Share_iOSApp_Other
[4] https://www.contagionlive.com/news/parasitic-evolution-in-southeast-asia-leads-to-growth-of-mdr-malaria
[3] https://en.nhandan.org.vn/politics/item/7765402-deputy-pm-calls-for-aplma's-support-in-eliminating-malaria.html#UniteAccelerateEliminate
[3] https://www.lavanguardia.com/vida/20190809/463952008417/youtuber-africano-seis-anos-muere-malaria.html

Top URLs in Tweet in G3:
[11] https://www.geovax.com/images/190802_Shareholder_Update_-_Final.pdf
[5] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[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.dailymail.co.uk/news/article-7317037/Cambridge-student-flight-home-jumped-plane-Madagascar.html
[3] https://www.dropshifter.com/product/vh-328-xiaomi-mosquito-killer-lamp-review-usb-electric-photocatalyst-mosquito-repellent-insect-killer-lamp-trap-uv-light-from-xiaomi-youpin/
[3] https://ugmirror.com/index.php/2019/08/09/un-malaria-has-killed-1800-people-in-burundi-so-far-in-2019/
[3] https://www.bbc.co.uk/news/world-africa-49293782
[2] https://twitter.com/nytscience/status/1155489873014472705
[2] https://www.bbc.com/news/health-49017699
[2] https://www.mynation.com/india-news/delhi-over-80-cases-of-malaria-reported-34-affected-with-dengue-pvehyd

Top URLs in Tweet in G4:
[28] http://petition.malariamustdie.com/
[4] https://twitter.com/PAlonsoMalaria/status/1125419827882012674
[3] https://blog.fightmalaria.co.uk/malaria-minute/malaria-mortality-may-be-higher-than-estimated?fbclid=IwAR0WgJxMY6TdHctKia8gzpS5vGyQW96Q3zbeME_YTuDMJoXBGkNDRv0cOmc
[3] https://www.stepupthefight.org/
[3] https://www.vice.com/en_in/article/bj995z/new-drug-resistant-malaria-strains-are-spreading-in-southeast-asia
[2] https://bit.ly/2Onk8hT
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(19)30261-0/fulltext
[2] https://www.france24.com/en/20190806-1800-dead-malaria-epidemic-rages-burundi-un
[2] https://www.washingtonpost.com/world/2019/07/29/drug-resistant-strain-malaria-is-making-disease-almost-untreatable-southeast-asia/?noredirect=on&utm_term=.5133eb34388d
[2] https://www.who.int/news-room/detail/22-05-2019-algeria-and-argentina-certified-malaria-free-by-who

Top URLs in Tweet in G5:
[1] https://www.sanomd.com/blocking-buzzing-bites-and-bumps
[1] https://www.thehindubusinessline.com/news/science/icmr-scientists-identify-new-biomarker-for-malaria/article28124520.ece
[1] http://www.sciencedirect.com/science/authShare/S1477893919301139/20190805T110300Z/1?md5=7597fde09d8c11b646741655b1b5197a&dgcid=coauthor
[1] https://hs.news/malaria-patient-increasing
[1] http://ZINI.ai
[1] https://qz.com/india/1489510/indians-are-using-illegal-medicines-to-treat-tb-and-malaria/
[1] https://www.bbc.co.uk/news/health-49017699

Top URLs in Tweet in G6:
[3] https://www.ncbi.nlm.nih.gov/pubmed/30753425?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[3] http://www.ajtmh.org/content/journals/10.4269/ajtmh.19-0275
[3] http://www.ajtmh.org/content/journals/10.4269/ajtmh.18-0897;jsessionid=UrmJhk91DAWWyMeUiGA52Z3B.ip-10-241-1-122
[3] https://www.eurekalert.org/pub_releases/2019-07/iddo-atl072419.php
[3] https://www.scidev.net/global/malaria/news/drug-resistant-malaria-spreading-fast-in-south-east-asia.html
[2] http://wwwncdev.cdc.gov/eid/article/25/9/19-0445?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ncbi.nlm.nih.gov/pubmed/30127085?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[2] http://www.jvbd.org/text.asp?2019%2F56%2F2%2F122%2F263727&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ncbi.nlm.nih.gov/pubmed/28602553?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.sciencedirect.com/science/article/pii/S0399077X18307893?dgcid=rss_sd_all&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[5] https://www.theglobeandmail.com/opinion/article-mosquitoes-are-a-canadian-icon-and-theyre-mass-murderers/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[2] https://www.stepupthefight.org/
[1] https://youtu.be/N0Gv96uDctM
[1] https://www.nytimes.com/2019/07/27/opinion/sunday/mosquitoes-malaria-zika-history.html
[1] https://www.aljazeera.com/news/2019/08/1800-dead-malaria-epidemic-rages-burundi-190806091721788.html
[1] https://www.linkedin.com/pulse/drug-resistant-malaria-parasites-spreading-across-asia-melvin-sanicas
[1] https://twitter.com/vaccinologist/status/1144281783275532288
[1] https://www.ghitfund.org/applyforfunding/htlp/en
[1] https://www.thestar.com/opinion/contributors/2019/08/07/canada-must-step-up-in-global-fight-against-killer-diseases.html
[1] https://www.penguinrandomhouse.com/books/576149/the-mosquito-by-timothy-c-winegard/9781524743413/

Top URLs in Tweet in G8:
[6] https://allafrica.com/view/group/main/main/id/00069351.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Agroup%3Aabkopt
[2] https://www.medrxiv.org/content/10.1101/19002212v1
[1] https://www.bbc.com/news/world-africa-49293782
[1] https://www.theguardian.com/global-development/2019/aug/08/burundi-malaria-outbreak-at-epidemic-levels-as-half-of-population-infected
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0220563
[1] https://www.aljazeera.com/amp/news/2019/08/1800-dead-malaria-epidemic-rages-burundi-190806091721788.html#click=https://t.co/5JHr4vvQ5b
[1] https://allafrica.com/stories/201908070101.html

Top URLs in Tweet in G9:
[3] https://womeninmalaria.weebly.com/
[3] http://www.biochemsoctrans.org/content/early/2019/08/02/BST20170563
[2] https://www.theguardian.com/global-development/2019/aug/08/burundi-malaria-outbreak-at-epidemic-levels-as-half-of-population-infected
[2] https://www.sciencedirect.com/science/article/pii/S221112471930909X
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2819%2930261-0%2Ffulltext&rc=0
[2] https://womeninmalaria.weebly.com
[1] https://twitter.com/lindanordling/status/1154982565171871744
[1] https://www.medschool.umaryland.edu/profiles/Carneiro-da-Silva-Joana/
[1] https://www.researchgate.net/profile/Emily_Ebel
[1] https://journals.plos.org/plosgenetics/article?id=10.1371/journal.pgen.1007023

Top URLs in Tweet in G10:
[5] https://www.nytimes.com/2019/07/27/opinion/sunday/mosquitoes-malaria-zika-history.html
[4] https://www.theguardian.com/global-development/2019/aug/08/burundi-malaria-outbreak-at-epidemic-levels-as-half-of-population-infected
[4] https://www.theguardian.com/global-development/2019/jul/18/how-myanmar-became-an-example-to-the-world-in-the-battle-against-malaria
[3] https://www.isglobal.org/es/-/los-nanovectores-podrian-mejorar-la-administracion-combinada-de-farmacos-contra-la-malaria
[2] https://www.isglobal.org/en/-/los-nanovectores-podrian-mejorar-la-administracion-combinada-de-farmacos-contra-la-malaria
[1] https://my.corehr.com/pls/uoxrecruit/erq_jobspec_version_4.display_form?p_company=10&p_internal_external=E&p_display_in_irish=N&p_process_type=&p_applicant_no=&p_form_profile_detail=&p_display_apply_ind=Y&p_refresh_search=Y&p_recruitment_id=142273
[1] https://www.isglobal.org/ca/-/bohemia-clinical-trial-mopeia-medical-doctor-study-clinician-
[1] https://www.isglobal.org/ca/-/co-principal-investigator-for-the-bohemia-clinical-trial-mopeia-site
[1] https://www.stepupthefight.org
[1] https://www.isglobal.org/ca/-/lab-technician-nanomalaria

Top Domains
Top Domains in Tweet in Entire Graph:
[175] stepupthefight.org
[128] twitter.com
[45] co.uk
[43] theguardian.com
[34] malariamustdie.com
[32] thelancet.com
[21] youtube.com
[21] nih.gov
[18] washingtonpost.com
[17] aljazeera.com

Top Domains in Tweet in G1:
[153] stepupthefight.org
[19] twitter.com
[4] thestar.com
[3] pancap.org
[2] bit.ly
[2] aidspan.org
[2] youtube.com
[1] theglobalfund.org
[1] congress.gov
[1] plos.org

Top Domains in Tweet in G2:
[19] thelancet.com
[14] washingtonpost.com
[10] biomedcentral.com
[10] theguardian.com
[10] twitter.com
[5] stepupthefight.org
[5] wwarn.org
[5] biotech-now.org
[4] co.uk
[4] org.vn

Top Domains in Tweet in G3:
[30] twitter.com
[21] co.uk
[11] geovax.com
[7] instagram.com
[7] theguardian.com
[6] blogspot.com
[5] bbc.com
[5] facebook.com
[4] nih.gov
[4] dropshifter.com

Top Domains in Tweet in G4:
[34] malariamustdie.com
[10] co.uk
[8] twitter.com
[4] youtube.com
[3] org.uk
[3] thelancet.com
[3] who.int
[3] stepupthefight.org
[3] vice.com
[2] pharmatimes.com

Top Domains in Tweet in G5:
[1] sanomd.com
[1] thehindubusinessline.com
[1] sciencedirect.com
[1] hs.news
[1] zini.ai
[1] qz.com
[1] co.uk

Top Domains in Tweet in G6:
[15] nih.gov
[8] ajtmh.org
[5] scidev.net
[3] sciencedirect.com
[3] eurekalert.org
[3] twitter.com
[2] cdc.gov
[2] jvbd.org
[2] biomedcentral.com
[2] washingtonpost.com

Top Domains in Tweet in G7:
[5] theglobeandmail.com
[2] stepupthefight.org
[2] nytimes.com
[1] youtu.be
[1] aljazeera.com
[1] linkedin.com
[1] twitter.com
[1] ghitfund.org
[1] thestar.com
[1] penguinrandomhouse.com

Top Domains in Tweet in G8:
[7] allafrica.com
[2] medrxiv.org
[1] bbc.com
[1] theguardian.com
[1] plos.org
[1] aljazeera.com

Top Domains in Tweet in G9:
[5] sciencedirect.com
[5] twitter.com
[5] weebly.com
[4] elsevierhealth.com
[3] biochemsoctrans.org
[2] theguardian.com
[2] umaryland.edu
[2] researchgate.net
[2] nature.com
[2] asm.org

Top Domains in Tweet in G10:
[9] theguardian.com
[9] isglobal.org
[5] nytimes.com
[5] thelancet.com
[2] stepupthefight.org
[2] twitter.com
[1] corehr.com
[1] lavanguardia.com
[1] aljazeera.com
[1] cosmosmagazine.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3165] malaria
[714] tb
[663] aids
[331] stepupthefight
[268] burundi
[128] dengue
[118] tuberculosis
[95] ebola
[87] endmalaria
[68] health



Top Hashtags in Tweet in G1:
[539] malaria
[518] tb
[515] aids
[288] stepupthefight
[27] hiv
[11] senegal
[10] tuberculosis
[9] endaids
[8] expert
[8] publichealth

Top Hashtags in Tweet in G2:
[404] malaria
[68] burundi
[40] ectmih2019
[35] ebola
[27] kaduna
[26] globalhealth
[25] llins
[22] myanmar
[20] vietnam
[19] antimalarial

Top Hashtags in Tweet in G3:
[359] malaria
[39] dengue
[28] burundi
[27] mosquitoes
[23] ebola
[20] health
[18] hiv
[18] mosquito
[14] prevention
[14] disease

Top Hashtags in Tweet in G4:
[248] malaria
[39] aids
[39] tb
[37] malariamustdie
[17] endmalaria
[16] stepupthefight
[12] burundi
[9] dengue
[8] fridayfun
[6] speakup

Top Hashtags in Tweet in G5:
[75] malaria
[28] endmalaria
[22] healthforall
[17] worldmalariaday
[12] swasthabharat
[7] dadranagarhaveli
[6] dengue
[3] health
[3] mosquitonets
[2] scientists

Top Hashtags in Tweet in G6:
[133] malaria
[14] cameroon
[11] plasmodium
[10] burundi
[9] scienceread
[9] shiny
[8] endmalaria
[8] tb
[7] insecticide
[7] tanzania

Top Hashtags in Tweet in G7:
[86] malaria
[71] tb
[61] tuberculosis
[10] aids
[7] burundi
[5] hiv
[5] ghitfund
[4] globalhealth
[4] genomic
[3] dengue

Top Hashtags in Tweet in G8:
[131] malaria
[66] burundi
[25] youtuber
[25] kacaman
[17] zeromalaria
[7] india
[7] africa
[6] ocha
[5] dadranagarhaveli
[5] swasthabharat

Top Hashtags in Tweet in G9:
[79] malaria
[29] womeninmalaria
[27] plasmodium
[5] apicoplast
[5] mebop2019
[4] entomology
[3] research
[2] vaccines
[2] mosquito
[2] parasitology

Top Hashtags in Tweet in G10:
[67] malaria
[19] vaccine
[10] joboffer
[7] bohemiaproject
[6] nanovectores
[5] zika
[4] clinicaltrial
[3] endmalaria
[3] aids
[3] tb

Top Words
Top Words in Tweet in Entire Graph:
[1996] Words in Sentiment List#1: Positive
[2280] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[89723] Non-categorized Words
[93999] Total Words
[3161] #malaria
[1208] à
[793] globalfund
[714] #tb
[663] #aids

Top Words in Tweet in G1:
[644] globalfund
[539] #malaria
[518] #tb
[515] #aids
[436] end
[418] letter
[415] open
[388] promise
[293] 2030
[287] #stepupthefight

Top Words in Tweet in G2:
[404] #malaria
[116] malaria
[104] rstmh
[60] epidemic
[58] elimination
[56] aplma_malaria
[51] outbreak
[50] drug
[49] half
[46] burundi

Top Words in Tweet in G3:
[359] #malaria
[318] à
[91] malaria
[39] #dengue
[36] क
[34] र
[31] more
[30] take
[30] mosquito
[27] #mosquitoes

Top Words in Tweet in G4:
[248] #malaria
[73] 1
[61] malarianomoreuk
[56] whosearo
[52] health
[51] whoafro
[49] globalfund
[48] drtedros
[48] r
[47] time

Top Words in Tweet in G5:
[130] à
[75] #malaria
[65] nhpindia
[54] symptoms
[40] mohfw_india
[32] mosquito
[29] develop
[29] seven
[29] days
[29] bite

Top Words in Tweet in G6:
[131] #malaria
[25] research
[24] out
[23] children
[20] new
[18] pmigov
[18] malariaatlas
[17] bloodsparasites
[17] hear
[17] more

Top Words in Tweet in G7:
[86] #malaria
[72] vaccinologist
[71] #tb
[66] more
[65] deadliest
[63] s
[63] diseases
[61] #tuberculosis
[60] one
[60] communicable

Top Words in Tweet in G8:
[131] #malaria
[66] #burundi
[53] sijax07
[38] bbcswahili
[36] malaria
[31] watu
[29] na
[29] des
[26] katika
[26] ni

Top Words in Tweet in G9:
[79] #malaria
[34] elenagomezdiaz
[31] today
[29] #womeninmalaria
[27] #plasmodium
[25] ðÿ
[21] parasites
[14] https
[14] t
[14] studies

Top Words in Tweet in G10:
[67] #malaria
[24] outbreak
[24] isglobalorg
[23] clinical
[23] trial
[19] hiring
[19] immunologist
[19] ra
[19] join
[19] busy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1043] à,à
[617] #tb,#malaria
[583] #aids,#tb
[461] end,#aids
[455] open,letter
[428] globalfund,open
[270] #malaria,2030
[270] sign,globalfund
[245] part,promise
[234] promise,end

Top Word Pairs in Tweet in G1:
[501] #tb,#malaria
[474] #aids,#tb
[415] open,letter
[399] globalfund,open
[396] end,#aids
[253] #malaria,2030
[250] sign,globalfund
[228] part,promise
[219] 2030,join
[215] promise,end

Top Word Pairs in Tweet in G2:
[47] #malaria,elimination
[37] #ectmih2019,september
[37] several,talks
[34] interested,#malaria
[34] #malaria,hosting
[34] hosting,several
[34] talks,sessions
[34] sessions,#ectmih2019
[34] liverpool,rapid
[32] rstmh,interested

Top Word Pairs in Tweet in G3:
[283] à,à
[25] take,#malaria
[25] #malaria,pill
[17] र,य
[16] #dengue,#malaria
[15] 1,800
[14] मल,र
[13] #mosquitoes,#aedesaegypti
[13] #aedesaegypti,#malaria
[13] #vitalprotection,#hhltechnology

Top Word Pairs in Tweet in G4:
[47] health,r
[47] r,d
[46] whoafro,who_europe
[46] who_europe,whosearo
[46] whosearo,whoemro
[46] whoemro,pahowho
[46] pahowho,whowpro
[46] whowpro,drtedros
[46] drtedros,doctorsoumya
[46] doctorsoumya,1

Top Word Pairs in Tweet in G5:
[114] à,à
[29] symptoms,#malaria
[29] #malaria,develop
[29] develop,seven
[29] seven,days
[29] days,bite
[29] bite,infected
[29] infected,mosquito
[25] whosearo,whothailand
[25] whothailand,whomaldives

Top Word Pairs in Tweet in G6:
[14] #cameroon,finished
[14] finished,second
[14] second,wave
[14] wave,smc
[14] smc,campaign
[14] campaign,prevent
[14] prevent,#malaria
[14] #malaria,young
[14] young,children
[14] children,let's

Top Word Pairs in Tweet in G7:
[60] #tuberculosis,#tb
[60] #tb,one
[60] s,deadliest
[60] deadliest,communicable
[60] communicable,diseases
[60] diseases,causing
[60] causing,more
[60] more,deaths
[60] deaths,#malaria
[60] #malaria,even

Top Word Pairs in Tweet in G8:
[40] sijax07,sijax07
[25] nyota,na
[25] na,mcheshi
[25] mcheshi,katika
[25] katika,mtandao
[25] mtandao,#youtuber
[25] #youtuber,6
[25] 6,amefariki
[25] amefariki,baada
[25] baada,kuugua

Top Word Pairs in Tweet in G9:
[25] today,#womeninmalaria
[20] #plasmodium,#malaria
[16] #malaria,parasites
[13] https,t
[13] t,co
[12] elenagomezdiaz,today
[10] ðÿ,ï
[10] ï,today
[8] #malaria,friends
[8] elenagomezdiaz,ðÿ

Top Word Pairs in Tweet in G10:
[23] #malaria,outbreak
[22] clinical,trial
[19] hiring,immunologist
[19] immunologist,ra
[19] ra,join
[19] join,busy
[19] busy,#malaria
[19] outbreak,pathogen
[19] pathogen,#vaccine
[19] #vaccine,clinical

Top Replied-To
Top Replied-To in Entire Graph:
@whothailand
@bbcafrica
@cobbo3
@ntimp1
@sfhnigeria
@geopoliticaljd
@everydna
@bbcworld
@unicefindia
@yobestategovt

Top Replied-To in G1:
@paimadhu
@ngoplyc
@zenysis
@globalfund

Top Replied-To in G2:
@sfhnigeria
@bbcworld
@yobestategovt
@ojayfemi
@acomin11
@who
@senseaboutsci

Top Replied-To in G3:
@dwwuk

Top Replied-To in G4:
@whothailand
@whoafro
@gdndevelopment
@alimanfoo

Top Replied-To in G5:
@unicefindia
@nhpindia
@nitinkchatur

Top Replied-To in G6:
@afp

Top Replied-To in G8:
@ntimp1
@rtnburundi
@mukamana25
@apollosmile
@alainruvu

Top Replied-To in G9:
@everydna
@frischknechtlab
@perineuronalphd

Top Mentioned
Top Mentioned in Entire Graph:
@globalfund
@rstmh
@who
@whosearo
@malarianomoreuk
@vaccinologist
@nhpindia
@aplma_malaria
@muhammadpate
@gaviseth

Top Mentioned in G1:
@globalfund
@muhammadpate
@stoptb
@trevornoah
@wbg_health
@thegff
@simonpegg
@ctaop
@rminghui
@canadianpm

Top Mentioned in G2:
@rstmh
@aplma_malaria
@globalfund
@unocha
@nmepng
@sfhnigeria
@fightingmalaria
@wwarn
@apmen
@gatesfoundation

Top Mentioned in G3:
@himmoderator
@nhsinwolves
@nhsmkccg
@patrickfavrel
@ccsimpact
@viraburnayeva
@dwwuk
@carensave
@sciart3d

Top Mentioned in G4:
@who
@malarianomoreuk
@whosearo
@globalfund
@whoafro
@drtedros
@who_europe
@whoemro
@pahowho
@whowpro

Top Mentioned in G5:
@nhpindia
@mohfw_india
@whosearo
@whothailand
@whomaldives
@whosrilanka
@whoindonesia
@whotimorleste
@uninindia
@ayushmannha

Top Mentioned in G6:
@pmigov
@bloodsparasites
@impact_malaria
@ajtmh
@nothingbutnets
@malariaatlas
@usaid
@nickeperry
@statsforbios
@usaidasia

Top Mentioned in G7:
@vaccinologist
@tcwinegard
@picardonhealth
@globalfund
@ghitfund
@olivomiotto
@janephilpott
@ted_ed
@nytimes

Top Mentioned in G8:
@bbcswahili
@france24_fr
@fredros_inc
@sijax07
@ameno51
@silasmajambere
@annedowdmoretti
@yactivista
@phcmandoni
@allafrica

Top Mentioned in G9:
@elenagomezdiaz
@uofmaryland
@ksburrack17
@umnews
@umnresearch
@hanniepower
@jcsilva_us
@er_ebel
@stanford
@sheinerlab

Top Mentioned in G10:
@isglobalorg
@profkatieewer
@je
@globalphobserv
@hospitalclinic
@ibecbarcelona
@manhica_cism
@thelancet
@ljr_leanne
@globalfund

Top Tweeters
Top Tweeters in Entire Graph:
@mlnangalama
@ez4u2say_janis
@independent
@strategicpolicy
@thehill
@indianexpress
@kokusizu2
@firstpost
@eddarrell
@guardian

Top Tweeters in G1:
@chriskirouac
@timesofindia
@magarya
@fareedaasf
@cindyfsolomon
@wameyokw
@sks_media
@howardbike
@ghenhiskhan
@jnaylor

Top Tweeters in G2:
@k1a1zzz
@capitalfmkenya
@axxisonmargaret
@dwatchnews
@glaciarblue
@viewsini
@bbcworld
@9newsaus
@annie5133
@laurence_mm

Top Tweeters in G3:
@mlnangalama
@firstpost
@hubertdemeulder
@news24tvchannel
@politicscanadia
@physorg_health
@solhog
@peninsulaqatar
@asieduedmund
@do6986

Top Tweeters in G4:
@kokusizu2
@eddarrell
@lizditz
@oasismountain
@4everanimalz1
@thedoomslayer96
@thetimes
@nournewsnet
@newvisionwire
@quinnydreddiva

Top Tweeters in G5:
@viralvm69
@saver_jain
@aknarne
@marciasgreen
@rrmpinero
@nepal_trending
@gaonconnection
@elanabrown
@unicef
@ashoksis

Top Tweeters in G6:
@strategicpolicy
@guardian
@washingtonpost
@afp
@bagaluesunab
@fredwhitecap
@rstatstweet
@sdg2030
@mbenjumafany
@uq_news

Top Tweeters in G7:
@globeandmail
@nytimes
@trigorosa
@torontostar
@karassi_
@blancobello
@akharidas
@avocams
@picardonhealth
@macleans

Top Tweeters in G8:
@surrocahenri
@le_dornien_
@allafrica
@prospermasau
@romainribas
@davidcastagnet
@france24_fr
@iambrighton1
@onevoiceea
@abouyusouf

Top Tweeters in G9:
@bbcsport
@nembotavy_0101
@waltzing_piglet
@justbementalist
@zaminiqbal
@cdcgov
@plosbiology
@stanford
@oxfordjournals
@de_meddy

Top Tweeters in G10:
@angeles_jurado
@jongoofel
@cruzcorba
@mareablancacat
@ghia1212
@globalphobserv
@equityhealthdev
@helengavaghan
@raultoran
@cofheq