#malaria, Twitter, 6/25/2019 1:26:48 PM, 200998


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#malaria_2019-06-25_04-22-51.xlsx
#malaria_2019-06-25_04-22-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 25, 2019
Short Description:
#malaria via NodeXL http://bit.ly/2ZMLfnk
@who
@globalfund
@malarianomore
@ihme_uw
@malariamustdie
@nihdirector
@stanfordhp
@malarianomoreuk
@hanniepower
@malariaatlas

Top hashtags:
#malaria
#tb
#endmalaria
#hiv
#mosquito
#plasmodium
#aids
#africa
#dengue

Description:
Description
The graph represents a network of 3,039 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, 25 June 2019 at 11:24 UTC.

The requested start date was Monday, 24 June 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, 19-minute period from Monday, 10 June 2019 at 00:25 UTC to Sunday, 23 June 2019 at 23:44 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 : 3039
Unique Edges : 4661
Edges With Duplicates : 1723
Total Edges : 6384
Number of Edge Types : 3
Tweet : 808
Mentions : 5491
Replies to : 85
Self-Loops : 808
Reciprocated Vertex Pair Ratio : 0.0385972651080723
Reciprocated Edge Ratio : 0.0743257591845402
Connected Components : 444
Single-Vertex Connected Components : 252
Maximum Vertices in a Connected Component : 2068
Maximum Edges in a Connected Component : 5251
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.880658
Graph Density : 0.000510047027440725
Modularity : 0.613459
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] http://petition.malariamustdie.com/
[27] https://www.fightmalaria.co.uk/malaria-quiz/
[27] https://www.bbc.co.uk/news/health-48581317
[25] https://www.bbc.com/news/health-48581317
[24] http://s1.q4cdn.com/460208960/files/News/2019/Zacks_SCR_Research_06102019_GOVX_Vandermosten.pdf
[18] https://www.kickstarter.com/projects/1198357323/malaria-1-killer-disease-of-children-under-age-5-w
[16] https://www.who.int/malaria/publications/atoz/e-2020-progress-report-2019/en/
[16] https://afro.who.int/news/promising-results-malaria-prevention-medication-among-children-borno-state-nigeria
[12] http://outbreaknewstoday.com/malaria-burundi-reports-more-than-3-million-cases-in-first-5-months-61283/
[11] https://www.wwarn.org/news/news-articles/access-malaria-data-using-wwarn-data-inventory

Top URLs in Tweet in G1:
[31] http://petition.malariamustdie.com/
[26] https://www.fightmalaria.co.uk/malaria-quiz/
[12] https://www.who.int/malaria/publications/atoz/e-2020-progress-report-2019/en/
[10] https://www.wwarn.org/news/news-articles/access-malaria-data-using-wwarn-data-inventory
[8] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(19)30161-6/fulltext
[7] https://www.thecitizen.co.tz/news/1840340-5150252-8r5fqe/index.html
[6] https://www.bbc.co.uk/news/health-48581317
[6] https://www.downtoearth.org.in/news/health/5-countries-had-zero-malaria-cases-in-2018-who-65200
[6] https://www.contagionlive.com/news/fetching-findings-for-the-use-of-dogs-in-malaria-detection-public-health-watch
[5] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(19)31097-9/fulltext

Top URLs in Tweet in G2:
[15] https://afro.who.int/news/promising-results-malaria-prevention-medication-among-children-borno-state-nigeria
[3] https://www.who.int/malaria/publications/atoz/e-2020-progress-report-2019/en/
[2] https://www.afro.who.int/health-topics/disease-outbreaks/outbreaks-and-other-emergencies-updates
[2] https://apps.who.int/iris/bitstream/handle/10665/325304/WHO-CDS-GMP-2019.07-eng.pdf?ua=1
[2] https://www.bnitm.de/aktuelles/veranstaltungen/7533-open-air-das-bnitm-auf-dem-rathausmarkt/
[1] https://www.who.int/news-room/detail/22-05-2019-algeria-and-argentina-certified-malaria-free-by-who
[1] https://www.who.int/news-room/detail/23-04-2019-malaria-vaccine-pilot-launched-in-malawi
[1] https://www.who.int/malaria/areas/elimination/e2020/en/
[1] https://www.who.int/malaria/news/2019/china-prevents-malaria-from-border-entry/en/
[1] https://www.who.int/malaria/news/2019/china-road-to-elimination/en/

Top URLs in Tweet in G3:
[17] http://s1.q4cdn.com/460208960/files/News/2019/Zacks_SCR_Research_06102019_GOVX_Vandermosten.pdf
[4] https://www.bbc.com/news/health-48581317
[3] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[2] https://www.bbc.com/news/health-48464510
[2] https://www.bbc.co.uk/news/health-48581317
[2] https://www.instagram.com/p/BysiZlZHBvv/
[2] https://3dprint.com/246726/malaria-diagnostics-researcher-3d-prints-microscope-accessory-imaging-smartphones/
[2] https://www.genengnews.com/news/latest-buzz-malaria-drug-may-help-prevent-genetic-hearing-loss/
[2] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0144764
[2] https://www.scoop.it/topic/ehealth-14/p/4108335861/2019/06/17/big-data-can-stop-malaria-outbreaks-before-they-start?utm_medium=social&utm_source=twitter

Top URLs in Tweet in G4:
[4] https://www.bbc.com/news/health-48581317
[3] https://twitter.com/billgates/status/1142292377748627456
[3] https://elpais.com/elpais/2019/06/15/planeta_futuro/1560617206_840563.html
[3] http://fillupthefund.de/
[2] https://results.org/news/global-fund-media-map
[2] https://www.bbc.com/news/health-48717288
[2] http://www.indiahealthfund.org
[2] http://fillupthefund.de/presse/
[2] https://act.one.org/sign/global-fund-petition-2019-de/
[1] https://twitter.com/afd_en/status/1140979124770488321

Top URLs in Tweet in G5:
[7] https://www.bbc.co.uk/news/health-48581317
[4] http://www.healthdata.org/news-release/new-high-resolution-maps-show-how-defeat-malaria?utm_campaign=KFF-2018-Daily-GHP-Report&utm_source=hs_email&utm_medium=email&utm_content=73885313&_hsenc=p2ANqtz-8ZYRpDJgrxdOb_81Y8pSy0b7jZc2-laDMR2NKqrypg96x8ysHUDDNfqu2I1H5U5FhH_DQitiU2-W0UYYqX1FkvfaFwUQ&_hsmi=73885313
[3] https://academic.oup.com/jtm/article-abstract/26/4/taz027/5475009?redirectedFrom=fulltext
[2] https://www.natureasia.com/en/nmiddleeast/article/10.1038/nmiddleeast.2019.89
[2] https://twitter.com/WHO/status/1131161220734758912
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(19)31097-9/fulltext
[2] https://www.bbc.com/news/health-48581317
[1] https://sciencespeaksblog.org/2019/06/21/zanzibar-study-shows-routine-health-information-systems-data-can-help-malaria-prevention-efforts/?utm_source=feedburner&utm_medium=email&utm_campaign=Feed%3A+ScienceSpeaksHivTbNews+%28Science+Speaks%3A+Global+ID+News%29
[1] https://www.bbc.com/news/health-48581317?utm_campaign=KFF-2018-Daily-GHP-Report&utm_source=hs_email&utm_medium=email&utm_content=73571628&_hsenc=p2ANqtz--FTuQsDlZRr-fu6h7_EErZrgidxKJne8cXvzBqRU_Qd36XDmks8mQuK8DuW9Jx6XEz8tjHg9WuFyretyhKfFzi1NEfcw&_hsmi=73571628
[1] https://www.insightcrime.org/news/analysis/venezuela-disease-outbreak-criminal-migration-illegal-mines/?fbclid=IwAR1M498z10FBxJ6a6T4kS1AEChJAe3_34ur-5TafRq6FtWgYvCow6G_BSZQ

Top URLs in Tweet in G6:
[2] http://www.biotechdaily.com.au
[2] https://medicalxpress.com/news/2019-06-identification-antibodies-key-effective-malaria.html
[2] https://medicalxpress.com/news/2019-06-human-protein-aids-malaria-parasite.html
[2] https://www.cell.com/cell/fulltext/S0092-8674(19)30553-7
[2] http://s1.q4cdn.com/460208960/files/News/2019/Zacks_SCR_Research_06102019_GOVX_Vandermosten.pdf
[1] https://www.cell.com/cell/fulltext/S0092-8674(19)30219-3?sf214631365=1
[1] https://www.cell.com/immunity/fulltext/S1074-7613(18)30030-X?sf214631173=1
[1] https://www.medsci.ox.ac.uk/news/identification-of-protective-antibodies-may-be-key-to-malaria-vaccine
[1] https://soundcloud.com/beauchamps-tenth-horse
[1] https://twitter.com/Emma_McHuge/status/1139017713890684928

Top URLs in Tweet in G7:
[2] https://womeninmalaria.weebly.com
[2] https://www.nature.com/articles/doi:10.1038/s41564-019-0474-x.epdf?shared_access_token=FVk50G26xdSCWCDg1yPKatRgN0jAjWel9jnR3ZoTv0NIl-E9XJ05An8O5UBh3P4CbNTzxlFlWfYGP4UYVppRBQymRenQ5BBVDK0k0GpIHSA55KSZG-iIQTycS8tzrlwmtF9I7-njSENmHOjSfe-mPg%3D%3D
[2] https://www.nature.com/articles/doi:10.1038/s41564-019-0474-x.epdf?shared_access_token=kzLqxl2eUBInlPiUKBoDXdRgN0jAjWel9jnR3ZoTv0NIl-E9XJ05An8O5UBh3P4CbNTzxlFlWfYGP4UYVppRBQymRenQ5BBVDK0k0GpIHSCYkYre-aPzPvHQeMvDAu48QrbWnE89TC3Rt05O2cHpmg%3D%3D
[1] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(19)30114-6/fulltext#.XP86B0555w8.twitter
[1] https://www.nature.com/articles/doi:10.1038/s41564-019-0474-x.epdf?author_access_token=1r8_gNK4OGHRVRThk-tu7dRgN0jAjWel9jnR3ZoTv0NIl-E9XJ05An8O5UBh3P4CtfdPP4fARzsE9DelRTojdhmXp2N2Et1M8UxLgd_l-gf7dseJGRVqiKmeEQJ7IpVOr7tXUaUxx5BfnWxVL1soEQ%3D%3D
[1] https://www.biorxiv.org/content/10.1101/675967v1
[1] https://sangerinstitute.blog/2019/05/23/infectious-diseases-make-a-comeback-in-venezuela-following-healthcare-crisis/?utm_content=buffer4bed9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.linkedin.com/in/mariatusell/
[1] https://www.imperial.ac.uk/people/k.malpartida-cardenas16
[1] https://naturemicrobiologycommunity.nature.com/channels/346-behind-the-paper/posts/49870-measuring-the-unmeasurable-modelling-pathogen-load-dynamics-to-elucidate-mechanistic-determinants-of-host-plasmodium-falciparum-interactions

Top URLs in Tweet in G8:
[4] https://www.evidentlycochrane.net/avoiding-malaria/
[1] https://go.usa.gov/xmufk
[1] https://www.cochranelibrary.com/cdsr/doi/10.1002/14651858.CD010678.pub3/full
[1] https://directorsblog.nih.gov/2019/06/11/combating-mosquitoes-with-an-engineered-fungus/

Top URLs in Tweet in G9:
[1] https://www.insightcrime.org/news/analysis/venezuela-disease-outbreak-criminal-migration-illegal-mines/?fbclid=IwAR1M498z10FBxJ6a6T4kS1AEChJAe3_34ur-5TafRq6FtWgYvCow6G_BSZQ
[1] https://www.bbc.com/news/health-48581317
[1] https://twitter.com/statnews/status/1138446970513764357
[1] https://www.pennews.net/delhi/2019/06/20/kejriwal-chairs-review-meeting-on-preparedness-for-vector-borne-diseases
[1] https://www.pennews.net/health/2019/06/10/outbreak-of-malaria-in-tripura-villages
[1] https://www.etvbharat.com/hindi/delhi/city/delhi/increased-cases-of-malaria-and-dengue-in-delhi-1-1/dl20190620050207320?content_id=dl20190620050207320&content_type=article&media_type=news&language=hindi&details_link=news-details-delhi&state=dl
[1] https://twitter.com/Zinitheai/status/1138022554826706944

Top URLs in Tweet in G10:
[4] https://blogs.scientificamerican.com/observations/africa-doesnt-need-genetically-modified-mosquitoes/
[2] https://www.cbc.ca/news/canada/north/antimalarial-fungus-frobisher-bay-1.5170687
[2] https://twitter.com/crisprcon/status/1131966460568276992
[2] https://www.theguardian.com/global-development/2019/may/31/mosquito-killing-spider-juice-offers-malaria-hope
[1] https://fcld.ly/axnwukp
[1] https://fcld.ly/40xfweh
[1] https://www.nature.com/articles/s41467-019-10121-3
[1] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1007722
[1] https://twitter.com/SerreLab/status/1136312866431102976
[1] https://stm.sciencemag.org/content/11/495/eaav3963

Top Domains
Top Domains in Tweet in Entire Graph:
[156] twitter.com
[74] co.uk
[55] who.int
[37] thelancet.com
[36] bbc.com
[33] malariamustdie.com
[29] nih.gov
[28] youtube.com
[24] q4cdn.com
[23] ac.uk

Top Domains in Tweet in G1:
[41] co.uk
[33] malariamustdie.com
[32] twitter.com
[23] nih.gov
[21] who.int
[20] thelancet.com
[14] wwarn.org
[14] biomedcentral.com
[11] youtube.com
[10] ajtmh.org

Top Domains in Tweet in G2:
[28] who.int
[5] twitter.com
[3] bnitm.de
[1] news-medical.net
[1] mailchi.mp
[1] alma2030.org
[1] yale.edu

Top Domains in Tweet in G3:
[26] twitter.com
[17] q4cdn.com
[12] instagram.com
[10] co.uk
[8] bbc.com
[8] blogspot.com
[7] youtube.com
[5] medicinesinpregnancy.org
[3] genengnews.com
[2] co.za

Top Domains in Tweet in G4:
[19] twitter.com
[6] bbc.com
[6] fillupthefund.de
[4] elpais.com
[3] one.org
[2] results.org
[2] indiahealthfund.org
[1] theglobalfund.org
[1] reachingthelastmile.com
[1] thelancet.com

Top Domains in Tweet in G5:
[9] thelancet.com
[9] co.uk
[9] twitter.com
[6] healthdata.org
[6] bit.ly
[5] ac.uk
[4] bbc.com
[3] oup.com
[2] natureasia.com
[1] sciencespeaksblog.org

Top Domains in Tweet in G6:
[10] twitter.com
[5] medicalxpress.com
[4] cell.com
[3] ac.uk
[3] com.au
[2] yahoo.com
[2] q4cdn.com
[1] soundcloud.com
[1] sciencedirect.com
[1] youtube.com

Top Domains in Tweet in G7:
[6] nature.com
[2] weebly.com
[1] thelancet.com
[1] biorxiv.org
[1] sangerinstitute.blog
[1] linkedin.com
[1] ac.uk
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G8:
[4] evidentlycochrane.net
[1] usa.gov
[1] cochranelibrary.com
[1] nih.gov

Top Domains in Tweet in G9:
[2] twitter.com
[2] pennews.net
[1] insightcrime.org
[1] bbc.com
[1] etvbharat.com

Top Domains in Tweet in G10:
[4] scientificamerican.com
[4] twitter.com
[3] ac.uk
[3] theguardian.com
[2] fcld.ly
[2] cbc.ca
[2] plos.org
[1] nature.com
[1] sciencemag.org
[1] biorxiv.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3148] malaria
[156] tb
[139] endmalaria
[127] hiv
[107] mosquito
[105] plasmodium
[98] aids
[82] africa
[76] dengue
[74] malariamustdie



Top Hashtags in Tweet in G1:
[959] malaria
[58] plasmodium
[57] endmalaria
[54] malariamustdie
[24] bangladesh
[22] mosquitoes
[21] wuxi
[19] rt
[17] anopheles
[17] republicofkorea

Top Hashtags in Tweet in G2:
[253] malaria
[30] ebola
[20] africa
[16] nigeria
[14] endmalaria
[13] hiv
[13] tb
[7] china
[6] eswatini
[5] measles

Top Hashtags in Tweet in G3:
[316] malaria
[34] immuno
[24] dengue
[22] mosquitoes
[21] ebola
[19] vaccines
[17] lassa
[15] health
[13] mosquito
[13] disease

Top Hashtags in Tweet in G4:
[188] malaria
[102] tb
[77] aids
[64] hiv
[35] stepupthefight
[31] tuberculosis
[18] primaryhealth
[10] humanrights
[8] fillupthefund
[8] tuberkulose

Top Hashtags in Tweet in G5:
[190] malaria
[20] bigdata
[12] data
[10] opendata
[9] globalhealth
[9] visualizenomalaria
[6] mapping
[5] senegal
[5] healthfinancing
[5] userfees

Top Hashtags in Tweet in G6:
[82] malaria
[9] ecr
[9] bsgct2019
[8] vaccine
[7] optimism
[6] plasmodium
[6] protein
[6] genetherapy
[5] aav8
[5] ecuador

Top Hashtags in Tweet in G7:
[64] malaria
[21] scrnaseq
[21] scatacseq
[18] sepsis
[12] womeninmalaria
[10] computationalmodels
[10] transcriptomics
[5] parasite
[4] plasmodium
[2] paludismo

Top Hashtags in Tweet in G8:
[78] malaria
[70] mosquito
[1] nih
[1] artemether
[1] who
[1] artesunate
[1] infectiousdiseases
[1] mycology

Top Hashtags in Tweet in G9:
[47] malaria
[28] dadranagarhaveli
[28] healthforall
[28] swasthabharat
[23] endmalaria
[22] antimalariamonth
[9] zeromalariastartswithme
[6] malariamustdie
[4] summerreadinglist
[4] thefever

Top Hashtags in Tweet in G10:
[50] malaria
[10] crisprcon2019
[9] protists
[8] plasmodium
[8] geneediting
[6] africa
[4] pfalciparum
[3] worldchangingglasgow
[2] biotech
[2] uganda

Top Words
Top Words in Tweet in Entire Graph:
[2929] Words in Sentiment List#1: Positive
[1748] Words in Sentiment List#2: Negative
[30] Words in Sentiment List#3: Angry/Violent
[90779] Non-categorized Words
[95456] Total Words
[3146] #malaria
[655] malaria
[423] new
[329] health
[244] world

Top Words in Tweet in G1:
[959] #malaria
[197] malaria
[151] new
[114] more
[104] countries
[91] help
[90] malariamustdie
[89] s
[89] disease
[88] people

Top Words in Tweet in G2:
[253] #malaria
[106] free
[98] world
[91] achieving
[88] public
[88] health
[88] goal
[87] creating
[87] important
[87] development

Top Words in Tweet in G3:
[316] #malaria
[77] malaria
[34] #immuno
[32] take
[28] pill
[24] health
[24] #dengue
[22] #mosquitoes
[21] #ebola
[19] #vaccines

Top Words in Tweet in G4:
[188] #malaria
[124] globalfund
[102] #tb
[77] #aids
[76] lives
[64] #hiv
[50] 16
[48] stoptb
[47] save
[39] s

Top Words in Tweet in G5:
[190] #malaria
[90] thelancet
[85] malariaatlas
[84] new
[73] p
[63] maps
[63] global
[61] high
[61] resolution
[53] burden

Top Words in Tweet in G6:
[82] #malaria
[22] uniofoxford
[19] antibodies
[16] bio21institute
[16] malaria
[15] using
[14] burnetinstitute
[14] protective
[13] research
[13] medical_xpress

Top Words in Tweet in G7:
[64] #malaria
[39] using
[34] acunningid
[34] dynamic
[32] look
[31] infection
[25] sangerinstitute
[22] kenny
[21] here's
[21] latest

Top Words in Tweet in G8:
[78] #malaria
[71] engineered
[71] fungus
[70] nihdirector
[70] researchers
[70] appears
[70] work
[70] potent
[70] #mosquito
[70] killer

Top Words in Tweet in G9:
[47] #malaria
[31] breeding
[31] site
[29] vkdask
[29] sajjan95
[28] #dadranagarhaveli
[28] #healthforall
[28] #swasthabharat
[27] mohfw_india
[26] globalfund

Top Words in Tweet in G10:
[50] #malaria
[21] parasite
[19] immune
[16] researchers
[16] targets
[16] sciencemagazine
[15] traced
[15] system
[15] various
[15] life

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[147] #malaria,free
[139] public,health
[126] free,world
[123] fight,against
[118] development,goal
[116] important,public
[112] sustainable,development
[109] creating,#malaria
[109] world,bold
[109] bold,important

Top Word Pairs in Tweet in G1:
[52] e,2020
[41] fight,against
[40] mobile,phone
[37] phone,networks
[35] #malaria,free
[35] #plasmodium,#malaria
[33] movement,people
[31] track,movement
[31] fightmalaria,av_studios
[30] online,quiz

Top Word Pairs in Tweet in G2:
[93] #malaria,free
[90] free,world
[87] important,public
[87] public,health
[87] development,goal
[86] creating,#malaria
[86] world,bold
[86] bold,important
[86] health,sustainable
[86] sustainable,development

Top Word Pairs in Tweet in G3:
[29] take,#malaria
[28] #malaria,pill
[17] govx,govxd
[17] govxd,#vaccines
[17] #vaccines,#malaria
[17] #malaria,#lassa
[17] #lassa,#ebola
[17] #ebola,#immuno
[17] #immuno,therapies
[17] therapies,#immuno

Top Word Pairs in Tweet in G4:
[69] #tb,#malaria
[46] #hiv,#tb
[45] #aids,#tb
[41] save,16
[28] barriers,#hiv
[25] end,#aids
[25] #tuberculosis,#malaria
[24] crunch,time
[24] time,rise
[24] rise,challenge

Top Word Pairs in Tweet in G5:
[61] high,resolution
[58] resolution,maps
[46] new,high
[42] p,vivax
[40] maps,p
[34] #malaria,burden
[29] malariaatlas,paper
[29] vivax,#malaria
[29] p,falciparum
[28] paper,p

Top Word Pairs in Tweet in G6:
[12] protective,antibodies
[10] bio21institute,today's
[10] today's,#malaria
[9] #malaria,parasite
[9] speaking,_bsgct
[9] _bsgct,#bsgct2019
[8] identification,protective
[8] antibodies,key
[8] key,effective
[8] #malaria,#vaccine

Top Word Pairs in Tweet in G7:
[21] here's,latest
[21] latest,pre
[21] pre,print
[21] print,teichmann
[21] teichmann,lab
[21] lab,sangerinstitute
[21] sangerinstitute,using
[21] using,#scrnaseq
[21] #scrnaseq,#scatacseq
[21] #scatacseq,capture

Top Word Pairs in Tweet in G8:
[71] engineered,fungus
[70] researchers,engineered
[70] fungus,appears
[70] appears,work
[70] work,potent
[70] potent,#mosquito
[70] #mosquito,killer
[70] killer,means
[70] means,#malaria
[69] nihdirector,researchers

Top Word Pairs in Tweet in G9:
[31] breeding,site
[28] vkdask,sajjan95
[26] #swasthabharat,#healthforall
[22] #endmalaria,vkdask
[15] mohfw_india,drharshvardhan
[13] tribal,#dadranagarhaveli
[13] health,worker
[13] #healthforall,#malaria
[12] sajjan95,globalfund
[12] sajjan95,bmgfindia

Top Word Pairs in Tweet in G10:
[16] #malaria,parasite
[15] researchers,traced
[15] traced,immune
[15] immune,system
[15] system,targets
[15] targets,various
[15] various,life
[15] life,cycle
[15] cycle,stages
[15] stages,#malaria

Top Replied-To
Top Replied-To in Entire Graph:
@alexjrowell
@who
@malarianomoreuk
@billgates
@vanderbiltu
@robertoburioni
@clairejstandley
@acomin11
@bbbrieger
@cheekyscience

Top Replied-To in G1:
@acomin11
@billgates
@fightmalaria
@harvardmalaria
@eochomo
@lstmnews
@astmh
@nphcdang

Top Replied-To in G2:
@who
@wfp
@mzwandieshongwe

Top Replied-To in G3:
@scnatch

Top Replied-To in G4:
@peterasands
@fund_carlosslim

Top Replied-To in G5:
@crcpress

Top Replied-To in G6:
@ricardoataide
@imperialcollege

Top Replied-To in G9:
@manakgupta

Top Replied-To in G10:
@ms4cy

Top Mentioned
Top Mentioned in Entire Graph:
@who
@globalfund
@malariamustdie
@thelancet
@malariaatlas
@malarianomoreuk
@palonsomalaria
@whoafro
@nihdirector
@aplma_malaria

Top Mentioned in G1:
@who
@malariamustdie
@malarianomoreuk
@aplma_malaria
@fightmalaria
@palonsomalaria
@globalfund
@av_studios
@profjameslogan
@rstmh

Top Mentioned in G2:
@who
@whoafro
@whonigeria
@ozor_lynda
@palonsomalaria
@malariamustdie
@whowpro
@drtedros
@tw_eswatini
@layazindel

Top Mentioned in G3:
@debugliesnews
@pluma_uma
@laurama06668374
@bedminsterpharm
@imagingorg
@rfd2
@qsanit
@eackenya

Top Mentioned in G4:
@globalfund
@peterasands
@stoptb
@g
@toyinsaraki
@unitaid
@malariamustdie
@mddmacron
@utdcommunities
@theglobalfight

Top Mentioned in G5:
@thelancet
@malariaatlas
@battle_kt
@ihme_uw
@malarianomore
@uniofoxford
@who
@harvardchansph
@bdi_oxford
@h_s_global

Top Mentioned in G6:
@uniofoxford
@bio21institute
@burnetinstitute
@medical_xpress
@jexpmed
@mim_melbourne
@cellcellpress
@crabbbrendan
@drshaziaruybal
@_bsgct

Top Mentioned in G7:
@acunningid
@sangerinstitute
@drashhaque
@elenagomezdiaz
@imperialcollege
@imperial
@athinaofathens
@naturemicrobiol
@who

Top Mentioned in G8:
@nihdirector
@cochrane_idg
@rtwalton123
@cochraneuk
@cochranelibrary
@ihme_uw

Top Mentioned in G9:
@vkdask
@sajjan95
@mohfw_india
@globalfund
@drharshvardhan
@gatesfoundation
@undp
@bmgfindia
@trevormundel
@who

Top Mentioned in G10:
@sciencemagazine
@ms4cy
@sciencetm
@tomwakeford
@uofglasgow
@radboud_uni
@etc_group
@joannadupont
@lakshmi_grande
@protistologists

Top Tweeters
Top Tweeters in Entire Graph:
@cowboyscifibot
@eluniversal
@robre62
@nosqldigest
@edinburghwatch
@lucioquincioc
@vbinsan1
@nilimajumder
@atodomomento_
@claudiapapo

Top Tweeters in G1:
@el_pais
@businessline
@vice
@monitor_ph
@onevoiceea
@crof
@vicenews
@conversationuk
@profjameslogan
@shab302611

Top Tweeters in G2:
@kellyclelland1
@njmike731
@benhaygood
@marthadavid1237
@talentahereza
@thekemi_y
@alfredovelazco
@mansourwaleed
@mavava101
@sujata_trivedi

Top Tweeters in G3:
@agenciacn
@rsscockpit
@geoff9cow
@mathrubhumi
@analyticaglobal
@bigdatabatman
@_woman_health
@guardiannigeria
@gurdur
@scumezza

Top Tweeters in G4:
@marclandes40
@segalink
@razaaliyu
@mddmacron
@ztan14377
@onile050
@ilonakickbusch
@ptiforlife
@flefebvre_rf
@mamamimi161820

Top Tweeters in G5:
@nosqldigest
@chidambara09
@bbcnews
@physorg_health
@benefitvburden
@xhnews
@gmartinezmolina
@davidrieff
@evidencerobot
@imagoapps

Top Tweeters in G6:
@baronianconsult
@ecuabot
@phillyinquirer
@physorg_com
@fancyfinancy
@medical_xpress
@ashishbohora
@unimelb
@serrgv
@victorperton

Top Tweeters in G7:
@tangming2005
@zaminiqbal
@scarioshr
@imperialcollege
@anshulkundaje
@elenagomezdiaz
@manzanillamiel5
@bugsinblood
@lpachter
@britsocimm

Top Tweeters in G8:
@asher_wolf
@boovay7
@saludhealthinfo
@digiphile
@drferdowsi
@alisyngayle
@mogulazam
@audrey_e_ander
@portefeuillefun
@tracey86357978

Top Tweeters in G9:
@donnayoungdc
@aamaadmiparty
@pennewstweet
@undp
@manakgupta
@gaonconnection
@glassmanamanda
@pierre018
@worldbank
@nhpindia

Top Tweeters in G10:
@guardian
@rosenthalellery
@vagan
@guardianus
@guardiannews
@derrelldurrett
@akaalterego
@disafrica
@cutedemetria_
@cipherequality


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