#malaria, Twitter, 7/6/2021 2:37:02 PM, 258425


FAQ | Problem?

#malaria_2021-07-05_20-43-03.xlsx
#malaria_2021-07-05_20-43-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 06, 2021
Short Description:
#malaria via NodeXL https://bit.ly/2Uqb2oj
@who
@pib_india
@globalvectorhub
@drharshvardhan
@targetmalaria
@mentor_hq
@endmalaria
@minofhealthug
@sciencemagazine
@hanniepower

Top hashtags:
#malaria
#china
#dengue
#who
#covid19
#endmalaria
#genomics
#antibodies

Description:
Description
The graph represents a network of 3,796 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, 06 July 2021 at 03:50 UTC.

The requested start date was Monday, 05 July 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 17-minute period from Monday, 21 June 2021 at 00:02 UTC to Sunday, 04 July 2021 at 23:20 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 : 3796
Unique Edges : 2718
Edges With Duplicates : 7048
Total Edges : 9766
Number of Edge Types : 5
Retweet : 3175
MentionsInRetweet : 4571
Tweet : 875
Mentions : 1081
Replies to : 64
Self-Loops : 923
Reciprocated Vertex Pair Ratio : 0.0189416129662175
Reciprocated Edge Ratio : 0.0371789957838252
Connected Components : 548
Single-Vertex Connected Components : 313
Maximum Vertices in a Connected Component : 2550
Maximum Edges in a Connected Component : 7802
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.451927
Graph Density : 0.000362214715996729
Modularity : 0.47471
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,796 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, 06 July 2021 at 03:50 UTC.

The requested start date was Monday, 05 July 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 17-minute period from Monday, 21 June 2021 at 00:02 UTC to Sunday, 04 July 2021 at 23:20 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #malaria
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[33] https://www.who.int/news/item/30-06-2021-from-30-million-cases-to-zero-china-is-certified-malaria-free-by-who
[32] https://www.booksie.com/655236-devils-due-chapter-1
[30] https://www.rt.com/news/527987-china-malaria-free-certification-who/
[26] https://elpais.com/planeta-futuro/2021-06-30/china-se-libra-de-la-malaria.html
[19] https://www.mizzima.com/article/china-certified-malaria-free-after-70-year-fight
[17] https://www.who.int/news/item/30-06-2021-from-30-million-cases-to-zero-china-is-certified-malaria-free-by-who#.YNwkJ2qzOWc.twitter
[14] https://www.sciencemag.org/news/2021/06/it-s-official-china-has-eliminated-malaria
[14] https://www.yourworldevents.com/2021/07/china-declared-officially-malaria-free.html
[12] https://th.jobsdb.com/th/search-jobs/mahidol+oxford-research-unit/1?JSRV=1&JSSRC=JSRSB&KeyOpt=COMPLEX&RLRSF=1
[12] https://news.cgtn.com/news/2021-06-30/China-certified-malaria-free-after-70-year-fight-WHO-11vu3A8PzPO/index.html#

Top URLs in Tweet in G1:
[14] https://www.who.int/news/item/30-06-2021-from-30-million-cases-to-zero-china-is-certified-malaria-free-by-who
[12] https://news.cgtn.com/news/2021-06-30/China-certified-malaria-free-after-70-year-fight-WHO-11vu3A8PzPO/index.html#
[9] https://elpais.com/planeta-futuro/2021-06-30/china-se-libra-de-la-malaria.html
[8] https://elpais.com/ciencia/2021-06-30/un-grupo-de-voluntarios-se-deja-infectar-con-el-parasito-de-la-malaria-y-acerca-el-sueno-de-una-vacuna.html
[5] https://www.mediacongo.net/article-actualite-89407_la_chine_declaree_liberee_de_la_malaria_par_l_oms.html#.YNxd4E_bsYE.twitter
[2] https://twitter.com/who/status/1410155406232596487
[2] https://elpais.com/planeta-futuro/
[2] https://twitter.com/WHO/status/1410155406232596487
[2] https://ir.shareaholic.com/e?u=https://www.telesurtv.net/news/oms-china-libre-malaria-20210630-0008.html%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1&a=1&s=7
[2] https://www.africatembelea.com/who-declares-china-malaria-free-ending-70-year-effort-to-stamp-out-the-disease/

Top URLs in Tweet in G2:
[17] https://www.who.int/news/item/30-06-2021-from-30-million-cases-to-zero-china-is-certified-malaria-free-by-who#.YNwkJ2qzOWc.twitter
[12] https://th.jobsdb.com/th/search-jobs/mahidol+oxford-research-unit/1?JSRV=1&JSSRC=JSRSB&KeyOpt=COMPLEX&RLRSF=1
[9] https://ec.europa.eu/commission/presscorner/detail/en/ip_21_3057
[9] https://endmalaria.org/news/china-certified-malaria-free-taking-asia-pacific-one-step-closer-eliminating-disease
[7] https://www.who.int/news/item/30-06-2021-from-30-million-cases-to-zero-china-is-certified-malaria-free-by-who#.YNx08gqo8_U.twitter
[7] and
[6] https://rstmh.org/news-blog/news/who-declares-china-malaria-free
[6] https://endmalaria.org/news/new-report-spells-out-double-dividend-accelerating-ending-malaria-and-advancing-gender-equality
[5] https://www.who.int/news/item/30-06-2021-from-30-million-cases-to-zero-china-is-certified-malaria-free-by-who
[5] https://thecommonwealth.org/media/news/malaria-tracker-launched-help-affected-commonwealth-countries-tackle-disease

Top URLs in Tweet in G3:
[6] https://www.who.int/news/item/30-06-2021-from-30-million-cases-to-zero-china-is-certified-malaria-free-by-who
[5] https://www.thepigeonexpress.com/who-awards-china-malaria-free-certificate-as-four-years-go-by-without-any-case/
[3] https://twitter.com/WHO/status/1410155406232596487
[3] https://www.sciencemag.org/news/2021/06/it-s-official-china-has-eliminated-malaria
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01806-1
[3] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[2] https://www.imedpub.com/transmitted-diseases-and-immunity/archive/ipjtdi-volume-1-issue-2-year-2017.html
[2] https://www.india.com/health/malaria-dengue-and-covid-19-how-to-avoid-coinfection-symptoms-causes-and-more-check-details-4759608/
[2] https://allafrica.com/view/group/main/main/id/00078483.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Agroup%3Aabqpss
[2] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0

Top URLs in Tweet in G4:
[5] https://www.amarujala.com/world/world-health-organisation-certified-china-malaria-free-after-70-years-of-fight
[3] https://pib.gov.in/PressReleasePage.aspx?PRID=1731158
[1] https://www.latestly.com/lifestyle/health-wellness/doctors-warn-parents-to-be-cautious-to-protect-kids-from-seasonal-diseases-2609111.html
[1] https://www.latestly.com/india/news/dr-harsh-vardhan-reviews-preparedness-to-control-vector-borne-diseases-in-delhi-exhorts-to-make-malaria-a-notifiable-disease-in-national-capital-2594597.html
[1] https://news24-7live.com/china-certified-malaria-free-by-the-world-health-organization/
[1] https://news24-7live.com/health-minister-harsh-vardhan-urges-delhi-to-declare-malaria-dengue-notifiable-diseases/
[1] https://twitter.com/drharshvardhan/status/1409816707032436736
[1] https://twitter.com/drharshvardhan/status/1409821825492676609
[1] https://pubs.acs.org/doi/10.1021/acs.jmedchem.1c00659?cookieSet=1

Top URLs in Tweet in G5:
[7] https://medicalxpress.com/news/2021-06-malaria-vaccine-strong.html
[5] https://medicalxpress.com/news/2021-06-ivermectin-treatment-humans-malaria-transmission.html
[4] https://www.lstmed.ac.uk/news-events/news/ivermectin-treatment-in-humans-for-reducing-malaria-transmission
[4] https://www.nih.gov/news-events/news-releases/investigational-malaria-vaccine-gives-strong-lasting-protection
[4] https://www.cochranelibrary.com/cdsr/doi/10.1002/14651858.CD013117.pub2/full?cookiesEnabled
[2] https://www.niaid.nih.gov/news-events/investigational-malaria-vaccine-gives-strong-lasting-protection
[1] https://www.nationalgeographic.co.uk/science-and-technology/2021/05/at-last-a-malaria-vaccine-has-passed-important-clinical-trials
[1] https://www.thementorinitiative.org/wp-content/uploads/2021/03/Treating-the-vulnerable-in-conflict-zones-should-be-the-main-priority-Malaria-Awareness.pdf
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DbtmLehq6_3w&q=EgS4SO-bGJalj4cGIhAGbWa9YpnU0KZhK5FVA0dxMgFy
[1] https://www.sciencemag.org/news/2021/06/it-s-official-china-has-eliminated-malaria

Top URLs in Tweet in G6:
[1] https://www.mdpi.com/2414-6366/6/2/46
[1] https://edge.ug/index.php/2021/06/30/profile-prof-ogwangs-miracle-drug-covidex-selling-like-hot-cake/
[1] https://iece.sciforum.net/#livesessions
[1] https://twitter.com/zahranamuli/status/1407737641005727751

Top URLs in Tweet in G7:
[3] https://www.genengnews.com/news/preclinical-study-shows-mrna-vaccine-confers-sterilizing-immunity-against-malaria/
[2] https://stm.sciencemag.org/content/13/599/eabg2344?utm_campaign=SciMag&utm_source=Social&utm_medium=Twitter
[2] https://stm.sciencemag.org/lookup/doi/10.1126/scitranslmed.abg2344
[1] https://www.chinadaily.com.cn/a/202106/30/WS60dbc199a310efa1bd65ec7c.html
[1] https://institutions.newscientist.com/science-events/future-of-healthcare/

Top URLs in Tweet in G8:
[16] https://elpais.com/planeta-futuro/2021-06-30/china-se-libra-de-la-malaria.html
[7] https://elpais.com/planeta-futuro/2021-06-30/china-se-libra-de-la-malaria.html?ssm=TW_CC
[5] https://www.lavanguardia.com/vida/salud/20210629/7531940/enfermedad-trampa-protege-malaria-graves-dolores-brl.html
[2] https://www.elmundo.es/ciencia-y-salud/salud/2021/06/30/60dbc44ffc6c8385508b4674.html
[2] https://twitter.com/who/status/1410155406232596487
[1] https://elpais.com/planeta-futuro/
[1] https://elpais.com/ciencia/2021-06-30/un-grupo-de-voluntarios-se-deja-infectar-con-el-parasito-de-la-malaria-y-acerca-el-sueno-de-una-vacuna.html
[1] https://elpais.com/ciencia/2021-06-30/un-grupo-de-voluntarios-se-deja-infectar-con-el-parasito-de-la-malaria-y-acerca-el-sueno-de-una-vacuna.html?ssm=TW_CC
[1] https://www.frontiersin.org/research-topics/18226/genetics-of-apicomplexans-and-apicomplexan-related-parasitic-diseases

Top URLs in Tweet in G9:
[2] https://www.lshtm.ac.uk/newsevents/news/2021/china-certified-malaria-free-world-health-organization
[1] https://thehill.com/changing-america/well-being/prevention-cures/559015-new-study-finds-asymptomatic-school-aged
[1] https://www.lshtm.ac.uk/newsevents/news/2021/china-certified-malaria-free-world-health-organization#utm_source=Social
[1] media&utm_medium=Twitter&utm_campaign=China
[1] is
[1] certified
[1] malaria-free
[1] by
[1] World
[1] Health

Top URLs in Tweet in G10:
[2] https://www.israel21c.org/zzappmalaria-wins-3m-ibm-watson-ai-xprize/
[2] https://www.jpost.com/health-science/jerusalem-start-up-looks-to-help-eliminate-malaria-in-africa-671920
[2] https://es.israel21c.org/malaria-la-inteligencia-artificial-elimina-larvas-de-mosquitos/
[1] https://www.jpost.com/israel-news/israeli-start-up-wins-grand-prize-for-app-looking-to-combat-malaria-672055
[1] https://www.linkedin.com/posts/zzapp_zzappmalaria-wins-ibm-watson-ai-xprize-competition-activity-6813557096601153536-Q-Z8/
[1] https://www.forbes.com/sites/saibala/2021/06/27/a-company-that-uses-ai-to-fight-malaria-just-won-the-ibm-watson-ai-xprize-competition/
[1] https://www.americanentrepreneurship.com/entrepreneur-interviews/global-innovation-competition-winners-announced-for-ibm-watson-ai-xprize-challenge
[1] https://www.forbes.com/sites/saibala/2021/06/27/a-company-that-uses-ai-to-fight-malaria-just-won-the-ibm-watson-ai-xprize-competition/?sh=428aa4484704
[1] https://twitter.com/xprize/status/1407752952899645440

Top Domains
Top Domains in Tweet in Entire Graph:
[171] twitter.com
[75] who.int
[53] booksie.com
[49] elpais.com
[33] nature.com
[33] endmalaria.org
[31] rt.com
[29] youtube.com
[23] ac.uk
[22] biomedcentral.com

Top Domains in Tweet in G1:
[21] who.int
[19] elpais.com
[14] cgtn.com
[12] twitter.com
[5] mediacongo.net
[2] shareaholic.com
[2] africatembelea.com
[2] co.uk
[2] hindustantimes.com
[2] com.pk

Top Domains in Tweet in G2:
[52] twitter.com
[33] who.int
[24] endmalaria.org
[18] mesamalaria.org
[17] biomedcentral.com
[16] nature.com
[12] jobsdb.com
[10] malariaworld.org
[9] nih.gov
[9] europa.eu

Top Domains in Tweet in G3:
[41] twitter.com
[10] com.br
[8] who.int
[5] thepigeonexpress.com
[5] blogspot.com
[4] linkedin.com
[4] nature.com
[4] sciencemag.org
[3] sciencedaily.com
[3] google.com

Top Domains in Tweet in G4:
[5] amarujala.com
[3] gov.in
[2] latestly.com
[2] news24-7live.com
[2] twitter.com
[1] acs.org

Top Domains in Tweet in G5:
[15] medicalxpress.com
[7] nih.gov
[5] ac.uk
[5] cochranelibrary.com
[3] twitter.com
[2] nature.com
[1] co.uk
[1] thementorinitiative.org
[1] google.com
[1] sciencemag.org

Top Domains in Tweet in G6:
[1] mdpi.com
[1] edge.ug
[1] sciforum.net
[1] twitter.com

Top Domains in Tweet in G7:
[4] sciencemag.org
[3] genengnews.com
[1] com.cn
[1] newscientist.com

Top Domains in Tweet in G8:
[26] elpais.com
[5] lavanguardia.com
[2] elmundo.es
[2] twitter.com
[1] frontiersin.org

Top Domains in Tweet in G9:
[4] ac.uk
[2] twitter.com
[1] thehill.com
[1] mailchi.mp
[1] nih.gov
[1] rstmh.org

Top Domains in Tweet in G10:
[4] israel21c.org
[3] jpost.com
[2] forbes.com
[1] linkedin.com
[1] americanentrepreneurship.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3659] malaria
[726] china
[195] dengue
[127] who
[100] covid19
[98] endmalaria
[88] genomics
[67] antibodies
[66] vaccine
[63] pandemic



Top Hashtags in Tweet in G1:
[837] malaria
[374] china
[10] dengue
[7] endmalaria
[5] covid19
[5] chine
[3] malariafree
[2] worldmalariaday
[2] enportada
[2] lgtbiq

Top Hashtags in Tweet in G2:
[973] malaria
[81] genomics
[67] endmalaria
[57] postdoc
[48] singlecell
[40] plasmodium
[39] commonwealth
[37] china
[33] epigenetic
[33] transcriptional

Top Hashtags in Tweet in G3:
[366] malaria
[88] china
[42] who
[30] dengue
[18] health
[16] covid19
[16] mosquito
[16] mosquitoes
[10] malária
[9] covid

Top Hashtags in Tweet in G4:
[108] malaria
[79] dengue
[5] china
[2] disease
[2] delhi
[1] doctors
[1] parents
[1] flu
[1] infectiousdiseases
[1] cold

Top Hashtags in Tweet in G5:
[72] malaria
[25] vaccine
[14] ivermectin
[10] niaid
[4] protists
[2] zeromalaria
[2] china
[2] interventions
[2] chemoprevention
[2] lstm

Top Hashtags in Tweet in G6:
[11] malaria
[6] entomology
[5] conference
[2] covidex
[1] biomonitoring
[1] insects
[1] taxonomy
[1] 7/2/2021 12:00:00 AM
[1] buildug2gether
[1] endmalaria

Top Hashtags in Tweet in G7:
[62] antibodies
[17] malaria
[6] sangershowcase
[6] futureofhealthcare
[6] research
[6] mrnavaccine
[2] who
[1] careers
[1] covid19research
[1] software

Top Hashtags in Tweet in G8:
[71] malaria
[17] china
[6] enportada
[5] actualidad
[5] enfermedad
[3] cultural
[3] merenderos
[2] isglobal
[1] sciencesunday
[1] naturaleza

Top Hashtags in Tweet in G9:
[54] malaria
[30] china
[6] msf
[2] endmalaria
[2] globalhealth
[2] uganda
[2] genomics
[1] children
[1] asymptomatic
[1] genomicsurveillance

Top Hashtags in Tweet in G10:
[23] malaria
[11] ai
[5] jerusalem
[5] israel
[4] inteligenciaartificial
[3] mosquitos
[2] artificialintelligence
[2] israeli
[1] award
[1] win

Top Words
Top Words in Tweet in Entire Graph:
[3655] #malaria
[1272] china
[1115] क
[925] malaria
[858] free
[806] म
[729] ल
[721] #china
[652] certified
[518] 70

Top Words in Tweet in G1:
[837] #malaria
[731] china
[426] free
[426] certified
[374] #china
[318] 70
[314] today
[247] fight
[234] years
[227] being

Top Words in Tweet in G2:
[971] #malaria
[258] malaria
[138] china
[127] free
[107] cases
[105] health
[99] join
[96] certified
[90] today
[90] more

Top Words in Tweet in G3:
[365] #malaria
[135] malaria
[87] #china
[72] china
[69] free
[51] 70
[42] #who
[32] take
[30] #dengue
[29] 30

Top Words in Tweet in G4:
[1055] क
[782] म
[711] ल
[414] द
[413] ब
[395] र
[339] स
[307] त
[210] drharshvardhan
[202] य

Top Words in Tweet in G5:
[72] #malaria
[25] #vaccine
[21] malaria
[21] cochrane_idg
[18] niaidnews
[17] trials
[17] protection
[16] investigational
[15] vaccine
[14] treatment

Top Words in Tweet in G6:
[73] vendors
[72] market
[69] distribution
[69] mosquito
[69] nets
[68] dianaatwine
[68] spend
[67] dr
[60] permanent
[60] secretary

Top Words in Tweet in G7:
[62] immunoglobulin
[62] #antibodies
[62] mostly
[62] known
[62] protective
[62] roles
[62] body
[62] mucosal
[62] surfaces
[62] defend

Top Words in Tweet in G8:
[71] #malaria
[44] planeta_futuro
[30] hoy
[17] #china
[17] china
[17] contra
[15] libre
[14] global
[14] 30
[13] nuevo

Top Words in Tweet in G9:
[54] #malaria
[45] lshtm
[33] free
[30] #china
[30] malaria
[29] certified
[26] congratulations
[26] being
[26] brian
[25] greenwood

Top Words in Tweet in G10:
[30] ai
[29] malaria
[26] ibm
[26] based
[23] #malaria
[21] zzappmalaria
[21] won
[21] zzapp
[21] xprize
[20] million

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[569] #malaria,free
[403] certified,#malaria
[296] ल,म
[295] द,ल
[295] ल,ल
[287] being,certified
[276] congratulations,#china
[276] #china,being
[270] 70,years
[268] 30,million

Top Word Pairs in Tweet in G1:
[371] #malaria,free
[274] certified,#malaria
[231] 70,years
[227] being,certified
[218] congratulations,#china
[218] #china,being
[216] free,remarkable
[216] remarkable,achievement
[216] achievement,comes
[216] comes,70

Top Word Pairs in Tweet in G2:
[64] #malaria,parasite
[63] #malaria,free
[62] #malaria,parasites
[49] hiring,#postdoc
[48] certified,#malaria
[48] #postdoc,#singlecell
[48] #singlecell,#genomics
[48] #genomics,#malaria
[48] parasite,come
[48] come,join

Top Word Pairs in Tweet in G3:
[37] #china,#malaria
[32] malaria,free
[28] take,#malaria
[28] #malaria,pill
[20] #malaria,free
[14] 30,million
[14] 70,year
[14] remember,take
[14] pill,hope
[14] forget,take

Top Word Pairs in Tweet in G4:
[295] द,ल
[295] ल,ल
[293] ल,म
[184] क,र
[184] स,ब
[182] drharshvardhan,द
[115] म,क
[114] क,ब
[114] ब,द
[111] त,र

Top Word Pairs in Tweet in G5:
[21] #malaria,#vaccine
[14] treatment,humans
[14] humans,reducing
[14] reducing,#malaria
[13] lasting,protection
[12] investigational,#malaria
[12] gives,strong
[12] strong,lasting
[10] malaria,news
[10] news,results

Top Word Pairs in Tweet in G6:
[72] market,vendors
[69] distribution,mosquito
[69] mosquito,nets
[69] nets,market
[68] vendors,spend
[67] dr,dianaatwine
[60] permanent,secretary
[60] secretary,dr
[58] launched,distribution
[56] dianaatwine,launched

Top Word Pairs in Tweet in G7:
[62] immunoglobulin,#antibodies
[62] #antibodies,mostly
[62] mostly,known
[62] known,protective
[62] protective,roles
[62] roles,body
[62] body,mucosal
[62] mucosal,surfaces
[62] surfaces,defend
[52] sciencemagazine,immunoglobulin

Top Word Pairs in Tweet in G8:
[17] contra,#malaria
[15] libre,#malaria
[12] hoy,salud
[12] salud,global
[12] global,noticia
[12] noticia,día
[12] día,#malaria
[12] nuevo,logro
[12] logro,camino
[12] camino,hacia

Top Word Pairs in Tweet in G9:
[28] #malaria,free
[27] certified,#malaria
[26] congratulations,#china
[26] #china,being
[26] being,certified
[25] brian,greenwood
[25] greenwood,chair
[25] chair,malaria
[25] malaria,elimination
[23] free,brian

Top Word Pairs in Tweet in G10:
[20] grand,prize
[19] ai,xprize
[18] ibm,watson
[18] watson,ai
[15] zzapp,malaria
[13] israel,based
[13] based,zzapp
[13] malaria,won
[13] won,grand
[13] prize,million

Top Replied-To
Top Replied-To in Entire Graph:
@who
@cdcgov
@minofhealthug
@sharkyrae
@gadwalvijayatrs
@iwonalaub
@antohomann
@cohenjm
@ingridbilardie
@adithyamarri

Top Replied-To in G1:
@who
@dw_hindi

Top Replied-To in G2:
@who
@julienpotet
@maellensirleaf
@malarianomore
@drtedros
@zeromalaria
@bspparasitology
@brfootball
@hrh2030program

Top Replied-To in G5:
@niaidnews

Top Replied-To in G6:
@minofhealthug

Top Mentioned
Top Mentioned in Entire Graph:
@who
@drharshvardhan
@laurie_garrett
@palonsomalaria
@mesamalaria
@whowpro
@dianaatwine
@malarianomoreuk
@endmalaria
@lshtm

Top Mentioned in G1:
@who
@laurie_garrett
@palonsomalaria
@whowpro
@telesurtv
@shen_shiwei
@chinamission2un
@takeshi_kasai
@chinaambun
@httweets

Top Mentioned in G2:
@who
@mesamalaria
@endmalaria
@malarianomoreuk
@uvabio
@gulermalarialab
@fredros_inc
@commonwealthsec
@globalfund
@malariamustdie

Top Mentioned in G3:
@medmastery
@asiabiospectrum
@kamlesm
@ivyasaa
@relacionistard
@ernstvall
@docsvalley1
@larlegal
@ricardotejada19

Top Mentioned in G4:
@drharshvardhan
@pib_india
@pmoindia
@mohfw_india
@amarujalanews
@ltgovdelhi
@nimmunology
@praveenifshere
@parveenkaswan
@dbtindia

Top Mentioned in G5:
@niaidnews
@cochrane_idg
@uniofoxford
@medical_xpress
@nih
@lstmnews
@jamesjpdrake
@nature
@thelancet
@who

Top Mentioned in G6:
@dianaatwine
@minofhealthug
@jasperkizz
@abetteruganda_
@sciforum
@underthenet20ug
@kagutamuseveni
@clairejstandley
@opigojimmy
@ainbyoo

Top Mentioned in G7:
@sciencemagazine
@sciencetm
@newscientist
@sangercareers
@genbio
@niaidnews
@cdafricanews
@sangerinstitute
@palonsomalaria
@who

Top Mentioned in G8:
@planeta_futuro
@who
@el_pais
@paludismolosar
@seimc_
@lola_hierro
@sehh_es
@isglobalorg
@carolusvemperor
@palonsomalaria

Top Mentioned in G9:
@lshtm
@who
@thehill
@thelancetinfdis
@umcvd
@djimdeab
@makerere
@mirlaufer
@kuhe
@drbhargavirao

Top Mentioned in G10:
@jerusalem_post
@zzappmalaria
@forbes
@saibalamdjd
@israel21c
@ibmwatson
@xprize
@aixprize
@zevstub
@esisrael21c

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@berkleybearnews
@jurylady5
@nblackthorne
@cybersec_feeds
@phildecarolis
@falconhamada_90
@telesurtv
@raymond_norman
@56perumal

Top Tweeters in G1:
@jurylady5
@telesurtv
@british_airways
@ginniasa
@httweets
@nilimajumder
@lizardogramcko
@pickooo
@amor_vuelvetx
@tweetofsportguy

Top Tweeters in G2:
@_redfrog
@cipherequality
@trigorosa
@ntvkenya
@time
@forgerat
@bittereslachen
@timg33
@ingrx
@salhaj

Top Tweeters in G3:
@berkleybearnews
@beritasatu
@latribunahn
@laprensalara
@miragenewscom
@blodico
@tv9gujarati
@legalkant
@correiodobrasil
@nst_online

Top Tweeters in G4:
@i_rahul29
@panjanya3
@irbmishra
@lalashwa
@pradeepsinghneg
@amarujalanews
@random_gaaiiy01
@pib_india
@latestly
@paramountgraph1

Top Tweeters in G5:
@bangtanourstars
@sustaintrends
@digitaldecoded1
@therealbiostate
@terence70144558
@physorg_health
@richhoblyn
@susanchubb1
@aka12144
@physorg_com

Top Tweeters in G6:
@nbstv
@imagine_garden
@uginm102
@ykyabalongo
@rauf_khalid
@wadadamichael
@kccaug
@ug_edge
@drgiftstephen
@davidbalinda14

Top Tweeters in G7:
@jornalistavitor
@alpine_joy
@palmarine128
@newscientist
@drkcnnckrd
@generef
@genbio
@n23pai
@ederandres152
@uaeje

Top Tweeters in G8:
@llemj
@el_pais
@mairatrix649
@mikel_uriguen
@famartinez2001
@msep0003
@petravonniemand
@javiermartin1e
@waltermaes
@johnctnnn

Top Tweeters in G9:
@thehill
@monitor_ph
@cinziasams
@lungsatwork
@susanwabuda
@nathnac
@thelancetinfdis
@snagesh2
@makerere
@lidc_uk

Top Tweeters in G10:
@annoula64
@hubofml
@krishworlds
@forbes
@jerusalem_post
@starcolombo
@pyscalellc
@tmmmarshall
@pequeninwarrior
@forbestech


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.