#malaria, Twitter, 1/24/2022 4:53:53 AM, 270527


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#malaria_2022-01-23_20-43-02.xlsx
#malaria_2022-01-23_20-43-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 24, 2022
Short Description:
#malaria via NodeXL https://bit.ly/3nTEWgp
@targetmalaria
@who
@bwv9lr0kugutemt
@fredros_inc
@trendsparasitol
@h3abionet
@mgcbg_cbil
@globalfund
@pratimagg
@malariagenomics

Top hashtags:
#malaria
#hiv
#covid
#tuberkulose
#covid19
#plasmodium
#aids
#tb
#mosquitoes

Description:
Description
The graph represents a network of 1,984 Twitter users whose tweets in the requested range contained "#malaria", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 January 2022 at 04:46 UTC.

The requested start date was Monday, 24 January 2022 at 01:01 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 11-day, 10-hour, 14-minute period from Monday, 10 January 2022 at 01:18 UTC to Friday, 21 January 2022 at 11:32 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 : 1984
Unique Edges : 1452
Edges With Duplicates : 3346
Total Edges : 4798
Number of Edge Types : 5
Retweet : 1453
MentionsInRetweet : 2138
Mentions : 754
Tweet : 422
Replies to : 31
Self-Loops : 453
Reciprocated Vertex Pair Ratio : 0.0322834645669291
Reciprocated Edge Ratio : 0.0625476735316552
Connected Components : 279
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 1006
Maximum Edges in a Connected Component : 2993
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.45905
Graph Density : 0.000666451124884095
Modularity : 0.517259
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,984 Twitter users whose tweets in the requested range contained "#malaria", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 January 2022 at 04:46 UTC.

The requested start date was Monday, 24 January 2022 at 01:01 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 11-day, 10-hour, 14-minute period from Monday, 10 January 2022 at 01:18 UTC to Friday, 21 January 2022 at 11:32 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:
[20] https://www.cell.com/trends/parasitology/current
[14] https://medium.com/ai-techsystems/malaria-parasite-detection-using-a-convolutional-neural-network-on-the-cainvas-platform-6b18c57a9e30?source=friends_link&sk=91a96ee65cd43203f8323885d0220675
[14] https://cainvas.ai-tech.systems/use-cases/malaria-parasite-detection-app/
[11] https://elifesciences.org/articles/70763
[10] https://thehill.com/opinion/healthcare/590267-covid-19-has-derailed-progress-on-malaria-heres-what-we-need-to-do-to-get
[8] https://blogs.biomedcentral.com/bugbitten/2022/01/14/when-malaria-is-the-price-of-gold/
[8] Perfect
[6] https://www.path.org/articles/path-malaria-2021-photos/
[6] https://allafrica.com/view/group/main/main/id/00080754.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Agroup%3Aabljpw
[6] https://medicalxpress.com/news/2022-01-swedish-lab-eyes-poisoned-chalice.html

Top URLs in Tweet in G1:
[8] Perfect
[8] https://thehill.com/opinion/healthcare/590267-covid-19-has-derailed-progress-on-malaria-heres-what-we-need-to-do-to-get
[8] https://blogs.biomedcentral.com/bugbitten/2022/01/14/when-malaria-is-the-price-of-gold/
[6] https://www.path.org/articles/path-malaria-2021-photos/
[4] https://www.npr.org/sections/goatsandsoda/2021/12/06/1049356730/more-people-died-of-malaria-in-2020-than-in-2019-heres-why?utm_source=Sailthru&utm_medium=email&utm_campaign=Future
[4] 12.10.21&utm_term=Future
[3] https://www.gatesfoundation.org/ideas/articles/malaria-rtss-vaccine
[2] https://thehill.com/opinion/healthcare/590267-covid-19-has-derailed-progress-on-malaria-heres-what-we-need-to-do-to-get?rl=1
[2] https://mesamalaria.org/updates/all-you-need-know-about-mesa-deep-dives
[2] https://path.silkroad.com/epostings/index.cfm?fuseaction=app.jobinfo&jobid=305478&company_id=15780&version=1&source=ONLINE&JobOwner=1012648&startflag=1

Top URLs in Tweet in G3:
[5] https://prolibertades.com/wp-content/uploads/2021/12/situacion-ddhh-merida-venezuela-promedehum-2021.pdf
[4] https://www.amazon.in/Odomos-Non-Sticky-Mosquito-Repellent-Vitamin/dp/B00KU1FUH2/ref=mp_s_a_1_4?adgrpid=60050397278&dchild=1&ext_vrnc=hi&gclid=Cj0KCQjwnoqLBhD4ARIsAL5JedK3ptJmxG628g4XfM2_GqotzeFaJ2Afn7jFydSKEYWjC07kFNlC86waAiYREALw_wcB&hvadid=294106820103&hvdev=m&hvlocphy=9061686&hvnetw=g&hvqmt=e&hvrand=16293016701692992529&hvtargid=kwd-313955511073&hydadcr=12522_1812639&keywords=odomos+mosquito+repellent&qid=1633885936&sr=8-4
[3] https://twitter.com/Forbes/status/1478752322838740993
[3] https://kylejnorton.blogspot.com/2019/12/tocopherols-potwential-treatment-for.html
[2] https://health.economictimes.indiatimes.com/news/industry/malaria-elimination-and-achieving-sdg-3-by-2030-amidst-covid-19/88734175
[2] https://www.mtv.com.lb/en/News/1247406/
[2] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[2] https://www.youtube.com/watch?v=iRpMdm-tQHw&feature=youtu.be

[2] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[2] https://www.theguardian.com/society/2022/jan/20/antimicrobial-resistance-antibiotic-resistant-bacterial-infections-deaths-lancet-study

Top URLs in Tweet in G4:
[1] https://www.malariagen.net/blog/60-seconds-dr-cristina-ariani?utm_source=Twitter&utm_medium=Photo&utm_campaign=Blog&utm_term=Ariani
[1] https://www.malariagen.net/apps/pf7/
[1] https://www.malariagen.net/news-events/news-article/malariagen-podcast-prof-olivo-miotto-talks-about-genre-mekong-project?utm_source=Podcast&utm_medium=blog
[1] https://www.gatesfoundation.org/ideas/articles/malaria-rtss-vaccine
[1] https://www.youtube.com/watch?v=Mgt3dBT0hFg

[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Febiom%2Farticle%2FPIIS2352-3964%2821%2900474-6%2Ffulltext&rc=0
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1186%2F1475-2875-13-330
[1] https://www.ajtmh.org/view/journals/tpmd/70/5/article-p486.xml
[1] https://www.aasciences.africa/news/postdoc-spotlight-meet-dr-bartholomew-nyangahu-african-postdoctoral-training-initiative-fellow
[1] https://twitter.com/mgcbg_cbil/status/1480980957394051079

Top URLs in Tweet in G5:
[4] https://elpais.com/planeta-futuro/2022-01-10/las-lecciones-de-kenia-para-vacunar-a-todo-africa-contra-la-malaria.html
[3] https://elpais.com/planeta-futuro/2021-10-06/la-oms-recomienda-por-primera-vez-en-la-historia-una-vacuna-contra-la-malaria.html#?rel=lom
[2] https://www.who.int/news/item/06-10-2021-who-recommends-groundbreaking-malaria-vaccine-for-children-at-risk
[2] https://www.gavi.org/news/media-room/gavi-board-approves-funding-support-malaria-vaccine-roll-out-sub-saharan-africa
[1] https://twitter.com/WHO/status/1473319099803516932?s=20
[1] https://thehill.com/opinion/healthcare/590267-covid-19-has-derailed-progress-on-malaria-heres-what-we-need-to-do-to-get
[1] https://www.isglobal.org/en/-/las-infecciones-por-parasitos-intestinales-podrian-facilitar-las-infecciones-por-malaria-y-viceversa
[1] https://www.forbes.com/sites/christinero/2022/01/05/how-nigeria-is-beating-back-fake-malaria-drugs/
[1] https://theconversation.com/we-studied-the-sounds-of-mosquitoes-mating-rituals-our-findings-could-help-fight-malaria-174797
[1] https://elpais.com/elpais/2021/12/30/album/1640887579_207985.html#foto_gal_1

Top URLs in Tweet in G6:
[17] https://www.cell.com/trends/parasitology/current
[3] https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3001515
[2] https://www.bbc.com/news/health-60058120
[2] https://pubmed.ncbi.nlm.nih.gov/35026728/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220114144052&v=2.17.5
[2] https://www.jvbd.org/text.asp?2021%2F58%2F2%2F178%2F325643&utm_source=dlvr.it&utm_medium=twitter
[2] https://journals.plos.org/plosmedicine/article?id=10.1371%2Fjournal.pmed.1003890&utm_source=dlvr.it&utm_medium=twitter
[1] https://gazettengr.com/malaria-nasarawa-to-distribute-two-million-insecticide-treated-nets/
[1] https://www.geekwire.com/2022/vir-to-extend-covid-19-treatment-approach-to-hiv-malaria-with-50m-from-gates-foundation/
[1] https://allafrica.com/stories/202110150050.html
[1] https://menafn.com/1103535598/We-studied-the-sounds-of-mosquitoes-mating-rituals-our-findings-could-help-fight-malaria

Top URLs in Tweet in G7:
[3] https://www.youtube.com/watch?v=Zvctrq989c0&feature=youtu.be


Top URLs in Tweet in G8:
[2] https://www.isciii.es/Noticias/Noticias/Paginas/Noticias/Art%C3%ADculo-Malaria-CNMT-Guinea-Resistencias.aspx
[2] https://isanidad.com/205081/un-investigador-espanol-revisa-la-influencia-de-mutaciones-geneticas-que-provocan-resistencias-en-el-tratamiento-de-la-malaria/
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-021-04000-w#citeas
[1] https://twitter.com/SaludISCIII/status/1480837495680126976
[1] https://youtu.be/0cMoTfY3b_U
[1] https://www.youtube.com/watch?v=_-1Hk8kv-UU&feature=youtu.be

[1] https://www.youtube.com/watch?v=_-1Hk8kv-UU

[1] https://www.youtube.com/watch?v=V7zJNn49fWg&feature=youtu.be

[1] https://twitter.com/GSK_ES/status/1479445300054044674
[1] https://gacetamedica.com/investigacion/el-isciii-revisa-la-influencia-de-las-mutaciones-geneticas-que-causan-resistencias-en-el-tratamiento-de-la-malaria/

Top URLs in Tweet in G9:
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900471-0%2Ffulltext&rc=0
[4] https://www.iddo.org/about-us/jobs
[2] https://nimr.webex.com/nimr/j.php?MTID=m5460f7e74471986b7f08af1fe2f5898e
[1] https://twitter.com/IDDOnews/status/1481959349543186436
[1] https://www.cell.com/trends/parasitology/current
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanplh%2Farticle%2FPIIS2542-5196%2821%2900296-5%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanmic%2Fissue%2Fcurrent&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900557-0%2Ffulltext&rc=0
[1] https://www.wwarn.org/tracking-resistance
[1] https://www.wwarn.org/tools-resources/literature-reviews/wwarn-clinical-trials-publication-library

Top URLs in Tweet in G10:
[11] https://elifesciences.org/articles/70763
[3] https://phys.org/news/2022-01-automating-blood-smears-easier-malaria.html
[2] https://wcair.dundee.ac.uk/major-funding-award-for-international-coalitions-disease-research/
[2] https://agencia.fapesp.br/estudo-propoe-nova-forma-de-detectar-complicacao-provocada-por-ip-vivax-i-em-paciente-com-malaria/37707/
[1] https://www.gotruvay.com
[1] https://www.frontiersin.org/articles/10.3389/fcimb.2021.789417/full
[1] https://twitter.com/acunningID/status/1481307413584113664
[1] https://twitter.com/WCAIRDundee/status/1483022556928094214
[1] https://www.dundee.ac.uk/stories/major-funding-award-international-coalitions-disease-research
[1] https://dx.plos.org/10.1371/journal.ppat.1002401

Top Domains
Top Domains in Tweet in Entire Graph:
[78] twitter.com
[29] youtube.com
[20] cell.com
[18] elsevierhealth.com
[16] nih.gov
[14] medium.com
[14] ai-tech.systems
[12] thehill.com
[11] biomedcentral.com
[11] ac.uk

Top Domains in Tweet in G1:
[17] twitter.com
[10] thehill.com
[8] path.org
[8] biomedcentral.com
[6] mesamalaria.org
[4] scidev.net
[4] npr.org
[4] targetmalaria.org
[3] gatesfoundation.org
[3] amazonaws.com

Top Domains in Tweet in G3:
[15] twitter.com
[5] youtube.com
[5] blogspot.com
[5] prolibertades.com
[4] amazon.in
[3] okt.to
[3] vectorcide.com
[2] indiatimes.com
[2] com.lb
[2] amazon.de

Top Domains in Tweet in G4:
[4] twitter.com
[3] malariagen.net
[2] nih.gov
[1] gatesfoundation.org
[1] youtube.com
[1] elsevierhealth.com
[1] springer.com
[1] ajtmh.org
[1] aasciences.africa
[1] findaphd.com

Top Domains in Tweet in G5:
[9] elpais.com
[5] who.int
[5] twitter.com
[5] lamalaria.com
[3] medicalindependent.ie
[2] gavi.org
[1] thehill.com
[1] isglobal.org
[1] forbes.com
[1] theconversation.com

Top Domains in Tweet in G6:
[17] cell.com
[7] plos.org
[6] nih.gov
[2] bbc.com
[2] sciencedirect.com
[2] jvbd.org
[1] gazettengr.com
[1] geekwire.com
[1] allafrica.com
[1] menafn.com

Top Domains in Tweet in G7:
[3] youtube.com

Top Domains in Tweet in G8:
[3] youtube.com
[2] isciii.es
[2] twitter.com
[2] isanidad.com
[1] biomedcentral.com
[1] youtu.be
[1] gacetamedica.com

Top Domains in Tweet in G9:
[8] elsevierhealth.com
[5] iddo.org
[4] twitter.com
[4] wwarn.org
[3] webex.com
[2] sciencedirect.com
[2] org.in
[1] cell.com
[1] ac.uk
[1] ghsupplychain.org

Top Domains in Tweet in G10:
[11] elifesciences.org
[3] phys.org
[3] ac.uk
[2] twitter.com
[2] fapesp.br
[1] gotruvay.com
[1] frontiersin.org
[1] plos.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1621] malaria
[278] hiv
[201] covid
[198] tuberkulose
[129] covid19
[81] plasmodium
[68] aids
[64] tb
[56] mosquitoes
[50] dengue



Top Hashtags in Tweet in G1:
[315] malaria
[39] covid19
[19] endmalaria
[19] tb
[17] hiv
[11] aids
[9] pepfar
[9] mosquito
[9] mosquitoes
[8] genedrive

Top Hashtags in Tweet in G2:
[180] hiv
[180] malaria
[180] tuberkulose
[180] covid
[1] who
[1] pandemie

Top Hashtags in Tweet in G3:
[190] malaria
[14] dengue
[14] covid19
[13] health
[12] hiv
[10] mosquitoes
[7] pharma
[6] covid
[6] diseases
[5] vaccine

Top Hashtags in Tweet in G4:
[85] malaria
[53] plasmodium
[40] scientists
[12] genomic
[10] surveillance
[10] scicomm
[9] webinars
[9] womeninscience
[8] genomicsurveillance
[8] parasite

Top Hashtags in Tweet in G5:
[74] malaria
[19] mosquirix
[12] covid19
[9] lomasleido
[9] enportada
[9] kenia
[5] ivermectin
[5] hiv
[5] malariavaccine
[3] africa

Top Hashtags in Tweet in G6:
[108] malaria
[40] aids
[34] hiv
[32] amr
[18] mosquitoes
[18] plasmodium
[13] artemisinin
[12] mosquito
[8] antibioticresistance
[6] plasmin

Top Hashtags in Tweet in G7:
[6] malaria
[4] mumbai
[4] dengue
[2] covid19
[2] polio
[1] vileparleazadnagar
[1] vileparle
[1] azadnagarat
[1] azadnagarcampus
[1] empireoffilth

Top Hashtags in Tweet in G8:
[39] malaria
[15] isciii
[14] antibiotics
[14] urgences
[14] superbacterias
[14] sida
[14] cancer
[14] pulmón
[3] enfermos
[3] historia

Top Hashtags in Tweet in G9:
[61] malaria
[17] datamanager
[17] malariaresearch
[13] covid19
[9] malariologist
[9] lab
[8] infectiousdiseases
[6] lectureseries
[5] callforproposals
[5] openaccess

Top Hashtags in Tweet in G10:
[38] malaria
[20] tb
[14] drugdiscovery
[11] medical
[10] transcriptomics
[10] animal
[4] unicamp
[3] collaboration
[2] bioinformatics
[2] malária

Top Words
Top Words in Tweet in Entire Graph:
[1619] #malaria
[360] malaria
[278] #hiv
[223] mio
[221] menschen
[209] die
[207] 40
[202] 30
[201] #covid
[198] #tuberkulose

Top Words in Tweet in G1:
[315] #malaria
[98] malaria
[78] globalfund
[45] alma_2030
[41] countries
[39] end
[38] #covid19
[37] progress
[37] health
[36] africa

Top Words in Tweet in G2:
[181] die
[180] weltweit
[180] verhungern
[180] jedes
[180] jahr
[180] knapp
[180] 30
[180] 40
[180] mio
[180] menschen

Top Words in Tweet in G3:
[190] #malaria
[48] malaria
[27] more
[24] take
[23] pill
[14] #dengue
[14] #covid19
[13] #health
[12] people
[12] #hiv

Top Words in Tweet in G4:
[85] #malaria
[53] #plasmodium
[46] mgcbg_cbil
[44] friday
[42] make
[42] twitter
[40] hello
[40] fellow
[40] #scientists
[40] kindly

Top Words in Tweet in G5:
[74] #malaria
[29] contra
[27] planeta_futuro
[19] #mosquirix
[16] malaria
[13] octubre
[12] ayer
[12] noticia
[12] primera
[12] #covid19

Top Words in Tweet in G6:
[108] #malaria
[43] more
[42] study
[41] people
[40] #aids
[40] deaths
[34] reveals
[34] #hiv
[32] #amr
[32] killing

Top Words in Tweet in G7:
[9] य
[6] च
[6] र
[6] #malaria
[5] mybmcwardb
[5] mybmchealthdept
[4] #mumbai
[4] द
[4] #dengue
[4] mybmc

Top Words in Tweet in G8:
[39] #malaria
[23] saludisciii
[22] influencia
[22] mutaciones
[21] revisa
[21] genéticas
[15] investigación
[15] centro
[15] nacional
[15] medicina

Top Words in Tweet in G9:
[61] #malaria
[32] meraindiaicmr
[22] research
[20] work
[17] #datamanager
[17] #malariaresearch
[16] looking
[14] related
[14] iddonews
[14] india

Top Words in Tweet in G10:
[38] #malaria
[20] models
[20] #tb
[17] research
[16] funding
[15] dundeeuni
[14] paper
[14] #drugdiscovery
[13] blood
[13] relevance

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[204] #hiv,#malaria
[197] #malaria,#tuberkulose
[196] 40,mio
[195] weltweit,verhungern
[195] 30,40
[195] mio,menschen
[195] menschen,mehr
[183] #tuberkulose,#covid
[183] #covid,zusammen
[181] verhungern,jedes

Top Word Pairs in Tweet in G1:
[25] end,malaria
[23] malaria,councils
[23] #malaria,control
[22] united,states
[20] #malaria,cases
[19] covid,19
[18] #malaria,deaths
[17] #malaria,community
[17] domestic,resource
[16] countries,africa

Top Word Pairs in Tweet in G2:
[180] weltweit,verhungern
[180] verhungern,jedes
[180] jedes,jahr
[180] jahr,knapp
[180] knapp,30
[180] 30,40
[180] 40,mio
[180] mio,menschen
[180] menschen,mehr
[180] mehr,#hiv

Top Word Pairs in Tweet in G3:
[23] take,#malaria
[23] #malaria,pill
[12] forget,take
[11] #dengue,#malaria
[11] remember,take
[11] pill,hope
[5] covid,19
[5] #odomos,#odomosroundtheclock
[5] #odomosroundtheclock,#diseases
[5] #diseases,#bug

Top Word Pairs in Tweet in G4:
[40] hello,twitter
[40] twitter,fellow
[40] fellow,#scientists
[40] #scientists,kindly
[40] kindly,make
[40] make,date
[40] date,friday
[40] friday,webinar
[40] webinar,discussing
[40] discussing,#plasmodium

Top Word Pairs in Tweet in G5:
[25] contra,#malaria
[11] #malaria,#mosquirix
[10] vacuna,contra
[10] hemos,visto
[10] visto,situ
[10] situ,cómo
[10] cómo,vacunación
[10] vacunación,contra
[10] #mosquirix,inmunización
[10] inmunización,aprobada

Top Word Pairs in Tweet in G6:
[40] more,people
[40] #aids,#malaria
[32] study,reveals
[32] reveals,#amr
[32] #amr,killing
[32] killing,more
[32] people,#hiv
[32] #hiv,#aids
[32] #malaria,deaths
[32] deaths,occurring

Top Word Pairs in Tweet in G7:
[4] #dengue,#malaria
[4] kamlakar_shenoy,mybmcwardb
[4] mybmcwardb,mybmchealthdept
[4] mybmchealthdept,bjp4mumbai
[4] bjp4mumbai,mumbaincp
[4] mumbaincp,shivsenacomms
[4] shivsenacomms,samajwadimah
[3] #mumbai,vileparle
[3] vileparle,azadnagar
[3] azadnagar,पर

Top Word Pairs in Tweet in G8:
[22] influencia,mutaciones
[21] revisa,influencia
[21] mutaciones,genéticas
[15] investigación,centro
[15] centro,nacional
[15] nacional,medicina
[15] medicina,tropical
[15] tropical,#isciii
[15] #isciii,revisa
[14] #antibiotics,#urgences

Top Word Pairs in Tweet in G9:
[16] looking,#datamanager
[11] #datamanager,varied
[11] varied,role
[11] role,working
[11] working,health
[11] health,related
[11] related,datasets
[11] mera,india
[10] iddonews,looking
[9] datasets,emerging

Top Word Pairs in Tweet in G10:
[20] #malaria,#tb
[12] funding,gatesfoundation
[11] wcairdundee,dundeeuni
[11] dundeeuni,announces
[11] announces,million
[11] million,funding
[11] gatesfoundation,support
[11] support,#drugdiscovery
[11] #drugdiscovery,#malaria
[10] determine,relevance

Top Replied-To
Top Replied-To in Entire Graph:
@iddonews
@vivian_j_joseph
@crazyvibxz
@alma_2030
@djiglobal
@premkumar9
@palonsomalaria
@makinadora
@ahandvanish
@repjayapal

Top Replied-To in G1:
@vivian_j_joseph
@globalfund
@alma_2030
@maellensirleaf
@ambmkimani

Top Replied-To in G3:
@yanco_iiss

Top Replied-To in G5:
@premkumar9
@randpaul
@who

Top Replied-To in G7:
@kamlakar_shenoy
@mumbadevipraja

Top Replied-To in G8:
@makinadora
@palonsomalaria

Top Replied-To in G9:
@iddonews

Top Replied-To in G10:
@wcairdundee

Top Mentioned
Top Mentioned in Entire Graph:
@2sarikaya
@globalfund
@who
@mgcbg_cbil
@alma_2030
@fredros_inc
@twitter
@meraindiaicmr
@openorphan
@targetmalaria

Top Mentioned in G1:
@globalfund
@alma_2030
@pmigov
@targetmalaria
@endmalaria
@theglobalfight
@malariamustdie
@rajpanjabi
@aplma_malaria
@pathtweets

Top Mentioned in G2:
@2sarikaya

Top Mentioned in G3:
@imi_globe
@africa_rb
@sixandlaura
@filumestre
@lifebedside1
@amrinsights
@drsheeshpal
@ph_afrique
@diarioabierto
@addfieldltd

Top Mentioned in G4:
@mgcbg_cbil
@twitter
@fredros_inc
@malariagenomics
@olivomiotto
@cristina_ariani
@bartondigo
@aasciences
@alexgoesviral
@noviyantirintis

Top Mentioned in G5:
@who
@planeta_futuro
@isglobalorg
@gavi
@lamalariablog
@mvankerkhove
@nighealthwatch
@cdcgov
@nejm
@lola_hierro

Top Mentioned in G6:
@gardp_amr
@plosbiology
@trendsparasitol
@mosquitoexpert
@bloodsparasites
@microbesinfect
@bbbrieger
@cell2_cell
@ebiomedicine
@niaidnews

Top Mentioned in G7:
@mybmcwardb
@mybmchealthdept
@bjp4mumbai
@mumbaincp
@shivsenacomms
@samajwadimah
@mybmc
@pmoindia
@officeofut
@kamlakar_shenoy

Top Mentioned in G8:
@saludisciii
@cdcinteligencia
@paludismolosar
@carolusvemperor
@berzosa_pedro
@aytolosar
@diputacioncc
@turismo_dipcc
@iremolina272
@psglobal_

Top Mentioned in G9:
@meraindiaicmr
@profskrishna
@iddonews
@wwarn
@1500ist
@harvardchansph
@ginagh
@lancetmicrobe
@thelancetinfdis
@univofdelhi

Top Mentioned in G10:
@dundeeuni
@gatesfoundation
@ddu_dundee
@unicampoficial
@acunningid
@wcairdundee
@athinaofathens
@agenciafapesp
@_myrsini_

Top Tweeters
Top Tweeters in Entire Graph:
@gambiste1
@viralvideovlogs
@ipythonistabot
@rosenchild
@thehill
@schestowitz
@hubofml
@el_pais
@margymayell
@darrellpmwest

Top Tweeters in G1:
@thehill
@darrellpmwest
@digitaldecoded1
@monitor_ph
@imagine_garden
@thedrum
@nordicgeo
@physorg_com
@therecycla
@shropshirestar

Top Tweeters in G2:
@hausfrau4ever
@vonunter
@routeandswitch1
@elisabethtobler
@roemmermann
@olejanson
@helenehargeshe1
@brischleu
@fraumerkek
@lou05316597

Top Tweeters in G3:
@schestowitz
@mtvlebanonnews
@avibebert
@kylejnorton
@diarioelheraldo
@filumestre
@fpjindia
@catalunya_press
@mtvenglishnews
@capetalk

Top Tweeters in G4:
@outerspacemanii
@b0tsci
@in_stemm
@scicommbot
@drabioye
@gamelmag
@cspanwj
@lovettbr
@h3abionet
@hanniepower

Top Tweeters in G5:
@el_pais
@ironorehopper
@ingrx
@j_a_serrano
@dcfairbank
@lluis1966
@editaola
@xemagil
@wef
@filhoeterno12

Top Tweeters in G6:
@ds41744
@npazderski
@luvlibertypeace
@msep0003
@k_paczkowski
@i_d_kay
@skatiq3
@infectiousdz
@newsmedical
@bloodsparasites

Top Tweeters in G7:
@office
@shashitharoor
@hasibaamin
@potholewarriors
@dev_fadnavis
@chouhanshivraj
@mybmc
@bjp4mumbai
@swachhbharatgov
@cmomaharashtra

Top Tweeters in G8:
@937908mcm
@vivadbsk
@maribelalameda7
@mire_palenzuela
@sandymmv
@isanidad
@feldegar
@ana19030429
@arankuki
@hrsjuc

Top Tweeters in G9:
@viralvideovlogs
@rosenchild
@hubbucket
@ivanajpavlovic
@harvardchansph
@unibarcelona
@abdulla74911866
@stgeorgesuni
@msfsci
@thelancetinfdis

Top Tweeters in G10:
@compchembiobot
@rafavrin
@binfotrends
@dundeeuni
@uchicago
@lynnesnpr
@sciencebot8
@bvfapesp
@agenciafapesp
@uw


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