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#malaria_2022-01-16_20-43-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2022
Short Description:
#malaria via NodeXL https://bit.ly/33sQbW1
@who
@targetmalaria
@malariamustdie
@hanniepower
@mesamalaria
@globalvectorhub
@saludisciii
@malariagenomics
@faryus88
@meraindiaicmr

Top hashtags:
#malaria
#hiv
#covid
#tuberkulose
#dengue
#covid19
#plasmodium
#mosquitoes

Description:
Description
The graph represents a network of 1,872 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, 17 January 2022 at 04:46 UTC.

The requested start date was Monday, 17 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 13-day, 6-hour, 7-minute period from Monday, 03 January 2022 at 05:40 UTC to Sunday, 16 January 2022 at 11:47 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 : 1872
Unique Edges : 1210
Edges With Duplicates : 3347
Total Edges : 4557
Number of Edge Types : 5
Tweet : 474
MentionsInRetweet : 1978
Mentions : 616
Retweet : 1449
Replies to : 40
Self-Loops : 504
Reciprocated Vertex Pair Ratio : 0.0301530153015302
Reciprocated Edge Ratio : 0.0585408475316732
Connected Components : 275
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 824
Maximum Edges in a Connected Component : 2436
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.385986
Graph Density : 0.000653530951499952
Modularity : 0.483399
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,872 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, 17 January 2022 at 04:46 UTC.

The requested start date was Monday, 17 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 13-day, 6-hour, 7-minute period from Monday, 03 January 2022 at 05:40 UTC to Sunday, 16 January 2022 at 11:47 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:
[13] https://www.cell.com/trends/parasitology/current
[12] https://medium.com/ai-techsystems/malaria-parasite-detection-using-a-convolutional-neural-network-on-the-cainvas-platform-6b18c57a9e30?source=friends_link&sk=91a96ee65cd43203f8323885d0220675
[12] https://cainvas.ai-tech.systems/use-cases/malaria-parasite-detection-app/
[12] https://medicalxpress.com/news/2022-01-swedish-lab-eyes-poisoned-chalice.html
[11] https://elifesciences.org/articles/70763
[8] https://blogs.biomedcentral.com/bugbitten/2022/01/14/when-malaria-is-the-price-of-gold/
[8] Perfect
[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://www.amazon.com/dp/B09B3DCNXK/ref=cm_sw_r_tw_dp_R3GWE60M0Y89ZKSCJ7GE
[5] https://elpais.com/planeta-futuro/2022-01-10/las-lecciones-de-kenia-para-vacunar-a-todo-africa-contra-la-malaria.html

Top URLs in Tweet in G1:
[8] Perfect
[7] https://elifesciences.org/articles/70763
[4] https://www.gatesfoundation.org/ideas/articles/malaria-rtss-vaccine
[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://elpais.com/planeta-futuro/2022-01-10/las-lecciones-de-kenia-para-vacunar-a-todo-africa-contra-la-malaria.html
[2] http://outbreaknewstoday.com/who-monitors-malaria-outbreak-in-south-sudan-85062/
[2] https://www.forbes.com/sites/christinero/2022/01/05/how-nigeria-is-beating-back-fake-malaria-drugs/?sh=2d6536a06a54
[2] https://www.path.org/articles/path-malaria-2021-photos/
[2] https://mesamalaria.org/updates/all-you-need-know-about-mesa-deep-dives

Top URLs in Tweet in G3:
[5] 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
[4] https://twitter.com/CNBC/status/1477904999279697922
[4] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[3] https://twitter.com/Forbes/status/1478752322838740993
[3] https://kylejnorton.blogspot.com/2019/12/tocopherols-potwential-treatment-for.html
[3] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[2] https://rosaliemarkovics.blogspot.com/2022/01/how-to-help-people-in-poverty.html#.YdpcoXrBK64.twitter
[2] https://health.economictimes.indiatimes.com/news/industry/malaria-elimination-and-achieving-sdg-3-by-2030-amidst-covid-19/88734175
[2] https://www.elheraldo.hn/queondaconesto/1508817-466/utilizan-sangre-falsa-para-luchar-contra-los-mosquitos-y-la-malaria
[2] https://www.mtv.com.lb/en/News/1247406/

Top URLs in Tweet in G4:
[1] https://dx.doi.org/10.21203/rs.3.rs-1183528/v1
[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.malariagen.net/data/amin1-snp
[1] https://twitter.com/mgcbg_cbil/status/1480980957394051079
[1] https://twitter.com/alexgoesviral/status/1480586672983224320
[1] https://www.microbialmondays.com/post/a-malarial-monday
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8717973/
[1] https://www.nature.com/articles/s41598-021-04113-x
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0262018
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8729155/

Top URLs in Tweet in G5:
[1] https://www.maharashtra.city/cities/mumbai/rise-in-epidemic-patients-in-mumbai-2/

Top URLs in Tweet in G7:
[2] https://isanidad.com/205081/un-investigador-espanol-revisa-la-influencia-de-mutaciones-geneticas-que-provocan-resistencias-en-el-tratamiento-de-la-malaria/
[2] https://www.isciii.es/Noticias/Noticias/Paginas/Noticias/Art%C3%ADculo-Malaria-CNMT-Guinea-Resistencias.aspx
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-021-04000-w#citeas
[1] https://twitter.com/SaludISCIII/status/1480837495680126976
[1] https://twitter.com/gsk_es/status/1479445300054044674
[1] https://es.gsk.com/es-es/innovaci%C3%B3n-responsable/innovamos/open-lab-diez-a%C3%B1os-de-colaboraci%C3%B3n-cient%C3%ADfica-e-innovaci%C3%B3n-abierta/
[1] https://youtu.be/0cMoTfY3b_U
[1] https://www.youtube.com/watch?v=_-1Hk8kv-UU&feature=youtu.be

[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 G8:
[3] https://epms.icmr.org.in/extramuralstaticweb/pdf/Adhoc/advertisement/MERA_India_Research_Proposal_Notification_2022.pdf
[2] 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
[2] https://nimr.webex.com/webappng/sites/nimr/meeting/download/551745449b584ee9beda9e5024ac5412?siteurl=nimr&MTID=m9e0c03183ee2b158825e028f50b04834
[2] https://twitter.com/MERAIndiaICMR/status/1479778246363271169
[1] https://www.wwarn.org/tools-resources/literature-reviews/wwarn-clinical-trials-publication-library
[1] https://www.wwarn.org/tracking-resistance
[1] https://www.wwarn.org/tracking-resistance/sp-molecular-surveyor
[1] https://www.sciencedirect.com/science/article/pii/S0025556421001541?via%3Dihub#
[1] https://www.wwarn.org/tools-resources/malaria-pregnancy-library
[1] https://epms.icmr.org.in/extramuralstaticweb/pdf/Adhoc/advertisement/MERA_India_YMR_Notification_2022.pdf

Top URLs in Tweet in G10:
[13] https://www.cell.com/trends/parasitology/current
[3] https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3001515
[2] https://pubmed.ncbi.nlm.nih.gov/34974665/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220103120841&v=2.17.5
[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
[1] https://wwwnc.cdc.gov/eid/article/28/2/21-1725_article?utm_source=dlvr.it&utm_medium=twitter
[1] https://pubmed.ncbi.nlm.nih.gov/34974666/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220103090907&v=2.17.5
[1] https://pubmed.ncbi.nlm.nih.gov/34974837/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220104000736&v=2.17.5
[1] https://pubmed.ncbi.nlm.nih.gov/34983549/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220105174913&v=2.17.5
[1] https://pubmed.ncbi.nlm.nih.gov/34995295/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220108024528&v=2.17.5
[1] http://link.springer.com/10.1007/s00436-021-07399-y?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[81] twitter.com
[23] youtube.com
[20] nih.gov
[17] biomedcentral.com
[13] medium.com
[13] cell.com
[12] ai-tech.systems
[12] who.int
[12] medicalxpress.com
[11] elifesciences.org

Top Domains in Tweet in G1:
[12] twitter.com
[9] mesamalaria.org
[7] elifesciences.org
[5] who.int
[5] elpais.com
[4] gatesfoundation.org
[4] outbreaknewstoday.com
[4] biomedcentral.com
[4] scidev.net
[4] npr.org

Top Domains in Tweet in G3:
[21] twitter.com
[9] blogspot.com
[7] okt.to
[5] amazon.in
[4] com.br
[3] google.com
[3] youtube.com
[3] vectorcide.com
[3] amazon.de
[2] who.int

Top Domains in Tweet in G4:
[4] twitter.com
[2] malariagen.net
[2] nih.gov
[2] nature.com
[1] doi.org
[1] microbialmondays.com
[1] plos.org
[1] oup.com
[1] instagram.com
[1] uni-heidelberg.de

Top Domains in Tweet in G5:
[1] maharashtra.city

Top Domains in Tweet in G7:
[2] isanidad.com
[2] isciii.es
[2] twitter.com
[1] biomedcentral.com
[1] gsk.com
[1] youtu.be
[1] youtube.com
[1] gacetamedica.com

Top Domains in Tweet in G8:
[5] org.in
[4] wwarn.org
[3] webex.com
[3] ghsupplychain.org
[2] elsevierhealth.com
[2] sciencedirect.com
[2] twitter.com
[2] iddo.org
[1] youtube.com
[1] bmj.com

Top Domains in Tweet in G10:
[13] cell.com
[11] nih.gov
[4] plos.org
[2] who.int
[1] cdc.gov
[1] springer.com
[1] biomedcentral.com
[1] thenationalnews.com
[1] openaccessgovernment.org
[1] mdpi.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1554] malaria
[226] hiv
[198] covid
[188] tuberkulose
[158] dengue
[100] covid19
[72] plasmodium
[54] mosquitoes
[43] tb
[40] scientists



Top Hashtags in Tweet in G1:
[287] malaria
[30] covid19
[22] hiv
[21] tb
[16] africa
[15] endmalaria
[13] aids
[13] worldmalariareport
[11] mosquirix
[9] covid

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

Top Hashtags in Tweet in G3:
[185] malaria
[14] dengue
[13] mosquitoes
[10] vaccine
[10] health
[10] pharma
[9] covid
[8] biontech
[8] mrna
[8] omicron

Top Hashtags in Tweet in G4:
[50] plasmodium
[47] malaria
[37] scientists
[22] genomic
[11] anopheles
[10] surveillance
[10] scicomm
[9] womeninscience
[9] webinars
[8] parasite

Top Hashtags in Tweet in G5:
[4] dengue
[4] malaria
[2] mumbai
[1] technicaltextiles
[1] guardianminsiter
[1] मुंबई
[1] साथरोग
[1] रुग्णसंख्या
[1] मुंबई_महापालिका
[1] आरोग्यविभाग

Top Hashtags in Tweet in G6:
[114] dengue
[57] malaria
[8] swachhsurvekshan2022visakhapatnam
[5] mycleanindia
[5] azadikaamritmahotsav
[4] garbagefreecites
[2] ugdsc2022
[1] swachhsurvekshan2022
[1] garbagefreecities

Top Hashtags in Tweet in G7:
[26] malaria
[15] isciii
[7] tuberculosis
[3] lomásleído
[3] enfermos
[2] investigación
[2] noticiasisciii
[2] tb
[2] openlab
[2] historia

Top Hashtags in Tweet in G8:
[44] malaria
[13] malariaresearch
[9] malariologist
[9] covid19
[8] lab
[7] infectiousdiseases
[6] lectureseries
[6] datamanager
[5] llins
[5] supplychain

Top Hashtags in Tweet in G9:
[52] malaria
[14] lamalaria
[12] 09ene
[12] paludismo
[12] 12ene
[12] prevención
[10] 6ene
[10] vacuna
[7] digesaludfanbcuidatusalud
[6] 07ene

Top Hashtags in Tweet in G10:
[69] malaria
[20] mosquitoes
[13] mosquito
[13] plasmodium
[13] artemisinin
[8] china
[7] penguins
[4] dengue
[4] yellowfever
[4] tillvoss

Top Words
Top Words in Tweet in Entire Graph:
[1551] #malaria
[313] malaria
[226] #hiv
[202] mio
[200] menschen
[199] die
[197] #covid
[197] 30
[192] 40
[188] mehr

Top Words in Tweet in G1:
[287] #malaria
[84] malaria
[53] globalfund
[39] health
[36] 2020
[35] malariamustdie
[34] deaths
[33] more
[33] fight
[32] against

Top Words in Tweet in G2:
[172] die
[171] weltweit
[171] verhungern
[171] jedes
[171] jahr
[171] knapp
[171] 30
[171] 40
[171] mio
[171] menschen

Top Words in Tweet in G3:
[185] #malaria
[41] malaria
[27] take
[27] pill
[14] hope
[14] more
[14] #dengue
[14] forget
[13] #mosquitoes
[13] remember

Top Words in Tweet in G4:
[50] #plasmodium
[47] #malaria
[43] mgcbg_cbil
[42] friday
[39] twitter
[37] hello
[37] fellow
[37] #scientists
[37] kindly
[37] make

Top Words in Tweet in G5:
[6] mybmchealthdept
[6] ग
[5] mybmcwardb
[4] #dengue
[4] #malaria
[4] kamlakar_shenoy
[4] bjp4mumbai
[4] mumbaincp
[4] shivsenacomms
[4] samajwadimah

Top Words in Tweet in G6:
[169] awareness
[161] gvmc_official
[145] activities
[141] gvmc
[141] alo
[130] seasonal
[121] created
[121] diseases
[114] #dengue
[98] prevention

Top Words in Tweet in G7:
[26] #malaria
[23] saludisciii
[22] influencia
[22] mutaciones
[21] revisa
[21] genéticas
[15] investigación
[15] centro
[15] nacional
[15] medicina

Top Words in Tweet in G8:
[44] #malaria
[21] meraindiaicmr
[14] india
[13] #malariaresearch
[12] research
[11] profskrishna
[11] call
[9] #malariologist
[9] #covid19
[9] mera

Top Words in Tweet in G9:
[52] #malaria
[33] hospimilaragua
[18] enfermedad
[16] nmamerida
[16] contra
[14] #lamalaria
[14] conoces
[14] patrick
[14] manson
[14] médico

Top Words in Tweet in G10:
[69] #malaria
[23] one
[20] #mosquitoes
[20] transmit
[19] block
[18] plosbiology
[16] way
[16] transmission
[16] modify
[16] parasite

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[191] #hiv,#malaria
[188] #malaria,#tuberkulose
[186] weltweit,verhungern
[186] 30,40
[186] 40,mio
[186] mio,menschen
[186] menschen,mehr
[174] #tuberkulose,#covid
[174] #covid,zusammen
[172] verhungern,jedes

Top Word Pairs in Tweet in G1:
[19] contra,#malaria
[18] covid,19
[15] globalfund,working
[15] working,swiftly
[15] swiftly,procure
[15] procure,distribute
[15] distribute,covid
[15] 19,tests
[15] tests,oxygen
[15] oxygen,treatments

Top Word Pairs in Tweet in G2:
[171] weltweit,verhungern
[171] verhungern,jedes
[171] jedes,jahr
[171] jahr,knapp
[171] knapp,30
[171] 30,40
[171] 40,mio
[171] mio,menschen
[171] menschen,mehr
[171] mehr,#hiv

Top Word Pairs in Tweet in G3:
[27] take,#malaria
[27] #malaria,pill
[14] forget,take
[13] remember,take
[13] pill,hope
[9] #dengue,#malaria
[7] #mrna,#vaccine
[7] 22ua,#biotech
[7] #omicron,#corona
[7] #corona,#malaria

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

Top Word Pairs in Tweet in G5:
[4] kamlakar_shenoy,mybmcwardb
[4] mybmcwardb,mybmchealthdept
[4] mybmchealthdept,bjp4mumbai
[4] bjp4mumbai,mumbaincp
[4] mumbaincp,shivsenacomms
[4] shivsenacomms,samajwadimah
[3] #dengue,#malaria
[3] samajwadimah,officeofut
[2] make,uniforms
[2] mumbadevipraja,kamlakar_shenoy

Top Word Pairs in Tweet in G6:
[118] seasonal,diseases
[110] diseases,#dengue
[106] created,awareness
[96] alo,activities
[86] awareness,segregation
[80] segregation,waste
[80] waste,prevention
[77] zonal,commissioner
[72] few,glances
[72] glances,alo

Top Word Pairs in Tweet in G7:
[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] saludisciii,investigación

Top Word Pairs in Tweet in G8:
[9] mera,india
[8] join,tomorrow
[8] tomorrow,1500ist
[8] 1500ist,listen
[8] listen,observations
[8] observations,#malariologist
[8] #malariologist,profskrishna
[8] profskrishna,#malariaresearch
[8] #malariaresearch,#lab
[7] meraindiaicmr,join

Top Word Pairs in Tweet in G9:
[16] contra,#malaria
[14] #lamalaria,conoces
[14] conoces,patrick
[14] patrick,manson
[14] manson,médico
[14] médico,científico
[14] científico,escocés
[14] escocés,descubrió
[14] descubrió,filariasis
[14] filariasis,humanos

Top Word Pairs in Tweet in G10:
[20] #mosquitoes,transmit
[16] one,way
[16] way,block
[16] block,#malaria
[16] #malaria,transmission
[16] transmission,modify
[16] modify,#mosquitoes
[16] transmit,parasite
[16] parasite,mosquitoexpert
[16] mosquitoexpert,co

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@2sarikaya
@gvmc_official
@who
@globalfund
@malariamustdie
@mgcbg_cbil
@twitter
@alma_2030
@hospimilaragua
@usaid_nishtha

Top Mentioned in G1:
@who
@globalfund
@malariamustdie
@theglobalfight
@targetmalaria
@pmigov
@planeta_futuro
@mesamalaria
@pepfar
@malarianomore

Top Mentioned in G2:
@2sarikaya

Top Mentioned in G3:
@imi_africa
@hot1027news
@aroseforarose61
@africa_rb
@sixandlaura
@filumestre
@lifebedside1
@munagropecuario

Top Mentioned in G4:
@mgcbg_cbil
@twitter
@malariagenomics
@olivomiotto
@uniklinik_hd
@ciidheidelberg
@plasmohd
@noviyantirintis
@nicolekilianphd
@sokoineu

Top Mentioned in G5:
@mybmchealthdept
@mybmcwardb
@bjp4mumbai
@mumbaincp
@shivsenacomms
@samajwadimah
@kamlakar_shenoy
@officeofut
@mybmc
@pmoindia

Top Mentioned in G6:
@gvmc_official

Top Mentioned in G7:
@saludisciii
@gsk_es
@guillermodejuan
@paludismolosar
@isanidad
@berzosa_pedro
@psglobal_
@iremolina272
@aytolosar
@diputacioncc

Top Mentioned in G8:
@meraindiaicmr
@profskrishna
@1500ist
@harvardchansph
@ginagh
@chemonics
@iddonews
@wwarn
@stgeorgesuni
@globalhealthbmj

Top Mentioned in G9:
@hospimilaragua
@nmamerida
@digesaludfanb
@ambumilvalencia
@junior180570
@ambumilamazonas
@absimonbolivar
@adi111wayuu

Top Mentioned in G10:
@plosbiology
@mosquitoexpert
@bloodsparasites
@trendsparasitol
@microbesinfect
@oxfordfrom
@cell2_cell
@tropicalmedmdpi
@cdc_eidjournal
@bugbittentweets

Top Tweeters
Top Tweeters in Entire Graph:
@newsoneplace
@viralvideovlogs
@ipythonistabot
@rosenchild
@freeboostpromo
@pdeblassieiii
@hubofml
@el_pais
@margymayell
@darrellpmwest

Top Tweeters in G1:
@darrellpmwest
@digitaldecoded1
@monitor_ph
@remirol1956
@thedrum
@indieangles
@editaola
@xemagil
@filhoeterno12
@fillmorewhite

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

Top Tweeters in G3:
@newsoneplace
@mtvlebanonnews
@yagbebi
@miragenewscom
@avibebert
@kylejnorton
@diarioelheraldo
@filumestre
@mtvenglishnews
@laopinioncucuta

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

Top Tweeters in G5:
@office
@shashitharoor
@potholewarriors
@dev_fadnavis
@mybmc
@chouhanshivraj
@bjp4mumbai
@mumbaikhabar9
@swachhbharatgov
@cmomaharashtra

Top Tweeters in G6:
@gvmc_official
@appalanaiduanu1
@chinni707
@purush2020
@peelasandeep
@vijjisaragada
@jettihema
@jagannadhagollu
@sowjanyamalavi
@chandu68442578

Top Tweeters in G7:
@937908mcm
@maribelalameda7
@mire_palenzuela
@isanidad
@arankuki
@euprepiopadula
@hrsjuc
@egaluemozo
@blancotero
@gacetamedicacom

Top Tweeters in G8:
@viralvideovlogs
@ivanajpavlovic
@booly_supply
@harvardchansph
@seyeabimbola
@unibarcelona
@uolondon
@chemonics
@stgeorgesuni
@thelancetinfdis

Top Tweeters in G9:
@raidee_r
@djrev0luchav
@armasnina
@karen68184951
@duno_eliu
@andres43095229
@digesaludfanb
@zalezki2711
@orlando58639265
@auradeguerra

Top Tweeters in G10:
@ds41744
@syawal
@partageleen
@ghost_maga
@behavecolpapers
@dinapomeranz
@bloodsparasites
@bramatti
@xuorac
@in_ankitsingla