#malaria, Twitter, 11/8/2021 4:27:25 AM, 265789


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#malaria_2021-11-07_19-43-02.xlsx
#malaria_2021-11-07_19-43-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2021
Short Description:
#malaria via NodeXL https://bit.ly/3wmimjC
@who
@wef
@judhajitr
@fredros_inc
@endmalaria
@mohfw_india
@hanniepower
@malariaarmy
@opsoms
@bbbrieger

Top hashtags:
#malaria
#dengue
#covid19
#vaccine
#mrna
#innovation
#health
#paludismo
#globalwarming
#gorakhpur

Description:
Description
The graph represents a network of 2,629 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, 08 November 2021 at 03:48 UTC.

The requested start date was Monday, 08 November 2021 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, 10-hour, 43-minute period from Monday, 25 October 2021 at 01:08 UTC to Sunday, 07 November 2021 at 11:51 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 : 2629
Unique Edges : 1830
Edges With Duplicates : 4792
Total Edges : 6622
Number of Edge Types : 5
Retweet : 2078
MentionsInRetweet : 2734
Tweet : 705
Mentions : 1050
Replies to : 55
Self-Loops : 775
Reciprocated Vertex Pair Ratio : 0.0345803206538824
Reciprocated Edge Ratio : 0.0668489820723184
Connected Components : 437
Single-Vertex Connected Components : 219
Maximum Vertices in a Connected Component : 1344
Maximum Edges in a Connected Component : 4418
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.604112
Graph Density : 0.000476334387608532
Modularity : 0.474999
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,629 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, 08 November 2021 at 03:48 UTC.

The requested start date was Monday, 08 November 2021 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, 10-hour, 43-minute period from Monday, 25 October 2021 at 01:08 UTC to Sunday, 07 November 2021 at 11:51 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:
[106] https://www.weforum.org/agenda/2021/10/new-malaria-vaccine-explained-by-the-who?utm_source=twitter&utm_medium=social_video&utm_term=1_1&utm_content=24036_WHO_approved_malaria_vaccine&utm_campaign=social_video_2021
[27] https://www.thelancet.com/journals/laninf/issue/current
[21] https://recruit.icipe.org/description_of_assignment/displayRecord?id=365
[12] https://pathogenesis.conferenceseries.com/
[10] https://medicalxpress.com/news/2021-11-unexpected-antibody-people-malaria-infections.html
[9] https://www.who.int/es/news-room/fact-sheets/detail/malaria
[9] https://revistapesquisa.fapesp.br/imunizacao-pioneira/?utm_source=twitter&utm_medium=social&utm_campaign=Ed309
[9] http://www.ipsnews.net/2021/10/worlds-deadliest-malaria-parasite-dominance-africa-experts/
[8] https://www.news-medical.net/news/20211028/Malaria-An-Interview-with-the-World-Health-Organization.aspx
[8] https://hindi.citizen-news.org/2021/10/blog-post_11.html

Top URLs in Tweet in G1:
[3] https://endingmalaria.org/
[2] https://thehill.com/opinion/international/579805-ending-malaria-once-and-for-all-requires-more-than-a-vaccine
[2] http://mesamalaria.org/updates/symposium-astmh-towards-next-generation-malaria-vaccine-portfolio-innovations-malaria
[2] https://theconversation.com/malaria-elimination-in-southern-africa-possibly-but-these-gaps-need-attention-171031
[2] https://medium.com/usaid-2030/a-beacon-of-hope-acfef9869431
[1] https://www.nature.com/articles/d44148-021-00086-1
[1] https://learningenglish.voanews.com/a/scientists-find-evidence-of-drug-resistant-form-of-malaria/6247106.html
[1] https://www.dailymail.co.uk/sciencetech/article-10097095/Scientists-trick-malaria-carrying-mosquitoes-drinking-toxic-beet-juice-think-blood.html
[1] https://theconversation.com/ending-malaria-in-africa-needs-to-focus-on-poverty-quick-fixes-wont-cut-it-169205
[1] https://www.news-medical.net/news/20211018/Accelerated-regime-of-preventative-drugs-could-prevent-malaria-infection-and-deaths-in-Africa.aspx

Top URLs in Tweet in G2:
[4] https://www.faz.net/aktuell/rhein-main/neue-forschung-im-kampf-gegen-malaria-17613610.html
[3] https://yarichtech.com/
[3] https://metronews.lk/article/176567
[2] https://www.fiercebiotech.com/biotech/atreca-inks-license-gates-medical-research-institute-for-malaria-asset
[2] https://apiccoledosi.blogautore.repubblica.it/2021/10/26/vaccino-malaria-le-perplessita/
[2] https://twitter.com/wef/status/1453647776982704128
[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.who.int/news/item/06-10-2021-who-recommends-groundbreaking-malaria-vaccine-for-children-at-risk
[2] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2F2021%2F44%2Fstechmuecken-infektionskrankheiten-geschichte-usa-malaria
[2] https://allafrica.com/stories/202111020008.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Aaans%3Aabkgta

Top URLs in Tweet in G3:
[8] https://www.news-medical.net/news/20211028/Malaria-An-Interview-with-the-World-Health-Organization.aspx
[3] https://pubmed.ncbi.nlm.nih.gov/34719814/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20211104102533&v=2.15.0
[3] https://twitter.com/WHO/status/1445776305945935884?s=20
[2] https://www.jvbd.org/text.asp?2020%2F57%2F4%2F285%2F313969&utm_source=dlvr.it&utm_medium=twitter
[2] https://pubmed.ncbi.nlm.nih.gov/34692564/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20211028102143&v=2.15.0
[2] https://www.paho.org/en/events/malaria-day-americas-2021
[2] https://www.thelancet.com/journals/laninf/issue/current
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fparasitology%2Ffulltext%2FS1471-4922%2821%2900231-2&rc=0
[2] https://www.cell.com/trends/parasitology/current
[1] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003799

Top URLs in Tweet in G4:
[106] https://www.weforum.org/agenda/2021/10/new-malaria-vaccine-explained-by-the-who?utm_source=twitter&utm_medium=social_video&utm_term=1_1&utm_content=24036_WHO_approved_malaria_vaccine&utm_campaign=social_video_2021
[2] https://www.weforum.org/agenda/2021/10/new-malaria-vaccine-explained-by-the-who/

Top URLs in Tweet in G5:
[6] https://www.journal-of-hepatology.eu/article/S0168-8278(21)00406-2/fulltext
[3] https://elpais.com/opinion/2021-10-27/vacuna.html?ssm=TW_CC
[2] https://us06web.zoom.us/webinar/register/WN_ZDfNCfPrRXqyqFlK9WX41g
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-021-03945-2
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-021-03939-0
[1] https://ternet-or-tz.zoom.us/meeting/register/tZIpf-uqrjkrHtNQpqaeln67loaxl2BJYjjj
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-021-03950-5
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8542269/
[1] https://twitter.com/MundoSano/status/1456265551030853665
[1] https://www.statnews.com/2021/10/17/malaria-vaccine-historic-yet-imperfect-brings-hope-but-fight-is-far-from-over/

Top URLs in Tweet in G6:
[2] https://emergingmarkets.today/uganda-how-smartphones-are-helping-malaria-testing/
[1] https://www.up.ac.za/news/post_3029960-up-institute-for-sustainable-malaria-control-secures-a-gates-foundation-grant-to-build-capacity-in-africa
[1] https://www.nicd.ac.za/diseases-a-z-index/malaria/
[1] https://www.youtube.com/watch?v=U2V6R2YC22s&utm_content=bufferd862a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[1] https://www.nicd.ac.za/the-seven-steps-south-africa-is-taking-to-get-it-closer-to-eliminating-malaria/?utm_content=buffer13d93&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.nicd.ac.za/malaria-vaccine-is-a-major-leap-forward-but-innovation-mustnt-stop-here/?utm_content=bufferea735&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.thelancet.com/journals/laninf/issue/current
[1] https://theconversation.com/the-seven-steps-south-africa-is-taking-to-get-it-closer-to-eliminating-malaria-171027?utm_source=twitter&utm_medium=bylinetwitterbutton
[1] https://anchor.fm/emergingmarketstoday/episodes/Uganda-How-Smartphones-Are-Helping-Malaria-Testing-e190esi

Top URLs in Tweet in G8:
[1] https://www.lshtm.ac.uk/newsevents/news/2021/malaria-and-dengue-predicted-affect-billions-more-people-if-global-warming#utm_source=Social%20media&utm_medium=Twitter&utm_campaign=Malaria%20and%20dengue%20predicted%20to%20affect%20billions%20more%20people%20if%20global%20warming%20continues%20uncurbed
[1] https://www.lshtm.ac.uk/newsevents/expert-opinion/malaria-vaccine-not-perfect-life-saving?utm_source=Twitter&utm_medium=Social+Media&utm_campaign=Malaria+vaccine:+Not+perfect+but+life-saving
[1] https://www.theguardian.com/science/audio/2021/oct/14/the-world-finally-has-a-malaria-vaccine-why-has-it-taken-so-long-podcast
[1] https://twitter.com/aldemial/status/1454023172244787202
[1] https://www.theguardian.com/science/2021/nov/01/flu-cancer-hiv-after-covid-success-what-next-for-mrna-vaccines
[1] https://twitter.com/davizsierra/status/1452945939480580099
[1] https://link.springer.com/epdf/10.1186/s12936-021-03926-5?sharing_token=sk5aiigth3QPlXi_PT3uM2_BpE1tBhCbnbw3BuzI2RPTCdF9gcPNfEihVJwRGVRb9nt6jv5BmZoTaWCJthCagpthzDlALo-vYLfiyNlWLZRNyT4HRFbI1GWMWLjwQmn1OBX9tBdRuUTT-vah1DiymT2abOK15ifBu1RSs-i_FIg%3D

Top URLs in Tweet in G9:
[2] https://paho-org.zoom.us/webinar/register/WN_Usltg35gRUeWwVIiEndcrw
[2] https://www.who.int/news/item/06-10-2021-who-recommends-groundbreaking-malaria-vaccine-for-children-at-risk
[1] https://www.youtube.com/watch?v=_O-phM2Rqpg&feature=youtu.be

[1] https://spark.adobe.com/page/UQ0vgvolgjCq8/
[1] https://fundacionio.com/mosquirix-la-primera-vacuna-frente-a-la-malaria-recomendada-por-la-oms/
[1] https://www.paho.org/es/campanas/dia-contra-paludismo-americas
[1] https://twitter.com/cocoopsi/status/1275861923951775745
[1] https://www.facebook.com/LaPaginaDeDiana/photos/4808935002484627?_rdc=1&_rdr

Top Domains
Top Domains in Tweet in Entire Graph:
[108] weforum.org
[80] twitter.com
[29] thelancet.com
[23] nih.gov
[21] icipe.org
[21] biomedcentral.com
[19] youtube.com
[17] medicalxpress.com
[17] elsevierhealth.com
[16] conferenceseries.com

Top Domains in Tweet in G1:
[18] twitter.com
[7] mesamalaria.org
[6] endingmalaria.org
[3] theconversation.com
[3] endmalaria.org
[3] youtube.com
[2] nature.com
[2] co.uk
[2] sciencedaily.com
[2] time.com

Top Domains in Tweet in G2:
[19] twitter.com
[6] youtube.com
[4] faz.net
[3] oneindia.com
[3] blogspot.com
[3] yarichtech.com
[3] who.int
[3] newstracklive.com
[3] metronews.lk
[3] medmastery.com

Top Domains in Tweet in G3:
[19] nih.gov
[10] biomedcentral.com
[8] twitter.com
[8] news-medical.net
[7] malariaworld.org
[6] elsevierhealth.com
[3] wwarn.org
[3] ac.uk
[2] plos.org
[2] jvbd.org

Top Domains in Tweet in G4:
[108] weforum.org

Top Domains in Tweet in G5:
[6] journal-of-hepatology.eu
[3] biomedcentral.com
[3] zoom.us
[3] twitter.com
[3] elpais.com
[2] bvgh.org
[1] nih.gov
[1] statnews.com
[1] elmundo.es
[1] theconversation.com

Top Domains in Tweet in G6:
[4] ac.za
[2] emergingmarkets.today
[1] youtube.com
[1] thelancet.com
[1] theconversation.com
[1] anchor.fm

Top Domains in Tweet in G8:
[2] ac.uk
[2] theguardian.com
[2] twitter.com
[1] springer.com

Top Domains in Tweet in G9:
[2] zoom.us
[2] who.int
[1] youtube.com
[1] adobe.com
[1] fundacionio.com
[1] paho.org
[1] twitter.com
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2475] malaria
[274] dengue
[155] covid19
[154] vaccine
[136] mrna
[107] innovation
[87] health
[77] paludismo
[66] globalwarming
[62] gorakhpur



Top Hashtags in Tweet in G1:
[453] malaria
[41] cop26
[37] africayouthmonth
[31] malariayoutharmychampions
[30] youthengagement
[30] kenya
[23] endmalaria
[17] africa
[15] climatechange
[15] dyk

Top Hashtags in Tweet in G2:
[276] malaria
[36] dengue
[23] health
[19] mosquito
[14] covid19
[12] paludismo
[12] malariaprevention
[11] hiv
[10] malariavaccine
[10] vaccine

Top Hashtags in Tweet in G3:
[248] malaria
[30] plasmodium
[14] vaccine
[14] parasites
[12] vivax
[12] vectors
[10] malariavaccine
[10] health
[8] interview
[7] anopheles

Top Hashtags in Tweet in G4:
[113] malaria
[106] vaccine
[104] innovation
[104] mrna
[9] healthtech
[9] healthcare
[8] vaccinecentury
[8] tech
[3] ai
[1] health

Top Hashtags in Tweet in G5:
[121] malaria
[7] malariamelb21
[6] ifakaramasterclasses
[6] africa
[6] liver
[6] parasite
[5] pamca
[4] enfermedadesdesatendidas
[3] wiporesearch
[3] ntds

Top Hashtags in Tweet in G6:
[110] malaria
[51] covid19
[8] sadcmalariaweek
[8] malariafacts
[6] sadcmalariaday
[2] uganda
[2] podcast
[2] emergingmarkets
[1] malariaresearch
[1] healthfactchecknaija

Top Hashtags in Tweet in G7:
[110] malaria
[13] 11/6/2021 12:00:00 AM
[5] sabiasque
[2] digesaludfanbcuidatusalud
[1] paludismo
[1] venezuelapotencia
[1] yosiquieromihospital
[1] digesaludfanb
[1] laprevencioneslaclave
[1] prevencion

Top Hashtags in Tweet in G8:
[30] malaria
[29] pandemia
[29] cambioclimatico
[20] globalwarming
[20] dengue
[3] escucharecomendada
[3] impfstoffen
[3] sarscov2
[2] malariavaccine
[2] endmalaria

Top Hashtags in Tweet in G9:
[62] malaria
[15] paludismo
[10] malariacero
[9] díamalariaaméricas
[9] oms
[3] covid19
[3] terminemosconlamalaria
[3] zeromalaria
[2] diamaláriaaméricas
[2] malária

Top Hashtags in Tweet in G10:
[1] malaria

Top Words
Top Words in Tweet in Entire Graph:
[2475] #malaria
[576] malaria
[274] #dengue
[270] र
[250] क
[235] against
[224] health
[191] more
[189] ग
[189] म

Top Words in Tweet in G1:
[453] #malaria
[142] alma_2030
[122] malaria
[80] climate
[62] malariamustdie
[52] against
[51] pmigov
[48] fight
[48] endmalaria
[47] today

Top Words in Tweet in G2:
[277] #malaria
[102] àª
[74] malaria
[53] ø
[52] র
[40] য
[37] क
[36] #dengue
[36] ù
[32] ल

Top Words in Tweet in G3:
[244] #malaria
[86] malaria
[33] vaccine
[30] #plasmodium
[30] research
[27] africa
[26] health
[26] johnshopkins
[24] bloodsparasites
[23] against

Top Words in Tweet in G4:
[113] #malaria
[108] wef
[106] official
[106] #vaccine
[106] against
[106] historical
[106] development
[104] #innovation
[100] mvollmer1
[99] #mrna

Top Words in Tweet in G5:
[121] #malaria
[71] fredros_inc
[52] plasmodium
[36] africa
[28] horn
[26] th
[26] increasingly
[26] complex
[26] situation
[26] falciparum

Top Words in Tweet in G6:
[110] #malaria
[93] symptoms
[70] similar
[51] #covid19
[46] experience
[45] malaria
[34] nicd_sa
[33] healthza
[31] those
[29] risk

Top Words in Tweet in G7:
[110] #malaria
[47] pueden
[38] agua
[33] hospimilptordaz
[31] síntomas
[30] picadura
[30] plasmodium
[26] nmamerida
[24] enfermedad
[23] mosquitos

Top Words in Tweet in G8:
[31] elenagomezdiaz
[30] #malaria
[29] estas
[29] personas
[29] tienen
[29] salvar
[29] #pandemia
[29] efectos
[29] #cambioclimatico
[29] curar

Top Words in Tweet in G9:
[62] #malaria
[41] malaria
[38] opsoms
[36] día
[35] américas
[27] países
[25] ofrece
[25] oportunidad
[25] fomenten
[25] participación

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[181] against,#malaria
[160] #dengue,#malaria
[107] #vaccine,against
[106] official,#vaccine
[106] #malaria,historical
[106] historical,development
[106] development,wef
[104] wef,#innovation
[99] #innovation,#mrna
[96] mvollmer1,official

Top Word Pairs in Tweet in G1:
[41] climate,change
[40] against,#malaria
[37] fight,against
[29] alma_2030's,approach
[29] approach,includes
[29] includes,ensuring
[29] ensuring,meaningful
[29] meaningful,#youthengagement
[29] #youthengagement,fight
[29] #malaria,access

Top Word Pairs in Tweet in G2:
[75] àª,àª
[27] take,#malaria
[27] #malaria,pill
[24] ø,ø
[21] #dengue,#malaria
[17] ø,ù
[16] ù,ø
[14] ল,র
[14] forget,take
[13] ù,ù

Top Word Pairs in Tweet in G3:
[24] #malaria,vaccine
[18] vaccine,endorsed
[17] endorsed,month
[17] month,product
[17] product,30
[17] 30,years
[17] years,research
[17] research,development
[16] johnshopkins,#malaria
[14] malaria,minute

Top Word Pairs in Tweet in G4:
[106] official,#vaccine
[106] #vaccine,against
[106] against,#malaria
[106] #malaria,historical
[106] historical,development
[106] development,wef
[104] wef,#innovation
[99] #innovation,#mrna
[96] mvollmer1,official
[8] #mrna,#vaccinecentury

Top Word Pairs in Tweet in G5:
[28] horn,africa
[26] increasingly,complex
[26] complex,situation
[26] situation,#malaria
[26] #malaria,horn
[26] africa,plasmodium
[26] plasmodium,falciparum
[26] falciparum,plasmodium
[26] plasmodium,vivax
[25] fredros_inc,increasingly

Top Word Pairs in Tweet in G6:
[37] #covid19,#malaria
[31] symptoms,#covid19
[31] #malaria,similar
[31] similar,experience
[31] experience,symptoms
[31] symptoms,similar
[31] similar,those
[21] those,stated
[19] healthza,symptoms
[15] visit,health

Top Word Pairs in Tweet in G7:
[33] hospimilptordaz,#malaria
[24] #malaria,enfermedad
[19] mantener,envases
[19] envases,agua
[19] agua,bien
[19] bien,tapados
[19] tapados,eliminar
[19] eliminar,criaderos
[19] criaderos,zancudos
[19] zancudos,agua

Top Word Pairs in Tweet in G8:
[29] estas,personas
[29] personas,tienen
[29] tienen,salvar
[29] #pandemia,efectos
[29] efectos,#cambioclimatico
[29] #cambioclimatico,curar
[28] elenagomezdiaz,estas
[24] salvar,próxima
[24] próxima,#pandemia
[20] level,#globalwarming

Top Word Pairs in Tweet in G9:
[31] malaria,américas
[29] día,malaria
[25] américas,ofrece
[25] ofrece,oportunidad
[25] oportunidad,países
[25] países,fomenten
[25] fomenten,participación
[24] opsoms,día
[12] agenda,política
[11] contra,#malaria

Top Replied-To
Top Replied-To in Entire Graph:
@scaramucci
@drtedros
@joshuapcohen1
@phlegmfighter
@krieger66362259
@nighealthwatch
@poolshamrock
@cdcglobal
@sque43
@nandita_venky

Top Replied-To in G1:
@usaid
@alma_2030
@usaidmadagascar
@mykorsah
@martinmedlund
@aggarwaldrvk
@sanru_asbl
@usaidgh

Top Replied-To in G3:
@drtedros
@vonderleyen
@dailymail
@lucicaditiu
@tutsy22

Top Replied-To in G6:
@nighealthwatch
@sque43

Top Replied-To in G7:
@nmamerida

Top Replied-To in G10:
@nkippur

Top Mentioned
Top Mentioned in Entire Graph:
@alma_2030
@wef
@mvollmer1
@fredros_inc
@abu_speak
@who
@malariamustdie
@pmigov
@endmalaria
@laurie_garrett

Top Mentioned in G1:
@alma_2030
@malariamustdie
@pmigov
@endmalaria
@dnmpkenya
@theglobalfight
@globalfund
@usaid
@pahowho
@isntd_press

Top Mentioned in G2:
@yarichtech
@medmastery
@itsegiyebangla
@mzpag
@the_bigq
@pioneeralliance
@shankar46463648
@stockmasterjay
@newstracklive

Top Mentioned in G3:
@who
@johnshopkins
@bloodsparasites
@trendsparasitol
@jhmrimalaria
@bbbrieger
@doctorbaz
@cellhostmicrobe
@emmafernn
@newsmedical

Top Mentioned in G4:
@wef
@mvollmer1
@frronconi
@darshan_h_sheth
@nicochan33
@curieuxexplorer
@spell_ml
@victoryabro
@akwyz
@tomraftery

Top Mentioned in G5:
@fredros_inc
@palonsomalaria
@thoreyjonsdott1
@unam_biomedlab
@jhepatology
@betweljohn
@pamcafrica
@pmigov
@sheikhasalum

Top Mentioned in G6:
@healthza
@nicd_sa
@gautenghealth
@uptuks
@tc_africa
@southafricanasp
@who
@upendmalaria
@thelancetinfdis
@nighealthwatch

Top Mentioned in G7:
@hospimilptordaz
@ambumilvalencia
@ambumilmaturin
@hospimilguiria
@nmamerida
@hospimilzulia
@hospimiltachira
@digesaludfanb
@junior180570
@prensafanb

Top Mentioned in G8:
@elenagomezdiaz
@lshtm
@thelancetph
@lshtm_malaria
@guardianscience
@martraduce
@helmholtz_hzi
@lshtm_planet
@drtedros
@malariamustdie

Top Mentioned in G9:
@opsoms
@hospitaljuarezm
@m_ferraguti
@opsomsbolivia
@opsoms_honduras
@cocoopsi
@martharat
@bireme
@opasomsbrasil
@rubueno10

Top Mentioned in G10:
@nurzoabe
@gainofdystopia
@bertilak3
@anzarmlateef
@artstop
@merihkemal
@fadilnazih
@sadcjp
@spinozasrose
@wurzel260654

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@rjber15
@venezolanonews
@pavan_sethi
@evankirstel
@john1966olsen
@httweets
@viralvideovlogs
@repubblica
@alcinodoliveira

Top Tweeters in G1:
@tzdiscovery
@1atsuhimerose2
@time
@allanmzalendo
@timg33
@andybrwn
@iwanttolearn
@libbiedog
@bennimboya
@pierre018

Top Tweeters in G2:
@venezolanonews
@panamaamerica
@parliamodinews
@1stindianews
@faz_net
@latribunahn
@ohmynews_korea
@miragenewscom
@officialinewstv
@filumestre

Top Tweeters in G3:
@httweets
@justiceoutcry
@trigorosa
@kellyclelland1
@mailonline
@vmrwanda
@forgerat
@bittereslachen
@syawal
@dailymail

Top Tweeters in G4:
@evankirstel
@benishii_
@bot_innovation
@nicochan33
@michaelpurvis64
@nomoreslaves
@xzpwedvhhh37i3c
@akwyz
@shi4tech
@openmarketingtv

Top Tweeters in G5:
@el_pais
@b0tsci
@conversationuk
@saheedakinloye_
@exifam
@morisatwine
@womensciaust
@drabioye
@kristindownie
@backflip25

Top Tweeters in G6:
@mbusonkabz
@betaxr
@lootgous
@denisgorman
@aloysius2012
@anneleonardpta
@pandemic_times
@mjudana
@pmatsekane
@carl_ce50

Top Tweeters in G7:
@jorgeca68
@mariola1995
@saludysaberes
@dirpersonalamb
@prensafanb
@ambumilteques
@hospimilptofijo
@digesaludfanb
@elchino24js
@joseluis0715

Top Tweeters in G8:
@monitor_ph
@mire_palenzuela
@subtleblade
@hanssars
@rabanosqui
@etym_dub
@helenclarknz
@yolanda_diaz_
@guardianscience
@maitrirodrigo

Top Tweeters in G9:
@lalojimjuarez
@calsojorn10
@urbanosoax
@dianamontanari
@miguelmcminn
@rauldiazdiez
@praiatz
@fali_mz
@marchaalahaya
@jeovanycastros

Top Tweeters in G10:
@wurzel260654
@a_zionist
@whywouldyou_uk
@spinozasrose
@artstop
@lehired
@nkippur
@sadcjp
@hebmacman
@ilovebush43


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