#malaria, Twitter, 9/13/2021 4:31:08 AM, 261861


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#malaria_2021-09-12_20-43-02.xlsx
#malaria_2021-09-12_20-43-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2021
Short Description:
#malaria via NodeXL https://bit.ly/3hu34D5
@globalfund
@globalhealthbot
@lr_budaniya
@thegoodsight
@mohfw_india
@jhmrimalaria
@targetmalaria
@hanniepower
@isglobalorg
@who

Top hashtags:
#malaria
#dengue
#covid19
#hiv
#tb
#tuberculosis
#mumbai
#coronavirus
#plasmodium

Description:
Description
The graph represents a network of 2,733 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, 13 September 2021 at 03:48 UTC.

The requested start date was Monday, 13 September 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, 10-hour, 44-minute period from Monday, 30 August 2021 at 01:17 UTC to Sunday, 12 September 2021 at 12:01 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 : 2733
Unique Edges : 2112
Edges With Duplicates : 4476
Total Edges : 6588
Number of Edge Types : 5
Retweet : 1831
MentionsInRetweet : 2704
Tweet : 717
Mentions : 1256
Replies to : 80
Self-Loops : 754
Reciprocated Vertex Pair Ratio : 0.0310941625110003
Reciprocated Edge Ratio : 0.0603129445234708
Connected Components : 451
Single-Vertex Connected Components : 227
Maximum Vertices in a Connected Component : 1420
Maximum Edges in a Connected Component : 4173
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.843371
Graph Density : 0.000470765905994678
Modularity : 0.509424
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 2,733 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, 13 September 2021 at 03:48 UTC.

The requested start date was Monday, 13 September 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, 10-hour, 44-minute period from Monday, 30 August 2021 at 01:17 UTC to Sunday, 12 September 2021 at 12:01 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:
[19] http://bitly.ws/?redirect=gexP
[19] https://www.amazon.com/dp/B09B3DCNXK/ref=cm_sw_r_tw_dp_R3GWE60M0Y89ZKSCJ7GE
[15] https://www.msf.org/controlling-mosquitoes-prevent-malaria-venezuela
[14] https://allafrica.com/view/group/main/main/id/00079388.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Agroup%3Aabkwtb
[12] https://www.theglobalfund.org/en/news/2021-09-08-global-fund-results-report-reveals-covid-19-devastating-impact-on-hiv-tb-and-malaria-programs/
[12] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900491-6%2Ffulltext&rc=0
[11] https://twitter.com/GlobalFund/status/1435500585386643459
[11] https://www.ucanews.com/news/caritas-pakistan-launches-disease-awareness-drive/93974
[9] https://www.nytimes.com/2021/09/07/health/covid-tb-hiv-malaria.html
[9] https://furtherafrica.com/2021/08/30/biontech-eyes-rwanda-senegal-for-malaria-tuberculosis-vaccine-production/

Top URLs in Tweet in G1:
[10] https://twitter.com/GlobalFund/status/1435500585386643459
[8] https://www.theglobalfund.org/en/news/2021-09-08-global-fund-results-report-reveals-covid-19-devastating-impact-on-hiv-tb-and-malaria-programs/
[5] https://www.nytimes.com/2021/09/07/health/covid-tb-hiv-malaria.html
[4] https://www.indiatoday.in/information/story/what-is-the-life-cycle-of-malaria-everything-you-need-to-know-1847180-2021-08-30
[4] https://www.graduateinstitute.ch/GlobalFund
[3] https://linktr.ee/TheGoodSightPodcast
[3] https://www.nytimes.com/2021/09/07/health/covid-tb-hiv-malaria.html?smid=tw-share
[2] https://theconversation.com/how-we-used-smartphones-to-test-for-malaria-lessons-from-uganda-165413
[2] https://www.thejakartapost.com/paper/2021/08/12/improved-nutrition-key-to-winning-battle-against-malaria.html
[2] https://allafrica.com/stories/202108200110.html

Top URLs in Tweet in G2:
[9] https://furtherafrica.com/2021/08/30/biontech-eyes-rwanda-senegal-for-malaria-tuberculosis-vaccine-production/
[5] https://www.ucanews.com/news/caritas-pakistan-launches-disease-awareness-drive/93974
[4] https://twitter.com/CNBCJulianna/status/1430096864838291458
[4] https://lalitatimes.com/amazing-health-benefits-ajwain-carom-seeds-ayurveda/
[4] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[4] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[3] https://api.whatsapp.com/send?phone=&text=&source=&data=
[2] https://www.instagram.com/accounts/login/
[2] https://malariaworld.org/blog/how-pakistan-has-kept-its-fight-against-malaria-amid-covid-19-pandemic
[2] http://www.amazon.com/gp/product/B0058TTX8S?*Version*=1&*entries*=0

Top URLs in Tweet in G3:
[11] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900491-6%2Ffulltext&rc=0
[7] https://us02web.zoom.us/webinar/register/WN_q7xszS6ATDyWDyFPuu05Uw
[5] https://childrenshealthdefense.org/news/the-bill-gates-effect-whos-dtp-vaccine-kills-more-children-in-africa-than-the-diseases-it-targets/
[3] https://www.isglobal.org/en/healthisglobal/-/custom-blog-portlet/innovacion-tecnologica-un-actor-clave-contra-la-malaria/7393425/0
[2] http://www.mesamalaria.org/opportunities
[2] https://www.nejm.org/doi/full/10.1056/NEJMoa2026330?cookieSet=1
[2] https://rethinkingmalaria.org
[2] https://bohemiaconsortium.org/technological-innovation-a-key-element-in-the-fight-against-malaria/
[2] https://www.cgdev.org/blog/malaria-vaccine-WHO-three-key-considerations-wider-use
[2] https://lamalaria.com/noticias/que-paises-podrian-vencer-a-la-malaria-en-los-proximos-anos/

Top URLs in Tweet in G4:
[14] https://www.msf.org/controlling-mosquitoes-prevent-malaria-venezuela
[3] https://www.cell.com/reviews/collections/mosquito-2021
[3] https://www.cell.com/trends/parasitology/current
[3] https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3001386
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02469-8%3Futm_source%3Ddlvr.it%26utm_medium%3Dtwitter
[2] https://www.shorturl.at/ewP04
[2] https://www.nature.com/articles/d41586-021-02469-8
[2] https://rupress.org/jem/article/218/10/e20210724/212603/Imatinib-augments-standard-malaria-combination?searchresult=1
[2] https://www.iddo.org/about-us/jobs
[1] https://pubmed.ncbi.nlm.nih.gov/34470094/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20210903100750&v=2.14.5

Top URLs in Tweet in G5:
[2] https://www.gatesnotes.com/Mosquito-week
[2] https://indianexpress.com/article/cities/pune/helping-india-eliminating-vector-borne-diseases-primary-goal-gates-foundation-entomologist-7461060/
[2] https://www.gatesnotes.com/Health/How-to-fight-malaria-during-a-pandemic
[2] https://malariaworld.org/lastweek
[2] https://linktr.ee/TheGoodSightPodcast
[2] https://www.theglobalfund.org/en/news/2021-09-08-global-fund-results-report-reveals-covid-19-devastating-impact-on-hiv-tb-and-malaria-programs/
[1] https://malariaworld.org/blog/partnerships-what-malariaworld-can-do-you
[1] https://malariaworld.org/blog/volunteer-mesa-correspondent-report-2021-virtual-pamca-conference-exhibition
[1] https://www.linkedin.com/slink?code=gBqUbyUY
[1] https://malariaworld.org/blog/how-pakistan-has-kept-its-fight-against-malaria-amid-covid-19-pandemic

Top URLs in Tweet in G6:
[4] https://theconversation.com/genetically-changed-mosquitoes-could-transform-africas-long-fight-against-malaria-166514?utm_source=twitter&utm_medium=bylinetwitterbutton
[4] https://www.aplma.org/blogs/how-pakistan-has-kept-up-its-fight-against-malaria-amid-the-covid-19-pandemic
[3] https://elpais.com/planeta-futuro/2021-09-01/uganda-diagnostica-casos-la-malaria-usando-solo-un-telefono-movil.html
[2] http://breakthroughactionandresearch.org/wp-content/uploads/2021/07/BR_Nigeria_AdolHlth_ProgBrief.pdf
[2] https://elpais.com/planeta-futuro/2021-09-07/la-covid-19-asesta-un-golpe-historico-a-la-lucha-contra-vih-tb-y-malaria-en-2020.html?ssm=TW_CC
[2] http://www.nih.gov/news-events/news-releases/monoclonal-antibody-prevents-malaria-small-nih-trial?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.youtube.com/watch?v=tTO72Ul4Vuk&feature=youtu.be

[1] https://theconversation.com/genetically-changed-mosquitoes-could-transform-africas-long-fight-against-malaria-166514?utm_medium=amptwitter&utm_source=twitter
[1] https://theconversation.com/malaria-still-kills-1-100-a-day-it-cant-afford-to-lose-resources-to-coronavirus-136976
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Farticle%2FPIIS2214-109X%2821%2900216-3%2Ffulltext&rc=0

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=05pNixOvdtE&feature=youtu.be

[1] https://twitter.com/DrAmarendrakJha/status/1435998089664360449
[1] https://twitter.com/sudhakardas/status/1436005305553354752
[1] https://twitter.com/DrAmarendrakJha/status/1436344633701769216

Top URLs in Tweet in G8:
[2] https://www.lshtm.ac.uk/newsevents/news/2021/severe-malaria-among-young-african-children-dramatically-reduced-through
[2] https://twitter.com/CSU_MIP/status/1435264258078437385?s=20
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900491-6%2Ffulltext&rc=0
[1] https://www.youtube.com/watch?v=Ds5HRYjEjsQ&feature=youtu.be

[1] https://www.lshtm.ac.uk/newsevents/news/2021/severe-malaria-among-young-african-children-dramatically-reduced-through?utm_source=social&utm_medium=twitter&utm_campaign=Severe+malaria+among+young+African+children+dramatically+reduced+through+seasonal+vaccination+and+preventative+drug+combination
[1] https://www.lshtm.ac.uk/newsevents/news/2021/malaria-and-dengue-predicted-affect-billions-more-people-if-global-warming#utm_source=Social
[1] media&utm_medium=Twitter&utm_campaign=Malaria
[1] and
[1] dengue
[1] predicted

Top URLs in Tweet in G9:
[3] https://en.gaonconnection.com/malaria-dengue-uttar-pradesh-mosquitoes-mystery-fever-firozabad-sitapur-children-health-rural-areas-sonbhadra-unnao-barabanki/
[1] https://www.gaonconnection.com/gaon-connection-tvVideos/dengue-malaria-uttar-pradesh-covid-19-vaccination-asha-worker-mystery-fever-tuberculosis-survey-rural-49821
[1] https://www.youtube.com/watch?v=yIyzPKAynbI

[1] https://en.gaonconnection.com/dengue-malaria-uttar-pradesh-mystery-fever-rural-healthcare-health-asha-workers-covid19-vaccination/
[1] https://up.punjabkesari.in/uttar-pradesh/news/up-after-corona-now-the-war-against-dengue-malaria-continues-1453851
[1] https://www.youtube.com/watch?v=4XeoO1RErEw&feature=youtu.be

[1] https://www.youtube.com/watch?v=ZE9wJ1v8wUg&feature=youtu.be

[1] https://twitter.com/SATB1231/status/1435502549147131910
[1] https://www.youtube.com/watch?v=ZsXeKIOfwts&feature=youtu.be

[1] https://twitter.com/indiatoday/status/1433736482297024518

Top URLs in Tweet in G10:
[3] https://www.vubblepop.com/share?v=142540&h=Let's%20Talk%20Science&r=https://letstalkscience.ca/educational-resources/video-channels/stem-channel-all-videos
[2] https://reliefweb.int/report/world/global-fund-results-report-2021
[2] https://www.swissmalariagroup.ch/en/about-us/ambassadors-swiss-malaria-group/christa-rigozzi/switzerland-can-do-more-than-cheese.html
[1] https://www.swissmalariagroup.ch/de/ueber-uns/schweizer-kompetenz/christa-rigozzi/die-schweiz-kann-mehr-als-kaese.html
[1] https://spark.adobe.com/page/m4giWC8RuYItZ/
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/covid-19-disruption-causing-many-deaths-tb-aids-poorest-countries-fund-says-2021-09-07/
[1] https://www.eurekalert.org/pub_releases/2021-04/tl-tli041421.php
[1] http://www.punchlineafricatv.com/2021/09/08/the-pandemic-has-set-back-the-fight-against-h-i-v-tb-and-malaria/
[1] https://www.thehindu.com/news/international/covid-19-has-devastating-impact-on-fight-against-hiv-tb-malaria-global-fund/article36352049.ece
[1] https://www.thehindu.com/sci-tech/science/antimalarial-vaccinedrug-combo-proves-most-efficacious-in-africa-trial/article36294238.ece

Top Domains
Top Domains in Tweet in Entire Graph:
[111] twitter.com
[32] youtube.com
[27] bitly.ws
[23] amazon.com
[22] theglobalfund.org
[18] nature.com
[17] elsevierhealth.com
[17] nytimes.com
[17] allafrica.com
[15] biomedcentral.com

Top Domains in Tweet in G1:
[35] twitter.com
[16] theglobalfund.org
[11] nytimes.com
[5] theconversation.com
[4] indiatoday.in
[4] youtube.com
[4] graduateinstitute.ch
[3] allafrica.com
[3] biomedcentral.com
[3] linktr.ee

Top Domains in Tweet in G2:
[24] twitter.com
[9] furtherafrica.com
[6] blogspot.com
[5] youtube.com
[5] ucanews.com
[4] okt.to
[4] lalitatimes.com
[4] amazon.de
[3] newstracklive.com
[3] co.in

Top Domains in Tweet in G3:
[11] mesamalaria.org
[11] elsevierhealth.com
[7] zoom.us
[6] isglobal.org
[5] childrenshealthdefense.org
[4] lamalaria.com
[3] rethinkingmalaria.org
[3] bohemiaconsortium.org
[2] linkedin.com
[2] nejm.org

Top Domains in Tweet in G4:
[14] msf.org
[10] nih.gov
[6] cell.com
[6] sciencedirect.com
[4] nature.com
[4] plos.org
[3] jvbd.org
[3] biomedcentral.com
[3] elsevierhealth.com
[3] rupress.org

Top Domains in Tweet in G5:
[8] malariaworld.org
[4] gatesnotes.com
[3] indianexpress.com
[3] twitter.com
[2] nature.com
[2] linktr.ee
[2] theglobalfund.org
[1] linkedin.com
[1] sciencedirect.com
[1] biomedcentral.com

Top Domains in Tweet in G6:
[8] elpais.com
[7] theconversation.com
[5] twitter.com
[4] aplma.org
[3] nih.gov
[2] youtube.com
[2] biomedcentral.com
[2] breakthroughactionandresearch.org
[1] elsevierhealth.com
[1] nature.com

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

Top Domains in Tweet in G8:
[4] ac.uk
[3] twitter.com
[1] elsevierhealth.com
[1] youtube.com
[1] eoweek2021.uk
[1] itineracarolusv.eu
[1] gsk.com

Top Domains in Tweet in G9:
[5] gaonconnection.com
[4] youtube.com
[2] twitter.com
[1] punjabkesari.in

Top Domains in Tweet in G10:
[3] vubblepop.com
[3] swissmalariagroup.ch
[2] reliefweb.int
[2] thehindu.com
[1] adobe.com
[1] reuters.com
[1] eurekalert.org
[1] punchlineafricatv.com
[1] thedailystar.net
[1] com.my

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2372] malaria
[408] dengue
[311] covid19
[261] hiv
[233] tb
[101] tuberculosis
[94] mumbai
[90] coronavirus
[74] plasmodium
[74] endmalaria



Top Hashtags in Tweet in G1:
[443] malaria
[179] tb
[158] hiv
[129] covid19
[39] aids
[26] endmalaria
[14] tuberculosis
[12] pandemic
[11] commonwealth
[11] drawtheline

Top Hashtags in Tweet in G2:
[284] malaria
[68] dengue
[36] covid19
[24] health
[22] tuberculosis
[21] covid
[17] vaccine
[17] coronavirus
[17] chikungunya
[17] mosquito

Top Hashtags in Tweet in G3:
[156] malaria
[18] mesawebinars
[17] covid19
[15] endmalaria
[9] mesatrack
[9] rethinkingmalaria
[9] vaccine
[8] bohemiaproject
[8] who
[7] covid

Top Hashtags in Tweet in G4:
[127] malaria
[24] venezuela
[15] plasmodium
[12] cholera
[12] pfalciparum
[9] hiv
[8] tb
[5] mosquito
[4] anopheles
[4] covid19

Top Hashtags in Tweet in G5:
[88] malaria
[14] plasmodium
[11] vector
[8] mosquito
[8] itn
[8] mosquitoes
[6] covid19
[5] burkinafaso
[5] venezuela
[4] mosquitoweek

Top Hashtags in Tweet in G6:
[86] malaria
[15] mosquito
[7] endmalaria
[6] enportada
[6] transgénero
[5] genedrive
[5] chad
[5] nmcp
[4] cambodia
[4] nigeria

Top Hashtags in Tweet in G7:
[4] fever
[4] dengue
[4] malaria
[1] gastroenteritis

Top Hashtags in Tweet in G8:
[80] malaria
[15] dengue
[12] covid19
[9] globalhealth
[7] iencuentrocientã­fico
[7] participantes
[7] 3septiembre
[7] carlosv
[6] taldíacomohoy
[5] diamundialdelmosquito

Top Hashtags in Tweet in G9:
[34] malaria
[23] dengue
[10] firozabad
[6] dangu
[5] uttarpradesh
[5] covid19
[3] viralfever
[3] denguefever
[3] mosquitoes
[2] mathura

Top Hashtags in Tweet in G10:
[60] malaria
[13] hiv
[13] covid19
[7] tb
[6] globalhealth
[6] tuberculosis
[5] chandigarh
[5] dengue
[4] airpollution
[4] publichealth

Top Words
Top Words in Tweet in Entire Graph:
[2367] #malaria
[437] malaria
[402] #dengue
[394] क
[308] #covid19
[295] against
[273] र
[263] fight
[261] #hiv
[233] #tb

Top Words in Tweet in G1:
[443] #malaria
[186] globalfund
[179] #tb
[160] against
[158] #hiv
[152] fight
[126] #covid19
[75] impact
[70] malaria
[66] report

Top Words in Tweet in G2:
[284] #malaria
[138] àª
[70] malaria
[68] #dengue
[58] क
[47] र
[39] म
[36] #covid19
[30] take
[27] ल

Top Words in Tweet in G3:
[156] #malaria
[26] insecticide
[25] mesamalaria
[25] malaria
[21] drug
[21] resistance
[19] research
[18] #mesawebinars
[17] work
[17] isglobalorg

Top Words in Tweet in G4:
[127] #malaria
[41] mosquitoes
[31] msf
[27] study
[27] step
[25] lactate
[25] trap
[25] sucre
[24] malaria
[24] #venezuela

Top Words in Tweet in G5:
[88] #malaria
[19] drheatherferg
[19] insecticide
[17] control
[16] longtudinal
[16] shifts
[16] looking
[15] malaria
[15] paper
[14] work

Top Words in Tweet in G6:
[86] #malaria
[32] control
[31] fredros_inc
[21] nets
[20] pmigov
[15] fight
[15] really
[15] very
[15] little
[15] justification

Top Words in Tweet in G7:
[117] क
[117] ह
[79] ख
[41] dramarendrakjha
[40] र
[40] य
[39] आजकल
[39] ज
[39] ल
[39] ग

Top Words in Tweet in G8:
[79] #malaria
[37] paludismolosar
[21] vaccine
[20] children
[19] dramatically
[16] young
[15] #dengue
[15] mosquito
[15] borne
[15] severe

Top Words in Tweet in G9:
[81] क
[71] र
[57] ग
[52] स
[48] य
[34] #malaria
[31] ड
[29] ह
[24] दग
[23] #dengue

Top Words in Tweet in G10:
[60] #malaria
[26] first
[25] along
[24] the_hindu
[24] vaccine
[24] more
[21] science
[21] named
[21] rts
[21] used

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[237] #dengue,#malaria
[193] fight,against
[187] àª,àª
[185] #tb,#malaria
[170] #hiv,#tb
[111] against,#hiv
[97] covid,19
[81] र,य
[74] य,क
[74] ग,क

Top Word Pairs in Tweet in G1:
[150] #tb,#malaria
[134] #hiv,#tb
[121] fight,against
[85] against,#hiv
[36] covid,19
[36] impact,#covid19
[36] first,time
[32] #aids,#tb
[31] #covid19,pandemic
[31] history,globalfund

Top Word Pairs in Tweet in G2:
[121] àª,àª
[35] #dengue,#malaria
[26] take,#malaria
[26] #malaria,pill
[14] forget,take
[13] #tb,#malaria
[13] #malaria,#dengue
[12] ड,ग
[12] र,य
[12] remember,take

Top Word Pairs in Tweet in G3:
[13] resistance,#malaria
[13] #mesawebinars,mesamalaria
[12] work,drug
[12] drug,insecticide
[12] insecticide,resistance
[12] #malaria,session
[12] session,#mesawebinars
[11] important,lessons
[11] lessons,china
[11] china,success

Top Word Pairs in Tweet in G4:
[24] study,mosquitoes
[18] mosquitoes,step
[18] design,#malaria
[18] teams,sucre
[18] sucre,state
[18] state,#venezuela
[17] #malaria,control
[15] september,issue
[15] #venezuela,trap
[15] trap,study

Top Word Pairs in Tweet in G5:
[16] longtudinal,shifts
[16] shifts,insecticide
[14] work,#malaria
[13] interested,work
[13] #malaria,parasite
[13] parasite,#plasmodium
[13] #plasmodium,falciparum
[13] falciparum,insitutpasteur
[13] insitutpasteur,looking
[13] looking,postdoc

Top Word Pairs in Tweet in G6:
[23] #malaria,control
[15] really,very
[15] very,little
[15] little,justification
[15] justification,left
[15] left,continue
[15] continue,adding
[15] adding,pyrethroids
[15] pyrethroids,onto
[15] onto,#mosquito

Top Word Pairs in Tweet in G7:
[39] आजकल,ज
[39] ज,ल
[39] ल,ग
[39] ग,क
[39] क,ब
[39] ब,ख
[39] ख,र
[39] र,ह
[39] ह,रह
[39] रह,ह

Top Word Pairs in Tweet in G8:
[18] #malaria,vaccine
[15] mosquito,borne
[15] severe,#malaria
[14] science,shows
[14] shows,severe
[14] #malaria,death
[14] death,young
[14] young,children
[14] children,dramatically
[14] dramatically,reduced

Top Word Pairs in Tweet in G9:
[26] र,य
[16] ड,र
[14] द,श
[14] ड,ग
[13] र,ग
[13] य,और
[13] य,ग
[13] मल,र
[12] व,द
[12] श,कल

Top Word Pairs in Tweet in G10:
[21] science,first
[21] first,#malaria
[21] #malaria,vaccine
[21] vaccine,named
[21] named,rts
[21] rts,used
[21] used,along
[21] along,drugs
[21] drugs,efficacy
[21] efficacy,went

Top Replied-To
Top Replied-To in Entire Graph:
@aeyousufguda
@sanru_asbl
@who
@riverdale_park_
@globalfund
@healthminmp
@cmmadhyapradesh
@who_europe
@expres2ionb
@sanjay97odisha

Top Replied-To in G1:
@sanru_asbl
@globalfund
@biontech_group
@mikkelsenbente_
@ghs
@nothingbutnets

Top Replied-To in G3:
@who
@who_europe
@eu_health

Top Replied-To in G9:
@cmmadhyapradesh
@healthminmp
@vishvassarang
@officeofssc
@mansukhmandviya

Top Replied-To in G10:
@swissmalaria

Top Mentioned
Top Mentioned in Entire Graph:
@globalfund
@aajtak
@edoilustrado
@who
@fredros_inc
@endmalaria
@dramarendrakjha
@kalyanjha9
@pankajprasoon
@iamnarendranath

Top Mentioned in G1:
@globalfund
@endmalaria
@ghc_iheid
@friendseurope
@malariamustdie
@malarianomoreuk
@waiterobyn
@nytimes
@gfadvocates
@zeromalaria

Top Mentioned in G2:
@newstracklive
@healthlawadamh
@viralvdoz
@medmastery
@researchbrg
@munagropecuario
@addfieldltd

Top Mentioned in G3:
@who
@mesamalaria
@isglobalorg
@palonsomalaria
@manhica_cism
@javierhguzmanc
@annavassall
@lamalariablog
@globalfund
@glassmanamanda

Top Mentioned in G4:
@msf
@bloodsparasites
@rstmh
@lancetmicrobe
@trendsparasitol
@aparnasenchaud1
@plosbiology
@msf_venezuela
@nature
@meraindiaicmr

Top Mentioned in G5:
@drheatherferg
@infravec2
@cnrfp
@saantoinebf
@ivythilingam
@philipwelkhoff
@gatesfoundation
@globalvectorhub
@vectorsglasgow

Top Mentioned in G6:
@fredros_inc
@pmigov
@tc_africa
@nih
@apmen
@workwithusaid
@el_pais
@planeta_futuro
@citron_daniel
@rajpanjabi

Top Mentioned in G7:
@dramarendrakjha
@kalyanjha9
@pankajprasoon
@iamnarendranath
@vinodmishra
@narendranathnbt
@bhupendernbt
@dkumarchandel
@rajkamaljha
@rajkumarjha

Top Mentioned in G8:
@paludismolosar
@whoafro
@lshtm
@whowpro
@carolusvemperor
@gsk
@andreaugartev1
@ghtcoalition
@palonsomalaria
@sosorinoco

Top Mentioned in G9:
@mohfw_india
@vidishadm
@cmovidisha
@mpurbandeptt
@cmmadhyapradesh
@healthminmp
@cmofficemp
@pmoindia
@gaonconnectione
@upgovt

Top Mentioned in G10:
@the_hindu
@mcchandigarh
@globalmed4all
@lr_budaniya
@punchline_afric
@seeker
@letstalkscience
@swissmalaria
@christarigozzi
@htlifeandstyle

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@chidambara09
@robre62
@femtech_
@xaelbot
@zolangegonzalez
@billm9
@_redfrog
@httweets
@indiatoday

Top Tweeters in G1:
@billm9
@viralvideovlogs
@nytimes
@889noticias
@saludhealthinfo
@vaculb
@choikepurun
@partageleen
@positivelad
@smithsonianmag

Top Tweeters in G2:
@zazoomblog
@owen_author
@latribunahn
@zeenewsenglish
@yespunjab
@loksattalive
@animalarkgeopol
@vtvgujarati
@fluglehrer
@munagropecuario

Top Tweeters in G3:
@trigorosa
@southerngemgal
@lluis1966
@manolo67554861
@julianhh2001
@nativespecies
@worldvisionusa
@un
@glassmanamanda
@who

Top Tweeters in G4:
@youranonriots
@mmemarathon
@ironorehopper
@madeleinemaddis
@drsampyroy
@nporadio1
@ivriniel
@mpbarrouillet
@kamarulbahrin
@behavecolpapers

Top Tweeters in G5:
@_redfrog
@indianexpress
@buyazed288
@basant50457197
@profjameslogan
@helengavaghan
@305mosquito
@macroliter
@juancgabaldon
@lifestyle_ie

Top Tweeters in G6:
@gekilda
@el_pais
@editaola
@disfrutalacienc
@xemagil
@ed
@planeta_futuro
@sarahlawan
@uyoma_naya
@usaidgh

Top Tweeters in G7:
@aniltiwari7273
@rohini_sgh
@iamnarendranath
@shivendra_111
@shyamlalranga1
@jha_yatendra
@gaurav_ddk
@speaks_pk
@peeke_9589
@thakur_shivangi

Top Tweeters in G8:
@zolangegonzalez
@dwatchnews
@syawal
@atsen_
@jodiomon
@beckykatiana
@diputacioncc
@ligero999
@turismo_dipcc
@lawrencethelaw

Top Tweeters in G9:
@uppolice
@aamaadmiparty
@gaonconnection
@news1indiatweet
@upgovt
@mohfw_india
@upkesari
@chouhanshivraj
@jantantratv
@jamwalnidhi

Top Tweeters in G10:
@httweets
@coronaupdatebot
@joshirakesh2004
@corona_ssyt
@the_hindu
@nst_online
@scientistboo
@dailystarnews
@emekus2000
@mathurakrishnaa