#malaria, Twitter, 4/4/2022 3:58:21 AM, 274239


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#malaria_2022-04-03_20-43-02.xlsx
#malaria_2022-04-03_20-43-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 04, 2022
Short Description:
#malaria via NodeXL https://bit.ly/3NGuPHf
@idcobot
@globalfund
@fredros_inc
@who
@malarianomore
@lshtm
@mesamalaria
@thelancet
@alma_2030
@naturecomms

Top hashtags:
#malaria
#tb
#hiv
#covid19
#plasmodium
#dengue
#ai
#tuberculosis
#aids
#infrared

Description:
Description
The graph represents a network of 2,016 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, 04 April 2022 at 03:46 UTC.

The requested start date was Monday, 04 April 2022 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, 9-hour, 47-minute period from Monday, 21 March 2022 at 00:57 UTC to Sunday, 03 April 2022 at 10:45 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 : 2016
Unique Edges : 2043
Edges With Duplicates : 4433
Total Edges : 6476
Number of Edge Types : 5
Retweet : 1889
MentionsInRetweet : 3203
Mentions : 942
Replies to : 24
Tweet : 418
Self-Loops : 454
Reciprocated Vertex Pair Ratio : 0.0350627137970353
Reciprocated Edge Ratio : 0.067749931148444
Connected Components : 191
Single-Vertex Connected Components : 87
Maximum Vertices in a Connected Component : 1508
Maximum Edges in a Connected Component : 5635
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.214454
Graph Density : 0.000893841821261176
Modularity : 0.46547
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,016 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, 04 April 2022 at 03:46 UTC.

The requested start date was Monday, 04 April 2022 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, 9-hour, 47-minute period from Monday, 21 March 2022 at 00:57 UTC to Sunday, 03 April 2022 at 10:45 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:
[41] https://www.nature.com/articles/s41467-022-28980-8
[22] https://www.bbc.co.uk/news/uk-scotland-60793977
[13] https://www.sciencedirect.com/science/article/pii/S2667114X22000127
[10] https://www.youtube.com/watch?v=9fA0pBd-94U&feature=youtu.be

[10] https://medicalxpress.com/news/2022-03-simple-aging-mosquitos-malaria.html
[9] https://www.cell.com/trends/parasitology/current
[8] https://wacren.zoom.us/meeting/register/u5Aod-6hrToiE9K4OWzAD4c2K6Ib3tdHLSO-
[8] https://www.youtube.com/watch?v=Wo7tW-X3gp4&feature=youtu.be

[7] https://twitter.com/theglobalfight/status/1508501726386601994
[6] https://www.evidentlycochrane.net/avoiding-malaria/

Top URLs in Tweet in G1:
[6] https://aplma-org.zoom.us/webinar/register/WN_zW8qLMq1Rvq1q_Jz3PXGCw
[5] https://twitter.com/PAlonsoMalaria/status/1509551438342590465
[5] https://twitter.com/APMEN/status/1507179958376210433
[4] https://www.wwarn.org/news/news-articles/largest-ever-ipd-meta-analysis-malaria-patients-inform-haemoglobin-changes
[3] https://www.fundacionareces.tv/directo
[3] https://www.wwarn.org/news/news-articles/artemisinin-combination-therapy-trials-need-longer-follow-detect-late-treatment
[3] http://www.mesamalaria.org/updates/volunteer-mesa-correspondent-report-keystone-symposia-conference-2022-malaria
[3] https://www.keystonesymposia.org/conferences/conference-listing/meeting?eventid=6858&utm_campaign=f2f-event-Awareness&utm_term=malaria-vaccine-research&utm_content=&utm_stage=Awareness&utm_code=22D2&utm_medium=social&utm_source=twitter&hss_channel=tw-30064358
[3] https://www.reuters.com/business/healthcare-pharmaceuticals/new-bed-nets-that-ground-mosquitoes-could-boost-malaria-fight-2022-03-24/
[3] https://bohemiaconsortium.org/bohemia-ivermectin-mda-mozambique-malaria/

Top URLs in Tweet in G2:
[5] https://twitter.com/theglobalfight/status/1508501726386601994
[4] https://gfanasiapacific.org/2022/03/joint-statement-world-tb-day-2022/
[2] https://tdr.who.int/docs/librariesprovider10/vbds/who_msa_symposium-malaria-flyer.pdf?sfvrsn=3637672e_7
[1] https://inews.co.uk/news/malaria-breakthrough-scientists-deadly-mosquitos-1530578
[1] https://theconversation.com/some-malaria-parasites-are-evading-detection-tests-causing-an-urgent-threat-to-public-health-177258
[1] https://www.telegraph.co.uk/global-health/science-and-disease/new-mosquito-grounding-insecticide-could-revive-stalling-fight/
[1] https://www.theglobalfight.org/new-infographic-what-does-2-billion-buy/
[1] https://www.theglobalfight.org/communications-intern/
[1] https://www.lshtm.ac.uk/newsevents/news/2022/no-flight-no-bite-mosquito-grounding-bed-net-nearly-halves-malaria-infection
[1] https://www.economist.com/graphic-detail/2022/03/19/squashing-malaria-could-save-as-many-lives-as-covid-19-has-taken

Top URLs in Tweet in G3:
[40] https://www.nature.com/articles/s41467-022-28980-8
[7] https://www.bbc.co.uk/news/uk-scotland-60793977
[7] https://medicalxpress.com/news/2022-03-simple-aging-mosquitos-malaria.html
[3] https://www.gla.ac.uk/news/headline_841896_en.html
[2] https://www.amazon.in/Goodknight-Power-Activ-Refill-Pack/dp/B07N7NK48S?pd_rd_w=ZLk2Y&pf_rd_p=56cde3ad-3235-46d2-8a20-4773248e8b83&pf_rd_r=2KAP3SHKB0K9NDGC9M1W&pd_rd_r=99eb93e7-6675-450b-bc47-6a36ce668c36&pd_rd_wg=B6iip&pd_rd_i=B07N7NK48S&psc=1&linkCode=sl1&tag=leo0012-21&linkId=4aa80e4aa87ae21f62ff44b63b7897a9&language=en_IN&ref_=as_li_ss_tl
[2] https://www.amazon.in/HIT-Anti-Mosquito-Racquet-Rechargeable/dp/B07S5FBY3J?pd_rd_w=O2ilJ&pf_rd_p=56cde3ad-3235-46d2-8a20-4773248e8b83&pf_rd_r=P5YRFPWFC7A6RN57ET6H&pd_rd_r=19214a84-4395-4bb6-9561-887576e974b0&pd_rd_wg=ujuw5&pd_rd_i=B081RG3ZVH&psc=1&linkCode=sl1&tag=leo0012-21&linkId=6637aa37952c348d1d6e87bdb6a9ce77&language=en_IN&ref_=as_li_ss_tl
[2] https://twitter.com/i/spaces/1BRJjnVwEQWJw
[2] https://www.nature.com/articles/s41467-022-28419-0
[1] https://www.economist.com/graphic-detail/2022/03/19/squashing-malaria-could-save-as-many-lives-as-covid-19-has-taken
[1] https://protocolsmethods.springernature.com/posts/why-mosquito-age-matters

Top URLs in Tweet in G4:
[13] https://www.sciencedirect.com/science/article/pii/S2667114X22000127
[11] https://www.bbc.co.uk/news/uk-scotland-60793977
[8] https://www.cell.com/trends/parasitology/current
[5] https://www.nytimes.com/2022/03/14/health/malaria-children-tafenoquine.html
[5] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[4] https://www.amazon.in/HIT-Anti-Mosquito-Racquet-Rechargeable/dp/B07S5FBY3J?pd_rd_w=30YNr&pf_rd_p=a4543507-b579-4aa3-8a29-824b6607c4d8&pf_rd_r=NM3TAV6ZRAGRSKQNGDWB&pd_rd_r=6ff5f534-4081-43ec-9ff9-9bec103f8073&pd_rd_wg=sq1Gl&pd_rd_i=B07S5FBY3J&psc=1&linkCode=sl1&tag=ehook01-21&linkId=31f981d9ed83b66f1591ce2849569fa3&language=en_IN&ref_=as_li_ss_tl
[2] https://pubmed.ncbi.nlm.nih.gov/35338790/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220327221540&v=2.17.6
[2] https://pubmed.ncbi.nlm.nih.gov/35357277/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220401101711&v=2.17.6
[2] https://tropicalmed-1.sciforum.net
[2] https://www.sciencedaily.com/releases/2022/03/220321162717.htm

Top URLs in Tweet in G5:
[3] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[2] https://dellyranks.com/india-prepares-new-tb-treatment-guidelines/?feed_id=116393&_unique_id=623b47bd2fe4e
[2] https://portalamazonia.com/noticias/saude/a-intervencao-humana-na-floresta-favorece-e-impulsiona-a-malaria-na-amazonia
[2] https://www.sciencenews.org/article/malaria-vaccine-live-parasites-drugs-results-small-trial
[2] https://www.isaaa.org/kc/cropbiotechupdate/gdn/article/default.asp?ID=19367
[1] https://www.acercaciencia.com/2017/08/28/malaria-ajenjo-dulce-y-un-nobel/
[1] https://www.nature.com/articles/doi:10.1038/s41467-022-28980-8.epdf?sharing_token=HiroNspvPYsW973Xkw8YqNRgN0jAjWel9jnR3ZoTv0M5k4GaTRXst0g2AzhtXXdG2se4Iy81wJ6GbjXjcCXdXDcwUWMFQO_8bS-_zclH1OMGpjGpcKSHCjZL8Z0rxacXSNFe6zeYQOoLOY_3Ik1q1z1xBvZuyZ1wlWjVyOe1t6Y%3D
[1] https://www.bbc.co.uk/news/uk-scotland-60793977
[1] https://trib.al/9FFzyfJ
[1] https://www.the-scientist.com/news-opinion/study-sickle-cell-mutation-driven-by-pressure-not-random-chance-69813

Top URLs in Tweet in G6:
[5] https://www.who.int/publications/i/item/WHO-UCN-GMP-MME-2022.01
[2] https://impactmalaria.org/news-and-blog/posts/mothers-to-mothers-creating-a-support-system-to-prevent-malaria-during-pregnancy-in-benin
[2] https://twitter.com/WHOWPRO/status/1410214051150401537
[1] http://www.ghtcoalition.org/sightfund
[1] https://mcd.org/articles/2022/20220401-IN
[1] https://www.pmi.gov/where-we-work/sierra-leone/
[1] https://www.mcdinternational.org/employment
[1] https://www.frontiersin.org/articles/10.3389/fitd.2022.846955/full
[1] https://mcdinternational.org/stoppalu
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/new-bed-nets-that-ground-mosquitoes-could-boost-malaria-fight-2022-03-24/

Top URLs in Tweet in G7:
[7] https://wacren.zoom.us/meeting/register/u5Aod-6hrToiE9K4OWzAD4c2K6Ib3tdHLSO-
[2] https://www.lifesci.dundee.ac.uk/vacancies/2022/mar/31/machine-learningai-generative-modelling-specialist
[1] https://twitter.com/palonsomalaria/status/1509551438342590465
[1] https://twitter.com/Reinhard_kay/status/1506642641102024714
[1] https://indiamedtoday.com/indian-meteorological-department-govt-of-odisha-launch-malaria-planning-and-prediction-toolkit/
[1] https://www.youtube.com/watch?v=lNfB8ToEVpc

[1] https://www.thelancet.com/journals/lanchi/article/PIIS2352-4642(21)00328-X/fulltext
[1] https://www.who.int/news/item/31-03-2022-letter-to-malaria-partners-march-2022
[1] https://www.economist.com/graphic-detail/2022/03/19/squashing-malaria-could-save-as-many-lives-as-covid-19-has-taken
[1] https://www.malarianomore.org/news/malaria-no-more-statement-on-president-bidens-fiscal-year-2023-budget-request/

Top URLs in Tweet in G8:
[3] https://www.monitor.co.ug/uganda/oped/commentary/malaria-is-a-silent-health-emergency-that-requires-a-societal-response-3757696
[1] https://www.youtube.com/watch?v=xFICbQpllSs

[1] https://twitter.com/palonsomalaria/status/1509551438342590465

Top URLs in Tweet in G9:
[1] https://www.nejm.org/doi/10.1056/NEJMc1301936?url_ver=Z39.88-2003&rfr_id=ori%3Arid%3Acrossref.org&rfr_dat=cr_pub++0www.ncbi.nlm.nih.gov&cookieSet=1
[1] https://royalsocietypublishing.org/doi/10.1098/rsbl.2019.0713?cookieSet=1
[1] https://doi.org/10.1098/rsbl.2021.0271

Top Domains
Top Domains in Tweet in Entire Graph:
[98] twitter.com
[44] nature.com
[33] co.uk
[29] youtube.com
[25] ac.uk
[25] who.int
[21] sciencedirect.com
[17] mesamalaria.org
[17] zoom.us
[14] biomedcentral.com

Top Domains in Tweet in G1:
[32] twitter.com
[17] mesamalaria.org
[10] wwarn.org
[8] zoom.us
[8] who.int
[7] isglobal.org
[7] biomedcentral.com
[7] ac.uk
[6] co.uk
[6] keystonesymposia.org

Top Domains in Tweet in G2:
[14] twitter.com
[4] gfanasiapacific.org
[3] theglobalfight.org
[2] co.uk
[2] ghtcoalition.org
[2] biomedcentral.com
[2] oraclecloud.com
[2] friendseurope.org
[2] who.int
[2] elpais.com

Top Domains in Tweet in G3:
[42] nature.com
[8] co.uk
[7] medicalxpress.com
[6] ac.uk
[4] amazon.in
[4] twitter.com
[1] economist.com
[1] springernature.com
[1] elsevierhealth.com
[1] glasgowcityofscienceandinnovation.com

Top Domains in Tweet in G4:
[17] sciencedirect.com
[12] co.uk
[11] nih.gov
[8] nytimes.com
[8] cell.com
[8] twitter.com
[5] blogspot.com
[4] medicaldialogues.in
[4] amazon.in
[3] who.int

Top Domains in Tweet in G5:
[11] twitter.com
[3] amazon.de
[2] medicalxpress.com
[2] dellyranks.com
[2] sciencedirect.com
[2] portalamazonia.com
[2] sciencenews.org
[2] medmastery.com
[2] isaaa.org
[2] who.int

Top Domains in Tweet in G6:
[5] who.int
[2] impactmalaria.org
[2] mcdinternational.org
[2] twitter.com
[1] ghtcoalition.org
[1] mcd.org
[1] pmi.gov
[1] frontiersin.org
[1] reuters.com

Top Domains in Tweet in G7:
[8] zoom.us
[3] twitter.com
[2] who.int
[2] ac.uk
[1] indiamedtoday.com
[1] youtube.com
[1] thelancet.com
[1] economist.com
[1] malarianomore.org
[1] sbc32.com

Top Domains in Tweet in G8:
[3] co.ug
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G9:
[1] nejm.org
[1] royalsocietypublishing.org
[1] doi.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1923] malaria
[120] tb
[92] hiv
[75] covid19
[58] plasmodium
[53] dengue
[49] ai
[43] tuberculosis
[42] aids
[37] infrared



Top Hashtags in Tweet in G1:
[481] malaria
[25] tb
[21] bohemiaproject
[20] mesacorrespondents
[19] covid19
[15] rt
[13] dengue
[13] leishmaniasis
[12] drugdiscovery
[12] icpvr2022

Top Hashtags in Tweet in G2:
[133] malaria
[63] tb
[44] hiv
[16] aids
[14] fightforwhatcounts
[12] covid19
[11] biden
[9] tuberculosis
[8] dohaforum2022
[8] vih

Top Hashtags in Tweet in G3:
[201] malaria
[37] ai
[36] infrared
[12] genedrive
[8] ifakaramasterclass
[4] glasgow
[4] amazon
[4] womeninscience
[3] globalhealth
[3] mosquitoes

Top Hashtags in Tweet in G4:
[276] malaria
[21] plasmodium
[14] globalhealth
[14] africa
[12] hiv
[11] mosquitoes
[10] mosquito
[10] tb
[10] covid19
[8] tropicalmedicine

Top Hashtags in Tweet in G5:
[103] malaria
[7] dengue
[4] medicine
[4] tuberculosis
[4] mosquitoes
[4] südafrika
[4] kapstadt
[4] gardenroute
[4] safari
[3] africa

Top Hashtags in Tweet in G6:
[45] malaria
[10] covid19
[5] globalhealth
[4] innovation
[4] china
[3] mosquitoes
[3] health
[2] uganda
[2] sierraleone
[2] nigeria

Top Hashtags in Tweet in G7:
[87] malaria
[19] academictwitter
[17] webinar
[16] protein
[10] drugdiscovery
[7] tb
[6] machinelearning
[6] ai
[5] infection
[4] endmalaria

Top Hashtags in Tweet in G8:
[42] malaria
[21] zeromalariabusinessleadershipinitiative
[13] zeromalaria
[11] zeromalariastartswithme
[10] zeromalariastartswithus
[9] fightforwhatcounts
[9] resilience
[5] kemyaunitedfightaganistmalaria
[5] aids
[5] tuberculosis

Top Hashtags in Tweet in G9:
[35] malaria
[13] parasite
[9] bsp60york
[7] plasmodium
[6] vbd
[6] venezuela
[2] biologyletters
[2] bsp2022
[1] schistosomiasis
[1] leishmaniasis

Top Hashtags in Tweet in G10:
[1] covid
[1] intranasal
[1] vaccine
[1] malaria

Top Words
Top Words in Tweet in Entire Graph:
[1920] #malaria
[458] malaria
[193] globalfund
[183] mosquitoes
[171] mosquito
[166] study
[150] children
[147] fight
[133] th
[131] billion

Top Words in Tweet in G1:
[478] #malaria
[116] study
[87] malaria
[80] children
[79] thelancet
[69] lshtm
[60] mesamalaria
[58] infection
[57] net
[57] bed

Top Words in Tweet in G2:
[157] globalfund
[133] #malaria
[109] billion
[67] theglobalfight
[63] #tb
[52] news
[49] ahead
[47] whitehouse
[46] fy23
[45] fight

Top Words in Tweet in G3:
[201] #malaria
[121] mosquitoes
[99] th
[94] fredros_inc
[68] ifakarahealth
[67] transmit
[67] age
[65] old
[62] uofglasgow
[57] 12days

Top Words in Tweet in G4:
[276] #malaria
[88] malaria
[41] diseases
[38] take
[32] pill
[25] vector
[23] children
[23] mosquitoes
[23] many
[21] #plasmodium

Top Words in Tweet in G5:
[103] #malaria
[35] malaria
[10] used
[7] य
[7] vaccine
[7] #dengue
[6] mosquitoes
[6] prevent
[6] disease
[6] more

Top Words in Tweet in G6:
[46] malaria
[45] #malaria
[27] greater
[24] mekong
[24] whowpro
[20] cases
[18] nets
[16] countries
[16] 2020
[13] 000

Top Words in Tweet in G7:
[87] #malaria
[29] webinar
[26] imm_gh
[24] malarianomore
[22] march
[22] 5th
[21] please
[19] #academictwitter
[19] monday
[18] mgcbg_cbil

Top Words in Tweet in G8:
[45] malaria
[43] alma_2030
[42] #malaria
[32] zmbli
[24] initiative
[21] #zeromalariabusinessleadershipinitiative
[20] launched
[18] business
[18] grace
[18] muliisa

Top Words in Tweet in G9:
[35] #malaria
[19] bspparasitology
[13] highly
[13] invasive
[13] #parasite
[13] expanded
[13] range
[13] non
[13] migratory
[13] birds

Top Words in Tweet in G10:
[65] tdbgoi
[33] supports
[33] sapigen
[33] biologix
[33] pvt
[33] ltd
[33] sister
[33] concern
[33] bharatbiotech
[33] indigenously

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] transmit,#malaria
[82] #malaria,parasites
[72] mosquitoes,12days
[72] 12days,old
[72] old,transmit
[71] #tb,#malaria
[71] parasites,take
[71] take,long
[71] long,mature
[71] mature,inside

Top Word Pairs in Tweet in G1:
[55] #malaria,infection
[54] bed,net
[54] net,nearly
[54] nearly,halves
[54] halves,#malaria
[52] thelancet,study
[46] tanzanian,children
[44] grounding',bed
[44] infection,tanzanian
[43] 'mosquito,grounding'

Top Word Pairs in Tweet in G2:
[52] #tb,#malaria
[44] requested,billion
[44] billion,globalfund
[43] whitehouse,requested
[43] globalfund,fy23
[43] fy23,pledging
[43] pledging,billion
[43] billion,ahead
[42] major,news
[42] news,whitehouse

Top Word Pairs in Tweet in G3:
[64] transmit,#malaria
[57] mosquitoes,12days
[57] 12days,old
[57] old,transmit
[56] #malaria,parasites
[56] parasites,take
[56] take,long
[56] long,mature
[56] mature,inside
[56] inside,th

Top Word Pairs in Tweet in G4:
[31] take,#malaria
[31] #malaria,pill
[20] vector,borne
[20] borne,diseases
[18] forget,take
[14] #malaria,#globalhealth
[13] press,current
[13] current,research
[13] research,parasitology
[13] parasitology,vector

Top Word Pairs in Tweet in G5:
[4] #dengue,#malaria
[4] prevent,malaria
[4] erlebnis,#südafrika
[4] #südafrika,#kapstadt
[4] #kapstadt,#gardenroute
[4] #malaria,freien
[4] freien,#safari
[3] used,treat
[3] treat,#malaria
[3] य,च

Top Word Pairs in Tweet in G6:
[24] greater,mekong
[18] #malaria,cases
[16] countries,greater
[12] six,countries
[12] mekong,incl
[12] incl,reduced
[12] reduced,falciparum
[12] falciparum,mixed
[12] mixed,#malaria
[12] cases,52

Top Word Pairs in Tweet in G7:
[17] please,add
[17] add,calendars
[17] calendars,monday
[17] monday,28th
[17] 28th,march
[17] march,#webinar
[17] #webinar,#malaria
[17] #malaria,malarianomore
[17] #malaria,immunology
[16] hello,#academictwitter

Top Word Pairs in Tweet in G8:
[18] grace,muliisa
[18] muliisa,md
[17] congratulations,uganda
[17] uganda,today
[17] today,launched
[17] launched,#zeromalariabusinessleadershipinitiative
[17] #zeromalariabusinessleadershipinitiative,zmbli
[17] zmbli,becomes
[17] becomes,4th
[16] alma_2030,congratulations

Top Word Pairs in Tweet in G9:
[13] highly,invasive
[13] invasive,#malaria
[13] #malaria,#parasite
[13] #parasite,expanded
[13] expanded,range
[13] range,non
[13] non,migratory
[13] migratory,birds
[13] birds,north
[13] north,america

Top Word Pairs in Tweet in G10:
[33] tdbgoi,supports
[33] supports,sapigen
[33] sapigen,biologix
[33] biologix,pvt
[33] pvt,ltd
[33] ltd,sister
[33] sister,concern
[33] concern,bharatbiotech
[33] bharatbiotech,indigenously
[33] indigenously,manufacture

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@globalfund
@fredros_inc
@thelancet
@who
@lshtm
@ifakarahealth
@mesamalaria
@theglobalfight
@uofglasgow
@alma_2030

Top Mentioned in G1:
@thelancet
@lshtm
@who
@mesamalaria
@isglobalorg
@wwarn
@endmalaria
@keystonesymp
@unitaid
@fundacionareces

Top Mentioned in G2:
@globalfund
@theglobalfight
@potus
@whitehouse
@malariamustdie
@aidshealthcare
@globalfun
@beatmalaria
@friendseurope
@eu_commission

Top Mentioned in G3:
@fredros_inc
@ifakarahealth
@uofglasgow
@baldini_fra
@naturecomms
@irssf
@reenwilz
@womeninmalaria
@pamca_wivc
@uofggcid

Top Mentioned in G4:
@anetkostadinova
@crpvbd
@uchaudhr1
@p
@trendsparasitol
@rstmh
@bloodsparasites
@ilri
@who
@fredros_inc

Top Mentioned in G5:
@medmastery
@addfieldltd
@mundelasalud
@ximenesuk

Top Mentioned in G6:
@whowpro
@pans_unijos
@pmigov
@usaidnigeria
@impact_malaria
@usaid
@nigerialng
@elisha_dg
@usaidwestafrica
@mcditweets

Top Mentioned in G7:
@malarianomore
@imm_gh
@mgcbg_cbil
@omar_janha
@reinhard_kay
@iuis_online
@keystonesymp
@pwk2013
@ckt_utas
@expertisefrance

Top Mentioned in G8:
@alma_2030
@ecobankuganda
@endmalaria
@globalfund
@kenyanbynature
@iamcalvin01
@_africanunion
@malariamustdie
@malariayouthke

Top Mentioned in G9:
@bspparasitology
@rsocpublishing
@juanvhernandezv
@veconven1
@s1monjdraper
@amsterdamumc
@nihoxcam
@lawreate7
@who
@aacostaserrano

Top Mentioned in G10:
@bharatbiotech
@tdbgoi
@drjitendrasingh

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@xaelbot
@codedailybot
@reuters
@trigorosa
@indiatvnews
@411emilio
@calcaware
@education_24x7
@deepestpurple81

Top Tweeters in G1:
@edinburghwatch
@reuters
@bbcnews
@telegraph
@monitor_ph
@theeconomist
@evidencerobot
@marmarescobar
@mariamwatt
@kent_cyclist

Top Tweeters in G2:
@trigorosa
@magarya
@elpais_america
@mojamesapted
@publichealthmap
@saorimurakami1
@pierre018
@skatiq3
@undp
@kumarmeonly410

Top Tweeters in G3:
@calcaware
@blkhwk0ps
@frank3davies
@physorg_health
@scieducation1
@notanna1
@cytosine_37
@chabis_ch
@physorg_com
@deepakpatrewal

Top Tweeters in G4:
@indiatvnews
@nytimes
@imagine_garden
@fu
@sakalmedianews
@travelcomments
@news8_plus
@ricbattaglia
@gambia_bot
@mkrpooh

Top Tweeters in G5:
@peninsulaqatar
@stn_news
@asianetnewssn
@abpanandatv
@dynamitenews_
@reisefreak1001
@portalamazonia
@sambad_odisha
@thomassci
@marieamsarkie

Top Tweeters in G6:
@peekaymila
@anneodmatthews
@mary3dex
@phoebe_pam
@bwasexo
@uct_bmhsl
@assuuna1
@usaidgh
@southeastasia46
@rohitpanwar2010

Top Tweeters in G7:
@education_24x7
@thecuriousluke
@_open_science_
@scicommbot
@openscitalk
@compchembiobot
@phdvoice
@pwk2013
@jayaisales
@pbenkimoun

Top Tweeters in G8:
@dailymonitor
@atuhairecarol10
@faryus88
@peshiegb
@ssenda_
@fatnachyna
@petriderpaul
@kizerbogeorgesa
@drprish
@henruga

Top Tweeters in G9:
@nydiaruiz
@ancestralstate
@premcharles
@rsocpublishing
@mgrillet
@amsterdamumc
@jay_salsa
@alexjmoralesi
@minipcr
@florenciadelpu2

Top Tweeters in G10:
@zegirish
@shanmugasundarz
@_roossingh
@indiascipol
@drjitendrasingh
@indiadst
@priyankind
@nep2020
@vigyanprasar
@murali_enright


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