#malaria, Twitter, 4/25/2022 4:33:32 AM, 275484


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#malaria_2022-04-24_21-15-00.xlsx
#malaria_2022-04-24_21-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 25, 2022
Short Description:
#malaria via NodeXL https://bit.ly/3KenKKK
@idcobot
@laurie_garrett
@globalfund
@who
@endmalaria
@lariabot
@msaludpy
@opigojimmy
@targetmalaria
@thelancet

Top hashtags:
#malaria
#worldmalariaday
#covid19
#africa
#sarscov2
#dengue
#endmalaria
#plasmodium
#innovation

Description:
Description
The graph represents a network of 2,703 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, 25 April 2022 at 04:20 UTC.

The requested start date was Monday, 25 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, 32-minute period from Monday, 11 April 2022 at 02:37 UTC to Sunday, 24 April 2022 at 12:10 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 : 2703
Unique Edges : 2217
Edges With Duplicates : 6720
Total Edges : 8937
Number of Edge Types : 5
Retweet : 2958
MentionsInRetweet : 4278
Tweet : 632
Mentions : 1006
Replies to : 63
Self-Loops : 670
Reciprocated Vertex Pair Ratio : 0.0349874228218614
Reciprocated Edge Ratio : 0.0676093680954485
Connected Components : 175
Single-Vertex Connected Components : 78
Maximum Vertices in a Connected Component : 2267
Maximum Edges in a Connected Component : 8315
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.77724
Graph Density : 0.00061970237307945
Modularity : 0.413956
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,703 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, 25 April 2022 at 04:20 UTC.

The requested start date was Monday, 25 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, 32-minute period from Monday, 11 April 2022 at 02:37 UTC to Sunday, 24 April 2022 at 12:10 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:
[27] https://www.theguardian.com/world/2022/apr/20/geoengineering-to-slow-global-heating-risks-malaria-rise
[22] https://jobrxiv.org/?search_keywords=jimah
[13] https://www.cell.com/trends/parasitology/current
[10] https://vaki.co/en/vaki/Pz4LhFT0VIedWGo0pvhA
[10] https://medicalxpress.com/news/2022-04-immune-malaria.html
[9] https://pintofscience.co.uk/event/the-parasite-diaries
[9] https://www.mcdinternational.org/job-detail?id=254
[9] https://theconversation.com/agriculture-is-linked-with-malaria-in-complex-ways-evidence-from-16-african-countries-179881?utm_source=twitter&utm_medium=bylinetwitterbutton
[8] https://www.who.int/news/item/21-04-2022-over-1-million-african-children-protected-by-first-malaria-vaccine
[8] https://www.ict4dconference.org/ict4d-malaria/

Top URLs in Tweet in G1:
[10] https://vaki.co/en/vaki/Pz4LhFT0VIedWGo0pvhA
[9] https://theconversation.com/agriculture-is-linked-with-malaria-in-complex-ways-evidence-from-16-african-countries-179881?utm_source=twitter&utm_medium=bylinetwitterbutton
[9] https://www.mcdinternational.org/job-detail?id=254
[7] https://www.ghanabusinessnews.com/2022/04/24/millions-of-dollars-available-to-expand-the-use-of-malaria-vaccine-in-africa/
[6] https://www.theguardian.com/world/2022/apr/20/geoengineering-to-slow-global-heating-risks-malaria-rise
[5] https://www.descifrado.com/2022/04/09/ocha-venezuela-registra-2796-casos-de-malaria-en-lo-que-va-del-2022/
[5] https://nimr.webex.com/nimr/j.php?MTID=ma06f0304823596f5e765b668fb12fb31&utm_source=webex
[5] https://www.ghtcoalition.org/blog/quiz-innovating-to-end-malaria-2022
[4] https://www.bbc.com/news/av/stories-61181686
[4] https://inclusive.health/join/group/rare-diseases

Top URLs in Tweet in G2:
[5] https://malaria.jhsph.edu/conferences/2022-world-malaria-day-symposium/
[3] https://www.bbc.co.uk/news/uk-scotland-60793977
[3] https://us02web.zoom.us/webinar/register/WN_ST0V_pkATg2_4uh0zfkciw
[2] https://theconversation.com/agriculture-is-linked-with-malaria-in-complex-ways-evidence-from-16-african-countries-179881
[2] https://twitter.com/endmalaria/status/1517102863343837185
[2] https://todaynewsafrica.com/global-fund-urges-world-to-boost-fight-against-malaria-as-covid-19-disruptions-drug-and-insecticide-resistance-and-new-threats-endanger-progress/
[2] https://twitter.com/APMEN/status/1510898135337701379
[2] https://www.youtube.com/watch?v=84jwC7LJsGA&feature=youtu.be

[2] https://twitter.com/PMIgov/status/1516064109581807618
[2] https://twitter.com/APLMA_Malaria/status/1516944545556025344

Top URLs in Tweet in G3:
[2] https://knowablemagazine.org/article/health-disease/2022/first-malaria-vaccine-leap-forward-we-cant-stop-now?utm_source=twitter&utm_medium=post&utm_campaign=originals
[1] https://wwwnc.cdc.gov/eid/article/28/2/21-1725_article
[1] https://daily.jstor.org/losing-bananas-fighting-malaria-and-naming-objects/
[1] https://knowablemagazine.org/article/health-disease/2022/first-malaria-vaccine-leap-forward-we-cant-stop-now?cookieSet=1

Top URLs in Tweet in G4:
[11] https://www.cell.com/trends/parasitology/current
[4] https://pubmed.ncbi.nlm.nih.gov/35413881/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220417164940&v=2.17.6
[3] https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2022.27.16.2100724
[3] https://pubmed.ncbi.nlm.nih.gov/35387986/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220411161827&v=2.17.6
[2] https://pubmed.ncbi.nlm.nih.gov/35382261/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220409221928&v=2.17.6
[2] https://www.sciencedirect.com/science/article/pii/S0065308X22000033?dgcid=rss_sd_all&utm_source=dlvr.it&utm_medium=twitter
[2] https://pubmed.ncbi.nlm.nih.gov/35395399/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220411221905&v=2.17.6
[2] https://www.eurosurveillance.org/content/eurosurveillance/27/16
[1] https://www.who.int/news-room/feature-stories/detail/new-frontiers-in-vector-control
[1] https://www.who.int/news-room/feature-stories/detail/we-are-at-a-critical-point-in-the-fight-against-malaria

Top URLs in Tweet in G5:
[2] https://twitter.com/IBDinvestors/status/1513668450308313090
[1] https://kinabark.blogspot.com/2022/04/link-found-between-malaria-parasites.html
[1] https://www.youtube.com/watch?v=RE_B_Zi_tqM

[1] https://twitter.com/Wiley_Chemistry/status/1512138468230631427
[1] https://www.youtube.com/watch?v=6QeIpKp-R08&feature=youtu.be

[1] http://silver.HealthAvenues.com
[1] https://twitter.com/usellostore/status/1498122736442687490
[1] https://jmos.co.in/product/siktara-hathras/
[1] https://www.focus.pl/artykul/malaria-jednak-pochodzi-od-malp-nowe-badania-potwierdzaja-podejrzenia-sprzed-100-lat-220409053747
[1] https://www.linkedin.com/video/event/urn:li:ugcPost:6919613366252511232

Top URLs in Tweet in G6:
[1] https://www.burnet.edu.au/news/1619_benishar_s_story_his_eyes_were_rolling_back_in_his_head
[1] https://twitter.com/burnetmalaria/status/1518109344998469632
[1] https://twitter.com/usmissionuganda/status/1517776808342691840
[1] https://burnet.edu.au/donation/new

Top URLs in Tweet in G7:
[3] https://twitter.com/theglobalfight/status/1516072522919387138
[1] https://www.news-medical.net/news/20220330/Malaria-more-common-in-Africae28099s-rice-farming-villages.aspx
[1] https://www.telegraph.co.uk/global-health/science-and-disease/climate-change-complicating-zimbabwes-fight-against-malaria/
[1] https://theconversation.com/agriculture-is-linked-with-malaria-in-complex-ways-evidence-from-16-african-countries-179881
[1] https://twitter.com/beatmalaria/status/1513606358268010507
[1] https://twitter.com/beatmalaria/status/1512089497047126016
[1] https://www.theglobalfight.org/communications-intern/
[1] https://www.theglobalfund.org/en/stories/2022-02-17-niger-fighting-malaria-with-evidence-and-innovation/
[1] https://globalfund.exposure.co/krayes-fight-protecting-his-community-and-future-generations-against-malaria
[1] https://opendocs.ids.ac.uk/opendocs/handle/20.500.12413/17320

Top URLs in Tweet in G8:
[2] https://www.who.int/news-room/feature-stories/detail/innovate-to-eliminate-community-focused-malaria-interventions-in-cambodia-and-lao-people-s-democratic-republic
[1] https://www.hindustantimes.com/lifestyle/health/world-malaria-day-2022-health-expert-shares-3-kitchen-remedies-to-fight-malaria-101650796045105.html
[1] https://www.hindustantimes.com/lifestyle/health/world-malaria-day-2022-lesser-known-symptoms-of-malaria-to-watch-out-for-101650516508627.html
[1] https://www.senecio-robotics.com/
[1] https://www.pmi.gov/home/world-malaria-day-2022
[1] https://twitter.com/ActNTDsWest/status/1514219348855963649

Top URLs in Tweet in G9:
[4] https://forms.office.com/pages/responsepage.aspx?id=jJAbS4JVd0O6B6NtZeNJNPf064oits5OrRW7EvR9y_tUQldPTkJPT1Y2UkY5VTlYRkNISVRKUE9ZWi4u
[2] https://us02web.zoom.us/webinar/register/WN_-Mw_VaVLTkSJhVFj7fgZ7A
[2] https://soundcloud.com/gbchealth/when-pandemics-collide
[1] https://vestergaard.com/blogs/investing-in-staff-and-partnerships-to-plan-for-tomorrow/
[1] https://www.gbchealth.org/podcasts
[1] https://twitter.com/TheEconomist/status/1513366263250235392
[1] https://www.who.int/news-room/feature-stories/detail/new-frontiers-in-vector-control
[1] https://twitter.com/GBCHealth/status/1511766165646974981
[1] https://www.who.int/news/item/21-04-2022-over-1-million-african-children-protected-by-first-malaria-vaccine
[1] https://www.who.int/campaigns/world-malaria-day/2022

Top URLs in Tweet in G10:
[10] https://medicalxpress.com/news/2022-04-immune-malaria.html
[3] https://news.trust.org:443/item/20220420103004-yx73z/
[3] https://www.news-medical.net/health/Mosquito-borne-Diseases.aspx
[2] https://news.trust.org/item/20220420103004-yx73z/
[2] https://phys.org/news/2022-04-century-old-malaria-parasite-puzzle-ape.html
[2] https://recyclemybattery.org/geoengineering-could-return-a-high-risk-of-malaria-for-1-billion-people/
[1] https://medicalxpress.com/news/2022-04-malaria-killer-african-children-vaccine.html
[1] https://www.technologynetworks.com/immunology/news/geoengineering-could-put-a-billion-more-people-at-risk-of-malaria-360777?utm_content=205305358&utm_medium=social&utm_source=twitter&hss_channel=tw-174683705
[1] https://www.icddrb.org/news-and-events/press-corner/press-releases?id=126&task=view
[1] http://thetribune.news/?edition_id=bf22ce80-c0ac-11ec-8a51-fa163e65ae25

Top Domains
Top Domains in Tweet in Entire Graph:
[103] twitter.com
[31] theguardian.com
[30] who.int
[28] nih.gov
[23] jobrxiv.org
[19] ac.uk
[18] co.uk
[18] youtube.com
[17] theconversation.com
[14] zoom.us

Top Domains in Tweet in G1:
[33] twitter.com
[12] theconversation.com
[12] mcdinternational.org
[10] vaki.co
[10] mesamalaria.org
[8] theguardian.com
[8] youtube.com
[8] ghtcoalition.org
[7] ghanabusinessnews.com
[7] nature.com

Top Domains in Tweet in G2:
[18] twitter.com
[5] zoom.us
[5] jhsph.edu
[3] endmalaria.org
[3] youtube.com
[3] theconversation.com
[3] co.uk
[3] todaynewsafrica.com
[3] who.int
[2] theglobalfund.org

Top Domains in Tweet in G3:
[3] knowablemagazine.org
[1] cdc.gov
[1] jstor.org

Top Domains in Tweet in G4:
[20] nih.gov
[11] cell.com
[5] eurosurveillance.org
[4] biomedcentral.com
[3] sciencedirect.com
[3] twitter.com
[2] who.int
[2] theguardian.com
[2] mdpi.com
[1] trust.org

Top Domains in Tweet in G5:
[10] twitter.com
[2] youtube.com
[2] medicinesinpregnancy.org
[2] okt.to
[1] blogspot.com
[1] healthavenues.com
[1] co.in
[1] focus.pl
[1] linkedin.com
[1] optimistdaily.com

Top Domains in Tweet in G6:
[2] edu.au
[2] twitter.com

Top Domains in Tweet in G7:
[7] ac.uk
[6] twitter.com
[1] news-medical.net
[1] co.uk
[1] theconversation.com
[1] theglobalfight.org
[1] theglobalfund.org
[1] exposure.co

Top Domains in Tweet in G8:
[2] who.int
[2] hindustantimes.com
[1] senecio-robotics.com
[1] pmi.gov
[1] twitter.com

Top Domains in Tweet in G9:
[4] office.com
[3] twitter.com
[3] who.int
[2] zoom.us
[2] soundcloud.com
[2] economist.com
[1] vestergaard.com
[1] gbchealth.org
[1] bbc.com
[1] nigeriahealthwatch.com

Top Domains in Tweet in G10:
[11] medicalxpress.com
[5] trust.org
[3] news-medical.net
[3] phys.org
[2] recyclemybattery.org
[1] technologynetworks.com
[1] icddrb.org
[1] thetribune.news
[1] twitter.com
[1] georgetown.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3030] malaria
[383] worldmalariaday
[296] covid19
[240] africa
[190] sarscov2
[100] dengue
[94] endmalaria
[87] plasmodium
[75] innovation
[73] tb



Top Hashtags in Tweet in G1:
[921] malaria
[87] worldmalariaday
[39] covid19
[30] endmalaria
[29] infectiousdiseases
[26] plasmodium
[22] africa
[22] lecture
[20] climatechange
[18] health

Top Hashtags in Tweet in G2:
[540] malaria
[134] worldmalariaday
[56] glmi
[55] innovation
[36] rt
[32] fightforwhatcounts
[32] busia
[31] endmalaria
[25] kenya
[24] jhmri

Top Hashtags in Tweet in G3:
[193] malaria
[185] covid19
[185] africa
[185] sarscov2
[3] covid
[1] vaccine

Top Hashtags in Tweet in G4:
[193] malaria
[39] plasmodium
[26] parasites
[11] airport
[11] belgium
[11] cryoet
[11] apicomplexan
[11] bcells
[11] covid19
[8] proteostasis

Top Hashtags in Tweet in G5:
[81] malaria
[8] mosquito
[8] dengue
[7] covid19
[7] worldmalariaday
[6] health
[6] vaccine
[5] tuberculosis
[4] aids
[3] mosquitoes

Top Hashtags in Tweet in G6:
[84] malaria
[31] worldmalariaday
[22] chasemalariatozero
[21] rotary
[21] urban
[14] uganda
[6] ugandan
[6] business
[3] askopigo
[2] prevetion

Top Hashtags in Tweet in G7:
[61] malaria
[36] tb
[24] hiv
[11] aids
[7] nigeria
[5] covid19
[4] epidemiology
[4] healthiertomorrow
[3] climatechange
[3] healthworkers

Top Hashtags in Tweet in G8:
[43] malaria
[22] worldmalariaday
[16] endmalaria
[11] worldmalariaday2022
[9] bednet
[5] sdg
[5] rollbackmalaria
[3] kitchen
[3] home
[3] remedies

Top Hashtags in Tweet in G9:
[63] malaria
[7] worldmalariaday
[4] evironment
[4] mosquitoes
[4] covid19
[4] research
[3] endmalaria
[2] africa
[2] geographyteachers
[2] wmd

Top Hashtags in Tweet in G10:
[37] malaria
[18] geoengineering
[3] dengue
[3] yellowfever
[3] chikungunya
[2] climatechange
[2] ape
[2] globalwarming
[1] westnile
[1] virus

Top Words
Top Words in Tweet in Entire Graph:
[3025] #malaria
[852] malaria
[383] #worldmalariaday
[381] one
[298] world
[295] #covid19
[261] against
[239] #africa
[239] more
[230] deaths

Top Words in Tweet in G1:
[921] #malaria
[323] malaria
[99] more
[87] #worldmalariaday
[78] day
[69] world
[67] health
[66] disease
[61] one
[58] join

Top Words in Tweet in G2:
[540] #malaria
[188] malaria
[171] endmalaria
[134] #worldmalariaday
[121] world
[105] disease
[90] sfhrwanda
[84] against
[82] globalfund
[80] health

Top Words in Tweet in G3:
[193] #malaria
[187] deaths
[186] tests
[185] one
[185] reason
[185] #covid19
[185] numbers
[185] low
[185] #africa
[185] two

Top Words in Tweet in G4:
[188] #malaria
[39] #plasmodium
[33] malaria
[26] frischknechtlab
[26] #parasites
[26] embopress
[26] sporozoites
[26] 2019
[25] happy
[25] complete

Top Words in Tweet in G5:
[81] #malaria
[42] malaria
[8] #mosquito
[8] #dengue
[7] #covid19
[7] against
[7] #worldmalariaday
[6] #health
[6] world
[6] april

Top Words in Tweet in G6:
[84] #malaria
[53] opigojimmy
[31] #worldmalariaday
[23] today
[22] #chasemalariatozero
[22] part
[21] #rotary
[21] tackled
[21] #urban
[21] slum

Top Words in Tweet in G7:
[61] #malaria
[36] #tb
[34] globalfund
[30] impact
[27] peterasands
[27] members
[27] komeito
[27] party
[27] exchanged
[27] views

Top Words in Tweet in G8:
[43] #malaria
[22] #worldmalariaday
[22] malaria
[20] against
[17] control
[16] #endmalaria
[14] awareness
[13] approaches
[13] whowpro
[11] urgently

Top Words in Tweet in G9:
[63] #malaria
[21] more
[20] malaria
[20] health
[15] talk
[14] against
[14] progress
[13] world
[13] nigeria
[12] 2022

Top Words in Tweet in G10:
[39] naturecomms
[37] #malaria
[23] risk
[22] geoengineering
[20] people
[18] #geoengineering
[17] solar
[17] malaria
[17] study
[16] billion

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[187] one,reason
[187] reason,#covid19
[187] #covid19,numbers
[187] numbers,low
[187] low,#africa
[187] #africa,deaths
[187] deaths,#malaria
[187] #malaria,two
[187] two,studies
[187] studies,show

Top Word Pairs in Tweet in G1:
[43] take,#malaria
[43] #malaria,pill
[41] world,malaria
[38] malaria,day
[32] against,#malaria
[28] forget,take
[24] big,#malaria
[23] र,य
[23] prof,kevin
[23] kevin,marsh

Top Word Pairs in Tweet in G2:
[55] #worldmalariaday,2022
[55] 2022,marked
[55] marked,under
[55] under,theme
[55] theme,harness
[55] harness,#innovation
[55] #malaria,disease
[54] targetmalaria,#worldmalariaday
[53] interim,ceo
[53] reduce,#malaria

Top Word Pairs in Tweet in G3:
[185] one,reason
[185] reason,#covid19
[185] #covid19,numbers
[185] numbers,low
[185] low,#africa
[185] #africa,deaths
[185] deaths,#malaria
[185] #malaria,two
[185] two,studies
[185] studies,show

Top Word Pairs in Tweet in G4:
[26] #malaria,#parasites
[25] happy,complete
[25] complete,trilogy
[25] trilogy,#malaria
[25] #parasites,embopress
[25] embopress,#plasmodium
[25] #plasmodium,sporozoites
[25] sporozoites,formation
[25] formation,2019
[24] frischknechtlab,happy

Top Word Pairs in Tweet in G5:
[5] world,malaria
[5] malaria,day
[4] malaria,vaccine
[4] #malaria,#vaccine
[3] against,#malaria
[3] atovaquone,proguanil
[3] proguanil,hydrochloride
[3] hydrochloride,250mg
[3] 250mg,100mg
[3] 100mg,film

Top Word Pairs in Tweet in G6:
[27] opigojimmy,#worldmalariaday
[21] today,#chasemalariatozero
[21] #chasemalariatozero,#rotary
[21] #rotary,tackled
[21] tackled,#urban
[21] #urban,#malaria
[21] #malaria,slum
[21] slum,cleaning
[21] cleaning,overall
[21] overall,sanitation

Top Word Pairs in Tweet in G7:
[27] globalfund,peterasands
[27] peterasands,members
[27] members,komeito
[27] komeito,party
[27] party,exchanged
[27] exchanged,views
[27] views,today
[27] today,topics
[27] topics,ranging
[27] ranging,impact

Top Word Pairs in Tweet in G8:
[11] urgently,needed
[11] needed,#endmalaria
[11] #endmalaria,diagnostics
[11] diagnostics,vector
[11] vector,control
[11] control,approaches
[11] approaches,better
[11] better,antimalaria
[11] antimalaria,medications
[11] medications,speed

Top Word Pairs in Tweet in G9:
[13] against,#malaria
[12] more,malaria
[11] talk,#malaria
[11] #malaria,nigeria
[11] nigeria,country
[11] country,more
[11] malaria,cases
[11] cases,deaths
[11] deaths,world
[11] world,affects

Top Word Pairs in Tweet in G10:
[17] solar,geoengineering
[16] billion,people
[13] risk,#malaria
[12] one,billion
[12] return,risk
[11] #geoengineering,return
[11] #malaria,one
[11] people,gumedcenter
[11] gumedcenter,naturecomms
[11] naturecomms,natureclimate

Top Replied-To
Top Replied-To in Entire Graph:
@malariayouthke
@who
@globalfund
@endmalaria
@obetaodinaka
@iamcalvin01
@malariaarmy
@minofhealthug
@ifakarahealth
@fundacionareces

Top Replied-To in G1:
@ifakarahealth
@nmaguasdualito
@msaludpy
@efeafrica
@cicr_ve
@obetaodinaka
@chreadkenya
@endmalaria
@ghslatina
@educel2000

Top Replied-To in G2:
@malariayouthke
@globalfund
@who
@iamcalvin01
@endmalaria
@moh_kenya
@obetaodinaka
@aplma_malaria
@olivemonica4
@minofhealthug

Top Replied-To in G4:
@it_carolinetime
@frischknechtlab

Top Replied-To in G6:
@minofhealthug

Top Replied-To in G8:
@pmigov

Top Mentioned
Top Mentioned in Entire Graph:
@endmalaria
@who
@laurie_garrett
@globalfund
@sfhrwanda
@jhmrimalaria
@targetmalaria
@opigojimmy
@ckarema
@alma_2030

Top Mentioned in G1:
@mesamalaria
@pmigov
@wwarn
@ifakarahealth
@lshtm
@who
@meraindiaicmr
@endmalaria
@csir_cdri
@bbbrieger

Top Mentioned in G2:
@endmalaria
@who
@sfhrwanda
@globalfund
@targetmalaria
@jhmrimalaria
@ckarema
@alma_2030
@aplma_malaria
@malariayouthke

Top Mentioned in G3:
@laurie_garrett
@laurens_matt
@januarypayne
@jstor_daily
@ummedschool
@umcvd
@knowablemag
@drericding

Top Mentioned in G4:
@embopress
@frischknechtlab
@bloodsparasites
@globalvectorhub
@who
@itmantwerp
@keystonesymp
@jhmrimalaria
@dewolf_katrien
@ideblauwe

Top Mentioned in G5:
@himmoderator
@healthavenues
@kamlesm
@relief_pitch
@qquemexico

Top Mentioned in G6:
@opigojimmy
@minofhealthug
@endmalaria
@patrickbitature
@fightingmalaria
@shamshadk11
@ainbyoo
@pmigov
@beesonmalaria
@j_mucunguzi

Top Mentioned in G7:
@globalfund
@peterasands
@fgfj_jcie
@theglobalfight
@endmalaria
@beatmalaria
@shotarmpodcast
@ids_uk
@cerrj
@k4d_info

Top Mentioned in G8:
@whowpro
@yangaza209
@nimrtanga
@who
@impactisrael
@htlifeandstyle
@udomhealthclub
@worldvisionsn
@wvmali
@worldvisionusa

Top Mentioned in G9:
@educel2000
@nighealthwatch
@whouganda
@gbchealth
@whoafro
@nmepnigeria
@who
@camanews
@globalfund
@theeconomist

Top Mentioned in G10:
@naturecomms
@gumedcenter
@natureclimate
@physorg_com
@cellreports
@medical_xpress
@alisterdoyle
@icddr_b
@christrisos
@lauriegoering

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@kat4obama
@roblwilson
@dublencoigor
@jfsebastian146
@httweets
@vonrosenchild
@wadakashiho
@maybel65
@chuddles11

Top Tweeters in G1:
@jfsebastian146
@jpnncom
@estigiaed
@descifradocom
@annahar
@viralvm69
@etribune
@outlookindia
@diabeticcyborgg
@tony_porras2050

Top Tweeters in G2:
@roblwilson
@margymayell
@xraypat
@magarya
@drspockets
@gturner1969
@deescattered
@janemccourt1
@gaspurves
@junub_bot

Top Tweeters in G3:
@samhainnight
@morgfair
@only4rm
@redboybroken
@yolie_rios
@gadflyquebec
@scout2462
@jdignum
@orchidlady303
@lininohio

Top Tweeters in G4:
@edinburghwatch
@guardian
@ml_tweet_bot
@baronianconsult
@botfemale
@bittereslachen
@sshin6591
@msep0003
@timmynolie
@inactualite

Top Tweeters in G5:
@thehansindiaweb
@kamlesm
@pbrown4348
@telanganatoday
@himmoderator
@mcewanmorton
@alagoasreal
@unbnewsroom
@tokwauluaena2
@shankar6763

Top Tweeters in G6:
@scheerenberger
@nbstv
@kall_essy
@ykyabalongo
@sparksshaniz
@isrealphills32
@lykadalia
@rotary
@piuseml28
@dianpro15

Top Tweeters in G7:
@kat4obama
@wadakashiho
@tonarino_okamil
@aogami_noboru
@sturdyalex
@etackygmailcom1
@sumiyosst
@fmb623
@pimlicat
@pkxny1wynjms1rm

Top Tweeters in G8:
@httweets
@tzdiscovery
@lugwaja
@worldvisionusa
@udadisi
@kudu_ze_kudu
@sdgscolab
@tonytogolani
@assuuna1
@kasilo_honester

Top Tweeters in G9:
@theeconomist
@guardiannigeria
@filhoeterno12
@skatiq3
@thisdaylive
@nighealthwatch
@nannews_ng
@robertm06666153
@ghs
@eugeneojirigho

Top Tweeters in G10:
@vonrosenchild
@hubbucket
@imagine_garden
@bagaluesunab
@physorg_health
@ajem_mx
@rodee55
@qualityisarul3
@np_grwl
@birdmischief


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