#malaria, Twitter, 3/21/2022 4:11:35 AM, 273357


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#malaria_2022-03-20_20-43-02.xlsx
#malaria_2022-03-20_20-43-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2022
Short Description:
#malaria via NodeXL https://bit.ly/3woagJh
@idcobot
@who
@globalfund
@abbaschatriwala
@ssewanten
@fredros_inc
@beatmalaria
@trendsparasitol
@mesamalaria
@kate_l_obrien

Top hashtags:
#malaria
#fightforwhatcounts
#hiv
#tb
#thebeatcontinues
#dengue
#powerofmore

Description:
Description
The graph represents a network of 2,103 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, 21 March 2022 at 03:47 UTC.

The requested start date was Monday, 21 March 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, 10-hour, 28-minute period from Monday, 07 March 2022 at 01:32 UTC to Sunday, 20 March 2022 at 12:00 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 : 2103
Unique Edges : 2017
Edges With Duplicates : 5118
Total Edges : 7135
Number of Edge Types : 5
Retweet : 2174
MentionsInRetweet : 3409
Tweet : 512
Mentions : 1006
Replies to : 34
Self-Loops : 540
Reciprocated Vertex Pair Ratio : 0.0437219730941704
Reciprocated Edge Ratio : 0.083780880773362
Connected Components : 163
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 1670
Maximum Edges in a Connected Component : 6498
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.806967
Graph Density : 0.000842437494712144
Modularity : 0.426799
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,103 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, 21 March 2022 at 03:47 UTC.

The requested start date was Monday, 21 March 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, 10-hour, 28-minute period from Monday, 07 March 2022 at 01:32 UTC to Sunday, 20 March 2022 at 12:00 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:
[18] https://www.cell.com/trends/parasitology/current
[17] https://www.ict4dconference.org/ict4d-malaria/
[13] http://moderntokyotimes.com/kenya-rolls-out-rapid-testing-for-malaria-and-covid-19/
[12] https://allafrica.com/view/group/main/main/id/00081401.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Agroup%3Aabqpss
[10] http://outbreaknewstoday.com/venezuela-malaria-cases-persist-in-falcon-37436/
[9] https://trib.al/3bX6S3l
[8] https://www.nytimes.com/2022/03/14/health/malaria-children-tafenoquine.html
[8] https://www.physiciansweekly.com/new-malaria-treatment-gets-first-approval-for-use-in-children
[7] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[7] https://www.iddo.org/about-us/jobs

Top URLs in Tweet in G1:
[13] http://moderntokyotimes.com/kenya-rolls-out-rapid-testing-for-malaria-and-covid-19/
[9] http://outbreaknewstoday.com/venezuela-malaria-cases-persist-in-falcon-37436/
[7] https://umhambi.blogspot.com/2019/01/malaria-south-african-malaria-risk-map.html
[5] https://www.heise.de/hintergrund/Malaria-und-andere-Parasiten-Infektionen-Gute-Aussichten-fuer-neue-Impfstoffe-6541221.html
[5] https://gh.bmj.com/content/7/2/e007599
[4] https://www.theeastafrican.co.ke/tea/science-health/ethiopian-region-ravaged-by-hiv-malaria-and-tb-3739416
[4] https://www.pressetext.com/news/20220315001
[4] http://www.amazon.de/gp/product/B007KAUOO0?ie=UTF8&camp=3206&creative=21426&creativeASIN=B007KAUOO0&linkCode=shr&tag=1001reiseberausa&creativeASIN=B007KAUOO0
[4] https://www.scientificamerican.com/article/sounds-of-mosquitoes-mating-rituals-could-help-fight-malaria/
[4] https://www.openaccessgovernment.org/highly-infectious-diseases/130370/

Top URLs in Tweet in G2:
[3] https://beatmalaria.org/
[3] https://sweden.se/
[2] https://twitter.com/RCSI_GlobalSurg/status/1501584031523168258
[1] https://beatmalaria.org/blog/message-from-president-biden-to-the-united-to-beat-malaria-in-honor-of-the-2022-leadership-summit/
[1] https://www.pmi.gov/from-childhood-dream-to-reality-mercys-mission-to-save-mothers-and-their-children-from-malaria/
[1] https://twitter.com/diannelstewart/status/1501580254510563331
[1] https://twitter.com/amandamilling/status/1500062647227760645
[1] https://twitter.com/GlobalFund/status/1496472308294340612
[1] https://endmalaria.org/events/engaging-national-leaders-and-communities-protect-adolescents-against-malaria-virtual-meeting
[1] https://twitter.com/unicefhealth/status/1501291965287120898

Top URLs in Tweet in G3:
[15] https://www.ict4dconference.org/ict4d-malaria/
[7] https://www.iddo.org/about-us/jobs
[6] https://www.wwarn.org/news/news-articles/largest-ever-ipd-meta-analysis-malaria-patients-inform-haemoglobin-changes
[5] https://twitter.com/i/spaces/1BRJjnVwEQWJw
[4] http://www.mesamalaria.org/updates/volunteer-mesa-correspondent-report-icpvr-2022
[4] https://nimr.webex.com/nimr/j.php?MTID=m0fe8ba4291e215706f2312949688a2d8
[3] https://www.wwarn.org/news/news-articles/wwarn-postdoc-fellow-led-malaria-workshop
[2] https://www.nature.com/articles/s41467-022-28981-7#author-information
[2] https://mesamalaria.org/mesa-track/deep-dives
[2] https://theconversation.com/some-malaria-parasites-are-evading-detection-tests-causing-an-urgent-threat-to-public-health-177258

Top URLs in Tweet in G4:
[6] https://twitter.com/MedsforMalaria/status/1503368028809052163
[2] https://us02web.zoom.us/webinar/register/WN_6aXZpR6uTWuUz9OXbDNzCg
[2] https://www.mmv.org/newsroom/press-releases/single-dose-kozenis-tafenoquine-approved-children-plasmodium-vivax-malaria
[2] https://twitter.com/thedelpho/status/1501196959444570122
[2] https://aplma.s3.ap-southeast-1.amazonaws.com/aplma/assets/2vvZTe0C/gender-malaria-thematic-brief_final_2022.pdf
[1] https://twitter.com/McD_beatmalaria/status/1503339912594178057
[1] https://twitter.com/ValentinaBuj/status/1502290444507660289
[1] https://twitter.com/ALMA_2030/status/1504040955015540737
[1] https://twitter.com/JoyPhumaphi_/status/1503066284262674432
[1] https://soundcloud.com/user-308956382/alma-voices-the-fight-against-malaria-can-no-longer-be-gender-blind

Top URLs in Tweet in G5:
[5] https://www.who.int/publications-detail-redirect/WER9709
[4] https://www.who.int/news/item/04-03-2022-first-ever-malaria-vaccine-recommendation-now-published-in-a-position-paper-and-in-the-who-guidelines-for-malaria
[3] https://www.who.int/news-room/articles-detail/call-for-nominations-for-membership-to-the-malaria-vaccine-advisory-committee-malvac
[2] https://www.youtube.com/watch?v=lNfB8ToEVpc

[2] https://www.nytimes.com/2022/03/14/health/malaria-children-tafenoquine.html
[2] https://www.who.int/news-room/feature-stories/detail/the-women-tackling-malaria-in-viet-nam-remote-communities
[2] http://outbreaknewstoday.com/india-newswire-malaria-in-maharashtra-leptospirosis-in-kerala-and-dengue-in-delhi-51048/
[2] https://twitter.com/who/status/1502721837486297093
[2] https://www.physiciansweekly.com/new-malaria-treatment-gets-first-approval-for-use-in-children
[1] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-022-04077-x

Top URLs in Tweet in G6:
[16] https://www.cell.com/trends/parasitology/current
[5] https://www.physiciansweekly.com/new-malaria-treatment-gets-first-approval-for-use-in-children
[5] https://medicalxpress.com/news/2022-03-malaria-treatments-essential-drug-resistance.html
[3] https://pubmed.ncbi.nlm.nih.gov/35247002/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220308022211&v=2.17.5
[2] https://pubmed.ncbi.nlm.nih.gov/35260473/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220311092448&v=2.17.6
[2] https://pubmed.ncbi.nlm.nih.gov/35265764/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220312032314&v=2.17.6
[2] https://www.nature.com/articles/d41586-022-00573-x?utm_source=dlvr.it&utm_medium=twitter
[2] http://www.sciencedirect.com/science/authShare/S1471492222000393/20220315T051300Z/1?md5=38b0ec220fb6dee46b5f15afefe25209&dgcid=author
[1] https://twitter.com/TrendsParasitol/status/1500757292618293251
[1] https://pubmed.ncbi.nlm.nih.gov/35255125/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220308205346&v=2.17.6

Top URLs in Tweet in G7:
[2] https://allafrica.com/view/group/main/main/id/00081401.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Agroup%3Aabqpss
[2] https://www.nytimes.com/2022/03/14/health/malaria-children-tafenoquine.html
[2] https://www.economist.com/graphic-detail/2022/03/19/squashing-malaria-could-save-as-many-lives-as-covid-19-has-taken
[1] https://store.keepmelbournemarvellous.com.au/products/mosquitos-and-flies-killer-trap?utm_source=twitter&utm_medium=mozzie-trap&utm_campaign=mozzie-trap
[1] https://twitter.com/undarkmag/status/1500476512742555649
[1] https://theconversation.com/some-malaria-parasites-are-evading-detection-tests-causing-an-urgent-threat-to-public-health-177258
[1] https://nieuws.marokko.nl/76161/moderna-werkt-aan-vaccins-voor-vijftien-infectieziekten/?utm_source=twitter
[1] https://twitter.com/deusishe/status/1500882555884785672
[1] https://bvgh.org/wp-content/uploads/2022/03/2022-March-Snapshot.pdf
[1] https://twitter.com/allafrica/status/1501286715318751232

Top URLs in Tweet in G8:
[8] https://allafrica.com/view/group/main/main/id/00081401.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Agroup%3Aabqpss
[3] https://www.theatlantic.com/health/archive/2022/03/pandemic-global-south-disease-health-crisis/624179/
[2] https://bohemiaconsortium.org/bohemia-ivermectin-mda-mozambique-malaria/
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DnVWsP0HZDf8&q=EgS4SO-bGOPr3ZAGIhDQx0X-Zj-m9ehHWwIZYBi6MgFy
[2] https://www.who.int/news-room/feature-stories/detail/the-women-tackling-malaria-in-viet-nam-remote-communities
[2] https://allafrica.com/stories/202203080113.html
[2] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-022-04086-w
[2] https://www.nytimes.com/2022/03/14/health/malaria-children-tafenoquine.html
[1] https://www.isglobal.org/es/healthisglobal/-/custom-blog-portlet/objetivo-salvar-la-vida-de-20-millones-de-personas/2999103/0
[1] https://www.nytimes.com/2022/03/14/health/malaria-children-tafenoquine.html?utm_source=STAT+Newsletters&utm_campaign=609c9b702c-MR_COPY_01&utm_medium=email&utm_term=0_8cab1d7961-609c9b702c-151015461

Top URLs in Tweet in G9:
[3] https://news.ucr.edu/articles/2022/03/11/malaria-parasites-survival-linked-two-proteins
[2] https://www.ghtcoalition.org/blog/a-call-to-scale-up-preventive-malaria-treatment-for-pregnant-women-in-sub-saharan-africa
[1] https://www.who.int/news/item/04-03-2022-first-ever-malaria-vaccine-recommendation-now-published-in-a-position-paper-and-in-the-who-guidelines-for-malaria
[1] https://www.youtube.com/watch?v=bT6UJhzfA4Q

[1] https://www.lshtm.ac.uk/newsevents/news/2022/more-malaria-infections-now-found-african-communities-irrigated-rice-fields?utm_source=twitter&utm_medium=bylinetwitterbutton&utm_campaign=More+malaria+infections+now+found+in+African+communities+with+irrigated+rice+fields
[1] https://www.lshtm.ac.uk/study/courses/short-courses/infectious-disease-modelling?utm_source=twitter&utm_medium=social&utm_campaign=short-course&utm_content=infectious-disease-modelling
[1] https://www.who.int/news/item/04-03-2022-first-ever-malaria-vaccine-recommendation-now-published-in-a-position-paper-and-in-the-who-guidelines-for-malaria#.YiZBsqxq8xs.twitter
[1] https://thecommonwealth.org/press-release/commonwealth-and-path-join-forces-advance-health-equity
[1] https://www.ghtcoalition.org/resources-item/healthareas
[1] https://endmalaria.org/node/6756/register

Top URLs in Tweet in G10:
[1] https://twitter.com/mulund_info/status/1503412384072822787

Top Domains
Top Domains in Tweet in Entire Graph:
[88] twitter.com
[31] who.int
[24] youtube.com
[22] nytimes.com
[20] cell.com
[20] mesamalaria.org
[18] biomedcentral.com
[18] nih.gov
[17] ict4dconference.org
[15] allafrica.com

Top Domains in Tweet in G1:
[13] twitter.com
[13] moderntokyotimes.com
[10] blogspot.com
[9] outbreaknewstoday.com
[7] nytimes.com
[6] youtube.com
[5] heise.de
[5] bmj.com
[5] com.pk
[5] vectorcide.com

Top Domains in Tweet in G2:
[14] twitter.com
[4] beatmalaria.org
[3] malarianomore.org
[3] sweden.se
[2] theglobalfight.org
[1] pmi.gov
[1] endmalaria.org
[1] nature.com
[1] uniindia.com
[1] covidcollaborative.us

Top Domains in Tweet in G3:
[20] mesamalaria.org
[15] ict4dconference.org
[12] twitter.com
[12] wwarn.org
[12] biomedcentral.com
[7] iddo.org
[4] webex.com
[3] theconversation.com
[3] youtube.com
[2] nature.com

Top Domains in Tweet in G4:
[19] twitter.com
[6] endmalaria.org
[4] zoom.us
[3] nytimes.com
[3] amazonaws.com
[2] soundcloud.com
[2] who.int
[2] mmv.org
[1] zeromalaria.africa
[1] sciencedirect.com

Top Domains in Tweet in G5:
[17] who.int
[4] outbreaknewstoday.com
[3] twitter.com
[3] physiciansweekly.com
[2] oup.com
[2] youtube.com
[2] nytimes.com
[1] biomedcentral.com
[1] frontiersin.org
[1] exposure.co

Top Domains in Tweet in G6:
[18] cell.com
[15] nih.gov
[9] medicalxpress.com
[5] physiciansweekly.com
[5] sciencedirect.com
[2] twitter.com
[2] nature.com
[2] elsevierhealth.com
[1] biomedcentral.com
[1] plos.org

Top Domains in Tweet in G7:
[10] twitter.com
[3] nytimes.com
[3] linkedin.com
[3] economist.com
[2] com.au
[2] allafrica.com
[2] youtube.com
[2] reddit.com
[2] geopoll.com
[1] theconversation.com

Top Domains in Tweet in G8:
[10] allafrica.com
[4] nytimes.com
[3] theatlantic.com
[2] bohemiaconsortium.org
[2] google.com
[2] who.int
[2] biomedcentral.com
[1] isglobal.org
[1] cismmanhica.org
[1] reuters.com

Top Domains in Tweet in G9:
[3] ucr.edu
[3] ghtcoalition.org
[2] who.int
[2] ac.uk
[1] youtube.com
[1] thecommonwealth.org
[1] endmalaria.org
[1] physiciansweekly.com
[1] path.org

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2101] malaria
[157] fightforwhatcounts
[137] hiv
[126] tb
[96] thebeatcontinues
[94] dengue
[88] powerofmore
[81] meetthetarget
[79] iwd2022
[77] internationalwomensday



Top Hashtags in Tweet in G1:
[551] malaria
[22] dengue
[22] tuberculosis
[18] africa
[18] mosquitoes
[17] aids
[17] hiv
[16] health
[14] kenya
[12] tb

Top Hashtags in Tweet in G2:
[198] malaria
[143] fightforwhatcounts
[89] thebeatcontinues
[80] powerofmore
[76] tb
[73] meetthetarget
[58] hiv
[39] globalweekofaction
[21] bettertogether
[19] thebeatcountinues

Top Hashtags in Tweet in G3:
[319] malaria
[31] genedrive
[26] datamanager
[21] internationalwomensday
[21] breakthebias
[15] ict4d
[13] mesacorrespondents
[12] iwd2022
[12] mesaopportunities
[12] icpvr2022

Top Hashtags in Tweet in G4:
[188] malaria
[28] iwd2022
[25] internationalwomensday
[18] dyk
[15] endmalaria
[9] commonwealth
[8] youth
[7] asiapacific
[7] commonwealthday
[7] breakthebias

Top Hashtags in Tweet in G5:
[112] malaria
[15] anopheles
[15] aedes
[13] hiv
[10] madagascar
[9] dengue
[7] publichealth
[6] endemic
[6] tuberkulose
[6] experts

Top Hashtags in Tweet in G6:
[97] malaria
[25] plasmodium
[16] rbc
[16] protozoan
[8] iwd2022
[7] lipid
[7] metabolism
[7] apicomplexa
[7] toxoplasma
[7] sciart

Top Hashtags in Tweet in G7:
[84] malaria
[10] dengue
[7] mosquito
[6] covid19
[5] hiv
[4] chikungunya
[3] virus
[3] moderna
[3] ebola
[3] internationalwomensday

Top Hashtags in Tweet in G8:
[53] malaria
[19] bohemiaproject
[11] tb
[8] hiv
[8] africa
[6] ivermectin
[5] covid
[4] covid19
[3] endmalaria
[3] innovations

Top Hashtags in Tweet in G9:
[66] malaria
[10] internationalwomensday
[8] tuberculosis
[7] zambia
[6] hiv
[6] covid19
[4] tb
[4] iwd2022
[3] vaccine
[3] child

Top Hashtags in Tweet in G10:
[7] malaria
[6] dengue
[5] chikungunya
[4] larvae
[4] mosquitoes
[2] mumbai
[1] guardianminister
[1] virar

Top Words
Top Words in Tweet in Entire Graph:
[2096] #malaria
[596] malaria
[224] women
[196] health
[195] more
[181] fight
[160] dr
[157] #fightforwhatcounts
[143] first
[140] vaccine

Top Words in Tweet in G1:
[548] #malaria
[202] malaria
[59] take
[43] more
[41] pill
[39] treatment
[35] africa
[34] first
[30] vaccine
[30] health

Top Words in Tweet in G2:
[198] #malaria
[143] #fightforwhatcounts
[98] beatmalaria
[91] call
[89] #thebeatcontinues
[84] globalfund
[80] #powerofmore
[76] #tb
[73] #meetthetarget
[58] #hiv

Top Words in Tweet in G3:
[319] #malaria
[94] malaria
[67] fredros_inc
[56] wwarn
[55] research
[52] health
[51] march
[49] dr
[49] mesamalaria
[45] control

Top Words in Tweet in G4:
[187] #malaria
[71] women
[60] fight
[45] against
[38] more
[37] malaria
[34] alma_2030
[30] risk
[30] world
[28] #iwd2022

Top Words in Tweet in G5:
[112] #malaria
[56] vaccine
[51] malaria
[25] paper
[25] whoafro
[23] use
[22] rts
[22] recommendation
[18] health
[18] recommends

Top Words in Tweet in G6:
[97] #malaria
[39] trendsparasitol
[29] parasites
[25] #plasmodium
[24] review
[22] burnetinstitute
[17] drs
[17] first
[17] 2022
[16] bloodsparasites

Top Words in Tweet in G7:
[84] #malaria
[24] malaria
[10] #dengue
[9] more
[9] treatment
[8] disease
[8] children
[7] #mosquito
[6] people
[6] dr

Top Words in Tweet in G8:
[53] #malaria
[20] isglobalorg
[19] #bohemiaproject
[19] drug
[15] unitaid
[14] funded
[13] malaria
[12] 1st
[11] mass
[11] administration

Top Words in Tweet in G9:
[65] #malaria
[29] research
[25] lshtm
[24] rice
[22] prevalence
[22] villages
[21] higher
[21] african
[21] irrigated
[21] fields

Top Words in Tweet in G10:
[7] #malaria
[6] #dengue
[5] #chikungunya
[4] gutter
[4] guppi
[4] fish
[4] seen
[4] use
[4] eat
[4] #larvae

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[99] #tb,#malaria
[82] #fightforwhatcounts,#powerofmore
[82] #powerofmore,#thebeatcontinues
[75] fight,against
[73] #hiv,#tb
[67] #malaria,parasites
[62] against,#malaria
[60] #dengue,#malaria
[58] #malaria,vaccine
[45] malaria,vaccine

Top Word Pairs in Tweet in G1:
[41] take,#malaria
[41] #malaria,pill
[25] forget,take
[21] #tuberculosis,#malaria
[18] #malaria,vaccine
[18] covid,19
[16] remember,take
[16] pill,hope
[14] #dengue,#malaria
[14] first,approval

Top Word Pairs in Tweet in G2:
[75] #fightforwhatcounts,#powerofmore
[75] #powerofmore,#thebeatcontinues
[63] #tb,#malaria
[47] #hiv,#tb
[38] #thebeatcontinues,#meetthetarget
[33] yhag20,call
[31] #meetthetarget,18b
[31] joined,#globalweekofaction
[30] nothing,nets
[28] united,beat

Top Word Pairs in Tweet in G3:
[29] #malaria,parasites
[27] #malaria,control
[27] study,bmcmedicine
[26] dr,lina
[26] looking,#datamanager
[26] save,date
[25] lina,finda
[23] ifakarahealth,dr
[23] individual,patient
[23] patient,data

Top Word Pairs in Tweet in G4:
[35] fight,against
[31] against,#malaria
[21] pregnant,women
[18] risk,#malaria
[13] endmalaria,#dyk
[11] #dyk,pregnant
[11] women,increased
[11] increased,risk
[11] #malaria,illness
[11] illness,severe

Top Word Pairs in Tweet in G5:
[29] #malaria,vaccine
[18] paper,rts
[18] rts,#malaria
[18] vaccine,recommendation
[18] recommendation,recommends
[18] recommends,wider
[18] wider,use
[18] use,vaccine
[18] vaccine,reduce
[18] reduce,malaria

Top Word Pairs in Tweet in G6:
[17] #malaria,parasites
[16] 2022,apr
[16] apr,issue
[16] issue,reviews
[16] reviews,#rbc
[16] #rbc,membrane
[16] membrane,biomechanics
[16] biomechanics,#plasmodium
[16] #plasmodium,invasion
[16] invasion,#protozoan

Top Word Pairs in Tweet in G7:
[3] #dengue,#malaria
[3] #tb,#malaria
[3] treatment,#malaria
[3] #malaria,treatment
[2] malaria,parasites
[2] parasites,evading
[2] evading,detection
[2] treat,#malaria
[2] #epidemics,#pandemic_dynamics
[2] #pandemic_dynamics,#lead

Top Word Pairs in Tweet in G8:
[14] unitaid,funded
[12] funded,#bohemiaproject
[10] 1st,round
[10] round,mass
[10] parasites,evading
[10] evading,detection
[10] detection,tests
[8] mass,drug
[8] drug,administration
[8] fight,#malaria

Top Word Pairs in Tweet in G9:
[21] #malaria,prevalence
[21] prevalence,higher
[21] higher,african
[21] african,villages
[21] villages,irrigated
[21] irrigated,rice
[21] rice,fields
[21] fields,research
[21] research,appears
[21] appears,reverse

Top Word Pairs in Tweet in G10:
[6] #dengue,#malaria
[5] #malaria,#chikungunya
[4] gutter,guppi
[4] guppi,fish
[4] fish,seen
[4] seen,use
[4] use,eat
[4] eat,#larvae
[4] #larvae,#dengue
[4] #chikungunya,#mosquitoes

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@globalfund
@who
@beatmalaria
@fredros_inc
@mesamalaria
@endmalaria
@alma_2030
@wwarn
@trendsparasitol
@unfoundation

Top Mentioned in G1:
@globalfund
@mesamalaria
@malariareminder
@h7ral
@bbbrieger
@who
@endmalaria
@beatmalaria
@_africanunion
@wwarn

Top Mentioned in G2:
@globalfund
@beatmalaria
@unfoundation
@gfan_africa
@potus
@yhag20
@emmanuelmacron
@peterasands
@annesophieave
@pmigov

Top Mentioned in G3:
@fredros_inc
@mesamalaria
@wwarn
@iddonews
@ifakarahealth
@bmcmedicine
@fidocklab
@meraindiaicmr
@gene_convene
@afribioinfonet

Top Mentioned in G4:
@alma_2030
@endmalaria
@tgagovau
@medsformalaria
@gsk
@aplma_malaria
@globalvectorhub
@who
@dourahsante
@obetaodinaka

Top Mentioned in G5:
@who
@whoafro
@lucyfermon
@mesamalaria
@chantalbritt
@theglobalfight
@globalfund
@malarianomore
@cerrj
@chriscollinsgva

Top Mentioned in G6:
@trendsparasitol
@bloodsparasites
@burnetinstitute
@cortesmalaria
@merrynroe
@plospathogens
@apicolipid
@mlopez_perez
@thoreyjonsdott1
@medical_xpress

Top Mentioned in G7:
@sixandlaura
@medmastery

Top Mentioned in G8:
@isglobalorg
@unitaid
@manhica_cism
@allafrica
@epicentre_msf
@franciscosaute
@nytimes
@malariajournal
@who
@nasadoc

Top Mentioned in G9:
@lshtm
@pathmalaria
@pathtweets
@mentor_hq
@heatherignatius
@ghtcoalition
@astmh
@ucr_sciencenews
@ucriverside
@ucrcnas

Top Mentioned in G10:
@ashwinivaishnaw
@abbaschatriwala
@i
@mybmcwardb
@mybmcswm
@petition_group
@aadarshmumbaicg
@kamlakar_shenoy
@mumbadevipraja
@dongriexpress

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@tradermarcocost
@cyberanonymous
@kat4obama
@adehcarvalhoo
@thehill
@cnnnews18
@reuters
@business
@guardian

Top Tweeters in G1:
@tradermarcocost
@adehcarvalhoo
@cnnnews18
@deepestpurple81
@yazdjbilimoria
@elconfidencial
@bagaluesunab
@sparkiebaby
@eddiotos
@news18dotcom

Top Tweeters in G2:
@kat4obama
@paolo_r_2012
@gil00006
@magarya
@bquest_shipsco_
@starcolombo
@pitrko
@uniindianews
@jyotsna2964
@ingrx

Top Tweeters in G3:
@republic
@forgerat
@botfemale
@die_primel
@unclemohamz
@markderiz
@1960_rani
@compchembiobot
@infectiousdz
@onguma38

Top Tweeters in G4:
@tzdiscovery
@henshawkate
@shab302611
@profjameslogan
@drfyne
@ssenda_
@iamesthern
@biomedcentral
@rossb82
@nwokochasmithc

Top Tweeters in G5:
@sweetcookiesme
@stutterloudly
@skatiq3
@molacc
@artemalvac
@globalphobserv
@who
@equityhealthdev
@ghia1212
@rootsmessenger

Top Tweeters in G6:
@bittereslachen
@joneshowdareyou
@margarethollin1
@drjudystone
@physorg_health
@evidencerobot
@b0tsci
@physorg_com
@cath_oco
@ranchuayua

Top Tweeters in G7:
@gezgintrk
@ians_india
@bewickwren
@world_news_ja
@ar3ooo0e_dx_vhf
@divyesh63
@realchirayu11
@marokko
@sixandlaura
@lupieteacher

Top Tweeters in G8:
@thehill
@reuters
@business
@guardian
@trigorosa
@nytimes
@washingtonpost
@cnn
@allafrica
@ap

Top Tweeters in G9:
@mpendaraha18
@lakergrrrl
@monitor_ph
@etym_dub
@odeshiye
@owenmp
@cgiar
@flygirlnhm
@xxy07255392
@debisiaraba

Top Tweeters in G10:
@bdutt
@irctcofficial
@drmmumbaicr
@drmbct
@abhisar_sharma
@luftstretkrafte
@mybmc
@ravishndtv
@tms190
@ranaayyub


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