Malaria, Twitter, 9/3/2021 3:36:19 PM, 261029


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Malaria_2021-09-03_08-12-55.xlsx
Malaria_2021-09-03_08-12-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 03, 2021
Short Description:
Malaria via NodeXL https://bit.ly/3kROYwf
@tobenna__
@tunde_od
@forever_rayyan
@zeromalaria
@targetmalaria
@chelseafcblogs_
@enii_oluwa
@lama_marcel
@thedopejayy
@ghc_iheid

Top hashtags:
#malaria
#covid19
#44440
#44440
#efemérides
#dengue
#endmalaria
#venezuela
#hiv

Description:
Description
The graph represents a network of 9,432 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 Friday, 03 September 2021 at 15:20 UTC.

The requested start date was Friday, 03 September 2021 at 09:25 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 2-day, 13-hour, 5-minute period from Tuesday, 31 August 2021 at 20:18 UTC to Friday, 03 September 2021 at 09:23 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 : 9432
Unique Edges : 4688
Edges With Duplicates : 10978
Total Edges : 15666
Number of Edge Types : 5
Retweet : 5090
MentionsInRetweet : 5883
Tweet : 1172
Mentions : 2183
Replies to : 1338
Self-Loops : 1210
Reciprocated Vertex Pair Ratio : 0.0135104450499546
Reciprocated Edge Ratio : 0.0266606922818416
Connected Components : 1753
Single-Vertex Connected Components : 572
Maximum Vertices in a Connected Component : 2982
Maximum Edges in a Connected Component : 6729
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.114609
Graph Density : 0.000100356151356547
Modularity : 0.579414
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 9,432 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 Friday, 03 September 2021 at 15:20 UTC.

The requested start date was Friday, 03 September 2021 at 09:25 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 2-day, 13-hour, 5-minute period from Tuesday, 31 August 2021 at 20:18 UTC to Friday, 03 September 2021 at 09:23 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:
[23] https://timesofindia.indiatimes.com/india/jnu-bhu-research-could-help-beat-drug-resistant-tb-malaria/articleshow/80296278.cms?__twitter_impression=true
[20] https://www.deccanherald.com/amp/national/jnu-biologists-blaze-a-trail-in-malaria-fight-to-find-a-novel-therapy-878816.html?__twitter_impression=true
[14] https://www.forbes.com/sites/judystone/2015/10/27/nobel-prize-winning-drug-ivermectin-may-fight-malaria/
[9] https://careers-chai.icims.com/jobs/11316/malaria-associate%2c-vector-control/job?iis=Social+Networks&iieid=pt16304015872027fb4f
[8] https://theconversation.com/genetically-changed-mosquitoes-could-transform-africas-long-fight-against-malaria-166514
[8] https://elpais.com/planeta-futuro/2021-09-01/uganda-diagnostica-casos-la-malaria-usando-solo-un-telefono-movil.html
[8] https://www.nobelprize.org/prizes/medicine/2015/press-release/
[8] https://www.gatesfoundation.org/about/committed-grants/2017/10/opp1180249
[8] https://twitter.com/Egyriba1/status/1433452340669988869
[8] 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

Top URLs in Tweet in G1:
[1] https://twitter.com/ogechiokoye7/status/1432826379293315074

Top URLs in Tweet in G2:
[1] https://twitter.com/elpresidentey/status/1433349892773195779
[1] https://twitter.com/tunde_od/status/1432772207718109188
[1] https://twitter.com/Egyriba1/status/1433452340669988869
[1] https://www.againstmalaria.com/newsitem.aspx?newsitem=AMF-agrees-to-fund-8.1-million-nets-for-distribution-in-Nigeria-in-early-2022
[1] https://ayudaefectiva.org/against-malaria-foundation

Top URLs in Tweet in G3:
[6] https://twitter.com/Egyriba1/status/1433452340669988869
[4] https://www.newsweek.com/ivermectin-nobel-prize-winning-drug-parasitic-diseases-could-also-control-387781
[3] https://twitter.com/fucconfafa/status/1432303644683218944
[3] https://allafrica.com/stories/202108310608.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://platformnewsht.com/jeremie-seisme-une-epidemie-de-malaria-declaree-a-marfranc-2/
[3] https://platformnewsht.com/jeremie-seisme-une-epidemie-de-malaria-declaree-a-marfranc/
[3] https://www.ucanews.com/news/caritas-pakistan-launches-disease-awareness-drive/93974
[3] https://malariaworld.org/blog/how-pakistan-has-kept-its-fight-against-malaria-amid-covid-19-pandemic
[2] https://www.nobelprize.org/prizes/medicine/2015/press-release/
[2] https://www.globaldiasporanews.com/kenya-steps-up-war-against-malaria/

Top URLs in Tweet in G4:
[1] https://twitter.com/Medarksid/status/1432253467658174466

Top URLs in Tweet in G5:
[9] https://careers-chai.icims.com/jobs/11316/malaria-associate%2c-vector-control/job?iis=Social+Networks&iieid=pt16304015872027fb4f
[7] https://elpais.com/planeta-futuro/2021-09-01/uganda-diagnostica-casos-la-malaria-usando-solo-un-telefono-movil.html
[4] https://theconversation.com/genetically-changed-mosquitoes-could-transform-africas-long-fight-against-malaria-166514
[4] https://elpais.com/planeta-futuro/2021-09-01/uganda-diagnostica-casos-la-malaria-usando-solo-un-telefono-movil.html?ssm=TW_CC
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa2026330?cookieSet=1
[2] https://theconversation.com/how-we-used-smartphones-to-test-for-malaria-lessons-from-uganda-165413
[2] https://rethinkingmalaria.org
[2] https://www.isglobal.org/en/healthisglobal/-/custom-blog-portlet/innovacion-tecnologica-un-actor-clave-contra-la-malaria/7393425/0
[2] https://www.sciencedirect.com/science/article/abs/pii/S0065308X21000300
[2] https://twitter.com/MalariaWorld/status/1433463990877921287

Top URLs in Tweet in G6:
[8] https://www.gatesfoundation.org/about/committed-grants/2017/10/opp1180249
[1] https://news.mit.edu/2018/new-drug-capsule-may-allow-weekly-hiv-treatment-0109

Top URLs in Tweet in G7:
[5] https://chimpreports.com/museveni-to-launch-decisive-war-against-malaria-amidst-covid19-pandemic/
[4] https://kampalapost.com/content/museveni-harvard-ugandas-new-campaign-against-malaria-will-focus-elimination
[4] https://rethinkingmalaria.org/
[3] https://www.airbnb.com/
[1] https://nrm.ug/news/museveni-launch-decisive-war-against-malaria-amidst-covid19-pandemic
[1] https://twitter.com/RichardKabanda2/status/1432400001301454853
[1] https://twitter.com/UgandaRedCross/status/1433039761875390471
[1] https://twitter.com/usmissionuganda/status/1433678687623426056
[1] https://yowerikmuseveni.com/museveni-launch-decisive-war-against-malaria-amidst-covid19-pandemic
[1] https://www.lshtm.ac.uk/newsevents/news/2021/severe-malaria-among-young-african-children-dramatically-reduced-through

Top URLs in Tweet in G9:
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(18)32321-3/fulltext
[1] https://msdresponsibility.com/access-to-health/affordability/mectizan-donation-program/
[1] https://www.iherb.com/pr/nutricology-artemisinin-90-vegetarian-capsules/4389
[1] https://www.ajtmh.org/view/journals/tpmd/102/2_Suppl/article-p3.xml

Top Domains
Top Domains in Tweet in Entire Graph:
[211] twitter.com
[26] forbes.com
[24] indiatimes.com
[23] youtube.com
[22] nih.gov
[20] deccanherald.com
[18] allafrica.com
[14] elpais.com
[11] theconversation.com
[10] msf.org

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] againstmalaria.com
[1] ayudaefectiva.org

Top Domains in Tweet in G3:
[120] twitter.com
[6] platformnewsht.com
[5] nih.gov
[5] forbes.com
[4] allafrica.com
[4] nobelprize.org
[4] theguardian.com
[4] newsweek.com
[3] youtube.com
[3] co.uk

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[12] elpais.com
[11] twitter.com
[10] youtube.com
[9] icims.com
[7] theconversation.com
[4] nejm.org
[4] zoom.us
[3] rethinkingmalaria.org
[3] isglobal.org
[2] linkedin.com

Top Domains in Tweet in G6:
[8] gatesfoundation.org
[1] mit.edu

Top Domains in Tweet in G7:
[5] chimpreports.com
[5] rethinkingmalaria.org
[4] kampalapost.com
[3] twitter.com
[3] airbnb.com
[1] nrm.ug
[1] yowerikmuseveni.com
[1] ac.uk
[1] constantcontact.com
[1] ac.ug

Top Domains in Tweet in G9:
[1] thelancet.com
[1] msdresponsibility.com
[1] iherb.com
[1] ajtmh.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[379] malaria
[102] covid19
[80] 44440
[75] 44440
[58] efemérides
[55] dengue
[28] endmalaria
[26] venezuela
[24] hiv
[24] venezuelaproductiva



Top Hashtags in Tweet in G3:
[42] malaria
[12] dengue
[9] covid19
[7] pakistan
[7] 9/1/2021 12:00:00 AM
[5] 9/1/2021 12:00:00 AM
[4] chikungunya
[4] efemérides
[4] endmalaria
[3] healthcare

Top Hashtags in Tweet in G5:
[111] malaria
[19] endmalaria
[16] mosquito
[11] genedrive
[9] tbvaccine
[9] ouagadougou
[9] job
[8] plasmodium
[6] enportada
[6] transgénero

Top Hashtags in Tweet in G7:
[44] covid19
[18] malaria
[12] ugmoving4wd
[7] uganda
[7] chimpreportsnews
[4] health
[3] hiv
[2] buildug2gether
[1] harvarduniversity
[1] news

Top Words
Top Words in Tweet in Entire Graph:
[6423] malaria
[2261] take
[2162] don
[1197] drugs
[1080] tobenna__
[1052] milk
[1051] alabukun
[1051] coke
[1051] contraceptive
[1051] ciprofloxacin

Top Words in Tweet in G1:
[2007] take
[2006] don
[1039] malaria
[1029] tobenna__
[1005] drugs
[1003] milk
[1002] alabukun
[1002] coke
[1002] contraceptive
[1002] ciprofloxacin

Top Words in Tweet in G2:
[906] malaria
[866] tunde_od
[822] makoko
[809] child
[805] morning
[804] fell
[804] sick
[789] died
[788] lost
[788] chess

Top Words in Tweet in G3:
[592] malaria
[80] covid
[46] ivermectin
[42] #malaria
[36] vaccine
[36] 19
[34] drug
[27] take
[26] horse
[26] medicine

Top Words in Tweet in G4:
[906] ai
[302] souviens
[302] jour
[302] eu
[302] malaria
[302] vomis
[302] pendant
[302] 48h
[302] mon
[302] ventre

Top Words in Tweet in G5:
[220] malaria
[111] #malaria
[48] control
[32] join
[30] fredros_inc
[30] postdoc
[25] tb
[24] against
[23] great
[22] mosquitoes

Top Words in Tweet in G6:
[182] ivermectin
[177] scuba2024
[122] effective
[121] today
[121] learned
[121] cdc
[121] recommends
[121] refugee
[121] against
[121] breast

Top Words in Tweet in G7:
[158] malaria
[95] against
[92] war
[92] kagutamuseveni
[88] launch
[69] full
[59] pandemic
[58] amidst
[55] president
[50] need

Top Words in Tweet in G8:
[150] malaria
[121] fever
[98] mosquito
[71] baby
[71] menses
[71] finally
[71] came
[71] statement
[71] alone
[71] cure

Top Words in Tweet in G9:
[136] used
[77] malaria
[72] ivermectin
[70] years
[69] drug
[69] africa
[68] speaksangie
[67] common
[67] treat
[67] inflammatory

Top Words in Tweet in G10:
[127] someone
[126] called
[126] suicidal
[126] one
[126] checks
[126] crying
[126] funny
[126] enough
[125] thedopejayy
[13] malaria

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2109] don,take
[1118] malaria,drugs
[1085] take,malaria
[1051] alabukun,coke
[1051] coke,contraceptive
[1051] contraceptive,don
[1051] take,ciprofloxacin
[1051] ciprofloxacin,milk
[1051] milk,don
[1049] tobenna__,alabukun

Top Word Pairs in Tweet in G1:
[2005] don,take
[1004] malaria,drugs
[1002] alabukun,coke
[1002] coke,contraceptive
[1002] contraceptive,don
[1002] take,ciprofloxacin
[1002] ciprofloxacin,milk
[1002] milk,don
[1002] take,malaria
[1001] tobenna__,alabukun

Top Word Pairs in Tweet in G2:
[804] malaria,fell
[804] fell,sick
[788] lost,child
[788] child,chess
[788] chess,academy
[788] academy,makoko
[788] makoko,last
[788] last,week
[788] week,malaria
[788] sick,saturday

Top Word Pairs in Tweet in G3:
[33] covid,19
[19] nobel,prize
[18] against,malaria
[17] arnoldo,gabaldón
[16] malaria,vaccine
[13] horse,dewormer
[12] malaria,drug
[12] treat,malaria
[12] malaria,medicine
[12] contra,malaria

Top Word Pairs in Tweet in G4:
[302] souviens,jour
[302] jour,ai
[302] ai,eu
[302] eu,malaria
[302] malaria,ai
[302] ai,vomis
[302] vomis,pendant
[302] pendant,48h
[302] 48h,mon
[302] mon,ventre

Top Word Pairs in Tweet in G5:
[19] looking,postdoc
[18] #malaria,control
[16] really,very
[16] very,little
[16] little,justification
[16] justification,left
[16] left,continue
[16] continue,adding
[16] adding,pyrethroids
[16] pyrethroids,onto

Top Word Pairs in Tweet in G6:
[121] today,learned
[121] learned,ivermectin
[121] ivermectin,cdc
[121] cdc,recommends
[121] recommends,refugee
[121] refugee,effective
[121] effective,against
[121] against,breast
[121] breast,cancer
[120] scuba2024,today

Top Word Pairs in Tweet in G7:
[85] war,against
[69] launch,full
[69] full,war
[64] against,malaria
[58] malaria,amidst
[50] need,study
[49] study,data
[44] #covid19,pandemic
[43] amidst,#covid19
[39] lindahnabusayi,kagutamuseveni

Top Word Pairs in Tweet in G8:
[121] malaria,fever
[71] baby,menses
[71] menses,finally
[71] finally,came
[71] came,statement
[71] statement,alone
[71] alone,cure
[71] cure,malaria
[71] fever,catarrh
[71] catarrh,high

Top Word Pairs in Tweet in G9:
[68] used,africa
[67] ivermectin,common
[67] common,drug
[67] drug,used
[67] africa,treat
[67] treat,malaria
[67] malaria,inflammatory
[67] inflammatory,conditions
[67] conditions,mum
[67] mum,used

Top Word Pairs in Tweet in G10:
[126] called,someone
[126] someone,suicidal
[126] suicidal,one
[126] one,checks
[126] checks,crying
[126] crying,funny
[126] funny,enough
[125] thedopejayy,called
[8] don,take
[7] tunde_od,lost

Top Replied-To
Top Replied-To in Entire Graph:
@malaria_tv
@egyriba1
@timcast
@npr
@bogbadamosi
@tunde_od
@thr
@stonekettle
@ansgartodinson
@msnbc

Top Replied-To in G1:
@ashabi_dorling
@yusuf_sheeko
@takeitinside
@sugarbutter_jay
@davidsandow
@traviemiles_
@tobenna__

Top Replied-To in G2:
@tunde_od
@elpresidentey
@de_paragon1

Top Replied-To in G5:
@foxnews
@us_fda
@cs4meglobal
@realomosexy
@grandalchemyos
@jack
@brianbtarimo
@urcchs
@usaidcambodia
@fredros_inc

Top Replied-To in G6:
@msnbc
@kate345scot
@md_mithra00
@scuba2024
@_jaxjoe
@bingebob2
@kirkralphb
@proudpenna

Top Replied-To in G7:
@statehouseug
@usmissionuganda
@lindahnabusayi

Top Replied-To in G8:
@akosua_amoabea
@thenanapoku
@son_of_juliet

Top Replied-To in G9:
@speaksangie
@letusunitehere
@lilrdvet2
@lettingfocus
@fynnderella1
@veryvirology

Top Replied-To in G10:
@socialmediajnky

Top Mentioned
Top Mentioned in Entire Graph:
@tobenna__
@tunde_od
@fucconfafa
@scuba2024
@thedopejayy
@chelseafcblogs_
@kagutamuseveni
@evandawson
@bencircuite
@speaksangie

Top Mentioned in G1:
@tobenna__
@slaymama_69
@phran6hudor
@drizzy_ace

Top Mentioned in G2:
@tunde_od
@tobenna__
@aar_thom
@timonthestoop
@againstmalaria
@joeyakan
@wellahealth
@cchukudebelu
@aproko_doctor
@ojuolaape

Top Mentioned in G3:
@blackunitenow
@truthandvalues
@adilibertador3
@hamishmacdona18
@medmastery
@allottetv
@suk_pccs
@loksattalive
@devinedissident
@sharic1961

Top Mentioned in G4:
@fucconfafa

Top Mentioned in G5:
@fredros_inc
@pmigov
@isglobalorg
@cortesmalaria
@tc_africa
@jessmbryant
@hakimimohameda1
@jobsvector
@m_millerman

Top Mentioned in G6:
@scuba2024
@realtompappert
@msnbc
@proudpenna
@conservativeind
@krysx7
@zeeshanaleem
@carbo0217
@farbridgexbt
@sempnotsimp

Top Mentioned in G7:
@kagutamuseveni
@lindahnabusayi
@maksph
@nrmonline
@akampa_joel
@mutebirichard18
@minofhealthug
@statehouseug
@harvardmalaria

Top Mentioned in G8:
@bencircuite
@thenanapoku
@___ethel_
@chelseafcblogs_
@dzifaperry
@gyimiesexiest

Top Mentioned in G9:
@speaksangie
@veryvirology
@jayaf1980
@randpaul
@scuba2024
@noblarting
@denutrients
@letusunitehere
@parsifaler
@fynnderella1

Top Mentioned in G10:
@thedopejayy
@tunde_od
@tobenna__

Top Tweeters
Top Tweeters in Entire Graph:
@federicoalves
@telesurtv
@1denmadrid
@femtech_
@esterlinalanzi
@independent
@_redfrog
@cipherequality
@globalissuesweb
@vtvcanal8

Top Tweeters in G1:
@jayromee_
@tossin_o
@badmansaks
@lulu_graezinski
@holawhunmee
@theakwaibomite
@iraroiruoigbide
@iamswaga01
@drizzy_ace
@slaymama_69

Top Tweeters in G2:
@dejokecarew
@simplemacsmith
@aschiwassayin
@postinortwo
@nerdy_dami
@fancy_temi
@unclebeeola
@klassicbam
@valsyl
@funanyachukwu

Top Tweeters in G3:
@federicoalves
@courtneehendrix
@mmda
@ptcruiserusa
@jawapos
@jpnncom
@kompasiana
@blackphysicists
@lifematician
@jchapman1729

Top Tweeters in G4:
@_mazeuw
@gstylecarter
@sadmanparad
@wsmorant
@sims_templar
@junecudi
@joelroscoe
@beneeee9
@fabulances
@myrouchette

Top Tweeters in G5:
@gekilda
@trigorosa
@el_pais
@southerngemgal
@foxnews
@tweetingsourav
@socjocrec
@forever_rayyan
@editaola
@xemagil

Top Tweeters in G6:
@jimpolk
@sweetfreedom29
@1catherinesiena
@kaci1951
@sandricsak
@lclynick
@realmajordan
@tedcornwell
@tex_968
@jamesma96163439

Top Tweeters in G7:
@viralvideovlogs
@sustaintrends
@corona_ssyt
@monitor_ph
@ma_loj
@chimpreports
@jshmugisha
@keithug256
@akmartos1
@ykyabalongo

Top Tweeters in G8:
@xolanixnkosi
@okwasiabinti
@brasilvagh
@ilatif_
@korsogyimi
@wo__gyimieno
@broken_heart490
@__steeze1
@tonightoriginal
@jayevergreen22

Top Tweeters in G9:
@lizditz
@lilrdvet2
@jevaughn_brown
@denutrients
@df2727
@wjack76995
@lizpere75
@kevinkautzman
@mcfunny
@wendyorent

Top Tweeters in G10:
@tegadeyforyou
@omokiikan
@iamluhmie
@bigman_xander
@iamtejumorlah
@folyjay
@tife_fabunmi
@ackah_albertino
@ohiszns
@itsrexafia


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