Malaria, Twitter, 11/25/2022 6:10:52 PM, 284961


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Malaria_2022-11-25_07-09-41.xlsx
Malaria_2022-11-25_07-09-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2022
Short Description:
Malaria via NodeXL https://bit.ly/3GLnogJ
@who
@globalfund
@bloodsparasites
@globalvectorhub
@targetmalaria
@medsformalaria
@emollick
@wintadg
@sebgorka
@shailjasingh75

Top hashtags:
#malaria
#thegrimadventuresofbillyandmandy
#cartoonnetwork
#90sanimestyle
#dengue

Description:
Description
The graph represents a network of 9,583 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, 25 November 2022 at 15:17 UTC.

The requested start date was Friday, 25 November 2022 at 01:01 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 4-day, 14-hour, 27-minute period from Sunday, 20 November 2022 at 10:33 UTC to Friday, 25 November 2022 at 01:00 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 : 9583
Unique Edges : 6016
Edges With Duplicates : 9265
Total Edges : 15281
Number of Edge Types : 5
Tweet : 1660
Retweet : 3868
MentionsInRetweet : 4708
Replies to : 2017
Mentions : 3028
Self-Loops : 1718
Reciprocated Vertex Pair Ratio : 0.0191649555099247
Reciprocated Edge Ratio : 0.0376091336467428
Connected Components : 2241
Single-Vertex Connected Components : 856
Maximum Vertices in a Connected Component : 1288
Maximum Edges in a Connected Component : 3202
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.662323
Graph Density : 9.72945006521476E-05
Modularity : 0.608564
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 9,583 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, 25 November 2022 at 15:17 UTC.

The requested start date was Friday, 25 November 2022 at 01:01 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 4-day, 14-hour, 27-minute period from Sunday, 20 November 2022 at 10:33 UTC to Friday, 25 November 2022 at 01:00 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:
[9] https://www.theguardian.com/global-development/2022/nov/21/sudan-dengue-malaria-outbreak-floods-global-heating?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1669016604
[7] https://www.theguardian.com/global-development/2022/nov/21/sudan-dengue-malaria-outbreak-floods-global-heating?CMP=share_btn_tw
[6] https://www.theguardian.com/global-development/2022/nov/21/sudan-dengue-malaria-outbreak-floods-global-heating?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1669015629
[4] https://www.theguardian.com/global-development/2022/nov/21/sudan-dengue-malaria-outbreak-floods-global-heating?utm_term=Autofeed&CMP=soc_568&utm_medium=Social&utm_source=Twitter#Echobox=1669016511
[4] https://www.theghanareport.com/ghana-to-expand-malaria-vaccine-implementation-from-december-2022/
[4] https://www.news9live.com/health/jnu-scientists-reposition-anti-hepatitis-drug-to-treat-malaria-professor-shailja-singh-says-could-be-game-changer-208496
[3] https://www.theguardian.com/global-development/2022/nov/21/sudan-dengue-malaria-outbreak-floods-global-heating?CMP=Share_iOSApp_Other
[3] https://www.theguardian.com/global-development/2022/nov/21/sudan-dengue-malaria-outbreak-floods-global-heating
[3] https://www.theguardian.com/global-development/2022/nov/21/sudan-dengue-malaria-outbreak-floods-global-heating?CMP=twt_a-global-development_b-gdndevelopment
[3] https://www.herald.co.zw/drug-resistance-can-reverse-hiv-tb-and-malaria-gains/

Top URLs in Tweet in G1:
[5] https://www.theguardian.com/global-development/2022/nov/21/sudan-dengue-malaria-outbreak-floods-global-heating?CMP=share_btn_tw
[3] https://www.theguardian.com/global-development/2022/nov/21/sudan-dengue-malaria-outbreak-floods-global-heating?CMP=twt_a-global-development_b-gdndevelopment
[2] https://jamaica.loopnews.com/content/health-department-rapped-delayed-disclosure-malaria-case
[1] https://www.malariavaccine.org/malaria-and-vaccines/vaccine-development/life-cycle-malaria-parasite
[1] https://www.pontoevirgula.news/noticia/21298/humberto-costa-avalia-revogar-uso-de-cloroquina-para-tratar-covid
[1] https://beritamanado.com/kota-kotamobagu-berhasil-pertahankan-status-eliminasi-malaria/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-03332-0
[1] https://propakistani.pk/2022/11/19/malaria-outbreak-pakistan-orders-mosquito-nets-from-india-turning-blind-eye-to-local-options-opinion/
[1] https://www.delabahia.com.ar/advierten-que-hay-mas-muertes-por-resistencia-antimicrobiana-que-por-enfermedades-como-sida-o-malaria/
[1] http://www.medicinesinpregnancy.org/Medicine--pregnancy/Chloroquine/

Top URLs in Tweet in G2:
[4] https://www.news9live.com/health/jnu-scientists-reposition-anti-hepatitis-drug-to-treat-malaria-professor-shailja-singh-says-could-be-game-changer-208496
[2] https://www.amazon.com/STORY-ABOUT-MALARIA-ACHIEVING-ZERO-MALARIA-ebook/dp/B0BC9B282P/ref=sr_1_1?crid=39OQPVK0FWN70&keywords=the+story+about+malaria+by+david+owoeye&qid=1666854798&qu=eyJxc2MiOiItMC4wMSIsInFzYSI6IjAuMDAiLCJxc3AiOiIwLjAwIn0%3D&sprefix=the+story+about+malaria+by+david+owoeye%2Caps%2C674&sr=8-1
[2] https://www.canada.ca/en/global-affairs/news/2022/09/canada-announces-a-121-billion-contribution-to-fight-hivaids-tuberculosis-and-malaria-and-additional-support-to-mitigate-the-impact-of-covid-19.html
[2] https://www.nejm.org/doi/full/10.1056/NEJMoa2206966?cookieSet=1
[1] https://external-careers.jobs.unsw.edu.au/cw/en/job/513240/postdoctoral-fellow-molecular-parasitology
[1] https://bit.ly/3fKsjUg
[1] https://sso.m3medical.com/oauth/auth?access_type=online&response_type=code&redirect_uri=https%3A%2F%2Fnews.doctors.net.uk%2Fapi%2Fauth%2Fhard%2Fcallback%3Fredirect_uri%3Dhttps%253A%252F%252Fnews.doctors.net.uk%252Fnews%252FRMIGMH9bmFvNE5qst08OB&client_id=522d8b6f-041e-483b-ad14-4d26f17b0bca
[1] https://www.nih.gov/news-events/news-releases/monoclonal-antibody-prevents-malaria-infection-african-adults
[1] https://twitter.com/UNYPA1/status/1594341948969582595
[1] https://twitter.com/ARanganathan72/status/1592723726436798469

Top URLs in Tweet in G9:
[1] https://www.gatesfoundation.org/ideas/media-center/press-releases/2005/10/gates-foundation-commits-2583-million-for-malaria-research
[1] https://www.cdc.gov/antibiotic-use/do-and-dont.html
[1] https://www.ajtmh.org/view/journals/tpmd/104/1/article-p26.xml

Top Domains
Top Domains in Tweet in Entire Graph:
[248] twitter.com
[138] theguardian.com
[31] history.it
[26] nih.gov
[20] contextoganadero.com
[20] youtube.com
[19] redvoicemedia.com
[16] elpais.com
[14] wired.jp
[13] google.com

Top Domains in Tweet in G1:
[122] twitter.com
[39] theguardian.com
[16] contextoganadero.com
[8] rohitchouhan.com
[5] doi.org
[5] com.br
[4] co.uk
[4] aplitrak.com
[4] construyenpais.com
[3] amazon.com

Top Domains in Tweet in G2:
[16] twitter.com
[11] medicalxpress.com
[11] news9live.com
[7] who.int
[6] theguardian.com
[6] linkedin.com
[5] nejm.org
[5] co.ug
[5] google.com
[4] bit.ly

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] worldlifeexpectancy.com

Top Domains in Tweet in G8:
[3] sangerinstitute.blog
[3] malariagen.net
[2] list-manage.com
[1] google.com
[1] twitter.com

Top Domains in Tweet in G9:
[2] cdc.gov
[1] medlineplus.gov
[1] gatesfoundation.org
[1] ajtmh.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[656] malaria
[166] thegrimadventuresofbillyandmandy
[166] cartoonnetwork
[166] 90sanimestyle
[68] dengue
[50] resistenciaantibiotica
[46] worldchildrensday
[45] damanmovie
[39] hiv
[38] climatechange



Top Hashtags in Tweet in G1:
[69] malaria
[15] dengue
[8] health
[7] fifaworldcup
[6] healthcare
[6] mumbai
[6] covid19
[5] news
[5] mosquito
[5] tuberculosis

Top Hashtags in Tweet in G2:
[180] malaria
[37] worldchildrensday
[23] africayouthmonth
[22] endmalaria
[19] dengue
[18] climatechange
[17] hiv
[16] pressrelease
[15] covid19
[14] tb

Top Hashtags in Tweet in G4:
[166] thegrimadventuresofbillyandmandy
[166] cartoonnetwork
[166] malaria
[166] 90sanimestyle

Top Hashtags in Tweet in G8:
[10] malaria
[2] evolutionday
[1] nicdnewsletter
[1] genomics
[1] mmvc2022
[1] zeromalaria
[1] sequencing
[1] bangkok
[1] vcwg

Top Hashtags in Tweet in G9:
[1] ivermectine
[1] antimicrobialresistance
[1] waaw2022
[1] hydroxychloroquine

Top Hashtags in Tweet in G10:
[1] peterobi4president2023
[1] oyowelcomesobidatti
[1] oyoisobidient
[1] oyorally
[1] oyo
[1] malaria

Top Words
Top Words in Tweet in Entire Graph:
[5629] malaria
[764] africa
[763] drug
[656] #malaria
[592] over
[581] hydroxychloroquine
[479] everyone
[478] decades
[468] easy
[465] counter

Top Words in Tweet in G1:
[936] malaria
[69] #malaria
[67] more
[61] fever
[60] dengue
[58] health
[52] mosquito
[47] people
[42] covid
[41] africa

Top Words in Tweet in G2:
[436] malaria
[180] #malaria
[162] globalfund
[99] against
[94] fight
[94] aranganathan72
[71] share
[71] shailjasingh75
[69] lab
[66] pleased

Top Words in Tweet in G3:
[445] sebgorka
[444] hydroxychloroquine
[444] drug
[444] practically
[444] africa
[443] decades
[443] over
[443] everyone
[443] takes
[443] counter

Top Words in Tweet in G4:
[166] #thegrimadventuresofbillyandmandy
[166] #90sanimestyle
[166] #cartoonnetwork
[166] #malaria
[165] brennimurasaki

Top Words in Tweet in G5:
[244] maria
[157] malaria
[122] kan
[122] ri
[122] nkan
[122] black
[121] oli_ekun
[34] letter_to_jack
[34] gel
[34] feeling

Top Words in Tweet in G6:
[142] malaria
[105] ment
[94] steadyyboyy
[22] naija_pr
[7] asthma
[6] drugs
[6] nigeria
[5] go
[4] thank
[4] bad

Top Words in Tweet in G7:
[6] malaria
[5] takethatct
[5] atomskssanakan
[3] mrquantity
[3] sickofitall2222
[3] minnesotaexpat
[3] rjsnout
[3] cachepast
[3] raydoobay
[3] chsdoctor

Top Words in Tweet in G8:
[96] history
[92] deadliest
[91] against
[91] finally
[91] thankful
[91] scourge
[91] emollick
[91] mosquitoes
[91] winning
[91] something

Top Words in Tweet in G9:
[83] malaria
[56] its_the_dr
[29] covid
[25] africa
[21] over
[20] ivermectin
[19] hydroxychloroquine
[17] anti
[17] take
[15] drug

Top Words in Tweet in G10:
[55] malaria
[17] solakafinta
[16] take
[16] please
[15] easy
[11] ment
[10] treat
[10] go
[9] adamugarba
[8] peterobi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[465] over,counter
[452] hydroxychloroquine,over
[445] africa,decades
[444] easy,hydroxychloroquine
[444] counter,drug
[444] everyone,takes
[443] decades,practically
[443] drug,africa
[443] practically,everyone
[442] sebgorka,easy

Top Word Pairs in Tweet in G1:
[30] fever,outbreak
[30] sudan,experiences
[30] dengue,fever
[30] experiences,worst
[29] more,decade
[29] outbreak,more
[28] worst,dengue
[27] tuberculosis,malaria
[20] died,malaria
[20] ment,malaria

Top Word Pairs in Tweet in G2:
[64] share,exciting
[64] pleased,share
[63] fight,against
[62] path,malaria
[62] shailjasingh75,opens
[62] discovery,lab
[62] exciting,discovery
[62] opens,path
[62] lab,shailjasingh75
[61] aranganathan72,pleased

Top Word Pairs in Tweet in G3:
[443] hydroxychloroquine,over
[443] easy,hydroxychloroquine
[443] everyone,takes
[443] counter,drug
[443] practically,everyone
[443] africa,decades
[443] drug,africa
[443] over,counter
[443] decades,practically
[442] takes,mala

Top Word Pairs in Tweet in G4:
[166] #cartoonnetwork,#malaria
[166] #thegrimadventuresofbillyandmandy,#cartoonnetwork
[166] #malaria,#90sanimestyle
[165] brennimurasaki,#thegrimadventuresofbillyandmandy

Top Word Pairs in Tweet in G5:
[122] nkan,kan
[122] black,maria
[122] ri,nkan
[122] malaria,ri
[122] maria,malaria
[122] maria,black
[121] oli_ekun,maria
[34] amartem,soft
[34] gel,re
[34] use,amartem

Top Word Pairs in Tweet in G6:
[104] ment,malaria
[92] steadyyboyy,ment
[6] malaria,drugs
[5] naija_pr,ment
[4] smell,soooooo
[4] good,health
[4] thank,god
[4] ebinyonelson,naija_pr
[4] bad,thank
[4] god,good

Top Word Pairs in Tweet in G7:
[3] rjsnout,jeffrey_ferland
[3] msabouri,yellowmazzymoo
[3] plhartungrn,boredoffools
[3] minnesotaexpat,troydee
[3] yellowmazzymoo,rjsnout
[3] ptcjoneses,0800_ksmy_ass
[3] goingtogetugly,atomskssanakan
[3] iainmulady,andykyr
[3] mfuzzbox,nathanaelyoung
[3] kitty_grayling,mfuzzbox

Top Word Pairs in Tweet in G8:
[91] thankful,finally
[91] something,thankful
[91] finally,winning
[91] winning,against
[91] scourge,history
[91] deadliest,scourge
[91] mosquitoes,deadliest
[91] against,mosquitoes
[90] emollick,something
[90] history,kill

Top Word Pairs in Tweet in G9:
[15] anti,malaria
[14] malaria,drug
[11] over,counter
[10] its_the_dr,ivermectin
[10] covid,19
[9] drug,plus
[9] deal,africa
[9] ivermectin,hdq
[9] sp8863,its_the_dr
[9] sold,over

Top Word Pairs in Tweet in G10:
[15] malaria,please
[15] please,take
[15] take,easy
[14] solakafinta,malaria
[9] ment,malaria
[8] go,treat
[7] treat,malaria
[4] oluseg1n1,adamugarba
[3] prudence,prefer
[3] channelstv,kwankwasorm

Top Replied-To
Top Replied-To in Entire Graph:
@jamesmelville
@its_the_dr
@mail_american
@cwt_news
@talentedfbg
@yabaleftonline
@aesamaan
@drtedros
@italopetraglia
@malaria_tv

Top Replied-To in G1:

Top Replied-To in G2:
@globalfund
@alma_2030
@malarianomoreuk
@dasgobardhan
@kenyanbynature
@evf_org
@issiakasombie

Top Replied-To in G3:
@sebgorka

Top Replied-To in G5:
@djgbefun

Top Replied-To in G6:
@naija_pr
@steadyyboyy
@ebinyonelson
@glow_babyy
@omijagun
@prityprincex
@lucapremiumtbf
@the_real_comfyy
@alwayssweetpems
@_quazeem

Top Replied-To in G7:
@chrisbbacon3
@hampson14jane
@ryanbeed
@mhunt081266
@st33lmouse
@ejwwest

Top Replied-To in G8:
@emollick

Top Replied-To in G9:
@its_the_dr
@davidkotiw
@jumaf3
@coachsadji
@holyfukcmedead
@bentleyjames123
@hayatti10
@pakwash
@dashdobrofsky
@db09215406

Top Replied-To in G10:
@adamugarba
@oluseg1n1
@drokaforemmanu1
@solakafinta
@theoabuagada
@obiremiodunayo
@nigeriagov
@iamsirkem
@bashirahmaad
@officialabat

Top Mentioned
Top Mentioned in Entire Graph:
@sebgorka
@brennimurasaki
@globalfund
@oli_ekun
@aranganathan72
@steadyyboyy
@emollick
@shailjasingh75
@spunky_niga
@aasimsajjada

Top Mentioned in G1:
@themosticleseye
@rajinienicholas
@disfrutalacienc
@frkteigen
@bovary43
@yca_uganda
@andrewalover
@_oscience

Top Mentioned in G2:
@globalfund
@aranganathan72
@shailjasingh75
@targetmalaria
@theglobalfight
@who
@zeromalaria
@malariayouthke
@medsformalaria
@nejm

Top Mentioned in G3:
@sebgorka
@koreyah11313
@jaybender14

Top Mentioned in G4:
@brennimurasaki

Top Mentioned in G5:
@oli_ekun
@letter_to_jack

Top Mentioned in G6:
@steadyyboyy
@naija_pr
@urwickedstepmom
@stilliberty
@ebinyonelson
@d_tribal_chief
@harab_man
@beninboylarry
@iamscrummy_
@the_real_comfyy

Top Mentioned in G7:
@takethatct
@atomskssanakan
@asinister
@veritatem2021
@priscian
@mikedel21893959
@bubbasranch
@njbtweet
@5shezz4
@maryloupatey

Top Mentioned in G8:
@emollick
@sangerinstitute
@malariagenomics
@rjmaude
@morubkk
@apmen
@nicd_sa
@edctp
@olivomiotto
@waccbip_ug

Top Mentioned in G9:
@its_the_dr
@sp8863
@timothydelany3
@jumaf3
@jeff54834774
@hayatti10
@jben3595221
@mulimaaa
@danielscott1966
@cdcgov

Top Mentioned in G10:
@solakafinta
@peterobi
@adamugarba
@officialabat
@kwankwasorm
@barthndulue
@nigeriagov
@mbuhari
@realffk
@steavihn

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@geonews_urdu
@kompascom
@paoloigna1
@detikcom
@classichitradio
@jurylady5
@okezonenews
@stigmabaseo
@s9tmt

Top Tweeters in G1:
@classichitradio
@okezonenews
@stigmabaseo
@welt_eu
@peruenlanoticia
@jacekwierzbicki
@derekjohnbryant
@marketcurrents
@gmanews
@qpev_

Top Tweeters in G2:
@radioelshinta
@harishk04131926
@hustler81
@masterprogram1
@anamafalda1992
@magarya
@washingtonpost
@peacock_123456
@allafrica
@imagine_garden

Top Tweeters in G3:
@gesanda
@trumplar
@1kimsey
@kurtschingoethe
@chike_eze
@dwbirddee
@charlamaigne
@meredithmarsha1
@monigeorge4
@ratliffmark63

Top Tweeters in G4:
@artistgam3r
@mammamianotter
@jfreshakarico2
@giovani_edmond
@lustyoregano
@brutalpuncher1
@spiralknight549
@smtivfinal
@clamanath
@m1kegamer13

Top Tweeters in G5:
@kny3s3gnu
@tossin_o
@big_hardidas
@maleeeekaahh
@timileyin_
@itz_femi
@taurus_slay
@kafuimodrizzy
@isimiyake5
@rahman_dc1

Top Tweeters in G6:
@ativie_
@papywave
@david_ryaa
@naija_pr
@ilebabyy
@mzlizzybet
@symplydapo
@el_dorado007
@anthonana
@iamsulai50

Top Tweeters in G7:
@dude_america
@takethatct
@veritatem2021
@mcfunny
@the_ouroboros__
@obundwie
@asinister
@keithamccluskey
@noelturner194
@thedisproof

Top Tweeters in G8:
@dollymad1812
@zerojuls
@girlhusker84
@syawal
@alain_co
@crimsonpostgrad
@sherrodharris
@web_rant
@leutrimrexhaj
@michaelcollins

Top Tweeters in G9:
@fbag_mag
@kellidpowers
@rob_silvermyst
@folquestony
@vossex
@climaterealists
@johntuc72335789
@eyevan808
@llandoniffirg
@rocnrosie

Top Tweeters in G10:
@aishayesufu
@theoabuagada
@mrjaymi
@channelstv
@uchepokoye
@delemomodu
@brewscot
@joepraise13
@elkrosmediahub
@haaticool


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