Malaria, Twitter, 8/26/2022 4:36:08 PM, 280751


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Malaria_2022-08-26_07-09-42.xlsx
Malaria_2022-08-26_07-09-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 26, 2022
Short Description:
Malaria via NodeXL https://bit.ly/3pNfrxV
@idcobot
@tolu_duroo
@globalfund
@newscientist
@fleming_darkie
@jamilusufi
@coonavass
@billgates
@who
@fs_yusuf_

Top hashtags:
#malaria
#ashendatigray
#fightforwhatcounts
#tb
#1point2billion
#worldmosquitoday
#clinton
#hiv

Description:
Description
The graph represents a network of 8,600 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, 26 August 2022 at 14:16 UTC.

The requested start date was Friday, 26 August 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 2-day, 18-hour, 44-minute period from Tuesday, 23 August 2022 at 05:15 UTC to Thursday, 25 August 2022 at 23:59 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 : 8600
Unique Edges : 5751
Edges With Duplicates : 11126
Total Edges : 16877
Number of Edge Types : 5
Retweet : 5037
MentionsInRetweet : 6917
Tweet : 1268
Mentions : 2490
Replies to : 1165
Self-Loops : 1315
Reciprocated Vertex Pair Ratio : 0.0114202657807309
Reciprocated Edge Ratio : 0.0225826319031
Connected Components : 1510
Single-Vertex Connected Components : 579
Maximum Vertices in a Connected Component : 2140
Maximum Edges in a Connected Component : 6448
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.714649
Graph Density : 0.000131735166609422
Modularity : 0.579202
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,600 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, 26 August 2022 at 14:16 UTC.

The requested start date was Friday, 26 August 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 2-day, 18-hour, 44-minute period from Tuesday, 23 August 2022 at 05:15 UTC to Thursday, 25 August 2022 at 23:59 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:
[24] https://www.globalcitizen.org/en/action/world-leaders-save-lives-now/
[23] https://inews.co.uk/news/world/tigray-rape-crisis-workers-blockade-treat-survivors-1339254
[14] https://www.businessinsider.com/dr-oz-jared-kushner-white-house-push-unproven-drug-covid-2022-8
[14] https://www.gatesnotes.com/Health/Heroes-in-the-Field-Damaris-Matoke-Muhia
[14] https://www.newscientist.com/article/2335114-malaria-vaccine-using-live-modified-parasites-shows-promise-in-trial/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1661369799
[14] https://gazettengr.com/malaria-vaccines-to-be-administered-to-babies-only-health-minister/
[11] https://news.yahoo.com/emails-show-mehmet-oz-pushed-070303734.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[9] https://www.monitor.co.ug/uganda/news/national/govt-links-malaria-upsurge-to-new-mosquito-species-3923228
[8] https://doi.org/10.1126/SCITRANSLMED.ABN9709
[7] https://adphealth.org/ticad8-partnerships-for-innovation-access-and-delivery/

Top URLs in Tweet in G1:
[11] https://www.businessinsider.com/dr-oz-jared-kushner-white-house-push-unproven-drug-covid-2022-8
[5] https://twitter.com/nathaliejacoby1/status/1562567942331457536
[5] https://news.yahoo.com/emails-show-mehmet-oz-pushed-070303734.html
[4] https://www.newscientist.com/article/2335114-malaria-vaccine-using-live-modified-parasites-shows-promise-in-trial/
[3] https://twitter.com/DavidHundeyin/status/1562123721011347457
[3] https://twitter.com/Tolu_duroo/status/1561986828420481024
[3] https://www.gatesnotes.com/Health/Heroes-in-the-Field-Damaris-Matoke-Muhia
[3] https://www.statnews.com/2022/08/24/invest-pediatric-surgery-low-income-countries/?utm_campaign=rss
[3] https://medicalxpress.com/news/2022-08-gene-edited-malaria-vaccine-warrants.html
[3] https://arstechnica.com/science/2022/08/dr-oz-emailed-trump-admin-to-push-notoriously-useless-covid-treatment/

Top URLs in Tweet in G2:
[1] https://twitter.com/tweetsbyrebel/status/1562152848166617088

Top URLs in Tweet in G3:
[23] https://inews.co.uk/news/world/tigray-rape-crisis-workers-blockade-treat-survivors-1339254
[8] https://doi.org/10.1126/SCITRANSLMED.ABN9709
[7] https://adphealth.org/ticad8-partnerships-for-innovation-access-and-delivery/
[5] https://www.monitor.co.ug/uganda/news/national/govt-links-malaria-upsurge-to-new-mosquito-species-3923228
[3] https://www.linkedin.com/posts/undp-gpn-expres-roster_monitoring-and-evaluation-specialist-activity-6967485615097409536-RBLu?utm_source=share&utm_medium=member_desktop
[3] https://www.scienceopen.com/hosted-document?doi=10.15212/ZOONOSES-2021-0015
[3] https://www.nature.com/articles/s41598-022-18782-9
[2] https://twitter.com/MeganS_Mchenry/status/1562183403159670784
[2] https://healthc365.blogspot.com/2022/08/best-home-remedies-for-malaria.html
[2] https://www.nih.gov/news-events/nih-research-matters/antibody-treatment-protects-adults-against-malaria

Top URLs in Tweet in G4:
[1] https://twitter.com/mrchyle/status/1562484798056460289

Top URLs in Tweet in G6:
[10] https://www.globalcitizen.org/en/action/world-leaders-save-lives-now/
[7] https://fightforwhatcounts.org/
[5] https://www.ft.com/partnercontent/sc-johnson/the-time-to-act-is-now-filling-critical-gaps-in-malaria-prevention.html
[3] https://fightforwhatcounts.org
[3] https://www.sbs.com.au/news/video/the-global-fund-calls-for-more-funds-in-the-fight-against-hiv-malaria-and-tuberculosis/9oo69yl5f
[3] https://www.gatesnotes.com/Health/Heroes-in-the-Field-Damaris-Matoke-Muhia
[3] https://mg.co.za/opinion/2022-08-20-lets-wipe-out-malaria-before-it-wipes-us-out/
[3] https://endmalaria.org/lets-turn-up-the-pressure-this-international-youth-day-to-fight-back-against-malaria
[2] https://sparkhospitals.in/
[2] https://twitter.com/gatesfoundation/status/1560688042708348929

Top URLs in Tweet in G7:
[1] https://apnews.com/article/2022-midterm-elections-covid-science-health-8f136d7e9dc52fd2d8da8854680d6004
[1] https://twitter.com/ap_fdawriter/status/1562473814327717890
[1] https://www.businessinsider.com/dr-oz-jared-kushner-white-house-push-unproven-drug-covid-2022-8
[1] https://www.newscientist.com/article/2335114-malaria-vaccine-using-live-modified-parasites-shows-promise-in-trial/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1661369799
[1] https://twitter.com/JessInTexas1/status/1537733190600871936
[1] https://twitter.com/AP_FDAwriter/status/1562473814327717890

Top URLs in Tweet in G8:
[14] https://gazettengr.com/malaria-vaccines-to-be-administered-to-babies-only-health-minister/
[7] https://www.gatesnotes.com/Health/Heroes-in-the-Field-Damaris-Matoke-Muhia
[2] https://www.gatesnotes.com/Health/Heroes-in-the-Field-Damaris-Matoke-Muhia?WT.mc_id=20220824120000_Mosquito-Week-2022_BG-TW_&WT.tsrc=BGTW
[1] https://www.youtube.com/watch?v=_TFaYDBZCyE&feature=youtu.be

[1] https://www.gatesnotes.com/Mosquito-Week-2022?WT.mc_id=20220817100000_Mosquito-Week-2022_BG-TW_&WT.tsrc=BGTW
[1] https://twitter.com/BillGates/status/1558927776887046151
[1] https://link.medium.com/c8LNWmvtKsb

Top URLs in Tweet in G9:
[1] https://twitter.com/firstdoktor/status/1562738176737030144

Top Domains
Top Domains in Tweet in Entire Graph:
[185] twitter.com
[31] co.uk
[25] nih.gov
[24] globalcitizen.org
[24] newscientist.com
[22] yahoo.com
[21] youtube.com
[17] co.ug
[17] businessinsider.com
[17] gatesnotes.com

Top Domains in Tweet in G1:
[86] twitter.com
[13] businessinsider.com
[11] com.br
[8] seputarpapua.com
[7] youtube.com
[7] newscientist.com
[7] yahoo.com
[6] nih.gov
[4] wikipedia.org
[4] jsonline.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[29] twitter.com
[24] co.uk
[8] doi.org
[7] adphealth.org
[6] linkedin.com
[5] co.ug
[5] mmv.org
[4] youtube.com
[4] science.org
[4] who.int

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

Top Domains in Tweet in G6:
[15] twitter.com
[11] fightforwhatcounts.org
[10] globalcitizen.org
[5] ft.com
[3] com.au
[3] gatesnotes.com
[3] co.za
[3] bit.ly
[3] endmalaria.org
[2] sparkhospitals.in

Top Domains in Tweet in G7:
[3] twitter.com
[1] apnews.com
[1] businessinsider.com
[1] newscientist.com

Top Domains in Tweet in G8:
[14] gazettengr.com
[10] gatesnotes.com
[1] youtube.com
[1] twitter.com
[1] medium.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[504] malaria
[189] ashendatigray
[159] fightforwhatcounts
[87] tb
[86] 1point2billion
[70] worldmosquitoday
[69] clinton
[57] hiv
[50] asanteglobalfund
[50] bbnaija



Top Hashtags in Tweet in G1:
[11] bbnaija
[11] malaria
[8] smartnews
[4] health
[3] somalijobs
[2] platelets
[2] bellaokagbue𓃵
[2] who
[2] tinubu
[2] ghanagirls

Top Hashtags in Tweet in G3:
[213] malaria
[189] ashendatigray
[38] icopa2022
[32] tigray
[27] justice4tigrayswomenandgirls
[23] dengue
[22] worldmosquitoday
[16] parasite
[16] plasmodium
[12] endmalaria

Top Hashtags in Tweet in G6:
[124] malaria
[76] tb
[56] fightforwhatcounts
[50] asanteglobalfund
[48] hiv
[29] zeromalariayouthke
[28] worldmosquitoday
[18] aids
[18] callingallscientists
[18] jhmrimalaria

Top Hashtags in Tweet in G7:
[1] smartnews

Top Hashtags in Tweet in G8:
[3] malaria
[1] gender
[1] mosquitoweek2022
[1] billgates
[1] gatesnotes
[1] mosquitoes

Top Hashtags in Tweet in G10:
[1] lmfao
[1] trumpisgoingtoprison

Top Words
Top Words in Tweet in Entire Graph:
[6148] malaria
[837] down
[672] back
[621] anti
[594] years
[578] fever
[565] entire
[508] good
[504] #malaria
[476] ground

Top Words in Tweet in G1:
[686] malaria
[59] against
[54] drug
[49] covid
[45] vaccine
[45] treatment
[43] health
[43] anti
[40] oz
[39] use

Top Words in Tweet in G2:
[529] malaria
[376] tolu_duroo
[373] sex
[356] entire
[356] different
[356] level
[89] ment
[88] mosquito
[82] sincereayo_
[82] raw

Top Words in Tweet in G3:
[409] malaria
[213] #malaria
[200] forces
[190] medicine
[189] #ashendatigray
[189] gang
[189] raped
[189] pro
[189] abiy
[189] ahmed

Top Words in Tweet in G4:
[436] malaria
[413] jamilusufi
[413] put
[413] down
[412] good
[412] evening
[412] obidient
[412] back
[412] full
[412] energy

Top Words in Tweet in G5:
[400] malaria
[391] down
[366] davidhundeyin
[362] fs_yusuf_
[359] madness
[356] imagine
[356] telling
[356] survivor
[356] years
[356] buhari

Top Words in Tweet in G6:
[404] malaria
[225] globalfund
[153] malariayouthke
[124] #malaria
[86] kenya
[80] alma_2030
[78] youth
[76] #tb
[75] fight
[74] lives

Top Words in Tweet in G7:
[286] malaria
[284] anti
[281] trump
[271] drug
[268] white
[268] house
[266] us_fda
[265] ap_fdawriter
[265] staffers
[265] tried

Top Words in Tweet in G8:
[260] malaria
[230] billgates
[126] last
[126] burden
[125] two
[125] decades
[125] made
[125] lot
[125] progress
[125] reducing

Top Words in Tweet in G9:
[270] hepatitis
[148] firstdoktor
[137] vaccines
[135] diseases
[135] prevent
[135] taking
[135] cervical
[135] cancer
[135] hpv
[135] polio

Top Words in Tweet in G10:
[112] malaria
[111] nathaliejacoby1
[12] jackie
[11] garden
[10] o's
[10] rose
[9] myweiredworld
[9] impeccable
[9] gorgeous
[8] hate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[591] anti,malaria
[455] malaria,fever
[448] serious,malaria
[447] put,down
[446] good,evening
[446] evening,obidient
[446] obidient,back
[446] back,full
[446] full,energy
[446] energy,serious

Top Word Pairs in Tweet in G1:
[45] malaria,drug
[43] anti,malaria
[36] malaria,mukt
[32] mehmet,oz
[30] white,house
[29] malaria,vaccine
[29] oz,pushed
[29] drug,covid
[29] use,anti
[29] jared,kushner

Top Word Pairs in Tweet in G2:
[369] malaria,sex
[362] tolu_duroo,malaria
[356] sex,entire
[356] entire,different
[356] different,level
[87] ment,malaria
[82] raw,trying
[82] trying,avoid
[82] avoid,unwanted
[82] unwanted,pregnance

Top Word Pairs in Tweet in G3:
[189] #ashendatigray,gang
[189] gang,raped
[189] raped,pro
[189] pro,abiy
[189] abiy,ahmed
[189] ahmed,forces
[189] forces,took
[189] took,entire
[189] entire,pack
[189] pack,anti

Top Word Pairs in Tweet in G4:
[413] put,down
[412] good,evening
[412] evening,obidient
[412] obidient,back
[412] back,full
[412] full,energy
[412] energy,serious
[412] serious,malaria
[412] malaria,fever
[412] fever,put

Top Word Pairs in Tweet in G5:
[361] davidhundeyin,fs_yusuf_
[358] malaria,madness
[356] fs_yusuf_,imagine
[356] imagine,telling
[356] telling,survivor
[356] survivor,years
[356] years,buhari
[356] buhari,calm
[356] calm,down
[356] down,malaria

Top Word Pairs in Tweet in G6:
[67] malaria,youth
[61] #tb,#malaria
[52] lives,hiv
[51] kenya,malaria
[47] global,fund
[40] 20,million
[39] #hiv,#tb
[38] save,20
[38] million,lives
[35] end,malaria

Top Word Pairs in Tweet in G7:
[284] anti,malaria
[270] malaria,drug
[268] white,house
[265] staffers,trump
[265] trump,white
[265] house,tried
[265] tried,pressure
[265] pressure,us_fda
[265] us_fda,reauthorizing
[265] reauthorizing,anti

Top Word Pairs in Tweet in G8:
[126] burden,malaria
[125] last,two
[125] two,decades
[125] decades,made
[125] made,lot
[125] lot,progress
[125] progress,reducing
[125] reducing,burden
[125] malaria,learn
[125] learn,four

Top Word Pairs in Tweet in G9:
[135] diseases,prevent
[135] prevent,taking
[135] taking,vaccines
[135] vaccines,cervical
[135] cervical,cancer
[135] cancer,hpv
[135] hpv,hepatitis
[135] hepatitis,hepatitis
[135] hepatitis,polio
[135] polio,rabies

Top Word Pairs in Tweet in G10:
[87] nathaliejacoby1,malaria
[10] jackie,o's
[10] rose,garden
[9] myweiredworld,nathaliejacoby1
[9] o's,impeccable
[9] impeccable,gorgeous
[9] gorgeous,rose
[8] nathaliejacoby1,hate
[8] hate,malaria
[8] malaria,doing

Top Replied-To
Top Replied-To in Entire Graph:
@nathaliejacoby1
@tolu_duroo
@firstdoktor
@malaria_tv
@drokane
@naija_pr
@malariayouthke
@nickadamsinusa
@gwenaelsion
@rutie_xx

Top Replied-To in G1:

Top Replied-To in G2:
@tolu_duroo
@partyha06
@bigmoyorshola
@iam_kinglaju
@mikeizu1
@daprincepr
@skeptacangerrit
@tee_shine1
@cee_4our
@sleeks_desires

Top Replied-To in G3:
@drtedros
@mebratgmariam1
@globaltimesnews
@teddysmom1
@danieljambo3
@ifakarahealth

Top Replied-To in G4:
@jamilusufi
@mozohofficial

Top Replied-To in G5:
@davidhundeyin
@fs_yusuf_
@duduoflekki

Top Replied-To in G6:
@malariayouthke
@scjohnson
@apatdon
@kenyanbynature
@gsk
@muriithiben
@onecampaign
@witsalumni
@benjaminamuri
@beatmalaria

Top Replied-To in G7:
@ap_fdawriter

Top Replied-To in G8:
@billgates
@ibnbazo
@gazettengr

Top Replied-To in G9:
@firstdoktor

Top Replied-To in G10:
@nathaliejacoby1
@realtuckfrumper
@myweiredworld
@demdeedee
@noextremistsplz
@brandonkut39
@ronninscorps

Top Mentioned
Top Mentioned in Entire Graph:
@jamilusufi
@tolu_duroo
@fs_yusuf_
@davidhundeyin
@us_fda
@ap_fdawriter
@billgates
@globalfund
@jljcolorado
@malariayouthke

Top Mentioned in G1:
@nifemi_oe
@xomoon_eleria
@lauurell2
@andrewalover
@shehu__aisha
@hupplec
@mcnellore4u
@river712

Top Mentioned in G2:
@tolu_duroo
@sincereayo_
@taylor_phikky
@mosunnn_
@makie_philips
@debbiedanielle4
@iamkulstarr
@omolade_snr
@i_am_seyram
@certified3ally

Top Mentioned in G3:
@standup4tigray_
@who
@refugees
@redwanaziz99
@drtedros
@senhydesmith
@mirlaufer
@tgngsti
@unitaid
@brhanene

Top Mentioned in G4:
@jamilusufi
@gyaigyimii
@adahealth
@chinwikeh

Top Mentioned in G5:
@fs_yusuf_
@davidhundeyin
@jamilusufi
@tolu_duroo

Top Mentioned in G6:
@globalfund
@malariayouthke
@alma_2030
@malariaarmy
@sautisol
@gfan_africa
@endmalariakenya
@dnmpkenya
@malarianomoreuk
@q

Top Mentioned in G7:
@us_fda
@ap_fdawriter
@b52malmet
@brooklynmarie
@girljrz
@newscientist
@jessintexas1
@maddowblog

Top Mentioned in G8:
@billgates
@gazettengr
@kemri_kenya
@reimuriithi
@kwam
@kwambo_2
@elonmusk
@fredros_inc

Top Mentioned in G9:
@firstdoktor
@subpharmacist
@tolu_duroo
@_agamah

Top Mentioned in G10:
@nathaliejacoby1
@hotlaurelaure
@myweiredworld
@hitmeister1
@realtuckfrumper
@leaglad
@noextremistsplz
@chrys3kids
@paulonwilliams
@demdeedee

Top Tweeters
Top Tweeters in Entire Graph:
@derick04kt1772
@coramarcelo1
@kompascom
@stephenoflyf
@newsoneplace
@marichotabelina
@stigmabaseu
@raymond_norman
@aldubftnqt
@scarfizal

Top Tweeters in G1:
@kompascom
@newsoneplace
@stigmabaseu
@raymond_norman
@hagiwararyu11
@naijawhatsup
@ptcruiserusa
@stigmabasef
@isearch247
@mackabiviper42

Top Tweeters in G2:
@festsilva_233
@pirowbanks
@uncletamanii
@ahmadnasidi8
@mayback77
@oye440
@giftedsuredol
@cartervee4
@mendezjubril
@okt_ranking30

Top Tweeters in G3:
@httweets
@trigorosa
@nigsti_tigray
@romhai_h
@abpnews
@tsrha_kw
@slrtbot
@sabaalem6_sabi
@cnn
@riyazulkhaliq

Top Tweeters in G4:
@yunghusband_
@oluwej
@chicasa
@newsbeatportal
@gyaigyimii
@iamprince_n_dy
@bigfr3nch
@donaldhussle
@mane67n19
@lighthouse3040

Top Tweeters in G5:
@stephenoflyf
@bode_bankz
@u_cianoo
@abuharris_1999
@itzjoedona
@ebay_kokeh
@udeme_ubah
@xl2letters
@kingnormizzy
@beebahblack

Top Tweeters in G6:
@magarya
@monitor_ph
@hephaistos_ai
@ft
@mailandguardian
@themainichi
@bmkgiftsnr1
@faryus88
@sparepartplug
@exploregh

Top Tweeters in G7:
@marthalynneowe1
@kak089
@jjj5819
@amyayers16
@elkehollings
@adekleine
@tottenbill
@rebellegrrl
@eilonwy24
@debr3322

Top Tweeters in G8:
@seriousspidey
@myloc_tracker
@tomy2875
@mophelia_
@tuendete
@venkat_mbks
@chabis_ch
@apanpaolasumbo
@ahanaitoceans
@jessekenya

Top Tweeters in G9:
@iphedollar
@abiolazupakid
@subpharmacist
@iamarcher17
@abuja_baby
@segundelaw1
@champagnefab22
@7legitking
@juddasxcallot
@iam_leonard_

Top Tweeters in G10:
@beverlyfolkers
@realtuckfrumper
@teresamac2009
@targteacher
@ericluna1216
@birdiealways
@phillykat37
@yankeemike015
@hokiebrat
@mapleveewesem


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