Malaria, Twitter, 12/9/2022 3:56:31 PM, 285878


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Malaria_2022-12-09_07-09-41.xlsx
Malaria_2022-12-09_07-09-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 09, 2022
Short Description:
Malaria via NodeXL https://bit.ly/3BoXawW
@karibuxi
@who
@johndcook
@abrhaeyerus
@fredros_inc
@pmigov
@davoshalom
@krlozgalindz
@yardleyshooting
@theosanderson

Top hashtags:
#malaria
#missionbhagiratha
#telangana
#hiv
#endmalaria
#zambia
#covid19
#worldmalariareport

Description:
Description
The graph represents a network of 8,254 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, 09 December 2022 at 15:16 UTC.

The requested start date was Friday, 09 December 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 2-day, 11-hour, 42-minute period from Tuesday, 06 December 2022 at 00:23 UTC to Thursday, 08 December 2022 at 12:05 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 : 8254
Unique Edges : 3977
Edges With Duplicates : 11545
Total Edges : 15522
Number of Edge Types : 5
Retweet : 5263
MentionsInRetweet : 5834
Tweet : 1041
Mentions : 2207
Replies to : 1177
Self-Loops : 1085
Reciprocated Vertex Pair Ratio : 0.0132044329167649
Reciprocated Edge Ratio : 0.026064696299744
Connected Components : 1374
Single-Vertex Connected Components : 539
Maximum Vertices in a Connected Component : 1266
Maximum Edges in a Connected Component : 4093
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 4.556845
Graph Density : 0.000126159232916632
Modularity : 0.556763
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,254 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, 09 December 2022 at 15:16 UTC.

The requested start date was Friday, 09 December 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 2-day, 11-hour, 42-minute period from Tuesday, 06 December 2022 at 00:23 UTC to Thursday, 08 December 2022 at 12:05 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:
[43] https://www.wfae.org/health/2022-09-21/a-box-of-200-mosquitoes-did-the-vaccinating-in-this-malaria-trial-thats-not-a-joke
[21] https://pesquisa.bvsalud.org/portal/resource/pt/lil-422485
[17] https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2022
[11] https://www.nature.com/articles/d41586-022-04167-5?error=cookies_not_supported&code=a2011981-67bc-43be-a0c8-49abd84491ae&utm_medium=Social&utm_campaign=nature&utm_source=Twitter#Echobox=1670443117
[8] https://www.hangapitchfest.rw/hanga-innovation-awards-public-voting/
[8] https://www.youtube.com/watch?v=QY5HggTWtbY

[5] https://malariaconsortium.current-vacancies.com/Careers/Malaria%20Consortium%20vacancy%20search%20page-2061
[5] https://twitter.com/JohnDCook/status/1600127269904818178
[4] https://gazettengr.com/children-to-get-malaria-vaccine-by-end-of-2023-who/
[4] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-022-04381-6

Top URLs in Tweet in G1:
[3] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-022-04381-6
[1] https://www1.folha.uol.com.br/cotidiano/2022/11/desvio-de-medicamentos-para-yanomamis-impacta-10-mil-criancas-e-pf-faz-operacao.shtml

Top URLs in Tweet in G2:
[5] https://www.youtube.com/watch?v=QY5HggTWtbY

[4] https://www.jobinformant.com/2022/12/field-assistant-nasarawa-at-malaria-consortium.html
[3] https://twitter.com/JamesMelville/status/1599829010816544768
[3] https://twitter.com/Adelante2022/status/1599906656519094275
[3] https://twitter.com/ndeltknbdowcng1/status/1600176364333694978/video/1
[3] https://twitter.com/yardleyshooting/status/1600122671353634817
[3] https://twitter.com/JohnDCook/status/1600127269904818178
[3] https://radiopanama.com.pa/con-5-mil-710-casos-la-malaria-ha-registrado-un-mayor-aumento-de-casos-en-lo-que-va-del-2022/
[2] https://arxiv.org/abs/2212.02477
[2] https://www.hindustantimes.com/india-news/oxford-serum-initiative-anti-malaria-vaccine-s-phase-3-trials-conclude-101670295509486.html

Top URLs in Tweet in G3:
[1] https://arxiv.org/abs/2211.00486
[1] https://twitter.com/JohnDCook/status/1600127269904818178

Top URLs in Tweet in G5:
[13] https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2022
[11] https://www.nature.com/articles/d41586-022-04167-5?error=cookies_not_supported&code=a2011981-67bc-43be-a0c8-49abd84491ae&utm_medium=Social&utm_campaign=nature&utm_source=Twitter#Echobox=1670443117
[3] https://www.mmv.org/newsroom/press-releases/strong-recommendation-pyronaridine-artesunate-revised-who-malaria-0
[3] https://arxiv.org/abs/2212.02477v1
[3] https://www.nature.com/articles/d41586-022-04167-5
[3] https://healthpolicy-watch.news/african-mps-accuse-global-fund-of-using-them/
[3] https://www.aplma.org/press-releases/asia-pacific-remains-vigilant-against-malaria-while-increasing-elimination-efforts-to-address-gaps-in-high-burden-countries
[3] https://www.news-medical.net/news/20221205/Laos-malaria-outbreak-in-2020e2809321-likely-caused-by-multidrug-resistant-strains-of-P-falciparum.aspx
[3] https://elifesciences.org/articles/83433
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-022-05466-7

Top URLs in Tweet in G7:
[2] https://twitter.com/Justice4_Tigray/status/1599799797913112576

Top URLs in Tweet in G8:
[2] https://calendar.ucsf.edu/widget/view?schools=ucsf&days=100&num=50&tags=global+health%2Cmalaria&format=html&template=modern
[2] https://www.path.org/media-center/path-receives-new-award-from-usaid-to-advance-urban-health-equity-in-senegal/
[2] https://twitter.com/PowerUSAID/status/1599867173245026305
[2] http://www.sciencedirect.com/science?_ob=GatewayURL&_origin=AUTHORALERT&_method=citationSearch&_piikey=S1471492222002793&_version=1&md5=4e21b8df5247ddc9306514c4a4a27480
[1] https://twitter.com/USAIDTanzania/status/1600124909086048256
[1] https://pubmed.ncbi.nlm.nih.gov/36474193/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=pubmed-2&utm_content=1t9NTJWhkapla5BWYHZduxuQUjkfZet67xs3111iG66YDxb9iB&fc=20211110235914&ff=20221207010321&v=2.17.9
[1] https://ihi.or.tz/our-events/156/details/
[1] https://twitter.com/WHO/status/1600815272910532609
[1] https://link.springer.com/epdf/10.1186/s12936-022-04407-z?sharing_token=twacPBmxd0PYjsumYv_Zhm_BpE1tBhCbnbw3BuzI2RMiPns63qyAn4s1Pe5w7Lco-yurFvpDfWYHWXkjbIVbfmez6lKRWgBHEx1t1OA8U6uQwb0_cTzxvZU8Jnq95BJR-PX7QyRkY23oYkWbcdTjuZRoYkSA_b732L1oCPXaQqo%3D
[1] https://sbccsummit.dryfta.com/program-schedule/program/404/poster-presentations-collaboration-integration-amp-partnership-to-create-sustainable-change

Top URLs in Tweet in G9:
[1] https://twitter.com/mohammed112829/status/1598535077453271041

Top URLs in Tweet in G10:
[2] https://ourworldindata.org/malaria
[1] https://t.co/QEzaKy4yhd
[1] https://www.humanprogress.org/opponents-of-genetically-modified-mosquitos-would-let-the-poor-die/
[1] https://twitter.com/AlecStapp/status/1600126115015962624

Top Domains
Top Domains in Tweet in Entire Graph:
[172] twitter.com
[43] wfae.org
[29] youtube.com
[28] nature.com
[22] who.int
[21] bvsalud.org
[10] nih.gov
[10] myjobmag.com
[8] biomedcentral.com
[8] hangapitchfest.rw

Top Domains in Tweet in G1:
[3] biomedcentral.com
[1] com.br

Top Domains in Tweet in G2:
[81] twitter.com
[10] myjobmag.com
[9] youtube.com
[6] co.za
[6] com.pa
[5] amazon.com
[5] createsend.com
[4] jobinformant.com
[4] nature.com
[4] com.br

Top Domains in Tweet in G3:
[1] arxiv.org
[1] twitter.com

Top Domains in Tweet in G5:
[18] nature.com
[16] who.int
[13] twitter.com
[7] mmv.org
[7] nih.gov
[6] thelancet.com
[5] healthpolicy-watch.news
[5] aplma.org
[4] youtube.com
[4] wwarn.org

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G8:
[5] twitter.com
[2] ucsf.edu
[2] nature.com
[2] path.org
[2] zoom.us
[2] abtassociates.com
[2] sciencedirect.com
[1] nih.gov
[1] or.tz
[1] springer.com

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

Top Domains in Tweet in G10:
[2] ourworldindata.org
[1] t.co
[1] humanprogress.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[334] malaria
[150] missionbhagiratha
[109] telangana
[53] hiv
[40] endmalaria
[38] zambia
[35] covid19
[34] worldmalariareport
[31] releasetigrayanprisoners
[31] justice4tigray



Top Hashtags in Tweet in G2:
[47] malaria
[8] who
[6] dengue
[4] healthcare
[3] honduras
[3] nicaragua
[3] mosquitos
[3] pakistan
[3] publichealth
[3] endmalaria

Top Hashtags in Tweet in G5:
[163] malaria
[30] hiv
[27] worldmalariareport
[27] tuberculosis
[24] endmalaria
[21] leavenoonebehind
[12] plasmodium
[11] covid19
[10] webinar
[8] epidemiology

Top Hashtags in Tweet in G7:
[30] releasetigrayanprisoners
[30] justice4tigray
[5] eritreaoutoftigray
[5] justice4tigrayswomenandgirls

Top Hashtags in Tweet in G8:
[23] malaria
[9] habari
[7] endmalaria
[7] digiawards
[6] covid19
[5] sbccsummit
[4] gdhf2022
[3] lris
[3] nigeria
[3] democraticrepublic

Top Hashtags in Tweet in G9:
[150] missionbhagiratha
[109] telangana
[9] adilabad
[1] kcr

Top Hashtags in Tweet in G10:
[1] fb

Top Words
Top Words in Tweet in Entire Graph:
[3748] malaria
[1779] crianças
[1015] 000
[942] trained
[903] yanomami
[891] karibuxi
[884] estão
[883] alto
[883] alegre
[882] região

Top Words in Tweet in G1:
[1769] crianças
[894] yanomami
[890] karibuxi
[877] desnutrição
[876] surucucu
[876] situação
[876] estão
[876] alto
[876] município
[876] alegre

Top Words in Tweet in G2:
[595] malaria
[48] health
[47] #malaria
[46] क
[46] covid
[41] deaths
[35] more
[31] fever
[29] dengue
[28] against

Top Words in Tweet in G3:
[923] trained
[489] johndcook
[471] echo
[469] chamber
[468] ai
[466] repeating
[466] chatgpt
[464] data
[462] text
[460] chatbot

Top Words in Tweet in G4:
[483] llegó
[483] poder
[483] cerrado
[483] 24
[483] chavismo
[483] empresas
[483] privadas
[483] millones
[483] 85
[483] venezolanos

Top Words in Tweet in G5:
[313] malaria
[166] #malaria
[62] report
[60] 2020
[51] global
[49] globalfund
[44] world
[40] cases
[35] fight
[35] 2021

Top Words in Tweet in G6:
[745] africa
[383] yardleyshooting
[373] covid
[372] large
[371] weakened
[371] pandemic
[371] populations
[371] malnourished
[371] due
[14] malaria

Top Words in Tweet in G7:
[767] crammed
[767] teferi
[767] died
[767] tigrayans
[767] ethiopia
[767] prison
[767] cells
[767] mizan
[767] 000
[755] tesfaye

Top Words in Tweet in G8:
[115] malaria
[39] tanzania
[35] health
[33] coordinator
[32] drdavidwalton
[30] wa
[26] pmigov
[26] global
[23] #malaria
[21] 2022

Top Words in Tweet in G9:
[165] water
[150] #missionbhagiratha
[148] borne
[109] #telangana
[109] vector
[94] stands
[94] reducing
[94] successfully
[94] govt's
[94] aids

Top Words in Tweet in G10:
[158] malaria
[148] drug
[145] health
[145] public
[145] alecstapp
[145] antibody
[144] people
[144] good
[143] news
[142] 000

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[897] crianças,yanomami
[881] situação,crianças
[881] kataroa,região
[881] crianças,estão
[881] alegre,crianças
[881] surucucu,município
[881] região,surucucu
[881] yanomami,kataroa
[881] alto,alegre
[881] município,alto

Top Word Pairs in Tweet in G1:
[892] crianças,yanomami
[876] alegre,crianças
[876] crianças,estão
[876] alto,alegre
[876] região,surucucu
[876] surucucu,município
[876] município,alto
[876] situação,crianças
[876] estão,desnutrição
[876] yanomami,kataroa

Top Word Pairs in Tweet in G2:
[25] against,malaria
[22] malaria,deaths
[18] malaria,consortium
[15] स,थ
[15] 63,000
[14] covid,19
[13] field,assistant
[11] malaria,cases
[11] 000,more
[11] disruption,resulted

Top Word Pairs in Tweet in G3:
[469] echo,chamber
[466] chamber,repeating
[461] data,trained
[461] trained,trained
[461] repeating,data
[460] chatbot,echo
[460] chatgpt,text
[460] ai,chatbot
[460] trained,chatgpt
[460] johndcook,ai

Top Word Pairs in Tweet in G4:
[483] poder,85
[483] chavismo,llegó
[483] empresas,privadas
[483] llegó,poder
[483] privadas,cerrado
[483] cerrado,millones
[483] 85,empresas
[483] 24,chavismo
[483] millones,venezolanos
[482] krlozgalindz,24

Top Word Pairs in Tweet in G5:
[24] malaria,report
[24] world,malaria
[24] 2020,2021
[24] #malaria,cases
[23] 2019,2020
[23] between,2020
[23] #hiv,#tuberculosis
[23] period,2019
[23] continued,rise
[23] slower,rate

Top Word Pairs in Tweet in G6:
[371] pandemic,africa
[371] africa,large
[371] covid,pandemic
[371] malnourished,weakened
[371] populations,africa
[371] africa,populations
[371] large,malnourished
[371] weakened,due
[370] yardleyshooting,covid
[2] call,sunday

Top Word Pairs in Tweet in G7:
[767] mizan,teferi
[767] teferi,ethiopia
[767] ethiopia,died
[767] tigrayans,crammed
[767] prison,mizan
[767] cells,prison
[767] 000,tigrayans
[755] tesfaye,000
[696] 12,cells
[696] crammed,12

Top Word Pairs in Tweet in G8:
[23] global,malaria
[23] malaria,coordinator
[20] coordinator,drdavidwalton
[15] met,wizara_afyatz
[15] week,met
[15] tanzania,week
[15] wa,malaria
[15] drdavidwalton,tanzania
[13] community,health
[13] health,workers

Top Word Pairs in Tweet in G9:
[94] #missionbhagiratha,stands
[94] vector,borne
[94] reducing,water
[94] successfully,reducing
[94] scheme,#missionbhagiratha
[94] stands,tall
[94] water,vector
[94] aids,successfully
[94] flagship,scheme
[94] tall,aids

Top Word Pairs in Tweet in G10:
[145] public,health
[145] antibody,drug
[143] good,news
[142] preventing,malaria
[142] health,win
[142] effective,preventing
[142] alecstapp,good
[142] day,antibody
[142] malaria,huge
[142] news,day

Top Replied-To
Top Replied-To in Entire Graph:
@johndcook
@jamesmelville
@malaria_tv
@egg_has_malaria
@marshablackburn
@jim_jordan
@damiadenuga
@yardleyshooting
@brainjotter__
@beschlossdc

Top Replied-To in G2:

Top Replied-To in G3:
@johndcook
@bobda
@mfey619
@connormooneyhan
@techprimitives
@oliveremberton

Top Replied-To in G5:
@fredros_inc
@who
@petriderpaul
@bloodsparasites
@unitaid
@ucsf
@jetzphan
@vl_plus
@concernedmomwa
@thelancetinfdis

Top Replied-To in G6:
@yardleyshooting
@davetho23333181

Top Replied-To in G7:
@all
@potus
@kabutunjingulul

Top Replied-To in G8:
@malariajournal
@eastafricatv
@impact_malaria
@usembkinshasa

Top Replied-To in G9:
@ktrtrs
@hmwssbonline
@ghmconline

Top Replied-To in G10:
@alecstapp
@mattstork

Top Mentioned
Top Mentioned in Entire Graph:
@karibuxi
@krlozgalindz
@johndcook
@yardleyshooting
@alecstapp
@who
@drmooh_
@awesomefemoid69
@digitalmediats
@justice4_tigray

Top Mentioned in G1:
@karibuxi
@smokesignalbr

Top Mentioned in G2:
@radiopanama
@_oscience
@devnetjobs
@themosticleseye
@ijawphilosopher
@slooreviews_it
@dr_wirsiy
@snootytwoboos
@fr_hossain

Top Mentioned in G3:
@johndcook
@koffy_9
@mrsumitbindra
@drjbhattacharya
@minus_1984
@mfey619
@tvanhens
@jponline77

Top Mentioned in G4:
@krlozgalindz

Top Mentioned in G5:
@who
@globalfund
@eannaso
@malariaworld
@nature
@thelancet
@mesamalaria
@fredros_inc
@wellcometrust
@aidspan

Top Mentioned in G6:
@yardleyshooting
@katheri03143948
@maizydaizyzzzz

Top Mentioned in G7:
@justice4_tigray
@muludegol
@margmar80017297
@tembieneyti14
@hagossuzan
@danait70
@mehari05
@desitigray
@un
@amnesty

Top Mentioned in G8:
@drdavidwalton
@pmigov
@wizara_afyatz
@usaid
@usaidtanzania
@ifakarahealth
@ortamisemitz
@pmivectorlink
@pathtweets

Top Mentioned in G9:
@digitalmediats
@mb_telangana
@puttavishnuvr
@_prashureddy
@ktrtrs
@smitasabharwal
@dayakarrao2019
@gadwalvijayatrs
@nkb_trs

Top Mentioned in G10:
@alecstapp
@joshcmorrison
@murraygothbard
@mattyglesias
@humanprogress
@johndcook
@brendannyhan

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@chidambara09
@detikcom
@mistersalesman
@vivacoid
@federicoalves
@_dammyb_
@ashleylaw371
@ginniasa
@httweets

Top Tweeters in G1:
@robsonhcosta
@nyatche
@analima_alef
@buffythesix
@cullensgrey
@ederjuniior
@teawithberna
@oniknowles
@emilypdf_
@joonie_lay

Top Tweeters in G2:
@blackcentaurfx
@dev_discourse
@naijawhatsup
@strawberryng
@panamaamerica
@ptcruiserusa
@swissbusiness
@maleeeekaahh
@economictimes
@drpatfarrell

Top Tweeters in G3:
@seunesq
@pyro_451
@ppiixx
@koffy_9
@unclesamad_
@ayirpelle
@rukitori_
@uchekl
@spino_onipsgh
@briantrice

Top Tweeters in G4:
@merycvidal01
@jaimediaz514f
@liendolauri
@dugartean
@mafafamusguito
@rondonl
@tiagorrito
@andradwnidia
@inciartemanuel
@jarvi_reyes

Top Tweeters in G5:
@missb62
@ginniasa
@business
@forbes
@physorg_health
@infomorsels
@desertpuma
@skatiq3
@w7voa
@benjones1k

Top Tweeters in G6:
@richlin11a
@minimoojack
@trickyd90556041
@mjc_cook
@johjohjoh12
@sw18780774
@aydoneymang
@erikwill
@richoneill282
@miikae

Top Tweeters in G7:
@romhai_h
@mesiihiluf
@tdf_forlife
@nigsti_tigray
@lillyanapk
@hrite_hailu
@heav_en1
@sisay34690879
@hermila14171798
@gg_gidey

Top Tweeters in G8:
@chidambara09
@tzdiscovery
@monitor_ph
@nikobersabel
@koolholio
@johannxs
@earadiofm
@eastafricatv
@voicehewan
@cazprescott

Top Tweeters in G9:
@hihyderabad
@manoharpatel985
@amiholamrohan
@mdshaker179
@kilari_muralits
@bharathbunny27
@nkb_trs
@gulabiboss6
@_prashureddy
@lathareddy704

Top Tweeters in G10:
@_silversmith
@mactavish
@actualbeefheart
@lavienoire
@madebythunder
@rb_phan
@moxiepassion
@stephano_n
@smchatter1
@wiredferret


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