Malaria, Twitter, 10/7/2022 2:37:13 PM, 282544


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Malaria_2022-10-07_07-09-41.xlsx
Malaria_2022-10-07_07-09-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 07, 2022
Short Description:
Malaria via NodeXL https://bit.ly/3SMiRhb
@idcobot
@robertkennedyjr
@who
@fillmorewhite
@malariaworld
@minofhealthug
@globalfund
@bhatt_sanket
@rita_arinaitwe
@syedzadashahzab

Top hashtags:
#malaria
#dengue
#endmalaria
#health
#chasemalaria
#climatechange

Description:
Description
The graph represents a network of 8,890 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, 07 October 2022 at 14:20 UTC.

The requested start date was Friday, 07 October 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, 10-hour, 47-minute period from Tuesday, 04 October 2022 at 01:17 UTC to Thursday, 06 October 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 : 8890
Unique Edges : 5470
Edges With Duplicates : 10201
Total Edges : 15671
Number of Edge Types : 5
Retweet : 4667
MentionsInRetweet : 6037
Tweet : 1556
Replies to : 1320
Mentions : 2091
Self-Loops : 1622
Reciprocated Vertex Pair Ratio : 0.0166761850371216
Reciprocated Edge Ratio : 0.0328053027749691
Connected Components : 1926
Single-Vertex Connected Components : 812
Maximum Vertices in a Connected Component : 2518
Maximum Edges in a Connected Component : 6151
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.57753
Graph Density : 0.000112637793377414
Modularity : 0.582915
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,890 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, 07 October 2022 at 14:20 UTC.

The requested start date was Friday, 07 October 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, 10-hour, 47-minute period from Tuesday, 04 October 2022 at 01:17 UTC to Thursday, 06 October 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:
[806] https://childrenshealthdefense.org/defender/gmo-mosquitoes-human-malaria-vaccine-study-nih/
[81] https://www.nytimes.com/2022/10/04/health/malaria-vaccines.html
[40] https://www.nytimes.com/2022/10/04/health/malaria-vaccines.html?partner=IFTTT
[29] https://www.nytimes.com/2022/10/04/health/malaria-vaccines.html?smid=tw-share
[19] https://www.npr.org/sections/goatsandsoda/2022/09/21/1112727841/a-box-of-200-mosquitoes-did-the-vaccinating-in-this-malaria-trial-thats-not-a-jo
[17] https://www.sciencenews.org/article/amphibian-loss-human-malaria-cases-mosquitoes
[16] https://www.nytimes.com/2022/10/04/health/malaria-vaccines.html?smid=nytcore-ios-share&referringSource=articleShare
[16] https://childrenshealthdefense.org/defender/gmo-mosquitoes-human-malaria-vaccine-study-nih/?utm_source=salsa&eType=EmailBlastContent&eId=f0f46a34-59de-47b7-a8a7-63f46b911219
[14] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-03144-2
[11] https://www.nytimes.com/2022/10/04/health/malaria-vaccines.html?campaign_id=57&emc=edit_ne_20221004&instance_id=73721&nl=evening-briefing®i_id=60665404&segment_id=108953&te=1&user_id=b4718fbe167fb4a1bd571fa629920f77

Top URLs in Tweet in G1:
[51] https://childrenshealthdefense.org/defender/gmo-mosquitoes-human-malaria-vaccine-study-nih/
[37] https://www.nytimes.com/2022/10/04/health/malaria-vaccines.html?partner=IFTTT
[37] https://www.nytimes.com/2022/10/04/health/malaria-vaccines.html
[10] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-03144-2
[8] https://www.nytimes.com/2022/10/04/health/malaria-vaccines.html?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.nytimes.com/2022/10/04/health/malaria-vaccines.html?smid=tw-share
[7] https://childrenshealthdefense.org/defender/gmo-mosquitoes-human-malaria-vaccine-study-nih/?utm_source=salsa&eType=EmailBlastContent&eId=f0f46a34-59de-47b7-a8a7-63f46b911219
[6] https://twitter.com/Tundeflex_/status/1577279350868566017
[6] https://twitter.com/tundeflex_/status/1577279350868566017
[4] https://www.sciencenews.org/article/amphibian-loss-human-malaria-cases-mosquitoes

Top URLs in Tweet in G2:
[705] https://childrenshealthdefense.org/defender/gmo-mosquitoes-human-malaria-vaccine-study-nih/
[3] https://www.npr.org/sections/goatsandsoda/2022/09/21/1112727841/a-box-of-200-mosquitoes-did-the-vaccinating-in-this-malaria-trial-thats-not-a-jo
[2] https://www.who.int/news/item/19-05-2021-who-issues-new-guidance-for-research-on-genetically-modified-mosquitoes-to-fight-malaria-and-other-vector-borne-diseases
[1] https://thecountersignal.com/genetically-modified-mosquitoes-vaccinate-a-human/
[1] https://www.science.org/doi/10.1126/scitranslmed.abn9709

Top URLs in Tweet in G3:
[28] https://www.nytimes.com/2022/10/04/health/malaria-vaccines.html
[14] https://www.nytimes.com/2022/10/04/health/malaria-vaccines.html?smid=nytcore-ios-share&referringSource=articleShare
[6] https://www.nytimes.com/2022/10/04/health/malaria-vaccines.html?smid=tw-share
[4] https://cvent.me/OrZLPG?rt=YmOYAJkBF0yP1Cmr7J68ew&RefId=Attendees
[4] https://twitter.com/who/status/1577907027598532609
[3] https://twitter.com/LSHTM_malaria/status/1577216143261302785
[3] https://brc.ch/seminar-malaria-prevention/
[3] https://us02web.zoom.us/webinar/register/WN_4VSoNSzZTzyBL8jQiQkbbA
[2] https://twitter.com/damendah/status/1577620288308756480
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fspecialtvpk

Top URLs in Tweet in G4:
[2] https://forms.gle/Efw9kusaizmAsT5fA
[2] https://drive.google.com/file/d/1bFuMhEqV8XAL69IsipWb1cXrKaqzk2jb/view?usp=sharing
[2] https://docs.google.com/forms/d/e/1FAIpQLSfyEB2DwZfRDpYzivtbdWaJvMTQ53jznhopzxT1rVX7xmJvAQ/viewform?usp=sf_link
[2] https://www.meraindia.org.in/bmbtraining
[2] https://www.cell.com/trends/parasitology/fulltext/S1471-4922(22)00208-2?rss=yes
[2] https://www.youtube.com/watch?v=UMz2S7f5LVQ&feature=youtu.be

[2] https://dx.plos.org/10.1371/journal.pgph.0000561
[1] https://twitter.com/WHO/status/1577646163590774784?s=20&t=GkNn51xF032YKD7WiYBmOA
[1] https://cdn.who.int/media/docs/default-source/immunization/mvip/who-mvip-infographic-april-2022.pdf?sfvrsn=b9a755ae_1
[1] https://www.who.int/news-room/questions-and-answers/item/q-a-on-rts-s-malaria-vaccine

Top URLs in Tweet in G7:
[1] https://www.businessinsider.com/republican-ron-johnson-alternate-electors-mike-pence-january-6-2022-6
[1] https://www.vanityfair.com/news/2021/03/ron-johnson-blm-capitol-riot
[1] https://www.washingtonpost.com/opinions/ron-johnson-is-a-racist/2021/03/19/0b247f42-88f3-11eb-bfdf-4d36dab83a6d_story.html
[1] https://urbanmilwaukee.com/2021/08/23/back-in-the-news-johnson-opposes-ventilators-pushes-horse-medicine/

Top URLs in Tweet in G8:
[1] https://www.upf.go.ug/police-dpp-partner-to-screen-tb-hiv-malaria-among-suspects-victims-of-crime/

Top URLs in Tweet in G9:
[1] https://twitter.com/the_beardedsina/status/1577364107153522699

Top Domains
Top Domains in Tweet in Entire Graph:
[830] childrenshealthdefense.org
[198] twitter.com
[196] nytimes.com
[36] nature.com
[25] trib.al
[23] npr.org
[17] sciencenews.org
[16] biomedcentral.com
[15] youtube.com
[12] nih.gov

Top Domains in Tweet in G1:
[99] nytimes.com
[83] twitter.com
[59] childrenshealthdefense.org
[19] nature.com
[7] blogspot.com
[6] npr.org
[6] youtube.com
[6] lifesitenews.com
[5] com.pk
[4] com.ar

Top Domains in Tweet in G2:
[705] childrenshealthdefense.org
[3] npr.org
[2] who.int
[1] thecountersignal.com
[1] science.org

Top Domains in Tweet in G3:
[51] nytimes.com
[43] twitter.com
[4] cvent.me
[4] nature.com
[4] malariaworld.org
[4] dawn.com
[4] lamalaria.com
[4] zoom.us
[3] biomedcentral.com
[3] origamiorganelles.com

Top Domains in Tweet in G4:
[6] biomedcentral.com
[5] nih.gov
[4] twitter.com
[4] wwarn.org
[4] google.com
[3] who.int
[2] forms.gle
[2] org.in
[2] cell.com
[2] youtube.com

Top Domains in Tweet in G7:
[1] businessinsider.com
[1] vanityfair.com
[1] washingtonpost.com
[1] urbanmilwaukee.com

Top Domains in Tweet in G8:
[1] go.ug

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[481] malaria
[61] dengue
[55] endmalaria
[34] health
[33] chasemalaria
[32] climatechange
[26] wecanwewill
[25] endtb
[24] vaccine
[23] digitalhealthweek



Top Hashtags in Tweet in G1:
[18] malaria
[18] wecanwewill
[12] health
[12] climatechange
[12] endmalaria
[11] endtb
[11] endhiv
[4] elonmusk
[3] balochistan
[3] nyt

Top Hashtags in Tweet in G2:
[1] ukraine
[1] vaccine
[1] agenda
[1] nightmare

Top Hashtags in Tweet in G3:
[329] malaria
[31] endmalaria
[23] digitalhealthweek
[19] digitahealthweek
[18] hiv
[18] fightforwhatcounts
[17] dengue
[16] tb
[14] digitalhealth
[12] health

Top Hashtags in Tweet in G4:
[32] malaria
[6] mosquito
[5] dengue
[5] floodsinpakistan
[4] deadline
[4] plasmodium
[3] competition
[3] vectorbornediseases
[3] savethedate
[3] lecture

Top Hashtags in Tweet in G6:
[1] sos

Top Hashtags in Tweet in G8:
[32] chasemalaria
[12] knowyourstatus
[1] healthug
[1] communityhealthpartnersretreat

Top Words
Top Words in Tweet in Entire Graph:
[6488] malaria
[911] mosquitoes
[902] use
[862] humans
[791] study
[771] nih
[770] funded
[769] vaccinate
[763] researchers
[749] gmo

Top Words in Tweet in G1:
[845] malaria
[106] last
[102] long
[97] eradicated
[68] tb
[64] mosquitoes
[56] hiv
[54] people
[46] disease
[42] fight

Top Words in Tweet in G2:
[717] malaria
[708] robertkennedyjr
[707] funded
[704] mosquitoes
[703] study
[701] gmo
[701] vaccinate
[701] humans
[701] nih
[700] researchers

Top Words in Tweet in G3:
[367] malaria
[329] #malaria
[123] globalfund
[72] health
[70] fight
[67] youth
[62] vaccine
[57] join
[53] event
[53] eradicated

Top Words in Tweet in G4:
[657] malaria
[537] vaccine
[267] first
[237] need
[236] know
[236] rts
[236] scientific
[236] breakthrough
[236] st
[72] children

Top Words in Tweet in G5:
[260] malaria
[122] rutie_xx
[79] small
[71] drug
[62] time
[62] lagos
[61] wan
[61] steadyyboyy
[61] taste
[61] worse

Top Words in Tweet in G6:
[222] minsaludcol
[222] malaria
[219] pmartinezsilva
[219] buenas
[219] tardes
[219] rios
[219] apaporis
[219] caquetá
[219] incremento
[219] casos

Top Words in Tweet in G7:
[196] ron
[196] johnson
[196] russian
[196] propaganda
[196] pushes
[196] malaria
[194] replacement
[192] erikhalvorsen18
[186] launders
[129] poison

Top Words in Tweet in G8:
[112] mosquito
[110] katoto
[107] nets
[93] malaria
[80] gardens
[77] hiv
[76] rita_arinaitwe
[76] use
[72] majority
[72] villagers

Top Words in Tweet in G9:
[119] malaria
[114] letter_to_jack
[114] bills
[113] man
[112] kill
[112] faster
[5] buhari
[4] respond
[4] tinubu
[4] camp

Top Words in Tweet in G10:
[234] em
[119] vergonha
[119] pra
[117] não
[117] ninguém
[117] votou
[117] simone
[117] ciro
[117] soraya
[117] outro

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[765] mosquitoes,vaccinate
[748] vaccinate,humans
[748] funded,malaria
[742] gmo,mosquitoes
[739] nih,funded
[738] use,gmo
[738] humans,nih
[738] malaria,study
[736] researchers,use
[698] robertkennedyjr,researchers

Top Word Pairs in Tweet in G1:
[95] malaria,eradicated
[94] long,last
[94] last,malaria
[35] eradicated,apoorva
[34] apoorva,mandavilli
[34] mandavilli,kang
[34] kang,chun
[34] chun,cheng
[31] malaria,tb
[31] cheng,nyt

Top Word Pairs in Tweet in G2:
[701] gmo,mosquitoes
[701] mosquitoes,vaccinate
[701] vaccinate,humans
[701] funded,malaria
[700] researchers,use
[700] use,gmo
[700] humans,nih
[700] nih,funded
[700] malaria,study
[697] robertkennedyjr,researchers

Top Word Pairs in Tweet in G3:
[37] event,role
[37] role,youth
[37] youth,advocating
[37] advocating,accountability
[32] malaria,eradicated
[30] accountability,malaria
[30] much,room
[30] room,optimism
[29] tb,malaria
[28] eradicated,top

Top Word Pairs in Tweet in G4:
[492] malaria,vaccine
[255] first,malaria
[236] need,know
[236] know,first
[236] vaccine,rts
[236] rts,malaria
[236] vaccine,scientific
[236] scientific,breakthrough
[236] breakthrough,st
[62] died,malaria

Top Word Pairs in Tweet in G5:
[61] lagos,malaria
[60] malaria,wan
[59] rutie_xx,small
[59] wan,finish
[59] steadyyboyy,taste
[59] taste,drug
[59] drug,worse
[59] worse,malaria
[59] malaria,self
[58] small,time

Top Word Pairs in Tweet in G6:
[219] buenas,tardes
[219] tardes,minsaludcol
[219] minsaludcol,rios
[219] rios,apaporis
[219] apaporis,caquetá
[219] caquetá,incremento
[219] incremento,casos
[219] casos,malaria
[219] malaria,población
[218] pmartinezsilva,buenas

Top Word Pairs in Tweet in G7:
[196] ron,johnson
[196] russian,propaganda
[196] propaganda,pushes
[194] pushes,malaria
[186] johnson,launders
[186] launders,russian
[129] malaria,poison
[129] poison,replacement
[119] mollyjongfast,jess_sassenach
[119] jess_sassenach,well

Top Word Pairs in Tweet in G8:
[107] mosquito,nets
[76] use,mosquito
[72] katoto,majority
[72] majority,villagers
[72] villagers,use
[72] nets,delineate
[72] delineate,gardens
[72] gardens,purposes
[71] rita_arinaitwe,katoto
[71] purposes,fish

Top Word Pairs in Tweet in G9:
[112] bills,kill
[112] kill,faster
[112] faster,malaria
[112] malaria,man
[111] letter_to_jack,bills
[4] tinubu,camp
[4] camp,agreed
[4] agreed,buhari
[4] buhari,disaster
[4] disaster,preaching

Top Word Pairs in Tweet in G10:
[117] não,vergonha
[117] vergonha,pra
[117] pra,ninguém
[117] ninguém,votou
[117] votou,em
[117] em,simone
[117] simone,ciro
[117] ciro,soraya
[117] outro,votar
[117] votar,agora

Top Replied-To
Top Replied-To in Entire Graph:
@rutie_xx
@tundeflex_
@malaria_tv
@termousr
@mentalcasemama
@egg_has_malaria
@khristmaxz
@profesa__
@jayjedy
@brainjotter__

Top Replied-To in G2:
@robertkennedyjr
@bateman_ketcham
@kuu331108
@joseng62
@hutchelle

Top Replied-To in G3:
@who
@swisstph
@pmivectorlink
@kaisari_philipi
@francoisventer3
@lshtm_malaria
@thefigen_
@malariayouthug
@ug_lawsociety
@medsformalaria

Top Replied-To in G4:
@drtedros
@who
@umich
@un

Top Replied-To in G5:
@rutie_xx
@tundeflex_
@bube_chukwu
@steadyyboyy
@iamvinicius_snr
@sharon520545453
@ajisola11
@lins47932048
@innocentwonah2
@olorunyemipaul

Top Replied-To in G6:
@uhmein

Top Replied-To in G7:
@fpwellman
@mollyjongfast
@briantylercohen
@ciaspygirl

Top Replied-To in G8:
@sapayian

Top Replied-To in G9:
@letter_to_jack
@the_beardedsina

Top Replied-To in G10:
@gersonsalvador

Top Mentioned
Top Mentioned in Entire Graph:
@robertkennedyjr
@who
@minsaludcol
@pmartinezsilva
@erikhalvorsen18
@globalfund
@jess_sassenach
@mollyjongfast
@gersonsalvador
@letter_to_jack

Top Mentioned in G1:
@capcut11635253
@uidc_ug
@bioengineerorg
@judithapadilla1
@lussianak
@arsalan267kh
@arsalan81728999
@arsalan81536663
@9ja_breed
@atworiya

Top Mentioned in G2:
@robertkennedyjr
@ukfreedomproj
@tomtsec
@freegazanias
@mb7elt0jf6yd28q
@childrenshd
@bateman_ketcham
@artemizia_123
@alva_maravilla
@charlen16331042

Top Mentioned in G3:
@globalfund
@gatesfoundation
@malariayouthke
@nytimes
@alma_2030
@mesamalaria
@who
@apoorva_nyc
@fredros_inc
@lshtm

Top Mentioned in G4:
@who
@drtedros
@whoghana
@minofhealthug
@drmikeryan
@malariajournal
@unicef
@areebaamagsi
@un
@meraindiaicmr

Top Mentioned in G5:
@rutie_xx
@steadyyboyy
@bube_chukwu
@tundeflex_
@meet_dave_first
@feyiszn
@costinochukwu1
@luvdiane_
@_kingjonah
@horlhajr

Top Mentioned in G6:
@minsaludcol
@pmartinezsilva
@uhmein
@carolinacorcho
@gobervichada

Top Mentioned in G7:
@erikhalvorsen18
@jess_sassenach
@mollyjongfast
@briantylercohen
@fpwellman
@maggieday55
@ciaspygirl

Top Mentioned in G8:
@rita_arinaitwe
@minofhealthug
@policeug
@asiimiredebbie
@dianaatwine
@baino_brian
@amturyamusiima
@princesscheris4
@tumutungire
@sambannz

Top Mentioned in G9:
@letter_to_jack
@biggy_orobo
@g_chiagbanweghi
@the_beardedsina

Top Mentioned in G10:
@gersonsalvador

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@pinkyfaye
@derick04kt1772
@chidambara09
@andyvermaut
@afropages
@jatirado
@stigmabaseo
@falconhamada_90
@newsoneplace

Top Tweeters in G1:
@andyvermaut
@afropages
@stigmabaseo
@newsoneplace
@stigmabaseu
@allthenewsisnow
@elpitazotv
@radioafricana
@naijawhatsup
@kumparan

Top Tweeters in G2:
@lyndae222
@drdaveanddee
@heidiec5
@blisstabitha
@ele9061
@donadeedooda
@boottmills228
@emgfind
@kathyfisher10
@anto_galli4

Top Tweeters in G3:
@chidambara09
@trigorosa
@firstpost
@anas_erindra
@magarya
@nytimes
@monitor_ph
@sharonhoole
@suchtvnews
@thetimes

Top Tweeters in G4:
@dancas2
@cotey_mary
@nilimajumder
@eilonwy24
@moritzbhg
@njmike731
@ghostcatbce
@letsroc137
@laporres
@bbcworld

Top Tweeters in G5:
@jeff_tymer_
@ukwuezechinedu
@baqosky
@mee_tunde
@meekdbiochemist
@the_larryyjjhay
@iamdjaxel
@anthonystilldey
@abdulltwits
@_kingjonah

Top Tweeters in G6:
@scratchinpro
@lorena_ep_
@andrstrece
@davamara16
@trinityescapes
@nataliabaquero
@nimbuscienta
@monyrodriguezof
@noraarrubla
@yeison144

Top Tweeters in G7:
@carriesweet2017
@janet_yackle
@stlhd100
@hommeebene1998
@montique47
@maggieday55
@djq_kc
@dbluewave20
@carlottah
@im_x1

Top Tweeters in G8:
@bruno_akampa
@bismarckerisah
@drwalu920
@victorveec
@lilynampa
@keithnamu
@estherbirungi4
@sambannz
@kbainomugisa0
@arnoldtugume_

Top Tweeters in G9:
@jayromee_
@iam_ogd
@kemaayy
@bayyouxii
@auntyriri
@1st_chidi
@elhadj_pablo
@teejanson
@khay_cee
@stoesque

Top Tweeters in G10:
@gaylulista13
@lulaparasempre
@leticia_feitosa
@twixshidae
@flowerstoptg
@mdangeles92
@shawnmiotoss
@infoambiental
@antiidiota
@yosoyluiza


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