Malaria, Twitter, 5/20/2022 2:37:45 PM, 276704


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Malaria_2022-05-20_07-09-42.xlsx
Malaria_2022-05-20_07-09-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 20, 2022
Short Description:
Malaria via NodeXL https://bit.ly/38Jkydr
@who
@subpharmacist
@thecitizentz
@yed360
@dementedbonxie
@cnn
@idcobot
@njmike731
@_theladymo
@dog_loverr65

Top hashtags:
#malaria
#covid19
#alemdailusao
#tb
#chmm
#hiv
#commonwealth
#alémdailusão
#alemdailusão
#globalfund

Description:
Description
The graph represents a network of 9,116 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, 20 May 2022 at 14:18 UTC.

The requested start date was Friday, 20 May 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, 13-hour, 48-minute period from Tuesday, 17 May 2022 at 10:12 UTC to Friday, 20 May 2022 at 00:00 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 : 9116
Unique Edges : 5593
Edges With Duplicates : 9418
Total Edges : 15011
Number of Edge Types : 5
Retweet : 4346
MentionsInRetweet : 5455
Replies to : 1402
Tweet : 1705
Mentions : 2103
Self-Loops : 1759
Reciprocated Vertex Pair Ratio : 0.0187987703948924
Reciprocated Edge Ratio : 0.0369037948241848
Connected Components : 2203
Single-Vertex Connected Components : 889
Maximum Vertices in a Connected Component : 2477
Maximum Edges in a Connected Component : 6213
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.582765
Graph Density : 0.000103703903392298
Modularity : 0.598259
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,116 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, 20 May 2022 at 14:18 UTC.

The requested start date was Friday, 20 May 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, 13-hour, 48-minute period from Tuesday, 17 May 2022 at 10:12 UTC to Friday, 20 May 2022 at 00:00 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:
[34] https://www.cnn.com/2022/05/18/world/pollution-kills-9-million-lancet-study-intl-hnk/index.html
[23] https://www.monitor.co.ug/uganda/news/national/sub-county-loses-100-children-to-malaria-fever-in-one-month-3819124
[16] https://news.yahoo.com/pollution-fatal-threat-gains-urgency-223010972.html
[15] https://www.nbcnews.com/health/health-news/pollution-death-toll-high-studies-rcna29189
[14] https://www.gov.br/saude/pt-br
[14] https://www.washingtonpost.com/climate-environment/2022/05/17/pollution-caused-1-6-deaths-globally-five-straight-years-study-says/
[12] https://twitter.com/commonwealthsec/status/1527267433727381504
[12] https://elpais.com/clima-y-medio-ambiente/2022-05-18/la-contaminacion-ambiental-provoca-mas-muertes-en-el-mundo-que-el-coronavirus.html
[8] https://www.newscientist.com/article/2320438-nearly-a-third-of-bites-by-malaria-carrying-mosquitoes-are-in-the-day/
[8] https://trib.al/oAjoG3O

Top URLs in Tweet in G1:
[15] https://news.yahoo.com/pollution-fatal-threat-gains-urgency-223010972.html
[6] https://www.cnn.com/2022/05/18/world/pollution-kills-9-million-lancet-study-intl-hnk/index.html
[6] https://trib.al/oAjoG3O
[5] https://www.washingtonpost.com/climate-environment/2022/05/17/pollution-caused-1-6-deaths-globally-five-straight-years-study-says/
[4] https://www.tagesspiegel.de/wissen/toedlicher-als-drogen-oder-malaria-warum-immer-noch-millionen-menschen-an-umweltverschmutzung-sterben/28354284.html
[3] https://www.nbcnews.com/health/health-news/pollution-death-toll-high-studies-rcna29189
[3] https://apple.news/A75CSnfGJTNqSLTLfPitn_w
[3] https://twitter.com/Reuters/status/1523969922031927298
[3] https://www.monitor.co.ug/uganda/news/national/sub-county-loses-100-children-to-malaria-fever-in-one-month-3819124
[3] https://trib.al/MhqtGg7

Top URLs in Tweet in G2:
[11] https://twitter.com/commonwealthsec/status/1527267433727381504
[4] https://www.speakupafrica.org/program/march-to-kigali/
[3] https://www.theafricandream.net/milecent-foundation-free-zeromalaria-outreach/
[3] https://monkeyviral.com/malaria-nearly-a-third-of-disease-causing-mosquito-bites-happen-in-the-day/
[3] https://www.globalcause.co.uk/malaria/malaria-and-ntds/taking-a-multisectoral-approach-in-the-fight-against-malaria/?utm_source=OrganicMP-distro&utm_medium=Twitter
[3] https://www.youtube.com/watch?v=QrPiBu1ws_g&feature=youtu.be

[2] https://patientworthy.com/2022/05/18/how-malaria-impacts-your-immune-system/?utm_campaign=coschedule&utm_source=twitter&utm_medium=PatientWorthy&utm_content=How
[2] Malaria
[2] Impacts
[2] Your

Top URLs in Tweet in G3:
[1] https://twitter.com/Gbemis_la/status/1526563938065866752

Top URLs in Tweet in G4:
[1] https://trib.al/MhqtGg7
[1] https://trib.al/oAjoG3O
[1] https://apple.news/Aq9yzehuZRBe0eC703B3H4g?itscg=nws34&itsct=AA005725&campaign_id=osoc_tw
[1] https://trib.al/gFywxvF
[1] https://trib.al/EiEho6k

Top URLs in Tweet in G6:
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-01356-0
[4] https://jobs.kemri-wellcome.org/job-advert/assistant-research-officer-bohemia
[4] https://www.newscientist.com/article/2320438-nearly-a-third-of-bites-by-malaria-carrying-mosquitoes-are-in-the-day/
[2] https://www.pnas.org/doi/full/10.1073/pnas.2104282119
[2] https://jobs.kemri-wellcome.org/job-advert/community-liaison-officer-ii-bohemia
[2] https://www.cismmanhica.org/post/cism-premiado-na-espanha
[2] https://twitter.com/costantini_ird/status/1526280177940062216
[2] https://www.cell.com/trends/parasitology/fulltext/S1471-4922(22)00082-4?rss=yes
[2] https://techcodex.com/smartphone-app-helps-locate-mosquitoes-and-combat-malaria/
[2] https://peerj.com/articles/13485/?utm_source=Social&utm_medium=Twitter&utm_campaign=13485

Top URLs in Tweet in G7:
[4] https://twitter.com/_theladymo/status/1527404899587215364

Top URLs in Tweet in G8:
[7] https://elpais.com/clima-y-medio-ambiente/2022-05-18/la-contaminacion-ambiental-provoca-mas-muertes-en-el-mundo-que-el-coronavirus.html
[2] https://elpais.com/clima-y-medio-ambiente/2022-05-18/la-contaminacion-ambiental-provoca-mas-muertes-en-el-mundo-que-el-coronavirus.html?ssm=TW_CC
[1] https://elpais.com/clima-y-medio-ambiente/2022-05-18/la-contaminacion-ambiental-provoca-mas-muertes-en-el-mundo-que-el-coronavirus.html?event_log=oklogin
[1] https://elpais.com/clima-y-medio-ambiente/2022-05-18/la-contaminacion-ambiental-provoca-mas-muertes-en-el-mundo-que-el-coronavirus.html?utm_source=Twitter&ssm=TW_CM_clima#Echobox=1652864589

Top Domains
Top Domains in Tweet in Entire Graph:
[264] twitter.com
[37] cnn.com
[30] elpais.com
[25] co.ug
[22] trib.al
[20] nature.com
[20] youtube.com
[17] co.uk
[17] yahoo.com
[16] nbcnews.com

Top Domains in Tweet in G1:
[137] twitter.com
[16] yahoo.com
[11] trib.al
[8] elpais.com
[7] cnn.com
[6] com.br
[5] nature.com
[5] newscientist.com
[5] washingtonpost.com
[5] theguardian.com

Top Domains in Tweet in G2:
[29] twitter.com
[9] co.uk
[5] npr.org
[5] youtube.com
[4] speakupafrica.org
[3] theafricandream.net
[3] monkeyviral.com
[3] malariaworld.org
[3] endmalaria.org
[3] one.org

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

Top Domains in Tweet in G4:
[4] trib.al
[1] apple.news

Top Domains in Tweet in G6:
[8] twitter.com
[6] kemri-wellcome.org
[5] newscientist.com
[5] nature.com
[4] pnas.org
[3] peerj.com
[3] ucsf.edu
[2] zoom.us
[2] mesamalaria.org
[2] cismmanhica.org

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

Top Domains in Tweet in G8:
[11] elpais.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[608] malaria
[84] covid19
[82] alemdailusao
[76] tb
[52] chmm
[50] hiv
[48] commonwealth
[46] alémdailusão
[39] alemdailusão
[38] globalfund



Top Hashtags in Tweet in G1:
[32] alemdailusao
[25] malaria
[19] alémdailusão
[7] covid19
[7] alemdailusão
[6] pollution
[5] recrutement
[5] job
[5] emploi
[5] jobsearch

Top Hashtags in Tweet in G2:
[336] malaria
[59] covid19
[53] tb
[51] chmm
[46] commonwealth
[36] globalfund
[26] hiv
[22] aids
[22] endtb
[18] endmalaria

Top Hashtags in Tweet in G4:
[1] malaria

Top Hashtags in Tweet in G6:
[91] malaria
[14] mosquitoes
[13] bohemiaproject
[4] endmalaria
[4] anopheles
[3] openaccess
[3] mosquito
[2] socialscience
[2] malária
[2] birds

Top Words
Top Words in Tweet in Entire Graph:
[5276] malaria
[989] more
[988] pollution
[882] don
[870] take
[845] drugs
[696] one
[686] deaths
[683] people
[641] war

Top Words in Tweet in G1:
[874] malaria
[111] more
[104] malária
[92] pollution
[85] hiv
[84] drugs
[77] people
[74] war
[70] alcohol
[57] one

Top Words in Tweet in G2:
[357] malaria
[336] #malaria
[94] globalfund
[89] led
[85] vaccine
[77] health
[74] children
[73] today
[64] more
[59] #covid19

Top Words in Tweet in G3:
[787] don
[787] take
[418] malaria
[413] subpharmacist
[402] antibiotics
[395] drugs
[393] alabukun
[393] coke
[393] contraceptive
[393] milk

Top Words in Tweet in G4:
[233] pollution
[231] deaths
[231] 2019
[186] war
[185] one
[185] six
[185] worldwide
[185] study
[185] more
[185] annual

Top Words in Tweet in G5:
[215] tried
[215] hard
[215] avoiding
[215] microplastics
[215] something
[215] slipped
[215] re
[215] dying
[215] malaria
[215] gigachad

Top Words in Tweet in G6:
[93] malaria
[91] #malaria
[63] work
[42] during
[39] shows
[36] need
[34] 30
[34] bites
[34] occurs
[33] children

Top Words in Tweet in G7:
[168] go
[159] malaria
[101] dey
[93] one
[92] _theladymo
[87] best
[85] sef
[85] stand
[85] strong
[84] aas

Top Words in Tweet in G8:
[139] muertes
[138] ambiental
[124] polución
[109] contaminación
[109] provoca
[92] suma
[87] informe
[87] calcula
[84] millones
[76] mundo

Top Words in Tweet in G9:
[138] malaria
[101] drugs
[99] apart
[99] know
[97] urgent
[97] 2k
[97] airtime
[97] shawama
[97] pizza
[97] ice

Top Words in Tweet in G10:
[5] land
[4] malaria
[3] eye_seeeee
[3] p3ng1z
[3] iq15991967
[2] lavbaaldevarim
[2] avikerem1
[2] realhasdaic
[2] aaisrael2
[2] akodensybane

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[793] don,take
[599] malaria,drugs
[405] take,malaria
[397] deaths,worldwide
[396] alabukun,coke
[396] coke,contraceptive
[396] contraceptive,don
[396] take,antibiotics
[396] antibiotics,milk
[396] milk,don

Top Word Pairs in Tweet in G1:
[57] drugs,alcohol
[52] malaria,hiv
[44] war,terrorism
[34] ment,malaria
[32] terrorism,malaria
[31] hiv,tuberculosis
[31] more,people
[29] tuberculosis,drugs
[27] malaria,drugs
[27] war,malaria

Top Word Pairs in Tweet in G2:
[41] fight,against
[41] first,#malaria
[38] #malaria,vaccine
[37] #tb,#malaria
[34] highlight,#2
[34] #2,2021
[34] 2021,recommended
[34] recommended,use
[34] use,first
[34] vaccine,children

Top Word Pairs in Tweet in G3:
[787] don,take
[393] alabukun,coke
[393] coke,contraceptive
[393] contraceptive,don
[393] take,antibiotics
[393] antibiotics,milk
[393] milk,don
[393] take,malaria
[393] malaria,drugs
[392] subpharmacist,alabukun

Top Word Pairs in Tweet in G4:
[185] one,six
[185] more,annual
[185] annual,global
[185] global,tolls
[185] tolls,war
[184] pollution,caused
[184] caused,one
[184] six,deaths
[184] deaths,worldwide
[184] worldwide,2019

Top Word Pairs in Tweet in G5:
[215] tried,hard
[215] hard,avoiding
[215] avoiding,microplastics
[215] microplastics,something
[215] something,slipped
[215] slipped,re
[215] re,dying
[215] dying,malaria
[215] malaria,gigachad
[214] highlethality2,tried

Top Word Pairs in Tweet in G6:
[35] work,shows
[33] bites,#malaria
[33] baldini_fra,work
[29] 30,bites
[29] occurs,inside
[29] inside,houses
[29] houses,during
[29] during,daytime
[28] shows,30
[28] #malaria,mosquito

Top Word Pairs in Tweet in G7:
[87] best,malaria
[85] stand,strong
[84] mosquito,bite
[83] aas,sef
[83] sef,dey
[83] dey,sing
[83] sing,cos
[83] cos,stand
[83] strong,go
[83] go,minus

Top Word Pairs in Tweet in G8:
[109] contaminación,ambiental
[109] ambiental,provoca
[87] informe,calcula
[87] calcula,polución
[76] provoca,muertes
[76] muertes,mundo
[76] mundo,coronavirus
[70] coronavirus,informe
[69] locodelpelorojo,contaminación
[69] polución,caus

Top Word Pairs in Tweet in G9:
[101] malaria,drugs
[99] drugs,know
[97] apart,urgent
[97] urgent,2k
[97] 2k,airtime
[97] airtime,shawama
[97] shawama,pizza
[97] pizza,ice
[97] ice,cream
[97] cream,suya

Top Word Pairs in Tweet in G10:
[2] 6tk9cn1rb4a49b1,antonio_ott1961
[2] antonio_ott1961,codornicespark
[2] codornicespark,gomiriam63
[2] gomiriam63,iq15991967
[2] iq15991967,reems84
[2] reems84,jonathanweissb3
[2] jonathanweissb3,eye_seeeee
[2] eye_seeeee,p3ng1z

Top Replied-To
Top Replied-To in Entire Graph:
@fischblog
@dayoamusa
@naija_pr
@lumihearts_ng
@damiadenuga
@_theladymo
@ekunfuggi
@malaria_tv
@malpelicano
@ekitipikin

Top Replied-To in G1:
@gyzkard

Top Replied-To in G2:
@malariayouthke
@ms_santablossom
@teunbousema
@kendominic2
@lawrencegostin
@malariapapers
@kj_seung
@reachoutdev1
@trussliz

Top Replied-To in G3:
@subpharmacist

Top Replied-To in G4:
@cnn

Top Replied-To in G6:
@costantini_ird
@teunbousema
@drheatherferg
@paludismolosar
@mirlaufer
@damendah
@eppicenter_ucsf
@ronoevans1

Top Replied-To in G7:
@_theladymo
@findingkan
@_ashowz_
@irunnia_
@ladylimaaa
@rakilyon
@theayobamiii
@thee_emerald
@okyyyjj
@oluthecreator

Top Replied-To in G9:
@ekunfuggi
@abiolaisthename
@kariskiss01
@rain_goddd
@tinukedollar
@frankoudechukwu
@thefavoredwoman
@joeblefizzy
@jaylech8
@kho_rage

Top Replied-To in G10:
@margolisshana
@sheepofnarnia
@6tk9cn1rb4a49b1

Top Mentioned
Top Mentioned in Entire Graph:
@subpharmacist
@highlethality2
@cnn
@foe_us
@globalfund
@eddie_pon_vhiz
@_theladymo
@who
@cnni
@locodelpelorojo

Top Mentioned in G1:
@arrange_dmw
@vmolinav
@quinnemmett
@kennethlukasie1
@thepostsynaptic
@cordeiro
@folasheycrown22
@its_heady_again

Top Mentioned in G2:
@globalfund
@who
@commonwealthsec
@drtedros
@pmigov
@malariayouthke
@endmalaria
@carolinelucas
@corresponsalvih
@alma_2030

Top Mentioned in G3:
@subpharmacist

Top Mentioned in G4:
@cnn
@abc
@abcworldnews
@jessieyeung8
@rheamogul
@cnni
@who

Top Mentioned in G5:
@highlethality2

Top Mentioned in G6:
@baldini_fra
@kemri_wellcome
@teunbousema
@costantini_ird
@newscientist
@manhica_cism
@info_tghn
@eppicenter_ucsf
@isglobalorg
@paludismolosar

Top Mentioned in G7:
@_theladymo
@unclegbengaa
@antigravitylite
@_ashowz_
@smallmalik01
@rakilyon
@theigbowolf
@motunrayoolaor1
@eddie_pon_vhiz
@findingkan

Top Mentioned in G8:
@locodelpelorojo
@alianzaverde_
@jlnietob
@elpais_eco
@edortabergua
@oscartienealas
@clementealvarez
@el_pais
@afirma_pereira
@gabri91mg

Top Mentioned in G9:
@eddie_pon_vhiz
@bams_dayo
@_theladymo
@blqckmagik_
@rayoor1
@lavezzedout
@hippie_of_love
@balamisamaila2
@me_lanin_pie
@how_noww

Top Mentioned in G10:
@eye_seeeee
@p3ng1z
@iq15991967
@lavbaaldevarim
@avikerem1
@realhasdaic
@aaisrael2
@akodensybane
@emmettimanu
@yr72390

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@dichristine
@kompascom
@yuuji_k1
@chidambara09
@stigmabaseo
@newsoneplace
@1denmadrid
@rjber15
@jude_mugabi

Top Tweeters in G1:
@kompascom
@stigmabaseo
@newsoneplace
@vonivar
@stigmabasen
@algerie_infos
@laki0814
@ptcruiserusa
@wzbc_live
@c_coolidge

Top Tweeters in G2:
@chidambara09
@rjber15
@kokusizu2
@nilimajumder
@coolbrighton
@guardian
@trigorosa
@stlhd100
@magarya
@coolsussex

Top Tweeters in G3:
@desmond_ibude
@iphedollar
@surryshow
@emampam
@duttynana
@waxzyy_
@10xion_man
@newlove_eney
@callmeashabi
@sauceboy120

Top Tweeters in G4:
@yuuji_k1
@givemepie360
@pollsstar
@govsherazkhan
@damo_mcgregor
@ikateufel
@mpendaraha18
@breakingkind
@o_g_log
@njmike731

Top Tweeters in G5:
@scalytime
@borderlinefoid
@giantgio
@avalynwu
@8eyedeel
@mynameisnotvlad
@earldormancy
@pervertaesthete
@gam3rr0man
@1651hobbes

Top Tweeters in G6:
@mailonline
@samljpage
@chabis_ch
@dawnbazely
@belive_kinuthia
@newscientist
@onguma38
@behavecolpapers
@bloodsparasites
@nature

Top Tweeters in G7:
@auntyriri
@jigavybes
@cheekay_
@osberry_osb
@smallmalik01
@heisdhammie
@irunnia_
@lenny_x1
@iam_ibrochase
@chunchine5

Top Tweeters in G8:
@el_pais
@marpilcor
@deivid_cn
@ana265857460
@vertederofacha
@elctrodnd21
@clicerasb
@falgarof
@ruechaussettesw
@ratona5555

Top Tweeters in G9:
@hippie_of_love
@kofi_kwarteng
@martin_ez_gh
@_charlie69_
@funny_dagreat
@mondaylee
@tymer__
@blaqwakutwedex
@tifeadebayor
@cee_4our

Top Tweeters in G10:
@kppotatoes
@veronicatalbot9
@scripteladora
@dlsmith0817
@whywouldyou_uk
@michael__baskin
@manifesto2000
@artspeakcentral
@nkippur
@aussieyazz


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