Malaria, Twitter, 7/8/2022 6:27:52 PM, 279203


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Malaria_2022-07-08_07-09-41.xlsx
Malaria_2022-07-08_07-09-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 08, 2022
Short Description:
Malaria via NodeXL https://bit.ly/3RojQUr
@manasseh_azure
@idcobot
@globalfund
@ebenezer_peegah
@wizarab10
@govkaduna
@mrkalevor
@ganamshelia
@nmepnigeria
@rollzmandyce

Top hashtags:
#malaria
#fightforwhatcounts
#tb
#1point2billion
#hiv
#tigrayans
#aids
#endmalaria

Description:
Description
The graph represents a network of 8,741 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, 08 July 2022 at 14:18 UTC.

The requested start date was Friday, 08 July 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, 6-hour, 17-minute period from Tuesday, 05 July 2022 at 17:37 UTC to Thursday, 07 July 2022 at 23:55 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 : 8741
Unique Edges : 5222
Edges With Duplicates : 10430
Total Edges : 15652
Number of Edge Types : 5
Retweet : 4692
MentionsInRetweet : 5837
Tweet : 1367
Replies to : 1429
Mentions : 2327
Self-Loops : 1452
Reciprocated Vertex Pair Ratio : 0.018077144502015
Reciprocated Edge Ratio : 0.0355123275277087
Connected Components : 1810
Single-Vertex Connected Components : 707
Maximum Vertices in a Connected Component : 3474
Maximum Edges in a Connected Component : 8703
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 8.842406
Graph Density : 0.000115738528835282
Modularity : 0.571866
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,741 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, 08 July 2022 at 14:18 UTC.

The requested start date was Friday, 08 July 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, 6-hour, 17-minute period from Tuesday, 05 July 2022 at 17:37 UTC to Thursday, 07 July 2022 at 23:55 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:
[38] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-01795-9
[10] http://toi.in/micron/redirect.html?str=g8T5oZ19
[9] https://www.seattletimes.com/seattle-news/science/mosquitoes-are-the-new-syringe-seattle-lab-nibbles-at-malaria-vaccine/
[7] https://twitter.com/WhiteHouse/status/1544715747263488000
[7] https://twitter.com/isaacafrica_/status/1545038331146145792
[7] https://punchng.com/kano-targets-12-million-children-for-malaria-prevention-exercise/?utm_medium=Social&utm_source=Twitter#Echobox=1657043055-1
[6] https://www.friendsmwcf777.org/donate
[6] https://givebutter.com/y8gv1a
[6] https://www.xtra.net/news/nigeria/kano-targets-12-children-malaria-chemoprevention
[5] https://www.nature.com/articles/s41586-022-04908-6

Top URLs in Tweet in G1:
[11] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-01795-9
[4] https://elportaluco.com/por-que-los-mosquitos-nos-pican-a-unos-mas-que-a-otros/
[4] https://twitter.com/MBuhari/status/1544734631974559746
[4] https://twitter.com/isaacafrica_/status/1545038331146145792
[3] https://ambarmultimedios.com.mx
[3] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fjuan.b.cuesta
[3] https://twitter.com/jubacu2000
[3] https://www.linkedin.com/in/juan-balboa-cuesta
[2] https://www.vanguardngr.com/2022/07/kano-govt-spends-n800m-on-anti-malaria-drugs/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/shayomaste/status/1544339349520670721

Top URLs in Tweet in G2:
[20] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-01795-9
[6] https://www.friendsmwcf777.org/donate
[6] https://givebutter.com/y8gv1a
[5] https://twitter.com/WhiteHouse/status/1544715747263488000
[4] https://www.parliamentlive.tv/Event/Index/b0d83f80-a710-43e4-b13a-167e11b0ab8f
[3] https://twitter.com/whitehouse/status/1544715747263488000
[3] https://www.nature.com/articles/s41586-022-04908-6
[3] https://twitter.com/ALMA_2030/status/1544654258464866305
[3] http://outbreaknewstoday.com/costa-rica-reports-increase-in-malaria-in-2022/
[3] https://us02web.zoom.us/meeting/register/tZUpceqppzIrE9PmWA50D04HocsksIDKLeX8

Top URLs in Tweet in G3:
[2] https://www.nytimes.com/2021/10/06/health/malaria-vaccine-who.html
[1] https://twitter.com/SkyNews/status/1544685600191700993

Top URLs in Tweet in G5:
[1] https://twitter.com/UTDTrey/status/1544734888695398401
[1] https://twitter.com/OscarUnusual/status/1544358754434547718

Top URLs in Tweet in G8:
[2] https://twitter.com/whitenigerian/status/1544576522605977600
[1] https://www.novartis.com/stories/renewing-our-commitment-neglected-tropical-disease-and-malaria-elimination
[1] https://dndi.org/press-releases/2022/wellcome-renews-partnership-with-dndi-to-develop-new-generation-drugs-to-treat-leishmaniasis/
[1] https://twitter.com/rayner_julian/status/1544665673430974464
[1] https://twitter.com/fahad__yd/status/1544395072967512072
[1] https://amractionfund.com/

Top URLs in Tweet in G10:
[3] https://www.nature.com/articles/s41586-022-04908-6?utm_source=dlvr.it&utm_medium=twitter
[2] https://ccp.jhu.edu/2022/07/05/malaria-report-deaths-cases/
[2] https://twitter.com/pcarrillobustam/status/1544959521784741890
[2] https://congresos.unlp.edu.ar/lasove/?lang=en
[2] https://www.nature.com/articles/s41467-022-30700-1
[1] https://www.biorxiv.org/content/10.1101/2022.07.06.498937v1
[1] https://www.embopress.org/doi/full/10.15252/embr.202254719
[1] http://www.science.org/doi/10.1126/scitranslmed.abn3256?utm_campaign=ScienceTM&utm_source=Social&utm_medium=Twitter
[1] https://www.malariaworld.org/news/african-great-lakes-countries-team-up-with-the-private-sector-to-end-malaria-across-borders
[1] https://www.malariaworld.org/jobs/the-global-fund-is-seeking-members-for-its-technical-review-panel

Top Domains
Top Domains in Tweet in Entire Graph:
[234] twitter.com
[62] nature.com
[27] one.org
[22] youtube.com
[15] nih.gov
[10] toi.in
[9] seattletimes.com
[8] punchng.com
[7] allafrica.com
[6] co.uk

Top Domains in Tweet in G1:
[116] twitter.com
[17] nature.com
[5] one.org
[5] researchsquare.com
[4] linkedin.com
[4] nih.gov
[4] com.my
[4] elportaluco.com
[3] google.com
[3] com.mx

Top Domains in Tweet in G2:
[38] twitter.com
[25] nature.com
[6] friendsmwcf777.org
[6] givebutter.com
[5] nih.gov
[5] frontiersin.org
[4] allafrica.com
[4] parliamentlive.tv
[4] one.org
[3] malariaconsortium.org

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

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

Top Domains in Tweet in G8:
[4] twitter.com
[1] novartis.com
[1] dndi.org
[1] amractionfund.com

Top Domains in Tweet in G10:
[8] nature.com
[5] twitter.com
[3] malariaworld.org
[2] jhu.edu
[2] edu.ar
[2] csod.com
[1] biorxiv.org
[1] embopress.org
[1] science.org
[1] thescientistschannel.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[438] malaria
[103] fightforwhatcounts
[91] tb
[78] 1point2billion
[52] hiv
[50] tigrayans
[44] aids
[37] endmalaria
[34] mosquito
[33] dengue



Top Hashtags in Tweet in G1:
[6] malaria
[5] health
[4] preprints
[2] africa
[2] nature
[2] disease
[2] covid
[2] simbastorwc
[2] loveisland
[2] fightforwhatcounts

Top Hashtags in Tweet in G2:
[260] malaria
[65] tb
[49] fightforwhatcounts
[48] hiv
[29] kemyaat1
[26] endmalaria
[25] 1point2billion
[20] aids
[19] kigalisummit
[17] meetthetarget

Top Hashtags in Tweet in G4:
[1] spacewitholashile

Top Hashtags in Tweet in G8:
[8] leishmaniasis
[7] kigalisummit
[3] 100percentcommitted
[3] malaria
[1] enoughisenough
[1] takebacknaija
[1] beatamr

Top Hashtags in Tweet in G10:
[49] malaria
[19] parasites
[17] mosquito
[6] vector
[4] phd
[3] plasmodium
[3] behavior
[3] plantdiseases
[3] zoonosis
[3] ectoparasites

Top Words
Top Words in Tweet in Entire Graph:
[5630] malaria
[585] global
[523] fund
[505] board
[504] daniel
[503] ghana
[501] serve
[499] general
[499] mr
[496] mo

Top Words in Tweet in G1:
[765] malaria
[40] covid
[36] more
[34] people
[33] pa
[32] dengue
[31] mosquito
[30] drugs
[27] vacuna
[27] last

Top Words in Tweet in G2:
[487] malaria
[260] #malaria
[205] globalfund
[151] fight
[95] health
[91] tb
[87] hiv
[76] against
[75] malariayouthke
[70] end

Top Words in Tweet in G3:
[484] board
[483] global
[483] fund
[481] daniel
[481] domelevo
[481] appointed
[481] serve
[476] ghana
[473] former
[473] auditor

Top Words in Tweet in G4:
[480] mo
[430] malaria
[405] shey
[330] come
[246] loud
[245] royzkingin
[242] collect
[242] mouth
[241] amatem
[241] forte

Top Words in Tweet in G5:
[221] malaria
[168] see
[163] love
[154] dating
[154] nurse
[154] difficult
[154] won
[154] eyes
[154] typhoid
[153] rollzmandyce

Top Words in Tweet in G6:
[194] malaria
[83] typhoid
[82] yhung_khalifah
[80] leaf
[80] works
[80] carry
[79] uses
[79] neem
[79] dongoyaro
[79] improves

Top Words in Tweet in G7:
[173] 1950s
[173] being
[173] sprayed
[173] village
[173] kill
[173] mosquitoes
[173] prevent
[173] malaria
[173] photo
[173] division

Top Words in Tweet in G8:
[133] malaria
[79] whitenigerian
[73] last
[73] covid
[72] sick
[72] three
[72] weeks
[71] 19
[69] two
[69] wasn

Top Words in Tweet in G9:
[149] malaria
[112] united
[103] manchester
[83] signing
[74] learn
[74] black
[74] stars
[74] stop
[74] players
[73] mingle_tweets

Top Words in Tweet in G10:
[56] male
[56] steroid
[56] female
[56] nature
[55] paper
[54] controlling
[53] congratulations
[52] hormone
[52] mating
[52] behavior

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[507] global,fund
[494] daniel,domelevo
[494] appointed,board
[493] domelevo,appointed
[493] board,global
[488] former,auditor
[488] auditor,general
[487] general,ghana
[487] mr,daniel
[486] fund,serve

Top Word Pairs in Tweet in G1:
[26] vacuna,malaria
[19] anti,malaria
[18] malaria,drugs
[17] dengue,malaria
[17] ment,malaria
[15] pa,vacuna
[13] african,countries
[11] treating,malaria
[11] fight,malaria
[11] malaria,kill

Top Word Pairs in Tweet in G2:
[88] tb,malaria
[54] fight,against
[49] hiv,tb
[45] 7th,replenishment
[45] #tb,#malaria
[43] #hiv,#tb
[42] aids,tb
[41] globalfund,fight
[37] end,malaria
[35] malaria,prevention

Top Word Pairs in Tweet in G3:
[483] global,fund
[481] daniel,domelevo
[481] domelevo,appointed
[481] appointed,board
[475] board,global
[473] former,auditor
[473] auditor,general
[473] general,ghana
[473] ghana,mr
[473] mr,daniel

Top Word Pairs in Tweet in G4:
[242] collect,loud
[242] loud,mouth
[241] amatem,forte
[240] royzkingin,malaria
[240] malaria,fih
[240] fih,collect
[240] mouth,bi
[240] bi,mo
[240] mo,shey
[240] shey,amatem

Top Word Pairs in Tweet in G5:
[154] dating,nurse
[154] nurse,difficult
[154] difficult,won
[154] won,see
[154] see,love
[154] love,eyes
[154] eyes,typhoid
[154] typhoid,malaria
[153] rollzmandyce,dating
[27] malaria,drugs

Top Word Pairs in Tweet in G6:
[81] malaria,typhoid
[79] uses,neem
[79] neem,leaf
[79] leaf,dongoyaro
[79] dongoyaro,works
[79] works,malaria
[79] typhoid,improves
[79] improves,liver
[79] liver,kidney
[79] kidney,health

Top Word Pairs in Tweet in G7:
[173] 1950s,being
[173] being,sprayed
[173] sprayed,village
[173] village,kill
[173] kill,mosquitoes
[173] mosquitoes,prevent
[173] prevent,malaria
[173] malaria,photo
[173] photo,division
[172] indiahistorypic,1950s

Top Word Pairs in Tweet in G8:
[72] three,weeks
[71] covid,19
[69] sick,last
[69] last,two
[69] two,three
[69] weeks,wasn
[69] wasn,malaria
[69] malaria,covid
[69] 19,joking
[68] whitenigerian,sick

Top Word Pairs in Tweet in G9:
[103] manchester,united
[83] signing,malaria
[74] united,learn
[74] learn,black
[74] black,stars
[74] stars,stop
[74] stop,signing
[74] malaria,players
[73] mingle_tweets,manchester
[33] sign,malaria

Top Word Pairs in Tweet in G10:
[56] male,steroid
[52] paper,male
[52] steroid,hormone
[52] hormone,controlling
[52] controlling,female
[52] female,mating
[52] mating,behavior
[52] behavior,today
[52] today,nature
[52] nature,congratulations

Top Replied-To
Top Replied-To in Entire Graph:
@dayoamusa
@daktariwawatoto
@malaria_tv
@utdtrey
@manutd
@yhung_khalifah
@_okunrinmeta
@the_lawrenz
@peteedochie_
@shayomaste

Top Replied-To in G1:
@eazi_footstep

Top Replied-To in G2:
@_africanunion
@iamcalvin01
@mybmc
@zeromalaria
@peterasands
@valerie_aura
@canadianpm
@akasomalifinest
@pskenya_
@fddlstx

Top Replied-To in G3:
@evans_neyo
@opresii
@imbrakobby
@lormi_
@puma_ugenius

Top Replied-To in G4:
@dee_bebegirl
@royzkingin
@raymuham
@_asiwajulerry
@tanitoluwa13
@afolabiolusola2
@mister_ade5
@__ganny
@armahjulio
@asiedumends

Top Replied-To in G5:
@_yem_yem
@king_pearxe
@elliotcute
@victor_fh_
@busolaaaaaaa
@bellzbody
@emekafti
@ola_garrick
@innocentzikky
@sparkybwoi

Top Replied-To in G6:
@yhung_khalifah
@omojuwa
@jbs_of_ca_ontar
@amadoll20
@jenny_szn
@annedcouturier1
@mopheenie
@ornamentisback
@didi_xx_
@josephh003

Top Replied-To in G8:
@whitenigerian
@sadeeqkurbe
@arcdini
@ehix07
@novartisgh
@muhammedkwanda
@oyeyemirafiu
@drmohammedkabir
@wanzaaam

Top Replied-To in G9:
@donnarthur_
@vennicensem
@kojo_bankz99

Top Replied-To in G10:
@globalvectorhub

Top Mentioned
Top Mentioned in Entire Graph:
@manasseh_azure
@royzkingin
@globalfund
@indiahistorypic
@_asiwajulerry
@rollzmandyce
@clucky92864053
@girl_isblessed
@yhung_khalifah
@olawaleolanir12

Top Mentioned in G1:
@ambarero
@charlesvas2
@kamlesm
@o_ze
@otunbasteady
@gracanah
@rctnansana
@manojpreem
@kcoaofficial
@myedisi9

Top Mentioned in G2:
@globalfund
@malariayouthke
@endmalaria
@theglobalfight
@resultscda
@alma_2030
@whitehouse
@iamcalvin01
@who
@secblinken

Top Mentioned in G3:
@manasseh_azure
@datanomics_
@imbrakobby
@opresii
@nsiaavena
@lormi_
@drayy09
@kottke
@papanogh

Top Mentioned in G4:
@royzkingin
@_asiwajulerry
@yhung_khalifah
@olawaleolanir12
@qdpaper2
@jumolaxx
@softilola
@holarz12
@asiedumends
@desmond_ibude

Top Mentioned in G5:
@rollzmandyce
@tasha1644
@tunnykvng
@busolaaaaaaa
@royzkingin
@yhung_khalifah
@investorbigwiz
@omolaramary10
@classikboo
@_asiwajulerry

Top Mentioned in G6:
@olawaleolanir12
@yhung_khalifah
@triplehay001
@aliyualhassan06
@unadoncraze
@_ashowz
@smallmalik01
@atilolahafeezah
@adesolablessin9
@mopheenie

Top Mentioned in G7:
@indiahistorypic

Top Mentioned in G8:
@whitenigerian
@novartisgh
@mz_tosyn
@dndi
@wellcometrust
@wanzaaam
@m__laweee
@_asiwajulerry
@ifpma
@govborno

Top Mentioned in G9:
@mingle_tweets
@drayy09
@kingjerrry
@_1realformula
@manasseh_azure
@ja_de_burns

Top Mentioned in G10:
@nature
@flamcatt
@pen
@fredros_inc
@pcarrillobustam
@thomaschurcher
@embo
@frischknechtlab
@embor
@cohenjm

Top Tweeters
Top Tweeters in Entire Graph:
@stephenoflyf
@jurylady5
@stigmabaseo
@elsakekita
@mobiquotes
@stigmabaseu
@federicoalves
@scarfizal
@kat4obama
@httweets

Top Tweeters in G1:
@stigmabaseo
@mobiquotes
@stigmabaseu
@naijawhatsup
@ptcruiserusa
@sinaronline
@_isheikh
@stigmabased
@noticiaaominuto
@anamafalda1992

Top Tweeters in G2:
@jurylady5
@federicoalves
@baronianconsult
@suestroud
@rachel_maria65
@telegraph
@bprophetable
@monasmitte
@abpnews
@mznikkinew

Top Tweeters in G3:
@gyaigyimii
@amegaxi
@mrpatriq
@pope_alorgy
@jerryjohnmensa8
@kallme_koomson
@jayzamani_
@hajiaba_
@__tim______
@evilfarmer_

Top Tweeters in G4:
@desmond_ibude
@tholar_williams
@auntyriri
@jigavybes
@itzjoedona
@asiedumends
@mendezjubril
@kabal30
@osberry_osb
@spapperboy

Top Tweeters in G5:
@aystickz
@_charlie69_
@davidchibike
@thuglife_back
@zedarkguy
@capt__rizzy
@baddest_cash
@ukwuezechinedu
@ifeoluwa_duth
@lenny_x1

Top Tweeters in G6:
@omojuwa
@big__erv
@papywave
@smallmalik01
@ikennao351
@mickeys_view
@bigmoyorshola
@ezeagulga
@brixon_za_boss
@iam_thesnowman

Top Tweeters in G7:
@deepvard
@hatfieldanne
@souravshakti
@rajbirrohilla
@astro_rat
@ashwaniattrish
@kumar_ranjeet
@officeofsa
@kamleshbansal6
@iamnone108

Top Tweeters in G8:
@mz_tosyn
@itz_omaaar
@wanzaaam
@harunabakojr
@asefakalayu5
@ehix07
@gq23401
@tukurb1
@el_fabulous
@gen_buhar

Top Tweeters in G9:
@okwasiabinti
@kwasinawil
@kvng_baff
@korsogyimi
@jupiter_riccis
@ai_testing
@yawdevil_
@jay___nastyy
@kwaku_majesty_
@sobal_official

Top Tweeters in G10:
@jimmyroybloom
@sciencecareers
@behavecolpapers
@nature
@kristindownie
@matajson
@robertrono
@paveltomancak
@ogba_nnanna
@naturecomms


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