Malaria, Twitter, 1/14/2022 9:09:25 PM, 270026


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Malaria_2022-01-14_08-12-57.xlsx
Malaria_2022-01-14_08-12-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
Malaria via NodeXL https://bit.ly/3Gx9hsm
@who
@firefoxx66
@paivivirtanen1
@blasiansomali
@globalvectorhub
@endmalaria
@dr_philippaw
@globalfund
@besttrousers
@e2dot7182818284

Top hashtags:
#malaria
#covid
#hiv
#tuberkulose
#covid19
#plasmodium
#covidlockdown

Description:
Description
The graph represents a network of 10,103 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, 14 January 2022 at 16:23 UTC.

The requested start date was Friday, 14 January 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, 17-hour, 42-minute period from Tuesday, 11 January 2022 at 07:18 UTC to Friday, 14 January 2022 at 01:00 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 : 10103
Unique Edges : 6436
Edges With Duplicates : 10002
Total Edges : 16438
Number of Edge Types : 5
Replies to : 1698
Retweet : 4390
MentionsInRetweet : 5627
Tweet : 1381
Mentions : 3342
Self-Loops : 1441
Reciprocated Vertex Pair Ratio : 0.0178132678132678
Reciprocated Edge Ratio : 0.0350030175015087
Connected Components : 2220
Single-Vertex Connected Components : 770
Maximum Vertices in a Connected Component : 1401
Maximum Edges in a Connected Component : 3727
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.140764
Graph Density : 9.74128033423624E-05
Modularity : 0.621236
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,103 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, 14 January 2022 at 16:23 UTC.

The requested start date was Friday, 14 January 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, 17-hour, 42-minute period from Tuesday, 11 January 2022 at 07:18 UTC to Friday, 14 January 2022 at 01:00 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:
[22] https://andina.pe/agencia/noticia-cientifica-peruana-premiada-estudia-anticuerpos-pacientes-asintomaticos-malaria-876688.aspx
[13] https://elpais.com/elpais/2021/12/30/album/1640887579_207985.html?ssm=TW_CC
[11] https://phys.org/news/2022-01-mosquitoes-game-discovery-clues-combat.html
[11] https://elifesciences.org/articles/70763
[9] https://www.cell.com/trends/parasitology/current
[8] https://www.abc.es/recreo/abci-brote-malaria-aviar-mata-70-por-ciento-pinguinos-britanico-202201101143_noticia.html#vca=rrss-inducido&vmc=abc-es&vso=tw&vli=noticia.foto
[7] https://www.edx.org/course/malariax-defeating-malaria-genes-globe-harvardx-ph425x#!
[6] https://elpais.com/planeta-futuro/2022-01-10/las-lecciones-de-kenia-para-vacunar-a-todo-africa-contra-la-malaria.html?ssm=TW_CC
[6] Perfect
[6] https://elestimulo.com/venezuela-tiene-35-de-casos-de-malaria-en-america-y-hace-muy-poco-al-respecto?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1641875972

Top URLs in Tweet in G1:
[5] https://www.scientificamerican.com/article/new-bait-uses-mosquitoes-love-of-malaria-parasite-to-bite-them-back/
[4] https://www.scientificamerican.com/article/new-bait-uses-mosquitoes-love-of-malaria-parasite-to-bite-them-back/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.theguardian.com/world/2022/jan/11/will-covid-19-become-less-dangerous-as-it-evolves
[3] https://twitter.com/Forbes/status/1478752322838740993
[3] https://africaresearchonline.wordpress.com/2022/01/11/botswana-ddt-is-still-being-used-for-malaria-control/
[3] https://malariajournal.biomedcentral.com/articles/10.1186/s12936-018-2248-y
[3] https://rumble.com/vsbvz4-dr.-scott-atlas-the-failure-of-lockdown-policy.html
[3] https://lifeboat.com/blog/2021/06/its-official-china-has-eliminated-malaria
[3] https://www.fwd.co.id/products/health/fwd-hospital-care-protection/
[3] https://twitter.com/JessicaOgwata/status/1481610778352496643

Top URLs in Tweet in G3:
[13] https://elpais.com/elpais/2021/12/30/album/1640887579_207985.html?ssm=TW_CC
[7] https://www.edx.org/course/malariax-defeating-malaria-genes-globe-harvardx-ph425x#!
[6] Perfect
[5] https://www.gatesfoundation.org/ideas/articles/malaria-rtss-vaccine
[4] https://www.path.org/articles/path-malaria-2021-photos/
[4] https://elpais.com/planeta-futuro/2022-01-10/las-lecciones-de-kenia-para-vacunar-a-todo-africa-contra-la-malaria.html
[4] http://roperfree.blogspot.com/2022/01/excellence-built-roperfree-brand-to.html
[3] https://www.csis.org/node/63406
[3] https://elpais.com/planeta-futuro/2022-01-10/las-lecciones-de-kenia-para-vacunar-a-todo-africa-contra-la-malaria.html#?rel=lom
[3] https://www.npr.org/sections/goatsandsoda/2021/12/06/1049356730/more-people-died-of-malaria-in-2020-than-in-2019-heres-why?utm_source=Sailthru&utm_medium=email&utm_campaign=Future

Top URLs in Tweet in G4:
[1] https://sichereschule.ch/de/hintergrund/en-epi-oder-pandemie/
[1] https://twitter.com/annamaria_tu/status/1480561570069594115

Top URLs in Tweet in G6:
[1] https://api.whatsapp.com/send?phone=&text=&source=&data=
[1] https://twitter.com/BashirAhmaad/status/1481581718347862023

Top URLs in Tweet in G7:
[1] https://twitter.com/ronzheimer/status/1480610838688014344

Top URLs in Tweet in G8:
[1] https://www.educationviews.org/9000-photos-from-palestine-in-1800s-with-no-trace-of-muslims-or-mosques/

Top URLs in Tweet in G9:
[9] https://www.cell.com/trends/parasitology/current
[2] http://biorxiv.org/cgi/content/short/2022.01.11.475801v1?rss=1&utm_source=dlvr.it&utm_medium=twitter
[2] https://pubmed.ncbi.nlm.nih.gov/35016895/?utm_source=Chrome&utm_medium=rss&utm_campaign=None&utm_content=1VsHRGSo3HXRCiEeYuWZpUtjngMaV1dlFS8HD8_1UNglqkq9z-&fc=None&ff=20220112071657&v=2.17.5
[2] https://www.biorxiv.org/content/10.1101/2022.01.11.475861v1
[1] https://www.malariagen.net/news-events/news-article/malariagen-podcast-prof-olivo-miotto-talks-about-genre-mekong-project?utm_source=Podcast&utm_medium=blog
[1] https://wwwnc.cdc.gov/eid/article/28/2/21-1725_article?utm_source=dlvr.it&utm_medium=twitter
[1] https://pubmed.ncbi.nlm.nih.gov/35013403/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220111204422&v=2.17.5
[1] https://pubmed.ncbi.nlm.nih.gov/35017873/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1xWjWYPhn9nLqj-e-fo-tDjXbev7YTjB9-fHmukWx2T9Advssa&fc=None&ff=20220112144129&v=2.17.5
[1] https://parasitesandvectors.biomedcentral.com/articles/10.1186/s13071-021-05124-3?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.biorxiv.org/content/10.1101/2020.07.05.187542v6

Top Domains
Top Domains in Tweet in Entire Graph:
[222] twitter.com
[29] elpais.com
[22] andina.pe
[20] nih.gov
[18] youtube.com
[15] elestimulo.com
[15] biomedcentral.com
[15] abc.es
[14] blogspot.com
[13] phys.org

Top Domains in Tweet in G1:
[110] twitter.com
[11] scientificamerican.com
[7] blogspot.com
[7] co.id
[5] theguardian.com
[5] youtube.com
[5] com.br
[5] jobrat.net
[4] biomedcentral.com
[4] phys.org

Top Domains in Tweet in G3:
[22] elpais.com
[19] twitter.com
[7] edx.org
[7] blogspot.com
[5] biomedcentral.com
[5] gatesfoundation.org
[4] youtube.com
[4] amazonaws.com
[4] path.org
[3] scidev.net

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

Top Domains in Tweet in G6:
[1] whatsapp.com
[1] twitter.com

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

Top Domains in Tweet in G8:
[1] educationviews.org

Top Domains in Tweet in G9:
[9] cell.com
[9] nih.gov
[8] biorxiv.org
[1] malariagen.net
[1] cdc.gov
[1] biomedcentral.com
[1] who.int
[1] ac.uk
[1] microbialmondays.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[517] malaria
[274] covid
[184] hiv
[167] tuberkulose
[72] covid19
[47] plasmodium
[41] covidlockdown
[37] scientists
[26] faucilied
[23] endmalaria



Top Hashtags in Tweet in G1:
[45] malaria
[8] covid19
[6] covid
[5] mrna
[4] dengue
[4] pharma
[4] medicine
[4] health
[4] biontech
[4] biotech

Top Hashtags in Tweet in G3:
[103] malaria
[24] covid19
[18] endmalaria
[16] mosquirix
[13] worldmalariareport
[12] tb
[9] hiv
[9] aids
[9] malariaresearch
[8] rt

Top Hashtags in Tweet in G4:
[20] lanz
[20] drosten
[1] malaria
[1] hiv

Top Hashtags in Tweet in G6:
[1] twitterban

Top Hashtags in Tweet in G7:
[151] hiv
[151] malaria
[151] tuberkulose
[151] covid
[1] who
[1] pandemie

Top Hashtags in Tweet in G9:
[46] plasmodium
[37] scientists
[28] malaria
[10] genomic
[9] mosquito
[9] artemisinin
[9] surveillance
[5] scicomm
[4] peerreview
[3] anopheles

Top Words
Top Words in Tweet in Entire Graph:
[5273] malaria
[1141] endemic
[814] back
[778] telling
[767] went
[763] till
[759] 2010
[759] fed
[759] somalia
[758] cousin

Top Words in Tweet in G1:
[758] malaria
[81] covid
[60] malária
[51] more
[47] dengue
[45] #malaria
[45] mosquitoes
[42] diseases
[41] people
[38] endemic

Top Words in Tweet in G2:
[758] somalia
[757] 2010
[757] fed
[757] fruitflies
[757] lil
[757] cousin
[757] telling
[757] edible
[757] jokes
[757] till

Top Words in Tweet in G3:
[341] malaria
[103] #malaria
[59] global
[47] cases
[42] partnership
[40] hiv
[40] endmalaria
[38] contra
[37] gavi
[36] against

Top Words in Tweet in G4:
[546] endemic
[197] malaria
[186] polio
[184] lassa
[181] brilliant
[181] well
[181] made
[181] points
[181] piece
[181] smallpox

Top Words in Tweet in G5:
[225] tobenna__
[221] malaria
[216] take
[216] anti
[214] together
[214] medications
[213] simple
[213] reminder
[213] things
[213] shouldn

Top Words in Tweet in G6:
[241] malaria
[114] test
[61] feeling
[61] ill
[61] days
[61] told
[61] use
[61] drugs
[61] exactly
[61] 9am

Top Words in Tweet in G7:
[165] die
[160] menschen
[152] knapp
[151] weltweit
[151] verhungern
[151] jedes
[151] jahr
[151] 30
[151] 40
[151] mio

Top Words in Tweet in G8:
[15] land
[11] malaria
[9] jews
[5] arabs
[4] years
[4] uninhabitable
[4] history
[4] noam8080
[4] laielkha
[4] swepal1

Top Words in Tweet in G9:
[46] #plasmodium
[43] twitter
[42] malaria
[37] hello
[37] fellow
[37] #scientists
[37] kindly
[37] make
[37] date
[37] friday

Top Words in Tweet in G10:
[7] malaria
[4] tk_the_kitsune
[4] willsworldview
[4] horusrage
[4] leanneaf
[4] takethatdarwin
[4] mucusmucous
[4] sickle
[4] cell
[3] anemia

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[757] 2010,fed
[757] fed,fruitflies
[757] fruitflies,lil
[757] lil,cousin
[757] cousin,somalia
[757] somalia,telling
[757] telling,edible
[757] edible,jokes
[757] jokes,till
[757] till,went

Top Word Pairs in Tweet in G1:
[25] gt,gt
[17] dengue,malaria
[16] covid,19
[16] neglected,tropical
[16] tropical,diseases
[14] malaria,neglected
[13] vir,biotechnology
[12] malaria,drugs
[12] g6pd,deficiency
[12] 400,000

Top Word Pairs in Tweet in G2:
[757] 2010,fed
[757] fed,fruitflies
[757] fruitflies,lil
[757] lil,cousin
[757] cousin,somalia
[757] somalia,telling
[757] telling,edible
[757] edible,jokes
[757] jokes,till
[757] till,went

Top Word Pairs in Tweet in G3:
[35] malaria,cases
[30] 2000,thanks
[30] thanks,global
[30] global,partnership
[30] partnership,halved
[30] halved,malaria
[30] malaria,death
[30] death,rates
[30] rates,prevented
[30] prevented,billion

Top Word Pairs in Tweet in G4:
[181] brilliant,well
[181] well,made
[181] made,points
[181] points,piece
[181] piece,smallpox
[181] smallpox,endemic
[181] endemic,polio
[181] polio,endemic
[181] endemic,lassa
[181] lassa,fever

Top Word Pairs in Tweet in G5:
[216] anti,malaria
[214] malaria,medications
[213] simple,reminder
[213] reminder,things
[213] things,shouldn
[213] shouldn,take
[213] take,together
[213] together,anti
[213] medications,fruits
[213] fruits,orange

Top Word Pairs in Tweet in G6:
[61] feeling,ill
[61] ill,days
[61] days,told
[61] told,use
[61] use,malaria
[61] malaria,drugs
[61] drugs,exactly
[61] exactly,9am
[61] 9am,surprised
[61] surprised,malaria

Top Word Pairs in Tweet in G7:
[151] weltweit,verhungern
[151] verhungern,jedes
[151] jedes,jahr
[151] jahr,knapp
[151] knapp,30
[151] 30,40
[151] 40,mio
[151] mio,menschen
[151] menschen,mehr
[151] mehr,#hiv

Top Word Pairs in Tweet in G8:
[2] samuellasker,idea
[2] idea,zionism
[2] zionism,jews
[2] jews,returning
[2] returning,homeland
[2] homeland,2000
[2] 2000,years
[2] years,brutal
[2] brutal,persecution
[2] raiya_zak,samloyal23

Top Word Pairs in Tweet in G9:
[37] hello,twitter
[37] twitter,fellow
[37] fellow,#scientists
[37] #scientists,kindly
[37] kindly,make
[37] make,date
[37] date,friday
[37] friday,webinar
[37] webinar,discussing
[37] discussing,#plasmodium

Top Word Pairs in Tweet in G10:
[4] sickle,cell
[3] cell,anemia
[3] pray2pesci,oldguy_wims
[3] oldguy_wims,tertiusiv
[3] tertiusiv,stilldizzy2
[3] stilldizzy2,simple_shaman
[3] simple_shaman,freyrlord
[3] freyrlord,horusrage
[3] horusrage,globalist13903
[3] globalist13903,zypisfy

Top Replied-To
Top Replied-To in Entire Graph:
@finplankaluaja1
@jtrebach
@valdecirdelecl1
@nelsonwatanabe5
@_deoluwaa
@gavinwaknight
@malaria_tv
@elieosiri
@lshtm_malaria
@chrischirp

Top Replied-To in G3:
@devisridhar
@addisabebe644
@globalfund
@sherwin11
@un
@ambmkimani
@maxi_macki
@zlatev101
@drtedros
@zeromalaria

Top Replied-To in G4:
@redkiraz
@naturbergmensch
@elvira_greco
@m_vagante
@hsimbad
@br_sprecher
@dietherast
@allinoops
@grinsepeter31

Top Replied-To in G5:
@tobenna__
@anu_official

Top Replied-To in G6:
@billyjvnior
@tweetbywale
@smallmalik01
@babygirllumi
@_gokepaul
@dianacoco_
@iambawzcartel
@al_jozzy
@mirexshotz
@ola_bode20

Top Replied-To in G7:
@listasita
@lill_mii
@spnovembersp
@infect_prevent

Top Replied-To in G8:
@samuellasker
@raiya_zak
@gretethorn
@anti_hasbara
@proud_muslim31
@havetstorm
@daggerhaft

Top Replied-To in G9:
@timcast
@nytimes
@machina_1984
@suge_grits
@realffk
@hakimimohameda1
@douchey7
@jawalls3
@rachaeltrummel
@roe_nor

Top Replied-To in G10:
@bitcoinbabbi
@centralnyguy
@badgervindaloo
@1pckt
@wondersnorbit

Top Mentioned
Top Mentioned in Entire Graph:
@blasiansomali
@tobenna__
@firefoxx66
@2sarikaya
@tunde_od
@b52malmet
@besttrousers
@dr_philippaw
@who
@reicherstephen

Top Mentioned in G1:
@lifeboathq
@biorealism
@emptyworld0722
@eyezthelight
@scientificrealm
@africa_rb
@mikado_be
@wakoppa
@sunday_akinjide
@_oscience

Top Mentioned in G2:
@blasiansomali

Top Mentioned in G3:
@who
@endmalaria
@alma_2030
@gavi
@devisridhar
@billgates
@cdcgov
@globalfund
@planeta_futuro
@aplma_malaria

Top Mentioned in G4:
@firefoxx66
@kaimeinecke
@alain_berset
@sichereschule
@elvira_greco
@allamanseb
@redkiraz
@annamaria_tu
@bag_ofsp_ufsp
@sgriffin_lab

Top Mentioned in G5:
@tobenna__
@calliypgianmel1

Top Mentioned in G6:
@heisjosep
@emekanwaguy
@adehimsef
@tweetbywale
@ukwuezechinedu
@smallmalik01
@oluwa_durotimi
@alarafa_unusual
@smiling_chee1
@zee_zhu_

Top Mentioned in G7:
@2sarikaya
@infect_prevent
@tim_roehn
@lill_mii
@spnovembersp
@datenkrakeeler

Top Mentioned in G8:
@noam8080
@laielkha
@swepal1
@mikey007007
@nifkadimnohahim
@kppotatoes
@ngscott_nz
@corjoy
@sunshinemind4
@maccabi226km

Top Mentioned in G9:
@twitter
@mgcbg_cbil
@mattmartinez44
@yiweichang
@pennmedicine
@bmbggupenn
@malariagenomics
@olivomiotto
@trendsparasitol
@biorxivpreprint

Top Mentioned in G10:
@tk_the_kitsune
@willsworldview
@horusrage
@leanneaf
@takethatdarwin
@mucusmucous
@pray2pesci
@oldguy_wims
@tertiusiv
@stilldizzy2

Top Tweeters
Top Tweeters in Entire Graph:
@zyitegadgets
@elpoliticonews
@collegemenfess
@crweworld
@roblwilson
@marceloacoelho1
@independent
@inabster
@the_dr_justice
@bannerite

Top Tweeters in G1:
@zyitegadgets
@elpoliticonews
@crweworld
@newsfilterio
@stigmabasen
@marketcurrents
@flashalert_me
@mmda
@tamatama2
@yunghusband_

Top Tweeters in G2:
@jertellp
@itsmacdeezy01
@actualbeefheart
@awfullycharming
@brwngrlkaren
@pxpular_culture
@chaseencashe
@bryanflygerian
@austrumental
@joshxysl

Top Tweeters in G3:
@trigorosa
@darrellpmwest
@monitor_ph
@naijonam
@mrdissent
@kraus_read
@ruslandzhebr
@dianefirestoker
@editaola
@xemagil

Top Tweeters in G4:
@the_lady_red
@upchuck66
@blueravefinn
@lizdolphinfluff
@olympedegouges
@oracoraque
@marmarescobar
@crof
@sigilux
@witwarrior

Top Tweeters in G5:
@harsiwarju
@esquiremagic
@dammiedammie35
@israelzaxs
@jigavybes
@tobhar4arsenal
@waxzyy_
@tife_fabunmi
@rube_mfalme
@anu_official

Top Tweeters in G6:
@day_veedd
@tegadeyforyou
@just_silva__
@urpapadeycraze
@oye440
@blvckdotun
@iambawzcartel
@dhavidote
@zee_zhu_
@dianacoco_

Top Tweeters in G7:
@vonunter
@routeandswitch1
@elisabethtobler
@roemmermann
@olejanson
@helenehargeshe1
@brischleu
@lou05316597
@edelzickewilma
@rosmarietoggwe1

Top Tweeters in G8:
@inabster
@menabster
@th2shay
@sdgmasterglass
@kppotatoes
@savtah8
@wurzel260654
@usbornnraised
@matthewbadass2
@tanyagkasim

Top Tweeters in G9:
@nytimes
@abdulrahmanleme
@b0tsci
@biorxivpreprint
@mabziz
@emtukur
@scicommbot
@behavecolpapers
@bloodsparasites
@gamelmag

Top Tweeters in G10:
@quin4trump
@takethatdarwin
@zapher134
@zypisfy
@daccampofamily
@pandeism
@scientiapercept
@impeachqueen
@ei9iw
@malo_j