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20120919 malaria Twitter NodeXL SNA Map
20120919 malaria Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
September 20, 2012
Description:
The graph represents a network of up to 1500 Twitter users whose recent tweets contained "malaria". The network was obtained on Wednesday, 19 September 2012 at 15:37 UTC. There is an edge for each follows relationship. There is an edge for each "replies-to" relationship in a tweet. There is an edge for each "mentions" relationship in a tweet. There is a self-loop edge for each tweet that is not a "replies-to" or "mentions". The tweets were made over the 20-hour, 1-minute period from Tuesday, 18 September 2012 at 19:20 UTC to Wednesday, 19 September 2012 at 15:21 UTC.

The graph is directed.

The graph was laid out using the Fruchterman-Reingold layout algorithm.

The edge colors are based on relationship values. The edge widths are based on edge weight values. The edge opacities are based on edge weight values. The vertex sizes are based on followers values. The vertex opacities are based on followers values.

Overall Graph Metrics:
Vertices: 1289
Unique Edges: 2625
Edges With Duplicates: 557
Total Edges: 3182
Self-Loops: 1328
Reciprocated Vertex Pair Ratio: 0.40976821192053
Reciprocated Edge Ratio: 0.581327069876688
Connected Components: 666
Single-Vertex Connected Components: 544
Maximum Vertices in a Connected Component: 388
Maximum Edges in a Connected Component: 1671
Maximum Geodesic Distance (Diameter): 17
Average Geodesic Distance: 4.78042
Graph Density: 0.00102576025519325
Modularity: 0.495351
NodeXL Version: 1.0.1.225

Top 10 Vertices, Ranked by Betweenness Centrality:
MSF_USA
LoMoMarlins
A_kett
phumano
iambabadivision
OMG_its_msCHIEF
Malaria_Envoy
lruizmingote
CameronConaway
MHTF

Top Replied-To in Entire Graph:
omidwynurr
livoniabaseball
mattoddchem
paigesandee
imvegascuh
lomomarlins
nadineriannex
louiisemurphy
astriayucahyani
fieldelanation

Top Replied-To in G1:
ivonarnhem
chunkymonk3y_
fieldelanation
astriayucahyani
louiisemurphy
rieteunaves
peptalk13
nana_kandi
ian_fr1908
mccabekatie

Top Replied-To in G2:
hereiamcampaign
gsshealth
usaid
kaiserfamfound
uamalaria

Top Replied-To in G4:
lomomarlins

Top Replied-To in G5:
dasuspekt
obong_iban
tataamah
slymegee
kristenejindu
jafsmohd

Top Replied-To in G6:
remybelle
brendanvanson
jrhalsall

Top Replied-To in G7:
mandyengajos

Top Replied-To in G8:
reuben_robert
kaigu55
srlmyr
ibsanusi

Top Mentioned in Entire Graph:
lomomarlins
alfredo
msf_espana
3500m
phumano
msf_usa
el_pais
sketsalucu
gonzalofanjul
malaria_carrier

Top Mentioned in G1:
sketsalucu
skepticafrican
theafricareport
alfredo
dougiemcfly
el_pais
involver
independent
skepticai_kid
globalfundnews

Top Mentioned in G2:
msf_usa
malarianomoreuk
lshtm_malaria
worldvisionacts
hereiamcampaign
kaiserfamfound
ghhub
mattoddchem
cd2transition
stoptb

Top Mentioned in G3:
msf_espana
phumano
3500m
el_pais
gonzalofanjul
javiersolana
vicentmifsud
pauinthecloud
veoverde
juandesola

Top Mentioned in G4:
lomomarlins

Top Mentioned in G5:
frekyrexzy
mayrealham
andre_ix
dasuspekt
daily_trust
obong_iban
unilag_squatter
sperie_
yungmixer
teajae_

Top Mentioned in G6:
artofkawaii
dogmanblue
peepsqueak
teedeeso
brownmonalisasa
dick_cole2
laurazet
dakazz
edsonakodama
glblctzn

Top Mentioned in G7:
alfredo
reneayuso
yolandamart

Top Mentioned in G8:
enamara
amamambaba
liberiapp
work
amamambabazi
topeesther
katerobertspsi

Top Mentioned in G10:
madentheislands
justcoolinjay
thatboycan___
drejaded
rickyrozay
skepticafrican
_thelush
maden

Top URLs in Tweet in Entire Graph:
http://blogs.elpais.com/3500-millones/2012/09/mejor-calvos-que-con-malaria.html
http://msf.periodismohumano.com/2012/09/18/desnutricion-malaria-y-ahora-brote-de-colera/
http://trib.al/Ibj8g3
http://www.globalcitizen.org/Content/Content.aspx?id=67ef3e5d-8850-4727-b96c-bf099b570114
http://www.globalcitizen.org/Content/Content.aspx?id=97df8579-0a51-412c-9f72-c7077090494c
http://www.independent.co.uk/life-style/health-and-families/health-news/new-mosquito-poses-greater-malaria-threat-8142476.html
http://g1.globo.com/am/amazonas/noticia/2012/09/casos-de-malaria-em-manaus-caem-343-em-oito-meses-aponta-semsa.html?utm_source=twitterfeed&utm_medium=twitter
http://www.globalcitizen.org/Content/Content.aspx?id=0db3b3c8-3a60-4562-a2c6-5dd2df946270
http://www.globalcitizen.org/Content/Content.aspx?id=09fd8c5b-3c62-4a1b-ac05-3b937d84e5d0
http://www.globalcitizen.org/Content/Content.aspx?id=43d50cc9-88ce-48e6-820f-5a98f890e68c

Top URLs in Tweet in G1:
http://www.globalcitizen.org/Content/Content.aspx?id=67ef3e5d-8850-4727-b96c-bf099b570114
http://www.globalcitizen.org/Content/Content.aspx?id=97df8579-0a51-412c-9f72-c7077090494c
http://www.globalcitizen.org/Content/Content.aspx?id=43d50cc9-88ce-48e6-820f-5a98f890e68c
http://www.globalcitizen.org/Content/Content.aspx?id=09fd8c5b-3c62-4a1b-ac05-3b937d84e5d0
http://culturassagradas.blogspot.co.uk/2012/09/la-malaria-o-paludismo.html
http://www.globalcitizen.org/Content/Content.aspx?id=0db3b3c8-3a60-4562-a2c6-5dd2df946270
http://g1.globo.com/am/amazonas/noticia/2012/09/casos-de-malaria-em-manaus-caem-343-em-oito-meses-aponta-semsa.html?utm_source=twitterfeed&utm_medium=twitter
http://www.globalcitizen.org/Content/Content.aspx?id=51705adf-d16d-4102-8532-248536d601a4
http://www.globalcitizen.org/Content/Content.aspx?id=aea6fccd-d833-4c46-8976-3e80bf817238
http://www.independent.co.uk/life-style/health-and-families/health-news/new-mosquito-poses-greater-malaria-threat-8142476.html

Top URLs in Tweet in G2:
http://trib.al/Ibj8g3
http://medical-discussions.com/
http://www.independent.co.uk/life-style/health-and-families/health-news/new-mosquito-poses-greater-malaria-threat-8142476.html
http://malaria.lshtm.ac.uk/news-events/news/new-malaria-transmitting-mosquito-discovered-kenya
http://aidnews.org/refugee-camps-spread-life-threatening-diseases/?utm_source=dlvr.it&utm_medium=twitter
http://www.globalgiving.org/10987
http://www.globalhealthhub.org/2012/09/18/healthy-dose-cambodians-take-malaria-fight-mobile/
http://ventureexpeditionsblog.org/the-great-petition-end-malaria/
http://eepurl.com/pEr5L
http://www.hereiamcampaign.org/sign-on-2/

Top URLs in Tweet in G3:
http://blogs.elpais.com/3500-millones/2012/09/mejor-calvos-que-con-malaria.html
http://msf.periodismohumano.com/2012/09/18/desnutricion-malaria-y-ahora-brote-de-colera/
http://blogs.elpais.com/3500-millones/2012/09/mejor-calvos-que-con-malaria.html?utm_source=twitterfeed&utm_medium=twitter
http://www.veoverde.com/2012/09/malaria-ha-sido-determinante-en-la-evolucion-genetica-humana/
http://xosebangueses.visibli.com/share/ZDZd9S
http://malaria.ourexperiment.org
http://dlvr.it/2B0yRD
http://msf.periodismohumano.com/2012/09/18/desnutricion-malaria-y-ahora-brote-de-colera/y
http://www.msf.es/entrevista/desnutricion-malaria%E2%80%A6-ahora-brote-colera
http://feedproxy.google.com/~r/veoverde/~3/vr35LboZHfg/story01.htm?utm_source=twitterfeed&utm_medium=twitter

Top URLs in Tweet in G5:
http://www.dailytrust.com.ng/index.php/other-sections/health-insight/177001-is-nigeria-winning-the-battle-against-malaria
http://networkedblogs.com/CkT8e
http://feedproxy.google.com/~r/worldghana/~3/73gMCS3k630/?utm_source=twitterfeed&utm_medium=twitter
http://feeds.feedburner.com/~r/worldghana/~3/73gMCS3k630/?utm_source=feedburner&utm_medium=twitter&utm_campaign=anangfio
http://trib.al/Ibj8g3
http://m.tmi.me/x53QH
http://www.independent.co.uk/life-style/health-and-families/health-news/new-mosquito-poses-greater-malaria-threat-8142476.html
http://m.tmi.me/x53Yr

Top URLs in Tweet in G6:
http://www.iol.co.za/scitech/science/news/new-species-poses-greater-malaria-threat-1.1384453#.UFhKqRht3Jw
http://www.chaacreek.com/tours-activities/onsite/medicine/
http://www.helium.com/items/1833309-difference-between-dengue-fever-and-malaria
http://www.bbc.co.uk/news/world-asia-19630865
http://www.brendansadventures.com/i-got-malaria/
http://www.jci.cc/guests/en/18943/Rise-to-the-Challenge-of-the-2012-Countdown-to-Congress
http://sickontheroad.com/2012/07/25/new-malaria-approac/
http://www.helium.com/items/1860605-tropical-diseases-malaria-travel-advice
http://www.independent.co.uk/life-style/health-and-families/health-news/new-mosquito-poses-greater-malaria-threat-8142476.html
http://cyg-newsagent.net/showArticle.php?url=http://www.portalangop.co.ao/motix/en_us/noticias/saude/2012/8/38/Expatriate-doctors-update-knowledge-malaria,d7d9f238-2065-480b-a852-41895675fabb.html

Top URLs in Tweet in G7:
http://www.globalcitizen.org/Content/Content.aspx?id=0db3b3c8-3a60-4562-a2c6-5dd2df946270
http://www.globalcitizen.org/Content/Content.aspx?id=97df8579-0a51-412c-9f72-c7077090494c
http://www.globalcitizen.org/Content/Content.aspx?id=67ef3e5d-8850-4727-b96c-bf099b570114

Top URLs in Tweet in G8:
http://t.co/mi5LmyP
http://transparencyng.com/index.php/contributions/102-odimegwu-onwumere-/7118-malaria-infested-abia-government
http://www.thelancet.com/journals/laninf/article/PIIS1473-3099%2812%2970222-0/fulltext
http://www.liberianobserver.com/index.php/news/item/2531-liberia%E2%80%99s-infant-mortality-rate-reduces
http://english.cntv.cn/program/africalive/20120919/100518.shtml#.UFlz0dJ_skw.twitter
http://feeds.feedburner.com/~r/BestJobsInUganda/~3/myuSff5f9bM/?utm_source=feedburner&utm_medium=twitter&utm_campaign=andrewsegawa

Top URLs in Tweet in G9:
http://g1.globo.com/am/amazonas/noticia/2012/09/casos-de-malaria-em-manaus-caem-343-em-oito-meses-aponta-semsa.html?utm_medium=facebook&utm_source=twitterfeed
http://www.acritica.com.br/manaus/Amazonas-Amazonia-Casos-malaria-reduzem-Manaus_0_776322426.html?utm_source=twitterfeed&utm_medium=twitter
http://www.acritica.com
http://www.acritica.com.br/manaus/Amazonas-Amazonia-Casos-malaria-reduzem-Manaus_0_776322426.html
https://www.facebook.com/photo.php?pid=10677444&l=c4bd5a4556&id=309818748984
http://globo.com/
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNHYa4T_PQKdNxd-ogZmlHGuILpQKQ&url=http://g1.globo.com/am/amazonas/noticia/2012/09/casos-de-malaria-em-manaus-caem-343-em-oito-meses-aponta-semsa.html&utm_source=twitterfeed&utm_medium=twitter
http://www.blogmarcossantos.com.br/?p=30730
https://www.facebook.com/ACriticaCom/posts/486021368095015
http://www.amazonasnoticias.com.br/component/content/article/1-politica/22494-manaus-registra-queda-de-343-no-numero-de-casos-de-malaria-nos-oito-primeiros-meses-do-ano.html?utm_source=dlvr.it&utm_medium=twitter

Top Domains in Tweet in Entire Graph:
globalcitizen.org
elpais.com
periodismohumano.com
co.uk
feedburner.com
globo.com
trib.al
sciencealerts.com
helium.com
co.ke

Top Domains in Tweet in G1:
globalcitizen.org
co.uk
globo.com
feedburner.com
rt.com
theafricareport.com
google.com
sciencealerts.com
helium.com
com.br

Top Domains in Tweet in G2:
trib.al
feedburner.com
medical-discussions.com
co.uk
globalhealthhub.org
ac.uk
reuters.com
aidnews.org
globalgiving.org
undp-globalfund-capacitydevelopment.org

Top Domains in Tweet in G3:
elpais.com
periodismohumano.com
veoverde.com
visibli.com
ourexperiment.org
dlvr.it
msf.es
google.com
mdlinx.com
cresib.cat

Top Domains in Tweet in G5:
com.ng
networkedblogs.com
tmi.me
google.com
feedburner.com
trib.al
co.uk

Top Domains in Tweet in G6:
co.za
helium.com
co.uk
chaacreek.com
brendansadventures.com
jci.cc
sickontheroad.com
cyg-newsagent.net
twitter.com

Top Domains in Tweet in G7:
globalcitizen.org

Top Domains in Tweet in G8:
t.co
transparencyng.com
thelancet.com
liberianobserver.com
cntv.cn
feedburner.com

Top Domains in Tweet in G9:
globo.com
com.br
facebook.com
acritica.com
google.com

Top Hashtags in Tweet in Entire Graph:
malaria
globalcitizen
theshow
níger
okfest
openscience
hiv
tb
africa
sickcelebrities

Top Hashtags in Tweet in G1:
globalcitizen
malaria
pathogenposse
kemri
india
health
science
fml
wcgrid
travel

Top Hashtags in Tweet in G2:
malaria
hiv
tb
africa
globalhealth
globalfund
endmalaria
theglobalfund
pkfloods
india

Top Hashtags in Tweet in G3:
níger
salud
i
educación
desarrollo
open
okfest
áfrica
id
cgutenberg

Top Hashtags in Tweet in G5:
inosendu
dontmindhim
nomakeuptuesday
worldghana
footballsoccer
kwesinyantakyi
onlyinnigeria
udontstat

Top Hashtags in Tweet in G6:
abswednesday
migranthealth
medicine
plants
travel
healthnews
mobilepopulations
writerswednesday
jci
aids

Top Hashtags in Tweet in G7:
globalcitizen

Top Hashtags in Tweet in G8:
liberia
malaria
ugandan
mdg
cambodia

Top Hashtags in Tweet in G9:
followmanaus

Top Words in Tweet in Entire Graph:
malaria
rt
de
la
amp
que
en
lt
fever
used

Top Words in Tweet in G1:
malaria
globalcitizen
rt
de
la
mosquito
que
more
malária
nyamuk

Top Words in Tweet in G2:
malaria
rt
new
mosquito
niger
fighting
double
impact
malnutrition
video

Top Words in Tweet in G3:
de
la
rt
y
en
malaria
para
desnutrición
ahora
brote

Top Words in Tweet in G4:
malaria
lomomarlins
jungle
fever
feel
until
abt
5min
ago
thought

Top Words in Tweet in G5:
malaria
rt
u
mayrealham
ur
4
d
frekyrexzy
oh
dear

Top Words in Tweet in G6:
malaria
rt
mosquito
gauteng
endemic
doh
new
poses
greater
threat

Top Words in Tweet in G7:
que
malaria
en
gracias
dios
uno
se
da
cuenta
de

Top Words in Tweet in G8:
malaria
gt
rt
killing
320
ugandans
day
children
mothers
fathers

Top Words in Tweet in G9:
de
em
casos
malária
manaus
34
3
meses
oito
caem

Top Words in Tweet in G10:
lt
rt
malaria
madentheislands
bronchitis
justcoolinjay
happened
5
star
chicks

Top Word Pairs in Tweet in Entire Graph:
jungle,fever
amp,malaria
same,thing
until,abt
abt,5min
5min,ago
ago,thought
thought,jungle
fever,amp
malaria,same

Top Word Pairs in Tweet in G1:
malaria,more
la,malaria
end,malaria
malaria,malaria
more,globalcitizen
malaria,vaccine
casos,de
de,malária
em,manaus
nyamuk,malaria

Top Word Pairs in Tweet in G2:
malaria,niger
fighting,double
double,impact
impact,malnutrition
malnutrition,malaria
niger,video
msf_usa,fighting
rt,msf_usa
new,malaria
malaria,transmitting

Top Word Pairs in Tweet in G3:
desnutrición,malaria
malaria,y
y,ahora
ahora,brote
brote,de
de,cólera
níger,desnutrición
salud,global
msf_espana,explica
situación,en

Top Word Pairs in Tweet in G4:
jungle,fever
until,abt
abt,5min
5min,ago
ago,thought
thought,jungle
fever,amp
amp,malaria
malaria,same
same,thing

Top Word Pairs in Tweet in G5:
rt,frekyrexzy
dear,malaria
malaria,u
u,lyk
u,malaria
lyk,perform
perform,ur
tire,4
4,d
d,tin

Top Word Pairs in Tweet in G6:
malaria,endemic
new,mosquito
poses,greater
greater,malaria
malaria,threat
dengue,fever
rt,artofkawaii
mosquito,species
species,poses
threat,rt

Top Word Pairs in Tweet in G7:
gracias,dios
uno,se
se,da
da,cuenta
cuenta,de
de,su
su,propia
propia,malaria
malaria,en
en,los

Top Word Pairs in Tweet in G8:
malaria,killing
killing,320
320,ugandans
ugandans,day
day,children
children,mothers
mothers,fathers
fathers,gt
gt,gt
gt,commit

Top Word Pairs in Tweet in G9:
casos,de
de,malária
34,3
em,manaus
3,em
oito,meses
malária,em
manaus,caem
caem,34
em,oito

Top Word Pairs in Tweet in G10:
lt,lt
lt,rt
rt,madentheislands
malaria,lt
bronchitis,lt
malaria,rt
rt,justcoolinjay
justcoolinjay,happened
happened,5
5,star

Top Tweeters in Entire Graph:
Medical_Discuss
njmanura
ManuraNanayakka
Pandula77
KhmerYou
fixUShealth
Life_Sciences_
MindaRatna1
KitKotte
health_watch

Top Tweeters in G1:
fixUShealth
kumararatna
anilsiri19
DrdaveAnddee
KPHealth
allindiannews
Batya11394
sgdaganhar
AyyItsTee
TheMaseFace

Top Tweeters in G2:
Medical_Discuss
NonProfitBlogs
Africvillemagaz
tatom2k
viequesbound
BiteOfAMosquito
rosemarrysec
womanfish_14
christinakr
Muntez_

Top Tweeters in G3:
MDLinx
adiro61
manyez
xosebangueses
NoTime_ToWaste
javiersolana
raskaypika2003
aabella
CooperacionIB
lluimateo

Top Tweeters in G4:
AntiGlib
Flash_George_23
lexl0ve
jrichmanesq
angeldfok
squiggg
LoMoMarlins
producepat
DatDude_LP
gingersaurusRex

Top Tweeters in G5:
Dorchess
iambabadivision
SPERIE_
daSuspekt
FiftyWebs
Obong_Iban
daily_trust
anangfio
Atu_Sdq
OMG_its_msCHIEF

Top Tweeters in G6:
njmanura
Pandula77
KhmerYou
KraziLWAZI
freelancehealth
ArriannaMarie
Peepsqueak
brontyman
Brendanvanson
BabyWasu

Top Tweeters in G7:
ARTEMISALULO
YolandaMart
LizaMoquete
Iamdra
leo_gomezz
JuanCPichardo
BrinelaVivas
IngridDella
RossyCoronado
FiorDalizaDLeon

Top Tweeters in G8:
andrewsegawa
ChantellDawnSny
etienneakabags
enamara
E2DFA_
sarankjones
SongaStone
TVM_Sam
Brownschuga
dtashobya

Top Tweeters in G9:
ACritica
Manaus_Amazonas
FollowManaus
am_noticias
EMTEMPO_online
HoraManaus
Cidade_Manaus
bomdiaam
MarcosSantosAM
jornalam

Top Tweeters in G10:
MadeNTheIslands
Ask_Ricky
_TheLush
DreJaded
ThatBoyCan___
AmberAintShit
xplicitByNature
SincerelyHuka
Need_I_SayMOORE
__heyNIKKI

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.