20120815 Ushahidi Twitter NodeXL SNA map
20120815 Ushahidi Twitter NodeXL SNA map
From:
marc_smith
Uploaded on:
August 16, 2012
Description:
The graph represents a network of 330 Twitter users whose recent tweets contained "ushahidi". The network was obtained on Thursday, 16 August 2012 at 01:28 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 9-day period from Wednesday, 08 August 2012 at 05:45 UTC to Thursday, 16 August 2012 at 01:13 UTC.

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.

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: 330
Unique Edges: 2242
Edges With Duplicates: 569
Total Edges: 2811
Self-Loops: 279
Reciprocated Vertex Pair Ratio: 0.381009615384615
Reciprocated Edge Ratio: 0.551784160139252
Connected Components: 31
Single-Vertex Connected Components: 26
Maximum Vertices in a Connected Component: 295
Maximum Edges in a Connected Component: 2753
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.700983
Graph Density: 0.0211660679745786
Modularity: 0.378223
NodeXL Version: 1.0.1.221

Top 10 Vertices, Ranked by Betweenness Centrality:
ushahidi
zittokabwe
whiteafrican
ArtisanJr
wikiperiodismo
afromusing
HeatherLeson
hfordsa
mchambuzi
jilliancyork

Top Replied-To in Entire Graph:
ushahidi
tanganyikan
rukku
jpehouman
ppgis
zittokabwe
juanibelbis
polmykel
santisiri
maria_ressa

Top Replied-To in G1:
ushahidi
rukku
ppgis
jpehouman
electhack
creativedynamix
dersteppen
isleofmandan
dotunbabayemi
kdotcdot

Top Replied-To in G2:
tanganyikan
zittokabwe
ideyvex
pascalndege
fulgencem
mdhfrancis
subinukta
nape_nnauye
derrick077
stepattime

Top Replied-To in G3:
ushahidi
federdandg
ajamaica
cuidemoselvoto
hackshackersbog

Top Replied-To in G4:
juanibelbis
santisiri
ochacolombia
alexisestevez
nulohit
ushahidi
mediatwit
jessicacolaco

Top Replied-To in G5:
maria_ressa
_mert
jrbaldwinn
habibh
joininuk

Top Replied-To in G7:
polmykel
jmacdonald

Top Mentioned in Entire Graph:
ushahidi
crowdmap
zittokabwe
hfordsa
kaseko
pbsmediashift
whiteafrican
sahanafoss
openstreetmap
ajuonline

Top Mentioned in G1:
ushahidi
sahanafoss
openstreetmap
openmrs
crowdmap
ajuonline
lkammerud
datadyne
medic
mhealthalliance

Top Mentioned in G2:
ushahidi
zittokabwe
kaseko
irenei2011
nape_nnauye
dafrozer
noninimusic
millardayo
orijinokomedi
_ibra_kan

Top Mentioned in G3:
hubbog
hackshackersbog
ushahidi
papachan
ddianasalazar
kmilo
dersteppen
ronnielov
heatherleson
karbonarts

Top Mentioned in G4:
ushahidi
pbsmediashift
ppgis
pbsidealab
crowdmap
voteafrica
hackshackersba
blejman
agrotestigo
knightfdn

Top Mentioned in G5:
syncrodata
asher_wolf
london2012
eddieizzard
netw0rksecurity2012

Top Mentioned in G6:
hfordsa
sharethis

Top Mentioned in G7:
jocke
jmacdonald
jhouedanou
whiteafrican
arnocast
polmykel

Top Mentioned in G8:
ben_makenzie
kenmacjebbz

Top Mentioned in G10:
armandbrahaj

Top URLs in Tweet in Entire Graph:
http://blog.ushahidi.com/index.php/2012/08/14/crisis-mappers-unite/
http://blog.ushahidi.com/index.php/2012/08/13/crowdmap-introduces-facebook-open-graph-support/
http://www.scribd.com/doc/102445246/Wikipedia-Sources-Managing-sources-in-rapidly-evolving-global-news-articles-on-the-English-Wikipedia
http://roguegenius.com/hhb
http://blog.ushahidi.com/index.php/2012/08/10/how-to-deal-with-observing-too-many-elections/
http://teeming.trib.al/45kxq0
http://www.mhealthafrica.com/10-best-tools-to-boost-mhealth-initiatives-in-africa-part-22/
http://blog.ushahidi.com/index.php/2012/08/08/weekly-upgrade-day-humanitarian-hack-box/
http://feedproxy.google.com/~r/ushahidi/~3/7AqMpOA6BHs/
http://blog.ushahidi.com/index.php/2012/08/15/weekly-community-dev-chat-help-wanted/

Top URLs in Tweet in G1:
http://blog.ushahidi.com/index.php/2012/08/14/crisis-mappers-unite/
http://blog.ushahidi.com/index.php/2012/08/13/crowdmap-introduces-facebook-open-graph-support/
http://roguegenius.com/hhb
http://blog.ushahidi.com/index.php/2012/08/08/weekly-upgrade-day-humanitarian-hack-box/
http://www.mhealthafrica.com/10-best-tools-to-boost-mhealth-initiatives-in-africa-part-22/
http://blog.ushahidi.com/index.php/2012/08/10/how-to-deal-with-observing-too-many-elections/
http://www.scribd.com/doc/102445246/Wikipedia-Sources-Managing-sources-in-rapidly-evolving-global-news-articles-on-the-English-Wikipedia
https://groups.google.com/forum/?fromgroups#!forum/free-elections-hackers
https://wiki.ushahidi.com/display/WIKI/Contact+Us
https://wiki.ushahidi.com/display/WIKI/Community+Meetings

Top URLs in Tweet in G2:
http://www.bbc.co.uk/swahili/kwa_kina/2012/08/120809_fossil_new.shtml?utm_source=twitterfeed&utm_medium=twitter
http://twitpic.com/9vvw11
http://blog.ushahidi.com/index.php/2008/03/20/report-on-post-election-violence-in-kenya-un-human-rights-team/
http://afromusing.com/2012/08/13/pic-of-the-nbo-ushahidi-team/?utm_source=twitterfeed&utm_medium=twitter
http://www.afriverify.com/
http://blog.ushahidi.com/index.php/2012/08/14/crisis-mappers-unite/
http://lindaraftree.com/2012/08/09/tips-on-using-icts-for-social-monitoring-and-accountability/
http://www.writelonger.com/show/Mt85c
https://wiki.ushahidi.com/display/WIKI/Deployments+of+the+Week
http://instagram.com/p/OTaIVMJfOP/

Top URLs in Tweet in G3:
http://www.meetup.com/Hacks-Hackers-Bogota/events/70386462/i3/socialmedia/
http://twitpic.com/ai5vy7
http://www.portafolio.co/portafolio-plus/convocan-%E2%80%98hackaton%E2%80%99-ambiental-bogota
http://demo.ushahidi.com/
https://github.com/ushahidi/Ushahidi_Android/commit/34ea706ced00177c001c8978e0345ee69dd71164
http://apps.gkudos.com/ushahidi/
http://ushahidi.com
https://wiki.ushahidi.com/display/WIKI/Ushahidi+Toolkits
http://twitpic.com/ai5m4i
https://github.com/ushahidi/Ushahidi_Web/commit/88f49b838884f9844c60c4afed2a7fa2be766107

Top URLs in Tweet in G4:
http://teeming.trib.al/45kxq0
https://www.agrotestigo.crowdmap.com/
http://www.meetup.com/HacksHackersBA/
http://teeming.trib.al/sOA9P8
http://dgroups.org/?vk2r2fcd
http://www.pbs.org/idealab/2012/08/whats-next-for-ushahidi-and-its-platform226.html
http://www.pbs.org/idealab/2012/08/whats-next-for-ushahidi-and-its-platform226.html?utm_source=twitterfeed&utm_medium=twitter
https://agrotestigo.crowdmap.com/
https://wiki.ushahidi.com/display/WIKI/Types+of+Maps
http://dgroups.org/?2g3gzyxa

Top URLs in Tweet in G5:
http://www.securityfocus.com/bid/54744
http://www.securityfocus.com/bid/54744?utm_source=twitterfeed&utm_medium=twitter
http://ushahidi.com
http://permalink.gmane.org/gmane.comp.security.oss.general/8135?utm_source=twitterfeed&utm_medium=twitter
http://permalink.gmane.org/gmane.comp.security.oss.general/8134?utm_source=twitterfeed&utm_medium=twitter
http://feeds.feedburner.com/~r/securityfocus/AbaxNet/~3/yaLY9uMEsR0/54744?utm_source=feedburner&utm_medium=twitter&utm_campaign=backtrack_linux
http://www.securityfocus.com/bid/54744?utm_source=dlvr.it&utm_medium=twitter
http://maldicore.com
http://www.tumblr.com/Zp3PtxRC0kd5
http://feedproxy.google.com/~r/ushahidi/~3/c5xYVgr1nhk/

Top URLs in Tweet in G6:
http://www.scribd.com/doc/102445246/Wikipedia-Sources-Managing-sources-in-rapidly-evolving-global-news-articles-on-the-English-Wikipedia
http://blog.ushahidi.com/index.php/2012/08/07/beyond-reliability-an-ethnographic-study-of-wikipedia-sources/

Top URLs in Tweet in G7:
http://ushahidi.Com
https://t.co/F0GXI5ZJ
http://www.pbs.org/idealab/2012/08/whats-next-for-ushahidi-and-its-platform226.html?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=PBSMediaShift
http://jardenberg.se/b/harassmap-a-sadly-needed-service/

Top URLs in Tweet in G9:
https://github.com/ushahidi/Ushahidi_Web/issues/756
http://jvndb.jvn.jp/ja/contents/2012/JVNDB-2012-003567.html?utm_source=twitterfeed&utm_medium=twitter

Top URLs in Tweet in G10:
https://github.com/ushahidi/Ushahidi-Localizations

Top Hashtags in Tweet in Entire Graph:
ushahidi
youthpeaceelections
bogmapaambiental
m4d
hfoss
hhba
opensource
mapping
kot
tech

Top Hashtags in Tweet in G1:
ushahidi
hfoss
opensource
mapping
warmfuzzyfeeling
m4d
civroute
dctech
openforbiz
london2012

Top Hashtags in Tweet in G2:
youthpeaceelections
kot
ushahidi
haijulikani
amplifaya
weaad2012
youthpeaceeelections
bungeni
media
blogging

Top Hashtags in Tweet in G3:
bogmapaambiental
ushahidi
periodismos
hacklatam
hacksandhackers
crowdmap
pilasconlabasura
kyrgyzstan
crowdsourcing
blum2012

Top Hashtags in Tweet in G4:
hhba
ushahidi
m4d
tech
hacksandhackers
getmonki
focas12
mediajustice
aejmc12
emergencias

Top Hashtags in Tweet in G5:
dimb
ushahidi
3tyow
ottawa
isc
secnewsfeed
akendewa
afrique
abidjan
ci225

Top Hashtags in Tweet in G7:
ict4d

Top Hashtags in Tweet in G8:
subaruimebeba

Top Hashtags in Tweet in G9:
owasp

Top Hashtags in Tweet in G10:
ushahidi

Top Words in Tweet in Entire Graph:
ushahidi
rt
platform
blog
wa
crowdmap
ni
crisis
mappers
de

Top Words in Tweet in G1:
ushahidi
rt
blog
crisis
crowdmap
mappers
open
unite
amp
hack

Top Words in Tweet in G2:
ushahidi
wa
rt
ni
na
ya
youthpeaceelections
kila
kesi
zittokabwe

Top Words in Tweet in G3:
ushahidi
de
rt
ushahidi_web
robbie
mackay
para
eyedol
y
bogmapaambiental

Top Words in Tweet in G4:
ushahidi
platform
rt
re
next
examples
looking
used
agricultural
market

Top Words in Tweet in G5:
ushahidi
2012
vulnerabilities
platform
jvndb
multiple
security
vuln
sql
message

Top Words in Tweet in G6:
wikipedia
sources
rt
hfordsa
pubd
final
report
ushahidi's
project
incl

Top Words in Tweet in G7:
ushahidi
rt
polmykel
jocke
jmacdonald
pour
sure
yes
here
s

Top Words in Tweet in G8:
rt
subaruimebeba
mapost
za
stima
imeanguka
alai
ni
eye
witness

Top Words in Tweet in G9:
ushahidi

Top Words in Tweet in G10:
ushahidi
albanian
sq_al
now

Top Word Pairs in Tweet in Entire Graph:
ushahidi, platform
rt, ushahidi
ushahidi, blog
crisis, mappers
ushahidi, ushahidi
next, ushahidi
mappers, unite
ushahidi_web, robbie
robbie, mackay
open, graph

Top Word Pairs in Tweet in G1:
ushahidi, blog
rt, ushahidi
crisis, mappers
ushahidi, ushahidi
mappers, unite
humanitarian, hack
hack, box
open, graph
crowdmap, introduces
introduces, facebook

Top Word Pairs in Tweet in G2:
ushahidi, wa
na, ushahidi
zittokabwe, kaseko
irenei2011, zittokabwe
leo, ni
wa, sauti
rt, irenei2011
siyo, kila
kila, ushahidi
hilo, naliunga

Top Word Pairs in Tweet in G3:
ushahidi_web, robbie
robbie, mackay
ushahidi_android, eyedol
de, ushahidi
en, hubbog
es, ushahidi
con, ushahidi
ushahidi, y
google, maps
para, este

Top Word Pairs in Tweet in G4:
ushahidi, platform
next, ushahidi
looking, examples
examples, ushahidi
used, agricultural
platform, used
agricultural, market
market, information
information, systems
systems, crop

Top Word Pairs in Tweet in G5:
ushahidi, platform
jvndb, 2012
ushahidi, multiple
multiple, security
security, vulnerabilities
vuln, ushahidi
vulnerabilities, securityfocus
platform, における
における, sql
sql, インジェクションの脆弱性

Top Word Pairs in Tweet in G6:
wikipedia, sources
rt, hfordsa
hfordsa, pubd
pubd, final
final, report
report, ushahidi's
ushahidi's, wikipedia
sources, project
project, incl
incl, case

Top Word Pairs in Tweet in G7:
polmykel, jocke
jocke, sure
yes, ushahidi
ushahidi, here
here, s
s, service
service, built
built, platform
platform, endorsed

Top Word Pairs in Tweet in G8:
subaruimebeba, mapost
mapost, za
za, stima
stima, imeanguka
imeanguka, alai
alai, ni
ni, eye
eye, witness
witness, lakini
lakini, amejam

Top Word Pairs in Tweet in G10:
ushahidi, albanian
albanian, sq_al
sq_al, now

Top Tweeters in Entire Graph:
NonProfitBlogs
animesa
pcdnetwork
superbranch
b0rn2Frag
Tanganyikan
MariaSTsehai
jocke
PhilipOgola
Alltop_journal

Top Tweeters in G1:
NonProfitBlogs
pcdnetwork
superbranch
khadijapatel
Mr_Harmlos
CreativeDynamix
ajuonline
isleofmandan
deepcell
sahnetaeter

Top Tweeters in G2:
Tanganyikan
MariaSTsehai
PhilipOgola
PapiChulo_Chuly
FidQ
nanyaro_
iMatett_Davie
Blogs_Kenya
UrbanGuru_tz
AlexMounde

Top Tweeters in G3:
animesa
arttesano
ddianasalazar
fernalonso
wikiperiodismo
kmilo
papachan
hackbo
jorgeaarturo
dersteppen

Top Tweeters in G4:
Alltop_journal
miguelpaz
juanibelbis
Karanja_Anthony
blejman
nulohit
LAMediaReform
CatComm
alexisestevez
HacksHackersBA

Top Tweeters in G5:
b0rn2Frag
D3Seguridad
1Anndra
TAtanasoska
Backtrack5
oss_security
JVNiPedia
MaldicoreAlerts
analette
dopaminergic13

Top Tweeters in G6:
AnnabelleBoutet
jennachiapas
jennaburrell
surrogatekey
ethnomatters

Top Tweeters in G7:
jocke
jmacdonald
polmykel

Top Tweeters in G8:
GrayCee_
Ben_Makenzie
kenmacjebbz

Top Tweeters in G9:
security_inci

Top Tweeters in G10:
armandBrahaj
oxodesign