20121016 mpesa Twitter NodeXL SNA Map
20121016 mpesa Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
October 17, 2012
Description:
The graph represents a network of 1183 Twitter users whose recent tweets contained "mpesa". The network was obtained on Monday, 15 October 2012 at 22:54 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 4-day, 9-hour, 35-minute period from Thursday, 11 October 2012 at 11:50 UTC to Monday, 15 October 2012 at 21:25 UTC.

The graph is directed.

The graph's vertices were grouped by cluster using the Wakita-Tsurumi 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: 1183
Unique Edges: 23392
Edges With Duplicates: 785
Total Edges: 24177
Self-Loops: 1161
Reciprocated Vertex Pair Ratio: 0.497471264367816
Reciprocated Edge Ratio: 0.664415105925699
Connected Components: 63
Single-Vertex Connected Components: 60
Maximum Vertices in a Connected Component: 1118
Maximum Edges in a Connected Component: 24092
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 2.365426
Graph Density: 0.0163047287217533
Modularity: 0.259938
NodeXL Version: 1.0.1.225

Top 10 Vertices, Ranked by Betweenness Centrality:
SafaricomLtd
ntvkenya
crazynairobian
Safaricom_Care
RobertAlai
RamzZy_
KenyaPower
alykhansatchu
HomeboyzRadio
BBCAfrica

Top Replied-To in Entire Graph:
safaricomltd
safaricom_care
kenyapower
984inthemorning
safaricom
kendykiogora
majorechirchir
airtel_ke
surgical_sid
eyereenreloaded

Top Replied-To in G1:
safaricomltd
safaricom_care
kenyapower
majorechirchir
984inthemorning
safaricom
airtel_ke
itsbuddhablaze
gaetanokagwa
dstv_kenya

Top Replied-To in G2:
safaricomltd
surebeve
kenyapolice
kosgeypeter
kenyapower
tshidival
984inthemorning
princethedeejay
bukimabruki
madnjomz

Top Replied-To in G3:
safaricomltd
kendykiogora
_mormanyi
surgical_sid
anzetse
mpesa
heartsizme
jayeliude
martougk
omogirango

Top Replied-To in G4:
am_tweezy
moon_goddess_7
housing_finance
984inthemorning
murrayingram
john_gathu
bryan_ikalha
safaricom_care
kenyapower
bobcollymore

Top Replied-To in G5:
safaricomltd
dennis_bigboi
makosewe
ephysaint
boazozzy
robertalai
vodacomtanzania
vccorg
pritisal

Top Replied-To in G6:
safaricomltd
peter_muchiri
decogito
edu_jaloyo
libbymisrule
missemadranya
kenyapower
brianmbunde
yozy_yoz
sirbobz

Top Replied-To in G7:
safaricomltd
chelah_reez
stannjohi_sti
housing_finance
eyesark
smusyoka
safaricom_care

Top Replied-To in G8:
safaricomltd
wafunya_
peytn5
gsquare94
bnzusa
ashmutiso

Top Replied-To in G9:
safaricomltd
kaminju
7ilmynwa
janettewaiyaki

Top Mentioned in Entire Graph:
safaricomltd
mmnjug
atwoli
ramzzy_
ckangongoi
masaku_
safaricom_care
gabrieloguda
bbcafrica
dizzlekash18

Top Mentioned in G1:
safaricomltd
gabrieloguda
ckangongoi
mmnjug
bbcafrica
atwoli
safaricom_care
africanbizmag
smusyoka
alykhansatchu

Top Mentioned in G2:
safaricomltd
mmnjug
ckangongoi
ramzzy_
atwoli
masaku_
safaricom_ltd
waynerooney
ifyodor
jojoswits

Top Mentioned in G3:
safaricomltd
mmnjug
ramzzy_
masaku_
dizzlekash18
kevvoke
atwoli
deebirundu
theteenmafia
kvaati

Top Mentioned in G4:
dailynation
mswambaire
safcom
cahaya_naruto
sodemgud
luispalencia007
kiddsteel
antiia_carnota

Top Mentioned in G5:
mmnjug
ramzzy_
safaricomltd
atwoli
vodacomtanzania
crazynairobian
dafrozer
fina_mango
mbitogee
_claire_k

Top Mentioned in G6:
kenistemule
lkwambox
yulawaka
decogito
peter_muchiri
salivavic
safaricom_care
airtel_ke
mswambaire
yozy_yoz

Top Mentioned in G7:
safaricomltd
atwoli
iwateba
mmnjug
bankelele
bobcollymore
robertalai
senmazrui
injoroge_
ckangongoi

Top Mentioned in G8:
safaricomltd
mmnjug
ramzzy_
wafunya_
iddsalim
ronierot
kennedycrank
katchwilliams
safaricom_care
masaku_

Top Mentioned in G9:
7ilmynwa
jontaykimani
safaricom_care
atwoli

Top Mentioned in G10:
bbcafrica
cindyogana
ckangongoi
safaricomltd

Top URLs in Tweet in Entire Graph:
http://twitpic.com/b33n2p
http://www.bbc.co.uk/news/world-africa-19903839
http://www.africareview.com/Business+++Finance/Kenyans+mobile+money+deposits+up/-/979184/1529990/-/sm3tj2/-/index.html
http://twitpic.com/b33r8c
http://www.nation.co.ke/News/Police+nab+Mpesa+robbers+caught+on+tape/-/1056/1530604/-/15k0696z/-/index.html
http://www.the-star.co.ke/news/article-91058/wrong-move-tax-mobile-money
http://www.humanipo.com/blog/1856/Kenyas-mobile-money-worth-half-national-budget
http://twitpic.com/b33se8
http://www.freelancer.com/projects/pinterestdeal_2558171.html?utm_source=dlvr.it&utm_medium=twitter
http://www.freelancer.com/projects/Sidejob_2558171.html?utm_medium=twitter&utm_source=twitterfeed

Top URLs in Tweet in G1:
http://twitpic.com/b33n2p
http://www.bbc.co.uk/news/world-africa-19903839
http://www.africareview.com/Business+++Finance/Kenyans+mobile+money+deposits+up/-/979184/1529990/-/sm3tj2/-/index.html
http://www.humanipo.com/blog/1856/Kenyas-mobile-money-worth-half-national-budget
http://www.the-star.co.ke/news/article-91058/wrong-move-tax-mobile-money
http://www.kopokopo.com/merchant-monday-butterlilly/
http://memeburn.com/2012/10/8-african-mobile-money-services-that-arent-m-pesa/
http://allafrica.com/stories/201210110125.html
http://m.tmi.me/xZklZ
http://m.tmi.me/xZ06C

Top URLs in Tweet in G2:
http://twitpic.com/b33n2p
http://twitpic.com/b33r8c
http://www.nation.co.ke/News/Police+nab+Mpesa+robbers+caught+on+tape/-/1056/1530604/-/15k0696z/-/index.html
http://www.writelonger.com/show/rSFM2
http://m.tmi.me/xZklZ
http://www.youtube.com/watch?v=ON4e68czBHw&sns=tw
http://twitpic.com/b33se8
http://pics.lockerz.com/s/252632163
http://www.writelonger.com/show/App92
http://www.writelonger.com/show/uQp92

Top URLs in Tweet in G3:
http://twitpic.com/b33n2p
http://twitpic.com/b33r8c
http://www.nation.co.ke/News/Police+nab+Mpesa+robbers+caught+on+tape/-/1056/1530604/-/15k0696z/-/index.html
http://www.twitlonger.com/show/jlbqcq
http://www.writelonger.com/show/tUJl2
http://twitpic.com/b33se8
http://www.writelonger.com/show/jXul2

Top URLs in Tweet in G4:
http://www.freelancer.com/projects/Sidejob_2558171.html?utm_medium=twitter&utm_source=twitterfeed
http://www.freelancer.com/projects/threeLucky_2558171.html?utm_source=twitterfeed&utm_medium=twitter
http://www.nation.co.ke/News/Police+nab+Mpesa+robbers+caught+on+tape/-/1056/1530604/-/15k0696z/-/index.html
http://www.freelancer.com/projects/realm123_2558171.html?utm_term=freelance&utm_content=freelance+uk+jobs+spare+jobs&utm_source=twitterfeed&utm_medium=twitter
http://www.freelancer.com/projects/realm123_2558171.html?utm_term=freelancer&utm_source=freelance+feed&utm_medium=twitter
http://www.freelancer.com/projects/pinterestdeal_2558171.html?utm_source=dlvr.it&utm_medium=twitter
http://www.freelancer.com/projects/dotfoxx_2558171.html
http://feeds.feedburner.com/~r/freelancer/XAOg/~3/M_KylTWTBMs/AntownK_2558171.html?utm_source=feedburner&utm_medium=twitter&utm_campaign=furthest_works
http://feeds.feedburner.com/~r/freelancer/wGMY/~3/M_KylTWTBMs/AntownK_2558171.html?utm_source=feedburner&utm_medium=twitter&utm_campaign=working_athome_
http://feeds.feedburner.com/~r/freelancer/BnxO/~3/M_KylTWTBMs/AntownK_2558171.html?utm_source=feedburner&utm_medium=twitter&utm_campaign=remote_work

Top URLs in Tweet in G5:
http://twitpic.com/b33n2p
http://allafrica.com/stories/201210110224.html
http://www.platinumdeplus.com
http://instagram.com/p/QsHMEWLZCg/
http://www.ekitabu.com/

Top URLs in Tweet in G6:
http://www.writelonger.com/show/kzQk2

Top URLs in Tweet in G7:
http://twitpic.com/b33n2p
http://www.writelonger.com/show/1tI92
http://twitpic.com/b33se8
http://www.writelonger.com/show/lBrK2
http://twtmore.com/tweet/l7bQY

Top URLs in Tweet in G8:
http://twitpic.com/b33n2p
http://www.kenyacentral.com/general/52468-engineer-develops-start-up-that-transacts-user%E2%80%99s-airtime-for-money.html
http://www.freelancer.com/projects/emorling_2558171.html

Top URLs in Tweet in G10:
http://www.bbc.co.uk/news/world-africa-19903839

Top Domains in Tweet in Entire Graph:
twitpic.com
freelancer.com
co.uk
co.ke
writelonger.com
africareview.com
tmi.me
humanipo.com
feedburner.com
youtube.com

Top Domains in Tweet in G1:
twitpic.com
co.uk
co.ke
africareview.com
humanipo.com
tmi.me
youtube.com
kopokopo.com
memeburn.com
allafrica.com

Top Domains in Tweet in G2:
twitpic.com
writelonger.com
tmi.me
co.ke
youtube.com
lockerz.com
twitlonger.com
google.com

Top Domains in Tweet in G3:
twitpic.com
writelonger.com
co.ke
twitlonger.com

Top Domains in Tweet in G4:
freelancer.com
feedburner.com
co.ke
memeburn.com
writelonger.com
co.uk

Top Domains in Tweet in G5:
twitpic.com
allafrica.com
platinumdeplus.com
instagram.com
ekitabu.com

Top Domains in Tweet in G6:
writelonger.com

Top Domains in Tweet in G7:
twitpic.com
writelonger.com
twtmore.com

Top Domains in Tweet in G8:
twitpic.com
kenyacentral.com
freelancer.com

Top Domains in Tweet in G10:
co.uk

Top Hashtags in Tweet in Entire Graph:
mpesa
freeatwoli
itsforthewakas
kenya
twitterthumbsup
technology
mobile
mfarm
doublem
job

Top Hashtags in Tweet in G1:
mpesa
kenya
twitterthumbsup
freeatwoli
itsforthewakas
doublem
technology
mobile
mfarm
mobilemoney

Top Hashtags in Tweet in G2:
mpesa
freeatwoli
itsforthewakas
kot
nikiwafreshertwitter
goldcoast7s
kukunywakushiba
panichaukonampesa
simanamamanamia
relaxnampesa

Top Hashtags in Tweet in G3:
mpesa
freeatwoli
itsforthewakas
uberfacts
justaksing
nf
nikiwafreshertwitter
cck
operationzimasimufake
thatawkwardmoment

Top Hashtags in Tweet in G4:
job
freelance
jobs
design
programmer
java
programming
mpesa
work
pinterest

Top Hashtags in Tweet in G5:
mpesa
freeatwoli
itsforthewakas
dearnyerere
zpesa
tigopesa
excitos
tanzania
tweetyourphonenumber
twitter

Top Hashtags in Tweet in G6:
fml
nkt
smh
brokeguytweet
safaricomsucks

Top Hashtags in Tweet in G7:
freeatwoli
itsforthewakas
style
mpesa
cursing
uchumiembakasi

Top Hashtags in Tweet in G8:
mpesa
ijustwon18million
java
freelance
jobs
job

Top Hashtags in Tweet in G9:
freeatwoli
itsforthewakas
teamwwe

Top Hashtags in Tweet in G10:
technology
kenya
mobile
mpesa
mfarm

Top Words in Tweet in Entire Graph:
mpesa
rt
safaricomltd
na
u
mmnjug
rotfl
lmao
texts
via

Top Words in Tweet in G1:
mpesa
rt
safaricomltd
money
kenya
via
sent
safaricom_care
change
texts

Top Words in Tweet in G2:
mpesa
rt
safaricomltd
na
u
lmao
promotional
text
texts
ya

Top Words in Tweet in G3:
mpesa
rt
safaricomltd
rotfl
mmnjug
lmao
na
via
lol
u

Top Words in Tweet in G4:
mpesa
easypeisa
kopokopo
sakariye11
need
same
function
companies
job
work

Top Words in Tweet in G5:
mpesa
rt
gt
ni
send
lmao
mmnjug
rotfl
jr
kwa

Top Words in Tweet in G6:
mpesa
rt
na
ni
hehe
safaricomltd
ya
uko
now
sasa

Top Words in Tweet in G7:
mpesa
rt
safaricomltd
na
relax
agent
stop
now
promotional
texts

Top Words in Tweet in G8:
mpesa
rt
safaricomltd
u
text
mmnjug
via
lmao
rotfl
haha

Top Words in Tweet in G9:
mpesa
rt
u
7ilmynwa
lol
check
nishakusort
d
btw
safaricomltd

Top Words in Tweet in G10:
mpesa
rt
bbcafrica
much
technology
boom
change
kenya
mobile
mfarm

Top Word Pairs in Tweet in Entire Graph:
rotfl,mpesa
mmnjug,rotfl
rt,mmnjug
lmao,rt
promotional,texts
via,mpesa
using,mpesa
mpesa,name
mpesa,text
na,mpesa

Top Word Pairs in Tweet in G1:
sent,mpesa
promotional,texts
using,mpesa
via,mpesa
mpesa,name
mpesa,agent
safaricomltd,stop
texts,using
rt,mmnjug
rotfl,mpesa

Top Word Pairs in Tweet in G2:
promotional,texts
mpesa,name
using,mpesa
lmao,rt
rt,mmnjug
mmnjug,rotfl
rotfl,mpesa
texts,using
mpesa,text
stop,sending

Top Word Pairs in Tweet in G3:
rotfl,mpesa
mmnjug,rotfl
rt,mmnjug
lmao,rt
via,mpesa
masaku_,lmao
na,mpesa
m,pesa
ramzzy_,lmao
rt,ramzzy_

Top Word Pairs in Tweet in G4:
mpesa,easypeisa
easypeisa,kopokopo
kopokopo,sakariye11
need,same
same,function
sakariye11,need
function,companies
companies,work
job,mpesa
function,freelance

Top Word Pairs in Tweet in G5:
lmao,rt
rt,mmnjug
mmnjug,rotfl
rotfl,mpesa
rt,ramzzy_
ramzzy_,lmao
mpesa,unavailable
oy,wenye
wenye,voda
voda,msaada

Top Word Pairs in Tweet in G6:
na,mpesa
mpesa,18m
18m,won
won,15m
promotional,texts
rt,kenistemule
kenistemule,mpesa
15m,customers
customers,give
give,each

Top Word Pairs in Tweet in G7:
na,mpesa
mpesa,agent
safaricomltd,stop
promotional,texts
rt,atwoli
atwoli,wakas
wakas,sent
sent,mpesa
mpesa,condripushons
condripushons,fine

Top Word Pairs in Tweet in G8:
mpesa,text
via,mpesa
lmao,rt
rt,mmnjug
mmnjug,rotfl
rotfl,mpesa
up,via
mpesa,never
safaricomltd,weneva
weneva,want2top

Top Word Pairs in Tweet in G9:
7ilmynwa,check
check,mpesa
mpesa,nishakusort
nishakusort,d

Top Word Pairs in Tweet in G10:
rt,bbcafrica
bbcafrica,much
much,technology
technology,boom
boom,change
change,kenya
kenya,mobile
mobile,mpesa
mpesa,mfarm

Top Tweeters in Entire Graph:
freejobsonline
natadipurashop
wordpresss
SafaricomLtd
jasonparker07
alykhansatchu
_jobonline
RamzZy_
JoomlaFreelance
ulohjobs

Top Tweeters in G1:
SafaricomLtd
alykhansatchu
RobertAlai
ArcherMishale
SokoAnalyst
mmnjug
iAlen
kuirab
dungudungu
Safaricom_Care

Top Tweeters in G2:
HomeboyzRadio
crazynairobian
MbitoGee
Deejay2one2
Swindee
murugyy
EdgarKevin
Makazkev
Joelolang
Kaisliwoodz

Top Tweeters in G3:
RamzZy_
Mbusih
caroledee
TheKimutai
Brianmbunde
McKym
AlindiG
tetez
vynkev
The_ONE_Adrian

Top Tweeters in G4:
freejobsonline
natadipurashop
jasonparker07
_jobonline
reconnect_Job
Sidejobs_
now_hiring_
Sidejob_
working_athome_
job_freelancer_

Top Tweeters in G5:
LcTheDreaMKiD
MANIONFIRE
iErique
WillionaireF
iamFRSH183
IamNchaKALIH
somebarry
WykidB
nanyaro_
aPaCHe14

Top Tweeters in G6:
rtwinnie
austins_kush
Mikeycaliban
vanweezy13
laurassy
LeKahuna
Rlobs
iTheDon
kiriBigg
bettkelvin

Top Tweeters in G7:
roggyie
ArapMrNgeny
Tweatlings
caloti
Johnknightmc
AndrewUnited7
Elan_Abbey
jishlagat
Athanville
stella_kirui

Top Tweeters in G8:
_dushy_
MissEdyth
LipsLikeS
Robbokagz
Abdulsamad254
omoshbjoe
AshMutiso
Mr2inches
eshrellah
DauryneDee

Top Tweeters in G9:
jontaykimani
djmissRay
athmanefan95
Muhseeen
kaninilinnett
Yveespencer
7ilmYNWA
Dimples_Amish
Paul_Jahgar
VMinyow

Top Tweeters in G10:
theDeVille
Ryaandavis
Eric_Ochieng
maiben2030
malaovca
blairglencorse
wandiasilo
eomare2