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20121002 @Davos OR @WEF Twitter NodeXL SNA Map
20121002 @Davos OR @WEF Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
October 02, 2012
Description:
The graph represents a network of 519 Twitter users whose recent tweets contained "@davos OR @WEF". The network was obtained on Tuesday, 02 October 2012 at 09:59 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 8-day, 0-hour, 53-minute period from Monday, 24 September 2012 at 08:58 UTC to Tuesday, 02 October 2012 at 09:51 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 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: 519
Unique Edges: 1146
Edges With Duplicates: 197
Total Edges: 1343
Self-Loops: 582
Reciprocated Vertex Pair Ratio: 0.265060240963855
Reciprocated Edge Ratio: 0.419047619047619
Connected Components: 218
Single-Vertex Connected Components: 203
Maximum Vertices in a Connected Component: 283
Maximum Edges in a Connected Component: 1020
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 4.217171
Graph Density: 0.00273394782065302
Modularity: 0.494462
NodeXL Version: 1.0.1.225

Top 10 Vertices, Ranked by Betweenness Centrality:
Arturo_Sarukhan
tatarlak
Josep_Huguet
TheEIU
Deloitte
JJonesMBA
YGLvoices
GlobalShapers
WorldVision
schwabfound

Top Replied-To in Entire Graph:
davos
wef
chaddickerson
carlquintanilla
tdavidson
eileenguo
jmsoria
linternacope
kresearcher
arvelarsson

Top Replied-To in G1:
davos
wef
rriksrevisionen
maddogski
jajorgensen
un
eu_eeas
sepgalecio
beppe_grillo
ft

Top Replied-To in G2:
wef
chaddickerson
eileenguo
tdavidson
arvelarsson

Top Replied-To in G4:
davos
wef
linternacope
jmsoria

Top Replied-To in G5:
wef
cfkargentina

Top Replied-To in G6:
wef
davos
kresearcher

Top Replied-To in G7:
davos
wef

Top Replied-To in G8:
carlquintanilla

Top Mentioned in Entire Graph:
davos
wef
piulador_catala
jeffdsachs
wefrisk
ascoa
joembassyus
s_segal
globalshapers
tibcospotfire

Top Mentioned in G1:
davos
wef
jeffdsachs
wefrisk
tomfriedman
_flipgudda
weflip_shestrip
hungerproject
wbedutech
wspworldbank

Top Mentioned in G2:
davos
wef
globalshapers
schwabfound
bethcomstock
hultprize
eileenguo
askashkar
dcglobalshapers
yglvoices

Top Mentioned in G3:
davos
piulador_catala
wef
globalshapers
moisesnaim
bill_george
paulocoelho
jeffjarvis
luefkens
josettesheeran

Top Mentioned in G4:
davos
wef
anticorruption
ahritweets
wfpma
jeffdsachs
armakdeodelot
wefrisk
flowkadenge
mukwanja

Top Mentioned in G5:
davos
wef
ascoa
s_segal
felipecalderon
arturo_sarukhan
un
jeffdsachs
undp
bidnoticias

Top Mentioned in G6:
davos
wef
kresearcher
ihubresearch
jeffdsachs
yglvoices
openbank_es
competia
tomfriedman
amspence98

Top Mentioned in G7:
davos
wef
marthaeferreira
filonescio
noticiasmvs
salcosga
jeffdsachs
worldvision
wbedutech
wspworldbank

Top Mentioned in G8:
davos
wef
joembassyus
bysamro
cnbc
wefrisk
wwalkerww
carlquintanilla
puruesh
kamalfaridi

Top Mentioned in G9:
davos
wef
mnkeijzer
tentreeapparel
ashoka
socialcitizen
socialentassoc
bill_easterly
mercycorps
good

Top Mentioned in G10:
tibcospotfire
wef
davos
ge
bristol_myers
ppdcro
biscorecard
eynews
chevron
loubajuk

Top URLs in Tweet in Entire Graph:
http://tbe.taleo.net/NA4/ats/careers/searchResults.jsp?org=world&cws=1
http://forumblog.org/2012/09/finding-the-keys-to-national-prosperity/
http://forumblog.org/2012/09/the-narrative-structure-of-global-weakening/
http://forumblog.org/2012/09/can-russia-help-china-get-clean-energy/
http://forumblog.org/2012/09/can-the-right-tools-improve-mexicos-health/
http://forumblog.org/2012/09/why-healthy-living-needs-heavy-lifting-in-mexico/
http://forumblog.org/2012/10/fixing-americas-fiscal-problem/
http://forumblog.org/2012/10/is-economic-malpractice-hurting-consumers/
http://forumblog.org/2012/10/king-ludd-is-still-dead/
http://www.weforum.org/news/jordan-host-world-economic-forum-middle-east-and-north-africa-2013

Top URLs in Tweet in G1:
http://tbe.taleo.net/NA4/ats/careers/searchResults.jsp?org=world&cws=1
http://forumblog.org/2012/09/the-narrative-structure-of-global-weakening/
http://forumblog.org/2012/09/finding-the-keys-to-national-prosperity/
http://forumblog.org/2012/09/can-russia-help-china-get-clean-energy/
http://forumblog.org/2012/10/fixing-americas-fiscal-problem/
http://forumblog.org/2012/09/why-healthy-living-needs-heavy-lifting-in-mexico/
http://forumblog.org/2012/09/what-if-we-lost-the-use-of-antibiotics/
http://forumblog.org/2012/09/can-the-right-tools-improve-mexicos-health/
http://forumblog.org/2012/09/are-central-banks-on-the-offensive/
http://forumblog.org/2012/10/is-economic-malpractice-hurting-consumers/

Top URLs in Tweet in G2:
http://tbe.taleo.net/NA4/ats/careers/searchResults.jsp?org=world&cws=1
http://forumblog.org/2012/09/can-russia-help-china-get-clean-energy/
http://forumblog.org/2012/09/how-sick-are-the-oceans/
http://forumblog.org/2012/10/king-ludd-is-still-dead/
http://twitter.com/alvarodrigueza/status/250688916993212417/photo/1
http://forumblog.org/2012/09/why-healthy-living-needs-heavy-lifting-in-mexico/
http://forumblog.org/2012/10/values-and-the-role-of-business/
http://forumblog.org/2012/10/fixing-americas-fiscal-problem/
http://forumblog.org/2012/09/diversity-to-a-deadline-how-we-created-everyones-london-2012/
http://forumblog.org/2012/09/finding-the-keys-to-national-prosperity/

Top URLs in Tweet in G4:
http://blog.transparency.org/2012/09/24/the-business-case-for-fighting-corruption/
http://tbe.taleo.net/NA4/ats/careers/searchResults.jsp?org=world&cws=1
http://forumblog.org/2012/09/the-narrative-structure-of-global-weakening/
http://forumblog.org/2012/09/can-the-right-tools-improve-mexicos-health/
http://forumblog.org/2012/09/finding-the-keys-to-national-prosperity/
http://forumblog.org/2012/10/is-economic-malpractice-hurting-consumers/
http://www.regonline.co.uk/Register/Checkin.aspx?EventID=1124413
http://forumblog.org/2012/10/king-ludd-is-still-dead/
http://www.weforum.org/videos/video-next-manufacturing-frontier
http://forumblog.org/2012/10/fixing-americas-fiscal-problem/

Top URLs in Tweet in G5:
http://forumblog.org/2012/09/why-healthy-living-needs-heavy-lifting-in-mexico/
http://forumblog.org/2012/09/can-the-right-tools-improve-mexicos-health/
http://forumblog.org/2012/09/finding-the-keys-to-national-prosperity/
http://forumblog.org/2012/10/is-economic-malpractice-hurting-consumers/
http://tbe.taleo.net/NA4/ats/careers/searchResults.jsp?org=world&cws=1
http://www.weforum.org/events/annual-meeting-new-champions-2012?idsessions=105700
http://en.presidencia.gob.mx/2012/09/working-visit-to-new-york/
http://forumblog.org/2012/09/how-sick-are-the-oceans/
http://forumblog.org/2012/10/fixing-americas-fiscal-problem/
http://www.cnnexpansion.com/economia/2012/09/25/la-fifa-mas-efectiva-que-fmi-cristina

Top URLs in Tweet in G6:
http://tbe.taleo.net/NA4/ats/careers/searchResults.jsp?org=world&cws=1
http://forumblog.org/2012/10/fixing-americas-fiscal-problem/
http://forumblog.org/2012/09/can-russia-help-china-get-clean-energy/
http://www3.weforum.org/docs/WEF_GlobalCompetitivenessReport_2012-13.pdf
http://forumblog.org/2012/09/are-central-banks-on-the-offensive/
http://dinerointeligent.blogspot.com.es/2012/09/reporte-global-de-competitividad-2012.html
http://forumblog.org/2012/09/can-the-right-tools-improve-mexicos-health/
http://reports.weforum.org/global-information-technology-2012/#
http://forumblog.org/2012/09/how-sick-are-the-oceans/
http://forumblog.org/2012/10/is-economic-malpractice-hurting-consumers/

Top URLs in Tweet in G7:
http://tbe.taleo.net/NA4/ats/careers/searchResults.jsp?org=world&cws=1
http://forumblog.org/2012/10/king-ludd-is-still-dead/
http://www.avasant.com/research/impactsourcing
http://forumblog.org/2012/09/why-healthy-living-needs-heavy-lifting-in-mexico/
http://forumblog.org/2012/09/finding-the-keys-to-national-prosperity/
http://www.bloomberg.com/video/85104637/
http://forumblog.org/2012/09/what-can-uganda-teach-us-about-peace/
http://forumblog.org/2012/09/can-russia-help-china-get-clean-energy/
http://ecocred.me/2012/09/28/world-bank-development-delusion-and-other-interesting-articles/
http://forumblog.org/2012/09/how-sick-are-the-oceans/

Top URLs in Tweet in G8:
http://www.weforum.org/news/jordan-host-world-economic-forum-middle-east-and-north-africa-2013
http://tbe.taleo.net/NA4/ats/careers/searchResults.jsp?org=world&cws=1
http://forumblog.org/2012/09/can-we-become-energy-literate/
http://forumblog.org/2012/09/what-if-we-lost-the-use-of-antibiotics/
http://forumblog.org/2012/09/international-peace-day-towards-a-better-world/
http://forumblog.org/2012/10/king-ludd-is-still-dead/

Top URLs in Tweet in G9:
http://tbe.taleo.net/NA4/ats/careers/searchResults.jsp?org=world&cws=1
http://forumblog.org/2012/09/the-narrative-structure-of-global-weakening/
http://mondato.com/en/articles/governments-lead-the-transition-from-cash-to-digital-payments
http://forumblog.org/2012/10/is-economic-malpractice-hurting-consumers/
http://www.broadbandcommission.org/Documents/bb-annualreport2012.pdf
http://forumblog.org/2012/09/why-healthy-living-needs-heavy-lifting-in-mexico/
http://pinterest.com/pin/127508233171019311/
http://practicasdeldesarrollo.blogspot.fr/2012/09/empresas-y-ong-una-relacion-necesaria.html
http://forumblog.org/2012/09/what-if-we-lost-the-use-of-antibiotics/
http://forumblog.org/2012/09/finding-the-keys-to-national-prosperity/

Top Domains in Tweet in Entire Graph:
forumblog.org
taleo.net
weforum.org
transparency.org
youtube.com
twitter.com
com.es
ecocred.me
t.co
visibli.com

Top Domains in Tweet in G1:
forumblog.org
taleo.net
weforum.org
youtube.com
twitter.com
t.co
mixcloud.com
ecocred.me
com.es
regeringen.se

Top Domains in Tweet in G2:
forumblog.org
taleo.net
weforum.org
twitter.com
knewton.com
tmi.me
youtube.com

Top Domains in Tweet in G4:
forumblog.org
transparency.org
weforum.org
taleo.net
co.uk
euronews.com
endhumantraffickingnow.com
deloitte.com

Top Domains in Tweet in G5:
forumblog.org
taleo.net
weforum.org
gob.mx
cnnexpansion.com
elmundo.es

Top Domains in Tweet in G6:
forumblog.org
taleo.net
weforum.org
com.es
twitpic.com
t.co

Top Domains in Tweet in G7:
forumblog.org
taleo.net
avasant.com
com.mx
bloomberg.com
ecocred.me

Top Domains in Tweet in G8:
weforum.org
forumblog.org
taleo.net

Top Domains in Tweet in G9:
forumblog.org
taleo.net
mondato.com
broadbandcommission.org
pinterest.com
blogspot.fr

Top Hashtags in Tweet in Entire Graph:
wef
geneva
jordan
risk
health
tucon2012
we
corruption
obama
jobs

Top Hashtags in Tweet in G1:
wef
geneva
risk
health
obama
jobs
unga
ff
futurechina
we

Top Hashtags in Tweet in G2:
wef
geneva
globalshapers
socialmedia
youthunemployment
ygl
diversity
inclusion
paralympics
olympics

Top Hashtags in Tweet in G3:
independència
ff
tatarlak

Top Hashtags in Tweet in G4:
wef
corruption
business
geneva
jordan
esg
awards
08/10/2012 00:00:00
sriawards
sri

Top Hashtags in Tweet in G5:
wef
mexico
geneva
amnc
argentina
spain
españa
germany
alemania
france

Top Hashtags in Tweet in G6:
wef
geneva
economía
it
kenya
ygl
bbcafricadebate
w
keny
kot

Top Hashtags in Tweet in G7:
wef
geneva
futurechina
bocajarro
peace
worldbank
development
wb
impactsourcing
bpos

Top Hashtags in Tweet in G8:
jordan
we
wef
geneva
energy
doubledown2012
risk
health
bp
economy

Top Hashtags in Tweet in G9:
wef
geneva
mobilepayments
epayments
ff
echoinggreen
sgsglobal
nyc
socent
csr

Top Hashtags in Tweet in G10:
tucon2012
analytics
tucon1012
sfbigideas

Top Words in Tweet in Entire Graph:
rt
davos
wef
world
economic
n
estats
global
piulador_catala
geneva

Top Words in Tweet in G1:
davos
rt
wef
global
geneva
based
hiring
senior
manager
economic

Top Words in Tweet in G2:
rt
davos
wef
hiring
senior
manager
geneva
based
globalshapers
global

Top Words in Tweet in G3:
estats
n
piulador_catala
rt
davos
segons
wef
8
dels
20

Top Words in Tweet in G4:
rt
davos
wef
anticorruption
corruption
business
case
fighting
guest
post

Top Words in Tweet in G5:
rt
davos
wef
klaus
schwab
el
d
arturo_sarukhan
ascoa
magdy

Top Words in Tweet in G6:
davos
rt
wef
world
kenya
kresearcher
global
ranked
hiring
senior

Top Words in Tweet in G7:
davos
rt
wef
awarded
hiring
senior
manager
geneva
based
africa

Top Words in Tweet in G8:
rt
davos
wef
joembassyus
world
economic
forum
amp
jordan
host

Top Words in Tweet in G9:
rt
davos
wef
mnkeijzer
global
hiring
senior
manager
geneva
based

Top Words in Tweet in G10:
wef
tucon2012
analytics
tibcospotfire
amp
spotfire
colleagues
tibbr
world
rt

Top Word Pairs in Tweet in Entire Graph:
rt,davos
davos,rt
rt,piulador_catala
geneva,based
hiring,senior
wef,davos
world,economic
economic,forum
davos,hiring
rt,wef

Top Word Pairs in Tweet in G1:
rt,davos
davos,rt
geneva,based
hiring,senior
davos,hiring
davos,causes
causes,global
global,economic
economic,slowdown
slowdown,psychological

Top Word Pairs in Tweet in G2:
rt,davos
davos,rt
hiring,senior
geneva,based
davos,hiring
senior,project
project,manager
manager,environmental
environmental,initiatives
initiatives,geneva

Top Word Pairs in Tweet in G3:
rt,piulador_catala
wef,davos
davos,8
8,dels
dels,20
20,estats
del,mo
mo,n
n,n
n,estats

Top Word Pairs in Tweet in G4:
rt,davos
davos,rt
rt,anticorruption
case,fighting
fighting,corruption
guest,post
post,blog
blog,wef
wef,business
business,case

Top Word Pairs in Tweet in G5:
rt,davos
davos,rt
klaus,schwab
rt,arturo_sarukhan
aguila,azteca
y,magdy
pdte,felipecalderon
felipecalderon,condecora
condecora,con
con,el

Top Word Pairs in Tweet in G6:
rt,davos
davos,rt
rt,kresearcher
kenya,ranked
hiring,senior
geneva,based
senior,community
community,manager
davos,hiring
manager,middle

Top Word Pairs in Tweet in G7:
rt,davos
davos,rt
rt,wef
davos,hiring
hiring,senior
geneva,based
senior,community
community,manager
manager,middle
middle,east

Top Word Pairs in Tweet in G8:
rt,joembassyus
world,economic
economic,forum
wef,davos
jordan,host
host,world
forum,middle
middle,east
east,amp
amp,north

Top Word Pairs in Tweet in G9:
rt,davos
davos,rt
rt,mnkeijzer
hiring,senior
geneva,based
rt,wef
mnkeijzer,rt
mnkeijzer,tentreeapparel
tentreeapparel,everyone
everyone,plant

Top Word Pairs in Tweet in G10:
wef,tucon2012
brain,power
collaborative,analytics
amp,tibbr
collaborate,colleagues
wef,davos
colleagues,pool
pool,brain
power,co
co,spotfire

Top Tweeters in Entire Graph:
BahrainNation
CalliopeCo
ElyBahiana
Black_Dove
Gordonswaby
WeFlip_SheStrip
rcastle06
flurrywong
TeshawnEdmonds
neetakolhatkar

Top Tweeters in G1:
Black_Dove
WeFlip_SheStrip
TeshawnEdmonds
neetakolhatkar
gugiabdel
LorcanRK
editchick
atmasinghkang
GuardianMovil
KidBrightwillow

Top Tweeters in G2:
rcastle06
VCEIPO
JasonPeck
sloane
tdavidson
saleem_ali
zabackj
scalamai
kcrayner
clovalladares

Top Tweeters in G3:
tatarlak
lizcastro
Josep_Huguet
Piulador_CATALA
mmateubcn
NuriSbd
estirabot
JaumeMateu
knightheavy
jcanadellb

Top Tweeters in G4:
CalliopeCo
jumankw
tigredeltajin
Tasha0075
MonicaBelandoOK
ALTAS_PRESIONES
DavidRDurand
tbli
europatweets
bloimey

Top Tweeters in G5:
JorgeMGalvan
melissaayala92
LizRamosS
mari_cheves
Viv_Alvarez
MexaDebate
leonardocurzio
jorge_guajardo
MovimientoEPN
ArleneRU

Top Tweeters in G6:
flurrywong
Competia
TheEIU
elvicks
UNIDO
BBCAfricaHYS
MaritRunyon
mkayanda
ifnhaa
AfricWomenPower

Top Tweeters in G7:
BonitaVidaInc
con100ciacivica
KosherStories
pearl_emerald
Mary_Trujillo
raubeelack
AnneAlon
gehirnkunst
WorldVision
DominicNutt

Top Tweeters in G8:
ElyBahiana
jamildallal
WWalkerWW
KamalFaridi
joannasaket
BP_America
mhassouneh
monajdawi
Nadia_Gharaybeh
rzubi

Top Tweeters in G9:
bizshrink
liaonet
mitgc_cm
warrentedd
NextBankAsia
tonyfish
penottawa
globalmarmolejo
BonsaiMovie
mfgrullon

Top Tweeters in G10:
jgptec
TibcoSpotfire
tibbr
amorriso
DamarqueViews
LouBajuk