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20120816 gamification Twitter NodeXL SNA map
20120816 gamification Twitter NodeXL SNA map
From:
marc_smith
Uploaded on:
August 16, 2012
Description:
The graph represents a network of 417 Twitter users whose recent tweets contained "gamification". The network was obtained on Thursday, 16 August 2012 at 21:43 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 10-hour period from Thursday, 16 August 2012 at 09:05 UTC to Thursday, 16 August 2012 at 19:38 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: 417
Unique Edges: 1594
Edges With Duplicates: 231
Total Edges: 1825
Self-Loops: 408
Reciprocated Vertex Pair Ratio: 0.524886877828054
Reciprocated Edge Ratio: 0.688427299703264
Connected Components: 120
Single-Vertex Connected Components: 98
Maximum Vertices in a Connected Component: 265
Maximum Edges in a Connected Component: 1597
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 3.383716
Graph Density: 0.00777070651171371
Modularity: 0.370327
NodeXL Version: 1.0.1.221

Top 10 Vertices, Ranked by Betweenness Centrality:
Bunchball
artificialtwit
badgeville
mobilelearning
gzicherm
steube
netmag
bigdoor
speckyboy
TimothyWhalin

Top Replied-To in Entire Graph:
gzicherm
gina_mueller
thijsdevries
popcorn
alicekeeler
wezpyke
mwacker
bidamlabal
schnaars
gametolearnuk

Top Replied-To in G1:
popcorn
justin_stein
mickelberg
shauninman
davybrion
l1452
cdw_healthcare

Top Replied-To in G2:
gzicherm
thijsdevries
jenniebaird
sheconomy
drmarkcampbell
bidamlabal
alicekeeler
sinclair300584
so_me_events
gamifixation

Top Replied-To in G3:
gina_mueller
wezpyke
museodeljuguete
madlogicbv

Top Replied-To in G4:
joemckendrick

Top Replied-To in G5:
constantpieters

Top Replied-To in G7:
herrwartenberg

Top Replied-To in G8:
charitycomms

Top Replied-To in G9:
gzicherm
schnaars

Top Replied-To in G10:
mcembry

Top Mentioned in Entire Graph:
badgeville
tobyberesford
coursera
compfest
pixelplus
netmag
schnaars
bigumigu
guardian
scoopit

Top Mentioned in G1:
coursera
zite
guardian
peterdiamandis
scoopit
nattyman512
pearltrees
kuehlhaus
primer_app
fnoschese

Top Mentioned in G2:
drjwmarquis
badgeville
schnaars
scoopit
hozmorali
entmagazine
davecobb
inparkmagazine
jkunrein
duyguozturkk

Top Mentioned in G3:
tobyberesford
netmag
shoemint
timothywhalin
raulgrx
joseluisafan
bencaudron
jimmyvdp
gina_mueller
guardian

Top Mentioned in G4:
bunchball
sxsw
guardian
chrisgetman
tweetcmf
kspier
rajatrocks
csklar
spatrizi
marcusnelson

Top Mentioned in G5:
romills
steube
code_n
guardian
entmagazine
newsmix
guy1067
raf_keustermans
gamification
netmag

Top Mentioned in G6:
gamificationjp
gzicherm
gamebizjp

Top Mentioned in G7:
crocksberlin
fkuechemann
gumpelmaier

Top Mentioned in G8:
markchandler1
charitycomms

Top Mentioned in G9:
pixelplus
badgeville
bigumigu
schnaars

Top Mentioned in G10:
cleantechnica
calvert_fdn
phlnet2
newmediahub

Top URLs in Tweet in Entire Graph:
http://www.netmagazine.com/features/pro-s-guide-gamification
https://www.coursera.org/course/gamification
http://speckyboy.com/2012/08/15/using-gamification-to-get-your-visitors-more-involved/
http://www.smartplanet.com/blog/business-brains/gamifications-new-role-gathering-user-behavior-data/25774
http://www.onlineuniversities.com/blog/2012/08/game-based-vs-traditional-learning-whats-difference/
http://www.guardian.co.uk/p/39m8p/tw
http://feedproxy.google.com/~r/speckboy-design-magazine/~3/E81hSXZMhQk/
http://www.bigumigu.com/haber/2012/08/16/oyunlastirma-devi-badgeville-in-emea-muduru-scott-schna
http://www.guess2give.com
http://www.eventbrite.com/event/3915515412/laux/323697129

Top URLs in Tweet in G1:
https://www.coursera.org/course/gamification
http://speckyboy.com/2012/08/15/using-gamification-to-get-your-visitors-more-involved/
http://feedproxy.google.com/~r/speckboy-design-magazine/~3/E81hSXZMhQk/
http://www.guardian.co.uk/media-network/media-network-blog/2012/aug/15/online-market-research-gamification?newsfeed=true
http://www.guardian.co.uk/p/39m8p/tw
http://www.google.com/url?sa=X&q=http://www.guardian.co.uk/media-network/media-network-blog/2012/aug/15/online-market-research-gamification%3Fnewsfeed%3Dtrue&ct=ga&cad=CAcQARgAIAAoATAAOABAhtaygQVIAlAAWABiBWVuLUFV&cd=ICwZjymUPu8&usg=AFQjCNE2Vh1-dvarV5DmPGFGq9f-1wy9nQ&utm_source=twitterfeed&utm_medium=twitter
http://www.netmagazine.com/features/pro-s-guide-gamification
http://www.smartplanet.com/blog/business-brains/gamifications-new-role-gathering-user-behavior-data/25774?tag=nl.e660
http://www.google.com/url?sa=X&q=http://www.guardian.co.uk/media-network/media-network-blog/2012/aug/15/online-market-research-gamification%3Fnewsfeed%3Dtrue&ct=ga&cad=CAcQARgBIAAoATAAOABA-_GygQVIAlAAWABiBWVuLVVT&cd=wWWXiJxjvt8&usg=AFQjCNE2Vh1-dvarV5DmPGFGq9f-1wy9nQ&utm_campaign=rss+1&utm_source=twitterfeed&utm_medium=twitter
http://www.google.com/url?sa=X&q=http://www.guardian.co.uk/media-network/media-network-blog/2012/aug/15/online-market-research-gamification%3Fnewsfeed%3Dtrue&ct=ga&cad=CAcQARgBIAAoATAAOABA-_GygQVIAlAAWABiBWVuLVVT&cd=HyYuto7SYiw&usg=AFQjCNE2Vh1-dvarV5DmPGFGq9f-1wy9nQ&utm_source=twitterfeed&utm_medium=twitter&utm_campaign=ILMtoday_&utm_term=Internet+marketing&utm_content=feed

Top URLs in Tweet in G2:
http://www.onlineuniversities.com/blog/2012/08/game-based-vs-traditional-learning-whats-difference/
http://www.smartplanet.com/blog/business-brains/gamifications-new-role-gathering-user-behavior-data/25774
http://onehundredfortywords.com/2012/08/14/nike-fuelband-activity-gamified/
http://www.google.com/url?sa=X&q=http://speckyboy.com/2012/08/15/using-gamification-to-get-your-visitors-more-involved/&ct=ga&cad=CAcQARgAIAEoATAAOABA462zgQVIAlgBYgVlbi1VUw&cd=YwRfI8t38pg&usg=AFQjCNEez7gEZzPOOTqOpYaFTbjNV9kA1w&utm_source=twitterfeed&utm_medium=twitter
http://www.bigumigu.com/haber/2012/08/16/oyunlastirma-devi-badgeville-in-emea-muduru-scott-schna
http://www.google.com/url?sa=X&q=http://gigaom.com/2012/08/15/classdojo-scores-1-6m-from-top-investors-for-gamified-classroom-management/&ct=ga&cad=CAcQARgAIAAoATAAOABAnZGzgQVIAlAAWABiBWVuLVVT&cd=pfmCGrs-sTM&usg=AFQjCNFiPd4XqIQg4UMDUJ8PwQLqLY30Fw&utm_source=twitterfeed&utm_medium=twitter
http://www.google.com/url?sa=X&q=http://www.sbs.com.au/news/article/1683242/Social-media-making-the-mundane-more-fun&ct=ga&cad=CAcQARgAIAAoATAAOABAnZGzgQVIAlAAWABiBWVuLVVT&cd=pfmCGrs-sTM&usg=AFQjCNFmooCec0ePI_oAjkFZ-x3Ib_SL2A&utm_source=twitterfeed&utm_medium=twitter
http://www.gamifiedenterprise.com/is-gamification-for-real-it-depends-on-who-you-ask#lf_comment=34265055
http://www.worldofdirectselling.com/retention-gamification/
http://www.forbes.com/sites/jeannemeister/2012/05/21/gamification-three-ways-to-use-gaming-for-recruiting-training-and-health-amp-wellness/

Top URLs in Tweet in G3:
http://www.netmagazine.com/features/pro-s-guide-gamification
http://speckyboy.com/2012/08/15/using-gamification-to-get-your-visitors-more-involved/
http://feedproxy.google.com/~r/speckboy-design-magazine/~3/E81hSXZMhQk/
http://www.eventbrite.com/event/3915515412/laux/323697129
https://www.coursera.org/course/gamification
http://www.google.com/url?sa=X&q=http://www.guardian.co.uk/media-network/media-network-blog/2012/aug/15/online-market-research-gamification%3Fnewsfeed%3Dtrue&ct=ga&cad=CAcQARgAIAAoATAAOABAhtaygQVIAlAAWABiBWVuLUFV&cd=ICwZjymUPu8&usg=AFQjCNE2Vh1-dvarV5DmPGFGq9f-1wy9nQ&utm_source=twitterfeed&utm_medium=twitter
http://www.artificialindustry.com/inspiratie/229/enterprise+gamification
http://www.gamificationworldcongress.com/
http://feedproxy.google.com/~r/net/topstories/~3/UgNBiXwz5VI/pro-s-guide-gamification
http://p2wp.wordpress.com/2012/08/16/using-gamification-to-get-your-visitors/

Top URLs in Tweet in G4:
http://www.bunchball.com/blog/post/812/you-want-feedback-you-need-feedback
http://panelpicker.sxsw.com/vote/4669
http://www.smartplanet.com/blog/business-brains/gamifications-new-role-gathering-user-behavior-data/25774
http://www.guardian.co.uk/p/39m8p/tw
http://techcrunch.com/2012/08/15/classdojo-launch-seed-funding/
http://gamificationworldcongress.com/index-en.php
http://www.companiesandcauses.com/lessons-learned/the-gamification-of-cause-marketing/?utm_source=August+12+CMF+Newsletter&utm_campaign=August+CM+Today+Campaign&utm_medium=email
http://blogs.sap.com/innovation/innovation/how-gamification-kills-classroom-training-013882
http://success.bluewolf.com/goingsocialwebinar
http://www.anymeeting.com/PIID=EF55DD858347

Top URLs in Tweet in G5:
https://www.coursera.org/course/gamification
http://www.guardian.co.uk/p/39m8p/tw
http://lovestats.wordpress.com/2012/07/30/3-problems-with-gamification-market-research-mrx/
http://www.entrepreneur.com/
http://www.entrepreneur.com/video/224174
http://newsmix.me/yago1/gamification-channel
http://www.netmagazine.com/features/pro-s-guide-gamification
http://www.chorewars.com/index.php

Top URLs in Tweet in G6:
http://gamification.jp/archives/4904
http://www.gamebusiness.jp/article.php?id=6628&utm_source=dlvr.it&utm_medium=twitter
http://gamification.jp/archives/4889
http://gamification.co/gabes-top-30-gamification-videos/
http://fb.me/241vGYnTq

Top URLs in Tweet in G7:
http://www.mentormob.com/blog/2012/designing-open-badges-how-does-gamification-influence-motivation/
http://searchcio.techtarget.com/news/2240161375/Gamification-key-to-launching-new-FedEx-social-collaboration-platform
https://www.sdenergychallenge.com/
http://m.ich-bin-gut.de
http://www.faz.net/aktuell/feuilleton/medien/computerspiele-mit-mission-wer-redet-hier-von-zeitverschwendung-11856884.html

Top URLs in Tweet in G8:
http://www.guess2give.com
http://www.charitycomms.org.uk/events/communications-managers-workshop

Top URLs in Tweet in G9:
http://www.bigumigu.com/haber/2012/08/16/oyunlastirma-devi-badgeville-in-emea-muduru-scott-schna

Top URLs in Tweet in G10:
http://cleantechnica.com/2012/08/07/gamification-in-clean-tech-gbo-hawaii/
http://phillynetsquared.org/events/2012/08/gamification-nonprofits-social-change/recording-event

Top Hashtags in Tweet in Entire Graph:
gamification
gbl
socialmedia
gaming
mrx
bigdata
ux
nexuscafe
motivation
marketing

Top Hashtags in Tweet in G1:
gamification
bigdata
socialmedia
singularityu
onlinemarketresearch
gen
y
kuehlhaus
spiele
eurotech

Top Hashtags in Tweet in G2:
gamification
gbl
motivation
directselling
workshops
innovation
edchat
edtech
bigdata
newsletter

Top Hashtags in Tweet in G3:
gamification
socialmedia
nexuscafe
ux
klout
mrx
consumerization
hydra360avanza
gaming
gwc2012

Top Hashtags in Tweet in G4:
gamification
causemarketing
mustread
goingsocial
jiveon
vintlabs
gamentrepreneur
whitepaper
games4brands
bigdata

Top Hashtags in Tweet in G5:
gamification
mrx
infographic
newmr
ngmr
chorewars
marketresearch
banking

Top Hashtags in Tweet in G6:
gamification
tedxberlin

Top Hashtags in Tweet in G7:
gamification
lernen
unternehmen
gaming
umweltschutz
bo
agentur
ausbildungsinitiative
ecil12

Top Hashtags in Tweet in G9:
gamification

Top Hashtags in Tweet in G10:
impinv
socent
hawaii
gamification
iuamid
cleantech
green
fb

Top Words in Tweet in Entire Graph:
gamification
rt
online
using
via
more
s
involved
visitors
research

Top Words in Tweet in G1:
gamification
online
using
more
visitors
involved
through
improving
via
rt

Top Words in Tweet in G2:
gamification
rt
learning
via
based
game
out
gbl
new
traditional

Top Words in Tweet in G3:
gamification
rt
using
more
s
visitors
guide
pro
involved
via

Top Words in Tweet in G4:
gamification
feedback
rt
new
post
more
great
through
online
classroom

Top Words in Tweet in G5:
gamification
online
rt
over
market
research
mrx
romills
co
via

Top Words in Tweet in G6:
rt
gamificationjp
学び
教え
言葉と会話で世界を探る
livemocha
に見る
ゲーミフィケーションを活用した学習意欲を向上させるテクニック
世界を面白くするgamification
第63回

Top Words in Tweet in G7:
gamification
wie
und
die
mit
man
nutzen
kann
um
lernen

Top Words in Tweet in G8:
gamification
event
uk
charity
anyone
sweepstake
charitycomms
interesting
idea
set

Top Words in Tweet in G9:
pixelplus
gamification
oyunlaştırmanın
bigumigu
rt
badgeville
1
numarası
badgeville'in
emea

Top Words in Tweet in G10:
game
want
impinv
feel
rush
lets
u
invest
socent
hawaii

Top Word Pairs in Tweet in Entire Graph:
using, gamification
gamification, visitors
visitors, more
more, involved
market, research
through, gamification
guide, gamification
online, market
pro, s
s, guide

Top Word Pairs in Tweet in G1:
using, gamification
gamification, visitors
visitors, more
more, involved
through, gamification
improving, online
online, market
market, research
research, through
free, gamification

Top Word Pairs in Tweet in G2:
game, based
based, learning
learning, traditional
new, role
role, gathering
gathering, user
gbl, gamification
using, gamification
top, stories
gamification, s

Top Word Pairs in Tweet in G3:
using, gamification
gamification, visitors
guide, gamification
pro, s
s, guide
visitors, more
more, involved
online, market
market, research
gamification, tobyberesford

Top Word Pairs in Tweet in G4:
feedback, need
through, gamification
using, gamification
new, blog
blog, post
post, want
want, feedback
feedback, more
more, thoughts
thoughts, gamification

Top Word Pairs in Tweet in G5:
market, research
online, class
gaming, granny
granny, over
over, quarter
quarter, online
online, gamers
gamers, over
over, age
age, 50

Top Word Pairs in Tweet in G6:
rt, gamificationjp
学び, 教え
教え, 言葉と会話で世界を探る
言葉と会話で世界を探る, livemocha
livemocha, に見る
に見る, ゲーミフィケーションを活用した学習意欲を向上させるテクニック
ゲーミフィケーションを活用した学習意欲を向上させるテクニック, 世界を面白くするgamification
世界を面白くするgamification, 第63回
gamificationjp, ビジネスにおける知識とスキル習得を支援するamerican
ビジネスにおける知識とスキル習得を支援するamerican, express

Top Word Pairs in Tweet in G7:
mit, gamification
wie, man
man, gamification
gamification, nutzen
nutzen, kann
kann, um
um, lernen
lernen, zu
zu, verbessern
spannender, beitrag

Top Word Pairs in Tweet in G8:
gamification, uk
uk, charity
charity, anyone
sweepstake, event
interesting, idea
idea, gamification
anyone, set
set, up
up, sweepstake
event, via

Top Word Pairs in Tweet in G9:
rt, pixelplus
pixelplus, gamification
oyunlaştırmanın, 1
1, numarası
numarası, badgeville'in
badgeville'in, emea
emea, müdürü
müdürü, schnaars'ın
schnaars'ın, bigumigu
bigumigu, röportajı

Top Word Pairs in Tweet in G10:
want, feel
feel, rush
impinv, game
game, lets
lets, u
u, invest
invest, socent
socent, hawaii
hawaii, v
v, cleantechnica

Top Tweeters in Entire Graph:
inBlogs
grenhall
gabymenta
bkmacdaddy
i4harold
ryanleecox
AnaCristinaPrts
Paisa7
shohei0308
DJPIE1337

Top Tweeters in G1:
DJPIE1337
date_maki
livelytuts
ILMtoday_
hjluks
The_KamikaZEN
diegodella
ChelseyJo
jardel
pcis

Top Tweeters in G2:
AnaCristinaPrts
daverage
islayian
PekkaPuhakka
jonesytheteachr
VincentL
HemdMans
IBMVivisimo
ericestrait
JanetSymmons

Top Tweeters in G3:
inBlogs
grenhall
gabymenta
bkmacdaddy
i4harold
ryanleecox
Paisa7
mawbusiness
minnixs
web_caffeine

Top Tweeters in G4:
Pinaatje
Natasha_D_G
Thedodgeretort
Gohann972
ThomasvanManen
games4brands
SellingPowerMag
mcraddock
CarineBaillie
Eval_Source

Top Tweeters in G5:
JimMarous
ptiongson
yago1
steube
ConstantPieters
mikebeder
CODE_n
gft_de
RoMills
blueseth

Top Tweeters in G6:
shohei0308
ararabo
bid2024
kuroarizuka
GameBizJP
Luna_Usk
MASVHARU
social_ouji
gamificationjp

Top Tweeters in G7:
Literatenmelu
gumpelmaier
Ertraeglichkeit
crocksberlin
dasBogenfenster
chastair
ununitv

Top Tweeters in G8:
CharityComms
Guess2Give
MillerWash
markchandler1
themarkdewolf
GenerateFR

Top Tweeters in G9:
volkanaytan
Pixelplus
bidamlabal
giraykavazoglu
LikeableIst

Top Tweeters in G10:
AHastyLife
NetSquared
calvert_fdn
R_Steinbach
shujog