20121029 MOOC Twitter NodeXL SNA Map
20121029 MOOC Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
October 30, 2012
Description:
The graph represents a network of 1052 Twitter users whose recent tweets contained "mooc". The network was obtained on Monday, 29 October 2012 at 22:30 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 3-day, 2-hour, 31-minute period from Friday, 26 October 2012 at 19:45 UTC to Monday, 29 October 2012 at 22:16 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: 1052
Unique Edges: 8480
Edges With Duplicates: 958
Total Edges: 9438
Self-Loops: 1113
Reciprocated Vertex Pair Ratio: 0.403068340306834
Reciprocated Edge Ratio: 0.57455268389662
Connected Components: 140
Single-Vertex Connected Components: 129
Maximum Vertices in a Connected Component: 899
Maximum Edges in a Connected Component: 9222
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 3.265885
Graph Density: 0.0072789630010166
Modularity: 0.419679
NodeXL Version: 1.0.1.226

Top 10 Vertices, Ranked by Betweenness Centrality:
gsiemens
insidehighered
Edudemic
dreig
UNIMOOC
Smithstorian
zecool
pgsimoes
tiscar
uwespangler

Top Replied-To in Entire Graph:
mooc_5
unimooc
rebecagonzalezm
enweesh
mooc_e
joergeisfeld
jmgilliot
roopikarisam
mirchi_calabaza
tressiemcphd

Top Replied-To in G1:
mirchi_calabaza
roopikarisam
tressiemcphd
nevasue
joergeisfeld
apcommons
verbvixen
tvanderark
willmcguinness
harring46

Top Replied-To in G2:
unimooc
rebecagonzalezm
wlmoda
paoladel
uimp
fmoranab
xsune
titonet
berniehernie
olsonstacy

Top Replied-To in G3:
svobicek
udacity
christianmccrea
aledcpatera
phoebe_michelle
pdotmac10
rhettslc
jirka4
saravazquez93
1tonymartinez

Top Replied-To in G4:
jmgilliot
mgnantes
ngev
lepagegilles
fdebailleul
mianseh
igruet
gogaou
le_id67
morgan_it

Top Replied-To in G5:
swedinbalchik
hnissenbaum
reeteka
kwerb
stefan_palsson
profkeithdevlin
storytom
screenstorming

Top Replied-To in G6:
drbieber
mons7
diegoerelebt
joergeisfeld
suifaijohnmak
pbsloep

Top Replied-To in G9:
mooc_5
linakhlewi
enweesh
audi_g
nada_alkheliwi

Top Mentioned in Entire Graph:
unimooc
scoopit
insidehighered
uimp
edudemic
lepagegilles
el_pais
andres_pedreno
egonzalezcamara
ppernias

Top Mentioned in G1:
scoopit
insidehighered
edudemic
anacristinaprts
blackboard
olsonstacy
ou_com
markmilliron
markgr
udacity

Top Mentioned in G2:
unimooc
uimp
andres_pedreno
egonzalezcamara
el_pais
ppernias
scoopit
fmoranab
uned
agora_santander

Top Mentioned in G3:
scoopit
albertocairo
zite
el_pais
ou_com
melmitchell1
openculture
ticproc
rotanag
manul650

Top Mentioned in G4:
scoopit
lepagegilles
dfx_demartini
samuelprieto
felixloboc
gmaubon
yvanohe
shortman03
caileg
dista11

Top Mentioned in G5:
insidehighered
kwerb
profkeithdevlin
rdp_life
alacre
jgrudin
iriekcc
marcusspeh
time
sue_frantz

Top Mentioned in G6:
scoopit
mons7
elearningeuropa
volkmarla
juandoming
khpape
web2write
artesanatoedu
diegoerelebt
uwmltc

Top Mentioned in G7:
shigejam
jortegamohedano
pgsimoes
ichinoy
rachelmetscher
chronicle
lepagegilles
scoopit
thot
waki3

Top Mentioned in G9:
mooc_5
linakhlewi

Top URLs in Tweet in Entire Graph:
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university
http://iei.ua.es/mooc-emprendimiento
http://iei.ua.es/mooc-emprendimiento/
http://edudemic.com/2012/10/the-7-best-places-for-online-education/
http://www.rsstecnologia.com/%C2%BFira-la-formacion-superior-a-la-concentracion-con-los-mooc/?utm_source=twitterfeed&utm_medium=twitter
http://www.error500.net/articulo/formacion-superior-a-concentracion-con-los-mooc
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university#.UI5rOH9sb69.twitter
http://economia.elpais.com/economia/2012/10/26/actualidad/1351265319_418639.html
http://iei.ua.es/mooc-emprendimiento/index.html
http://bit.ly/Qxn5E5

Top URLs in Tweet in G1:
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university
http://edudemic.com/2012/10/the-7-best-places-for-online-education/
http://profesorbaker.com/2012/10/27/reflecting-on-teaching-learning-designing-running-a-mooc/
http://blog.blackboard.com/company/featured/coursesites-mooc-you-belong-here/
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university#.UI57ztSCXTI.twitter
http://www.insidehighered.com/views/2012/10/29/essay-how-moocs-raise-questions-about-definition-student
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university#.UI5rOH9sb69.twitter
http://www.antiochla.edu/news-events/media-and-press-room/antioch-university-becomes-first-us-institution-offer-credit-mooc-l?reff=twitter
http://www.scoop.it/t/mooc-experience
http://www.onlineuniversities.com/blog/2012/10/all-you-can-eat-education-30-month/

Top URLs in Tweet in G2:
http://iei.ua.es/mooc-emprendimiento
http://iei.ua.es/mooc-emprendimiento/
http://economia.elpais.com/economia/2012/10/26/actualidad/1351265319_418639.html
http://iei.ua.es/mooc-emprendimiento/index.html
http://bit.ly/Qxn5E5
http://www.error500.net/articulo/formacion-superior-a-concentracion-con-los-mooc
http://www.rrhhpress.com/index.php?option=com_content&view=article&id=17501:la-uimp-presenta-el-primer-curso-abierto-masivo-online-mooc-en-espanol-sobre-emprendedores-digitales&catid=37:seleccion-y-formacion&Itemid=150
http://www.youtube.com/watch?v=_vNWI2Ta0Kk
http://edudemic.com/2012/10/the-7-best-places-for-online-education/
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university

Top URLs in Tweet in G3:
http://www.rsstecnologia.com/%C2%BFira-la-formacion-superior-a-la-concentracion-con-los-mooc/?utm_source=twitterfeed&utm_medium=twitter
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university
http://iei.ua.es/mooc-emprendimiento/
http://www.rsstecnologia.com/%C2%BFira-la-formacion-superior-a-la-concentracion-con-los-mooc/?utm_medium=twitter&utm_source=twitterfeed
http://www.santafe.edu/mooc/subscribe
http://economia.elpais.com/economia/2012/10/26/actualidad/1351265319_418639.html
http://www.error500.net/articulo/formacion-superior-a-concentracion-con-los-mooc
http://www.error500.net/articulo/formacion-superior-a-concentracion-con-los-mooc?utm_source=twitterfeed&utm_medium=twitter
http://www.la-plume-numerique.com/28/10/2012/arret-sur-mooc/
http://www.rsstecnologia.com/%C2%BFira-la-formacion-superior-a-la-concentracion-con-los-mooc/

Top URLs in Tweet in G4:
http://www.scoop.it/t/epedagogie/p/3110309488/semaine-4-du-mooc-itypa-la-veille-comment-veillez-vous
http://www.scoop.it/t/salle-de-classe-mondiale/p/3125569495/mooc-itypa-apprendre-c-est-produire-de-l-intelligence
http://paper.li/yvanohe/1349377330
http://www.17marsconseil.fr/mooc-itypa-jai-decide-dapprendre/
http://www.diariorrhh.com/10/2012/una-apuesta-segura-de-futuro/
http://www.linkedin.com/today/post/article/20121023134955-17000124-why-is-american-higher-education-so-averse-to-change
http://www.evolllution.com/distance_online_learning/massive-open-online-courses-whats-the-point/
http://www.adjectif.net/spip/spip.php?article188
http://cacm.acm.org/magazines/2012/11/156587-will-moocs-destroy-academia/fulltext
http://docsdocs.free.fr/spip.php?breve687

Top URLs in Tweet in G5:
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university#.UI5rOH9sb69.twitter
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university
http://www.dr-chuck.com/csev-blog/2012/10/grand-finale-lecture-internet-history-technology-and-security-on-coursera/
http://i.imgur.com/oqWL4.jpg
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university#.UI77M7doxRw.twitter
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university#.UI5wj3wItsI.twitter
http://news.stanford.edu/news/2012/october/faculty-senate-two-102612.html
http://www.bizjournals.com/triangle/blog/2012/10/wake-tech-to-offer-massive-open-online.html
http://nation.time.com/2012/10/18/college-is-dead-long-live-college/print/
http://edudemic.com/2012/10/the-7-best-places-for-online-education/

Top URLs in Tweet in G6:
http://funkkolleg-medien.de/
http://www.scoop.it/t/opco12-trends-im-e-learning-resourcen-materialien-interventionen/p/3113725414/openmooc-a-fully-open-source-mooc-solution
http://www.scoop.it/t/opco12-trends-im-e-learning-resourcen-materialien-interventionen/p/3110217424/mooc-as-networked-textbook-and-a-look-back-at-the-feedbook-xed-book
http://moocead.blogspot.com/2012/10/modelos-em-ead-conectivismo-uma-nova.html
http://paper.li/suZombie06/1342666952
http://suifaijohnmak.wordpress.com/2012/10/27/the-emergence-of-moocs-part-1/
http://www.scoop.it/t/opco12-trends-im-e-learning-resourcen-materialien-interventionen/p/3091549657/a-bold-experiment-in-integrated-learning-a-meta-mooc-you-re-invited-hastac
http://moocead.blogspot.com/2012/10/moocs-virtudes-e-limitacoes.html?showComment=1351294479839&utm_source=dlvr.it&utm_medium=twitter#c2218240208697705867
http://www.onlinecollege.org/2012/10/22/the-many-manifestations-mooc/
http://www.xedbook.com/?p=63

Top URLs in Tweet in G7:
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university
http://www.insidehighered.com/news/2012/10/29/coursera-strikes-mooc-licensing-deal-antioch-university#.UI6KJaQiSN4.twitter
http://learningonlineinfo.org/the-impact-of-open-educational-resources/
http://chronicle.com/blogs/ticker/jp/mooc-provider-udacity-raises-another-15-million-in-financing?cid=wc&utm_source=wc&utm_medium=en
http://www.scoop.it/t/epedagogie/p/3088522085/l-entreprise-numerique-le-role-de-l-education-et-de-la-formation-au-logiciel-libre
http://cursus.edu/article/18877/moocs-moins-communication-plus-pedagogie-svp/
https://www.edx.org/
http://www.disc.co.jp/uploads/2012/10/dgi2012oct.pdf
http://chronicle.com/article/What-You-Need-to-Know-About-MOOCs/133475

Top URLs in Tweet in G8:
http://www.rsstecnologia.com/%C2%BFira-la-formacion-superior-a-la-concentracion-con-los-mooc/?utm_source=twitterfeed&utm_medium=twitter
http://www.rsstecnologia.com/%C2%BFira-la-formacion-superior-a-la-concentracion-con-los-mooc/?utm_medium=twitter&utm_source=twitterfeed
http://tec.blodico.com/r-0/1673341188508d65d718bbd0/miguel-ngel-m-ndez-sebastian-thrun-udacity-el-pa-s-mooc/
http://www.error500.net/articulo/formacion-superior-a-concentracion-con-los-mooc?utm_source=twitterfeed&utm_medium=twitter
http://www.error500.net/articulo/formacion-superior-a-concentracion-con-los-mooc?utm_source=twitterfeed&utm_medium=twitter&utm_campaign=nova001+-+Internet+secrets

Top URLs in Tweet in G10:
http://www.rsstecnologia.com/%c2%bfira-la-formacion-superior-a-la-concentracion-con-los-mooc/
http://dlvr.it/2P1YXq
http://dlvr.it/2P1YXr
http://dlvr.it/2P1YXk
http://dlvr.it/2P1YY5

Top Domains in Tweet in Entire Graph:
insidehighered.com
ua.es
scoop.it
rsstecnologia.com
wordpress.com
youtube.com
error500.net
edudemic.com
elpais.com
chronicle.com

Top Domains in Tweet in G1:
insidehighered.com
scoop.it
wordpress.com
edudemic.com
chronicle.com
profesorbaker.com
hastac.org
dw.de
blackboard.com
desire2learn.com

Top Domains in Tweet in G2:
ua.es
elpais.com
error500.net
youtube.com
insidehighered.com
bit.ly
scoop.it
rrhhpress.com
visibli.com
rsstecnologia.com

Top Domains in Tweet in G3:
rsstecnologia.com
insidehighered.com
error500.net
ua.es
ask.fm
scoop.it
elpais.com
youtube.com
edudemic.com
santafe.edu

Top Domains in Tweet in G4:
scoop.it
paper.li
17marsconseil.fr
blogspot.fr
diariorrhh.com
linkedin.com
evolllution.com
adjectif.net
cursus.edu
wordpress.com

Top Domains in Tweet in G5:
insidehighered.com
time.com
dr-chuck.com
imgur.com
wordpress.com
stanford.edu
bizjournals.com
edudemic.com
thecage.se
chronicle.com

Top Domains in Tweet in G6:
scoop.it
blogspot.com
funkkolleg-medien.de
paper.li
wordpress.com
onlinecollege.org
xedbook.com
purdue.edu
elearnspace.org
learningsolutionsmag.com

Top Domains in Tweet in G7:
insidehighered.com
chronicle.com
learningonlineinfo.org
scoop.it
cursus.edu
edx.org
co.jp

Top Domains in Tweet in G8:
rsstecnologia.com
error500.net
blodico.com

Top Domains in Tweet in G10:
dlvr.it
rsstecnologia.com

Top Hashtags in Tweet in Entire Graph:
mooc
unimooc
itypa
highered
edtech
elearning
cfhe12
edchat
moocs
emprendimiento

Top Hashtags in Tweet in G1:
mooc
highered
edtech
cfhe12
edchat
elearning
moocs
oms2012
coursera
onlinelearning

Top Hashtags in Tweet in G2:
unimooc
mooc
emprendimiento
emprender
online
emprendedores
aprender
gratis
notelopierdas
elearning

Top Hashtags in Tweet in G3:
mooc
itypa
onlineed
technology
education
web
site
edtech
kindle
taktočest

Top Hashtags in Tweet in G4:
itypa
mooc
elearning
veille
unimag
cetep
unimagdalena
curation
edchat
pod12

Top Hashtags in Tweet in G5:
mooc
digitalethics2
stanfordedf
maththink
moocs
thecage12
rhizom
clickers2012
edtech
cfhe12

Top Hashtags in Tweet in G6:
mooc
moocead
fkmedien
opensource
edtech
elearning
eadsunday
textbook
dtmooc
onliner

Top Hashtags in Tweet in G7:
mooc
et20
fiaumd
oer
highered
ocw
web20
udacity
elearning

Top Hashtags in Tweet in G8:
miguelángelméndez
sebastianthrun
udacity
followme

Top Hashtags in Tweet in G9:
nowplaying

Top Hashtags in Tweet in G10:
venezuela

Top Words in Tweet in Entire Graph:
mooc
rt
en
la
de
unimooc
coursera
online
antioch
los

Top Words in Tweet in G1:
mooc
rt
coursera
antioch
moocs
university
credit
online
via
learning

Top Words in Tweet in G2:
en
mooc
unimooc
de
la
rt
los
el
y
con

Top Words in Tweet in G3:
mooc
la
los
con
online
irá
formación
superior
concentración
en

Top Words in Tweet in G4:
mooc
itypa
de
la
rt
scoopit
du
via
veille
4

Top Words in Tweet in G5:
mooc
rt
coursera
antioch
credit
insidehighered
deal
university
courses
licensing

Top Words in Tweet in G6:
mooc
ead
scoopit
rt
textbook
via
open
moocead
fkmedien
mons7

Top Words in Tweet in G7:
rt
米国私立大学がcouseraのコースを使った単位取得プログラムを開始
ペンシルバニア大の2講義を学生が受講し
大学はキャンパスで学習支援を行う
対面講義よりも安価な学費で提供
予想が次々と現実に
mooc
shigejam
udacity
de

Top Words in Tweet in G8:
la
con
irá
formación
superior
concentración
los
mooc
hoy
publica

Top Words in Tweet in G9:
mooc_5
lt
p
linakhlewi
song
ـ
daddy
enweesh

Top Words in Tweet in G10:
la
irá
formación
superior
concentración
con
los
mooc

Top Word Pairs in Tweet in Entire Graph:
antioch,university
mooc,licensing
coursera,strikes
strikes,mooc
licensing,deal
los,mooc
deal,antioch
higher,ed
la,formación
con,los

Top Word Pairs in Tweet in G1:
antioch,university
mooc,licensing
coursera,strikes
strikes,mooc
licensing,deal
deal,antioch
higher,ed
moocs,credit
inside,higher
university,inside

Top Word Pairs in Tweet in G2:
rt,unimooc
unimooc,aemprende
de,unimooc
los,mooc
mooc,en
la,presentación
sobre,emprendimiento
la,formación
de,la
con,los

Top Word Pairs in Tweet in G3:
los,mooc
irá,la
la,formación
formación,superior
superior,la
la,concentración
concentración,con
con,los
mooc,hoy
hoy,publica

Top Word Pairs in Tweet in G4:
mooc,itypa
du,mooc
semaine,4
la,veille
4,du
itypa,la
veille,comment
comment,veillez
veillez,vous
via,lepagegilles

Top Word Pairs in Tweet in G5:
antioch,university
rt,insidehighered
mooc,licensing
coursera,strikes
strikes,mooc
deal,antioch
insidehighered,coursera
coursera,license
license,mooc
mooc,courses

Top Word Pairs in Tweet in G6:
mooc,ead
modelos,em
em,ead
wirklichkeit,2
2,0
scoopit,mooc
mooc,networked
networked,textbook
textbook,look
look,back

Top Word Pairs in Tweet in G7:
米国私立大学がcouseraのコースを使った単位取得プログラムを開始,ペンシルバニア大の2講義を学生が受講し
ペンシルバニア大の2講義を学生が受講し,大学はキャンパスで学習支援を行う
大学はキャンパスで学習支援を行う,対面講義よりも安価な学費で提供
対面講義よりも安価な学費で提供,予想が次々と現実に
rt,shigejam
shigejam,米国私立大学がcouseraのコースを使った単位取得プログラムを開始
moocs,credit
credit,coursera
coursera,antioch
antioch,university

Top Word Pairs in Tweet in G8:
irá,la
la,formación
formación,superior
superior,la
la,concentración
concentración,con
con,los
los,mooc
hoy,publica
publica,miguel

Top Word Pairs in Tweet in G9:
linakhlewi,daddy

Top Word Pairs in Tweet in G10:
irá,la
la,formación
formación,superior
superior,la
la,concentración
concentración,con
con,los
los,mooc

Top Tweeters in Entire Graph:
andersonmaki
eraser
blodico
pais_libre
rivenhomewood
VillanoDeCuento
trabalhoemprego
AnaCristinaPrts
RowanKaiser
XING_ALDEBARAN

Top Tweeters in G1:
AnaCristinaPrts
pageman
Scorebusters
elearnnet
tressiemcphd
jefflail
pgsimoes
HallyMk1
trentmkays
qui_oui

Top Tweeters in G2:
eraser
VillanoDeCuento
ediazsan
AntonioVChanal
elmundo_orbyt
jborrego
juanluisrivero
JacoboElnecave
ramon3434
kley23

Top Tweeters in G3:
andersonmaki
trabalhoemprego
RowanKaiser
XING_ALDEBARAN
Cerochalequeo
123noticias
enterate_vzla
cuervocr
Mr_Spamm3r
TecnoDigitalCR

Top Tweeters in G4:
MarinFavre
mapyntonga
tangi
igruet
MIANSEH
2vanssay
michelguillou
concertURBAIN
angegirl83
bibliomancienne

Top Tweeters in G5:
cb1601ej
tsbandito
cargun
msgbi
cpltalk
geohiker
FruzsE
pena2
jeffbigham
syardi

Top Tweeters in G6:
herrlarbig
imaculadacon
mons7
marinhos
joergeisfeld
UE_trainer
paula_ugalde
lucianaviter
drbieber
artesanatoedu

Top Tweeters in G7:
syuhei
waki3
mark_yk
wakida
IP_7F
yoshi0426
DJ_editor
shigejam
kotosaka
Tatiawa

Top Tweeters in G8:
blodico
alertalaptop
coysegur
taxicolombia
medellintech
M0_Bi
taxisseguros
bytearmy
LuisGAngel
raulparracastro

Top Tweeters in G9:
Nada_ALkheliwi
enweesh
linakhlewi
mooc_5
songmish

Top Tweeters in G10:
pais_libre
GuillermoParra
ipscanet
ossygomezhelp
TecnohoyVE