2012-09-27 MOOC NodeXL Twitter Search
2012-09-27 MOOC NodeXL Twitter Search
From:
marc_smith
Uploaded on:
September 27, 2012
Description:
The graph represents a network of 1132 Twitter users whose recent tweets contained "mooc". The network was obtained on Thursday, 27 September 2012 at 09:15 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 2-day, 10-hour, 35-minute period from Monday, 24 September 2012 at 22:16 UTC to Thursday, 27 September 2012 at 08:52 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: 1132
Unique Edges: 11668
Edges With Duplicates: 910
Total Edges: 12578
Self-Loops: 1162
Reciprocated Vertex Pair Ratio: 0.396387355745108
Reciprocated Edge Ratio: 0.567732662594323
Connected Components: 103
Single-Vertex Connected Components: 97
Maximum Vertices in a Connected Component: 1025
Maximum Edges in a Connected Component: 12449
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 3.037554
Graph Density: 0.00869489147788161
Modularity: 0.294711
NodeXL Version: 1.0.1.224

Top 10 Vertices, Ranked by Betweenness Centrality:
TIME
Edudemic
insidehighered
gsiemens
WeejeeLearning
edXOnline
Internazionale
mentua
courosa
tvanderark

Top Replied-To in Entire Graph:
cogdog
jimgroom
dkernohan
triproftri
christianmccrea
weejeelearning
jonbecker
marksmithers
mooc_lina
gsiemens

Top Replied-To in G1:
jonbecker
bio_prof
elspethjones
weejeelearning
futureofed
sirrahharas81
gcouros
courosa
dschoening
vanderbiltu

Top Replied-To in G2:
cogdog
dkernohan
jimgroom
gsiemens
marksmithers
_valeriei
christianmccrea
jasonparkhill
timmmmyboy
lornamcampbell

Top Replied-To in G3:
jimgroom
jayfonsecapr
unimelb

Top Replied-To in G4:
orcunacan
lbwicket
storrieville
katemfd
anthonydardis
criener
christianmccrea
martinald
yandesign
ibogost

Top Replied-To in G5:
triproftri
viosintweet
snacourse
moacrink
upsearchlearn
coursera
lorenaa_marti
indiaknight
genemcvay
estrella_jc

Top Replied-To in G6:
danidominguez
proximalzone
gridjumper
mrebollo
edxonline
gisela_ghi
docentedcalidad
idesweb

Top Replied-To in G7:
cnedinnovation

Top Replied-To in G8:
wiswijzer2
hartkp

Top Replied-To in G9:
just4you

Top Replied-To in G10:
librarified

Top Mentioned in Entire Graph:
time
harrymccracken
internazionale
edudemic
scoopit
mongodb
edxonline
10gen
davecormier
kaylawebley

Top Mentioned in G1:
edudemic
coursesites
insidehighered
gcouros
zite
blackboard
elsevier
tvanderark
getting_smart
edc_blog

Top Mentioned in G2:
davecormier
courosa
oldaily
pgsimoes
welshcloggy
ignati
couki1
joaomattar
scoopit
stevehargadon

Top Mentioned in G3:
time
harrymccracken
internazionale
kaylawebley
samuelprieto
carlheath
youtube
insidehighered
felixloboc
johnwdean

Top Mentioned in G4:
edxonline
10gen
mongodb
coursera
guzdial
drchuck
adamfblahblah
bvicarious
ibogost
wisealic

Top Mentioned in G5:
youtube
coursera
harrymccracken
zite
3gerardpique
pedleysmiths
designedlearnin
newspin
bilkentuniv
unibogazici

Top Mentioned in G6:
scoopit
wibiya
anthony10342012rt
anacristinaprts
10gen
mongodb
ignatia
edxonline
stevehargadon
alserato

Top Mentioned in G7:
zecool
jmgilliot
caileg
downes
davecormier
petermortimer
pearltrees
usatoday
scoopit
cnedinnovation

Top Mentioned in G8:
paulomoekotte
scienceguidenl
bijsco
mongodb
nopiedra
salientresearch
jillreed
jameskobielus
simonrae

Top Mentioned in G9:
ubyssey
nzelearning
goboundless
shellterrell
ed_sg
edudemic
educationdive

Top Mentioned in G10:
electricelm

Top URLs in Tweet in Entire Graph:
http://www.insidehighered.com/news/2012/09/26/elsevier-partners-edx-provide-free-versions-textbooks-mooc-students
http://www.washingtonpost.com/blogs/campus-overload/post/what-in-the-world-is-a-mooc/2012/09/24/50751600-0662-11e2-858a-5311df86ab04_blog.html
http://edudemic.com/2012/09/leadership20-mooc/
http://nation.time.com/2012/09/24/mooc-brigade-back-to-school-26-years-later/
http://www.internazionale.it/news/universita/2012/09/25/gli-esami-non-finiscono-mai/
http://nation.time.com/2012/09/26/mooc-brigade-who-is-taking-massive-open-online-courses-and-why/
http://gigaom.com/2012/09/25/want-free-mongodb-classes-edx-and-10gen-are-happy-to-oblige/
http://www.stevehargadon.com/2012/09/tonight-true-history-of-mooc.html
http://www.coursesites.com/s/_ECP2012OpenCourse?utm_source=Social&utm_medium=Social&utm_campaign=ECP%2BOpen%2BCourse
http://edudemic.com/2012/09/stanford-unveils-free-platform-run-online-courses/

Top URLs in Tweet in G1:
http://edudemic.com/2012/09/leadership20-mooc/
http://www.insidehighered.com/news/2012/09/26/elsevier-partners-edx-provide-free-versions-textbooks-mooc-students
http://www.washingtonpost.com/blogs/campus-overload/post/what-in-the-world-is-a-mooc/2012/09/24/50751600-0662-11e2-858a-5311df86ab04_blog.html
http://www.coursesites.com/s/_ECP2012OpenCourse?utm_source=Social&utm_medium=Social&utm_campaign=ECP%2BOpen%2BCourse
http://edcetera.rafter.com/2-profs-75000-students-4-ways-to-make-the-humanities-mooc-work/
http://gettingsmart.com/blog/2012/09/moocs-shift-from-curiousity-employability/
http://schoolsofthought.blogs.cnn.com/2012/09/26/five-buzzwords-youre-likely-to-hear-in-education-this-school-year/
http://georgecouros.ca/blog/leadership20-mooc
http://wcetblog.wordpress.com/2012/09/26/to-teach-a-mooc/
http://www.lawmeets.com/courses/m_and_a_20121023/

Top URLs in Tweet in G2:
http://www.stevehargadon.com/2012/09/tonight-true-history-of-mooc.html
http://edudemic.com/2012/09/leadership20-mooc/
http://www.insidehighered.com/news/2012/09/26/elsevier-partners-edx-provide-free-versions-textbooks-mooc-students
http://www.washingtonpost.com/blogs/campus-overload/post/what-in-the-world-is-a-mooc/2012/09/24/50751600-0662-11e2-858a-5311df86ab04_blog.html
http://www.insidehighered.com/news/2012/09/26/elsevier-partners-edx-provide-free-versions-textbooks-mooc-students?utm_source=dlvr.it&utm_medium=twitter
http://www.insidehighered.com/quicktakes/2012/09/24/saylor-teams-googles-mooc
http://www.learningsolutionsmag.com/articles/1017/?utm_campaign=lsmag&utm_medium=some&utm_source=twitter
http://www.openculture.com/2012/09/google_releases_course_builder.htmland
http://www.stevehargadon.com/2012/09/tonight-true-history-of-mooc.html?utm_source=twitterfeed&utm_medium=twitter
http://moreorlessbunk.wordpress.com/2012/09/25/world-history-mooc-report-3-in-which-i-feel-sorry-for-jeremy-adelman/

Top URLs in Tweet in G3:
http://nation.time.com/2012/09/24/mooc-brigade-back-to-school-26-years-later/
http://www.internazionale.it/news/universita/2012/09/25/gli-esami-non-finiscono-mai/
http://nation.time.com/2012/09/26/mooc-brigade-who-is-taking-massive-open-online-courses-and-why/
http://www.washingtonpost.com/blogs/campus-overload/post/what-in-the-world-is-a-mooc/2012/09/24/50751600-0662-11e2-858a-5311df86ab04_blog.html
http://www.insidehighered.com/news/2012/09/26/elsevier-partners-edx-provide-free-versions-textbooks-mooc-students
http://edudemic.com/2012/09/leadership20-mooc/
http://nation.time.com/2012/09/04/mooc-brigade-will-massive-open-online-courses-revolutionize-higher-education/
http://www.indystar.com/article/20120925/NEWS04/209260329/Ball-State-thinking-big-free-online-comic-book-class?odyssey=nav%7Chead&nclick_check=1
http://www.youtube.com/watch?v=eW3gMGqcZQc&feature=youtu.be
http://www.thedp.com/article/2012/09/coursera-doubles-number-of-university-participants

Top URLs in Tweet in G4:
http://gigaom.com/2012/09/25/want-free-mongodb-classes-edx-and-10gen-are-happy-to-oblige/
http://www.insidehighered.com/news/2012/09/26/elsevier-partners-edx-provide-free-versions-textbooks-mooc-students
http://www.washingtonpost.com/blogs/campus-overload/post/what-in-the-world-is-a-mooc/2012/09/24/50751600-0662-11e2-858a-5311df86ab04_blog.html
http://www.thesimplelogic.com/2012/09/24/you-say-you-want-an-education/
http://musicfordeckchairs.wordpress.com/2012/09/25/its-not-you-its-me/
http://socialmediaweek.org/blog/event/discussion-on-online-education-a-mini-mooc/
http://computinged.wordpress.com/2012/09/25/who-completes-a-mooc/
http://moreorlessbunk.wordpress.com/2012/09/25/world-history-mooc-report-3-in-which-i-feel-sorry-for-jeremy-adelman/
http://www.insidehighered.com/news/2012/09/26/elsevier-partners-edx-provide-free-versions-textbooks-mooc-students#.UGMDsv3YAyB.twitter
http://www.insidehighered.com/news/2012/09/12/edx-explores-demographics-most-persistent-mooc-students

Top URLs in Tweet in G5:
http://www.washingtonpost.com/blogs/campus-overload/post/what-in-the-world-is-a-mooc/2012/09/24/50751600-0662-11e2-858a-5311df86ab04_blog.html
http://nation.time.com/2012/09/24/mooc-brigade-back-to-school-26-years-later/
http://m.washingtonpost.com/blogs/campus-overload/post/what-in-the-world-is-a-mooc/2012/09/24/50751600-0662-11e2-858a-5311df86ab04_blog.html
http://masoninnovation.org/content/mason-launch-mooc
http://www.youtube.com/watch?v=eW3gMGqcZQc
http://www.lawmeets.com/courses/
http://theconversation.edu.au/uq-joins-moocs-movement-9770
http://twitcam.livestream.com/c6ad0
http://edudemic.com/2012/09/leadership20-mooc/
http://www.google.com/url?sa=X&q=http://www.washingtonpost.com/blogs/campus-overload/post/what-in-the-world-is-a-mooc/2012/09/24/50751600-0662-11e2-858a-5311df86ab04_blog.html&ct=ga&cad=CAcQARgAIAAoATAAOABA-PmCgwVIAlAAWABiBWVuLVVT&cd=-eY88aFqL84&usg=AFQjCNGxbUJG04jIVopZguyBEM4wM5HEjw&utm_medium=twitter&utm_source=twitterfeed

Top URLs in Tweet in G6:
http://www.anthonyenriquezblog.com/
http://www.sorayapaniagua.com/2012/09/16/metodologia-mooc-revolucion-y-evolucion-de-la-universidad/
http://www.error500.net/articulo/educacion-abierta-mejor-curso
http://gigaom.com/2012/09/25/want-free-mongodb-classes-edx-and-10gen-are-happy-to-oblige/
http://www.anthonyenriquezblog.com/p/radio-chat.html
http://edudemic.com/2012/09/stanford-unveils-free-platform-run-online-courses/
http://ojulearning.es/2012/08/mooc-%C2%BFocaso-del-modelo-de-negocio-tradicional-en-e-learning/
http://www.anthonyenriquezblog.com/p/el-gorila-de-odzala.html
http://gamesmooc.shivtr.com/pages/signupformooc
http://twitter.yfrog.com/gy8pgmzhj

Top URLs in Tweet in G7:
http://tipes.wordpress.com/2012/09/25/quelques-manieres-daborder-le-mooc-itypa/
http://www.mooc.ca/courses.htm
http://www.youtube.com/watch?v=r8avYQ5ZqM0&feature=youtu.be
http://www.diigo.com/bookmark/http://www.mooc.ca/courses.htm
http://www.usatoday.com/
http://www.usatoday.com/news/nation/story/2012/09/12/college-may-never-be-the-same/57752972/1#.UGGCp_9we_4.twitter
http://connectedprincipals.com/archives/6359
http://www.actionsfle.com/?p=822
http://www.washingtonpost.com/blogs/campus-overload/post/what-in-the-world-is-a-mooc/2012/09/24/50751600-0662-11e2-858a-5311df86ab04_blog.html
http://www.pearltrees.com/actionsfle/itypa/id6131502#pearl58303733&show=play,1

Top URLs in Tweet in G8:
http://www.universityworldnews.com/article.php?story=20120920124146236
http://bit.ly/SrBSV4
http://www.washingtonpost.com/blogs/campus-overload/post/what-in-the-world-is-a-mooc/2012/09/24/50751600-0662-11e2-858a-5311df86ab04_blog.html?goback=.gde_35222_member_168385153
http://bit.ly/S7sYqF
http://www.insidehighered.com/news/2012/09/12/edx-explores-demographics-most-persistent-mooc-students#.UGL5A7DG-Js.twitter
http://wiswijzer.blogspot.nl/2012/09/e-learning-communities-studygroups.html
http://info.p2pu.org/projects/mechanical-mooc/
http://blog.commlabindia.com/elearning/mooc-corporate-elearning-universities
http://devopsangle.com/2012/09/25/massive-online-learning-10gen-and-mongodb-teach-the-world/

Top URLs in Tweet in G9:
http://ubyssey.ca/news/ubc-to-offer-free-online-courses-through-coursera/
http://twtpoll.com/kt9fx6
http://www.engadget.com/2012/09/21/youtube-interactive-quizzes-to-videos-beta/
http://www.youtube.com/watch?v=eW3gMGqcZQc&feature=youtube_gdata_player
http://blog.boundless.com/2012/09/25-tips-to-make-the-most-of-a-mooc/
http://feedproxy.google.com/~r/Edudemic/~3/-6BUBHIJnPY/?utm_source=twitterfeed&utm_medium=twitter
http://www.insidehighered.com/news/2012/09/26/elsevier-partners-edx-provide-free-versions-textbooks-mooc-students
http://brucespear.info/mooc/
http://www.educationdive.com/news/elsevier-to-provide-free-textbooks-to-edx-mooc-students/56848/

Top URLs in Tweet in G10:
http://www.indystar.com/article/20120925/NEWS04/209260329

Top Domains in Tweet in Entire Graph:
insidehighered.com
time.com
edudemic.com
washingtonpost.com
scoop.it
wordpress.com
stevehargadon.com
internazionale.it
google.com
youtube.com

Top Domains in Tweet in G1:
insidehighered.com
edudemic.com
washingtonpost.com
google.com
coursesites.com
visibli.com
wordpress.com
rafter.com
gettingsmart.com
scoop.it

Top Domains in Tweet in G2:
insidehighered.com
stevehargadon.com
scoop.it
edudemic.com
wordpress.com
learningsolutionsmag.com
google.com
washingtonpost.com
time.com
chronicle.com

Top Domains in Tweet in G3:
time.com
internazionale.it
washingtonpost.com
insidehighered.com
edudemic.com
t.co
visibli.com
indystar.com
youtube.com
thedp.com

Top Domains in Tweet in G4:
insidehighered.com
gigaom.com
wordpress.com
socialmediaweek.org
washingtonpost.com
thesimplelogic.com
duke.edu
linkedin.com
nitle.org
t.co

Top Domains in Tweet in G5:
washingtonpost.com
youtube.com
time.com
insidehighered.com
tumblr.com
indystar.com
co.uk
feedburner.com
masoninnovation.org
ask.fm

Top Domains in Tweet in G6:
anthonyenriquezblog.com
scoop.it
sorayapaniagua.com
error500.net
shivtr.com
edudemic.com
gigaom.com
bit.ly
mixedrealities.com
ojulearning.es

Top Domains in Tweet in G7:
wordpress.com
usatoday.com
diigo.com
mooc.ca
youtube.com
pearltrees.com
scoop.it
connectedprincipals.com
actionsfle.com
linkedin.com

Top Domains in Tweet in G8:
universityworldnews.com
bit.ly
washingtonpost.com
insidehighered.com
blogspot.nl
p2pu.org
commlabindia.com
devopsangle.com

Top Domains in Tweet in G9:
ubyssey.ca
twtpoll.com
engadget.com
youtube.com
boundless.com
google.com
insidehighered.com
brucespear.info
educationdive.com

Top Domains in Tweet in G10:
indystar.com

Top Hashtags in Tweet in Entire Graph:
mooc
leadership20
highered
education
edtech
elearning
moocs
moodle
blog
sl

Top Hashtags in Tweet in G1:
mooc
leadership20
highered
edtech
moocs
elearning
bbecp
edchat
cpchat
education

Top Hashtags in Tweet in G2:
mooc
leadership20
elearning
edtech
futureofed
ciaed
nbnedforum
oped12
cpchat
oer

Top Hashtags in Tweet in G3:
mooc
education
highered
unimagdalena
unimag
cetep
gamification12
elearning
edu
leadership20

Top Hashtags in Tweet in G4:
mooc
training
smweduonline
smwgla
education
edtech
highered
nitle
mmooc
moocs

Top Hashtags in Tweet in G5:
mooc
mooc_space
highered
leadership20
education
gamification12
socent
atplc
cpchat
openeducation

Top Hashtags in Tweet in G6:
mooc
education
blog
moodle
sl
virtualworlds
secondlife
tics
sloodle
omnilife

Top Hashtags in Tweet in G7:
mooc
itypa
yam
ocweu
claved
cielge
hwz
ict
leadership20
civedu

Top Hashtags in Tweet in G8:
mooc
elearning
oer
edx
nosql
bigdata
mobimooc
mathmaticalthinking
moocs
training

Top Hashtags in Tweet in G9:
edsg
edtech
leadership20
elearning
mooc
ebooks

Top Hashtags in Tweet in G10:
mooc
free

Top Words in Tweet in Entire Graph:
mooc
rt
online
free
school
via
education
open
edx
moocs

Top Words in Tweet in G1:
mooc
rt
moocs
via
school
leadership20
free
highered
leaders
online

Top Words in Tweet in G2:
mooc
rt
free
history
true
via
school
open
learning
online

Top Words in Tweet in G3:
rt
mooc
online
di
time
school
back
26
years
harrymccracken

Top Words in Tweet in G4:
mooc
rt
edx
online
free
elsevier
education
great
amp
offer

Top Words in Tweet in G5:
mooc
online
world
de
free
education
rt
open
course
students

Top Words in Tweet in G6:
mooc
rt
de
blog
education
moodle
sl
virtualworlds
secondlife
tics

Top Words in Tweet in G7:
mooc
rt
itypa
et
le
à
de
via
les
quelques

Top Words in Tweet in G8:
mooc
online
rt
world
moocs
mongodb
elearning
revolution
begun
moody

Top Words in Tweet in G9:
mooc
rt
free
ubc
debuting
three
courses
massive
online
open

Top Words in Tweet in G10:
class
ball
state
plans
gender
roles
comic
books
mooc
rt

Top Word Pairs in Tweet in Entire Graph:
leadership20,mooc
online,courses
school,leaders
attention,school
leaders,leadership20
mooc,students
open,online
textbooks,mooc
provide,free
elsevier,partners

Top Word Pairs in Tweet in G1:
leadership20,mooc
school,leaders
attention,school
leaders,leadership20
mooc,students
textbooks,mooc
mooc,via
provide,free
elsevier,partners
edx,provide

Top Word Pairs in Tweet in G2:
history,mooc
true,history
school,leaders
attention,school
leaders,leadership20
leadership20,mooc
textbooks,mooc
elsevier,partners
partners,edx
edx,provide

Top Word Pairs in Tweet in G3:
back,school
26,years
school,26
go,back
years,harrymccracken
harrymccracken,doing
time,go
rt,time
open,online
online,courses

Top Word Pairs in Tweet in G4:
edx,amp
amp,10gen
offer,mongodb
mongodb,training
training,online
online,mooc
rt,edxonline
great,news
news,edx
10gen,announced

Top Word Pairs in Tweet in G5:
world,mooc
comprised,human
human,elements
elements,mooc_space
elsevier,partners
partners,edx
edx,provide
provide,free
free,versions
versions,textbooks

Top Word Pairs in Tweet in G6:
blog,education
education,moodle
moodle,mooc
sl,virtualworlds
virtualworlds,secondlife
secondlife,tics
mooc,sloodle
sloodle,sl
rt,blog
tics,omnilife

Top Word Pairs in Tweet in G7:
mooc,itypa
quelques,manières
le,mooc
un,mooc
rt,zecool
manières,d'aborder
d'aborder,le
rt,jmgilliot
jmgilliot,quelques
find,courses

Top Word Pairs in Tweet in G8:
moocs,revolution
revolution,begun
begun,moody
moody,s
s,university
university,world
world,news
mooc,oer
elearning,mooc
bijsco,moocs

Top Word Pairs in Tweet in G9:
ubc,debuting
debuting,three
three,free
free,courses
courses,massive
massive,online
online,open
open,course
course,mooc
mooc,site

Top Word Pairs in Tweet in G10:
ball,state
state,plans
plans,class
class,gender
gender,roles
roles,comic
comic,books
books,mooc
rt,electricelm
7,yr

Top Tweeters in Entire Graph:
Edubeat
transtter2
happiness2_u_11
TopTweetsItaly
rutevera
groconemoto
sinak0
AnaCristinaPrts
pfanderson
ndcollier

Top Tweeters in G1:
Edubeat
ndcollier
ShellTerrell
jessicamadadg
KellyLux
Scorebusters
gcouros
CFORPmultimedia
EnnoventSEbot
studentforce

Top Tweeters in G2:
rutevera
AnaCristinaPrts
pfanderson
courosa
savasavasava
jonbecker
elearnnet
pgsimoes
anderscj2
qui_oui

Top Tweeters in G3:
TopTweetsItaly
glfceo
JustJack72
TIME
noxhanti
sararocutto
Topus007
mpacatte
jorgebarba
LegioN_3ChainZ

Top Tweeters in G4:
pageman
alisyme
sivavaid
ibogost
roundtrip
justindignation
btopro
LibSkrat
StreetPassNYC
dupuisj

Top Tweeters in G5:
transtter2
kojiando
Matimcorrea
TomsDome
occhhiiii
nandaaa
Myfivegay
PNSNewsWatch
MissPhosphorus
lilianalealc

Top Tweeters in G6:
groconemoto
ediazsan
enriquereyes
olegafx
balhisay
dreig
miquelduran
anthony1034
EducaLeon
gisela_ghi

Top Tweeters in G7:
MarioAsselin
MIANSEH
michelguillou
thot
JmarcFJ
jmgilliot
emiliebouv
ActionsFLE
olivier_alfieri
JCPBrown

Top Tweeters in G8:
karinwinters
YvesMulkers
jameskobielus
cb1601ej
nopiedra
Wiswijzer2
annettestr
Quebreda
marya1986
ScienceguideNL

Top Tweeters in G9:
judyrudin
whitneyhussain
hychan_edu
csoleil
Ubyssey
Michael_Dharni
jung_gt
Aeyr16
Ed_SG
julieschell

Top Tweeters in G10:
johncessna
ElectricElm
WabashArchivist