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20120902 edtech Twitter NodeXL SNA
20120902 edtech Twitter NodeXL SNA
From:
marc_smith
Uploaded on:
September 03, 2012
Description:
The graph represents a network of 636 Twitter users whose recent tweets contained "edtech". The network was obtained on Sunday, 02 September 2012 at 22:35 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-hour, 1-minute period from Sunday, 02 September 2012 at 14:01 UTC to Sunday, 02 September 2012 at 22:02 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: 636
Unique Edges: 11293
Edges With Duplicates: 846
Total Edges: 12139
Self-Loops: 887
Reciprocated Vertex Pair Ratio: 0.507297776565271
Reciprocated Edge Ratio: 0.673122171945701
Connected Components: 30
Single-Vertex Connected Components: 25
Maximum Vertices in a Connected Component: 600
Maximum Edges in a Connected Component: 12089
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.394698
Graph Density: 0.0273609666716189
Modularity: 0.209269
NodeXL Version: 1.0.1.224

Top 10 Vertices, Ranked by Betweenness Centrality:
NMHS_Principal
HPTeachExchange
Edudemic
ShellTerrell
KleinErin
courosa
shannonmmiller
VirtualLrnAcad
eyeoneducation
EducationNext

Top Replied-To in Entire Graph:
ohdaddy
tvorse
jamievoster
tommytrc
learningfy
jenae_w
triciagabot
karenngrace
matthewfarber
snbeach

Top Replied-To in G1:
learningfy
ohdaddy
jenae_w
tutorme_online
wirelessedtech
mark__c
juandoming
tvorse
dmp_gctc
21stprincipal

Top Replied-To in G2:
markbarnes19
mcleod
fredwilson
edtechdigest
tommytrc
erinpaynter
crystalkirch

Top Replied-To in G3:
edtechtimes
davidmiller_uk
adobe
marcusshepard
eli_duarte
edtech_ftw
flipped_class
kentwalker
learnisttweets
mkrigsman

Top Replied-To in G4:
ghabbygeespot

Top Replied-To in G5:
snbeach
matthewfarber

Top Replied-To in G8:
jamievoster
ohdaddy
tvorse
2teach_edtech
tommytrc

Top Mentioned in Entire Graph:
nmhs_principal
scoopit
mcleod
learningfy
teachercast
edudemic
hostageek
2teach_edtech
etr_in
carrieatthill

Top Mentioned in G1:
scoopit
learningfy
nmhs_principal
andreacarr1
hpteachexchange
teachercast
zite
edudemic
shellterrell
prezi

Top Mentioned in G2:
mcleod
teachercast
nmhs_principal
scoopit
auntytech
slideshare
doctorjeff
angelamaiers
ilotimo
askatechteacher

Top Mentioned in G3:
nmhs_principal
etr_in
learningfy
edudemic
mcleod
getting_smart
eyeoneducation
medkh9
educationnext
tvanderark

Top Mentioned in G4:
mcleod
mpascoe
nmhs_principal
joe_bower
marcosalcaine
zit
byotcanada
21stprincipal
dwicksspu
judyarzt

Top Mentioned in G5:
techforschools
icivics
filamentgames
dannynic
ipadsammy

Top Mentioned in G6:
educationweek
nmhs_principal
udacity
doctorjeff

Top Mentioned in G7:
ericylai

Top Mentioned in G8:
hostageek
2teach_edtech
tommytrc
carrieatthill
tvorse
jamievoster
ohdaddy

Top Mentioned in G9:
mpascoe

Top Mentioned in G10:
auntytech
nmhs_principal
edudemic

Top URLs in Tweet in Entire Graph:
http://www.fcc.gov/document/fact-sheet-american-job-centers-announcement-event
http://www.search-cube.com/
http://ookaboo.com/o/pictures/
http://feedproxy.google.com/~r/Edudemic/~3/Hr-_1Q4qKfI/?utm_source=twitterfeed&utm_medium=twitter
http://cybercitizen.org
http://blogs.kqed.org/mindshift/2012/08/best-practices-for-deploying-ipads-in-schools/
http://www.huffingtonpost.com/jeff-goldstein/the-remarkable-power-of-t_b_570607.html
http://online.wsj.com/article/SB10000872396390444860104577561094256316390.html?KEYWORDS=teach%20kids%20math%20and%20science&utm_source=buffer&buffer_share=a22b2
http://h30411.www3.hp.com/posts/1558710-Intel_Video_Collaboration_in_the_Digital_Classroom?mcid=Twitter
http://edudemic.com/2012/09/the-teachers-quick-guide-to-education-technology/

Top URLs in Tweet in G1:
http://blogs.kqed.org/mindshift/2012/08/best-practices-for-deploying-ipads-in-schools/
http://feedproxy.google.com/~r/Edudemic/~3/Hr-_1Q4qKfI/?utm_source=twitterfeed&utm_medium=twitter
http://h30411.www3.hp.com/posts/1558710-Intel_Video_Collaboration_in_the_Digital_Classroom?mcid=Twitter
http://edudemic.com/2012/09/the-teachers-quick-guide-to-education-technology/?utm_medium=twitter&utm_source=twitterfeed
http://h30411.www3.hp.com/sessions/48778-Web_2_0_tools_for_STEM_education?mcid=Twitter
http://edudemic.com/2012/08/25-things-you-probably-didnt-know-about-higher-education/
http://www.washingtonpost.com/business/capitalbusiness/from-angry-birds-to-multi-player-video-games-nasa-ramps-up-investment-in-educational-technology/2012/08/31/c3d9d35c-c46c-11e1-916d-a4bc61efcad8_story.html
http://miguelescotet.visibli.com/share/zSh4fh
http://t.co/eAMHrtL6
http://www.search-cube.com/

Top URLs in Tweet in G2:
http://www.fcc.gov/document/fact-sheet-american-job-centers-announcement-event
http://www.huffingtonpost.com/jeff-goldstein/the-remarkable-power-of-t_b_570607.html
http://www.search-cube.com/
http://www.twylah.com/_redirect/50434e37214be764da0a5737
http://ookaboo.com/o/pictures/
http://hollyedtechdiva.visibli.com/share/AbHfSy
http://www.scribd.com/Classroom20Book
http://newfluencies.blogspot.com/2012/07/twitter-and-my-self-directed-pd.html?spref=tw
http://feedproxy.google.com/~r/Edudemic/~3/Hr-_1Q4qKfI/?utm_source=twitterfeed&utm_medium=twitter
http://blog.teachercast.net/keep-your-class-charged-using-usb-power-strips-by-insttechtalk/

Top URLs in Tweet in G3:
http://www.search-cube.com/
http://ookaboo.com/o/pictures/
http://cybercitizen.org
http://online.wsj.com/article/SB10000872396390444860104577561094256316390.html?KEYWORDS=teach%20kids%20math%20and%20science&utm_source=buffer&buffer_share=a22b2
http://cyber-kap.blogspot.com/2012/08/20-web-20-sites-that-does-not-require.html
http://www.eschoolnews.com/2011/05/18/could-the-internet-spell-the-end-of-snow-days/
http://www.fcc.gov/document/fact-sheet-american-job-centers-announcement-event
http://cybercitizen.org/abc
http://feedproxy.google.com/~r/Edudemic/~3/Hr-_1Q4qKfI/?utm_source=twitterfeed&utm_medium=twitter
http://www.teachthought.com/social-media/60-ways-to-use-twitter-in-the-classroom-by-category/

Top URLs in Tweet in G4:
http://www.fcc.gov/document/fact-sheet-american-job-centers-announcement-event
http://mikepascoe.com/technology-invades-the-classroom/
http://www.teachthought.com/social-media/50-best-twitter-feeds-to-follow-educational-gaming/
http://twitter.com/Paulinha_PRMS/statuses/242268549031268352?utm_source=dlvr.it&utm_medium=twitter
http://www.emergingedtech.com/2012/09/celebrating-the-5th-anniversary-of-classroom-2-0-with-75-articles-from-innovative-educators/
http://pimpyourteaching.blogspot.com/2012/09/how-teachers-can-use-internet-to.html?spref=tw
http://blogs.scientificamerican.com/guest-blog/2012/08/28/being-a-digital-native-isnt-enough/
http://cybercitizen.org
http://cybercitizen.org/abc
http://www.scoop.it/t/digital-presentations-in-education

Top URLs in Tweet in G5:
http://thejournal.com/articles/2011/11/09/7-byod-myths.aspx?m=2
http://dangerouslyirrelevant.org/2012/09/a-japanese-approach-to-khan-academy.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+dangerouslyirrelevant+%28Dangerously+Irrelevant%29
http://notebookgallery.com/
http://www.scoop.it/t/favorite-tweets/p/2572771538/the-top-10-educational-livebinders-for-2012
http://www.wnyc.org/shows/bl/2010/sep/21/future-books/#.UEOwC-wHBOs.twitter

Top URLs in Tweet in G6:
http://www.usnewsuniversitydirectory.com/articles/despite-cost-students-prefer-print-textbooks-over_12598.aspx
http://blogs.edweek.org/edweek/finding_common_ground/2012/09/the_flipped_faculty_meeting.html?cmp=SOC-SHR-TW
http://kleinerin.visibli.com/share/xX7rkA
http://www.search-cube.com/
http://www.itsokaytobesmart.com/post/22798509222/recursive-drawing-drawing-programs-dont-always
http://itunes.apple.com/us/app/shuttle-mission-math/id498617241?mt=8
http://wp.me/p1Gn8M-bS
http://internationalstudentsurvey.wikispaces.com/Survey_2011
http://www.huffingtonpost.com/jeff-goldstein/the-remarkable-power-of-t_b_570607.html

Top URLs in Tweet in G7:
http://www.zdnet.com/five-reasons-why-school-tablet-rollouts-can-stumble-or-fail-7000003582/
http://www.zdnet.com/blog/sap/chart-top-100-ipad-rollouts-by-enterprises-and-schools-updated-sept-2-2012/1274?preview=true

Top URLs in Tweet in G9:
http://mikepascoe.com/technology-invades-the-classroom/

Top URLs in Tweet in G10:
http://jkylewood.blogspot.com/2012/09/do-overs.html
http://www.twylah.com/_redirect/50434e37214be764da0a5737
http://edudemic.com/2012/08/50-web20-tools/

Top Domains in Tweet in Entire Graph:
scoop.it
visibli.com
edudemic.com
google.com
blogspot.com
fcc.gov
edweek.org
teachercast.net
t.co
cybercitizen.org

Top Domains in Tweet in G1:
visibli.com
scoop.it
edudemic.com
google.com
kqed.org
freetech4teachers.com
t.co
blogspot.com
hp.com
teachthought.com

Top Domains in Tweet in G2:
scoop.it
visibli.com
fcc.gov
teachersfirst.com
teachercast.net
wordpress.com
google.com
blogspot.com
paper.li
huffingtonpost.com

Top Domains in Tweet in G3:
edtechtimes.com
edudemic.com
edweek.org
cybercitizen.org
teachthought.com
scoop.it
google.com
search-cube.com
ookaboo.com
blogspot.com

Top Domains in Tweet in G4:
fcc.gov
cybercitizen.org
scoop.it
mikepascoe.com
teachthought.com
twitter.com
emergingedtech.com
blogspot.com
scientificamerican.com
edudemic.com

Top Domains in Tweet in G5:
thejournal.com
dangerouslyirrelevant.org
notebookgallery.com
scoop.it
wnyc.org

Top Domains in Tweet in G6:
usnewsuniversitydirectory.com
edweek.org
visibli.com
search-cube.com
itsokaytobesmart.com
apple.com
wp.me
wikispaces.com
huffingtonpost.com

Top Domains in Tweet in G7:
zdnet.com

Top Domains in Tweet in G9:
mikepascoe.com

Top Domains in Tweet in G10:
blogspot.com
twylah.com
edudemic.com

Top Hashtags in Tweet in Entire Graph:
edtech
edchat
education
elearning
teachers
mlearning
teaching
ipaded
highered
ntchat

Top Hashtags in Tweet in G1:
edtech
edchat
education
elearning
ntchat
mlearning
ipaded
highered
teaching
teachers

Top Hashtags in Tweet in G2:
edtech
edchat
teachers
sschat
workforce
educhat
lrnchat
teaching
blog
edstuff

Top Hashtags in Tweet in G3:
edtech
edchat
education
mlearning
elearning
highered
math
cio
onlineed
edreform

Top Hashtags in Tweet in G4:
edtech
workforce
socialmedia
abed
edchat
bced
edreform
teacher
edu
ef

Top Hashtags in Tweet in G5:
edtech
edchat
iwb

Top Hashtags in Tweet in G6:
edtech
edchat
mathchat
cpchat
flipclass
teachers
twitter
edu

Top Hashtags in Tweet in G7:
cio
edtech
ipads
android
kuno
it

Top Hashtags in Tweet in G8:
sad4luke

Top Hashtags in Tweet in G9:
edtech

Top Hashtags in Tweet in G10:
edtech
tlchat

Top Words in Tweet in Entire Graph:
edtech
rt
edchat
education
via
teachers
great
technology
elearning
classroom

Top Words in Tweet in G1:
edtech
rt
edchat
education
via
elearning
great
technology
scoopit
learning

Top Words in Tweet in G2:
edtech
rt
edchat
teachers
tech
education
via
twitter
great
free

Top Words in Tweet in G3:
edtech
rt
edchat
education
nmhs_principal
classroom
via
technology
search
learning

Top Words in Tweet in G4:
edtech
rt
digital
new
education
technology
s
skills
classroom
teacher

Top Words in Tweet in G5:
edtech
rt
7
myths
byod
debunked
techforschools

Top Words in Tweet in G6:
edtech
edchat
mathchat
search
students
over
new
rt
drawing
amp

Top Words in Tweet in G7:
amp
school
rollouts
ipads
updated
list
100
largest
ipad
texas

Top Words in Tweet in G8:
2teach_edtech
tommytrc
hostageek
carrieatthill
tvorse
jamievoster
ohdaddy
still
out

Top Words in Tweet in G9:
rt
mpascoe
new
blog
post
technology
classroom
edtech

Top Words in Tweet in G10:
edtech
rt

Top Word Pairs in Tweet in Entire Graph:
edtech,edchat
edchat,edtech
rt,nmhs_principal
education,edtech
education,edchat
elearning,edtech
edtech,elearning
u,s
rt,mcleod
skills,edtech

Top Word Pairs in Tweet in G1:
edchat,edtech
edtech,edchat
education,edchat
elearning,edtech
education,edtech
edtech,ntchat
edtech,education
edtech,elearning
technology,edtech
rt,learningfy

Top Word Pairs in Tweet in G2:
edtech,edchat
edchat,edtech
u,s
rt,mcleod
mcleod,end
end,next
next,decade
decade,77
77,u
s,jobs

Top Word Pairs in Tweet in G3:
edtech,edchat
edchat,edtech
rt,nmhs_principal
edtech,mlearning
rt,etr_in
nmhs_principal,best
really,cool
cool,search
search,cube
cube,visual

Top Word Pairs in Tweet in G4:
skills,edtech
rt,mcleod
mcleod,end
end,next
next,decade
decade,77
77,u
u,s
s,jobs
jobs,require

Top Word Pairs in Tweet in G5:
7,myths
myths,byod
byod,debunked
debunked,edtech
rt,techforschools
techforschools,7

Top Word Pairs in Tweet in G6:
edtech,mathchat
mathchat,edtech

Top Word Pairs in Tweet in G7:
updated,list
list,100
100,largest
largest,ipad
ipad,rollouts
rollouts,texas
texas,amp
amp,maryland
maryland,school
school,districts

Top Word Pairs in Tweet in G8:
hostageek,2teach_edtech
carrieatthill,2teach_edtech
tommytrc,tvorse
tvorse,carrieatthill
carrieatthill,tommytrc
tommytrc,hostageek
2teach_edtech,jamievoster
tvorse,hostageek
2teach_edtech,tommytrc
tvorse,ohdaddy

Top Word Pairs in Tweet in G9:
rt,mpascoe
mpascoe,new
new,blog
blog,post
post,technology
technology,classroom
classroom,edtech

Top Tweeters in Entire Graph:
AugmentedAdvert
tommytrc
justcoachit
AnaCristinaPrts
courosa
ShellTerrell
ValaAfshar
luc_germain
elearnnet
SuperEbza

Top Tweeters in G1:
tommytrc
justcoachit
AnaCristinaPrts
ShellTerrell
luc_germain
SuperEbza
pgsimoes
dougpete
CFORPmultimedia
Scorebusters

Top Tweeters in G2:
courosa
shannonmmiller
jessicastiles99
mtechman
flourishingkids
RoyMilano
doctorjeff
2teach_edtech
jackiegerstein
hbraum

Top Tweeters in G3:
AugmentedAdvert
ValaAfshar
elearnnet
studentforce
westr
susie_parker
mkrigsman
zkanelik4
daveandcori
NMHS_Principal

Top Tweeters in G4:
http_web
birdpingoy
TradeEthically
Aquella_chica
ijazzper
charmaynefranco
kimlegocki
SaliSantosh
manish_reddy
heikefabig

Top Tweeters in G5:
techforschools
heatherlamb08
chlupa
MrLeatherwood
dadleatherwood
corderj
FinkTeach

Top Tweeters in G6:
mathhombre
dgburris
centerofmath
emwdx
RKuhnau
bowleso
Harlenwrites

Top Tweeters in G7:
pusakat
ericylai
bbelding
miljagillespie
apstein2

Top Tweeters in G8:
OhDaddy
carrieatthill
tvorse
JamieVoster

Top Tweeters in G9:
shawnhaag27
PMintkenDPT
SPascoeDPT
MaiaPascoe

Top Tweeters in G10:
ctuckness
jmammano
KatieAnn_76