20120919 soschat Twitter NodeXL SNA Map
20120919 soschat Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
September 20, 2012
Description:
The graph represents a network of up to 1500 Twitter users whose recent tweets contained "soschat". The network was obtained on Wednesday, 19 September 2012 at 15:26 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, 3-hour, 43-minute period from Tuesday, 11 September 2012 at 11:13 UTC to Wednesday, 19 September 2012 at 14:56 UTC.

The graph is directed.

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: 195
Unique Edges: 2759
Edges With Duplicates: 807
Total Edges: 3566
Self-Loops: 610
Reciprocated Vertex Pair Ratio: 0.546111111111111
Reciprocated Edge Ratio: 0.706431908012936
Connected Components: 6
Single-Vertex Connected Components: 4
Maximum Vertices in a Connected Component: 189
Maximum Edges in a Connected Component: 3555
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.348289
Graph Density: 0.0735659529473962
Modularity: 0.201839
NodeXL Version: 1.0.1.225

Top 10 Vertices, Ranked by Betweenness Centrality:
symphily
nikhilgoya_l
TeacherReality
dov_rosenberg
AnthonyCody
KatieOsgood_
Thanks2Teachers
coopmike48
SOSOregon
ChitownStu

Top Replied-To in Entire Graph:
chitownstu
pesja_la
symphily
rolandsmartin
dov_rosenberg
phillipcantor
rdsathene
thechalkface
tfteacher
leadandlearn

Top Replied-To in G1:
chitownstu
symphily
tinamcollins
dov_rosenberg
thechalkface
kenzoshibata
kmontenegro
pesja_la
sosflashmob
mrpabruno

Top Replied-To in G2:
chitownstu
phillipcantor
dov_rosenberg
4wrdwi

Top Replied-To in G3:
pesja_la
symphily
rolandsmartin
dov_rosenberg
chitownstu
rdsathene
thechalkface
phillipcantor
tfteacher
billboyle24

Top Replied-To in G4:
gregforschools

Top Mentioned in Entire Graph:
symphily
chitownstu
pesja_la
dov_rosenberg
ctulocal1
rdsathene
dianeravitch
anthonycody
phillipcantor
nikhilgoya_l

Top Mentioned in G1:
chitownstu
symphily
pesja_la
rdsathene
ctulocal1
skrashen
dov_rosenberg
phillipcantor
dianeravitch
anthonycody

Top Mentioned in G2:
symphily
chitownstu
pesja_la
dov_rosenberg
edudemic
punkrockteacher
phillipcantor
rethi
2011teacher
jerseyjazzman

Top Mentioned in G3:
nikhilgoya_l
billcosby
dov_rosenberg
dfer_news
symphily
anthonycody
studentsfirsthq
dianeravitch
m_rhee
rolandsmartin

Top Mentioned in G4:
sosoregon
tinamcollins
nytimes
ctulocal1
pesja_la
gregforschools

Top Mentioned in G5:
ctulocal1
hornmusicother
jim663
ess_dog

Top Mentioned in G6:
dailyround

Top Mentioned in G7:
smartinnj
m_rhee

Top Mentioned in G8:
coopmike48
anthonycody
dianeravitch

Top Mentioned in G9:
mobbingiskolen
kirkenssos
eivindsolfjell

Top URLs in Tweet in Entire Graph:
http://www.schoolsmatter.info/2012/09/responding-to-nprs-whats-at-stake-for.html
http://bigeducationape.blogspot.com/2012/09/big-education-ape-nite-cap-special.html
http://www.amazon.com/One-Size-Does-Not-Fit/dp/B008OKBN4K/ref=sr_1_1?ie=UTF8&qid=1347545739&sr=8-1&keywords=nikhil+goyal
http://edudemic.com/2012/08/should-teachers-run-schools/
http://paper.li/coopmike48/1311355067
http://bigeducationape.blogspot.com/2012/09/big-education-ape-morning-wink-9-12-am.html
http://idea.gseis.ucla.edu/newsroom/our-ideas/themes-in-the-news/archive/may-2011/value-added-measures-whats-em-that-em-all-about
http://paper.li/symphily/1347166861
http://my.blogtalkradio.com/tfteacher/2012/09/12/tfts-soschat-radio
http://bigeducationape.blogspot.com/2012/09/big-ed-ape-nite-cap-special-strike_15.html

Top URLs in Tweet in G1:
http://www.schoolsmatter.info/2012/09/responding-to-nprs-whats-at-stake-for.html
http://bigeducationape.blogspot.com/2012/09/big-education-ape-nite-cap-special.html
http://paper.li/coopmike48/1311355067
http://bigeducationape.blogspot.com/2012/09/big-education-ape-morning-wink-9-12-am.html
http://bigeducationape.blogspot.com/2012/09/big-ed-ape-nite-cap-special-strike_15.html
http://my.blogtalkradio.com/tfteacher/2012/09/12/tfts-soschat-radio
http://bigeducationape.blogspot.com/2012/09/big-education-ape-morning-wink-9-11-am.html
http://bigeducationape.blogspot.com/2012/09/ctu-prez-speaks-at-todays-massive-rally.html
http://bigeducationape.blogspot.com/2012/09/big-ed-ape-nite-cap-special-strike_16.html
http://bigeducationape.blogspot.com/2012/09/big-education-ape-nite-cap-update-9-17.html

Top URLs in Tweet in G2:
http://paper.li/symphily/1347166861
http://rethinkingschoolsblog.wordpress.com/2012/08/23/howard-zinn-at-90-lessons-from-the-peoples-historian/
http://edudemic.com/2012/08/should-teachers-run-schools/
http://news.yahoo.com/parents-support-chicago-teachers-union-195700048.html
http://www.suntimes.com/news/otherviews/15107882-452/standardized-test-scores-are-worst-way-to-evaluate-teachers.html#.UFJdLLl74uQ.facebook
http://www.marxist.com/teachers-to-strike-in-chicago.htm
http://www.washingtonpost.com/blogs/answer-sheet/post/how-things-look-to-a-returning-chicago-teacher/2012/09/12/22c8cfd6-fd42-11e1-8adc-499661afe377_blog.html
http://occupiedchicagotribune.org/2012/09/letter-to-the-editor-from-ctu-president-karen-lewis/
http://schoolfinance101.wordpress.com/2012/08/24/parsing-poverty-charter-market-segmentation-across-within-u-s-cities/
http://www.commondreams.org/view/2012/09/10

Top URLs in Tweet in G3:
http://www.amazon.com/One-Size-Does-Not-Fit/dp/B008OKBN4K/ref=sr_1_1?ie=UTF8&qid=1347545739&sr=8-1&keywords=nikhil+goyal
http://www.suntimes.com/news/otherviews/15107882-452/standardized-test-scores-are-worst-way-to-evaluate-teachers.html#.UFJdLLl74uQ.facebook
http://live.huffingtonpost.com/r/segment/504eab682b8c2a5531000343
http://edudemic.com/2012/08/should-teachers-run-schools/
http://www.livestream.com/adorasvitak
http://www.good.is/posts/schools-don-t-need-reform-they-need-revolution
http://takingnote.learningmatters.tv/?p=5908
http://www.edexcellence.net/commentary/education-gadfly-daily/common-core-watch/2012/is-grit-enough.html#body
http://finedchat.blogspot.com/2012/02/im-still-waiting-for-superman.html?m=1
http://gyrewide.com/2012/09/15/mccarthys-law-151/

Top URLs in Tweet in G4:
http://oregonsaveourschools.blogspot.co.uk/2012/09/oregon-educations-collapse.html
http://progressillinois.com/quick-hits/content/2012/09/11/charter-school-union-says-ctu-gives-voice-their-concerns
http://www.washingtonpost.com/blogs/answer-sheet/post/why-rahm-emanuel-and-the-new-york-times-are-wrong-about-teacher-evaluation/2012/09/12/d0c53044-fce7-11e1-a31e-804fccb658f9_blog.html
http://www.suntimes.com/news/brown/15133596-452/teachers-appear-to-be-the-winner.html#.UFNeIh6a8Zc.twitter
http://www.washingtonpost.com/politics/decision2012/chicago-teachers-reach-tentative-agreement-to-end-strike/2012/09/14/b0d01452-feae-11e1-8adc-499661afe377_story.html
http://idea.gseis.ucla.edu/newsroom/our-ideas/themes-in-the-news/archive/may-2011/value-added-measures-whats-em-that-em-all-about
http://blogs.edweek.org/edweek/marketplacek12/2012/09/report_florida_investigating_k12_inc_for_using_non-certified_teachers.html?cmp=ENL-EU-NEWS2

Top URLs in Tweet in G5:
http://twitpic.com/at5txv
http://accessibletranslations.com/translationspeak/?p=276
http://www.thenational.ae/news/uae-news/medical-scanner-to-reveal-how-brain-processes-languages
http://www.bbc.com/future/story/20120322-will-we-ever-talk-to-animals
http://bits.blogs.nytimes.com/2012/06/19/a-computer-scientist-banks-on-human-superiority-over-machines/
http://wsws.org/mobile/articles/2012/sep2012/stat-s19.shtml

Top URLs in Tweet in G7:
http://digbysblog.blogspot.co.uk/2012/09/headline-o-day-rahm-edition.html

Top URLs in Tweet in G9:
https://www.soschat.no/

Top Domains in Tweet in Entire Graph:
blogspot.com
schoolsmatter.info
co.uk
paper.li
wordpress.com
blogtalkradio.com
wsws.org
youtube.com
amazon.com
occupiedchicagotribune.org

Top Domains in Tweet in G1:
blogspot.com
schoolsmatter.info
blogtalkradio.com
youtube.com
paper.li
co.uk
socialistworker.org
occupiedchicagotribune.org
ucla.edu
washingtontimes.com

Top Domains in Tweet in G2:
wordpress.com
paper.li
wsws.org
edudemic.com
washingtonpost.com
blogspot.ca
co.uk
epi.org
occupiedchicagotribune.org
yahoo.com

Top Domains in Tweet in G3:
amazon.com
suntimes.com
learningmatters.tv
huffingtonpost.com
good.is
edweek.org
edudemic.com
blogspot.com
nytimes.com
livestream.com

Top Domains in Tweet in G4:
co.uk
progressillinois.com
washingtonpost.com
suntimes.com
ucla.edu
edweek.org

Top Domains in Tweet in G5:
twitpic.com
accessibletranslations.com
thenational.ae
bbc.com
nytimes.com
wsws.org

Top Domains in Tweet in G7:
co.uk

Top Domains in Tweet in G9:
soschat.no

Top Hashtags in Tweet in Entire Graph:
soschat
edchat
ctustrike
faircontractnow
edreform
teachers
edu
edpolicy
lausd
ctu

Top Hashtags in Tweet in G1:
soschat
faircontractnow
ctustrike
edreform
edchat
lausd
edu
p2
edrefom
ed

Top Hashtags in Tweet in G2:
soschat
edchat
edreform
teachers
edpolicy
ctu
schools
edu
education
ctustrike

Top Hashtags in Tweet in G3:
soschat
edchat
ctustrike
edreform
domoreedu
teachers
edch
hiphoped
education
blackedu

Top Hashtags in Tweet in G4:
soschat
edchat
1u
oregon
faircontractnow
oeib
charterschools
ppsedu
shameonyou
ctustrike

Top Hashtags in Tweet in G5:
soschat
edchat
chicago
red
labor
solidarity
cps
teachers
education

Top Hashtags in Tweet in G6:
soschat
edu
chicago
faircontractnow

Top Hashtags in Tweet in G7:
soschat
connecttheleft

Top Hashtags in Tweet in G8:
soschat
faircontractnow
ctustrike
ctu
edreform

Top Words in Tweet in Entire Graph:
soschat
education
big
ape
rt
edchat
teachers
ctustrike
9
faircontractnow

Top Words in Tweet in G1:
soschat
big
ape
education
9
faircontractnow
ctustrike
12
rt
strike

Top Words in Tweet in G2:
soschat
teachers
rt
edchat
edreform
chicago
schools
via
chitownstu
education

Top Words in Tweet in G3:
soschat
rt
pesja_la
edchat
symphily
teachers
ctustrike
school
one
amp

Top Words in Tweet in G4:
soschat
more
rt
edchat
oregon
testing
education
1u
faircontractnow
sosoregon

Top Words in Tweet in G5:
chicago
rt
soschat
edchat
ctulocal1
teachers
two

Top Words in Tweet in G6:
chicago
rt
dailyround
teachers
strike
tradition
poem
solidarity
kevin
coval

Top Words in Tweet in G7:
problem
soschat
ka
ching

Top Words in Tweet in G8:
big
education
ape
rt
soschat
coopmike48
9
11
faircontractnow
ctustrike

Top Words in Tweet in G9:

problemet
med
mobbingiskolen
møter
vi
ofte
kirkenssos
særlig
chatten

Top Word Pairs in Tweet in Entire Graph:
big,education
education,ape
ctustrike,soschat
faircontractnow,ctustrike
ape,big
big,ed
ed,ape
nite,cap
ape,nite
12,faircontractnow

Top Word Pairs in Tweet in G1:
big,education
education,ape
faircontractnow,ctustrike
ape,big
ctustrike,soschat
big,ed
ed,ape
nite,cap
ape,nite
12,faircontractnow

Top Word Pairs in Tweet in G2:
edreform,soschat
rt,symphily
chicago,teachers
edchat,teachers
soschat,via
edpolicy,edreform
edchat,edpolicy
soschat,edchat
edchat,soschat
schools,edchat

Top Word Pairs in Tweet in G3:
soschat,edchat
rt,nikhilgoya_l
soschat,ctustrike
one,size
size,fit
fit,student's
student's,assessment
assessment,school
school,recently
recently,published

Top Word Pairs in Tweet in G4:
soschat,edchat
1u,soschat
rt,sosoregon
u,want
want,more
more,funding
funding,less
less,testing
testing,more
more,community

Top Word Pairs in Tweet in G6:
rt,dailyround
dailyround,teachers
teachers,strike
strike,chicago
chicago,tradition
tradition,poem
poem,solidarity
solidarity,kevin
kevin,coval
coval,soschat

Top Word Pairs in Tweet in G7:
ka,ching

Top Word Pairs in Tweet in G8:
big,education
education,ape
rt,coopmike48
coopmike48,big
ape,big
9,11
faircontractnow,ctustrike
ctustrike,soschat

Top Word Pairs in Tweet in G9:
problemet,med
med,mobbingiskolen
mobbingiskolen,møter
møter,vi
vi,ofte
ofte,på
på,kirkenssos
kirkenssos,særlig
særlig,på
på,chatten

Top Tweeters in Entire Graph:
coopmike48
ishtarmuz
CAFalk
hashonomy_gus
justcoachit
bilibutterfield
ElMonte08
MissShuganah
jillsmo
banditelli

Top Tweeters in G1:
coopmike48
kmontenegro
tfteacher
kristinrawls
Kuhio_Kane
plthomasEdD
zansari8
cjnkira
joscottcoe
AvalonSensei

Top Tweeters in G2:
ishtarmuz
CAFalk
bilibutterfield
ElMonte08
banditelli
symphily
SpudLovr
japhychron
cantcu
KCGibbons

Top Tweeters in G3:
hashonomy_gus
justcoachit
MissShuganah
jillsmo
tonnet
TeacherReality
ChitownStu
swamp_dad
gatorbonBC
Tech4Moms

Top Tweeters in G4:
saragoldrickrab
BloomingtonBFT
KMM_OR
Ess_Dog
gregforschools
SOSOregon
Timothyacarman
tinamcollins
aftACTS
wendyhallpdx

Top Tweeters in G5:
IndyPhinFan13
David_Raffin
INTYSSE
SosChat

Top Tweeters in G6:
EazyDoesnt
JarThePoet
kevincoval

Top Tweeters in G7:
OmaiBJeezus
MittSogyny

Top Tweeters in G8:
RhythmFootPrint
MrJJ_110

Top Tweeters in G9:
MobbingISkolen
eivindsolfjell

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.