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20120820 edweekTwitter NodeXL SNA Map
20120820 edweekTwitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
August 21, 2012
Description:
The graph represents a network of 563 Twitter users whose recent tweets contained "edweek". The network was obtained on Tuesday, 21 August 2012 at 05:55 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 9-hour period from Monday, 20 August 2012 at 20:10 UTC to Tuesday, 21 August 2012 at 05:47 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: 563
Unique Edges: 3453
Edges With Duplicates: 630
Total Edges: 4083
Self-Loops: 367
Reciprocated Vertex Pair Ratio: 0.288648244958925
Reciprocated Edge Ratio: 0.447986090988119
Connected Components: 40
Single-Vertex Connected Components: 38
Maximum Vertices in a Connected Component: 523
Maximum Edges in a Connected Component: 4041
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 2.534903
Graph Density: 0.0109068728153069
Modularity: 0.316284
NodeXL Version: 1.0.1.221

Top 10 Vertices, Ranked by Betweenness Centrality:
educationweek
ronaldjackson
EdWeekTeacher
AllAboutRace
markbrumley
HPTeachExchange
2learn2
Just_Education
Larryferlazzo
aallnet

Top Replied-To in Entire Graph:
educationweek
crissaracer
learningwithtec
jasonglassia
michaelegriffin
nctq
donalynbooks
aergary
justinmarc2010

Top Replied-To in G1:
crissaracer
donalynbooks
aergary

Top Replied-To in G2:
educationweek
jasonglassia
justinmarc2010
learningwithtec

Top Replied-To in G3:
nctq

Top Replied-To in G6:
michaelegriffin

Top Mentioned in Entire Graph:
educationweek
edweekteacher
ronaldjackson
edweekcomm
zite
lianaheitin
reppaulryan
wwfoundation
cgewertz
waltxyz

Top Mentioned in G1:
educationweek
edweekteacher
edweekcomm
lianaheitin
michelleobama
reppaulryan
aeieducation
khanacademy
wwfoundation
waltxyz

Top Mentioned in G2:
educationweek
edweekteacher
zite
nancyflanagan
plugusin
edweekcomm
tvanderark
sarahcargill
tkanold
scottrrocco

Top Mentioned in G3:
educationweek
edweekteacher
cgewertz
nctq
reppaulryan
lianaheitin
aeieducation
edweekcomm
comcast
digidirections

Top Mentioned in G4:
ronaldjackson
educationweek
wwfoundation
edweekcomm
ronaldjacksonx
waltxyz

Top Mentioned in G5:
zite
osseonicethings
dannellefwalker
fawziah1
misterminor
edweekteacher
jedipadmaster
ncsca
21stcenturytch
scottrrocco

Top Mentioned in G6:
tesol_assn
pcneducation
educationweek

Top Mentioned in G7:
aallnet

Top Mentioned in G9:
eric_rojas

Top URLs in Tweet in Entire Graph:
http://vsb.li/MJazrX
http://blogs.edweek.org/edweek/DigitalEducation/2012/08/nearly_three_in_four_responden.html
http://blogs.edweek.org/edweek/learning_forwards_pd_watch/2012/08/give_teachers_more_opportunities_to_lead.html
http://blogs.edweek.org/teachers/teacher_in_a_strange_land/2012/08/who_makes_the_rules_in_a_classroom_seven_ideas_about_rule-making.html
http://www.edweek.org/ew/articles/2012/08/22/01levine_ep.h32.html?tkn=TMQFRwdTcdg%2FwESJHrqwmIaFiJx3k5IIkaRA&cmp=clp-edweek
http://blogs.edweek.org/edweek/college_bound/2012/08/middle_income_students_incur_the_highest_student_loan_debt.html
http://www.edweek.org/ew/collections/common-core-commentaries/index.html
http://blogs.edweek.org/edweek/curriculum/2012/08/more_sample_common-assessment_.html
http://blogs.edweek.org/edweek/learning-the-language/2012/08/court_rules_that_ala_cant_chec.html
http://blogs.edweek.org/teachers/classroom_qa_with_larry_ferlazzo/2012/08/response_dont_wait_until_christmas_to_smile.html

Top URLs in Tweet in G1:
http://blogs.edweek.org/edweek/college_bound/2012/08/middle_income_students_incur_the_highest_student_loan_debt.html
http://blogs.edweek.org/edweek/curriculum/2012/08/more_sample_common-assessment_.html
http://www.edweek.org/ew/articles/2012/08/22/01levine_ep.h32.html?tkn=TMQFRwdTcdg%2FwESJHrqwmIaFiJx3k5IIkaRA&cmp=clp-edweek
http://blogs.edweek.org/edweek/DigitalEducation/2012/08/nearly_three_in_four_responden.html
http://blogs.edweek.org/edweek/campaign-k-12/2012/08/white_house_hosts_first_ever_k.html
http://www.edweek.org/ew/collections/common-core-commentaries/index.html
http://blogs.edweek.org/edweek/learning-the-language/2012/08/court_rules_that_ala_cant_chec.html
http://blogs.edweek.org/edweek/rick_hess_straight_up/2012/08/the_khan_academy_distinguishing_the_app_store_from_the_apps.html
http://blogs.edweek.org/edweek/walt_gardners_reality_check/2012/08/competition_doesnt_work_in_schools.html
http://blogs.edweek.org/edweek/campaign-k-12/2012/08/obama_ryan_budget_wrong_direct.html

Top URLs in Tweet in G2:
http://blogs.edweek.org/edweek/learning_forwards_pd_watch/2012/08/give_teachers_more_opportunities_to_lead.html
http://blogs.edweek.org/teachers/teacher_in_a_strange_land/2012/08/who_makes_the_rules_in_a_classroom_seven_ideas_about_rule-making.html
http://feedproxy.google.com/~r/EducationWeekNewsAndInformationAboutEducationIssues/~3/LGfXVmN_4o0/01levine_ep.h32.html
http://blogs.edweek.org/teachers/classroom_qa_with_larry_ferlazzo/2012/08/response_dont_wait_until_christmas_to_smile.html
http://blogs.edweek.org/edweek/DigitalEducation/2012/08/nearly_three_in_four_responden.html
http://www.edweek.org/dd/articles/2012/08/20/02mct_kssocialmediabenefits.h32.html
http://blogs.edweek.org/teachers/teacher_in_a_strange_land/2012/08/who_makes_the_rules_in_a_classroom_seven_ideas_about_rule-making.html?utm_source=feedburner
http://blogs.edweek.org/edweek/DigitalEducation/2012/08/nearly_three_in_four_responden.html?utm_source=dlvr.it&utm_medium=twitter
http://www.edweek.org/ew/articles/2012/08/22/01levine_ep.h32.html?tkn=TMQFRwdTcdg%2FwESJHrqwmIaFiJx3k5IIkaRA&cmp=clp-edweek
http://feedproxy.google.com/~r/EducationWeekNewsAndInformationAboutEducationIssues/~3/HNfxAbhDos4/543631ksorthodoxchristianchurch_ap.html?utm_source=twitterfeed&utm_medium=twitter

Top URLs in Tweet in G3:
http://blogs.edweek.org/edweek/curriculum/2012/08/more_sample_common-assessment_.html?cmp=SOC-SHR-TW
http://www.edweek.org/ew/articles/2012/08/22/01levine_ep.h32.html?utm_source=fb&utm_medium=rss&utm_campaign=mrss
http://www.edweek.org/ew/collections/common-core-commentaries/index.html
http://blogs.edweek.org/edweek/early_years/2012/08/head_start_re-competition_moves_into_review_stage.html
http://www.edweek.org/ew/articles/2012/08/14/01tests_ep.h32.html
http://blogs.edweek.org/edweek/curriculum/2012/08/more_sample_common-assessment_.html
http://blogs.edweek.org/edweek/campaign-k-12/2012/08/obama_ryan_budget_wrong_direct.html
http://blogs.edweek.org/edweek/learning_forwards_pd_watch/2012/08/give_teachers_more_opportunities_to_lead.html?utm_source=twitterfeed&utm_medium=twitter
http://www.edweek.org/ew/articles/2012/08/22/01levine_ep.h32.html?tkn=TMQFRwdTcdg%2FwESJHrqwmIaFiJx3k5IIkaRA&cmp=clp-edweek
http://www.edweek.org/ew/articles/2012/08/22/01levine_ep.h32.html?cmp=SOC-SHR-TW

Top URLs in Tweet in G4:
http://vsb.li/MJazrX
http://feedproxy.google.com/~r/EducationWeekNewsAndInformationAboutEducationIssues/~3/HNfxAbhDos4/543631ksorthodoxchristianchurch_ap.html?utm_source=twitterfeed&utm_medium=twitter
http://www.edweek.org/ew/articles/2012/08/07/01zerotolerance.h32.html?tkn=NWNFAxXnSt8u5bQ%2BZQoz52N447hxgou4YuED
http://www.google.com/url?sa=X&q=http://blogs.edweek.org/edweek/john_wilson_unleashed/2012/08/education_not_the_economy_is_the_most_important_issue.html&ct=ga&cad=CAcQARgAIAAoATAAOABA-oPKgQVIAlAAWABiBWVuLVVT&cd=7QWn-HoFVs4&usg=AFQjCNE5lvfwy9XbXbCwxD1UcIcjut2EzA
http://www.edweek.org/dd/articles/2012/08/20/02mct_kssocialmediabenefits.h32.html
http://www.tradur.com/twittersplit.html?http://www.google.com/url?sa=X&q=http://www.edweek.org/ew/articles/2012/08/22/01letter-1.h32.html&ct=ga&cad=CAcQARgAIAAoATAAOABAhcjKgQVIAlAAWABiBWVuLVVT&cd=_TJ5sdPm3ic&usg=AFQjCNFuNw9QBrJl3lZPGJAzYTXwAnJlNA
http://www.edweek.org/ew/articles/2012/08/22/01levine_ep.h32.html?tkn=TMQFRwdTcdg%2FwESJHrqwmIaFiJx3k5IIkaRA&cmp=clp-edweek
http://blogs.edweek.org/edweek/curriculum/2012/07/sometimes_a_little_effort_can.html
http://blogs.edweek.org/edweek/college_bound/2012/08/middle_income_students_incur_the_highest_student_loan_debt.html
http://blogs.edweek.org/edweek/walt_gardners_reality_check/2012/08/competition_doesnt_work_in_schools.html

Top URLs in Tweet in G5:
http://feedproxy.google.com/~r/EducationWeekNewsAndInformationAboutEducationIssues/~3/HNfxAbhDos4/543631ksorthodoxchristianchurch_ap.html?utm_source=twitterfeed&utm_medium=twitter
http://blogs.edweek.org/edweek/learning_forwards_pd_watch/2012/08/give_teachers_more_opportunities_to_lead.html
http://blogs.edweek.org/edweek/edtechresearcher/2012/08/high_school_senior_makes_twitter_a_contagion_for_kindness.html
http://blogs.edweek.org/edweek/finding_common_ground/2012/04/at_risk_of_losing_our_creativity.html?intc=bs&cmp=SOC-SHR-GEN
http://www.edweek.org/ew/articles/2012/08/17/01pnbk_erasures.h32.html?cmp=SOC-SHR-TW
http://feedproxy.google.com/~r/google/uXPx/~3/a29Q0AsWUw0/url?utm_source=rss&utm_medium=sendible&utm_campaign=DigitalMuseRecreational
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNH1tsYMr4_HL-tHGwklYp-cmqNnaA&url=http://www.edweek.org/dd/articles/2012/08/20/02mct_kssocialmediabenefits.h32.html&utm_source=twitterfeed&utm_medium=twitter
http://www.google.com/url?sa=X&q=http://www.edweek.org/dd/articles/2012/08/20/02mct_kssocialmediabenefits.h32.html&ct=ga&cad=CAcQARgAIAAoATAAOABA3pXKgQVIAlAAWABiBWVuLUdC&cd=9PyJLeOdpKc&usg=AFQjCNEO17KCbRkmmvRD-noVRu8BcM6-Zg&utm_source=twitterfeed&utm_medium=twitter
http://www.google.com/url?sa=X&q=http://www.edweek.org/dd/articles/2012/08/20/02mct_kssocialmediabenefits.h32.html&ct=ga&cad=CAcQARgAIAAoATAAOABAqsLKgQVIAlAAWABiBWVuLVVT&cd=Te__vAH9hbc&usg=AFQjCNEO17KCbRkmmvRD-noVRu8BcM6-Zg
http://blogs.edweek.org/edweek/curriculum/2012/08/nsf_promotes_climate-change_ed.html

Top URLs in Tweet in G6:
http://blogs.edweek.org/teachers/teacher_in_a_strange_land/2012/08/who_makes_the_rules_in_a_classroom_seven_ideas_about_rule-making.html
http://blogs.edweek.org/edweek/curriculum/2012/08/new_research_expands_thinking_.html?cmp=ENL-CM-NEWS2&utm_source=buffer&buffer_share=12930
http://www.edweek.org/ew/articles/2012/07/31/37act.h31.html?tkn=OLVFtLpDw7U7exEvRTpb3GFWn6Efp7JObqXo&cmp=ENL-CM-NEWS2&utm_source=buffer&buffer_share=95b16
http://feedproxy.google.com/~r/OnPerformance/~3/DZaJIVwziXw/before_lifo_can_end.html
http://www.edweek.org/ew/articles/2012/08/22/01levine_ep.h32.html?utm_source=fb&utm_medium=rss&utm_campaign=mrss
http://feedproxy.google.com/~r/CampaignK-12/~3/Pmg72ipGMYA/transparency_watch_why_is_head.html
http://blogs.edweek.org/edweek/learning-the-language/2012/08/court_rules_that_ala_cant_chec.html
http://www.edweek.org/ew/articles/2012/08/22/01conventions_ep.h32.html?tkn=WWVFFCDSRP4sNiCJhX8SgdjElh3WH5wqmaX5&cmp=ENL-EU-NEWS1&utm_source=buffer&buffer_share=f5fc6
http://www.edweek.org/ew/articles/2012/08/22/01conventions_ep.h32.html?tkn=MPOFkrC2BVrBYB3RSs7iitEeFD5Zd/j%2BpfB%2B&cmp=clp-edweek&utm_source=fb&utm_medium=rss&utm_campaign=mrss
http://blogs.edweek.org/teachers/classroom_qa_with_larry_ferlazzo/2012/01/matt_townsley_asked_carol_boston.html

Top URLs in Tweet in G7:
http://blogs.edweek.org/edweek/edtechresearcher/2012/08/librarians_are_completely_awesome.html

Top URLs in Tweet in G8:
http://www.google.com/url?sa=X&q=http://www.edweek.org/dd/articles/2012/08/20/02mct_kssocialmediabenefits.h32.html&ct=ga&cad=CAcQARgAIAAoATAAOABA48fKgQVIAlAAWABiBWVuLVVT&cd=xp0BIIg_ecs&usg=AFQjCNEO17KCbRkmmvRD-noVRu8BcM6-Zg&utm_source=twitterfeed&utm_medium=twitter
http://dlvr.it/221zw2
http://www.google.com/url?sa=X&q=http://www.edweek.org/dd/articles/2012/08/20/02mct_kssocialmediabenefits.h32.html&ct=ga&cad=CAcQARgAIAAoATAAOABAsf3JgQVIAlAAWABiBWVuLVVT&cd=bEef0HpuTR8&usg=AFQjCNEO17KCbRkmmvRD-noVRu8BcM6-Zg&utm_source=twitterfeed&utm_medium=twitter
http://www.google.com/url?sa=X&q=http://www.edweek.org/dd/articles/2012/08/20/02mct_kssocialmediabenefits.h32.html&ct=ga&cad=CAEQARgAIAAoATAAOABAx67KgQVIAlAAWABiBWVuLVVT&cd=FTFT1guAgbc&usg=AFQjCNEO17KCbRkmmvRD-noVRu8BcM6-Zg&utm_source=twitterfeed&utm_medium=twitter&utm_campaign=Internet+Marketing

Top URLs in Tweet in G9:
http://www.snsanalytics.com/H2hwy6

Top Hashtags in Tweet in Entire Graph:
ewopinion
education
edchat
edtech
commoncore
curriculum
edu
ells
edelect
edpolitics

Top Hashtags in Tweet in G1:
ewopinion
education
edtech
commoncore
curriculum
edpolitics
ells
teaching
edelect
ewwebinar

Top Hashtags in Tweet in G2:
edchat
edtech
education
ewopinion
ntchat
edadmin
k12
mschat
satchat
innovation

Top Hashtags in Tweet in G3:
edu
education
commoncore
articles
ewopinion
edchat
edtech
parcc
edelect
curriculum

Top Hashtags in Tweet in G4:
ajstream
education
ewopinion

Top Hashtags in Tweet in G5:
edchat
creativelearning
studytips
news
educatorethics
climatechange
jobsearch
tcrwp2012
awesome
satchat

Top Hashtags in Tweet in G6:
eltchat
edchat
edreform
ccss
edcaht
education
ells
edpolitics
campaign
asiaelt

Top Words in Tweet in Entire Graph:
rt
educationweek
education
via
school
blog
students
teacher
schools
week

Top Words in Tweet in G1:
educationweek
rt
students
blog
via
education
families
40k
school
ewopinion

Top Words in Tweet in G2:
rt
educationweek
via
education
teacher
school
schools
more
rules
teachers

Top Words in Tweet in G3:
rt
educationweek
education
sample
items
via
blog
common
edu
amp

Top Words in Tweet in G4:
school
rt
prison
industrial
complex
whites
counseling
blacks
suspended
rising

Top Words in Tweet in G5:
social
media
benefits
see
parents
children
rt
education
school
first

Top Words in Tweet in G6:
education
rt
week
eltchat
edchat
teacher
edreform
ccss
tesol_assn
rules

Top Words in Tweet in G7:
librarians
completely
awesome
edtech
researcher
education
week
aallnet
rt
toot

Top Words in Tweet in G8:
social
media
benefits
parents
see
children
exposure
many
children's
mercy

Top Words in Tweet in G9:
parents
see
social
media
benefits
children
education
week
news

Top Word Pairs in Tweet in Entire Graph:
rt, educationweek
via, educationweek
education, week
educationweek, blog
social, media
teacher, compensation
parents, see
benefits, children
sample, common
common, assessment

Top Word Pairs in Tweet in G1:
rt, educationweek
via, educationweek
educationweek, blog
education, week
students, families
families, earning
earning, 40k
40k, 59k
w, 6k
6k, more

Top Word Pairs in Tweet in G2:
rt, educationweek
via, educationweek
education, week
rules, classroom
teacher, compensation
teachers, more
rethinking, teacher
give, teachers
more, opportunities
opportunities, lead

Top Word Pairs in Tweet in G3:
rt, educationweek
via, educationweek
sample, common
common, assessment
assessment, items
items, released
released, traffic
traffic, crashes
crashes, server
educationweek, blog

Top Word Pairs in Tweet in G4:
school, prison
prison, industrial
industrial, complex
whites, counseling
counseling, blacks
blacks, suspended
complex, rising
rising, black
black, student
student, suspension

Top Word Pairs in Tweet in G5:
social, media
parents, see
see, social
media, benefits
benefits, children
education, week
first, orthodox
orthodox, christian
christian, school
school, kansas

Top Word Pairs in Tweet in G6:
education, week
edchat, eltchat
week, edreform
edreform, ccss
ccss, edchat
rt, tesol_assn
makes, rules
rules, classroom
classroom, seven
seven, ideas

Top Word Pairs in Tweet in G7:
librarians, completely
completely, awesome
awesome, edtech
edtech, researcher
researcher, education
education, week
aallnet, librarians
rt, aallnet

Top Word Pairs in Tweet in G8:
social, media
parents, see
see, social
media, benefits
benefits, children
media, exposure
exposure, many
many, benefits
benefits, children's
children's, mercy

Top Word Pairs in Tweet in G9:
parents, see
see, social
social, media
media, benefits
benefits, children
children, education
education, week
week, news

Top Tweeters in Entire Graph:
Edubeat
coopmike48
gbmiii
yayayarndiva
fivefifths
wilsonvoight
p_staatz
RobertLopez_
MsCALLI0PE
Penny_G

Top Tweeters in G1:
gbmiii
RobertLopez_
akcanwjanitor
SagadaSun
ManchurianDevil
educationweek
GionniCortez
__Esh
ya2sabe
deedeedateacher

Top Tweeters in G2:
coopmike48
wilsonvoight
IT_mustudent
GetUpStandUp2
Larryferlazzo
Scorebusters
TB101163
EducationHat
kylepace
TeacherReality

Top Tweeters in G3:
Edubeat
StudentsCloud
elearnnet
DailyABCs
DarlaBunting
KosherStories
D_Aarons
rpmuriera
EducationBytes
LifeTimeSkills

Top Tweeters in G4:
yayayarndiva
fivefifths
p_staatz
MsCALLI0PE
Penny_G
AkmarShabazz
GeriSalsig
ActionBastard
OleMackDaddy
FVTE3

Top Tweeters in G5:
BlkPhoenix66
adamjohnsons
MyZingSocial
Arethusa_Biz
3BeansDigital
GooglePlusSA
seanrezel
FabSocialMedia
itsverarich
socialnicheguru

Top Tweeters in G6:
e_austin
PCNEducation
PCNSummary
MrPoynter
TESOL_Assn
BrightIdeaTutor
Absorb_English
WheelockCollege
AccessEnglish
AAELSHD

Top Tweeters in G7:
jriversmn
glambert
aallnet
cartergp
Lauren_Cristi
AlexBlue
deanjmason
ellenalexia

Top Tweeters in G8:
JoinInTheBuzz
Rick_Byrd
rogerromance
RandyHamilton

Top Tweeters in G9:
eric_rojas
SpioTV