20120824 edweek Twitter NodeXL SNA Map
20120824 edweek Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
August 24, 2012
Description:
The graph represents a network of 236 Twitter users whose recent tweets contained "edweek". The network was obtained on Friday, 24 August 2012 at 16:28 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 hour period from Friday, 24 August 2012 at 13:36 UTC to Friday, 24 August 2012 at 16:23 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: 236
Unique Edges: 1324
Edges With Duplicates: 326
Total Edges: 1650
Self-Loops: 132
Reciprocated Vertex Pair Ratio: 0.365365365365365
Reciprocated Edge Ratio: 0.535190615835777
Connected Components: 14
Single-Vertex Connected Components: 11
Maximum Vertices in a Connected Component: 220
Maximum Edges in a Connected Component: 1626
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.104163
Graph Density: 0.0245943021997836
Modularity: 0.236364
NodeXL Version: 1.0.1.221

Top 10 Vertices, Ranked by Betweenness Centrality:
educationweek
tvanderark
OHEducation
Larryferlazzo
Eduflack
tomwhitby
AEIeducation
AASAHQ
Getting_Smart
mcpssuper

Top Replied-To in Entire Graph:
aevalle_galicia
pdkintl
ewardrd
shotatlife
drbutler_uncc

Top Replied-To in G1:
aevalle_galicia
ewardrd

Top Replied-To in G2:
shotatlife

Top Replied-To in G3:
pdkintl

Top Replied-To in G6:
drbutler_uncc

Top Mentioned in Entire Graph:
educationweek
tvanderark
oheducation
cdcgov
emilydouglashc
edweekteacher
jasonglassia
noellerson
eduflack
lafayetteprep

Top Mentioned in G1:
educationweek
tvanderark
cdcgov
emo228
pewtrusts
l_maxwell
edweekcomm
readyby21
childdefender
eduleadership

Top Mentioned in G2:
educationweek
emilydouglashc
jasonglassia
cdcgov
saramead
nclr
pdkintl
aeieducation
tvanderark
kcough

Top Mentioned in G3:
educationweek
tvanderark
oheducation
honormoorman
hanoverk12
sarahcargill
competencyworks
eduk8andlead
sbeducation
larryferlazzo

Top Mentioned in G4:
educationweek
noellerson
emilydouglashc
pdkintl
tvanderark
mrtalmadge
compasslearning
21stprincipal
act4hlthykids
oheducation

Top Mentioned in G5:
educationweek
eduflack
waltxyz
sbeducation
edweekteacher

Top Mentioned in G6:
edweekcomm
bjfr
mcdanger
edweekteacher

Top Mentioned in G7:
foealboog

Top Mentioned in G8:
educationweek

Top Mentioned in G9:
lafayetteprep
robhutti

Top URLs in Tweet in Entire Graph:
http://blogs.edweek.org/edweek/on_innovation/2012/08/digital_learning_now_outlines_3_strategies_for_funding_computer_access.html?utm_source=twitterfeed&utm_medium=twitter
http://feedproxy.google.com/~r/EducationWeekWidgetFeed/~3/7Nn7wT48xIM/gallup_students.html
http://www.edweek.org/ew/articles/2012/08/22/01tif_ep.h32.html?cmp=SOC-SHR-TW
http://www.edweek.org/tm/articles/2011/08/23/gallup_students.html?tkn=SQMFpQJv9x1Wzau5bpvWGJoOfYsb0WvVGtrK&cmp=clp-edweek
http://www.edweek.org/tm/articles/2011/08/23/gallup_students.html?cmp=SOC-SHR-TW
http://blogs.edweek.org/topschooljobs/k-12_talent_manager/2012/08/leading_or_bleeding-edge_HR.html
http://blogs.edweek.org/topschooljobs/k-12_talent_manager/2012/08/changing_cultures_adapting_business_principles.html?utm_medium=twitter&utm_source=twitterfeed
http://www.edweek.org/tm/articles/2012/08/22/544438uschicagoschools_ap.html
http://blogs.edweek.org/edweek/schooled_in_sports/2012/08/recess_makes_its_triumphant_return_to_chicago_schools.html
http://blogs.edweek.org/edweek/early_years/2012/08/its_a_known_fact_that.html?utm_medium=twitter&utm_source=twitterfeed

Top URLs in Tweet in G1:
http://feedproxy.google.com/~r/EducationWeekWidgetFeed/~3/7Nn7wT48xIM/gallup_students.html
http://blogs.edweek.org/edweek/schooled_in_sports/2012/08/recess_makes_its_triumphant_return_to_chicago_schools.html
http://blogs.edweek.org/edweek/on_performance/2012/08/go_teach_young_man.html
http://blogs.edweek.org/edweek/on_innovation/2012/08/digital_learning_now_outlines_3_strategies_for_funding_computer_access.html?utm_source=twitterfeed&utm_medium=twitter
http://blogs.edweek.org/edweek/early_years/2012/08/home_visits_help_new_families_support_school_readiness.html
http://blogs.edweek.org/topschooljobs/k-12_talent_manager/2012/08/changing_cultures_adapting_business_principles.html?utm_medium=twitter&utm_source=twitterfeed
http://blogs.edweek.org/topschooljobs/k-12_talent_manager/2012/08/leading_or_bleeding-edge_HR.html
http://blogs.edweek.org/edweek/early_years/2012/08/its_a_known_fact_that.html?utm_medium=twitter&utm_source=twitterfeed
http://www.edweek.org/tm/articles/2012/08/22/544438uschicagoschools_ap.html
http://blogs.edweek.org/edweek/state_edwatch/2012/08/cdc_most_kindergartners_vaccinated_for_measles_but_not_enough.html

Top URLs in Tweet in G2:
http://www.edweek.org/ew/articles/2012/08/22/01tif_ep.h32.html?cmp=SOC-SHR-TW
http://www.edweek.org/tm/articles/2011/08/23/gallup_students.html?cmp=SOC-SHR-TW
http://blogs.edweek.org/edweek/early_years/2012/08/its_a_known_fact_that.html?utm_medium=twitter&utm_source=twitterfeed
http://blogs.edweek.org/topschooljobs/k-12_talent_manager/2012/08/leading_or_bleeding-edge_HR.html
http://www.edweek.org/ew/articles/2012/08/22/01kohanim.h32.html?tkn=ZUZFHvRaPbdS9yU2TZhCUapHEgjYRpVs0XsN&cmp=clp-edweek
http://blogs.edweek.org/edweek/rick_hess_straight_up/
http://www.edweek.org/tm/articles/2012/08/22/544438uschicagoschools_ap.html
http://blogs.edweek.org/edweek/state_edwatch/2012/08/cdc_most_kindergartners_vaccinated_for_measles_but_not_enough.html
http://blogs.edweek.org/edweek/sarameads_policy_notebook/2012/08/the_missing_piece_in_teacher_evaluation_laws_empowering_principals.html?cmp=SOC-SHR-TW
http://blogs.edweek.org/edweek/campaign-k-12/2012/08/obama_talks_waivers_common_cor.html?cmp=SOC-SHR-TW

Top URLs in Tweet in G3:
http://blogs.edweek.org/edweek/on_innovation/2012/08/digital_learning_now_outlines_3_strategies_for_funding_computer_access.html?utm_source=twitterfeed&utm_medium=twitter
http://www.edweek.org/tm/articles/2011/08/23/gallup_students.html?tkn=SQMFpQJv9x1Wzau5bpvWGJoOfYsb0WvVGtrK&cmp=clp-edweek
http://blogs.edweek.org/edweek/on_innovation/2012/08/digital_learning_now_outlines_3_strategies_for_funding_computer_access.html?cmp=SOC-SHR-TW
http://www.edweek.org/ew/articles/2012/08/22/01tif_ep.h32.html?cmp=SOC-SHR-TW
http://blogs.edweek.org/edweek/global_learning/2012/08/are_you_ready_for_a_connected_learning_year_part_1.html
http://blogs.edweek.org/edweek/edtechresearcher/2012/08/using_data_to_kill_demons_learning_from_world_of_warcraft.html
http://www.edweek.org/ew/articles/2012/08/22/01recruit.h32.html?tkn=TTMFrsPkrylm041d2Milsju3pHJV4rqSvh2x&cmp=clp-edweek
http://blogs.edweek.org/edweek/DigitalEducation/2012/08/brief_examines_what_makes_comp.html
http://www.edweek.org/ew/articles/2012/08/23/02vouchers.h32.html?cmp=SOC-SHR-TW
http://blogs.edweek.org/edweek/college_bound/2012/08/struggling_to_figure_out_the_secret_to_act_improvement.html

Top URLs in Tweet in G4:
http://blogs.edweek.org/topschooljobs/k-12_talent_manager/2012/08/changing_cultures_adapting_business_principles.html?utm_medium=twitter&utm_source=twitterfeed
http://www.edweek.org/tm/articles/2011/08/23/gallup_students.html?cmp=SOC-SHR-TW
http://busytots.com/changingroom.aspx
http://www.edweek.org/tm/articles/2011/08/23/gallup_students.html?tkn=XXOFzzB0wfiPcrunIZ1Tv8MtoTCjLpSgJJyT&cmp=clp-edweek
http://blogs.edweek.org/edweek/DigitalEducation/2012/08/brief_examines_what_makes_comp.html
http://feedproxy.google.com/~r/EducationWeekNewsAndInformationAboutEducationIssues/~3/SKIxk6bq_aw/544726ohschoolttendancedata_ap.html
http://feedproxy.google.com/~r/EducationWeekNewsAndInformationAboutEducationIssues/~3/NrKterGXw2w/544678ohschoolttendancedata_ap.html?utm_source=twitterfeed&utm_medium=twitter
http://feedproxy.google.com/~r/EducationWeekWidgetFeed/~3/7Nn7wT48xIM/gallup_students.html
http://blogs.edweek.org/edweek/on_innovation/2012/08/digital_learning_now_outlines_3_strategies_for_funding_computer_access.html?utm_source=twitterfeed&utm_medium=twitter
http://blogs.edweek.org/topschooljobs/k-12_talent_manager/2012/08/leading_or_bleeding-edge_HR.html

Top URLs in Tweet in G5:
http://www.edweek.org/ew/articles/2012/08/22/01tif_ep.h32.html?cmp=SOC-SHR-TW
http://feedproxy.google.com/~r/EducationWeekWidgetFeed/~3/7Nn7wT48xIM/gallup_students.html
http://blogs.edweek.org/edweek/schooled_in_sports/2012/08/recess_makes_its_triumphant_return_to_chicago_schools.html?cmp=SOC-SHR-TW
http://www.edweek.org/tm/articles/2011/08/23/gallup_students.html?cmp=SOC-SHR-TW
http://www.edweek.org/ew/articles/2012/08/23/544678ohschoolttendancedata_ap.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=mrss
http://www.edweek.org/ew/articles/2012/08/22/02gallup.h32.html?tkn=QXSF9kYdgiUDDUPwFkDV25jxgiF4SMdy6b2D&cmp=clp-edweek
http://www.edweek.org/ew/articles/2012/08/23/02vouchers.h32.html?tkn=TXLFzDmAOJ2zRHSYB2XwVQxVPVTk41DkZYmU&cmp=clp-edweek
http://blogs.edweek.org/edweek/college_bound/2012/08/struggling_to_figure_out_the_secret_to_act_improvement.html
http://blogs.edweek.org/edweek/walt_gardners_reality_check/2012/08/testing_the_right_way.html
http://www.edweek.org/tm/articles/2011/08/23/gallup_students.html?tkn=WPLFrBaJ5Gx0fMNMqSrCQJeRhGreE6q6Fbvw&cmp=clp-edweek&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+EducationWeekWidgetFeed+%28Education+Week%3A+Free+Widget+Feed%29

Top URLs in Tweet in G6:
http://blogs.edweek.org/edweek/edtechresearcher/2012/08/using_data_to_kill_demons_learning_from_world_of_warcraft.html?utm_source=twitterfeed&utm_medium=twitter
http://blogs.edweek.org/edweek/edtechresearcher/2012/08/using_data_to_kill_demons_learning_from_world_of_warcraft.html
http://feedproxy.google.com/~r/TeacherMagazineNewsAndInformationForTeacherLeaders/~3/YwWxpq542ZM/544726ohschoolttendancedata_ap.html?utm_source=twitterfeed&utm_medium=twitter
http://feeds.feedburner.com/~r/EducationWeekTeacherNewsAndInformationForTeacherLeaders/~3/8C_V7f5SFdA/544726ohschoolttendancedata_ap.html?utm_source=feedburner&utm_medium=twitter&utm_campaign=thomascmayes
http://feeds.feedburner.com/~r/EducationWeekTeacherNewsAndInformationForTeacherLeaders/~3/Bwg7cWvwYOQ/544678ohschoolttendancedata_ap.html?utm_source=feedburner&utm_medium=twitter&utm_campaign=thomascmayes
http://blogs.edweek.org/edweek/school_law/2012/08/jury_award_upheld_against_dist.html
http://blogs.edweek.org/edweek/learning_forwards_pd_watch/2012/08/give_teachers_more_opportunities_to_lead.html?cmp=SOC-SHR-TW
http://blogs.edweek.org/edweek/early_years/2012/08/think_tank_calls_for_more_investment_in_early_education.html
http://www.teachermagazine.org/ew/articles/2012/08/24/544726ohschoolttendancedata_ap.html?utm_source=fb&utm_medium=rss&utm_campaign=mrss
http://blogs.edweek.org/edweek/college_bound/2012/08/it_used_to_be_that.html

Top URLs in Tweet in G7:
http://www.edweek.org/ew/articles/2012/08/17/543238ilchicagoteachers_ap.html

Top URLs in Tweet in G8:
http://www.edweek.org/ew/articles/2012/08/22/01tif_ep.h32.html?cmp=SOC-SHR-TW
http://blogs.edweek.org/edweek/schooled_in_sports/2012/08/calif_toughens_student_athlete_concussion_law.html

Top URLs in Tweet in G9:
http://blogs.edweek.org/edweek/early_years/2012/08/home_visits_help_new_families_support_school_readiness.html?cmp=SOC-SHR-FB

Top Hashtags in Tweet in Entire Graph:
education
hr
edchat
innovation
ewopinion
career
edtech
ohioed
earlychildhood
digln

Top Hashtags in Tweet in G1:
education
ewopinion
hr
innovation
earlychildhood
career
ece
schoollaw
homevisiting
industry

Top Hashtags in Tweet in G2:
education
edchat
earlychildhood
rhsu
earlyed
hr
phillyeducation
digln
school
meritpay

Top Hashtags in Tweet in G3:
ohioed
digln
edtech
innovation
education
smartseries
blendedlearning
edchat
globallearning
globaled

Top Hashtags in Tweet in G4:
education
career
hr
iaedfuture
teach
edweek
innovation
standards
edtech
reading

Top Hashtags in Tweet in G5:
education
edu
edchat
ce12
educationpolitics
nyc
college
africanamerican
minorities
highered

Top Hashtags in Tweet in G6:
ewopinion
edtech
edweek

Top Words in Tweet in Entire Graph:
educationweek
rt
via
education
school
student
schools
teacher
new
blog

Top Words in Tweet in G1:
educationweek
rt
education
via
school
new
chicago
blog
group
schools

Top Words in Tweet in G2:
educationweek
rt
via
teacher
education
student
school
districts
schools
grants

Top Words in Tweet in G3:
rt
educationweek
via
learning
student
computer
access
new
funding
education

Top Words in Tweet in G4:
rt
educationweek
education
student
blog
career
hr
school
via
success

Top Words in Tweet in G5:
educationweek
education
via
rt
positive
outlook
schools
attendance
student
success

Top Words in Tweet in G6:
attendance
schools
chief
ohio
fired
over
flap
teachers
rt
blog

Top Words in Tweet in G7:
teachers
pay
damn
catch
educate
kids
chicago
start
printing
strike

Top Words in Tweet in G8:
educationweek

Top Words in Tweet in G9:
rt
lafayetteprep
45
kindergartners
ready
enter
school
good
address
issue

Top Word Pairs in Tweet in Entire Graph:
via, educationweek
rt, educationweek
student, success
positive, outlook
success, linked
linked, positive
educationweek, blog
education, week
polling, group
group, student

Top Word Pairs in Tweet in G1:
rt, educationweek
via, educationweek
educationweek, blog
educationweek, education
education, polling
polling, group
group, student
student, success
success, linked
linked, positive

Top Word Pairs in Tweet in G2:
via, educationweek
rt, educationweek
bail, teacher
teacher, incentive
incentive, grants
big, city
city, districts
districts, bail
student, success
latino, children

Top Word Pairs in Tweet in G3:
via, educationweek
rt, educationweek
computer, access
student, success
success, linked
linked, positive
positive, outlook
outlines, 3
3, strategies
strategies, funding

Top Word Pairs in Tweet in G4:
rt, educationweek
educationweek, blog
blog, changing
changing, cultures
cultures, adapting
adapting, business
business, principles
principles, meet
meet, educator
educator, needs

Top Word Pairs in Tweet in G5:
via, educationweek
positive, outlook
student, success
success, linked
rt, educationweek
polling, group
group, student
linked, positive
chicago, schools
education, week

Top Word Pairs in Tweet in G6:
schools, chief
chief, ohio
ohio, fired
fired, over
over, attendance
attendance, flap
using, data
data, kill
kill, demons
demons, learning

Top Word Pairs in Tweet in G7:
pay, damn
damn, teachers
teachers, catch
catch, educate
educate, kids
kids, chicago
chicago, teachers
teachers, start
start, printing
printing, strike

Top Word Pairs in Tweet in G9:
45, kindergartners
enter, school
good, lafayetteprep
lafayetteprep, address
address, issue
issue, rt
rt, 45
kindergartners, arent
arent, ready
ready, enter

Top Tweeters in Entire Graph:
Edubeat
akcanwjanitor
Larryferlazzo
DailyABCs
FOEalboog
tomwhitby
DarlaBunting
lbraun2000
Scorebusters
jmcaninch68

Top Tweeters in G1:
akcanwjanitor
jmcaninch68
educationweek
ZaidJilani
TheBlahDalia
sweetnsourlady
Robinsbite
ericnentrup
KellyMullaney
JEM4nae

Top Tweeters in G2:
Larryferlazzo
DarlaBunting
leoniehaimson
mikeklonsky
KosherStories
MyrdinJT
Eduflack
terraziporyn
EmilyDouglasHC
edinnovations

Top Tweeters in G3:
tomwhitby
lbraun2000
TeachersApps
ratzelster
tvanderark
Learner2B
digidirections
nemnet
CurtisCFEE
SarahCargill

Top Tweeters in G4:
Scorebusters
EducationHat
MER11
LearningWithTec
jasonglassIA
sunrisecomm
MSTeachcom
Wlecker
Cus_PapersCoUk
Hall_Schools

Top Tweeters in G5:
Edubeat
DailyABCs
College_Experts
fleuredeflorida
Edjumicated
teacherelinks
mcastriotta
Dawnlantero
BodyMindChild
OurKidsOnTrack

Top Tweeters in G6:
RacheyPearl
mcdanger
collegeladydc
Elizabethtteil
glynch3
KendelC
NCreativityN
ThomasCMayes
maximfuel
AcademicEinT

Top Tweeters in G7:
FOEalboog
Wheres_UrHAIR
NOELonTHEboard

Top Tweeters in G8:
ChrisThomasUSF
USFSCP

Top Tweeters in G9:
Fisanlai
robhutti