educommission, Twitter, 10/6/2021 3:32:44 PM, 263868


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educommission Twitter NodeXL SNA Map and Report for quarta-feira, 06 outubro 2021 at 15:30 UTC
educommission Twitter NodeXL SNA Map and Report for quarta-feira, 06 outubro 2021 at 15:30 UTC
From:
rdasilva
Uploaded on:
October 06, 2021
Short Description:
educommission via NodeXL https://bit.ly/3FmHIBZ
@educommission
@amelieagagnon
@inamullahkhatt6
@saxotrombone
@afghanagulalai
@jdoviedoa
@oiedufinance
@eddiedutton
@peterokubal
@ariongm

Top hashtags:
#ewi
#schoolleaders
#rwanda
#familyengagement
#educationworkforce

Description:
Description
The graph represents a network of 126 Twitter users whose recent tweets contained "educommission", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Wednesday, 06 October 2021 at 15:31 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 40-minute period from Monday, 27 September 2021 at 21:13 UTC to Wednesday, 06 October 2021 at 06:54 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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.


Author Description


Overall Graph Metrics
Vertices : 126
Unique Edges : 220
Edges With Duplicates : 112
Total Edges : 332
Number of Edge Types : 5
MentionsInRetweet : 99
Mentions : 182
Retweet : 36
Replies to : 8
Tweet : 7
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0,0782608695652174
Reciprocated Edge Ratio : 0,145161290322581
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 126
Maximum Edges in a Connected Component : 332
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,796926
Graph Density : 0,0157460317460317
Modularity : 0,481213
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 126 Twitter users whose recent tweets contained "educommission", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Wednesday, 06 October 2021 at 15:31 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 40-minute period from Monday, 27 September 2021 at 21:13 UTC to Wednesday, 06 October 2021 at 06:54 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : educommission
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://educationcommission.org/wp-content/uploads/2021/09/Rwanda-Learning-Partnership-report.pdf
[5] https://www.brookings.edu/essay/collaborating-to-transform-and-improve-education-systems-a-playbook-for-family-school-engagement/
[4] https://unesco-org.zoom.us/webinar/register/WN_pwgyHe30SmeSUN3zk1m4Tg
[4] https://www.ukfiet.org/2021/rwanda-learning-partnership-insights-on-school-and-system-leadership-during-covid-19/
[3] https://www.brookings.edu/essay/collaborating-to-transform-and-improve-education-systems-a-playbook-for-family-school-engagement-conversation-starter-tools/
[3] https://www.rewired2021.com/summit/
[3] https://www.adeanet.org/en/news/adea-webinar-encourages-african-countries-develop-quality-assurance-systems-early-childhood
[2] https://twitter.com/ShelinaBhamani/status/1445301018141630466
[2] https://key.theirworld.org/resources/teachers
[2] https://educationcommission.org/learning-transformation/

Top URLs in Tweet in G2:
[9] https://educationcommission.org/wp-content/uploads/2021/09/Rwanda-Learning-Partnership-report.pdf
[4] https://www.brookings.edu/essay/collaborating-to-transform-and-improve-education-systems-a-playbook-for-family-school-engagement/
[3] https://www.adeanet.org/en/news/adea-webinar-encourages-african-countries-develop-quality-assurance-systems-early-childhood
[2] https://twitter.com/ShelinaBhamani/status/1445301018141630466
[2] https://educationcommission.org/education-workforce-initiative/?cn-reloaded=1
[2] https://www.rewired2021.com/summit/
[2] https://educationcommission.org/learning-transformation/
[2] https://key.theirworld.org/resources/teachers
[1] https://www.youtube.com/watch?v=uaMRvMRTLQw&feature=youtu.be

[1] https://twitter.com/lizbarratt/status/1445269718705872896

Top URLs in Tweet in G4:
[7] https://educationcommission.org/wp-content/uploads/2021/09/Rwanda-Learning-Partnership-report.pdf
[4] https://www.ukfiet.org/2021/rwanda-learning-partnership-insights-on-school-and-system-leadership-during-covid-19/
[2] https://www.brookings.edu/essay/collaborating-to-transform-and-improve-education-systems-a-playbook-for-family-school-engagement-conversation-starter-tools/
[2] https://www.educationdevelopmenttrust.com/our-research-and-insights/research/rwanda-learning-partnership-insights-on-school-and
[1] https://www.brookings.edu/essay/collaborating-to-transform-and-improve-education-systems-a-playbook-for-family-school-engagement/
[1] https://www.rewired2021.com/summit/
[1] https://www.wise-qatar.org/app/uploads/2021/09/report-21_wise-v7.pdf

Top URLs in Tweet in G5:
[2] https://twitter.com/EduCannotWait/status/1442864345826791427

Top URLs in Tweet in G6:
[3] https://unesco-org.zoom.us/webinar/register/WN_pwgyHe30SmeSUN3zk1m4Tg
[1] https://en.unesco.org/commemorations/worldteachersday
[1] https://bit.ly/3EIqpuT

Top URLs in Tweet in G8:
[1] https://edufinance.org/latest/blog/2021/looking-back-at-the-global-education-summit-2021

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] ewi
[15] schoolleaders
[11] rwanda
[9] familyengagement
[7] educationworkforce
[6] wtd2021
[6] worldteachersday
[6] climateaction
[5] education
[5] youth4climate



Top Hashtags in Tweet in G2:
[11] ewi
[8] schoolleaders
[6] familyengagement
[5] educationworkforce
[5] worldteachersday
[5] climateaction
[5] education
[4] rwanda
[4] youth4climate
[3] wtd2021

Top Hashtags in Tweet in G3:
[1] youth4climate
[1] cop26
[1] climateaction

Top Hashtags in Tweet in G4:
[7] ewi
[7] schoolleaders
[7] rwanda
[4] schoolclosures
[3] familyengagement
[2] educationworkforce
[1] covid19

Top Hashtags in Tweet in G5:
[2] sdg4

Top Hashtags in Tweet in G6:
[3] wtd2021
[1] worldteachersday
[1] wbteachers
[1] teacherpd

Top Hashtags in Tweet in G7:
[1] teachersday
[1] teachersday2021

Top Hashtags in Tweet in G8:
[1] ges2021
[1] raiseyourhand
[1] fundeducation

Top Words
Top Words in Tweet in Entire Graph:
[36] school
[36] learning
[32] educommission
[29] education
[26] teachers
[26] partnership
[23] wise_tweets
[22] rebrwanda
[19] help
[18] #ewi

Top Words in Tweet in G1:
[3] fyi
[3] educommission
[3] fcdoresearch
[3] piaengstrand
[2] iancoady
[2] grid3global
[2] worldpopproject
[2] mherreragomez
[2] jdoviedoa
[2] sustdev

Top Words in Tweet in G2:
[18] learning
[16] school
[14] education
[11] #ewi
[11] teachers
[10] educommission
[10] help
[10] schools
[9] partnership
[9] rebrwanda

Top Words in Tweet in G3:
[2] afghanagulalai
[2] antonioguterres
[2] educommission
[2] aminajmohammed
[2] girls

Top Words in Tweet in G4:
[20] school
[18] learning
[17] partnership
[14] wise_tweets
[13] rebrwanda
[9] help
[9] system
[9] leadership
[7] #ewi
[7] edt

Top Words in Tweet in G5:
[4] educannotwait
[4] educommission
[4] union
[2] light
[2] achieving
[2] global
[2] goals
[2] #sdg4
[2] 2030
[2] african

Top Words in Tweet in G6:
[5] education
[4] join
[4] unesco
[4] teachers
[4] 2021
[3] unescobeirut
[3] teachersfor2030
[3] webinar
[3] #wtd2021
[3] arab

Top Words in Tweet in G7:
[7] teachers
[4] teach4ug
[4] teachforall
[4] ekimuli11
[4] educommission
[4] educ_sportsug
[4] teacher
[3] education
[3] love
[2] peterokubal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17] learning,partnership
[15] rebrwanda,edt
[15] edt,wise_tweets
[10] school,system
[10] system,leadership
[9] gt,co
[9] covid,19
[8] school,closures
[6] families,schools
[6] register,gt

Top Word Pairs in Tweet in G1:
[2] fyi,educommission
[2] educommission,iancoady
[2] iancoady,grid3global
[2] grid3global,worldpopproject
[2] worldpopproject,mherreragomez
[2] mherreragomez,jdoviedoa
[2] jdoviedoa,sustdev
[2] sustdev,fcdoresearch
[2] fcdoresearch,piaengstrand
[2] piaengstrand,iiep_unesco

Top Word Pairs in Tweet in G2:
[8] rebrwanda,edt
[8] edt,wise_tweets
[6] learning,partnership
[4] educommission,gpforeducation
[4] gpforeducation,eduministrypk
[4] eduministrypk,fcdogovuk
[4] fcdogovuk,palnetworkhq
[4] palnetworkhq,ibe_unesco
[4] partnership,report
[4] gt,co

Top Word Pairs in Tweet in G3:
[2] afghanagulalai,antonioguterres

Top Word Pairs in Tweet in G4:
[11] learning,partnership
[9] school,system
[9] system,leadership
[7] rebrwanda,edt
[7] edt,wise_tweets
[6] covid,19
[6] educommission,wise_tweets
[5] school,closures
[5] #rwanda,learning
[5] partnership,insights

Top Word Pairs in Tweet in G5:
[2] light,achieving
[2] achieving,global
[2] global,goals
[2] goals,#sdg4
[2] #sdg4,2030
[2] 2030,african
[2] african,countries
[2] countries,children
[2] children,lack
[2] lack,right

Top Word Pairs in Tweet in G6:
[3] join,unescobeirut
[3] unescobeirut,teachersfor2030
[3] teachersfor2030,unesco
[3] unesco,webinar
[3] webinar,#wtd2021
[3] #wtd2021,arab
[3] arab,region
[3] region,theme
[3] theme,teachers
[3] teachers,heart

Top Word Pairs in Tweet in G7:
[4] teach4ug,teachforall
[4] teachforall,ekimuli11
[4] educommission,educ_sportsug
[3] ekimuli11,educommission
[2] ariongm,teach4ug
[2] educ_sportsug,son
[2] son,teacher
[2] teacher,taught
[2] taught,teachers
[2] teachers,life

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@educommission
@wise_tweets
@rebrwanda
@edt
@brookingsglobal
@eddevtrust
@unesco
@educannotwait
@eddiedutton
@itacecorg

Top Mentioned in G1:
@educommission
@fcdoresearch
@piaengstrand
@iancoady
@grid3global
@worldpopproject
@mherreragomez
@jdoviedoa
@sustdev
@iiep_unesco

Top Mentioned in G2:
@educommission
@rebrwanda
@wise_tweets
@edt
@itacecorg
@gpforeducation
@eduministrypk
@fcdogovuk
@palnetworkhq
@ibe_unesco

Top Mentioned in G3:
@antonioguterres
@educommission
@aminajmohammed
@malala
@malalafund
@nikkihaley
@bbcnuala
@borisjohnson
@eaa_foundation
@usambun

Top Mentioned in G4:
@wise_tweets
@rebrwanda
@edt
@educommission
@eddevtrust
@qatarfoundation
@brookingsglobal
@rebeccawinthrop
@adamrsbarton
@laurenr_ziegler

Top Mentioned in G5:
@educannotwait
@educommission
@un
@unicef
@kentpage
@eddiedutton
@upuouo
@youtube
@unicefeducation

Top Mentioned in G6:
@unesco
@unescobeirut
@teachersfor2030
@stegiannini
@alicealbright
@unicef
@unicefeducation
@unicefchief
@worldbank
@wbg_education

Top Mentioned in G7:
@teach4ug
@teachforall
@ekimuli11
@educommission
@educ_sportsug
@peterokubal

Top Mentioned in G8:
@educommission
@theirworld
@usaid
@andrewmccusker

Top Tweeters
Top Tweeters in Entire Graph:
@upuouo
@eco1start
@brookingsinst
@un
@un_women
@unicef
@worldbank
@fcdogovuk
@kentpage
@youtube

Top Tweeters in G1:
@jdoviedoa
@teacherscollege
@unicefinnocenti
@fcdoresearch
@gatesfoundation
@sustdev
@unescostat
@stockholms_univ
@idmc_geneva
@hotosm

Top Tweeters in G2:
@eco1start
@brookingsinst
@fcdogovuk
@eduint
@gpforeducation
@rockefellerfdn
@earthday
@rebeccawinthrop
@malalafund
@baelajamil

Top Tweeters in G3:
@un_women
@uniofoxford
@saxotrombone
@nrc_norway
@inamullahkhatt6
@bbcnuala
@gretathunberg
@eaa_foundation
@aminajmohammed
@munazashaheed

Top Tweeters in G4:
@brookingsglobal
@wise_tweets
@gemreport
@ukfiet
@intl_ed_news
@namara284
@rebrwanda
@eddevtrust
@blackboardsc
@amyfcbellinger

Top Tweeters in G5:
@upuouo
@un
@unicef
@kentpage
@youtube
@unicefeducation
@educannotwait
@irankargar_site
@eddiedutton
@ameliamelia99

Top Tweeters in G6:
@worldbank
@unesco
@wbg_education
@stegiannini
@unicefchief
@teachersfor2030
@unescobeirut
@aljoufsalam
@alicealbright
@davidmalpasswbg

Top Tweeters in G7:
@teachforall
@ariongm
@peterokubal
@educ_sportsug
@teach4ug
@ekimuli11

Top Tweeters in G8:
@usaid
@theirworld
@oiedufinance
@andrewmccusker


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