educommission, Twitter, 10/11/2021 8:57:00 PM, 264324


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educommission Twitter NodeXL SNA Map and Report for segunda-feira, 11 outubro 2021 at 20:52 UTC
educommission Twitter NodeXL SNA Map and Report for segunda-feira, 11 outubro 2021 at 20:52 UTC
From:
rdasilva
Uploaded on:
October 11, 2021
Short Description:
educommission via NodeXL https://bit.ly/3Dx3z81
@educommission
@aimalkan456khan
@saxotrombone
@amelieagagnon
@jdoviedoa
@ft4s
@manishabutte
@ppawar212
@dambale_kamesh
@ariongm

Top hashtags:
#wtd2021
#familyengagement
#covid19
#worldteachersday
#ewi
#rwanda

Description:
Description
The graph represents a network of 112 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 Monday, 11 October 2021 at 20:52 UTC.

The tweets in the network were tweeted over the 8-day, 5-hour, 36-minute period from Sunday, 03 October 2021 at 11:30 UTC to Monday, 11 October 2021 at 17:06 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 : 112
Unique Edges : 212
Edges With Duplicates : 64
Total Edges : 276
Number of Edge Types : 5
Mentions : 134
MentionsInRetweet : 101
Retweet : 25
Replies to : 10
Tweet : 6
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0,0588235294117647
Reciprocated Edge Ratio : 0,111111111111111
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 112
Maximum Edges in a Connected Component : 276
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,883769
Graph Density : 0,0188223938223938
Modularity : 0,586678
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 112 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 Monday, 11 October 2021 at 20:52 UTC.

The tweets in the network were tweeted over the 8-day, 5-hour, 36-minute period from Sunday, 03 October 2021 at 11:30 UTC to Monday, 11 October 2021 at 17:06 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:
[5] https://educationcommission.org/wp-content/uploads/2021/09/Rwanda-Learning-Partnership-report.pdf
[4] https://www.ukfiet.org/2021/rethinking-the-education-workforce-making-the-invisible-visible/
[4] https://unesco-org.zoom.us/webinar/register/WN_pwgyHe30SmeSUN3zk1m4Tg
[3] https://www.brookings.edu/essay/collaborating-to-transform-and-improve-education-systems-a-playbook-for-family-school-engagement-strategy-finder/
[3] https://www.wise-qatar.org/app/uploads/2021/09/report-21_wise-v7.pdf
[2] https://webcastportal.pwc.com/open/f5450999-aee8-4118-b447-be48238637bb
[2] https://www.brookings.edu/essay/collaborating-to-transform-and-improve-education-systems-a-playbook-for-family-school-engagement/
[2] https://twitter.com/ShelinaBhamani/status/1445301018141630466
[2] https://key.theirworld.org/resources/teachers
[2] https://www.youtube.com/watch?v=FHUGlarvqDY


Top URLs in Tweet in G1:
[5] https://educationcommission.org/wp-content/uploads/2021/09/Rwanda-Learning-Partnership-report.pdf
[3] https://www.brookings.edu/essay/collaborating-to-transform-and-improve-education-systems-a-playbook-for-family-school-engagement-strategy-finder/
[3] https://www.wise-qatar.org/app/uploads/2021/09/report-21_wise-v7.pdf
[2] https://educationcommission.org/education-workforce-initiative/?cn-reloaded=1
[2] https://www.akdn.org/our-stories/akdn-interview-gilbert-atukunda-world-teachers%E2%80%99-day-2021
[2] https://www.youtube.com/watch?v=FHUGlarvqDY

[2] https://key.theirworld.org/resources/teachers
[2] https://twitter.com/ShelinaBhamani/status/1445301018141630466
[2] https://www.brookings.edu/essay/collaborating-to-transform-and-improve-education-systems-a-playbook-for-family-school-engagement/
[2] https://webcastportal.pwc.com/open/f5450999-aee8-4118-b447-be48238637bb

Top URLs in Tweet in G5:
[3] https://unesco-org.zoom.us/webinar/register/WN_pwgyHe30SmeSUN3zk1m4Tg
[1] https://www.ft.com/content/03600b8c-38a6-484e-bceb-ddb30b301562
[1] https://en.unesco.org/commemorations/worldteachersday
[1] https://en.unesco.org/events/world-teachers-day-2021-teachers-heart-education-recovery-0

Top URLs in Tweet in G6:
[3] https://www.ukfiet.org/2021/rethinking-the-education-workforce-making-the-invisible-visible/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] wtd2021
[8] familyengagement
[8] covid19
[8] worldteachersday
[7] ewi
[4] rwanda
[4] schoolleaders
[4] ukfietconf
[4] buildbackbetter
[3] idg2021



Top Hashtags in Tweet in G1:
[8] familyengagement
[7] worldteachersday
[7] ewi
[7] covid19
[6] wtd2021
[4] schoolleaders
[4] rwanda
[3] idg2021
[3] worldteachersday2021
[2] educationworkforce

Top Hashtags in Tweet in G5:
[4] wtd2021
[1] worldteachersday
[1] teachers
[1] webinar
[1] education
[1] covid19

Top Hashtags in Tweet in G6:
[3] ukfietconf
[3] buildbackbetter

Top Hashtags in Tweet in G8:
[1] teachersday
[1] teachersday2021

Top Words
Top Words in Tweet in Entire Graph:
[27] school
[25] teachers
[25] educommission
[20] education
[18] न
[18] य
[17] learning
[12] teacher
[12] क
[12] व

Top Words in Tweet in G1:
[27] school
[16] learning
[11] teachers
[10] world
[10] education
[8] strong
[8] #familyengagement
[8] educommission
[8] wise_tweets
[7] schools

Top Words in Tweet in G2:
[2] afghanagulalai
[2] antonioguterres
[2] aminajmohammed
[2] educommission
[2] eaa_foundation
[2] girls

Top Words in Tweet in G3:
[18] न
[18] य
[12] क
[12] व
[9] त
[9] ल
[6] श
[6] षक
[6] र
[6] लय

Top Words in Tweet in G4:
[2] fyi
[2] educommission
[2] iancoady
[2] grid3global
[2] worldpopproject
[2] mherreragomez
[2] jdoviedoa
[2] sustdev
[2] fcdoresearch
[2] piaengstrand

Top Words in Tweet in G5:
[5] teachers
[4] unesco
[4] join
[4] #wtd2021
[4] arab
[4] region
[4] heart
[4] recovery
[4] 2021
[3] unescobeirut

Top Words in Tweet in G6:
[3] blog
[3] rethinking
[3] education
[3] workforce
[3] invisible
[3] visible
[3] highlights
[3] themes
[3] september's
[3] #ukfietconf

Top Words in Tweet in G7:
[4] union
[2] irankargar_site
[2] upuouo
[2] youtube
[2] aziz
[2] ghassemzadeh
[2] spokesperson
[2] teachers
[2] arrested
[2] detained

Top Words in Tweet in G8:
[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:
[9] न,य
[6] oct,2021
[6] श,क
[6] क,षक
[6] य,य
[6] य,लय
[6] लय,त
[6] त,ज
[6] ज,व
[6] व,ल

Top Word Pairs in Tweet in G1:
[5] school,closures
[5] family,school
[4] schools,strong
[4] strategies,world
[4] 83,school
[4] school,leaders
[4] leaders,worked
[4] worked,school
[4] school,parent
[4] parent,board

Top Word Pairs in Tweet in G3:
[9] न,य
[6] श,क
[6] क,षक
[6] य,य
[6] य,लय
[6] लय,त
[6] त,ज
[6] ज,व
[6] व,ल
[3] ramkrishnalamb,shikshakmitraa

Top Word Pairs in Tweet in G4:
[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 G5:
[4] arab,region
[4] teachers,heart
[3] join,unescobeirut
[3] unescobeirut,teachersfor2030
[3] teachersfor2030,unesco
[3] unesco,webinar
[3] webinar,#wtd2021
[3] #wtd2021,arab
[3] region,theme
[3] theme,teachers

Top Word Pairs in Tweet in G6:
[3] blog,rethinking
[3] rethinking,education
[3] education,workforce
[3] workforce,invisible
[3] invisible,visible
[3] visible,highlights
[3] highlights,themes
[3] themes,september's
[3] september's,#ukfietconf
[3] #ukfietconf,#buildbackbetter

Top Word Pairs in Tweet in G7:
[2] irankargar_site,upuouo
[2] upuouo,youtube
[2] youtube,aziz
[2] aziz,ghassemzadeh
[2] ghassemzadeh,spokesperson
[2] spokesperson,teachers
[2] teachers,union
[2] union,arrested
[2] arrested,detained
[2] detained,peacefully

Top Word Pairs in Tweet in G8:
[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
@unesco
@teachersfor2030
@gpforeducation
@rebrwanda
@educannotwait
@brookingsglobal
@itacecorg
@eduministrypk

Top Mentioned in G1:
@educommission
@wise_tweets
@rebrwanda
@edt
@eddevtrust
@itacecorg
@gpforeducation
@eduministrypk
@fcdogovuk
@palnetworkhq

Top Mentioned in G2:
@antonioguterres
@aminajmohammed
@educommission
@eaa_foundation
@un_women
@un
@girlup
@girlswhocode
@girlsgeneration
@womenintheworld

Top Mentioned in G3:
@shikshakmitraa
@varshaegaikwad
@cmomaharashtra
@undp
@educannotwait
@mha_smks
@drsangrampatil
@imshree43
@manishabutte
@vijaywadettiwar

Top Mentioned in G4:
@educommission
@iancoady
@grid3global
@worldpopproject
@mherreragomez
@jdoviedoa
@sustdev
@fcdoresearch
@piaengstrand
@iiep_unesco

Top Mentioned in G5:
@unesco
@unescobeirut
@teachersfor2030
@unicef
@save_children
@real_centre
@kevin_watkins_
@worldbank
@educommission
@gpforeducation

Top Mentioned in G6:
@letsgetlearning
@openuniversity
@kaite_godwin
@educommission

Top Mentioned in G7:
@upuouo
@youtube
@unicefeducation
@educannotwait
@educommission

Top Mentioned in G8:
@teach4ug
@teachforall
@ekimuli11
@educommission
@educ_sportsug
@peterokubal

Top Tweeters
Top Tweeters in Entire Graph:
@upuouo
@loksattalive
@fliptopbox13
@un
@womenintheworld
@undp
@un_women
@edularity
@unicef
@worldbank

Top Tweeters in G1:
@fliptopbox13
@edularity
@fcdogovuk
@brookingsglobal
@wise_tweets
@gpforeducation
@planglobal
@rebeccawinthrop
@malalafund
@ungei

Top Tweeters in G2:
@un
@womenintheworld
@un_women
@unhcruk
@womensmarch
@girlup
@saxotrombone
@girlswhocode
@un_hrc
@aimalkan456khan

Top Tweeters in G3:
@loksattalive
@undp
@kentpage
@cmomaharashtra
@maxmaharashtra
@varshaegaikwad
@ppawar212
@vijaywadettiwar
@dambale_kamesh
@fcdoeducation

Top Tweeters in G4:
@jdoviedoa
@unicefinnocenti
@fcdoresearch
@gatesfoundation
@sustdev
@unescostat
@idmc_geneva
@hotosm
@iiep_unesco
@eddiedutton

Top Tweeters in G5:
@unicef
@worldbank
@ft4s
@unesco
@save_children
@kevin_watkins_
@teachersfor2030
@unescobeirut
@savefuturenow
@aljoufsalam

Top Tweeters in G6:
@openuniversity
@sandra_bax
@ukfiet
@real_centre
@kaite_godwin
@letsgetlearning

Top Tweeters in G7:
@upuouo
@youtube
@unicefeducation
@educannotwait
@irankargar_site
@ameliamelia99

Top Tweeters in G8:
@teachforall
@ariongm
@peterokubal
@educ_sportsug
@teach4ug
@ekimuli11