educommission, Twitter, 8/9/2021 7:50:51 AM, 259819


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educommission Twitter NodeXL SNA Map and Report for segunda-feira, 09 agosto 2021 at 07:49 UTC
educommission Twitter NodeXL SNA Map and Report for segunda-feira, 09 agosto 2021 at 07:49 UTC
From:
rdasilva
Uploaded on:
August 09, 2021
Short Description:
educommission via NodeXL https://bit.ly/3yM1lQp
@educommission
@guptamm1976
@baelajamil
@zoezi_revision
@schoolmirema
@samiraalhosni
@theirworld
@brightertzfund
@ajack
@gpforeducation

Top hashtags:
#pakistan
#deliveryapproaches
#fundeducation
#ges2021
#raiseyourhand

Description:
Description
The graph represents a network of 91 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, 09 August 2021 at 07:49 UTC.

The tweets in the network were tweeted over the 5-day, 7-hour, 37-minute period from Sunday, 01 August 2021 at 14:52 UTC to Friday, 06 August 2021 at 22:30 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 : 91
Unique Edges : 184
Edges With Duplicates : 60
Total Edges : 244
Number of Edge Types : 5
Mentions : 110
MentionsInRetweet : 90
Retweet : 28
Replies to : 10
Tweet : 6
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0,0673575129533679
Reciprocated Edge Ratio : 0,12621359223301
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 90
Maximum Edges in a Connected Component : 243
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,770028
Graph Density : 0,0251526251526252
Modularity : 0,515335
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 91 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, 09 August 2021 at 07:49 UTC.

The tweets in the network were tweeted over the 5-day, 7-hour, 37-minute period from Sunday, 01 August 2021 at 14:52 UTC to Friday, 06 August 2021 at 22:30 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://www.brookings.edu/scalingtools
[4] https://twitter.com/educommission/status/1422289860308647941
[4] https://educationcommission.org/updates/five-key-insights-from-delivered-global-mapping/
[4] https://educationcommission.org/updates/close-encounters-with-delivering-education-is-it-adding-up/
[4] https://educationcommission-org.cdn.ampproject.org/c/s/educationcommission.org/updates/close-encounters-with-delivering-education-is-it-adding-up/amp/
[3] https://edufinance.org/latest/news/global-education-summit-2021
[3] https://www.ft.com/content/1ccca871-9351-49bf-86cd-46021de5c128
[3] https://educationcommission.org/updates/the-uk-prime-ministers-delivery-unit-pmdu-delivering-transformational-change-for-englands-national-health-service/
[3] https://teachertaskforce.org/news/teacher-task-force-launches-international-campaign-boost-funding-teaching-profession
[3] https://twitter.com/educommission/status/1421206572106190848

Top URLs in Tweet in G1:
[3] https://educationcommission-org.cdn.ampproject.org/c/s/educationcommission.org/updates/close-encounters-with-delivering-education-is-it-adding-up/amp/
[2] https://twitter.com/itacecorg/status/1420307381188272129
[2] https://twitter.com/educommission/status/1421206572106190848
[2] https://twitter.com/save_children/status/1422178128512888836
[2] https://educationcommission.org/wp-content/uploads/2021/06/Background-Document4-Digital-Learning.pdf
[1] https://educationcommission.org/updates/close-encounters-with-delivering-education-is-it-adding-up/

Top URLs in Tweet in G2:
[5] https://www.brookings.edu/scalingtools
[4] https://educationcommission.org/updates/five-key-insights-from-delivered-global-mapping/
[3] https://educationcommission.org/updates/the-uk-prime-ministers-delivery-unit-pmdu-delivering-transformational-change-for-englands-national-health-service/
[3] https://educationcommission.org/updates/close-encounters-with-delivering-education-is-it-adding-up/
[3] https://twitter.com/educommission/status/1422289860308647941
[3] https://edufinance.org/latest/news/global-education-summit-2021
[2] https://educationcommission.org/updates/five-ways-geospatial-analysis-can-help-visualize-and-solve-some-of-educations-biggest-challenges/
[2] https://teachertaskforce.org/news/teacher-task-force-launches-international-campaign-boost-funding-teaching-profession
[1] https://edufinance.org/latest/news/global-education-summit-2021?utm_source=EduFin&utm_medium=Email&utm_campaign=GES_Followup&utm_id=GES_Followup
[1] https://educationcommission-org.cdn.ampproject.org/c/s/educationcommission.org/updates/close-encounters-with-delivering-education-is-it-adding-up/amp/

Top URLs in Tweet in G4:
[1] https://teachertaskforce.org/news/teacher-task-force-launches-international-campaign-boost-funding-teaching-profession

Top URLs in Tweet in G5:
[3] https://www.ft.com/content/1ccca871-9351-49bf-86cd-46021de5c128

Top URLs in Tweet in G6:
[1] https://twitter.com/educommission/status/1422289860308647941

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] pakistan
[7] deliveryapproaches
[6] fundeducation
[5] ges2021
[5] raiseyourhand
[5] deliveredu
[5] sdg4
[4] deliveredinitiative
[3] education
[3] investinteachers



Top Hashtags in Tweet in G1:
[6] pakistan
[3] deliveredinitiative
[2] ghulamfarid
[2] domesticfinancing
[2] learningneverstops
[2] raisehandsforeducation
[2] kpesed
[2] delivered
[2] educationcrisis
[2] learningforjoy

Top Hashtags in Tweet in G2:
[7] deliveryapproaches
[6] fundeducation
[5] ges2021
[5] deliveredu
[5] raiseyourhand
[4] pakistan
[3] sdg4
[3] education
[2] geospatial
[2] gis

Top Hashtags in Tweet in G3:
[1] gandhi151

Top Hashtags in Tweet in G4:
[1] investinteachers
[1] educationworkforce

Top Words
Top Words in Tweet in Entire Graph:
[32] educommission
[31] education
[16] itacecorg
[15] read
[11] gpforeducation
[11] help
[11] reforms
[11] baelajamil
[10] blog
[10] #pakistan

Top Words in Tweet in G1:
[16] educommission
[14] itacecorg
[8] education
[7] schooledupunjab
[7] fcdogovuk
[6] #pakistan
[6] learning
[6] reforms
[5] globaledsummit
[5] gpforeducation

Top Words in Tweet in G2:
[21] education
[12] read
[9] educommission
[8] innovative
[8] delivering
[8] challenges
[8] help
[7] #deliveryapproaches
[7] blog
[6] solutions

Top Words in Tweet in G3:
[2] tusharg
[2] eduminofindia
[2] educommission
[2] education
[2] न

Top Words in Tweet in G4:
[2] academic
[2] success
[2] valuable
[2] integrated
[2] social
[2] emotional
[2] development
[2] child
[2] gpforeducation
[2] usaideducation

Top Words in Tweet in G5:
[3] aid
[3] tackle
[3] learning
[3] crisis
[3] falls
[3] short
[3] 5bn
[3] goal
[3] financialtimes
[3] onecampaign

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] education,reforms
[6] innovative,solutions
[5] #raiseyourhand,#fundeducation
[5] fcdogovuk,educommission
[5] learning,crisis
[5] education,read
[5] solutions,education
[5] education,being
[5] being,tested
[5] tested,corner

Top Word Pairs in Tweet in G1:
[6] education,reforms
[5] fcdogovuk,educommission
[4] digital,learning
[3] globaledsummit,gpforeducation
[3] educommission,itacecorg
[3] baelajamil,ceo
[3] ceo,itacecorg
[3] itacecorg,talks
[3] talks,experience
[3] experience,education

Top Word Pairs in Tweet in G2:
[6] innovative,solutions
[5] solutions,education
[5] education,being
[5] being,tested
[5] tested,corner
[5] corner,world
[5] world,remain
[5] remain,suite
[5] suite,published
[5] published,scaling

Top Word Pairs in Tweet in G4:
[2] academic,success
[2] success,valuable
[2] valuable,integrated
[2] integrated,social
[2] social,emotional
[2] emotional,development
[2] development,child
[2] child,gpforeducation
[2] gpforeducation,usaideducation
[2] usaideducation,educommission

Top Word Pairs in Tweet in G5:
[3] aid,tackle
[3] tackle,learning
[3] learning,crisis
[3] crisis,falls
[3] falls,short
[3] short,5bn
[3] 5bn,goal
[3] goal,financialtimes
[3] financialtimes,onecampaign
[3] onecampaign,unesco

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@educommission
@itacecorg
@gpforeducation
@schooledupunjab
@fcdogovuk
@theirworld
@globaledsummit
@baelajamil
@jennyperlman
@brookingsglobal

Top Mentioned in G1:
@educommission
@itacecorg
@schooledupunjab
@fcdogovuk
@globaledsummit
@gpforeducation
@eduministrypk
@govtofpunjabpk
@shafqat_mahmood
@seld_sindh

Top Mentioned in G2:
@educommission
@jennyperlman
@brookingsglobal
@baelajamil
@stireducation
@usaid
@justinvanfleet
@theirworld
@gbceducation
@liesbetsteer

Top Mentioned in G3:
@tusharg
@eduminofindia
@educommission
@pmoindia
@narendramodi
@rahulgandhi
@muditavidrohi
@delhiassembly
@unesco
@unescap

Top Mentioned in G4:
@gpforeducation
@usaideducation
@educommission
@educannotwait
@flesymz
@berniehollywood
@schoolmirema
@wbg_education
@frankotieno2
@edtecheafrica

Top Mentioned in G5:
@financialtimes
@onecampaign
@unesco
@worldbank
@gpforeducation
@educommission
@riseprogramme
@theirworld
@save_children
@savethechildren

Top Tweeters
Top Tweeters in Entire Graph:
@lalojimjuarez
@financialtimes
@dominicipi
@berniehollywood
@un
@unicef
@worldbank
@guptamm1976
@fcdogovuk
@onecampaign

Top Tweeters in G1:
@unicef
@fcdogovuk
@gpforeducation
@unicefeducation
@govtofpunjabpk
@baelajamil
@shahramktarakai
@unicefrosa
@palnetworkhq
@unicef_pakistan

Top Tweeters in G2:
@lalojimjuarez
@dominicipi
@usaid
@brookingsglobal
@girishmenonstir
@heathermsimpson
@stefanodecupis
@institutegc
@ukfiet
@gbceducation

Top Tweeters in G3:
@un
@guptamm1976
@housegop
@tusharg
@narendramodi
@pmoindia
@unescap
@eduminofindia
@yogendrayad
@unwomenwatch

Top Tweeters in G4:
@berniehollywood
@educannotwait
@wbg_education
@ictauthorityke
@usaideducation
@teachersfor2030
@edtecheafrica
@knlsmedia
@flesymz
@frankotieno2

Top Tweeters in G5:
@financialtimes
@worldbank
@onecampaign
@savethechildren
@unesco
@save_children
@kevin_watkins_
@theirworld
@riseprogramme
@ajack

Top Tweeters in G6:
@amanmerchant