educommission, Twitter, 7/26/2021 10:25:25 AM, 258811


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educommission Twitter NodeXL SNA Map and Report for segunda-feira, 26 julho 2021 at 10:21 UTC
educommission Twitter NodeXL SNA Map and Report for segunda-feira, 26 julho 2021 at 10:21 UTC
From:
rdasilva
Uploaded on:
July 26, 2021
Short Description:
educommission via NodeXL https://bit.ly/3eZ7659
@educommission
@amomentwithcjfr
@letstalkaboute3
@oiedufinance
@burbanocarmen
@ecuadorosr
@unicefeducation
@savefuturenow
@deepexperience1
@joseaugusto

Top hashtags:
#sdg4
#ges2021
#deliveryapproaches
#deliveredu

Description:
Description
The graph represents a network of 78 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, 26 July 2021 at 10:22 UTC.

The tweets in the network were tweeted over the 7-day, 23-hour, 23-minute period from Sunday, 18 July 2021 at 10:41 UTC to Monday, 26 July 2021 at 10:05 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 : 78
Unique Edges : 133
Edges With Duplicates : 14
Total Edges : 147
Number of Edge Types : 5
MentionsInRetweet : 47
Mentions : 66
Retweet : 25
Tweet : 6
Replies to : 3
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0,0227272727272727
Reciprocated Edge Ratio : 0,0444444444444444
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 77
Maximum Edges in a Connected Component : 146
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,409106
Graph Density : 0,0224775224775225
Modularity : 0,520894
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 78 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, 26 July 2021 at 10:22 UTC.

The tweets in the network were tweeted over the 7-day, 23-hour, 23-minute period from Sunday, 18 July 2021 at 10:41 UTC to Monday, 26 July 2021 at 10:05 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:
[10] https://educationcommission.org/wp-content/uploads/2021/06/Background-Document4-Digital-Learning.pdf
[5] https://meducationalliance.org/2021-symposium/
[4] https://www.brookings.edu/scalingtools
[3] https://educationcommission.org/updates/five-key-insights-from-delivered-global-mapping/
[3] https://gpe2021.world-television.com/home/english
[3] https://educationcommission.org/wp-content/uploads/2021/07/A-Global-Mapping-of-Delivery-Approaches_DeliverEd_July2021.pdf
[3] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg
[2] https://www.unfoodsystems.org/registration/
[2] https://twitter.com/SchoolMeals_/status/1419534049866129411
[2] https://twitter.com/educommission/status/1417473621736529920

Top URLs in Tweet in G1:
[5] https://meducationalliance.org/2021-symposium/
[4] https://www.brookings.edu/scalingtools
[3] https://educationcommission.org/wp-content/uploads/2021/07/A-Global-Mapping-of-Delivery-Approaches_DeliverEd_July2021.pdf
[3] https://educationcommission.org/updates/five-key-insights-from-delivered-global-mapping/
[2] https://www.charitytoday.co.uk/80-of-the-worlds-poorest-children-are-missing-out-on-pre-primary-education/
[2] https://youtu.be/WGDWpsWgKGY
[1] https://gpe2021.world-television.com/home/english
[1] https://twitter.com/StefanoDeCupis/status/1416654116387004420
[1] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg
[1] https://theirworld.org/resources/detail/a-better-start?utm_campaign=ECE-report-2021&utm_source=twitter&utm_medium=social

Top URLs in Tweet in G2:
[2] https://www.unfoodsystems.org/registration/
[2] https://twitter.com/SchoolMeals_/status/1419534049866129411
[2] https://gpe2021.world-television.com/home/english

Top URLs in Tweet in G3:
[9] https://educationcommission.org/wp-content/uploads/2021/06/Background-Document4-Digital-Learning.pdf

Top URLs in Tweet in G5:
[1] https://edufinance.org/latest/events/summit-side-event-edufinance?utm_source=social&utm_medium=social&utm_campaign=Global_Education_Summit
[1] https://gbc-education.org/project/2030-skills-scorecard/?akid=7549.287130.SyGzt9&rd=1&t=21&utm_medium=email&utm_source=email
[1] https://theirworld.org/resources/detail/a-better-start?utm_campaign=ECE-report-2021&utm_source=twitter&utm_medium=social

Top URLs in Tweet in G6:
[2] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg

Top URLs in Tweet in G8:
[1] https://twitter.com/educommission/status/1417473621736529920

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] sdg4
[8] ges2021
[6] deliveryapproaches
[6] deliveredu
[5] edtech
[3] inclusive
[3] ece
[2] raiseyourhand
[2] educationworkforce
[2] education



Top Hashtags in Tweet in G1:
[6] deliveredu
[6] deliveryapproaches
[5] edtech
[3] ges2021
[2] sdg4
[2] ece
[2] educationworkforce
[2] htht
[1] inclusive
[1] education4all

Top Hashtags in Tweet in G2:
[2] inclusive
[2] ges2021

Top Hashtags in Tweet in G3:
[9] sdg4

Top Hashtags in Tweet in G4:
[1] funding
[1] education
[1] support
[1] educationalsupport
[1] fundraising
[1] educationforall
[1] educationalfunding

Top Hashtags in Tweet in G5:
[1] ges2021
[1] raiseyourhand
[1] fundeducation
[1] worldyouthskillsday
[1] 4ir
[1] earlychildhoodeducation
[1] ece

Top Hashtags in Tweet in G6:
[2] ges2021

Top Hashtags in Tweet in G8:
[1] lmic

Top Words
Top Words in Tweet in Entire Graph:
[34] education
[33] learning
[20] educommission
[20] digital
[17] read
[15] global
[14] accelerate
[12] key
[12] july
[11] #sdg4

Top Words in Tweet in G1:
[21] education
[10] global
[8] july
[8] read
[8] learn
[8] design
[8] features
[8] 2021
[7] paper
[7] mapping

Top Words in Tweet in G2:
[4] educommission
[4] connectivity
[4] education
[2] folks
[2] schoolmeals_
[2] coalition
[2] brand
[2] twitter
[2] feed
[2] help

Top Words in Tweet in G3:
[27] learning
[18] digital
[9] expanding
[9] access
[9] key
[9] accelerate
[9] progress
[9] #sdg4
[9] end
[9] crisis

Top Words in Tweet in G5:
[4] education
[2] theirworld
[2] gbceducation
[2] skills
[2] donors

Top Words in Tweet in G6:
[4] education
[2] global
[2] summit
[2] event
[2] july
[2] 27
[2] refugees
[2] educannotwait
[2] convene
[2] high

Top Words in Tweet in G7:
[2] better

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] digital,learning
[10] progress,#sdg4
[10] action,memo
[9] expanding,access
[9] access,digital
[9] learning,key
[9] key,accelerate
[9] accelerate,progress
[9] #sdg4,end
[9] end,learning

Top Word Pairs in Tweet in G1:
[8] design,features
[5] paper,global
[5] global,mapping
[5] mapping,delivery
[5] delivery,approaches
[5] countries,adopted
[5] adopted,das
[5] das,sectors
[5] sectors,types
[5] types,design

Top Word Pairs in Tweet in G2:
[2] folks,schoolmeals_
[2] schoolmeals_,coalition
[2] coalition,brand
[2] brand,twitter
[2] twitter,feed
[2] feed,help
[2] help,spread
[2] spread,word
[2] word,follow
[2] follow,account

Top Word Pairs in Tweet in G3:
[18] digital,learning
[9] expanding,access
[9] access,digital
[9] learning,key
[9] key,accelerate
[9] accelerate,progress
[9] progress,#sdg4
[9] #sdg4,end
[9] end,learning
[9] learning,crisis

Top Word Pairs in Tweet in G6:
[2] global,education
[2] education,summit
[2] summit,event
[2] event,july
[2] july,27
[2] 27,refugees
[2] refugees,educannotwait
[2] educannotwait,convene
[2] convene,high
[2] high,level

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@educommission
@unicef
@globaledtechhub
@meducation_a
@unesco
@liesbetsteer
@dubaicares
@gpforeducation
@theirworld
@gbceducation

Top Mentioned in G1:
@meducation_a
@unesco
@blavatnikschool
@gpforeducation
@brookingsinst
@charity_today
@educommission
@dubaicares
@liesbetsteer
@refugees

Top Mentioned in G2:
@educommission
@schoolmeals_
@celinejurgensen
@luisfcarranza
@savefuturenow
@gcnfoundation
@unesco
@dubaicares
@liesbetsteer

Top Mentioned in G3:
@educommission
@unicef
@globaledtechhub

Top Mentioned in G4:
@educommission
@globaleducation
@usedgov
@eduminofindia
@educationweek
@educationgovuk
@googleforedu
@fundingcircleuk
@fundingcircleus
@fundingnetwork

Top Mentioned in G5:
@theirworld
@gbceducation
@liesbetsteer
@educommission
@gpforeducation
@usaid
@justinvanfleet
@andrewmccusker

Top Mentioned in G6:
@refugees
@educannotwait
@gordonbrown

Top Mentioned in G7:
@umojawamataifa
@tostan
@educommission
@eaa_foundation

Top Tweeters
Top Tweeters in Entire Graph:
@olumideidowu
@scalarhumanity
@educationweek
@markj_ohnson
@brookingsinst
@refugees
@reekadobanks
@unicef
@tenientertainer
@usaid

Top Tweeters in G1:
@olumideidowu
@scalarhumanity
@markj_ohnson
@brookingsinst
@reekadobanks
@tenientertainer
@oneyoungworld
@charity_today
@sarahbrownuk
@wbg_education

Top Tweeters in G2:
@unesco
@dubaicares
@savefuturenow
@gcnfoundation
@celinejurgensen
@burbanocarmen
@liesbetsteer
@luisfcarranza
@alicem2016
@ecuadorosr

Top Tweeters in G3:
@unicef
@yennitp
@deepexperience1
@unicefeducation
@joseaugusto
@tallawah
@paola_garcia_ch
@dlidigital
@wbedutech
@alyceomega

Top Tweeters in G4:
@educationweek
@educationgovuk
@usedgov
@googleforedu
@eduminofindia
@fundingnetwork
@fundingcircleuk
@globaleducation
@fundingcircleus
@amomentwithcjfr

Top Tweeters in G5:
@usaid
@gpforeducation
@theirworld
@gbceducation
@real_centre
@justinvanfleet
@oiedufinance
@andrewmccusker

Top Tweeters in G6:
@refugees
@educannotwait
@corlinmichael
@gordonbrown
@victoriaprepel1

Top Tweeters in G7:
@umojawamataifa
@tostan
@eaa_foundation
@childwatchfoun1
@letstalkaboute3

Top Tweeters in G8:
@care_esther