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@educommission Twitter NodeXL SNA Map and Report for segunda-feira, 07 junho 2021 at 14:27 UTC (experimental version)
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From:
rdasilva
Uploaded on:
June 07, 2021
Short Description:
@educommission via NodeXL https://bit.ly/3coDPQ7
@educommission
@lirwinarts
@yusuf4climate
@adelusifisayomi
@neetugc
@educationmirror
@globaledu_news
@rrakeshkr
@ankitsharma096
@qamarniazi125

Top hashtags:
#cancelboardexams
#deliveredu
#education
#saveourfuture

Description:
Description
The graph represents a network of 64 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, 07 June 2021 at 14:27 UTC.

The tweets in the network were tweeted over the 8-day, 0-hour, 25-minute period from Sunday, 30 May 2021 at 13:48 UTC to Monday, 07 June 2021 at 14:13 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 : 64
Unique Edges : 105
Edges With Duplicates : 162
Total Edges : 267
Number of Edge Types : 5
Mentions : 187
Replies to : 5
MentionsInRetweet : 56
Retweet : 17
Tweet : 2
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0,0227272727272727
Reciprocated Edge Ratio : 0,0444444444444444
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 64
Maximum Edges in a Connected Component : 267
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,839355
Graph Density : 0,0334821428571429
Modularity : 0,373694
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 64 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, 07 June 2021 at 14:27 UTC.

The tweets in the network were tweeted over the 8-day, 0-hour, 25-minute period from Sunday, 30 May 2021 at 13:48 UTC to Monday, 07 June 2021 at 14:13 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:
[9] https://educationcommission.org/updates/delivery-lessons-tunisia/
[5] https://twitter.com/ruralshades/status/1400435755093168132
[4] https://twitter.com/EarthDay/status/1400426099092381696
[2] https://teachertaskforce.org/blog/how-were-supporting-teachers-around-world-2021
[2] https://educationcommission.org/updates/identifying-education-deserts-with-gis/
[2] https://theirworld.org/the-education-finance-playbook?utm_source=social_TK
[1] https://gbc-education.org/projects/education-bonds?utm_source=social&utm_medium=twitter

Top URLs in Tweet in G1:
[9] https://educationcommission.org/updates/delivery-lessons-tunisia/
[4] https://twitter.com/EarthDay/status/1400426099092381696
[2] https://educationcommission.org/updates/identifying-education-deserts-with-gis/
[2] https://theirworld.org/the-education-finance-playbook?utm_source=social_TK
[1] https://gbc-education.org/projects/education-bonds?utm_source=social&utm_medium=twitter

Top URLs in Tweet in G2:
[5] https://twitter.com/ruralshades/status/1400435755093168132

Top URLs in Tweet in G5:
[2] https://teachertaskforce.org/blog/how-were-supporting-teachers-around-world-2021

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] cancelboardexams
[6] deliveredu
[6] education
[4] saveourfuture
[4] climateaction
[3] cancelexamssavelives
[2] supportteachers
[2] learninggeneration
[2] gis
[2] deliveryapproaches



Top Hashtags in Tweet in G1:
[6] deliveredu
[6] education
[4] saveourfuture
[4] climateaction
[2] gis
[2] g7
[2] unlockbigchange
[2] deliveryapproaches
[2] learninggeneration
[1] greenbonds

Top Hashtags in Tweet in G3:
[10] cancelboardexams
[3] cancelexamssavelives
[1] cancel12thboards
[1] cancelallexams
[1] cancelboardexams2021
[1] savelife
[1] savefuture
[1] cancelexams

Top Hashtags in Tweet in G5:
[2] supportteachers
[1] kisarawe
[1] tanzania

Top Hashtags in Tweet in G6:
[2] increaseeducationbudget

Top Words
Top Words in Tweet in Entire Graph:
[45] क
[29] educommission
[15] व
[15] eduminofindia
[12] climate
[11] education
[10] ड
[10] ग
[10] लड
[10] य

Top Words in Tweet in G1:
[12] climate
[10] delivering
[10] leaders
[9] tourism
[8] read
[8] challenges
[8] solve
[7] minister
[7] school
[7] education

Top Words in Tweet in G2:
[45] क
[15] व
[10] ड
[10] ग
[10] लड
[10] य
[10] ह
[10] द
[5] इस
[5] न

Top Words in Tweet in G3:
[10] #cancelboardexams
[10] hrdministry
[10] eduminofindia
[10] cbseindia29
[10] dseleduministry
[10] pmoindia
[10] amitshah
[10] pibhrd
[10] educommission
[10] minister_edu

Top Words in Tweet in G4:
[3] areai4africa
[3] ukinnigeria
[3] fcdodigital
[3] adebotes
[3] ritaidehai
[3] henryanumudu_
[3] educommission
[3] gpforeducation
[3] _genunlimited
[3] pratham_india

Top Words in Tweet in G5:
[3] gpforeducation
[3] educommission
[2] members
[2] healing
[2] education
[2] vvobvzw
[2] investing
[2] online
[2] learning
[2] funding

Top Words in Tweet in G6:
[4] change
[2] time
[2] education
[2] best
[2] policy
[2] destiny
[2] country
[2] shafqat_mahmood
[2] educommission
[2] hecpkofficial

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] ग,व
[10] व,क
[10] लड,क
[10] क,य
[10] य,क
[10] #cancelboardexams,hrdministry
[10] hrdministry,eduminofindia
[10] eduminofindia,cbseindia29
[10] dseleduministry,pmoindia
[10] pmoindia,amitshah

Top Word Pairs in Tweet in G1:
[7] minister,tourism
[4] #deliveredu,high
[4] high,level
[4] level,advisory
[4] advisory,group
[4] group,co
[4] co,chair
[4] chair,amelkarboul
[4] reflects,time
[4] time,minister

Top Word Pairs in Tweet in G2:
[10] ग,व
[10] व,क
[10] लड,क
[10] क,य
[10] य,क
[5] इस,क
[5] क,व
[5] व,ड
[5] ड,न
[5] न,ग

Top Word Pairs in Tweet in G3:
[10] #cancelboardexams,hrdministry
[10] hrdministry,eduminofindia
[10] eduminofindia,cbseindia29
[10] dseleduministry,pmoindia
[10] pmoindia,amitshah
[10] amitshah,pibhrd
[10] educommission,minister_edu
[10] minister_edu,theanuragtyagi
[9] cbseindia29,ncert
[8] sir,request

Top Word Pairs in Tweet in G4:
[3] areai4africa,ukinnigeria
[3] ukinnigeria,fcdodigital
[3] fcdodigital,adebotes
[3] adebotes,ritaidehai
[3] ritaidehai,henryanumudu_
[3] henryanumudu_,educommission
[3] educommission,gpforeducation
[3] gpforeducation,_genunlimited
[3] _genunlimited,pratham_india
[3] pratham_india,unicef_nigeria

Top Word Pairs in Tweet in G5:
[2] members,healing
[2] healing,education
[2] education,vvobvzw
[2] vvobvzw,investing
[2] investing,online
[2] online,learning
[2] learning,gpforeducation
[2] gpforeducation,funding
[2] funding,teacher
[2] teacher,training

Top Word Pairs in Tweet in G6:
[2] time,change
[2] change,education
[2] education,best
[2] best,policy
[2] policy,change
[2] change,destiny
[2] destiny,country
[2] country,shafqat_mahmood
[2] shafqat_mahmood,educommission
[2] educommission,hecpkofficial

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@educommission
@eduminofindia
@hrdministry
@cbseindia29
@dseleduministry
@pmoindia
@amitshah
@pibhrd
@minister_edu
@theanuragtyagi

Top Mentioned in G1:
@amelkarboul
@educommission
@liesbetsteer
@theirworld

Top Mentioned in G2:
@laadli_pf
@stc_india
@undp_india
@unicefindia
@unfpa
@girleffect
@eduminofindia
@educationmirror
@educommission
@upgovt

Top Mentioned in G3:
@hrdministry
@eduminofindia
@cbseindia29
@dseleduministry
@pmoindia
@amitshah
@pibhrd
@educommission
@minister_edu
@theanuragtyagi

Top Mentioned in G4:
@ukinnigeria
@fcdodigital
@adebotes
@ritaidehai
@henryanumudu_
@educommission
@gpforeducation
@_genunlimited
@pratham_india
@unicef_nigeria

Top Mentioned in G5:
@gpforeducation
@educommission
@vvobvzw
@teachforall
@jokatem

Top Mentioned in G6:
@shafqat_mahmood
@educommission
@hecpkofficial
@eduministrypk

Top Tweeters
Top Tweeters in Entire Graph:
@indianexpress
@eco1start
@marianatrobosky
@ankitsharma096
@upgovt
@jokatem
@pmoindia
@gpforeducation
@ritaidehai
@unfpa

Top Tweeters in G1:
@eco1start
@marianatrobosky
@theirworld
@gbceducation
@kagutamuseveni
@educommission
@ennamdijr
@amelkarboul
@jmkikwete
@mr_pauljose

Top Tweeters in G2:
@ankitsharma096
@upgovt
@unfpa
@girleffect
@unicefindia
@undp_india
@eduminofindia
@stc_india
@educationmirror
@laadli_pf

Top Tweeters in G3:
@indianexpress
@pmoindia
@unicefeducation
@amitshah
@myogiadityanath
@theanuragtyagi
@cbseindia29
@minister_edu
@ncert
@hrdministry

Top Tweeters in G4:
@ritaidehai
@adebotes
@ukinnigeria
@pratham_india
@unicef_nigeria
@areai4africa
@henryanumudu_
@_genunlimited
@yusuf4climate
@yazeed_mikail

Top Tweeters in G5:
@jokatem
@gpforeducation
@petriderpaul
@teachforall
@teachersfor2030
@vvobvzw

Top Tweeters in G6:
@shafqat_mahmood
@aniqrehmn
@qamarniazi125
@hecpkofficial
@eduministrypk


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