gbceducation, Twitter, 8/24/2021 5:46:16 PM, 260879


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gbceducation Twitter NodeXL SNA Map and Report for terça-feira, 24 agosto 2021 at 17:41 UTC
gbceducation Twitter NodeXL SNA Map and Report for terça-feira, 24 agosto 2021 at 17:41 UTC
From:
rdasilva
Uploaded on:
August 24, 2021
Short Description:
gbceducation via NodeXL https://bit.ly/3gv4hJN
@gbceducation
@nysmom4kiddos
@murrdoc3
@littlew99300122
@theirworld
@roboticslife313
@baelajamil
@lanreshaper
@justinvanfleet
@rimamusallam

Top hashtags:
#refugee
#education
#refugees
#ece
#ecd
#educationinemergencies

Description:
Description
The graph represents a network of 45 Twitter users whose recent tweets contained "gbceducation", 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 Tuesday, 24 August 2021 at 17:41 UTC.

The tweets in the network were tweeted over the 7-day, 0-hour, 58-minute period from Monday, 16 August 2021 at 18:40 UTC to Monday, 23 August 2021 at 19:38 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 : 45
Unique Edges : 156
Edges With Duplicates : 23
Total Edges : 179
Number of Edge Types : 5
Retweet : 18
Mentions : 55
MentionsInRetweet : 100
Replies to : 3
Tweet : 3
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0,134751773049645
Reciprocated Edge Ratio : 0,2375
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 45
Maximum Edges in a Connected Component : 179
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2,263704
Graph Density : 0,0808080808080808
Modularity : 0,424324
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 45 Twitter users whose recent tweets contained "gbceducation", 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 Tuesday, 24 August 2021 at 17:41 UTC.

The tweets in the network were tweeted over the 7-day, 0-hour, 58-minute period from Monday, 16 August 2021 at 18:40 UTC to Monday, 23 August 2021 at 19:38 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 : gbceducation
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:
[7] https://s3.amazonaws.com/theirworld-site-resources/Ensuring-Quality-Early-Childhood-Education-for-Refugee-Children-A-New-Approach-to-Teacher-Professional-Development.pdf
[3] https://key.theirworld.org/resources/refugees
[3] https://twitter.com/OIEduFinance/status/1425445662511046661
[2] https://gbc-education.org/the-lego-foundation-interview/
[2] https://theirworld.org/news/why-education-and-peace-are-critical-if-we-need-to-transform-and-develop-vulnerable-communities?utm_source=twitter&utm_medium=social
[2] https://www.youtube.com/watch?v=MfYZGXWEfdc

[2] https://thehill.com/changing-america/opinion/567014-2122-the-formula-for-overcoming-the-global-education-deficit
[2] https://theirworld.org/news/teaching-resources-for-schools-how-education-can-unlock-big-change?utm_source=twitter&utm_medium=social
[1] https://gbc-education.org/small-businesses-supporting-local-school-districts-focus-on-haroztec-in-dallas-texas/
[1] https://twitter.com/gbceducation/status/1427339378620354561

Top URLs in Tweet in G1:
[3] https://key.theirworld.org/resources/refugees
[3] https://twitter.com/OIEduFinance/status/1425445662511046661
[2] https://gbc-education.org/the-lego-foundation-interview/
[2] https://theirworld.org/news/teaching-resources-for-schools-how-education-can-unlock-big-change?utm_source=twitter&utm_medium=social
[2] https://s3.amazonaws.com/theirworld-site-resources/Ensuring-Quality-Early-Childhood-Education-for-Refugee-Children-A-New-Approach-to-Teacher-Professional-Development.pdf
[2] https://thehill.com/changing-america/opinion/567014-2122-the-formula-for-overcoming-the-global-education-deficit
[2] https://www.youtube.com/watch?v=MfYZGXWEfdc

[2] https://theirworld.org/news/why-education-and-peace-are-critical-if-we-need-to-transform-and-develop-vulnerable-communities?utm_source=twitter&utm_medium=social
[1] https://gbc-education.org/small-businesses-supporting-local-school-districts-focus-on-haroztec-in-dallas-texas/

Top URLs in Tweet in G3:
[5] https://s3.amazonaws.com/theirworld-site-resources/Ensuring-Quality-Early-Childhood-Education-for-Refugee-Children-A-New-Approach-to-Teacher-Professional-Development.pdf

Top URLs in Tweet in G4:
[1] https://twitter.com/gbceducation/status/1427339378620354561

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] refugee
[7] education
[7] refugees
[7] ece
[7] ecd
[3] educationinemergencies
[3] icymi
[3] innovativefinance
[3] ges2021
[3] iffed



Top Hashtags in Tweet in G1:
[5] refugee
[3] educationinemergencies
[3] icymi
[3] innovativefinance
[3] ges2021
[3] iffed
[3] raiseyourhand
[2] teachingresources
[2] education
[2] refugees

Top Hashtags in Tweet in G2:
[2] adhd
[1] flavorshookkids

Top Hashtags in Tweet in G3:
[5] education
[5] refugee
[5] refugees
[5] ece
[5] ecd

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] #refugee,children
[7] theirworld,report
[7] report,maysajalbout
[7] maysajalbout,kdbully
[7] kdbully,childhood
[7] childhood,#education
[7] #education,#refugee
[7] children,teacher
[7] teacher,pd
[7] pd,co

Top Word Pairs in Tweet in G1:
[5] #refugee,children
[5] theirworld,gbceducation
[4] global,education
[4] theirworld,youth
[3] children,school
[3] school,vulnerable
[3] vulnerable,child
[3] child,labor
[3] labor,child
[3] child,marriage

Top Word Pairs in Tweet in G2:
[3] nassp,nationalpta
[3] usedgov,edutopia
[3] edutopia,gbceducation
[3] gbceducation,ameracadpeds
[3] ameracadpeds,fdatobacco
[3] fdatobacco,scholparents
[3] scholparents,newshour
[3] newshour,senschumer
[2] nysmom4kiddos,nassp
[2] nationalpta,usedgov

Top Word Pairs in Tweet in G3:
[5] theirworld,report
[5] report,maysajalbout
[5] maysajalbout,kdbully
[5] kdbully,childhood
[5] childhood,#education
[5] #education,#refugee
[5] #refugee,children
[5] children,teacher
[5] teacher,pd
[5] pd,co

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gbceducation
@theirworld
@maysajalbout
@kdbully
@ecdaction
@eiegenevahub
@movingmindsecd
@kmersethking
@piabritto
@stephzuil

Top Mentioned in G1:
@gbceducation
@theirworld
@liesbetsteer
@oiedufinance
@justinvanfleet
@usaid
@wilmshursteuan
@legofoundation
@educannotwait
@maysajalbout

Top Mentioned in G2:
@nationalpta
@usedgov
@edutopia
@gbceducation
@ameracadpeds
@fdatobacco
@scholparents
@newshour
@senschumer
@nassp

Top Mentioned in G3:
@theirworld
@maysajalbout
@kdbully
@gbceducation
@ecdaction
@eiegenevahub
@movingmindsecd
@kmersethking
@piabritto
@stephzuil

Top Mentioned in G4:
@roboticslife313
@itacecorg

Top Tweeters
Top Tweeters in Entire Graph:
@newshour
@edutopia
@lanreshaper
@usaid
@scholparents
@usedgov
@senschumer
@nationalpta
@nassp
@ameracadpeds

Top Tweeters in G1:
@lanreshaper
@usaid
@educannotwait
@theirworld
@usaideducation
@areai4africa
@gbceducation
@legofoundation
@educommission
@justinvanfleet

Top Tweeters in G2:
@newshour
@edutopia
@scholparents
@usedgov
@senschumer
@nationalpta
@nassp
@ameracadpeds
@fdatobacco
@nysmom4kiddos

Top Tweeters in G3:
@maysajalbout
@movingmindsecd
@amyjodowd
@piabritto
@reach_harvarded
@ecdaction
@nyuglobalties
@rimamusallam
@kmersethking
@stephzuil

Top Tweeters in G4:
@baelajamil
@itacecorg
@roboticslife313