gbceducation, Twitter, 8/18/2021 9:15:31 AM, 260420


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gbceducation Twitter NodeXL SNA Map and Report for quarta-feira, 18 agosto 2021 at 09:08 UTC
gbceducation Twitter NodeXL SNA Map and Report for quarta-feira, 18 agosto 2021 at 09:08 UTC
From:
rdasilva
Uploaded on:
August 18, 2021
Short Description:
gbceducation via NodeXL https://bit.ly/3k3dqKP
@gbceducation
@nysmom4kiddos
@maysajalbout
@reach_harvarded
@theirworld
@jubasuc1
@burundipatriote
@pattheburundian
@icedburundi
@baelajamil

Top hashtags:
#covid
#icymi
#innovativefinance
#ges2021
#iffed
#raiseyourhand

Description:
Description
The graph represents a network of 69 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 Wednesday, 18 August 2021 at 09:09 UTC.

The tweets in the network were tweeted over the 7-day, 3-hour, 27-minute period from Tuesday, 10 August 2021 at 12:57 UTC to Tuesday, 17 August 2021 at 16:25 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 : 69
Unique Edges : 166
Edges With Duplicates : 22
Total Edges : 188
Number of Edge Types : 5
Mentions : 67
MentionsInRetweet : 96
Retweet : 22
Replies to : 1
Tweet : 2
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0,0674846625766871
Reciprocated Edge Ratio : 0,126436781609195
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 69
Maximum Edges in a Connected Component : 188
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,697753
Graph Density : 0,0370843989769821
Modularity : 0,53768
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 69 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 Wednesday, 18 August 2021 at 09:09 UTC.

The tweets in the network were tweeted over the 7-day, 3-hour, 27-minute period from Tuesday, 10 August 2021 at 12:57 UTC to Tuesday, 17 August 2021 at 16:25 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:
[10] https://gbc-education.org/the-lego-foundation-interview/
[6] https://thehill.com/changing-america/opinion/567014-2122-the-formula-for-overcoming-the-global-education-deficit
[4] https://twitter.com/OIEduFinance/status/1425445662511046661
[4] https://www.eataxgovernance.net/commentary-burundi-loses-billions-of-dollars-in-mining-business-amid-covid-19-pandemic/
[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://www.youtube.com/watch?v=MfYZGXWEfdc

[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/a-pathway-to-employment-for-young-people-in-india-an-interview-with-tata-strive/?utm_source=twitter&utm_medium=social
[1] https://twitter.com/justinvanfleet/status/1425110037668696064
[1] https://gbc-education.org/small-businesses-supporting-local-school-districts-focus-on-haroztec-in-dallas-texas/

Top URLs in Tweet in G1:
[1] https://twitter.com/Jacob_Michel/status/1424910854424862726

Top URLs in Tweet in G2:
[6] https://thehill.com/changing-america/opinion/567014-2122-the-formula-for-overcoming-the-global-education-deficit
[4] https://twitter.com/OIEduFinance/status/1425445662511046661
[2] https://theirworld.org/news/teaching-resources-for-schools-how-education-can-unlock-big-change?utm_source=twitter&utm_medium=social
[2] https://gbc-education.org/the-lego-foundation-interview/
[2] https://www.youtube.com/watch?v=MfYZGXWEfdc

[1] https://gbc-education.org/a-pathway-to-employment-for-young-people-in-india-an-interview-with-tata-strive/?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/justinvanfleet/status/1425110037668696064
[1] https://twitter.com/gbceducation/status/1427339378620354561

Top URLs in Tweet in G3:
[2] 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:
[4] https://www.eataxgovernance.net/commentary-burundi-loses-billions-of-dollars-in-mining-business-amid-covid-19-pandemic/

Top URLs in Tweet in G5:
[8] https://gbc-education.org/the-lego-foundation-interview/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] covid
[4] icymi
[4] innovativefinance
[4] ges2021
[4] iffed
[4] raiseyourhand
[4] burundi
[2] youthskills
[2] education
[2] refugee



Top Hashtags in Tweet in G2:
[5] covid
[4] icymi
[4] innovativefinance
[4] ges2021
[4] iffed
[4] raiseyourhand
[2] youthskills
[2] teachingresources
[1] learnto
[1] smallbusiness

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

Top Hashtags in Tweet in G4:
[4] burundi

Top Words
Top Words in Tweet in Entire Graph:
[24] education
[18] watch
[17] gbceducation
[13] theirworld
[12] support
[12] interview
[11] childhood
[11] gbceducation's
[11] learn
[11] play

Top Words in Tweet in G2:
[16] education
[11] theirworld
[10] watch
[9] gbceducation
[7] global
[5] 12
[5] overcome
[5] deficit
[5] following
[5] american

Top Words in Tweet in G3:
[2] theirworld
[2] report
[2] maysajalbout
[2] kdbully
[2] childhood
[2] #education
[2] #refugee
[2] children
[2] teacher
[2] pd

Top Words in Tweet in G4:
[4] tax
[4] justice
[4] campaigner
[4] apollosmile
[4] #burundi
[4] loses
[4] billions
[4] dollars
[4] mining
[4] business

Top Words in Tweet in G5:
[9] play
[9] educannotwait
[8] watch
[8] gbceducation's
[8] interview
[8] wilmshursteuan
[8] legofoundation's
[8] commitment
[8] childhood
[8] education

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] legofoundation's,commitment
[10] play,initiative
[10] initiative,financial
[10] financial,support
[10] support,educannotwait
[9] theirworld,gbceducation
[9] watch,gbceducation's
[9] gbceducation's,interview
[9] interview,wilmshursteuan
[9] wilmshursteuan,legofoundation's

Top Word Pairs in Tweet in G2:
[9] theirworld,gbceducation
[7] global,education
[5] 12,overcome
[5] overcome,global
[5] education,deficit
[5] deficit,following
[5] following,american
[5] american,families
[5] families,plan
[5] plan,home

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

Top Word Pairs in Tweet in G4:
[4] tax,justice
[4] justice,campaigner
[4] campaigner,apollosmile
[4] apollosmile,#burundi
[4] #burundi,loses
[4] loses,billions
[4] billions,dollars
[4] dollars,mining
[4] mining,business
[4] business,covid

Top Word Pairs in Tweet in G5:
[8] watch,gbceducation's
[8] gbceducation's,interview
[8] interview,wilmshursteuan
[8] wilmshursteuan,legofoundation's
[8] legofoundation's,commitment
[8] commitment,childhood
[8] childhood,education
[8] education,learn
[8] learn,play
[8] play,initiative

Top Replied-To
Top Replied-To in Entire Graph:
@gbceducation

Top Replied-To in G5:
@gbceducation

Top Mentioned
Top Mentioned in Entire Graph:
@gbceducation
@theirworld
@legofoundation
@educannotwait
@wilmshursteuan
@potus
@justinvanfleet
@usaideducation
@liesbetsteer
@oiedufinance

Top Mentioned in G1:
@amazon
@jeffbezos
@scholasticteach
@drbiden
@teachforamerica
@bnbuzz
@edutopia
@gbceducation
@usmayors
@classroomchamps

Top Mentioned in G2:
@gbceducation
@theirworld
@potus
@usaideducation
@justinvanfleet
@liesbetsteer
@oiedufinance
@usaid
@legofoundation
@educannotwait

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

Top Mentioned in G4:
@apollosmile
@taxjusticeafric
@tjcghana
@ga4tj
@obr_bi
@burundigov
@gbceducation

Top Mentioned in G5:
@legofoundation
@educannotwait
@gbceducation
@wilmshursteuan

Top Tweeters
Top Tweeters in Entire Graph:
@nomoreslaves
@urfagundem
@abdoulr37230833
@edutopia
@nickelodeon
@burundipatriote
@bnbuzz
@amazon
@huffpostimpact
@usaid

Top Tweeters in G1:
@edutopia
@nickelodeon
@bnbuzz
@amazon
@huffpostimpact
@teachforamerica
@scholasticteach
@usedgov
@robinroberts
@readingrainbow

Top Tweeters in G2:
@urfagundem
@usaid
@thehillopinion
@baelajamil
@theirworld
@usaideducation
@gbceducation
@amanmerchant
@itacecorg
@educommission

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

Top Tweeters in G4:
@burundipatriote
@apollosmile
@ga4tj
@taxjusticeafric
@pattheburundian
@jubasuc1
@icedburundi
@burundigov
@obr_bi
@tjcghana

Top Tweeters in G5:
@nomoreslaves
@abdoulr37230833
@gemmatumelty
@educannotwait
@kioninadine
@legofoundation
@jelena_borak
@wilmshursteuan
@ndiemmy1