@gbceducation, Twitter, 4/12/2021 12:02:01 PM, 252677


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@gbceducation Twitter NodeXL SNA Map and Report for segunda-feira, 12 abril 2021 at 11:58 UTC
@gbceducation Twitter NodeXL SNA Map and Report for segunda-feira, 12 abril 2021 at 11:58 UTC
From:
rdasilva
Uploaded on:
April 12, 2021
Short Description:
@gbceducation via NodeXL https://bit.ly/3saue4C
@gbceducation
@theirworld
@jake_t_cho
@justinvanfleet
@gce_us
@worldbank
@jamilbaela
@itacecorg
@unesco
@jamiraburley

Top hashtags:
#resilientrecovery
#springmeetings
#education
#sdg4
#unlockbigchange
#sap4good

Description:
Description
The graph represents a network of 92 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 Monday, 12 April 2021 at 11:59 UTC.

The tweets in the network were tweeted over the 6-day, 16-hour, 35-minute period from Monday, 05 April 2021 at 16:56 UTC to Monday, 12 April 2021 at 09:31 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 : 92
Unique Edges : 427
Edges With Duplicates : 129
Total Edges : 556
Number of Edge Types : 5
Retweet : 78
Mentions : 111
Replies to : 4
MentionsInRetweet : 359
Tweet : 4
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0,0623556581986143
Reciprocated Edge Ratio : 0,117391304347826
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 92
Maximum Edges in a Connected Component : 556
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,133743
Graph Density : 0,0549450549450549
Modularity : 0,374802
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 92 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 Monday, 12 April 2021 at 11:59 UTC.

The tweets in the network were tweeted over the 6-day, 16-hour, 35-minute period from Monday, 05 April 2021 at 16:56 UTC to Monday, 12 April 2021 at 09:31 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:
[17] https://theirworld.org/the-education-finance-playbook?utm_source=social_TK
[15] https://www.ft.com/content/b3d0cc12-61de-4143-91a6-ab9f98bbc7a9
[8] https://gbc-education.org/project/education-finance-playbook/
[8] https://theirworld.org/campaigns/the-global-education-funding-gap
[8] https://sustainablebrands.com/events/view/corporate-cancel-culture-and-rise-of-stakeholder-accountability?utm_source=Twitter&utm_medium=schtweets&utm_campaign=social
[7] https://twitter.com/devex/status/1380201276705796096
[6] https://twitter.com/gbceducation/status/1379420877587050497
[4] https://gbc-education.org/project/education-finance-playbook?utm_source=twitter&utm_medium=social
[4] https://twitter.com/pndblog/status/1379416109166776322
[4] https://bit.ly/3cSaHS4

Top URLs in Tweet in G1:
[16] https://theirworld.org/the-education-finance-playbook?utm_source=social_TK
[7] https://gbc-education.org/project/education-finance-playbook/
[7] https://theirworld.org/campaigns/the-global-education-funding-gap
[6] https://twitter.com/devex/status/1380201276705796096
[5] https://twitter.com/gbceducation/status/1379420877587050497
[4] https://gbc-education.org/project/education-finance-playbook?utm_source=board&utm_medium=social
[4] https://gbc-education.org/project/education-finance-playbook?utm_source=twitter&utm_medium=social
[4] https://twitter.com/pndblog/status/1379416109166776322
[4] https://www.ceotodaymagazine.com/2020/10/britannica-groups-ceo-on-the-transformative-power-of-education-and-lifelong-learning/
[4] https://bit.ly/3cSaHS4

Top URLs in Tweet in G2:
[12] https://www.ft.com/content/b3d0cc12-61de-4143-91a6-ab9f98bbc7a9
[1] https://twitter.com/devex/status/1380201276705796096
[1] https://theirworld.org/the-education-finance-playbook?utm_source=social_TK
[1] https://twitter.com/gbceducation/status/1379420877587050497
[1] https://gbc-education.org/project/education-finance-playbook/
[1] https://theirworld.org/campaigns/the-global-education-funding-gap
[1] https://blogs.worldbank.org/europeandcentralasia/costs-growing-during-pandemic

Top URLs in Tweet in G3:
[1] https://gbc-education.org/project/education-finance-playbook/?utm_source=twitter&utm_medium=social

Top URLs in Tweet in G4:
[7] https://sustainablebrands.com/events/view/corporate-cancel-culture-and-rise-of-stakeholder-accountability?utm_source=Twitter&utm_medium=schtweets&utm_campaign=social
[2] http://www.anymeeting.com/sustainablebrands

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[45] resilientrecovery
[40] springmeetings
[10] education
[8] sdg4
[5] unlockbigchange
[5] sap4good
[5] canceled
[4] g7
[4] covid19
[4] educationforall



Top Hashtags in Tweet in G1:
[42] resilientrecovery
[36] springmeetings
[9] education
[7] sdg4
[5] unlockbigchange
[5] sap4good
[4] g7
[4] covid19
[4] educationforall
[2] istand4children

Top Hashtags in Tweet in G2:
[3] resilientrecovery
[3] springmeetings
[1] education

Top Hashtags in Tweet in G3:
[2] equitable
[2] inclusiveeducation
[2] educationinemergencies
[1] springmeetings
[1] sdg4

Top Hashtags in Tweet in G4:
[4] canceled
[1] webinar

Top Words
Top Words in Tweet in Entire Graph:
[131] education
[88] gbceducation
[76] theirworld
[61] finance
[51] playbook
[46] recovery
[46] leaders
[45] worldbank
[45] #resilientrecovery
[40] #springmeetings

Top Words in Tweet in G1:
[123] education
[61] gbceducation
[60] theirworld
[57] finance
[47] playbook
[43] recovery
[42] #resilientrecovery
[41] leaders
[41] worldbank
[37] economic

Top Words in Tweet in G2:
[16] theirworld
[16] gbceducation
[13] pandemic
[12] build
[12] better
[12] educators
[12] urge
[12] financialtimes
[12] wendykopp
[12] teachforall

Top Words in Tweet in G3:
[3] education
[2] ineetweets
[2] cotae_liberia
[2] unhumanrights
[2] daykarkpor
[2] annadaddiopro
[2] unesco
[2] gemreport
[2] jake_t_cho
[2] gbceducation

Top Words in Tweet in G4:
[10] join
[9] porternovelli
[9] benandjerrys
[9] gbceducation
[9] katiemartell
[9] brands
[7] register
[6] learn
[6] being
[5] hot

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[55] theirworld,gbceducation
[52] education,finance
[51] finance,playbook
[46] gbceducation,education
[40] worldbank,#springmeetings
[35] economic,recovery
[33] calls,bold
[33] leaders,worldbank
[32] playbook,calls
[28] successful,education

Top Word Pairs in Tweet in G1:
[51] theirworld,gbceducation
[48] education,finance
[47] finance,playbook
[43] gbceducation,education
[36] worldbank,#springmeetings
[33] economic,recovery
[31] calls,bold
[31] leaders,worldbank
[30] playbook,calls
[27] successful,education

Top Word Pairs in Tweet in G2:
[12] build,better
[12] better,pandemic
[12] pandemic,educators
[12] educators,urge
[12] urge,financialtimes
[12] financialtimes,wendykopp
[12] wendykopp,teachforall
[12] teachforall,theirworld
[12] theirworld,unesco
[12] unesco,aazoulay

Top Word Pairs in Tweet in G3:
[2] ineetweets,cotae_liberia
[2] cotae_liberia,unhumanrights
[2] unhumanrights,daykarkpor
[2] daykarkpor,annadaddiopro
[2] annadaddiopro,unesco
[2] unesco,gemreport
[2] gemreport,jake_t_cho
[2] jake_t_cho,gbceducation
[2] gbceducation,zeena_zakharia
[2] zeena_zakharia,francinemenashy

Top Word Pairs in Tweet in G4:
[9] porternovelli,benandjerrys
[9] benandjerrys,gbceducation
[9] gbceducation,katiemartell
[8] join,porternovelli
[6] katiemartell,learn
[5] hot,button
[5] button,issue
[4] cancel,culture
[4] brands,being
[4] being,#canceled

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gbceducation
@theirworld
@worldbank
@unesco
@financialtimes
@wendykopp
@teachforall
@aazoulay
@wbg_education
@eduint

Top Mentioned in G1:
@theirworld
@gbceducation
@worldbank
@devex
@g7
@g20org
@justinvanfleet
@karthikonthego
@britannica
@ceotodaymag

Top Mentioned in G2:
@theirworld
@gbceducation
@financialtimes
@wendykopp
@teachforall
@unesco
@aazoulay
@wbg_education
@eduint
@luminosfund

Top Mentioned in G3:
@ineetweets
@cotae_liberia
@unhumanrights
@daykarkpor
@annadaddiopro
@unesco
@gemreport
@jake_t_cho
@gbceducation
@zeena_zakharia

Top Mentioned in G4:
@porternovelli
@benandjerrys
@gbceducation
@katiemartell
@sustainbrands

Top Tweeters
Top Tweeters in Entire Graph:
@financialtimes
@pantel81
@sustainbrands
@jamiraburley
@tbenkel
@devex
@worldbank
@sharondagostino
@benandjerrys
@sayitforwardnow

Top Tweeters in G1:
@pantel81
@tbenkel
@devex
@worldbank
@sharondagostino
@sayitforwardnow
@micanyonge
@fdaoulb
@sandramoerch
@britannica

Top Tweeters in G2:
@financialtimes
@jamiraburley
@ft4s
@eduint
@teachforall
@sarahbrownuk
@gatesfoundation
@malalafund
@tamaraboxrs
@wbg_education

Top Tweeters in G3:
@unesco
@gemreport
@unhumanrights
@gce_us
@ineetweets
@annadaddiopro
@zeena_zakharia
@francinemenashy
@jake_t_cho
@daykarkpor

Top Tweeters in G4:
@sustainbrands
@benandjerrys
@katiemartell
@missdianaashley
@porternovelli
@nbs_marketing
@springray2020
@thecontinuum2


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