gbceducation, Twitter, 11/17/2021 11:48:16 AM, 266472


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gbceducation Twitter NodeXL SNA Map and Report for quarta-feira, 17 novembro 2021 at 11:06 UTC
gbceducation Twitter NodeXL SNA Map and Report for quarta-feira, 17 novembro 2021 at 11:06 UTC
From:
rdasilva
Uploaded on:
November 17, 2021
Short Description:
gbceducation via NodeXL https://bit.ly/3qJ78F5
@gbceducation
@eelehwany
@commonimpact
@techgoeshome
@ninety_west
@csr_christine
@theirworld
@asad_ashah
@hakimalinarejo2
@saleemahmedphu4

Top hashtags:
#youthskills
#education
#cop26
#nationaleducationweek
#probono

Description:
Description
The graph represents a network of 57 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, 17 November 2021 at 11:07 UTC.

The tweets in the network were tweeted over the 8-day, 22-hour, 57-minute period from Monday, 08 November 2021 at 10:55 UTC to Wednesday, 17 November 2021 at 09:52 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 : 57
Unique Edges : 146
Edges With Duplicates : 66
Total Edges : 212
Number of Edge Types : 5
Tweet : 11
Mentions : 76
Retweet : 25
MentionsInRetweet : 95
Replies to : 5
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0,0119047619047619
Reciprocated Edge Ratio : 0,0235294117647059
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 57
Maximum Edges in a Connected Component : 212
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,422899
Graph Density : 0,0532581453634085
Modularity : 0,502859
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 57 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, 17 November 2021 at 11:07 UTC.

The tweets in the network were tweeted over the 8-day, 22-hour, 57-minute period from Monday, 08 November 2021 at 10:55 UTC to Wednesday, 17 November 2021 at 09:52 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:
[8] https://twitter.com/justinvanfleet/status/1460294776247382018
[4] https://www.youtube.com/watch?v=MfYZGXWEfdc

[4] https://commonimpact.org/podcast
[4] https://theirworld.org/news/big-ideas-bright-cities-challenge-launched?utm_source=twitter&utm_medium=social
[3] https://twitter.com/Asad_Ashah/status/1459001332585701377
[2] https://twitter.com/gbceducation/status/1460261309048631296
[2] https://probonoaustralia.com.au/news/2021/11/the-impacts-of-greater-esg-performance/
[2] https://gbc-education.org/small-businesses-supporting-local-school-districts-focus-on-haroztec-in-dallas-texas/
[2] https://skillsfriendlycities.org/?utm_source=deloitte+&utm_medium=social&utm_campaign=partner&linkId=140180617
[2] https://www.bloomberg.com/news/articles/2021-11-15/a-contest-seeks-local-solutions-for-building-up-successful-youth?utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=citylab

Top URLs in Tweet in G1:
[8] https://twitter.com/justinvanfleet/status/1460294776247382018
[4] https://theirworld.org/news/big-ideas-bright-cities-challenge-launched?utm_source=twitter&utm_medium=social
[4] https://www.youtube.com/watch?v=MfYZGXWEfdc

[2] https://skillsfriendlycities.org/
[2] https://www.bloomberg.com/news/articles/2021-11-15/a-contest-seeks-local-solutions-for-building-up-successful-youth?utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=citylab
[2] https://gbc-education.org/small-businesses-supporting-local-school-districts-focus-on-haroztec-in-dallas-texas/
[2] https://probonoaustralia.com.au/news/2021/11/the-impacts-of-greater-esg-performance/
[2] https://twitter.com/gbceducation/status/1460261309048631296
[2] https://skillsfriendlycities.org/?utm_source=deloitte+&utm_medium=social&utm_campaign=partner&linkId=140180617
[1] https://twitter.com/gbceducation/status/1460706778967121921

Top URLs in Tweet in G2:
[4] https://commonimpact.org/podcast

Top URLs in Tweet in G3:
[3] https://twitter.com/Asad_Ashah/status/1459001332585701377

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] youthskills
[5] education
[4] cop26
[4] nationaleducationweek
[4] probono
[2] futureofwork
[2] esg
[2] csr
[2] rewiredsummit
[1] genstandupstartup



Top Hashtags in Tweet in G1:
[15] youthskills
[4] cop26
[2] futureofwork
[2] rewiredsummit
[2] csr
[2] esg
[1] genstandupstartup
[1] socialimpact
[1] esr
[1] kenya

Top Hashtags in Tweet in G2:
[4] nationaleducationweek
[4] education
[4] probono

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] big,ideas
[18] ideas,bright
[18] bright,cities
[18] cities,challenge
[12] deloitteus,delltech
[12] skills,friendly
[11] young,people
[10] friendly,cities
[9] future,work
[8] great,initiative

Top Word Pairs in Tweet in G1:
[19] big,ideas
[18] ideas,bright
[18] bright,cities
[18] cities,challenge
[12] skills,friendly
[12] deloitteus,delltech
[11] young,people
[10] friendly,cities
[9] future,work
[8] great,initiative

Top Word Pairs in Tweet in G2:
[4] #nationaleducationweek,learn
[4] learn,#education
[4] #education,advocates
[4] advocates,changing
[4] changing,world
[4] world,#probono
[4] #probono,perspectives
[4] perspectives,dan
[4] dan,noyes
[4] noyes,techgoeshome

Top Word Pairs in Tweet in G3:
[6] fdegopofficial,sefsindh
[6] sefsindh,pefpunjab
[6] pefpunjab,tcfpak
[6] tcfpak,tharedualliance
[6] tharedualliance,ministeredugos
[6] ministeredugos,gbceducation
[6] gbceducation,baelajamil
[3] asad_ashah,fdegopofficial
[3] create,ecosystem
[3] ecosystem,tht

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gbceducation
@deloitteus
@delltech
@theirworld
@fdegopofficial
@sefsindh
@pefpunjab
@tcfpak
@tharedualliance
@ministeredugos

Top Mentioned in G1:
@gbceducation
@deloitteus
@delltech
@theirworld
@citylab
@esfriedman11
@juliakjackson
@roboticslife313
@kaushiksridhar
@princestrustint

Top Mentioned in G2:
@techgoeshome
@l_klebs
@musafirbala
@tcs
@tcs_na
@danastepp
@hp
@justinvanfleet
@gbceducation
@gbetheil

Top Mentioned in G3:
@fdegopofficial
@sefsindh
@pefpunjab
@tcfpak
@tharedualliance
@ministeredugos
@gbceducation
@baelajamil

Top Mentioned in G4:
@mohamed_jumaa44
@hdhamimusic
@gbceducation

Top Tweeters
Top Tweeters in Entire Graph:
@markhazard2020
@marianatrobosky
@citylab
@pndblog
@unicef
@hp
@eunice_lumsden
@tcs
@deloitteus
@hdhamimusic

Top Tweeters in G1:
@markhazard2020
@marianatrobosky
@citylab
@pndblog
@unicef
@eunice_lumsden
@deloitteus
@sarahbrownuk
@deloittegov
@tamaraboxrs

Top Tweeters in G2:
@hp
@tcs
@techgoeshome
@commonimpact
@pencilorg
@tcs_na
@ninety_west
@musafirbala
@l_klebs
@gbetheil

Top Tweeters in G3:
@baelajamil
@shahtasweer
@tharedualliance
@tcfpak
@abidhoosain
@pefpunjab
@asad_ashah
@sefsindh
@saleemahmedphu4
@fdegopofficial

Top Tweeters in G4:
@hdhamimusic
@eelehwany
@solabotfinance
@mohamed_jumaa44