gbceducation, Twitter, 12/20/2021 2:34:13 PM, 268654


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gbceducation Twitter NodeXL SNA Map and Report for segunda-feira, 20 dezembro 2021 at 14:32 UTC
gbceducation Twitter NodeXL SNA Map and Report for segunda-feira, 20 dezembro 2021 at 14:32 UTC
From:
rdasilva
Uploaded on:
December 20, 2021
Short Description:
gbceducation via NodeXL https://bit.ly/3pbGIKQ
@gbceducation
@cobimagma
@didi_enhle
@nimai78793317
@lizgrant360
@theirworld
@keithmartinmd
@cughnews
@compassionedi
@sarahbrownuk

Top hashtags:
#ece
#youthskills
#rewiredsummit
#sustainable
#education
#preschool
#ecd

Description:
Description
The graph represents a network of 77 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, 20 December 2021 at 14:32 UTC.

The tweets in the network were tweeted over the 7-day, 1-hour, 45-minute period from Saturday, 11 December 2021 at 14:25 UTC to Saturday, 18 December 2021 at 16:10 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 : 77
Unique Edges : 176
Edges With Duplicates : 51
Total Edges : 227
Number of Edge Types : 5
Retweet : 36
MentionsInRetweet : 98
Replies to : 7
Mentions : 74
Tweet : 12
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0,0677966101694915
Reciprocated Edge Ratio : 0,126984126984127
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 77
Maximum Edges in a Connected Component : 227
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,503626
Graph Density : 0,0322966507177034
Modularity : 0,459183
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 77 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, 20 December 2021 at 14:32 UTC.

The tweets in the network were tweeted over the 7-day, 1-hour, 45-minute period from Saturday, 11 December 2021 at 14:25 UTC to Saturday, 18 December 2021 at 16:10 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:
[6] https://twitter.com/gbceducation/status/1470782390272409609
[6] https://skillsfriendlycities.org/page/the-state-of-us-cities-youth-skills
[3] https://twitter.com/charliegiattino/status/1471866528228380687
[3] https://www.forbes.com/sites/charlestowersclark/2021/12/07/building-skills-friendly-cities-to-prepare-for-the-future-of-work/?sh=7f83cc101565
[2] https://twitter.com/BeingCompassion/status/1469333897636950024
[2] https://skillsfriendlycities.org/
[2] https://twitter.com/sap4good/status/1469396674606940161
[2] https://twitter.com/DP_World/status/1471043596392488963
[2] https://gbc-education.org/youth-with-skills-for-the-future/
[2] https://edition.cnn.com/2021/12/13/economy/biden-infrastructure-law-worker-training/index.html

Top URLs in Tweet in G1:
[4] https://twitter.com/gbceducation/status/1470782390272409609
[2] https://twitter.com/theirworld/status/1468944342345822210
[2] https://twitter.com/RewirEd2021/status/1469373436057493505
[2] https://twitter.com/sap4good/status/1469396674606940161
[2] https://gbc-education.org/youth-with-skills-for-the-future/
[1] https://skillsfriendlycities.org/
[1] https://edition.cnn.com/2021/12/13/economy/biden-infrastructure-law-worker-training/index.html
[1] https://twitter.com/RewirEd2021/status/1470078376526454792
[1] https://skillsfriendlycities.org/page/the-state-of-us-cities-youth-skills

Top URLs in Tweet in G2:
[5] https://skillsfriendlycities.org/page/the-state-of-us-cities-youth-skills
[3] https://www.forbes.com/sites/charlestowersclark/2021/12/07/building-skills-friendly-cities-to-prepare-for-the-future-of-work/?sh=7f83cc101565
[2] https://skillsfriendlycities.org/?utm_source=twitter&utm_medium=social
[2] https://twitter.com/gbceducation/status/1470782390272409609
[2] https://twitter.com/DP_World/status/1471043596392488963
[1] https://gbc-education.org/project/youth-skills/
[1] https://twitter.com/RewirEd2021/status/1469964806883282949
[1] https://twitter.com/RewirEd2021/status/1470078376526454792
[1] https://skillsfriendlycities.org/standards
[1] https://edition.cnn.com/2021/12/13/economy/biden-infrastructure-law-worker-training/index.html

Top URLs in Tweet in G5:
[3] https://twitter.com/charliegiattino/status/1471866528228380687
[2] https://twitter.com/BeingCompassion/status/1469333897636950024

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[17] ece
[14] youthskills
[13] rewiredsummit
[9] sustainable
[9] education
[8] preschool
[8] ecd
[5] earlychildhoodeducation
[3] uk
[3] metachallenge



Top Hashtags in Tweet in G1:
[8] ece
[5] rewiredsummit
[4] earlychildhoodeducation
[4] preschool
[4] ecd
[3] youthskills
[2] unlockbigchange
[2] rewired2021
[2] dubaiexpo
[2] sap4good

Top Hashtags in Tweet in G2:
[11] youthskills
[9] ece
[8] rewiredsummit
[4] preschool
[4] ecd
[1] educationbonds
[1] earlychildhoodeducation
[1] smallbusiness
[1] sap4good
[1] stlouis

Top Hashtags in Tweet in G4:
[9] sustainable
[9] education

Top Hashtags in Tweet in G5:
[3] uk
[3] metachallenge

Top Words
Top Words in Tweet in Entire Graph:
[41] education
[34] gbceducation
[21] rewired2021
[18] participate
[17] #ece
[16] cities
[14] skills
[14] #youthskills
[14] discussion
[13] youth

Top Words in Tweet in G1:
[14] education
[11] gbceducation
[8] rewired2021
[8] #ece
[6] theirworld
[6] great
[6] committed
[5] invest
[5] #rewiredsummit
[5] investing

Top Words in Tweet in G2:
[18] education
[13] rewired2021
[13] cities
[11] #youthskills
[10] skills
[9] youth
[9] #ece
[8] leaders
[8] #rewiredsummit
[7] investing

Top Words in Tweet in G4:
[18] participate
[9] companies
[9] #sustainable
[9] improve
[9] #education
[9] world
[9] gillesvermotd
[9] chief
[9] corporate
[9] citizenship

Top Words in Tweet in G5:
[5] resources
[5] gbceducation
[4] leadership
[3] ourworldindata
[3] #uk
[3] outstanding
[3] comprehensive
[3] covering
[3] major
[3] challenges

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] invest,education
[9] companies,participate
[9] participate,#sustainable
[9] #sustainable,improve
[9] improve,#education
[9] #education,world
[9] world,gillesvermotd
[9] gillesvermotd,chief
[9] chief,corporate
[9] corporate,citizenship

Top Word Pairs in Tweet in G1:
[5] invest,education
[4] theirworld,gbceducation
[4] great,panel
[4] panel,discussion
[4] discussion,organizations
[4] organizations,committed
[4] committed,increasing
[4] increasing,financing
[4] financing,#earlychildhoodeducation
[4] #earlychildhoodeducation,rewired2021

Top Word Pairs in Tweet in G2:
[5] invest,education
[4] young,people
[4] skills,friendly
[4] big,ideas
[4] ideas,bright
[4] bright,cities
[4] 90,brain
[4] brain,develops
[4] develops,age
[4] age,countries

Top Word Pairs in Tweet in G4:
[9] companies,participate
[9] participate,#sustainable
[9] #sustainable,improve
[9] improve,#education
[9] #education,world
[9] world,gillesvermotd
[9] gillesvermotd,chief
[9] chief,corporate
[9] corporate,citizenship
[9] citizenship,officer

Top Word Pairs in Tweet in G5:
[3] ourworldindata,#uk
[3] #uk,outstanding
[3] outstanding,resources
[3] resources,comprehensive
[3] comprehensive,covering
[3] covering,major
[3] major,challenges
[3] challenges,mixing
[3] mixing,#metachallenge
[3] #metachallenge,cughnews

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gbceducation
@rewired2021
@gillesvermotd
@schneiderelec
@maysajalbout
@theirworld
@sap
@alexploeg
@legofoundation
@vanleergroup

Top Mentioned in G1:
@gbceducation
@rewired2021
@theirworld
@legofoundation
@vanleergroup
@unicef
@unesco
@bracworld
@sesameworkshop
@sap

Top Mentioned in G2:
@rewired2021
@gbceducation
@maysajalbout
@justinvanfleet
@forbes
@yasminesherif1
@dubaicares
@sida
@un
@legofoundation

Top Mentioned in G3:
@dulles_airport
@symply_tacha
@graphicgh
@ameyaw112
@dcculture
@janduplain
@gbceducation
@theghanaweb
@africaupdates

Top Mentioned in G4:
@gillesvermotd
@schneiderelec
@gbceducation

Top Mentioned in G5:
@gbceducation
@cughnews
@peterasinger
@bbcworld
@beingcompassion
@compassionedi
@lordnigelcrisp

Top Mentioned in G6:
@city_ekurhuleni
@constructionnsa
@sanral_za
@gbceducation
@dsbd_sa

Top Mentioned in G7:
@nftbmarket
@emon_frans
@gbceducation
@dhvvya

Top Tweeters
Top Tweeters in Entire Graph:
@africaupdates
@thenurse75
@forbes
@bbcworld
@ameyaw112
@ksdknews
@theghanaweb
@graphicgh
@un
@dell

Top Tweeters in G1:
@ksdknews
@dell
@unicef
@unesco
@amekitmfon
@sap
@deloitte
@sarahbrownuk
@sap4good
@bracworld

Top Tweeters in G2:
@thenurse75
@forbes
@un
@sida
@educannotwait
@yasminesherif1
@dubaicares
@gbceducation
@activistndasadu
@dpworlduae

Top Tweeters in G3:
@africaupdates
@ameyaw112
@theghanaweb
@graphicgh
@dcculture
@symply_tacha
@dulles_airport
@janduplain
@cobimagma
@ghanaembassy_dc

Top Tweeters in G4:
@entreprendre
@mindfuldesserts
@schneiderelec
@dgtalmag
@pierre_seyer
@gillesvermotd
@_aliceliu
@se_foundation
@sdurand__
@lsthms_

Top Tweeters in G5:
@bbcworld
@peterasinger
@keithmartinmd
@cughnews
@lizgrant360
@lordnigelcrisp
@beingcompassion
@ourworldindata
@compassionedi

Top Tweeters in G6:
@city_ekurhuleni
@lookingforza
@sanral_za
@didi_enhle
@dsbd_sa
@constructionnsa

Top Tweeters in G7:
@nftbmarket
@emon_frans
@dhvvya
@nimai78793317
@dinolandgame