gbceducation, Twitter, 12/13/2021 11:34:38 AM, 268235


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gbceducation Twitter NodeXL SNA Map and Report for segunda-feira, 13 dezembro 2021 at 11:29 UTC
gbceducation Twitter NodeXL SNA Map and Report for segunda-feira, 13 dezembro 2021 at 11:29 UTC
From:
rdasilva
Uploaded on:
December 13, 2021
Short Description:
gbceducation via NodeXL https://bit.ly/3ylNb94
@gbceducation
@didi_enhle
@justinvanfleet
@theirworld
@sarahbrownuk
@lizgrant360
@sap4good
@alexploeg
@compassionedi
@denisrobson2

Top hashtags:
#youthskills
#unlockbigchange
#smallbusiness
#rewiredsummit
#rewireducation

Description:
Description
The graph represents a network of 78 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, 13 December 2021 at 11:30 UTC.

The tweets in the network were tweeted over the 7-day, 7-hour, 43-minute period from Sunday, 05 December 2021 at 11:00 UTC to Sunday, 12 December 2021 at 18:44 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 : 78
Unique Edges : 169
Edges With Duplicates : 91
Total Edges : 260
Number of Edge Types : 5
Mentions : 92
MentionsInRetweet : 92
Retweet : 35
Replies to : 28
Tweet : 13
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0,0655737704918033
Reciprocated Edge Ratio : 0,123076923076923
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 78
Maximum Edges in a Connected Component : 260
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,142998
Graph Density : 0,0324675324675325
Modularity : 0,322445
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 78 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, 13 December 2021 at 11:30 UTC.

The tweets in the network were tweeted over the 7-day, 7-hour, 43-minute period from Sunday, 05 December 2021 at 11:00 UTC to Sunday, 12 December 2021 at 18:44 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:
[26] https://skillsfriendlycities.org/
[24] https://us02web.zoom.us/webinar/register/WN_WxJ2g0kNTruvq3q-l0piUA
[8] https://www.forbes.com/sites/charlestowersclark/2021/12/07/building-skills-friendly-cities-to-prepare-for-the-future-of-work/?sh=63a7d4681565
[7] https://www.forbes.com/sites/charlestowersclark/2021/12/07/building-skills-friendly-cities-to-prepare-for-the-future-of-work/
[5] https://www.linkedin.com/video/live/urn:li:ugcPost:6874437508332064768/?actorCompanyId=2899157
[4] https://www.thenationalnews.com/world/uk-news/2021/12/09/dozens-of-companies-back-push-to-support-education-ahead-of-dubais-rewired-summit/
[4] https://twitter.com/theirworld/status/1468944342345822210
[4] https://twitter.com/beingcompassion/status/1469333897636950024
[2] http://www.rewired2021.com/rewired-summit-agenda/
[2] https://twitter.com/DeloitteGov/status/1460231122999300099

Top URLs in Tweet in G1:
[25] https://skillsfriendlycities.org/
[24] https://us02web.zoom.us/webinar/register/WN_WxJ2g0kNTruvq3q-l0piUA
[5] https://www.linkedin.com/video/live/urn:li:ugcPost:6874437508332064768/?actorCompanyId=2899157
[2] https://skillsfriendlycities.org/page/the-state-of-us-cities-youth-skills
[2] https://www.forbes.com/sites/charlestowersclark/2021/12/07/building-skills-friendly-cities-to-prepare-for-the-future-of-work/?sh=63a7d4681565
[2] https://www.thenationalnews.com/world/uk-news/2021/12/09/dozens-of-companies-back-push-to-support-education-ahead-of-dubais-rewired-summit/
[2] https://skillsfriendlycities.org/?utm_source=deloitte+&utm_medium=social&utm_campaign=partner&linkId=140180617
[1] https://gbc-education.org/SMEs
[1] https://www.bloomberg.com/news/articles/2021-11-15/a-contest-seeks-local-solutions-for-building-up-successful-youth?utm_campaign=socialflow-organic&utm_content=citylab&utm_medium=social&utm_source=twitter
[1] https://skillsfriendlycities.org/?utm_source=twitter&utm_medium=social

Top URLs in Tweet in G2:
[6] https://www.forbes.com/sites/charlestowersclark/2021/12/07/building-skills-friendly-cities-to-prepare-for-the-future-of-work/
[4] https://www.forbes.com/sites/charlestowersclark/2021/12/07/building-skills-friendly-cities-to-prepare-for-the-future-of-work/?sh=63a7d4681565
[2] https://www.forbes.com/sites/charlestowersclark/2021/12/07/building-skills-friendly-cities-to-prepare-for-the-future-of-work/?sh=3a1d9d311565
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=0cd8d7ab-5c08-11ec-a1df-724558454463&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMS0xNS9hLWNvbnRlc3Qtc2Vla3MtbG9jYWwtc29sdXRpb25zLWZvci1idWlsZGluZy11cC1zdWNjZXNzZnVsLXlvdXRoP3NybmQ9Y2l0eWxhYg==
[1] https://gbc-education.org/youth-with-skills-for-the-future/
[1] https://twitter.com/theirworld/status/1468944342345822210
[1] https://twitter.com/RewirEd2021/status/1469373436057493505
[1] https://skillsfriendlycities.org/
[1] https://twitter.com/DeloitteGov/status/1460231122999300099
[1] https://twitter.com/gbceducation/status/1467921787837157380

Top URLs in Tweet in G3:
[4] https://twitter.com/beingcompassion/status/1469333897636950024
[2] https://twitter.com/JamesPBoardman/status/1468633664758194192
[2] https://lnkd.in/dMDaV-ux?utm_source=twitter&utm_campaign=bett_ep_organic&utm_medium=social
[1] https://gbc-education.org/youth-with-skills-for-the-future/
[1] https://www.forbes.com/sites/charlestowersclark/2021/12/07/building-skills-friendly-cities-to-prepare-for-the-future-of-work/

Top URLs in Tweet in G4:
[3] https://twitter.com/theirworld/status/1468944342345822210
[2] https://www.forbes.com/sites/charlestowersclark/2021/12/07/building-skills-friendly-cities-to-prepare-for-the-future-of-work/?sh=63a7d4681565
[1] https://www.thenationalnews.com/world/uk-news/2021/12/09/dozens-of-companies-back-push-to-support-education-ahead-of-dubais-rewired-summit/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=0d04d1c1-5c08-11ec-9dc8-4158426a5443&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMS0xNS9hLWNvbnRlc3Qtc2Vla3MtbG9jYWwtc29sdXRpb25zLWZvci1idWlsZGluZy11cC1zdWNjZXNzZnVsLXlvdXRoP3NybmQ9Y2l0eWxhYg==
[1] https://twitter.com/gbceducation/status/1467921787837157380
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=011baec2-5c08-11ec-b656-566b6743426a&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMS0xNS9hLWNvbnRlc3Qtc2Vla3MtbG9jYWwtc29sdXRpb25zLWZvci1idWlsZGluZy11cC1zdWNjZXNzZnVsLXlvdXRoP3NybmQ9Y2l0eWxhYg==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=0cef875c-5c08-11ec-b1ad-626a63694966&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMS0xNS9hLWNvbnRlc3Qtc2Vla3MtbG9jYWwtc29sdXRpb25zLWZvci1idWlsZGluZy11cC1zdWNjZXNzZnVsLXlvdXRoP3NybmQ9Y2l0eWxhYg==

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[55] youthskills
[4] unlockbigchange
[3] smallbusiness
[3] rewiredsummit
[2] rewireducation
[2] expo2020
[2] dubai
[2] sap4good
[2] compassion
[2] idpwd2021



Top Hashtags in Tweet in G1:
[44] youthskills
[3] smallbusiness
[2] citygrants
[2] rewiredsummit
[1] idpwd2021
[1] idpwd
[1] csr
[1] esg
[1] smallbusinesses
[1] rewireducation

Top Hashtags in Tweet in G2:
[6] youthskills
[2] skilling
[2] workplace
[1] unlockbigchange
[1] rewired2021
[1] dubaiexpo
[1] rewiredsummit
[1] rewireducation
[1] expo2020
[1] dubai

Top Hashtags in Tweet in G3:
[2] compassion
[2] bett
[2] bett2022

Top Hashtags in Tweet in G4:
[5] youthskills
[3] unlockbigchange
[2] sap4good

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[25] big,ideas
[25] ideas,bright
[25] bright,cities
[23] cities,challenge
[22] future,work
[22] challenge,city
[21] heard,grant
[21] grant,cities
[21] 100k,#youthskills
[21] #youthskills,initiatives

Top Word Pairs in Tweet in G1:
[22] challenge,city
[21] heard,grant
[21] grant,cities
[21] 100k,#youthskills
[21] #youthskills,initiatives
[21] initiatives,info
[21] info,wednesday
[21] wednesday,like
[21] like,invite
[21] invite,colleagues

Top Word Pairs in Tweet in G2:
[13] future,work
[11] ctowersclark,forbes
[7] cities,challenge
[7] youth,skills
[7] cities,prepare
[7] prepare,future
[6] big,ideas
[6] ideas,bright
[6] bright,cities
[6] interest,youth

Top Word Pairs in Tweet in G3:
[4] remarkable,centre
[4] centre,offers
[4] offers,training
[4] training,compassionate
[4] compassionate,leadership
[4] leadership,resources
[4] resources,insights
[4] insights,check
[4] check,beingcompassion
[4] beingcompassion,skills

Top Word Pairs in Tweet in G4:
[5] big,ideas
[5] ideas,bright
[5] bright,cities
[5] cities,challenge
[4] gbceducation,big
[4] team,theirworld
[4] theirworld,gbceducation
[3] future,work
[3] build,brighter
[3] brighter,future

Top Replied-To
Top Replied-To in Entire Graph:
@sarahbrownuk
@orangechewit
@portlandgov
@washingtondc
@cityofseattle
@sfgov
@columbusgov
@cityofsanjose
@cosagov
@philadelphiagov

Top Replied-To in G1:
@ourmayors
@usmayors
@leagueofcities
@kyleaguecities
@ricitiestowns
@oregoncities
@vermontleague
@usblackchambers
@ushcc
@natlgovsassoc

Top Replied-To in G2:
@sarahbrownuk

Top Replied-To in G3:
@sarahbrownuk

Top Replied-To in G4:
@justinvanfleet

Top Replied-To in G5:
@lookingforza

Top Mentioned
Top Mentioned in Entire Graph:
@gbceducation
@forbes
@ctowersclark
@justinvanfleet
@theirworld
@deloitte
@thenationalnews
@citylab
@sarahbrownuk
@beingcompassion

Top Mentioned in G1:
@gbceducation
@forbes
@justinvanfleet
@ctowersclark
@commit2dallas
@drc
@theirworld
@thenationalnews
@mauacapital
@citylab

Top Mentioned in G2:
@gbceducation
@ctowersclark
@forbes
@justinvanfleet
@theirworld
@deloitte
@delltech
@thenationalnews
@expo2020dubai
@rewired2021

Top Mentioned in G3:
@gbceducation
@beingcompassion
@compassionedi
@lordnigelcrisp
@theirworld
@justinvanfleet
@ctowersclark
@forbes
@sarahbrownuk
@edinburghuni

Top Mentioned in G4:
@gbceducation
@theirworld
@citylab
@ctowersclark
@forbes
@sap
@alexploeg
@thenationalnews
@justinvanfleet
@deloitte

Top Mentioned in G5:
@city_ekurhuleni
@constructionnsa
@sanral_za
@gbceducation
@dsbd_sa

Top Tweeters
Top Tweeters in Entire Graph:
@forbes
@thenationalnews
@shukes69
@thewhitespike
@citylab
@dell
@alisonkmcc
@city_ekurhuleni
@welshope
@philadelphiagov

Top Tweeters in G1:
@philadelphiagov
@washingtondc
@usedgov
@naturbanleague
@leagueofcities
@natlgovsassoc
@columbusgov
@drc
@deloittegov
@commit2dallas

Top Tweeters in G2:
@forbes
@thenationalnews
@shukes69
@thewhitespike
@welshope
@expo2020dubai
@benedictjoson
@cengagelearning
@philipcontini
@issy_van_rand

Top Tweeters in G3:
@dell
@alisonkmcc
@bett_show
@sarahbrownuk
@julesstorr
@edinburghuni
@denisrobson2
@lizgrant360
@lordnigelcrisp
@beingcompassion

Top Tweeters in G4:
@citylab
@amekitmfon
@sap
@deloitte
@sap4good
@tamaraboxrs
@theirworld
@activistndasadu
@delltech
@alexploeg

Top Tweeters in G5:
@city_ekurhuleni
@lookingforza
@sanral_za
@didi_enhle
@dsbd_sa
@constructionnsa


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