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gbceducation Twitter NodeXL SNA Map and Report for segunda-feira, 24 janeiro 2022 at 10:23 UTC (experimental version)
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From:
rdasilva
Uploaded on:
January 24, 2022
Short Description:
gbceducation via NodeXL https://bit.ly/347YRkU
@gbceducation
@maragitado
@theirworld
@jamiraburley
@gpforeducation
@wilmshursteuan
@legofoundation
@youthspeakdurm
@honolulugov
@mayormemphis

Top hashtags:
#youthskills
#mlkday2022
#education
#smallbusiness
#ff
#hiring

Description:
Description
The graph represents a network of 91 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, 24 January 2022 at 10:24 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 39-minute period from Sunday, 16 January 2022 at 11:19 UTC to Sunday, 23 January 2022 at 10:58 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 : 91
Unique Edges : 110
Edges With Duplicates : 19
Total Edges : 129
Number of Edge Types : 5
Replies to : 48
Mentions : 37
MentionsInRetweet : 18
Retweet : 17
Tweet : 9
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0,0754716981132075
Reciprocated Edge Ratio : 0,140350877192982
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 89
Maximum Edges in a Connected Component : 128
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1,971735
Graph Density : 0,0139194139194139
Modularity : 0,30862
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 91 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, 24 January 2022 at 10:24 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 39-minute period from Sunday, 16 January 2022 at 11:19 UTC to Sunday, 23 January 2022 at 10:58 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:
[34] https://skillsfriendlycities.org?utm_source=twitter_city&utm_medium=social
[24] https://skillsfriendlycities.org/
[5] https://gbc-education.org/impact-in-education-in-2022-lessons-from-our-partners/?akid=9375.369751.Aw1G2N&rd=1&t=4
[3] https://skillsfriendlycities.org/apply
[2] https://skillsfriendlycities.org?utm_source=twitter_city&utm_medium=socialat
[2] https://theirworld.org/news/time-to-trust-in-young-people-and-invest-in-their-education?utm_source=twitter&utm_medium=social
[2] https://skillsfriendlycities.org/page/the-state-of-us-cities-youth-skills
[2] https://dy.si/PtxJsB2
[1] https://www.youtube.com/watch?v=QVCEF22Nfng&t=2s

[1] https://gbc-education.org/SMEs

Top URLs in Tweet in G1:
[34] https://skillsfriendlycities.org?utm_source=twitter_city&utm_medium=social
[19] https://skillsfriendlycities.org/
[3] https://skillsfriendlycities.org/apply
[2] https://skillsfriendlycities.org?utm_source=twitter_city&utm_medium=socialat
[1] https://gbc-education.org/careers
[1] https://skillsfriendlycities.org/page/the-state-of-us-cities-youth-skills
[1] https://gbc-education.org/impact-in-education-in-2022-lessons-from-our-partners/?akid=9375.369751.Aw1G2N&rd=1&t=4
[1] https://theirworld.org/news/time-to-trust-in-young-people-and-invest-in-their-education?utm_source=twitter&utm_medium=social
[1] https://gbc-education.org/SMEs
[1] https://www.youtube.com/watch?v=QVCEF22Nfng&t=2s


Top URLs in Tweet in G2:
[1] https://theirworld.org/news/20-years-of-theirworld-20-key-moments-in-our-story?akid=9486.342713.tT3eER&rd=1&t=7&utm_medium=email&utm_source=newsletter
[1] https://theirworld.org/news/time-to-trust-in-young-people-and-invest-in-their-education?utm_source=twitter&utm_medium=social
[1] https://skillsfriendlycities.org/page/the-state-of-us-cities-youth-skills

Top URLs in Tweet in G3:
[4] https://gbc-education.org/impact-in-education-in-2022-lessons-from-our-partners/?akid=9375.369751.Aw1G2N&rd=1&t=4

Top URLs in Tweet in G4:
[5] https://skillsfriendlycities.org/

Top URLs in Tweet in G5:
[1] https://twitter.com/gbceducation/status/1481310007001956352

Top URLs in Tweet in G6:
[2] https://dy.si/PtxJsB2

Top Domains
Top Domains in Tweet in Entire Graph:
[65] skillsfriendlycities.org
[7] gbc-education.org
[3] theirworld.org
[3] dy.si
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G1:
[59] skillsfriendlycities.org
[3] gbc-education.org
[1] theirworld.org
[1] youtube.com
[1] dy.si

Top Domains in Tweet in G2:
[2] theirworld.org
[1] skillsfriendlycities.org

Top Domains in Tweet in G3:
[4] gbc-education.org

Top Domains in Tweet in G4:
[5] skillsfriendlycities.org

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[2] dy.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[69] youthskills
[4] mlkday2022
[2] education
[1] smallbusiness
[1] ff
[1] hiring
[1] ece



Top Hashtags in Tweet in G1:
[61] youthskills
[3] mlkday2022
[1] ece
[1] hiring
[1] education
[1] smallbusiness

Top Hashtags in Tweet in G2:
[1] education
[1] youthskills
[1] mlkday2022
[1] ff

Top Hashtags in Tweet in G4:
[5] youthskills

Top Hashtags in Tweet in G6:
[2] youthskills

Top Words
Top Words in Tweet in Entire Graph:
[69] ideas
[69] #youthskills
[65] challenge
[64] cities
[59] apply
[58] 100k
[57] big
[57] grants
[56] bright
[51] receive

Top Words in Tweet in G1:
[61] #youthskills
[59] ideas
[58] challenge
[53] 100k
[53] grants
[51] apply
[50] cities
[50] proposals
[50] receive
[46] big

Top Words in Tweet in G2:
[6] cities
[5] gbceducation
[4] theirworld
[4] big
[4] community
[4] youth
[4] skills
[3] help
[3] gain
[3] evolving

Top Words in Tweet in G3:
[4] 2022
[4] starts
[4] businesses
[4] reevaluate
[4] better
[4] support
[4] education
[4] legofoundation
[4] wilmshursteuan
[4] companies

Top Words in Tweet in G4:
[6] cities
[5] gbceducation
[5] #youthskills
[5] 100k
[5] apply
[5] big
[5] ideas
[5] bright
[5] challenge
[5] jan

Top Words in Tweet in G6:
[4] help
[2] deloitte
[2] proud
[2] support
[2] gbceducation
[2] #youthskills
[2] initiative
[2] spotlighting
[2] big
[2] ideas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[57] 100k,grants
[56] big,ideas
[56] ideas,bright
[56] bright,cities
[52] cities,challenge
[51] receive,100k
[37] local,#youthskills
[36] great,applicant
[36] applicant,big
[36] challenge,proposals

Top Word Pairs in Tweet in G1:
[53] 100k,grants
[50] receive,100k
[46] big,ideas
[46] ideas,bright
[46] bright,cities
[45] cities,challenge
[37] local,#youthskills
[36] great,applicant
[36] applicant,big
[36] challenge,proposals

Top Word Pairs in Tweet in G2:
[3] help,youth
[3] youth,gain
[3] gain,skills
[3] skills,evolving
[3] evolving,workforce
[3] workforce,gbceducation
[3] gbceducation,asking
[3] asking,community
[3] community,organisations
[3] organisations,city

Top Word Pairs in Tweet in G3:
[4] 2022,starts
[4] starts,businesses
[4] businesses,reevaluate
[4] reevaluate,better
[4] better,support
[4] support,education
[4] education,legofoundation
[4] legofoundation,wilmshursteuan
[4] wilmshursteuan,companies
[4] companies,offer

Top Word Pairs in Tweet in G4:
[5] big,ideas
[5] ideas,bright
[5] bright,cities
[5] cities,challenge
[5] jan,31
[4] build,brighter
[4] brighter,future
[4] future,youth
[4] youth,city
[4] city,helping

Top Word Pairs in Tweet in G6:
[2] deloitte,proud
[2] proud,help
[2] help,support
[2] support,gbceducation
[2] gbceducation,#youthskills
[2] #youthskills,initiative
[2] initiative,spotlighting
[2] spotlighting,big
[2] big,ideas
[2] ideas,bright

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gbceducation
@legofoundation
@wilmshursteuan
@theirworld
@justinvanfleet
@bruceforseattle
@mayorofsanjuan
@mayorcantrell
@jacob_frey
@karenkgoh

Top Mentioned in G1:
@gbceducation
@legofoundation
@wilmshursteuan
@theirworld
@justinvanfleet
@tishaura
@cityofboston
@cityofboise
@ron_nirenberg
@mayorkaufusi

Top Mentioned in G2:
@gbceducation
@theirworld
@justinvanfleet
@sarahbrownuk

Top Mentioned in G3:
@legofoundation
@wilmshursteuan
@gbceducation

Top Mentioned in G4:
@gbceducation

Top Mentioned in G5:
@disd_ptech_echs

Top Mentioned in G6:
@gbceducation

Top Tweeters
Top Tweeters in Entire Graph:
@maragitado
@marianatrobosky
@jamiraburley
@cityoflasvegas
@ants012369
@philadelphiagov
@washingtondc
@visitmusiccity
@gpforeducation
@missedwardsclt

Top Tweeters in G1:
@cityoflasvegas
@philadelphiagov
@washingtondc
@visitmusiccity
@tishaura
@tennerick
@usedgov
@cityofboston
@austintexasgov
@cityofnola

Top Tweeters in G2:
@maragitado
@tracey_woodward
@sarahbrownuk
@theirworld
@educommission
@justinvanfleet

Top Tweeters in G3:
@marianatrobosky
@gpforeducation
@abalbrectsen
@legofoundation
@wilmshursteuan

Top Tweeters in G4:
@jamiraburley
@ants012369
@missedwardsclt
@citiesunited

Top Tweeters in G5:
@thetaylor_s
@disd_ptech_echs

Top Tweeters in G6:
@mypicture
@ibabaabubakar


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