The graph represents a network of 1 441 Twitter users whose recent tweets contained "EduCannotWait", 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 10:07 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 22-minute period from Monday, 08 November 2021 at 10:22 UTC to Wednesday, 17 November 2021 at 09:44 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
Vertices : 1441
Unique Edges : 7383
Edges With Duplicates : 16588
Total Edges : 23971
Number of Edge Types : 5
Retweet : 3972
MentionsInRetweet : 16824
Mentions : 2900
Replies to : 223
Tweet : 52
Self-Loops : 77
Reciprocated Vertex Pair Ratio : 0,0122893954410307
Reciprocated Edge Ratio : 0,0242803994517329
Connected Components : 16
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 1419
Maximum Edges in a Connected Component : 23946
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2,532658
Graph Density : 0,00492231475055903
Modularity : 0,22795
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1 441 Twitter users whose recent tweets contained "EduCannotWait", 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 10:07 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 22-minute period from Monday, 08 November 2021 at 10:22 UTC to Wednesday, 17 November 2021 at 09:44 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 : EduCannotWait
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[1148] #educationcannotwait,child [1135] retweet,agree [1135] educannotwait,yasminesherif1 [1128] yasminesherif1,#sdg4 [1096] child,un [785] un,fcdoeducation [541] fcdoeducation,bmz_bund [405] quality,education [397] sida,educannotwait [308] #ecw,director Top Word Pairs in Tweet in G1:
[581] #educationcannotwait,child [577] yasminesherif1,#sdg4 [562] educannotwait,yasminesherif1 [558] retweet,agree [538] child,un [385] un,fcdoeducation [343] quality,education [262] fcdoeducation,bmz_bund [255] #ecw,director [251] director,yasminesherif1 Top Word Pairs in Tweet in G2:
[518] retweet,agree [514] educannotwait,yasminesherif1 [509] #educationcannotwait,child [504] child,un [497] yasminesherif1,#sdg4 [365] un,fcdoeducation [255] fcdoeducation,bmz_bund [185] sida,educannotwait [132] bmz_bund,canadadev [131] stateprm,norwaymfa Top Word Pairs in Tweet in G3:
[56] retweet,agree [56] #educationcannotwait,child [56] educannotwait,yasminesherif1 [53] yasminesherif1,#sdg4 [52] child,un [27] un,fcdoeducation [19] quality,education [19] kentpage,educannotwait [18] #ecw,director [17] director,yasminesherif1 Top Word Pairs in Tweet in G4:
[12] educannotwait,canadadev [12] canadadev,eu_echo [12] kfw_fz_int,bmz_bund [12] bmz_bund,norwayinsomalia [11] working,govt [11] govt,partners [11] partners,ensure [11] ensure,children [11] children,#somalia [11] #somalia,incl Top Word Pairs in Tweet in G5:
[2] unesco,educannotwait Top Word Pairs in Tweet in G6:
[3] 10downingstreet,labouranimalrg [3] labouranimalrg,conservativeawf [3] conservativeawf,educannotwait [3] educannotwait,teachers_animal [3] teachers_animal,usnewseducation [3] usnewseducation,antifoxhunting [3] ukmoments,humanity [3] humanity,ladyfreethinker [3] ladyfreethinker,petauk [2] hertshuntsabs,think Top Word Pairs in Tweet in G7:
[3] #drc,#climatechanges [3] #climatechanges,affects [3] affects,children [3] children,food [3] food,education [3] education,buildings [3] buildings,butembo [3] butembo,erosion [3] erosion,destroyed [3] destroyed,road Top Word Pairs in Tweet in G8:
[14] onuecuador,acnurecuador [14] acnurecuador,educannotwait [12] situación,de [12] de,vulnerabilidad [11] la,vida [11] una,situación [10] en,la [10] educacion_ec,onuecuador [9] todas,todos [9] todos,podemos Top Word Pairs in Tweet in G9:
[2] uniofoxford,refugeestudies [2] refugeestudies,educannotwait [2] educannotwait,andonismarden [2] andonismarden,worlduniservice [2] worlduniservice,migrationke [2] migrationke,oneyoungworld [2] oneyoungworld,oxfamibis [2] oxfamibis,cansouthsudan [2] cansouthsudan,khamisawani [2] khamisawani,refugeesafrica Top Word Pairs in Tweet in G10:
[3] unicefuganda,ivaniug [3] ivaniug,kentpage [3] kentpage,educannotwait [3] educannotwait,jackiearinda [3] jackiearinda,sadafkh12 [3] sadafkh12,mastercardfdn [3] mastercardfdn,educ_sportsug [3] educ_sportsug,undpuganda [3] undpuganda,unfpa [3] educannotwait,kentpage Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: