The graph represents a network of 1 446 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 Monday, 28 March 2022 at 13:07 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 20-minute period from Sunday, 20 March 2022 at 06:30 UTC to Monday, 28 March 2022 at 12:50 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 : 1446
Unique Edges : 7561
Edges With Duplicates : 13647
Total Edges : 21208
Number of Edge Types : 5
Replies to : 206
Mentions : 2740
MentionsInRetweet : 14652
Retweet : 3566
Tweet : 44
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0,0105027021515244
Reciprocated Edge Ratio : 0,0207870837537841
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 1427
Maximum Edges in a Connected Component : 21186
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,498358
Graph Density : 0,00474282952136188
Modularity : 0,228522
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1 446 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 Monday, 28 March 2022 at 13:07 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 20-minute period from Sunday, 20 March 2022 at 06:30 UTC to Monday, 28 March 2022 at 12:50 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:
[833] retweet,agree [776] educannotwait,yasminesherif1 [767] #educationcannotwait,child [761] yasminesherif1,#sdg4 [601] #ecw,director [425] child,un [380] bmz_bund,fcdoeducation [379] director,yasminesherif1 [362] girls,boys [307] children,adolescents Top Word Pairs in Tweet in G1:
[521] retweet,agree [507] #educationcannotwait,child [452] educannotwait,yasminesherif1 [445] yasminesherif1,#sdg4 [426] #ecw,director [261] girls,boys [260] child,un [258] director,yasminesherif1 [231] children,adolescents [210] protracted,crises Top Word Pairs in Tweet in G2:
[259] educannotwait,yasminesherif1 [249] yasminesherif1,#sdg4 [231] retweet,agree [190] #educationcannotwait,child [141] bmz_bund,fcdoeducation [118] child,un [88] un,sida [80] canadadev,stateprm [72] norwaymfa,educannotwait [58] un,bmz_bund Top Word Pairs in Tweet in G3:
[85] #ecw,director [71] director,yasminesherif1 [40] protracted,crises [38] emergencies,protracted [31] children,adolescents [30] urgently,step [30] step,investments [30] investments,emergencies [30] crises,best [30] best,efforts Top Word Pairs in Tweet in G4:
[52] retweet,agree [44] yasminesherif1,#sdg4 [43] #educationcannotwait,child [36] educannotwait,eaa_foundation [36] eaa_foundation,wbg_education [36] wbg_education,sdg2030 [36] sdg2030,connectaid_int [36] connectaid_int,beeasmarine [34] educannotwait,yasminesherif1 [33] child,un Top Word Pairs in Tweet in G5:
[14] fcdoeducation,ungei [14] ungei,glblctzn [12] agents,change [11] #ecw,director [10] girls,young [10] young,women [10] education,spark [10] spark,ignite [10] ignite,efforts [10] efforts,empower Top Word Pairs in Tweet in G6:
[26] educannotwait,unicef_nigeria [16] interactive,radio [16] radio,instruction [16] instruction,iri [10] office,maiduguri [10] malala,acecharity [10] acecharity,eienigeria [8] idp,camp [8] project,locations [6] pictures,various Top Word Pairs in Tweet in G7:
[4] globaledcluster,educannotwait [4] educannotwait,booksforkidsorg [4] booksforkidsorg,mcchildsbookday [4] mcchildsbookday,worldliteracy [4] worldliteracy,areai4africa [4] areai4africa,literacycoop [4] literacycoop,teach4nigeria [4] teach4nigeria,clil4sdgs [4] clil4sdgs,pwkidsbookshelf [3] educannotwait,kentpage Top Word Pairs in Tweet in G9:
[4] abuni,children [4] children,majority [4] majority,idp [4] idp,families [4] families,coming [4] coming,enrol [4] enrol,school [4] school,lack [4] lack,classrooms [4] classrooms,myrp Top Word Pairs in Tweet in G10:
[8] presofpakistan,eduministrypk [8] eduministrypk,unescoicts [8] unescoicts,unescoisb [8] unescoisb,educannotwait [8] educannotwait,gilmour_wendy [8] gilmour_wendy,cturnerfcdo [8] cturnerfcdo,shafqat_mahmood [8] shafqat_mahmood,shaziaismat [6] pagepakistan,nishatriaz [6] nishatriaz,presofpakistan Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: