The graph represents a network of 9 166 Twitter users whose recent tweets contained "GPforEducation", 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 Tuesday, 03 August 2021 at 09:47 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 44-minute period from Monday, 26 July 2021 at 06:58 UTC to Tuesday, 03 August 2021 at 08:43 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 : 9166
Unique Edges : 29199
Edges With Duplicates : 24134
Total Edges : 53333
Number of Edge Types : 5
Retweet : 8359
MentionsInRetweet : 19094
Mentions : 19923
Replies to : 5760
Tweet : 197
Self-Loops : 293
Reciprocated Vertex Pair Ratio : 0,0175826042639939
Reciprocated Edge Ratio : 0,0345575959933222
Connected Components : 34
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 9123
Maximum Edges in a Connected Component : 53292
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2,262759
Graph Density : 0,000427824597628823
Modularity : 0,394493
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9 166 Twitter users whose recent tweets contained "GPforEducation", 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 Tuesday, 03 August 2021 at 09:47 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 44-minute period from Monday, 26 July 2021 at 06:58 UTC to Tuesday, 03 August 2021 at 08:43 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 : GPforEducation
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:
[2524] global,education [2360] education,summit [1585] borisjohnson,gpforeducation [1184] #ges2021,#raiseyourhand [836] quality,education [833] gpforeducation,global [797] gpforeducation,#ges2021 [666] juliagillardgpe,gpforeducation [655] children,world [650] summit,london Top Word Pairs in Tweet in G1:
[585] global,education [540] education,summit [276] #ges2021,#raiseyourhand [264] borisjohnson,gpforeducation [259] quality,education [245] world,children [238] contribution,gpforeducation [236] better,world [236] gpforeducation,100 [236] 100,million Top Word Pairs in Tweet in G2:
[1277] borisjohnson,gpforeducation [649] juliagillardgpe,gpforeducation [625] borisjohnson,statehousekenya [622] statehousekenya,juliagillardgpe [476] catrionalaing1,gpforeducation [466] global,education [459] education,summit [369] ukinnigeria,mbuhari [322] mbuhari,catrionalaing1 [264] #buildbackbetter,pandemic Top Word Pairs in Tweet in G3:
[555] global,education [431] education,summit [319] #ges2021,#raiseyourhand [237] quality,education [235] gpforeducation,#ges2021 [153] world,leaders [144] gender,equality [143] #ges2021,gpforeducation [142] girls,education [138] gpforeducation,global Top Word Pairs in Tweet in G4:
[358] education,summit [292] global,education [245] president,uhuru [227] uhuru,kenyatta [218] kenya,uk [163] gpforeducation,global [155] excellency,president [144] gpforeducation,summit [120] president,kenyatta [115] official,visit Top Word Pairs in Tweet in G5:
[526] eduministrypk,shafqat_mahmood [379] christineozden,gpforeducation [356] shafqat_mahmood,christineozden [236] saeedghani1,shahramktarakai [170] shafqat_mahmood,saeedghani1 [170] shahramktarakai,wajihaqmr [170] wajihaqmr,gpforeducation [86] gpforeducation,sir [65] ayesham73929634,eduministrypk [62] وفاقی,وزیر Top Word Pairs in Tweet in G6:
[517] global,education [472] education,summit [348] #ges2021,#raiseyourhand [263] uk,kenya [263] summit,london [256] gpforeducation,global [254] vulnerable,countries [203] children,world [159] education,world's [159] world's,vulnerable Top Word Pairs in Tweet in G7:
[147] quality,education [115] access,quality [110] leaders,#fundeducation [103] #fundeducation,gpforeducation [103] gpforeducation,summit [103] summit,tomorrow [102] globe,calling [100] calling,leaders [97] join,#voices4results [95] ensure,access Top Word Pairs in Tweet in G8:
[82] rais,mstaafu [72] gpforeducation,jmkikwete [68] wa,elimu [67] mstaafu,wa [67] wa,tanzania [67] wa,gpforeducation [67] dr,jmkikwete [67] mfumo,wa [66] tanzania,mwenyekiti [66] mwenyekiti,anayefuata Top Word Pairs in Tweet in G9:
[45] hmamelanier,gpforeducation [44] global,education [41] education,summit [28] fcdogec,camfed [28] camfed,johncassim [28] misazimbabwe,gpforeducation [28] gpforeducation,ukinkenya [28] ukinkenya,ukintanzania [28] ukintanzania,ukinzambia [28] ukinzambia,helengrantmp Top Word Pairs in Tweet in G10:
[19] aidanrgallagher,garima_babbar [19] garima_babbar,adobe [19] adobe,tanyaavrith [19] tanyaavrith,benforta [19] benforta,adobeforedu [19] adobeforedu,msclaragalan [10] activate1m1b,adobespark [10] adobespark,aidanrgallagher [10] msclaragalan,sdgaction [10] sdgaction,unyouthenvoy Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: