The graph represents a network of 1 894 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 Monday, 21 June 2021 at 10:11 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 29-minute period from Saturday, 12 June 2021 at 19:13 UTC to Monday, 21 June 2021 at 09:43 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 : 1894
Unique Edges : 5860
Edges With Duplicates : 2585
Total Edges : 8445
Number of Edge Types : 5
Retweet : 1442
MentionsInRetweet : 3863
Mentions : 2672
Replies to : 385
Tweet : 83
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0,0279612843754801
Reciprocated Edge Ratio : 0,0544014347631146
Connected Components : 6
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1884
Maximum Edges in a Connected Component : 8436
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2,499631
Graph Density : 0,00186620969491892
Modularity : 0,471064
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1 894 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 Monday, 21 June 2021 at 10:11 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 29-minute period from Saturday, 12 June 2021 at 19:13 UTC to Monday, 21 June 2021 at 09:43 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:
[245] 430,million [226] world,leaders [214] poorest,countries [214] #g7uk,#ges2021 [212] world,poorest [211] education,children [208] committed,billion [207] transforming,education [204] g7,meetings [204] meetings,cornwall Top Word Pairs in Tweet in G1:
[84] global,education [81] show,support [81] support,gpe [80] girls,education [76] lasting,change [75] gpe,#fundeducation [72] school,children [71] gpe,funded [71] funded,billion [71] billion,spark Top Word Pairs in Tweet in G2:
[198] poorest,countries [198] #g7uk,#ges2021 [195] 430,million [193] education,children [191] transforming,education [190] world,leaders [190] g7,meetings [190] meetings,cornwall [190] children,world [190] world,poorest Top Word Pairs in Tweet in G3:
[22] globaleducation,gpforeducation [19] educannotwait,gpforeducation [19] mopsezim,ipneducation [19] ipneducation,globaleducation [19] gpforeducation,signsofhopezim [19] signsofhopezim,zimta01 [19] canadadev,gpforeducation [18] children,disabilities [18] rsfawe,canadadev [17] usaid,ungei Top Word Pairs in Tweet in G4:
[31] girls',education [31] g7,gpforeducation [30] malala,g7 [25] million,girls [18] education,funding [18] funding,crisis [18] crisis,vague [18] vague,promises [18] promises,leaders [18] leaders,tomorrow's Top Word Pairs in Tweet in G5:
[13] fatshi13,professeurtony [12] unesco,gpforeducation [12] professeurtony,aminatanamasia [12] aminatanamasia,gpforeducation [12] gpforeducation,banquemondiale [12] banquemondiale,unicefdrc [12] unicefdrc,unescokinshasa [11] world,gpforeducation [11] gpforeducation,wbg_education [11] wbg_education,oecdeduskills Top Word Pairs in Tweet in G6:
[30] gpforeducation,summit [25] girls',education [21] education,ensure [21] ensure,children [17] tomorrow,team [17] team,kenya [17] kenya,hosts [17] hosts,gpforeducation [17] summit,#dayoftheafricanchild [17] #dayoftheafricanchild,asking Top Word Pairs in Tweet in G7:
[27] la,france [20] dans,les [20] les,pays [20] au,gpforeducation [19] des,filles [18] pays,pauvres [16] gpforeducation,pour [15] #g7,en [13] en,pleine [13] pleine,crise Top Word Pairs in Tweet in G8:
[28] resilient,effective [28] iiep_unesco,fcdogovuk [24] education,systems [24] inclusive,resilient [15] systems,worldwide [15] collaboration,unicef [15] unicef,gpforeducation [15] gpforeducation,iiep_unesco [14] children,disabilities [13] systems,inclusive Top Word Pairs in Tweet in G9:
[8] sign,languages [8] chair,hbaldwin [7] 600,million [6] languages,ece [6] ece,programs [6] inclusive,childhood [6] childhood,education [6] 430,million [6] million,gpforeducation [5] gpforeducation,un Top Word Pairs in Tweet in G10:
[14] unicefsomalia,gpforeducation [12] gpforeducation,educannotwait [12] educannotwait,sc_somalia [12] sc_somalia,unicefsomalia [12] lower,primary [12] primary,education [11] moehe,team [11] team,gpforeducation [9] abdiwaliabdulle,saidabdullahide [9] saidabdullahide,unicefsomalia Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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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:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: