The graph represents a network of 1 963 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, 17 May 2021 at 13:19 UTC.
The tweets in the network were tweeted over the 7-day, 16-hour, 19-minute period from Sunday, 09 May 2021 at 20:43 UTC to Monday, 17 May 2021 at 13:02 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 : 1963
Unique Edges : 6696
Edges With Duplicates : 2583
Total Edges : 9279
Number of Edge Types : 5
Retweet : 1423
MentionsInRetweet : 4292
Mentions : 3073
Replies to : 449
Tweet : 42
Self-Loops : 47
Reciprocated Vertex Pair Ratio : 0,0115430542656229
Reciprocated Edge Ratio : 0,0228226652675761
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1963
Maximum Edges in a Connected Component : 9279
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,406634
Graph Density : 0,00197953682369503
Modularity : 0,501849
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1 963 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, 17 May 2021 at 13:19 UTC.
The tweets in the network were tweeted over the 7-day, 16-hour, 19-minute period from Sunday, 09 May 2021 at 20:43 UTC to Monday, 17 May 2021 at 13:02 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:
[399] gpforeducation,bmz_bund [379] bmz_bund,malalafund [368] malala,juliagillardgpe [319] girls',education [308] join,#raiseyourhand [308] #raiseyourhand,education [306] secondary,school [306] winnie_byanyima,gpforeducation [303] education,19 [297] malalafund,#raiseyourhand Top Word Pairs in Tweet in G1:
[371] gpforeducation,bmz_bund [351] bmz_bund,malalafund [347] malala,juliagillardgpe [280] maria,flachsbarth [280] malalafund,#raiseyourhand [278] girls',education [278] education,19 [277] #raiseyourhand,support [277] support,education [277] 19,malala Top Word Pairs in Tweet in G2:
[58] girls,education [52] global,education [51] education,summit [47] gpforeducation,global [44] quality,education [39] #raiseyourhand,#fundeducation [39] uk,kenya [37] action,plan [37] kenya,gpforeducation [36] uk,launched Top Word Pairs in Tweet in G3:
[116] pledge,600m [113] borisjohnson,statehousekenya [104] global,education [89] #reversethecuts,pledge [88] education,summit [87] primary,school [78] juliagillard,gpforeducation [74] statehousekenya,juliagillard [74] gpforeducation,10downingstreet [69] world,leaders Top Word Pairs in Tweet in G4:
[282] winnie_byanyima,gpforeducation [281] #raiseyourhand,education [272] girls,complete [272] complete,secondary [272] secondary,school [272] school,risk [272] risk,hiv [272] hiv,reduced [272] reduced,50 [272] 50,education Top Word Pairs in Tweet in G5:
[13] worldbank,gpforeducation [12] shafqat_mahmood,drmuradpti [12] drmuradpti,gemreport [12] gemreport,asad_umar [12] asad_umar,shahramktarakai [12] shahramktarakai,unicef_pakistan [12] unicef_pakistan,urduvoa [12] urduvoa,gpforeducation [12] gpforeducation,uninpak [11] gpforeducation,unicef Top Word Pairs in Tweet in G6:
[46] imperialcollege,imperialciveng [46] imperialciveng,eduminkenya [46] eduminkenya,gpforeducation [46] gpforeducation,pasu_kenya [46] pasu_kenya,statehousekenya [46] statehousekenya,ambmkamau [46] ambmkamau,jamesmacharia_ [46] jamesmacharia_,agmutambo [46] oburrows,waijk [43] agmutambo,olivermathenge Top Word Pairs in Tweet in G7:
[7] stefanodecupis,adamrogers2030 [7] adamrogers2030,joinismail [7] joinismail,sallyeaves [7] sallyeaves,olumideidowu [7] olumideidowu,gaellemogli [7] gaellemogli,akwyz [7] akwyz,matthburkhalter [7] matthburkhalter,kentpage [7] kentpage,arikring [7] arikring,haroldsinnott Top Word Pairs in Tweet in G8:
[6] speaking,ukparliament [6] ukparliament,ipned [6] ipned,co [6] co,chair [6] chair,chair [6] chair,appgglobaled [6] appgglobaled,hbaldwin [6] hbaldwin,asks [6] asks,uk [6] uk,government Top Word Pairs in Tweet in G9:
[3] #didyouknow,#endfgm [3] #endfgm,2030 [3] 2030,prioritize [3] prioritize,access [3] access,education [3] education,girl [3] girl,#childmarriage [3] #childmarriage,#fgm [3] #fgm,#tellingherstory [3] #tellingherstory,gpchildmarriage Top Word Pairs in Tweet in G10:
[6] #folks,#sadcyouth [6] #sadcyouth,team [6] team,rich [6] rich,country [6] country,director [6] director,comoros [6] comoros,sylvaarmel [6] sylvaarmel,rep [6] rep,gpforeducation [6] gpforeducation,team 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:
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Top Tweeters in G9:
Top Tweeters in G10: