The graph represents a network of 964 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, 18 October 2021 at 10:26 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 34-minute period from Saturday, 09 October 2021 at 08:15 UTC to Monday, 18 October 2021 at 09:50 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 : 964
Unique Edges : 2218
Edges With Duplicates : 787
Total Edges : 3005
Number of Edge Types : 5
Retweet : 444
MentionsInRetweet : 1101
Mentions : 1272
Replies to : 114
Tweet : 74
Self-Loops : 80
Reciprocated Vertex Pair Ratio : 0,0286783042394015
Reciprocated Edge Ratio : 0,0557575757575758
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 949
Maximum Edges in a Connected Component : 2988
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,982473
Graph Density : 0,00266607205180905
Modularity : 0,552889
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 964 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, 18 October 2021 at 10:26 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 34-minute period from Saturday, 09 October 2021 at 08:15 UTC to Monday, 18 October 2021 at 09:50 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 : 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:
[85] girls',education [50] education,girl [45] gender,equality [43] #dayofthegirl,#idg2021 [40] reach,potential [39] girls,education [38] raise,hand [37] education,systems [36] carolina,inspiration [36] inspiration,#internationaldayofthegirl Top Word Pairs in Tweet in G1:
[57] girls',education [43] education,girl [38] gender,equality [37] #dayofthegirl,#idg2021 [34] reach,potential [33] raise,hand [32] education,systems [31] carolina,inspiration [31] inspiration,#internationaldayofthegirl [31] #internationaldayofthegirl,raise Top Word Pairs in Tweet in G2:
[18] girls',education [16] fcdogec,gpforeducation [16] gpforeducation,ukaid [16] ukaid,educannotwait [15] piece,girls' [15] education,#blackhistorymonth [15] #blackhistorymonth,thehousemag [15] thehousemag,#bhm2021 [15] #bhm2021,fcdogec [11] gender,stereotypes Top Word Pairs in Tweet in G3:
[6] rbissoonauth,gpforeducation [6] gpforeducation,ungei [5] education,systems [5] du,gpe [4] build,better [4] better,education [4] systems,adversely [4] adversely,affected [4] affected,pandemic [4] pandemic,higher Top Word Pairs in Tweet in G4:
[6] children,action [6] action,warm [6] warm,words [6] words,learning [6] learning,poverty [6] poverty,unicef [6] unicef,save_children [6] save_children,real_centre [6] real_centre,kevin_watkins_ [6] kevin_watkins_,worldbank Top Word Pairs in Tweet in G5:
[11] jpal_africa's,alessiamortara [11] alessiamortara,onyinye [11] onyinye,oguntoye [10] blog,post [9] post,gpforeducation [8] check,blog [8] fcdogec,ungei [8] ungei,worldbankafrica [7] evidence,increase [7] increase,school Top Word Pairs in Tweet in G6:
[2] climatereality,climategroup Top Word Pairs in Tweet in G7:
[5] gpforeducation,wbg_education [3] unesco,gpforeducation [3] thrilled,work [3] work,221men [3] 221men,team [3] team,chemonics [3] chemonics,partners [3] partners,senegal [3] senegal,highlighted [3] highlighted,article Top Word Pairs in Tweet in G8:
[3] malala,malalafund [3] malala,fund [2] gpforeducation,gpe_japan_pr [2] track,record [2] record,malala [2] fund,9billion [2] 9billion,g7 [2] g7,2018 [2] 2018,500million [2] 500million,big Top Word Pairs in Tweet in G9:
[7] dfat,ausambgender [7] un,unwomenaust [7] unwomenaust,unwomenpacific [7] unwomenpacific,unwomenasia [5] ausambgender,gpforeducation [5] gpforeducation,un [4] marisepayne,dfat [2] refugees,refugeesintl [2] marisepayne,gpforeducation [2] gpforeducation,dfat Top Word Pairs in Tweet in G10:
[8] educannotwait,gpforeducation [5] shafqat_mahmood,wajihaqmr [3] fajerrabia,icarlosclavijo [3] icarlosclavijo,shafqat_mahmood [3] wajihaqmr,nishatriaz [3] nishatriaz,zajappa06 [3] zajappa06,m_essjay [3] m_essjay,vobonline [3] vobonline,educannotwait [3] gpforeducation,gokhanumut4 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 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: