The graph represents a network of 885 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, 01 November 2021 at 21:35 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 14-minute period from Sunday, 24 October 2021 at 02:50 UTC to Monday, 01 November 2021 at 21:05 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 : 885
Unique Edges : 2307
Edges With Duplicates : 2330
Total Edges : 4637
Number of Edge Types : 5
Retweet : 428
MentionsInRetweet : 1368
Mentions : 2525
Tweet : 42
Replies to : 274
Self-Loops : 50
Reciprocated Vertex Pair Ratio : 0,0179910044977511
Reciprocated Edge Ratio : 0,0353460972017673
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 882
Maximum Edges in a Connected Component : 4634
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2,927313
Graph Density : 0,00347163637293248
Modularity : 0,434954
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 885 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, 01 November 2021 at 21:35 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 14-minute period from Sunday, 24 October 2021 at 02:50 UTC to Monday, 01 November 2021 at 21:05 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:
[2062] biafra,biafra [111] helengrantmp,gpforeducation [111] gpforeducation,nigeducation [111] unhcrwestafrica,gillatkinson11 [111] gillatkinson11,perlnigeria [111] perlnigeria,defenceinfong [111] defenceinfong,fcdogovuk [111] fcdogovuk,fcdoeducation [106] ukinnigeria,catrionalaing1 [88] catrionalaing1,helengrantmp Top Word Pairs in Tweet in G1:
[40] education,systems [27] lottemachon,danishmfa [25] education,backbone [25] backbone,future [25] future,#afghanistan [25] #afghanistan,funding [25] funding,gpforeducation [25] gpforeducation,unicefafg [25] unicefafg,ground [25] ground,support Top Word Pairs in Tweet in G2:
[18] girlsnotbrides,vowforgirls [16] #educationforall,girlsnotbrides [14] young,people [12] gpforeducation,edgefunders [11] girlsnotbrides,gpchildmarriage [10] gpchildmarriage,gpforeducation [9] education,refugee [9] refugee,settlements [9] settlements,young [9] people,learn Top Word Pairs in Tweet in G3:
[2062] biafra,biafra [111] helengrantmp,gpforeducation [111] gpforeducation,nigeducation [111] unhcrwestafrica,gillatkinson11 [111] gillatkinson11,perlnigeria [111] perlnigeria,defenceinfong [111] defenceinfong,fcdogovuk [111] fcdogovuk,fcdoeducation [106] ukinnigeria,catrionalaing1 [88] catrionalaing1,helengrantmp Top Word Pairs in Tweet in G4:
[4] primary,school [2] teaching,president [2] president,emmanuelmacron [2] emmanuelmacron,france [2] france,president [2] president,macky_sall [2] macky_sall,senegal [2] senegal,dj [2] dj,glblctzn [2] glblctzn,gpforeducation Top Word Pairs in Tweet in G5:
[2] neaarts,gpforeducation [2] gpforeducation,repstl Top Word Pairs in Tweet in G6:
[3] world,listen [3] listen,melodic [3] melodic,laughters [3] laughters,children [3] children,playing [3] playing,natural [3] natural,play [3] play,ground [3] ground,rogerfedererfdn [3] rogerfedererfdn,beautiful Top Word Pairs in Tweet in G7:
[7] helengrantmp,jayshankar_lal [7] jayshankar_lal,gpforeducation [7] gpforeducation,alicealbright [7] malala,gretathunberg [7] gretathunberg,vanessa_vash [7] vanessa_vash,kaohua3 [7] kaohua3,patriciakombo [7] patriciakombo,chitkwesumanetu [7] chitkwesumanetu,elizabethmay [7] elizabethmay,lizwathuti Top Word Pairs in Tweet in G8:
[9] au_cieffa,gpforeducation [8] #africaeducatesher,#youthlead [8] presidence_rdc,auchair2021 [5] gpforeducation,_africanunion [5] _africanunion,auchair2021 [4] tanzanie,liberia [4] liberia,nigeria [4] nigeria,sierra [4] sierra,leone [4] leone,rdc Top Word Pairs in Tweet in G9:
[13] wbg_education,supported [12] gpforeducation,wbg_education [9] large,investments [8] gpe,wbg_education [7] investments,#earlychildhood [6] govuz,large [6] #earlychildhood,#education [6] #education,#children [6] #children,attended [6] attended,#preschool Top Word Pairs in Tweet in G10:
[6] gpforeducation,itskamala [6] coming,5th [6] 5th,annual [6] annual,sadc [6] sadc,industrialisation [6] industrialisation,week [6] week,22 [6] 22,26 [6] 26,nov [6] nov,2021 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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 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: