The graph represents a network of 1 671 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 Wednesday, 27 April 2022 at 09:44 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 38-minute period from Tuesday, 19 April 2022 at 09:30 UTC to Wednesday, 27 April 2022 at 09:08 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 : 1671
Unique Edges : 5857
Edges With Duplicates : 11789
Total Edges : 17646
Number of Edge Types : 5
Retweet : 3303
MentionsInRetweet : 12631
Mentions : 1560
Replies to : 101
Tweet : 51
Self-Loops : 63
Reciprocated Vertex Pair Ratio : 0,00920942470996292
Reciprocated Edge Ratio : 0,0182507703247215
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1668
Maximum Edges in a Connected Component : 17644
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,421097
Graph Density : 0,00302375500345807
Modularity : 0,28964
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1 671 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 Wednesday, 27 April 2022 at 09:44 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 38-minute period from Tuesday, 19 April 2022 at 09:30 UTC to Wednesday, 27 April 2022 at 09:08 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:
[2951] globaleducation,gemreport [2951] gemreport,gpforeducation [2951] gpforeducation,osfeducation [2465] #childrenoftigray,school [2304] right,education [2297] children,right [2292] school,global [2292] global,movement [2292] movement,children [2292] education,#endtigraysiege Top Word Pairs in Tweet in G1:
[2837] globaleducation,gemreport [2837] gemreport,gpforeducation [2837] gpforeducation,osfeducation [2365] #childrenoftigray,school [2195] school,global [2195] global,movement [2195] movement,children [2195] children,right [2195] right,education [2195] education,#endtigraysiege Top Word Pairs in Tweet in G2:
[40] 9è,af [30] youth,leader [28] young,people [27] young,women [26] youth,forum [26] forum,#sdg4 [24] unecosoc,youth [24] #sdg4,breakout [24] breakout,session [24] #transformingeducation,#empowereducation Top Word Pairs in Tweet in G3:
[87] globaleducation,gemreport [87] gemreport,gpforeducation [87] gpforeducation,osfeducation [74] #childrenoftigray,school [73] right,education [71] school,global [71] global,movement [71] movement,children [71] children,right [71] education,#endtigraysiege Top Word Pairs in Tweet in G4:
[16] kixafrica19hub,kixafrique21 [12] idrc_crdi,gpforeducation [11] improve,education [11] education,child [11] child,#datamustspeak [11] #datamustspeak,positive [11] positive,deviance [11] deviance,#research [11] #research,identify [11] identify,scale Top Word Pairs in Tweet in G5:
[9] unesco,educannotwait [8] unicef_nigeria,macfound [8] macfound,skollfoundation [8] skollfoundation,gatesafrica [8] gatesafrica,rockefellerfdn [8] rockefellerfdn,gpforeducation [8] gpforeducation,educommission [8] educommission,canadaun [8] canadaun,unesco [6] alternative,school Top Word Pairs in Tweet in G7:
[14] fonds,commun [14] commun,sectoriel [14] sectoriel,de [11] la,france [11] ddcniger,#luxdev [11] #luxdev,norwaymfa [11] partenariat,mondial [11] mondial,pour [11] pour,education [11] education,gpforeducation Top Word Pairs in Tweet in G8:
[3] sanwatforall,unicefwater [3] water,wateraid [3] wateraid,henkovink [3] henkovink,cop26 [3] cop26,waterforpeople [3] waterforpeople,gpforeducation [3] gpforeducation,un_pga [3] un_pga,globalcompact [2] unicefwater,water [2] globalcompact,great Top Word Pairs in Tweet in G9:
[5] leaderschampion,kondelec [5] kondelec,manyattabsjc [5] manyattabsjc,sherineomondi [5] sherineomondi,imweno_max [5] imweno_max,jijengeyouthorg [5] jijengeyouthorg,cwealthstudents [5] cwealthstudents,angie_nambiro [5] angie_nambiro,iefgnetwork [5] iefgnetwork,gpforeducation [5] gpforeducation,winam_sjc Top Word Pairs in Tweet in G10:
[4] mobsse_sl,plansle1 [3] meaningful,safe [3] safe,youth [3] youth,engagement [3] engagement,requires [3] requires,commitment [3] commitment,flexibility [3] flexibility,yonanestel [3] yonanestel,gpforeducation [3] gpforeducation,dsengeh 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 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:
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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: