The graph represents a network of 1 946 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, 09 August 2021 at 08:00 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 12-minute period from Sunday, 01 August 2021 at 08:36 UTC to Monday, 09 August 2021 at 06:49 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 : 1946
Unique Edges : 5117
Edges With Duplicates : 2886
Total Edges : 8003
Number of Edge Types : 5
Replies to : 591
Mentions : 3004
Retweet : 1059
MentionsInRetweet : 3273
Tweet : 76
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0,0187043019894576
Reciprocated Edge Ratio : 0,0367217492906026
Connected Components : 13
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1927
Maximum Edges in a Connected Component : 7983
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2,699403
Graph Density : 0,00158283949410431
Modularity : 0,499536
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1 946 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, 09 August 2021 at 08:00 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 12-minute period from Sunday, 01 August 2021 at 08:36 UTC to Monday, 09 August 2021 at 06:49 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:
[165] global,education [152] education,summit [132] quality,education [100] borisjohnson,gpforeducation [93] #raiseyourhand,#fundeducation [79] girls,education [76] #ges2021,#raiseyourhand [62] bmz_bund,gpforeducation [61] covid,19 [61] gpforeducation,#ges2021 Top Word Pairs in Tweet in G1:
[62] bmz_bund,gpforeducation [47] sommet,mondial [43] mondial,sur [40] quality,education [38] #raiseyourhand,#fundeducation [34] global,education [33] de,qualité [32] education,summit [32] sur,éducation [30] du,sommet Top Word Pairs in Tweet in G2:
[90] borisjohnson,gpforeducation [63] global,education [62] education,summit [38] children,world [38] statehousekenya,10downingstreet [38] 10downingstreet,fcdogovuk [38] fcdogovuk,borisjohnson [37] millions,children [36] borisjohnson,statehousekenya [31] #buildbackbetter,pandemic Top Word Pairs in Tweet in G3:
[28] girls,education [28] #raiseyourhand,#fundeducation [27] covid,19 [24] sierra,leone [23] quality,education [22] 19,grant [20] #sierraleone,support [20] support,emergency [20] emergency,covid [20] grant,gpforeducation Top Word Pairs in Tweet in G4:
[19] global,education [19] gpforeducation,#ges2021 [16] de,la [16] neo,colonial [16] colonial,aid [16] aid,reflections [16] reflections,gpforeducation [16] #ges2021,actionaid [16] actionaid,sec [16] sec,gen Top Word Pairs in Tweet in G5:
[47] canadadev,canadainindia [28] canadainindia,gpforeducation [27] education,#ges2021 [25] recforlearning,unicef [25] unicef,gpforeducation [22] quality,education [19] justintrudeau,marcomendicino [18] results,sowp [18] sowp,files [17] educating,children Top Word Pairs in Tweet in G6:
[27] #lockdown,#lockdown [20] gpforeducation,wbg_education [18] eduministrypk,shafqat_mahmood [18] christineozden,gpforeducation [17] shafqat_mahmood,christineozden [17] #lockdowns,#lockdowns [10] sid_huma,fouziadr [10] fouziadr,saeedghani1 [10] saeedghani1,seld_sindh [10] seld_sindh,gpforeducation Top Word Pairs in Tweet in G7:
[32] aidanrgallagher,garima_babbar [32] garima_babbar,adobe [32] adobe,tanyaavrith [32] tanyaavrith,benforta [32] benforta,adobeforedu [32] adobeforedu,msclaragalan [23] adobespark,aidanrgallagher [23] msclaragalan,sdgaction [23] sdgaction,unyouthenvoy [23] unyouthenvoy,gpforeducation Top Word Pairs in Tweet in G8:
[8] global,education [8] education,summit [5] quality,education [5] un,gpforeducation [5] gpforeducation,thebookalliance [5] thebookalliance,educannotwait [5] educannotwait,unescodar [4] tanzania,valued [4] valued,#commonwealth [4] #commonwealth,un Top Word Pairs in Tweet in G9:
[2] gptoendviolence,gpforeducation Top Word Pairs in Tweet in G10:
[14] 85,000 [14] 000,actions [13] global,education [12] onecampaign,activists [12] game,#cop26 [10] glblctzn,applauds [10] applauds,85 [10] actions,onecampaign [10] activists,supporters [10] supporters,led Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: