The graph represents a network of 1 114 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, 17 November 2021 at 11:55 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 19-minute period from Monday, 08 November 2021 at 19:25 UTC to Wednesday, 17 November 2021 at 11:45 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 : 1114
Unique Edges : 3659
Edges With Duplicates : 2400
Total Edges : 6059
Number of Edge Types : 5
Retweet : 904
MentionsInRetweet : 3246
Mentions : 1698
Replies to : 146
Tweet : 65
Self-Loops : 75
Reciprocated Vertex Pair Ratio : 0,0332217973231358
Reciprocated Edge Ratio : 0,0643071940781864
Connected Components : 14
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 1100
Maximum Edges in a Connected Component : 6045
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2,723417
Graph Density : 0,00348662211403988
Modularity : 0,476209
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1 114 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, 17 November 2021 at 11:55 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 19-minute period from Monday, 08 November 2021 at 19:25 UTC to Wednesday, 17 November 2021 at 11:45 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:
[156] girls,education [122] ingridfiskaa,kariekas [122] audunlysbakken,reber_iversen [119] kariekas,audunlysbakken [113] girls,summit [109] african,girls [102] reber_iversen,#keepyourpromise [86] education,investment [80] funding,gpforeducation [72] harnessing,girls Top Word Pairs in Tweet in G1:
[57] de,la [31] et,de [30] et,la [30] sur,les [28] le,rapport [28] unesco_fr,sur [28] les,#futursdeléducation [27] african,girls [27] girls,summit [25] rapport,de Top Word Pairs in Tweet in G2:
[72] girls,summit [69] african,girls [68] girls,education [61] harnessing,girls [60] session,harnessing [56] education,africa [49] unesco,unicef [49] unicef,girlsnotbrides [48] save,join [46] summit,parallel Top Word Pairs in Tweet in G3:
[111] ingridfiskaa,kariekas [111] audunlysbakken,reber_iversen [108] kariekas,audunlysbakken [91] reber_iversen,#keepyourpromise [69] funding,gpforeducation [66] pledge,gpforeducation [53] norway,proposes [50] investment,girls [50] millions,world [50] world,vulnerable Top Word Pairs in Tweet in G4:
[56] oneyoungafrica,sayof_sadc [45] jmkikwete,challenged [45] challenged,african [45] african,leaders [45] local,resources [45] resources,boosting [45] boosting,education [45] education,continent [40] gpechair,jmkikwete [40] sayof_sadc,pasu_kenya Top Word Pairs in Tweet in G5:
[15] excited,share [15] share,results [15] results,learning [15] learning,scale [15] scale,study [15] study,highly [15] highly,effective [15] effective,programs [15] programs,implemented [15] implemented,large Top Word Pairs in Tweet in G6:
[3] treaty4kids,tracieafifi [3] tracieafifi,raffi_rc [3] drbiden,unicefusa [3] unicefusa,gpforeducation [3] gpforeducation,gptoendviolence [3] seccardona,catherinelhamon [2] aclu,hrw [2] no2hitting,un [2] un,treaty4kids [2] raffi_rc,cbcnews Top Word Pairs in Tweet in G7:
[27] educannotwait,canadadev [27] canadadev,eu_echo [27] kfw_fz_int,bmz_bund [27] bmz_bund,norwayinsomalia [26] working,govt [26] govt,partners [26] partners,ensure [26] ensure,children [26] children,#somalia [26] #somalia,incl Top Word Pairs in Tweet in G8:
[10] ukinnigeria,nigeducation [10] nigeducation,unicef_nigeria [10] unicef_nigeria,gpforeducation [10] gpforeducation,catrionalaing1 [10] catrionalaing1,benllewellynjo1 [10] benllewellynjo1,gillatkinson11 [10] gillatkinson11,fcdogovuk [10] fcdogovuk,fcdoeducation [10] fcdoeducation,helengrantmp [5] climate,change Top Word Pairs in Tweet in G9:
[14] 150,female [14] 175,male [13] female,175 [13] male,auafalumni [13] auafalumni,left [13] left,uncertain [13] uncertain,future [13] future,help [13] help,raise [13] raise,voice Top Word Pairs in Tweet in G10:
[17] rogerfedererfdn,gpforeducation [10] young,vibrant [10] vibrant,graduate [10] graduate,special [10] special,interest [10] interest,eccd [10] eccd,skills [10] skills,proposal [10] proposal,writing [10] writing,help Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: