The graph represents a network of 1 383 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, 28 June 2021 at 11:04 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 28-minute period from Saturday, 19 June 2021 at 16:05 UTC to Monday, 28 June 2021 at 10:33 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 : 1383
Unique Edges : 4118
Edges With Duplicates : 2273
Total Edges : 6391
Number of Edge Types : 5
MentionsInRetweet : 3003
Mentions : 2035
Retweet : 1081
Replies to : 213
Tweet : 59
Self-Loops : 69
Reciprocated Vertex Pair Ratio : 0,0267005721551176
Reciprocated Edge Ratio : 0,0520123839009288
Connected Components : 6
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1377
Maximum Edges in a Connected Component : 6386
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2,607395
Graph Density : 0,00253491591613274
Modularity : 0,471644
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1 383 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, 28 June 2021 at 11:04 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 28-minute period from Saturday, 19 June 2021 at 16:05 UTC to Monday, 28 June 2021 at 10:33 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:
[126] #raiseyourhand,#fundeducation [91] hand,gpforeducation [84] gpforeducation,#raiseyourhand [79] quality,education [78] raised,hand [65] children,ensure [64] down,barriers [63] protect,future [63] future,children [63] ensure,break Top Word Pairs in Tweet in G1:
[86] #raiseyourhand,#fundeducation [74] hand,gpforeducation [68] raised,hand [56] protect,future [56] future,children [56] children,ensure [56] ensure,break [56] break,down [56] down,barriers [56] barriers,learning Top Word Pairs in Tweet in G2:
[40] gpforeducation,alicealbright [34] girls,education [33] covid,19 [33] #raiseyourhand,#fundeducation [33] fordfoundation,darrenwalker [32] quality,education [31] spaces,children [30] school,education [30] education,retweet [30] retweet,agree Top Word Pairs in Tweet in G3:
[40] gpforeducation,unicefeducation [38] #sdg4,#education4all [38] #education4all,burner [38] burner,follow [38] follow,unesco [38] unesco,wbg_education [38] wbg_education,gpforeducation [38] unicefeducation,educannotwait [38] educannotwait,ungei [38] ungei,unhcr_education Top Word Pairs in Tweet in G4:
[14] g7,gpforeducation [12] global,education [12] malala,g7 [11] girls',education [11] education,summit [10] fund,gpforeducation [10] education,systems [10] gpforeducation,summit [10] keeping,schools [10] schools,open Top Word Pairs in Tweet in G5:
[42] de,millones [42] millones,de [41] #poetryforlocals,#raiseyourhand [32] la,#covid19 [31] #raiseyourhand,gpforeducation [29] #covid19,es [29] es,solo [29] solo,una [29] una,crisis [29] de,niños Top Word Pairs in Tweet in G6:
[17] de,la [16] la,contribution [14] la,france [13] la,crise [13] crise,mondiale [13] mondiale,de [13] du,forum [12] lors,du [11] au,gpforeducation [11] de,l'apprentissage Top Word Pairs in Tweet in G7:
[19] uniceflesotho,rogerfedererfdn [19] rogerfedererfdn,gpforeducation [19] gpforeducation,af_ecn [19] af_ecn,dolencymru [19] dolencymru,unicefeducation [11] unicefeducation,zinecda [11] zinecda,ecd_malawi [11] ecd_malawi,eyelesotho [11] eyelesotho,thereporterls [11] thereporterls,lnfod Top Word Pairs in Tweet in G8:
[4] umsocialwork,the_apsac [4] the_apsac,ccrcunh [3] gptoendviolence,gpforeducation [3] gpforeducation,crinwire [3] crinwire,coe_children [3] coe_children,copaa [3] copaa,tracieafifi [3] tracieafifi,raffi_rc [3] raffi_rc,justintrudeau [3] justintrudeau,cbcnews Top Word Pairs in Tweet in G9:
[7] education,carries [7] carries,regenerative [7] regenerative,power [7] power,invest [7] invest,sustainable [7] sustainable,future [7] future,g20org [7] g20org,education [7] education,ministers [7] ministers,meeting Top Word Pairs in Tweet in G10:
[21] gpforeducation,globaleducation [21] globaleducation,ungei [21] ungei,unicef [21] unicef,planglobal [21] planglobal,cag_org [21] cag_org,femnet [21] femnet,girlsnotbrides [21] girlsnotbrides,girlsalliance [17] amplify_girls,gpforeducation [10] localfutures_,reliafrica 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 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: