The graph represents a network of 881 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, 21 March 2022 at 11:27 UTC.
The tweets in the network were tweeted over the 8-day, 11-hour, 40-minute period from Saturday, 12 March 2022 at 23:29 UTC to Monday, 21 March 2022 at 11:10 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 : 881
Unique Edges : 2292
Edges With Duplicates : 1354
Total Edges : 3646
Number of Edge Types : 5
Replies to : 129
Mentions : 1604
MentionsInRetweet : 1435
Retweet : 427
Tweet : 51
Self-Loops : 55
Reciprocated Vertex Pair Ratio : 0,0183016105417277
Reciprocated Edge Ratio : 0,0359453630481668
Connected Components : 7
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 874
Maximum Edges in a Connected Component : 3639
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,838019
Graph Density : 0,00358838097203591
Modularity : 0,537459
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 881 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, 21 March 2022 at 11:27 UTC.
The tweets in the network were tweeted over the 8-day, 11-hour, 40-minute period from Saturday, 12 March 2022 at 23:29 UTC to Monday, 21 March 2022 at 11:10 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:
[158] gemreport,gpforeducation [144] globaleducation,gemreport [122] gpforeducation,osfeducation [97] school,aged [97] aged,children [97] children,school [97] school,240 [97] 240,schools [97] schools,shelter [97] shelter,displaced Top Word Pairs in Tweet in G1:
[28] gender,equality [26] gender,responsive [23] girls,boys [23] education,systems [22] join,gpe [20] classroom,arranged [20] arranged,influences [20] influences,children's [20] children's,involvement [20] involvement,learning Top Word Pairs in Tweet in G2:
[144] globaleducation,gemreport [144] gemreport,gpforeducation [122] gpforeducation,osfeducation [97] school,aged [97] aged,children [97] children,school [97] school,240 [97] 240,schools [97] schools,shelter [97] shelter,displaced Top Word Pairs in Tweet in G3:
[14] working,girls [14] girls,deliver [14] deliver,real [14] real,change [14] change,empowering [14] empowering,approach [14] approach,adopt [14] adopt,#transformeducation [14] #transformeducation,#working [14] #working,girls Top Word Pairs in Tweet in G4:
[4] drbiden,gpforeducation [4] gpforeducation,giendcorpun [3] giendcorpun,treaty4kids [3] potus,drbiden [2] unicefusa,childhelp [2] thehill,ap [2] ap,potus [2] potus,seccardona [2] seccardona,drbiden [2] drbiden,unicefusa Top Word Pairs in Tweet in G5:
[22] #csw66,event [18] girls,saharan [18] transforming,education [18] education,sustainable [18] sustainable,future [18] gpforeducation,unesco [17] women,girls [17] saharan,africa [17] unesco,unfoundation [17] unfoundation,euatun Top Word Pairs in Tweet in G6:
[7] fdremoe,impact_un [7] impact_un,gpforeducation [7] gpforeducation,ukfiet [7] ukfiet,usaidafrica [7] usaidafrica,usaidethiopia [7] usaidethiopia,wb_ethiopia [7] wb_ethiopia,govuk [7] govuk,statedept [7] statedept,eu_echo [5] miss,today's Top Word Pairs in Tweet in G7:
[2] elimu,ni Top Word Pairs in Tweet in G8:
[7] acadexnetwork,coursera [7] coursera,nvidia [7] nvidia,cambridge_uni [7] cambridge_uni,logicmonitor [7] logicmonitor,datarobot [7] datarobot,worldedservices [7] worldedservices,gpforeducation [7] gpforeducation,unesco [7] unesco,unicefeducation [4] __mhg_sa,acadexnetwork Top Word Pairs in Tweet in G9:
[3] minednicaragua,salvadorvang [3] salvadorvang,tecnacional [3] tecnacional,canal6nicaragua [3] canal6nicaragua,canal2nicaragua [3] canal2nicaragua,canal4ni [3] canal4ni,canaltn8 [3] canaltn8,marciovargasa [3] marciovargasa,moisespastora [3] moisespastora,informe22 [3] informe22,cuadernosandino Top Word Pairs in Tweet in G10:
[6] macfound,fordfoundation [5] eduplana_,gpforeducation [4] situation,taraba [4] taraba,state [4] state,government [4] government,ishaku [4] ishaku,approved [4] approved,n3 [4] n3,435 [4] 435,billion Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 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: