The graph represents a network of 1 313 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, 06 October 2021 at 15:45 UTC.
The tweets in the network were tweeted over the 8-day, 17-hour, 24-minute period from Monday, 27 September 2021 at 20:35 UTC to Wednesday, 06 October 2021 at 14:00 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 : 1313
Unique Edges : 3690
Edges With Duplicates : 1107
Total Edges : 4797
Number of Edge Types : 5
Retweet : 526
Mentions : 2266
MentionsInRetweet : 1655
Replies to : 297
Tweet : 53
Self-Loops : 58
Reciprocated Vertex Pair Ratio : 0,0180827347039881
Reciprocated Edge Ratio : 0,0355231143552311
Connected Components : 6
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 1306
Maximum Edges in a Connected Component : 4791
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,817693
Graph Density : 0,00238585068638196
Modularity : 0,567788
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1 313 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, 06 October 2021 at 15:45 UTC.
The tweets in the network were tweeted over the 8-day, 17-hour, 24-minute period from Monday, 27 September 2021 at 20:35 UTC to Wednesday, 06 October 2021 at 14:00 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:
[192] usda,crsnews [142] presidentbio,usda [142] crsnews,gpforeducation [142] gpforeducation,ifc [142] ifc,diop_ifc [72] school,feeding [59] education,gpforeducation [55] 25m,grant [52] infrastructure,energy [52] energy,agribusiness Top Word Pairs in Tweet in G1:
[23] achieve,gender [23] celebrate,#worldteachersday [21] ceo,gpforeducation [19] school,closures [19] children,world [18] #worldteachersday,raise [18] raise,hands [18] hands,passionnate [18] passionnate,educators [18] educators,difference Top Word Pairs in Tweet in G2:
[186] usda,crsnews [140] presidentbio,usda [140] crsnews,gpforeducation [140] gpforeducation,ifc [140] ifc,diop_ifc [57] school,feeding [51] 25m,grant [48] infrastructure,energy [48] energy,agribusiness [47] grant,sustainable Top Word Pairs in Tweet in G3:
[17] register,co [15] 10,00 [15] #covid19,response [15] response,digital [15] digital,learning [14] margarita,focas [14] focas,licht [14] licht,gpforeducation [14] keynote,speaker [13] join,discuss Top Word Pairs in Tweet in G4:
[13] gpforeducation,unesco [13] unicef,gpforeducation [12] gpforeducation,norwaymfa [11] past,teachers [11] teachers,helped [11] helped,children [11] children,continue [11] continue,learn [11] learn,obstacles [11] obstacles,#worldteachersday Top Word Pairs in Tweet in G5:
[19] gpforeducation,cop26 [14] morton_wendy,helengrantmp [14] gpforeducation,fcdogovuk [12] theodoraclarke,morton_wendy [12] helengrantmp,nimkoali [12] nimkoali,gpforeducation [12] helengrantmp,gurkhaengineers [12] gurkhaengineers,gpforeducation [10] girls,education [9] gpforeducation,cd_npbritish Top Word Pairs in Tweet in G6:
[4] nigeducation,unicef_nigeria [4] luminategroup,ripplesng [4] gpforeducation,nigeducation [3] children,learn [3] fordfoundation,luminategroup [2] abuja,school [2] school,children [2] learn,deplorable [2] deplorable,condition [2] condition,abuja_facts Top Word Pairs in Tweet in G7:
[4] gpforeducation,glblctzn [3] unesco,stegiannini [3] stegiannini,cristobalcobo [3] cristobalcobo,unescoicts [3] unescoicts,gpforeducation [3] gpforeducation,untechenvoy [2] 75,million [2] million,children [2] children,youth [2] youth,desperate Top Word Pairs in Tweet in G8:
[2] giendcorpun,gptoendviolence [2] gptoendviolence,crinwire [2] crinwire,lawcrimenews [2] lawcrimenews,gpforeducation [2] gpforeducation,unicefusa [2] unicefusa,drbiden [2] drbiden,drburkeharris [2] drburkeharris,aceawareness [2] aceawareness,suzannezeedyk [2] suzannezeedyk,#adversechildhoodexp Top Word Pairs in Tweet in G9:
[12] de,la [11] ministereepst,gpforeducation [8] des,kits [8] la,province [8] province,du [7] au,ministereepst [6] les,enseignants [5] ministereepst,unicefdrc [5] la,rentrée [5] 10,000 Top Word Pairs in Tweet in G10:
[15] happy,#worldteachersday [15] #worldteachersday,teacher [15] teacher,teachers [15] teachers,eu_partnerships [15] eu_partnerships,challenged [15] challenged,#raiseyourhand [15] #raiseyourhand,teachers [15] teachers,passionate [15] passionate,educating [15] educating,generation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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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: