The graph represents a network of 3 062 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, 19 July 2021 at 15:43 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 24-minute period from Sunday, 11 July 2021 at 13:05 UTC to Monday, 19 July 2021 at 15:29 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 : 3062
Unique Edges : 16949
Edges With Duplicates : 36269
Total Edges : 53218
Number of Edge Types : 5
Retweet : 4447
MentionsInRetweet : 27358
Mentions : 21123
Replies to : 229
Tweet : 61
Self-Loops : 100
Reciprocated Vertex Pair Ratio : 0,00670640834575261
Reciprocated Edge Ratio : 0,0133234641006662
Connected Components : 10
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 3049
Maximum Edges in a Connected Component : 53205
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2,363823
Graph Density : 0,0027386746005615
Modularity : 0,302578
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3 062 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, 19 July 2021 at 15:43 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 24-minute period from Sunday, 11 July 2021 at 13:05 UTC to Monday, 19 July 2021 at 15:29 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:
[4102] usun,norwaymfa [2697] ecdmeasures,gpforeducation [2695] amalalliance,ecdmeasures [2072] gpforeducation,senatormenendez [2071] lindat_g,gpforeducation [2069] norwaymfa,lindat_g [2065] constant,threats [2065] threats,violence [2065] addressed,children [2065] children,cared Top Word Pairs in Tweet in G1:
[4053] usun,norwaymfa [2635] ecdmeasures,gpforeducation [2633] amalalliance,ecdmeasures [2050] gpforeducation,senatormenendez [2049] lindat_g,gpforeducation [2047] norwaymfa,lindat_g [2043] constant,threats [2043] threats,violence [2043] addressed,children [2043] children,cared Top Word Pairs in Tweet in G2:
[419] global,education [337] education,summit [162] uk,kenya [153] kenya,co [128] 28,29 [119] gpforeducation,#raiseyourhand [115] summit,london [114] 29,july [111] co,hosting [105] hosting,global Top Word Pairs in Tweet in G3:
[100] nomcebozikode,lcgctweets [99] lcgctweets,dsengeh [98] reekadobanks,nomcebozikode [97] dsengeh,pheelzonthebeat [71] stop,child [71] child,school [71] school,learn [71] learn,raise [71] raise,voices [71] voices,hands Top Word Pairs in Tweet in G4:
[17] financing,education [17] july,3pm [17] 3pm,bst [9] tax,key [9] key,financing [9] education,gpe [9] gpe,session [9] session,aims [9] aims,#taxjustice [9] #taxjustice,radar Top Word Pairs in Tweet in G5:
[33] global,education [33] education,summit [27] gpforeducation,theirworld [23] gpe,global [23] summit,media [17] teresamwoma,gpe [17] media,breakfast [15] lay,firm [15] firm,foundation [14] pre,primary Top Word Pairs in Tweet in G6:
[9] nigeducation,gpforeducation [4] primary,school [4] gpforeducation,bauchistate [4] bauchistate,senbalamohammed [4] senbalamohammed,arewatwiter [3] williemobiano,anambra [3] anambra,people [3] people,terrible [3] terrible,nature [3] nature,okpoko Top Word Pairs in Tweet in G7:
[2] guarantee,safeguard [2] safeguard,720 [2] 720,000 [2] 000,displaced [2] displaced,#childrenoftigray [2] #childrenoftigray,violence [2] violence,war [2] war,persists [2] persists,ic [2] ic,stop Top Word Pairs in Tweet in G8:
[7] key,sessions [7] sessions,#sadcyouthforum [7] #sadcyouthforum,inclusive [7] inclusive,quality [7] quality,education [7] education,covid [7] covid,19 [7] 19,pandemic [7] pandemic,call [7] call,governments Top Word Pairs in Tweet in G9:
[2] plan_tanzania,planglobal [2] planglobal,planmeesa [2] planmeesa,plannorge [2] plannorge,unfpatanzania [2] unfpatanzania,gpforeducation [2] gpforeducation,uniceftanzania [2] uniceftanzania,unwomenafrica [2] unwomenafrica,un [2] un,plankenya Top Word Pairs in Tweet in G10:
[23] usun,norwaymfa [12] guarantee,safeguard [12] safeguard,720 [12] 720,000 [12] 000,displaced [12] displaced,#childrenoftigray [12] #childrenoftigray,violence [12] violence,war [12] war,persists [12] persists,ic Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: