The graph represents a network of 1 037 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 March 2022 at 15:26 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 43-minute period from Sunday, 20 March 2022 at 06:30 UTC to Monday, 28 March 2022 at 15:13 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 : 1037
Unique Edges : 3249
Edges With Duplicates : 1792
Total Edges : 5041
Number of Edge Types : 5
Mentions : 1446
MentionsInRetweet : 2598
Retweet : 790
Replies to : 141
Tweet : 66
Self-Loops : 73
Reciprocated Vertex Pair Ratio : 0,023317435082141
Reciprocated Edge Ratio : 0,0455722423614707
Connected Components : 9
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1025
Maximum Edges in a Connected Component : 5029
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,56034
Graph Density : 0,00359479192651806
Modularity : 0,476411
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1 037 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 March 2022 at 15:26 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 43-minute period from Sunday, 20 March 2022 at 06:30 UTC to Monday, 28 March 2022 at 15:13 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:
[363] gemreport,gpforeducation [360] globaleducation,gemreport [359] gpforeducation,osfeducation [203] #childrenoftigray,school [203] school,ensure [203] ensure,left [203] left,forgotten [203] forgotten,globaleducation [163] children,school [153] school,aged Top Word Pairs in Tweet in G1:
[54] girls,education [34] quality,education [31] gender,responsive [23] gender,equality [22] gender,stereotypes [22] gpforeducation,nankunda20 [22] nankunda20,ukinuganda [22] ukinuganda,gemreport [22] gemreport,ungei [22] ungei,tujifunzeafrica Top Word Pairs in Tweet in G2:
[343] globaleducation,gemreport [343] gemreport,gpforeducation [343] gpforeducation,osfeducation [199] #childrenoftigray,school [199] school,ensure [199] ensure,left [199] left,forgotten [199] forgotten,globaleducation [142] school,aged [142] aged,children Top Word Pairs in Tweet in G3:
[40] #katibampyanisasa,#katibampyanisasa [29] education,financing [24] parliamentary,toolkit [24] toolkit,domestic [24] domestic,education [20] develop,parliamentary [18] wa,kike [17] gpforeducation,eaa_foundation [17] mwenyekiti,wa [17] wa,gpforeducation Top Word Pairs in Tweet in G4:
[22] gpforeducation,microsoft [21] unicef_nigeria,nigeducation [21] nigeducation,gpforeducation [21] microsoft,airtelafrica [20] airtelafrica,genunlimitedng [20] genunlimitedng,ihstowers [12] northeast,#nigeria [11] nigeria,#learningpassport [11] #learningpassport,live [11] live,providing Top Word Pairs in Tweet in G5:
[13] globaleducation,gemreport [13] gemreport,gpforeducation [12] gpforeducation,osfeducation [11] 7m,school [11] school,aged [11] aged,children [11] children,school [11] school,240 [11] 240,schools [11] schools,shelter Top Word Pairs in Tweet in G6:
[6] unescostat,gemreport [5] gemreport,#sdg4benchmarks [5] #sdg4benchmarks,report [3] afrique,rita [3] rita,bissoonauth [3] bissoonauth,appelle [3] appelle,éducation [3] éducation,des [3] des,jeunes [3] jeunes,filles Top Word Pairs in Tweet in G7:
[5] demand,improve [5] improve,learning [5] learning,outcomes [5] outcomes,sindh [5] sindh,annual [5] annual,status [5] status,education [5] education,report [5] report,#aserpakistan [5] #aserpakistan,2021 Top Word Pairs in Tweet in G8:
[4] globaleducation,gemreport [4] gemreport,gpforeducation [4] gpforeducation,osfeducation [2] #childrenoftigray,school [2] school,ensure [2] ensure,left [2] left,forgotten [2] forgotten,globaleducation [2] youadey,globaleducation [2] osfeducation,#tigrayfamine Top Word Pairs in Tweet in G9:
[11] ex,unicefkenya [11] unicefkenya,youth [11] youth,advocate [11] advocate,gpforeducation [11] gpforeducation,youth [11] youth,leader [11] leader,cynthia_oprah [11] cynthia_oprah,leads [11] leads,talk [11] talk,secondary Top Word Pairs in Tweet in G10:
[9] taxjusticenet,eduint [8] norrag,drmoirafaul [8] drmoirafaul,feliac [8] feliac,kairat2030 [8] kairat2030,7309802f40e9438 [8] 7309802f40e9438,join [8] join,friday [8] friday,discuss [8] discuss,tax [8] tax,education 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:
Top Mentioned in G2:
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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:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: