The graph represents a network of 922 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, 08 November 2021 at 15:01 UTC.
The tweets in the network were tweeted over the 8-day, 17-hour, 34-minute period from Saturday, 30 October 2021 at 21:05 UTC to Monday, 08 November 2021 at 14:39 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 : 922
Unique Edges : 2482
Edges With Duplicates : 1780
Total Edges : 4262
Number of Edge Types : 5
Retweet : 656
MentionsInRetweet : 2117
Mentions : 1307
Replies to : 132
Tweet : 50
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0,0259120354585748
Reciprocated Edge Ratio : 0,0505151213027584
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 885
Maximum Edges in a Connected Component : 4227
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,716239
Graph Density : 0,00354349346767755
Modularity : 0,444606
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 922 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, 08 November 2021 at 15:01 UTC.
The tweets in the network were tweeted over the 8-day, 17-hour, 34-minute period from Saturday, 30 October 2021 at 21:05 UTC to Monday, 08 November 2021 at 14:39 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:
[74] education,investment [73] future,planet [73] planet,survival [70] adapt,respond [64] helps,societies [64] societies,build [64] build,resilience [64] resilience,adapt [64] respond,#climatechange [64] #climatechange,education Top Word Pairs in Tweet in G1:
[29] education,investment [28] future,planet [28] planet,survival [28] #climateeducation,#cop26 [27] adapt,respond [27] investment,children [27] children,future [24] helps,societies [24] societies,build [24] build,resilience Top Word Pairs in Tweet in G2:
[28] young,people [27] vulnerable,children [26] jayathmadw,unyouthenvoy [26] outline,palnetworkhq [26] palnetworkhq,#palconf2021 [26] #palconf2021,scale [26] scale,partnerships [26] partnerships,education [26] education,build [26] build,learning Top Word Pairs in Tweet in G3:
[48] gpforeducation,malalafund [40] unicef,iycm [31] ungei,gpforeducation [29] climate,justice [27] riseupmovt,unicef [26] world,leaders [25] #cop26,#educationshiftspower [23] livestream,link [23] girls,education [22] rsvp,livestream Top Word Pairs in Tweet in G4:
[23] chair,gpforeducation [17] education,systems [17] president,jmkikwete [13] parliamentary,action [13] action,include [13] include,refugees [13] refugees,national [13] national,education [12] jmkikwete,chair [12] #youlead21,#sadcyouth Top Word Pairs in Tweet in G5:
[9] kulmis,primary [9] primary,wajir [9] wajir,county [9] county,teachers [9] teachers,entire [9] entire,school [9] school,absence [9] absence,teacher [9] teacher,learning [9] learning,continuing Top Word Pairs in Tweet in G6:
[10] #earlychildhood,education [9] wbg_education,supported [8] gpe,wbg_education [8] gpforeducation,wbg_education [7] wbg_education,gpforeducation [6] increase,access [6] access,#earlychildhood [6] education,#uzbekistan [6] #uzbekistan,gpforeducation [6] supported,design Top Word Pairs in Tweet in G7:
[11] helengrantmp,jayshankar_lal [11] jayshankar_lal,gpforeducation [11] gpforeducation,alicealbright [11] malala,gretathunberg [11] gretathunberg,vanessa_vash [11] vanessa_vash,kaohua3 [11] kaohua3,patriciakombo [11] patriciakombo,chitkwesumanetu [11] chitkwesumanetu,elizabethmay [11] elizabethmay,lizwathuti Top Word Pairs in Tweet in G8:
[11] girlsnotbrides,gpchildmarriage [8] painful,realities [8] realities,persons [8] persons,disabilities [8] disabilities,included [8] included,national [8] national,development [8] development,#healthpromotion [8] #healthpromotion,cehurduganda [8] cehurduganda,mhday28may Top Word Pairs in Tweet in G9:
[5] mawa,foundation [5] foundation,calls [5] calls,national [5] national,teachers [5] teachers,minimum [5] minimum,wage [5] wage,#fixeducation [5] #fixeducation,ngrsenate [5] ngrsenate,housengr [5] housengr,femigbaja Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: