The graph represents a network of 471 Twitter users whose recent tweets contained "#NestaEducation2019", 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 Thursday, 28 February 2019 at 18:33 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 29-minute period from Tuesday, 19 February 2019 at 23:01 UTC to Thursday, 28 February 2019 at 18:31 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 : 471
Unique Edges : 875
Edges With Duplicates : 527
Total Edges : 1402
Self-Loops : 141
Reciprocated Vertex Pair Ratio : 0.0685959271168274
Reciprocated Edge Ratio : 0.128385155466399
Connected Components : 20
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 440
Maximum Edges in a Connected Component : 1365
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.044334
Graph Density : 0.00450377196548764
Modularity : 0.410669
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[110] young,people [105] education,system [46] system,fit [44] nesta_uk,nestaeducation2019 [41] beckyfrancis7,nestaeducation2019 [35] visual,summary [33] social,mobility [32] looking,forward [31] education,summit [30] getting,ready Top Word Pairs in Tweet in G1:
[49] education,system [24] system,fit [20] visual,summary [19] getting,ready [19] ready,kick [19] kick,education [19] education,summit [19] summit,exploring [19] exploring,vision [19] vision,education Top Word Pairs in Tweet in G2:
[55] young,people [23] education,system [22] beckyfrancis7,nestaeducation2019 [16] becky,francis [16] social,mobility [16] schools,teach [16] learn,elsewhere [14] vocational,qualifications [14] core,knowledge [13] claudia,harris Top Word Pairs in Tweet in G3:
[19] young,people [12] social,emotional [11] emotional,skills [9] future,ready [9] ready,fund [7] education,system [6] focus,social [6] skills,up [6] up,age [6] age,5 Top Word Pairs in Tweet in G4:
[10] hjvernon,nestaeducation2019 [10] nesta_uk,nestaeducation2019 [9] young,people [8] s,nearly [8] nearly,here [8] here,3 [8] 3,easy [8] easy,ways [8] ways,involved [8] involved,1 Top Word Pairs in Tweet in G5:
[4] education,system [4] shaundellenty,social [4] social,rejection [4] rejection,matter [4] matter,cause [4] cause,painful [4] painful,even [4] even,qualified [4] qualified,psychologists [4] psychologists,playing Top Word Pairs in Tweet in G6:
[7] make,case [6] social,emotional [6] re,delighted [6] delighted,leading [6] leading,new [6] new,oracy [6] oracy,development [6] development,programme [6] programme,specifically [6] specifically,teachers Top Word Pairs in Tweet in G7:
[6] need,avoid [6] avoid,future [6] future,those [6] those,develop [6] develop,control [6] control,technology [6] technology,those [6] those,merely [6] merely,consume [6] education,system Top Word Pairs in Tweet in G8:
[9] know,fewer [9] fewer,girls [9] girls,going [9] going,computing [9] computing,university [9] university,now [9] now,30 [9] 30,years [9] years,ago [8] futurelearn,know Top Word Pairs in Tweet in G9:
[3] education,system [2] looking,forward [2] rarediseaseday,thursdaymotivation [2] david,lammy Top Word Pairs in Tweet in G10:
[4] future,ai [3] ai,schools [3] annapedroza,surprisingly [3] surprisingly,good [3] good,report [3] report,miss_mcinerney [3] miss_mcinerney,new [3] new,nesta_uk [3] nesta_uk,education [3] education,ai Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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