The graph represents a network of 16,644 Twitter users whose recent tweets contained "#WorldBookDay", 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 Tuesday, 23 April 2019 at 18:22 UTC.
The tweets in the network were tweeted over the 2-hour, 3-minute period from Tuesday, 23 April 2019 at 15:25 UTC to Tuesday, 23 April 2019 at 17:28 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 : 16644
Unique Edges : 20456
Edges With Duplicates : 6313
Total Edges : 26769
Self-Loops : 6099
Reciprocated Vertex Pair Ratio : 0.0152762791754217
Reciprocated Edge Ratio : 0.0300928515493903
Connected Components : 3887
Single-Vertex Connected Components : 2348
Maximum Vertices in a Connected Component : 8858
Maximum Edges in a Connected Component : 18080
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.139107
Graph Density : 6.45400968293506E-05
Modularity : 0.687371
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3535] प,स [3438] स,तक [2921] न,क [2757] ज,न [2404] ज,ञ [2340] ञ,न [2232] र,ह [2150] त,र [2105] क,र [1956] happy,#worldbookday Top Word Pairs in Tweet in G1:
[353] happy,#worldbookday [277] प,स [270] स,तक [246] ज,न [244] न,क [210] ज,ञ [205] ञ,न [195] र,ह [190] क,र [178] र,ज Top Word Pairs in Tweet in G2:
[2601] प,स [2548] स,तक [2188] न,क [2072] ज,न [1820] ज,ञ [1743] ञ,न [1701] र,ह [1586] क,र [1581] त,र [1448] र,ज Top Word Pairs in Tweet in G3:
[447] power,books [357] #worldbookday,let's [259] happy,#worldbookday [208] celebrate,power [208] 23,april [204] april,#worldbookday [202] promote,open [202] open,inclusive [202] inclusive,knowledge [202] knowledge,societies Top Word Pairs in Tweet in G4:
[207] room,without [207] without,books [207] body,without [207] without,soul [206] books,body [206] soul,cicero [206] cicero,#worldbookday [206] nicholassparks,room [181] happy,#worldbookday [133] exquisite,libraries Top Word Pairs in Tweet in G5:
[585] retweet,read [585] read,harry [585] harry,potter [585] potter,#worldbookday [584] _snape_,retweet Top Word Pairs in Tweet in G6:
[60] #bookwizardchallenge,#contest [57] #worldbookday,#bookwizardchallenge [49] myindianbank,join [46] #contest,myindianbank [33] flood,fire [26] #indianbank,#worldbookday [24] #bookwizardchallenge,#indianbank [23] #bookwizardchallenge,#worldbookday [22] trilogies,very [22] very,gripping Top Word Pairs in Tweet in G7:
[129] شیخ,الاسلام [109] ڈاکٹر,محمد [101] الاسلام,ڈاکٹر [78] طاہر,القادری [66] shaykh,ul [66] dr,muhammad [63] ul,islam [63] islam,dr [63] مصنف,شیخ [60] books,custodians Top Word Pairs in Tweet in G8:
[126] oh,word [126] word,#worldbookday [125] lin_manuel,oh [66] happy,#worldbookday [42] #worldbookday,favorite [42] favorite,new [42] new,york [42] york,times [42] times,best [42] best,selling Top Word Pairs in Tweet in G9:
[54] read,more [47] good,book [38] read,good [37] more,read [37] more,know [37] know,s [37] s,always [37] always,relaxing [37] relaxing,read [37] book,time Top Word Pairs in Tweet in G10:
[127] years,ago [126] vedas,humanity's [126] humanity's,oldest [126] oldest,books [126] books,very [126] very,mantras [126] mantras,india's [126] india's,seers [126] seers,yogis [126] yogis,many Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
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Top Replied-To in G6:
Top Replied-To in G7:
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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:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: