The graph represents a network of 3,542 Twitter users whose recent tweets contained "topcybernews", 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 Wednesday, 24 April 2019 at 17:39 UTC.
The tweets in the network were tweeted over the 9-day, 7-hour, 45-minute period from Monday, 15 April 2019 at 09:11 UTC to Wednesday, 24 April 2019 at 16:57 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 : 3542
Unique Edges : 14619
Edges With Duplicates : 44239
Total Edges : 58858
Self-Loops : 779
Reciprocated Vertex Pair Ratio : 0.0499336694083311
Reciprocated Edge Ratio : 0.0951177600323461
Connected Components : 76
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 3446
Maximum Edges in a Connected Component : 58747
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.988337
Graph Density : 0.00157755140994953
Modularity : 0.221277
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[863] spirosmargaris,jimmarous [853] jimmarous,xbond49 [818] psb_dc,therudingroup [732] xbond49,psb_dc [584] pierrepinna,rosycoaching [503] topcybernews,alvinfoo [469] stratorob,topcybernews [463] sudeepkhatri,get_repost [460] therudingroup,topcybernews [453] alvinfoo,tim_fargo Top Word Pairs in Tweet in G1:
[860] spirosmargaris,jimmarous [850] jimmarous,xbond49 [814] psb_dc,therudingroup [728] xbond49,psb_dc [582] pierrepinna,rosycoaching [450] therudingroup,topcybernews [407] #ai,#machinelearning [389] topcybernews,ahier [353] bringing,#deeplearning [353] #deeplearning,life Top Word Pairs in Tweet in G2:
[77] digitalcloudgal,sarbjeetjohal [74] sdgs4good,topcybernews [65] apguha,levie [65] levie,dhinchcliffe [63] dhinchcliffe,rwang0 [60] alvinfoo,topcybernews [57] fogle_shane,bentleyaudrey [57] rwang0,pfersht [56] digitalcloudgal,fogle_shane [56] sarbjeetjohal,cpetersen_cs Top Word Pairs in Tweet in G3:
[183] #tech,#digital [172] #digital,#data [159] #data,terenceleungsf [60] control,entire [60] entire,city [60] city,management [60] management,operation [58] #ai,control [58] operation,mikequindazzi [58] mikequindazzi,#tech Top Word Pairs in Tweet in G4:
[449] stratorob,topcybernews [446] sudeepkhatri,get_repost [446] topcybernews,alvinfoo [436] alvinfoo,tim_fargo [431] terrykakiuchi7,shyoshid [424] dunaisiaka,vinsonkikon [424] shyoshid,joebuchel [414] tim_fargo,ledrew [404] pant_anant,dunaisiaka [383] joebuchel,sudeepkhatri Top Word Pairs in Tweet in G5:
[60] #artificialinteligence,#ml [60] #ml,#dl [60] #dl,#machinelearning [60] #machinelearning,#deeplearning [60] #deeplearning,#neuralnetworks [60] #neuralnetworks,#futuretech [60] #futuretech,google's [60] google's,#ai [60] #ai,created [58] katharina_lamsa,#artificialinteligence Top Word Pairs in Tweet in G6:
[4] paula_piccard,psb_dc [2] good,news [2] antgrasso,antonioselas [2] chboursin,jerome_joffre [2] arkangelscrap,ipfconline1 [2] ipfconline1,spirosmargaris [2] spirosmargaris,alvinfoo [2] alvinfoo,rajat_shrimal [2] rajat_shrimal,helene_wpli [2] helene_wpli,paula_piccard Top Word Pairs in Tweet in G7:
[45] #ml,#dl [44] artificial,inteligence [44] inteligence,critical [44] critical,2019 [44] 2019,beyond [44] beyond,#ai [44] #ai,#ml [44] #dl,#innovation [44] #innovation,#digitaltransformation [40] reason,artificial Top Word Pairs in Tweet in G8:
[37] après,9 [37] 9,ans [37] ans,travaux [37] travaux,plus [37] plus,long [37] long,pont [37] pont,au [37] au,monde [37] monde,55km [37] 55km,relie Top Word Pairs in Tweet in G9:
[12] edward733,topcybernews [12] topcybernews,gtatidea [12] gtatidea,ruby2211250220 [12] ruby2211250220,isamuuran1316 [11] mindymaher,dez_blanchfield [11] dez_blanchfield,edward733 [7] isamuuran1316,seiko_kato [7] masao__tanaka,mindymaher [5] seiko_kato,themisterfavor [5] isamuuran1316,seiko_kat Top Word Pairs in Tweet in G10:
[5] clash,two [5] two,emerging [5] emerging,technologies [5] technologies,#hyperledger [5] #hyperledger,vs [5] vs,#ethereum [5] #ethereum,#blockchain [5] #blockchain,#fintech [5] #fintech,dinisguarda [5] dinisguarda,themehulpatel Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: