The graph represents a network of 4,489 Twitter users whose recent tweets contained "cybersecurity min_retweets:3", 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, 07 August 2019 at 18:38 UTC.
The tweets in the network were tweeted over the 9-day, 4-hour, 39-minute period from Monday, 29 July 2019 at 12:58 UTC to Wednesday, 07 August 2019 at 17:37 UTC.
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 : 4489
Unique Edges : 4625
Edges With Duplicates : 6747
Total Edges : 11372
Number of Edge Types : 3
Mentions : 8959
Tweet : 2244
Replies to : 169
Self-Loops : 2244
Reciprocated Vertex Pair Ratio : 0.0262697022767075
Reciprocated Edge Ratio : 0.0511945392491468
Connected Components : 1269
Single-Vertex Connected Components : 826
Maximum Vertices in a Connected Component : 2204
Maximum Edges in a Connected Component : 8982
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.001516
Graph Density : 0.000232693980810291
Modularity : 0.40437
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[339] #cybersecurity,#infosec [117] gt,gt [111] #cybersecurity,#databreach [96] #cybersecurity,#cybercrime [93] #infosec,#cybersecurity [91] cyber,security [90] capital,one [89] #fintech,#blockchain [88] #hackers,#infosec [87] #databreach,#ransomware Top Word Pairs in Tweet in G1:
[82] #cybersecurity,#infosec [34] #infosec,#cybersecurity [28] #infosec,#hacking [26] cyber,security [25] capital,one [25] #hacking,#hackers [25] #hackers,#pentesting [25] #pentesting,#programming [25] #programming,#pentest [24] #opensource,#cybersecurity Top Word Pairs in Tweet in G2:
[126] #cybersecurity,#infosec [96] #cybersecurity,#databreach [87] #fintech,#blockchain [86] #hackers,#infosec [85] #bigdata,#datascience [84] #databreach,#ransomware [84] #ransomware,#hackers [84] #infosec,reach2ratan [84] reach2ratan,#ai [84] #blockchain,#chatbots Top Word Pairs in Tweet in G3:
[30] #cybersecurity,#infosec [10] learn,more [8] #infosec,#cybersecurity [5] stay,tuned [5] uncwilmington,cyber [5] cyber,seahawks [5] infosec,life [5] marcociappelli,sean_martin [5] #blackhat2019,#cybersecurity [5] more,co Top Word Pairs in Tweet in G4:
[11] #cybersecurity,#infosec [10] open,source [10] source,intelligence [9] basics,hackers [9] cyberdefence24,#cybersecurity [8] intelligence,osint [8] reverse,engineering [8] engineering,malware [8] malware,part [7] become,open Top Word Pairs in Tweet in G5:
[7] #cyberinafrica,#cybersecurity [6] #cybersecurity,#cyberinafrica [6] #kenyaigf2019,#cyberinafrica [5] #kigf2019,#kenyaigf2019 [5] #kenyaigf2019,#kigf2019 [5] part,#cybersecurity [5] #cybersecurity,#personaldata [5] #personaldata,panel [5] panel,topic [5] personal,data Top Word Pairs in Tweet in G6:
[56] #influencerpromotion,#topcasestudy [54] #topcasestudy,#cybersecurity [53] #cybersecurity,#knowledge [49] #yourmustread,#influencerpromotion [48] #influencers,#influencermarketing [40] #ai,#strategy [36] #bitcoin,#fintech [34] #strategy,#smm [33] #proedutech,#yourmustread [33] #yourmustread,#proedutech Top Word Pairs in Tweet in G7:
[2] president,obama [2] obama,give [2] give,cybersecurity [2] stand,down [2] down,order [2] order,russian [2] russian,interference [2] years,ago [2] ago,one [2] one,former Top Word Pairs in Tweet in G8:
[9] know,#cybersecurity [8] #women,know [5] cybersecurity,ventures [4] cybercrime,magazine [3] know,cyber [3] according,cybersecurity [3] #cybersecurity,#cybercrime [3] learn,more [2] cybersecurity,rapidly [2] united,states Top Word Pairs in Tweet in G9:
[30] #cybersecurity,#infosec [7] dismal,industry [7] industry,unsustainable [7] unsustainable,burden [7] burden,cybersecurity [7] #cybersecurity,#securityawareness [7] #security,#cybersecurity [6] forbes,#cybersecurity [6] zdnet,#cybersecurity [6] future,#cybersecurity Top Word Pairs in Tweet in G10:
[19] #cio,#cto [15] #leadership,#management [13] #infosec,#security [12] #ciso,#cio [10] #cybersecurity,#security [9] #cybersecurity,#infosec [9] #security,#infosec [8] #infosec,#leadership [8] #hackersonlineclub,#cybersecurity [7] #cto,#ciso 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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