The graph represents a network of 9,889 Twitter users whose recent tweets contained "#cybersecurity", 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, 20 August 2019 at 21:09 UTC.
The tweets in the network were tweeted over the 1-day, 8-hour, 3-minute period from Monday, 19 August 2019 at 11:25 UTC to Tuesday, 20 August 2019 at 19:28 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 : 9889
Unique Edges : 22644
Edges With Duplicates : 19872
Total Edges : 42516
Self-Loops : 6663
Reciprocated Vertex Pair Ratio : 0.0362396694214876
Reciprocated Edge Ratio : 0.0699445707221757
Connected Components : 2009
Single-Vertex Connected Components : 1305
Maximum Vertices in a Connected Component : 6425
Maximum Edges in a Connected Component : 38161
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.284982
Graph Density : 0.000256457110823343
Modularity : 0.436279
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2208] #cybersecurity,#infosec [815] #infosec,#cybersecurity [786] cyber,security [599] gt,gt [499] #security,#cybersecurity [495] #cybersecurity,#databreach [451] #ai,#ml [422] #cybersecurity,#security [399] #cybersec,#cybersecurity [374] #cybersecurity,#cyberattack Top Word Pairs in Tweet in G1:
[795] #cybersecurity,#infosec [446] #infosec,#cybersecurity [221] #cybersec,#cybersecurity [200] #cybersecurity,#security [197] #cybersecurity,#databreach [161] cyber,security [146] #security,#cybersecurity [135] #ai,#ml [131] #cybersecurity,#cyberattack [130] #infosec,#security Top Word Pairs in Tweet in G2:
[78] cyber,security [56] #cybersecurity,#infosec [42] check,out [35] find,out [34] learn,more [32] #security,#cybersecurity [31] gt,gt [28] #cybersecurity,#security [27] read,more [27] #infosec,#cybersecurity Top Word Pairs in Tweet in G3:
[698] #cybersecurity,#infosec [318] gt,gt [285] #cybersecurity,#hacker [255] #ai,#ml [222] cyber,security [217] #cybersecurity,#cyberattack [204] #cybersecurity,#databreach [203] #pcexpander,#cybernews [188] #hackers,#infosec [187] #bigdata,#datascience Top Word Pairs in Tweet in G4:
[139] #cybersecurity,#infosec [45] #cybersec,#cybersecurity [44] #infosec,#cybersecurity [44] phishfindr,found [44] new,#phishing [44] gt,found [44] found,today [44] gt,2019 [44] 2019,08 [44] #infosec,#malware Top Word Pairs in Tweet in G5:
[88] cyber,security [85] gt,gt [69] antgrasso,#siemensinfluencer [69] #siemensinfluencer,#cybersecurity [60] gt,antgrasso [59] #cybersecurity,#dataprotection [59] #security,#cybersecurity [56] here,gt [56] #cybersecurity,#hackers [56] #hackers,#cyberattacks Top Word Pairs in Tweet in G6:
[96] new,blog [96] blog,post [96] post,try [96] try,extracting [96] extracting,password [96] password,hashes [96] hashes,without [96] without,needing [96] needing,interact [96] interact,dc Top Word Pairs in Tweet in G7:
[32] #iot,#internetofthings [32] #internetofthings,#cybersecurity [14] vision,creating [14] creating,#cybersecurity [14] #cybersecurity,ambassadors [14] ambassadors,future [14] future,mahacyber1 [14] mahacyber1,consulate [14] consulate,general [14] general,israelinmumbai Top Word Pairs in Tweet in G8:
[26] https,t [26] t,co [18] check,out [16] #cybersecurity,#cybercrime [12] twitter,com [11] find,out [11] #infosec,#cybersecurity [11] #cybersecurity,#infosec [10] adolescent,britannique [10] britannique,été Top Word Pairs in Tweet in G9:
[33] #cybersecurity,#infosec [24] find,out [18] techrepublic,#cybersecurity [17] blog,#blog [14] avis,d'experts [14] d'experts,apis [14] apis,non [14] non,sécurisées [14] sécurisées,erreurs [14] erreurs,configuration Top Word Pairs in Tweet in G10:
[81] #influencerpromotion,#topcasestudy [60] #strategy,#smm [59] #yourmustread,#influencerpromotion [59] #ai,#strategy [59] #influencers,#influencermarketing [58] #topcasestudy,#cybersecurity [58] #cybersecurity,#knowledge [49] #yourmustread,#proedutech [45] pestochampion,srinualme [45] ggejuan,carlramallo 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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Top Tweeters in G10: