The graph represents a network of 1,978 Twitter users whose recent tweets contained "#CISO", 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 Monday, 05 August 2019 at 15:06 UTC.
The tweets in the network were tweeted over the 9-day, 2-hour, 30-minute period from Saturday, 27 July 2019 at 12:24 UTC to Monday, 05 August 2019 at 14:55 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 : 1978
Unique Edges : 6753
Edges With Duplicates : 6854
Total Edges : 13607
Self-Loops : 1211
Reciprocated Vertex Pair Ratio : 0.0327048864948057
Reciprocated Edge Ratio : 0.0633383010432191
Connected Components : 174
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 1685
Maximum Edges in a Connected Component : 13209
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.504854
Graph Density : 0.00205906857066579
Modularity : 0.41038
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[992] #cio,#ciso [711] #dataprivacy,#dataprotection [692] #cybersecurity,#cio [672] #ciso,#cpo [671] #dataprotection,#cybersecurity [663] #cpo,#security [663] #security,#news [663] #news,#technology [663] #technology,#hack [659] #gdpr,#dataprotection Top Word Pairs in Tweet in G1:
[883] #cio,#ciso [688] #dataprivacy,#dataprotection [682] #cybersecurity,#cio [663] #dataprotection,#cybersecurity [663] #ciso,#cpo [656] #cpo,#security [656] #security,#news [656] #news,#technology [656] #technology,#hack [650] #infosec,#gdpr Top Word Pairs in Tweet in G2:
[258] #ciso,cc [88] s,n [86] n,#ciso [77] #cloud,#bigdata [75] #ai,#iot [74] cc,evankirstel [72] digital,tech [72] tech,industry [72] industry,4 [72] 4,0 Top Word Pairs in Tweet in G3:
[420] #cio,#cto [351] gt,gt [330] #ciso,#cio [226] #leadership,#management [202] #cybersecurity,#security [163] #cto,#ciso [162] #security,#infosec [109] #infosec,#leadership [91] https,t [91] t,co Top Word Pairs in Tweet in G4:
[35] #infosec,#cybersecurity [34] #ciso,#security [29] #cybersecurity,#ciso [26] vendor,relationship [25] #security,vendor [25] relationship,#podcast [24] mike,johnson [23] #cisoseries,#infosec [19] #cybersecurity,#infosec [16] #infosec,#ciso Top Word Pairs in Tweet in G5:
[22] cyber,risk [16] #ciso,#infosec [14] risk,quantification [10] #ciso,#security [9] follow,link [8] amazing,director [8] director,vp [8] vp,security [8] security,professional [8] professional,services Top Word Pairs in Tweet in G6:
[48] infographic,#cybersecurity [44] link,gt [23] financial,services [23] services,organizations [23] organizations,spent [23] spent,anywhere [23] anywhere,6 [23] 6,percent [23] percent,14 [23] 14,percent Top Word Pairs in Tweet in G7:
[22] #ciso,#blueteam [21] kim_crawley,#ciso [14] #cybersecurity,#ciso [12] know,cisos [12] cisos,series [12] series,interviews [12] interviews,kim_crawley [12] #ciso,#career [12] 100,coins [11] people,actualy Top Word Pairs in Tweet in G8:
[20] michaelhill,raefmeeuwisse [20] #ciso,logmein [18] #infosecwebinar,join [18] logmein,discuss [18] challenges,exist [18] exist,today [18] solutions,help [18] help,future [16] join,michaelhill [16] discuss,key Top Word Pairs in Tweet in G9:
[9] #appsec,#devsecops [8] #ciso,#infosec [7] #ciso,#cybersecurity [7] #cybersecurity,#infosec [6] speaks,tim [6] tim,callahan [6] callahan,aflac [6] aflac,approaching [5] #ciso,speaks [5] approaching,#appsec Top Word Pairs in Tweet in G10:
[14] #ciso,#cybersecurity [11] gartner,analyst [10] #gartnersec,#ciso [9] read,more [9] more,here [7] analyst,pfirstbrook [7] pfirstbrook,shares [7] shares,top [7] top,7 [7] 7,#security Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: