The graph represents a network of 8,132 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 Monday, 27 May 2019 at 16:54 UTC.
The tweets in the network were tweeted over the 2-day, 4-hour, 30-minute period from Saturday, 25 May 2019 at 11:20 UTC to Monday, 27 May 2019 at 15:51 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 : 8132
Unique Edges : 13902
Edges With Duplicates : 13334
Total Edges : 27236
Self-Loops : 5707
Reciprocated Vertex Pair Ratio : 0.0143543956043956
Reciprocated Edge Ratio : 0.0283025255602952
Connected Components : 860
Single-Vertex Connected Components : 590
Maximum Vertices in a Connected Component : 6797
Maximum Edges in a Connected Component : 25852
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.397127
Graph Density : 0.00022336224162105
Modularity : 0.404466
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[984] #cybersecurity,#hacker [962] #cybersecurity,#infosec [534] #infosec,#cybersecurity [384] cyber,security [368] cyberdomain,#cybersecurity [321] gt,gt [221] #infosec,#security [204] #datascience,#machinelearning [200] #cybersecurity,#security [199] learn,more Top Word Pairs in Tweet in G1:
[199] #cybersecurity,#infosec [197] #cybersecurity,#hacker [184] cyberdomain,#cybersecurity [118] cyber,security [116] #infosec,#cybersecurity [89] business,email [89] email,compromise [88] #cybersecurity,basics [88] basics,still [88] still,key Top Word Pairs in Tweet in G2:
[267] #cybersecurity,#infosec [199] gt,gt [180] #datascience,#machinelearning [153] mikequindazzi,#artificialintelligence [153] #artificialintelligence,#datascience [153] #machinelearning,#deeplearning [141] #ai,prepares [141] prepares,#hack [141] #hack,brain [141] brain,mikequindazzi Top Word Pairs in Tweet in G3:
[751] #cybersecurity,#hacker [293] #cybersecurity,#infosec [227] #infosec,#cybersecurity [153] cyberdomain,#cybersecurity [116] #pcexpander,#cybernews [102] #follow,#rt [102] #rt,#cybersecurity [93] #cybernews,#cybersecurity [74] cyber,security [74] #infosec,#hacking Top Word Pairs in Tweet in G4:
[42] business,email [42] email,compromise [41] #cybersecurity,basics [41] basics,still [41] still,key [41] key,preventing [41] preventing,business [26] cyber,security [20] #cybersecurity,#infosec [15] #infosec,#cybersecurity Top Word Pairs in Tweet in G5:
[41] #cybersecurity,#infosec [38] está,disponible [38] disponible,video [35] getting,started [32] #hacking,#pentest [31] #pentest,#forensics [31] #forensics,#dfir [26] part,1 [26] curso,virtual [25] webinar,gratuito Top Word Pairs in Tweet in G6:
[111] business,needs [110] here's,list [110] list,5 [110] 5,types [110] types,tools [110] tools,services [110] services,business [110] needs,consider [110] consider,investing [110] investing,ensure Top Word Pairs in Tweet in G7:
[27] recent,#news [27] #news,probably [27] probably,encountered [27] encountered,terms [27] terms,necessarily [27] necessarily,understand [27] understand,here [27] here,following [26] guillaume_lpl,recent [26] following,m Top Word Pairs in Tweet in G8:
[11] heard,made [11] made,improvements [11] improvements,download [11] download,#ghidra [11] #ghidra,9 [11] 9,0 [11] 0,4 [11] 4,today [11] today,start [11] start,reversing Top Word Pairs in Tweet in G9:
[35] cyber,security [18] #infosec,#cybersecurity [16] #cybersecurity,#statistics [13] top,20 [13] 20,cities [13] kaynemcgladrey,#infosec [10] framework,targeted [10] targeted,sanctions [10] sanctions,deter [10] deter,respond Top Word Pairs in Tweet in G10:
[12] learn,more [12] #infosec,#cybersecurity [11] #cybersecurity,#security [11] #cybersecurity,#infosec [10] need,know [9] blackberry,cylance [9] macos,vulnerability [9] vulnerability,tricks [9] tricks,users [9] users,running Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: