The graph represents a network of 4,611 Twitter users whose recent tweets contained "(Cyber Security) OR Cybersecurity", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 07:36 UTC.
The tweets in the network were tweeted over the 1631-day, 3-hour, 29-minute period from Monday, 17 September 2018 at 21:30 UTC to Tuesday, 07 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4611
Unique Edges : 3295
Edges With Duplicates : 7035
Total Edges : 10330
Number of Edge Types : 9
Retweet : 2272
MentionsInRetweet : 2811
Tweet : 2277
Mentions : 1280
Replies to : 524
MentionsInReplyTo : 773
Quote : 282
MentionsInQuote : 107
MentionsInQuoteReply : 4
Self-Loops : 2575
Reciprocated Vertex Pair Ratio : 0.0209979679385866
Reciprocated Edge Ratio : 0.0411322423706325
Connected Components : 1248
Single-Vertex Connected Components : 717
Maximum Vertices in a Connected Component : 2119
Maximum Edges in a Connected Component : 6407
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.21808
Graph Density : 0.000212732826481615
Modularity : 0.469838
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,611 Twitter users whose recent tweets contained "(Cyber Security) OR Cybersecurity", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 07:36 UTC.
The tweets in the network were tweeted over the 1631-day, 3-hour, 29-minute period from Monday, 17 September 2018 at 21:30 UTC to Tuesday, 07 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : (Cyber Security) OR Cybersecurity
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[861] cyber,security [313] #infosec,#cybersecurity [218] security,expert [163] professional,cyber [147] cybersecurity,strategy [146] #cybersecurity,#infosec [127] send,dm [121] national,cybersecurity [100] account,recovered [99] seek,help Top Word Pairs in Tweet in G1:
[74] cyber,security [59] better,cybersecurity [57] delivered,better [57] umbrella,delivered [57] 231,roi [57] cybersecurity,231 [57] cisco,umbrella [54] cybersecurity,strategy [45] national,cybersecurity [30] learn,more Top Word Pairs in Tweet in G2:
[89] #datascience,#datascientists [82] #bigdata,#analytics [80] #malware,#ransomware [75] #analytics,#ai [75] #machinelearning,#datascience [70] #infosec,#infosecurity [70] #python,#coding [69] #infosecurity,#cybersecurity [68] #cybersecurity,#threatintel [67] #cybersecurity,#python Top Word Pairs in Tweet in G3:
[195] #infosec,#cybersecurity [73] #cybersecurity,#cybersecuritytips [71] #cybersecurity,#infosec [69] #cybersecuritytips,#pentesting [65] #cybersecurity,#フィッシング詐欺 [65] detected,#infosec [65] #phishing,website [65] #フィッシング詐欺,url [65] website,detected [65] possible,#phishing Top Word Pairs in Tweet in G4:
[50] use,tiktok [50] banning,use [50] company,same [50] agencies,banning [50] #tiktokban,#cybersecurity [50] tiktok,company [50] same,#tiktokban [48] stage,agencies [15] learn,more [13] cyber,security Top Word Pairs in Tweet in G5:
[160] cyber,security [101] security,expert [100] professional,cyber [98] seek,help [98] reactivating,account [98] advise,seek [98] good,recovering [98] account,professional [98] expert,hit [98] recovering,reactivating Top Word Pairs in Tweet in G6:
[115] cyber,security [93] send,dm [73] security,expert [62] ur,acct [60] professional,cyber [59] help,reinstate [59] acct,professional [59] dm,ig [59] expert,send [59] reinstate,ur Top Word Pairs in Tweet in G7:
[58] #infosec,#cybersecurity [49] #security,#infosec [47] #cybersec,#security [31] meet,sans [26] #google,#apple [26] #ios,#cybersecurity [26] #apple,#ios [26] #seo,#google [25] #cybersecurity,#robotics [25] #robotics,#ai Top Word Pairs in Tweet in G8:
[58] recovered,reach [58] account,recovered [58] security,account [58] won,assist [58] assist,hit [58] cyber,security [58] hit,cyber [18] account,hacked [14] please,help [12] youtube,channel Top Word Pairs in Tweet in G9:
[75] security,industry [75] cyber,security [75] industry,explained [74] lisaforteuk,cyber [4] #cybersecurity,#cybersecuritytips [4] #cybersecuritytips,#pentesting [4] #infosec,#cybersecurity [3] #redteam,#informationsecurity [2] #oscp,#redteam [2] #cissp,#c Top Word Pairs in Tweet in G10:
[15] nsa,develops [15] complicated,nsa [15] landscape,become [15] become,increasingly [15] develops,software [15] cybersecurity,landscape [15] increasingly,complicated [15] software,#ghidra [14] nsagov,cybersecurity [14] #ghidra,pla Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: