The graph represents a network of 4,298 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 07:35 UTC.
The tweets in the network were tweeted over the 1608-day, 2-hour, 29-minute period from Wednesday, 19 September 2018 at 22:30 UTC to Tuesday, 14 February 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 : 4298
Unique Edges : 2783
Edges With Duplicates : 8112
Total Edges : 10895
Number of Edge Types : 9
Mentions : 1165
Replies to : 727
MentionsInReplyTo : 1203
Tweet : 2160
Retweet : 2372
MentionsInRetweet : 2912
Quote : 215
MentionsInQuote : 138
MentionsInQuoteReply : 3
Self-Loops : 2494
Reciprocated Vertex Pair Ratio : 0.0194219653179191
Reciprocated Edge Ratio : 0.0381038784304831
Connected Components : 1056
Single-Vertex Connected Components : 585
Maximum Vertices in a Connected Component : 2089
Maximum Edges in a Connected Component : 7457
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.226779
Graph Density : 0.000238730734364761
Modularity : 0.429609
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,298 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 07:35 UTC.
The tweets in the network were tweeted over the 1608-day, 2-hour, 29-minute period from Wednesday, 19 September 2018 at 22:30 UTC to Tuesday, 14 February 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:
[638] cyber,security [295] #infosec,#cybersecurity [259] security,expert [151] #cybersecurity,#infosec [150] professional,cyber [150] send,dm [138] certified,cybersecurity [130] those,criminals [130] saved,life [130] yesterday,lost Top Word Pairs in Tweet in G1:
[57] cyber,security [26] cybersecurity,company [23] small,businesses [22] #cybersecurity,#corporateculture [22] lean,culture [22] results,#cybersecurity [22] cybersecurity,results [22] culture,improve [22] bredec,reliability [21] organization's,cybersecurity Top Word Pairs in Tweet in G2:
[159] #infosec,#cybersecurity [113] #malware,#ransomware [112] #datascience,#datascientists [109] #infosec,#infosecurity [105] #infosecurity,#cybersecurity [104] #cybersecurity,#threatintel [85] #ai,#ml [85] #threatintel,#threatintelligence [83] #python,#coding [82] #threatintelligence,#hacking Top Word Pairs in Tweet in G3:
[130] savings,those [130] yesterday,lost [130] life,yesterday [130] certified,cybersecurity [130] life,savings [130] those,criminals [130] saved,life [130] testify,saved [130] lost,life [130] cybersecurity,testify Top Word Pairs in Tweet in G4:
[30] today,#cybersecurity [30] prevent,data [30] consultation,today [30] security,training [30] book,free [30] #cybersecurity,#phishing [30] #phishing,microsoft [30] theft,book [30] data,theft [30] training,consultation Top Word Pairs in Tweet in G5:
[48] hackers,cybersecurity [48] cybersecurity,professionals [46] top,10 [46] securitytrybe,top [33] cybersecurity,hacking [33] #hacking,#hacked [32] professionals,10 [32] movies,hackers [32] 10,movies [32] vigilante,know Top Word Pairs in Tweet in G6:
[145] cyber,security [105] security,expert [89] instagram,write [89] evidence,help [89] hacked,recently [89] talk,cyber [89] awful,hacked [89] expert,user [89] user,#kelvintech1324 [89] #kelvintech1324,instagram Top Word Pairs in Tweet in G7:
[64] cyber,security [61] account,professional [61] recovering,reactivating [61] seek,help [61] security,expert [61] advise,seek [61] good,recovering [61] professional,cyber [61] expert,hit [61] reactivating,account Top Word Pairs in Tweet in G8:
[84] aircraft,over [84] isr,aircraft [84] flying,high [84] sanctions,immediately [84] over,country [84] level,isr [84] country,sanctions [84] china,flying [84] high,level [84] national,security Top Word Pairs in Tweet in G9:
[81] #infosec,#cybersecurity [76] #cybersecurity,#cybersecuritytips [69] #cybersecuritytips,#pentesting [61] #redteam,#informationsecurity [60] #informationsecurity,#cissp [52] pic,day [52] day,#infosec [49] #oscp,#redteam [49] #pentesting,#oscp [41] hackinarticles,pic Top Word Pairs in Tweet in G10:
[14] #infosec,#cybersecurity [10] detected,#infosec [10] website,detected [10] url,hxxps [10] #偽サイト,url [10] #フィッシング詐欺,#偽サイト [10] possible,#phishing [10] noladefense,possible [10] #scam,#フィッシング詐欺 [10] #phishing,website Top Replied-To in Entire Graph:
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 G10:
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: