The graph represents a network of 4,493 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 07:36 UTC.
The tweets in the network were tweeted over the 2219-day, 3-hour, 26-minute period from Monday, 09 January 2017 at 21:34 UTC to Tuesday, 07 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 : 4493
Unique Edges : 3076
Edges With Duplicates : 8097
Total Edges : 11173
Number of Edge Types : 9
MentionsInRetweet : 3216
MentionsInQuote : 165
Mentions : 1110
Retweet : 2573
Quote : 221
Tweet : 2018
Replies to : 685
MentionsInReplyTo : 1181
MentionsInQuoteReply : 4
Self-Loops : 2423
Reciprocated Vertex Pair Ratio : 0.016030373338958
Reciprocated Edge Ratio : 0.0315549096948308
Connected Components : 1062
Single-Vertex Connected Components : 572
Maximum Vertices in a Connected Component : 2151
Maximum Edges in a Connected Component : 7558
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.752727
Graph Density : 0.000238671454695827
Modularity : 0.447351
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,493 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 07:36 UTC.
The tweets in the network were tweeted over the 2219-day, 3-hour, 26-minute period from Monday, 09 January 2017 at 21:34 UTC to Tuesday, 07 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:
[799] cyber,security [384] security,expert [366] #infosec,#cybersecurity [289] professional,cyber [225] expert,hit [170] #pentesting,#oscp [164] account,professional [153] #cybersecurity,#cybersecuritytips [145] seek,help [145] reactivating,account Top Word Pairs in Tweet in G1:
[61] cyber,security [27] data,here's [26] proprietary,network [26] telecom,orgs [26] here's,mean [26] require,telecom [26] proposed,rule [26] orgs,immediately [26] mean,#cybersecurity [26] federal,agencies Top Word Pairs in Tweet in G2:
[160] #infosec,#cybersecurity [91] #datascience,#datascientists [89] #infosec,#infosecurity [88] #malware,#ransomware [83] #infosecurity,#cybersecurity [81] #cybersecurity,#hacker [80] #python,#coding [79] #cybersecurity,#threatintel [74] #hacker,#infosec [74] #100daysofcode,#programming Top Word Pairs in Tweet in G3:
[262] cyber,security [226] security,expert [197] professional,cyber [133] expert,hit [118] send,dm [88] acct,fixed [87] back,professional [87] fixed,back [86] instagram,help [82] simply,reach Top Word Pairs in Tweet in G4:
[47] #iot,#iiot [40] #iiot,#iotpl [38] #bigdata,#analytics [32] #ai,#ml [31] #analytics,#ai [28] #iotpl,#iotcl [24] #python,#rstats [24] #machinelearning,#datascience [23] #machinelearning,#ml [23] #cybersecurity,#bigdata Top Word Pairs in Tweet in G5:
[49] cybersecurity,2023 [49] platforms,learn [49] learn,cybersecurity [49] 2023,free [48] securitytrybe,platforms [29] preparing,cybersecurity [29] cybersecurity,entry [29] interview,thread [29] entry,level [29] level,interview Top Word Pairs in Tweet in G6:
[38] #infosec,#cybersecurity [34] part,part [33] development,credits [33] team,tools [33] introduction,windows [33] tools,development [33] idov31,part [33] drivers,red [33] red,team [33] credits,idov31 Top Word Pairs in Tweet in G7:
[93] #infosec,#cybersecurity [89] #cybersecurity,#cybersecuritytips [86] #cybersecuritytips,#pentesting [84] #pentesting,#oscp [77] #oscp,#redteam [72] #redteam,#informationsecurity [52] #informationsecurity,#cissp [50] #cybersecurity,#cybersecurite [50] touchscreen,#cybersecurity [50] scrolling,attack Top Word Pairs in Tweet in G8:
[57] talk,cyber [57] cyber,security [57] expert,user [57] security,expert [57] recently,directed [57] directed,talk [56] write,evidence [50] awful,scammed [49] wisdom_eth,write [49] user,wisdom_eth Top Word Pairs in Tweet in G9:
[26] #ios,#cybersecurity [26] #google,#apple [26] #apple,#ios [26] #seo,#google [24] #cybersecurity,#robotics [22] #robotics,#ai [16] cyber,attacks [11] cyber,threats [10] ransomware,attack [10] leadership,act Top Word Pairs in Tweet in G10:
[92] support,video [92] security,giveaway [92] cyber,security [92] tag,friends [92] giveaway,retweet [92] m4a4,cyber [92] friends,show [92] retweet,tag [92] show,support [91] lepajeecsgo,m4a4 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: