The graph represents a network of 5,304 Twitter users whose tweets in the requested range contained "(Cyber Security) OR Cybersecurity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 20 December 2022 at 07:40 UTC.
The requested start date was Tuesday, 20 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 2-hour, 36-minute period from Saturday, 17 December 2022 at 21:44 UTC to Tuesday, 20 December 2022 at 00:21 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 : 5304
Unique Edges : 3260
Edges With Duplicates : 11573
Total Edges : 14833
Number of Edge Types : 5
MentionsInRetweet : 5237
Mentions : 1734
Retweet : 4619
Tweet : 2919
Replies to : 324
Self-Loops : 3182
Reciprocated Vertex Pair Ratio : 0.0112936344969199
Reciprocated Edge Ratio : 0.0223350253807107
Connected Components : 1221
Single-Vertex Connected Components : 732
Maximum Vertices in a Connected Component : 2922
Maximum Edges in a Connected Component : 11450
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.121171
Graph Density : 0.000210117554905744
Modularity : 0.390887
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,304 Twitter users whose tweets in the requested range contained "(Cyber Security) OR Cybersecurity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 20 December 2022 at 07:40 UTC.
The requested start date was Tuesday, 20 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 2-hour, 36-minute period from Saturday, 17 December 2022 at 21:44 UTC to Tuesday, 20 December 2022 at 00:21 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[762] #infosec,#cybersecurity [543] cyber,security [513] #pentesting,#oscp [383] #cybersecurity,#cybersecuritytips [380] #cybersecurity,#infosec [376] #iot,#iiot [364] #javascript,#reactjs [353] #cybersecuritytips,#pentesting [327] #cybersecurity,#python [325] #oscp,#redteam Top Word Pairs in Tweet in G1:
[92] cyber,security [38] twitter,whistleblower [38] #twittersecurity,#twitterwhistleblower [38] lack,security [38] claims,twitter [38] making,lack [38] whistleblower,making [38] security,user [38] user,data [36] data,#twittersecurity Top Word Pairs in Tweet in G2:
[385] #infosec,#cybersecurity [202] #pentesting,#oscp [182] #machinelearning,#datascience [173] #bigdata,#analytics [161] #analytics,#ai [154] #cybersecurity,#cybersecuritytips [153] #ai,#ml [151] #datascience,#datascientists [145] #ai,#iiot [144] #cybersecurity,#bigdata Top Word Pairs in Tweet in G3:
[296] #javascript,#reactjs [286] #iot,#iiot [284] #python,#iot [279] #iiot,#pytorch [270] #100daysofcode,#cybersecurity [253] #cybersecurity,#python [241] #pytorch,#ad [237] #ad,#javascript [174] #reactjs,#wordpress [120] #wordpress,#security Top Word Pairs in Tweet in G4:
[309] #infosec,#cybersecurity [288] #pentesting,#oscp [214] #cybersecurity,#cybersecuritytips [204] #cybersecuritytips,#pentesting [201] #oscp,#redteam [173] #redteam,#informationsecurity [153] #informationsecurity,#cissp [98] day,#infosec [98] pic,day [84] #cybersecurity,#pentesting Top Word Pairs in Tweet in G5:
[72] beginner,updating [72] thread,thread [72] transition,cybersecurity [72] thread,transition [72] cybersecurity,beginner [72] cybersecurity,thread [71] ernestgfx,cybersecurity [60] beginners,learn [60] talk,learn [60] learn,computer Top Word Pairs in Tweet in G6:
[163] #cybersecurity,#infosec [128] become,successful [128] cybersecurity,engineer [128] complete,study [128] successful,cybersecurity [128] plan,become [128] study,plan [128] engineer,#cybersecurity [127] nandanlohitaksh,complete [32] #infosec,#hacking Top Word Pairs in Tweet in G7:
[91] credentials,securitytrails [91] dehashed,view [91] search,engines [91] view,leaked [91] securitytrails,extensive [91] leaked,credentials [91] engines,researchers [91] extensive,dns [91] cybersecurity,search [91] 30,cybersecurity Top Word Pairs in Tweet in G8:
[27] cyber,security [20] #hacked,#hacking [17] #cybersecurity,#tech [13] #cyberattack,#cybersecurity [13] #infosec,#cybersecurity [12] seeing,#cybersecurity [12] commitment,seeing [12] land,tech [12] #cybersecurity,professionals [12] professionals,learn Top Word Pairs in Tweet in G9:
[29] dhs,contractor [29] contractor,describes [29] partners,cyber [29] confusing,cis [29] itself,partners [29] 42,confusing [29] cis,dhs [29] cyber,internet [29] describes,itself [28] mtaibbi,42 Top Word Pairs in Tweet in G10:
[19] robtlee,jorgeorchilles [19] jorgeorchilles,it_audit [15] 21st,11 [15] dec,21st [15] 00,register [15] 11,00 [15] wed,dec [13] gain,expert [13] prepared,gain [13] future,#cybersecurity Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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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:
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Top Tweeters in G7:
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Top Tweeters in G10: