The graph represents a network of 5,236 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, 31 May 2022 at 06:46 UTC.
The requested start date was Tuesday, 31 May 2022 at 00:01 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, 44-minute period from Saturday, 28 May 2022 at 21:16 UTC to Tuesday, 31 May 2022 at 00:01 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 : 5236
Unique Edges : 3132
Edges With Duplicates : 12986
Total Edges : 16118
Number of Edge Types : 5
Retweet : 5460
MentionsInRetweet : 6365
Tweet : 2323
Mentions : 1713
Replies to : 257
Self-Loops : 2440
Reciprocated Vertex Pair Ratio : 0.0105884132506429
Reciprocated Edge Ratio : 0.0209549468642419
Connected Components : 927
Single-Vertex Connected Components : 451
Maximum Vertices in a Connected Component : 2537
Maximum Edges in a Connected Component : 11794
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.956747
Graph Density : 0.000243739068953969
Modularity : 0.389404
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,236 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, 31 May 2022 at 06:46 UTC.
The requested start date was Tuesday, 31 May 2022 at 00:01 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, 44-minute period from Saturday, 28 May 2022 at 21:16 UTC to Tuesday, 31 May 2022 at 00:01 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:
[939] #infosec,#cybersecurity [565] #pentesting,#oscp [519] cyber,security [433] #cybersecurity,#pentesting [423] #cybersecurity,#infosec [305] #oscp,#informationsecurity [283] cybersecurity,company [281] cheat,sheet [272] cybersecurity,officials [271] federal,cybersecurity Top Word Pairs in Tweet in G1:
[221] #bigdata,#analytics [215] #infosec,#cybersecurity [203] #datascience,#ai [199] #cybersecurity,#infosec [198] #machinelearning,#cybersecurity [197] #python,#rstats [187] #cybersecurity,#bigdata [184] #analytics,#datascience [179] #iiot,#python [173] #ai,#iiot Top Word Pairs in Tweet in G2:
[683] #infosec,#cybersecurity [458] #pentesting,#oscp [344] #cybersecurity,#pentesting [249] #oscp,#informationsecurity [209] cheat,sheet [185] #informationsecurity,#hacking [174] sheet,credit [159] credit,#infosec [135] #cybersecurity,#cybersecuritytips [131] #cybersecurity,#redteam Top Word Pairs in Tweet in G3:
[123] cyber,security [24] #100daysofcode,#coding [23] #coding,#programming [21] #programming,#python [19] #python,#womenwhocode [16] bredec,reliability [15] united,states [13] #womenwhocode,#100daysofcodechallenge [13] learn,more [12] #cybersecurity,#devops Top Word Pairs in Tweet in G4:
[18] internet,safety [18] safety,kids [9] kids,folge [8] drjdrooghaag,netzpalaver [7] #cybersecurity,#internetofkids [7] #internetofkids,#internetsafetyforkids [7] gefahrenlage,#mittelstand [7] #mittelstand,statement [7] #cybersecurity,#infosec [7] netzpalaver,isafety4kids Top Word Pairs in Tweet in G5:
[145] cybersecurity,company [144] according,israeli [144] israeli,cybersecurity [144] company,12 [144] 12,traffic [144] traffic,originating [144] originating,twitter [144] twitter,made [144] made,bots [143] zerohedge,according Top Word Pairs in Tweet in G6:
[139] breaking,federal [139] federal,cybersecurity [139] cybersecurity,officials [139] officials,verified [139] verified,software [139] software,vulnerabilities [139] vulnerabilities,certain [139] certain,ballot [139] ballot,marking [138] djttracker,breaking Top Word Pairs in Tweet in G7:
[123] federal,government [123] government,found [123] found,evidence [123] evidence,flaws [123] flaws,dominion [123] dominion,voting [123] voting,machines [123] machines,exploited [123] exploited,including [122] washingtonpost,federal Top Word Pairs in Tweet in G8:
[115] cnn,reports [115] reports,federal [115] federal,cybersecurity [115] cybersecurity,officials [115] officials,verified [115] verified,software [115] software,vulnerabilities [115] vulnerabilities,ballot [115] ballot,marking [115] marking,devices Top Word Pairs in Tweet in G9:
[107] 12,traffic [107] traffic,originating [107] originating,#twitter [107] #twitter,made [107] made,bots [107] bots,study [107] study,global [107] global,cybersecurity [107] cybersecurity,company [107] company,cheq Top Word Pairs in Tweet in G10:
[13] #cybersecurity,#technology [11] security,code [11] code,sac [11] sac,allows [11] allows,configure [11] configure,security [11] security,rules [11] rules,deploying [11] deploying,workloads [11] workloads,cloud Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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: