The graph represents a network of 4,928 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, 30 March 2021 at 06:43 UTC.
The requested start date was Tuesday, 30 March 2021 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, 55-minute period from Saturday, 27 March 2021 at 21:05 UTC to Tuesday, 30 March 2021 at 00:00 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 : 4928
Unique Edges : 3243
Edges With Duplicates : 13008
Total Edges : 16251
Number of Edge Types : 5
Mentions : 1778
Tweet : 2268
Retweet : 5344
MentionsInRetweet : 6647
Replies to : 214
Self-Loops : 2368
Reciprocated Vertex Pair Ratio : 0.0108797015853279
Reciprocated Edge Ratio : 0.0215252152521525
Connected Components : 890
Single-Vertex Connected Components : 433
Maximum Vertices in a Connected Component : 2720
Maximum Edges in a Connected Component : 13006
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.44788
Graph Density : 0.000267871969718935
Modularity : 0.374813
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 4,928 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, 30 March 2021 at 06:43 UTC.
The requested start date was Tuesday, 30 March 2021 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, 55-minute period from Saturday, 27 March 2021 at 21:05 UTC to Tuesday, 30 March 2021 at 00:00 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:
[637] cyber,security [474] #cybersecurity,#infosec [279] email,accounts [231] homeland,security [211] russian,hackers [207] #cybersecurity,#security [202] #infosec,#cybersecurity [189] #python,#javascript [185] #javascript,#nodejs [182] security,officials Top Word Pairs in Tweet in G1:
[276] #cybersecurity,#infosec [126] #infosec,#cybersecurity [124] #cybersecurity,#security [71] cyber,security [64] #app,available [64] available,#googleplay [64] #googleplay,#amazon [64] #amazon,#appstore [64] #appstore,#samsunggalaxy [64] #samsunggalaxy,store Top Word Pairs in Tweet in G2:
[173] #python,#javascript [169] #javascript,#nodejs [154] #programming,#programmer [153] #programmer,#python [153] #nodejs,javascriptflx [146] #machinelearning,#python [141] javascriptflx,phishfindr [141] phishfindr,#cybersecurity [120] #hclswlobp,#nocode [120] 42sz40,#programming Top Word Pairs in Tweet in G3:
[93] cyber,security [24] manufacturing,firms [24] firms,learn [24] learn,cybersecurity [24] cybersecurity,hard [24] hard,way [15] former,director [15] director,cybersecurity [15] cybersecurity,crypto [15] crypto,ransomware Top Word Pairs in Tweet in G4:
[119] suspected,russian [119] email,accounts [119] homeland,security [108] russian,operation [108] operation,hacked [108] hacked,email [108] accounts,top [108] top,trump [108] trump,admin [108] admin,homeland Top Word Pairs in Tweet in G5:
[57] #cybersecurity,#infosec [26] #cybersecurity,#cyberwarrior [20] #pentesting,#bugbounty [18] #pentesting,#cybersecurity [16] tool,generating [16] generating,fake [16] fake,code [16] code,signing [16] signing,certificates [16] certificates,signing Top Word Pairs in Tweet in G6:
[118] email,accounts [116] russian,hackers [116] accounts,belonging [104] hackers,gained [104] gained,access [104] access,email [87] ap,russian [87] belonging,former [87] former,dhs [87] dhs,secretary Top Word Pairs in Tweet in G7:
[26] 29,million [25] 2020,ic3 [25] ic3,received [25] received,474 [25] 474,complaints [25] complaints,identified [25] identified,ransomware [25] ransomware,adjusted [25] adjusted,losses [25] losses,over Top Word Pairs in Tweet in G8:
[70] done,dusted [70] dusted,bachelor [70] bachelor,sciences [70] sciences,cs [70] cs,programmer [70] programmer,cyber [70] cyber,security [70] security,expert [70] expert,web [70] web,designer Top Word Pairs in Tweet in G9:
[12] update,#iphone [12] #iphone,ipad [12] ipad,apple [12] apple,watch [12] watch,apple [12] apple,released [12] released,urgent [12] urgent,patch [12] patch,update [12] update,devices Top Word Pairs in Tweet in G10:
[67] russian,operation [67] operation,hacked [67] homeland,security [67] security,officials [65] #breakingnews,russian [65] hacked,emails [65] emails,trumps [65] trumps,administration [65] administration,homeland [65] officials,illegally 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 G7:
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: