The graph represents a network of 4,892 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, 14 December 2021 at 07:49 UTC.
The requested start date was Tuesday, 14 December 2021 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, 1-hour, 26-minute period from Saturday, 11 December 2021 at 22:54 UTC to Tuesday, 14 December 2021 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 : 4892
Unique Edges : 3085
Edges With Duplicates : 13400
Total Edges : 16485
Number of Edge Types : 5
Retweet : 5812
MentionsInRetweet : 6665
Replies to : 172
Tweet : 2376
Mentions : 1460
Self-Loops : 2430
Reciprocated Vertex Pair Ratio : 0.00805327551494502
Reciprocated Edge Ratio : 0.0159778767859886
Connected Components : 768
Single-Vertex Connected Components : 369
Maximum Vertices in a Connected Component : 3043
Maximum Edges in a Connected Component : 13771
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.539916
Graph Density : 0.000272038367733015
Modularity : 0.370359
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,892 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, 14 December 2021 at 07:49 UTC.
The requested start date was Tuesday, 14 December 2021 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, 1-hour, 26-minute period from Saturday, 11 December 2021 at 22:54 UTC to Tuesday, 14 December 2021 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:
[647] cyber,security [544] sign,free [543] need,job [543] job,sign [543] free,middlemen [447] jobpreference,need [366] cybersecurity,expert [359] specialized,psychological [356] waldron,cybersecurity [355] phil,waldron Top Word Pairs in Tweet in G1:
[509] need,job [509] job,sign [509] sign,free [509] free,middlemen [413] jobpreference,need [295] #javascript,#github [274] #infosec,#infosecurity [274] #cybersecurity,#devops [270] #github,#nodejs [266] #nodejs,#cybersecurity Top Word Pairs in Tweet in G2:
[74] #cybersecurity,#infosec [49] #infosec,#cybersecurity [45] #news,#cybersecurity [31] zero,day [30] #cybersecurity,#security [29] read,more [28] learn,more [26] #cybersecurity,#devops [26] sign,free [26] #infosec,#infosecurity Top Word Pairs in Tweet in G3:
[71] cyber,security [16] cybersecurity,threats [15] learn,more [12] government,websites [12] business,security [12] security,system [12] system,gone [12] gone,rogue [12] #scareware,#becybersafe [12] #becybersafe,#cybersecurity Top Word Pairs in Tweet in G4:
[346] phil,waldron [344] retired,colonel [344] colonel,phil [344] waldron,cybersecurity [344] cybersecurity,expert [344] expert,specialized [344] specialized,psychological [335] psychological,operations [335] operations,military [333] reportsdanews,retired Top Word Pairs in Tweet in G5:
[15] cyber,security [12] artificial,intelligence [10] gt,gt [9] #cloud,#machinelearning [8] more,security [8] top,10 [8] #iot,#iiot [7] increased,complexity [7] complexity,cloud [7] cloud,computing Top Word Pairs in Tweet in G6:
[187] cyber,security [170] ui,ux [163] coding,ui [162] 2022,stone [162] stone,unturned [162] unturned,re [162] re,still [162] still,keen [162] keen,learning [162] learning,coding Top Word Pairs in Tweet in G7:
[119] #infosec,#cybersecurity [92] #cybersecurity,#pentesting [92] #pentesting,#oscp [52] #oscp,#informationsecurity [51] cheatsheet,credit [49] credit,#infosec [48] #informationsecurity,#hacking [46] #hacking,#cissp [46] #cissp,#redteam [35] #redteam,#hackingtools Top Word Pairs in Tweet in G8:
[52] usps,pursued [52] pursued,project [52] project,build [52] build,secretly [52] secretly,test [52] test,blockchain [52] blockchain,based [52] based,mobile [52] mobile,phone [52] phone,voting Top Word Pairs in Tweet in G9:
[22] apache,log4j [22] cve,2021 [22] 2021,44228 [21] #rce,vulnerability [21] vulnerability,cve [20] cisa,created [20] created,webpage [20] webpage,help [20] help,track [20] track,take Top Word Pairs in Tweet in G10:
[58] cybersecurity,uk [40] support,group [39] starting,cybersecurity [39] cybersecurity,support [39] group,african [39] african,students [39] students,studying [39] studying,msc [39] msc,cybersecurity [39] uk,republic Top Replied-To in Entire Graph:
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Top Replied-To in G4:
Top Replied-To in G6:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: