The graph represents a network of 5,482 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, 08 March 2022 at 07:44 UTC.
The requested start date was Tuesday, 08 March 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, 1-hour, 5-minute period from Tuesday, 01 March 2022 at 23:16 UTC to Friday, 04 March 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 : 5482
Unique Edges : 3419
Edges With Duplicates : 13049
Total Edges : 16468
Number of Edge Types : 5
Retweet : 5615
MentionsInRetweet : 6533
Tweet : 2539
Mentions : 1564
Replies to : 217
Self-Loops : 2658
Reciprocated Vertex Pair Ratio : 0.00787976068874945
Reciprocated Edge Ratio : 0.0156363109888519
Connected Components : 915
Single-Vertex Connected Components : 455
Maximum Vertices in a Connected Component : 3431
Maximum Edges in a Connected Component : 13621
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.032395
Graph Density : 0.000229874407433567
Modularity : 0.394969
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,482 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, 08 March 2022 at 07:44 UTC.
The requested start date was Tuesday, 08 March 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, 1-hour, 5-minute period from Tuesday, 01 March 2022 at 23:16 UTC to Friday, 04 March 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:
[421] cyber,security [345] national,security [336] #infosec,#cybersecurity [288] russia,use [286] security,advisor [285] anne,neuberger [285] advisor,cyber [284] #infosec,#infosecurity [284] cyber,anne [284] cyber,emerging Top Word Pairs in Tweet in G1:
[139] #cybersecurity,#infosec [83] #infosec,#infosecurity [81] #cybersecurity,#security [79] #infosec,#cybersecurity [79] #cybersecurity,#threatintel [78] #infosecurity,#cybersecurity [51] #news,#cybersecurity [43] cyber,security [26] cyber,attacks [24] senate,passes Top Word Pairs in Tweet in G2:
[30] #cybersecurity,#infosec [28] #infosec,#cybersecurity [27] #infosec,#secinfo [25] #secinfo,#security [24] cyber,security [24] #infosec,#infosecurity [24] #cybersecurity,#threatintel [24] #security,#cybersecurity [23] #infosecurity,#cybersecurity [22] #cybersecurity,#security Top Word Pairs in Tweet in G3:
[66] cyber,security [20] complyapplyjobs,hiring [20] #risk,#compliance [20] #compliance,#compliancejobs [18] senate,passes [17] cyber,attacks [17] cybersecurity,threat [17] principal,cybersecurity [16] hiring,senior [16] senior,product Top Word Pairs in Tweet in G4:
[218] #machinelearning,#ai [171] free,charge [158] #infosec,#infosecurity [157] #infosecurity,#cybersecurity [157] #cybersecurity,#threatintel [151] #ai,#python [135] #python,#datascience [134] #threatintel,#threatintelligence [126] #threatintelligence,#hacking [122] #malware,#ransomware Top Word Pairs in Tweet in G5:
[270] given,history [270] history,russia [270] russia,use [270] use,cyber [270] cyber,anne [270] anne,neuberger [270] neuberger,dep [270] dep,national [270] national,security [270] security,advisor Top Word Pairs in Tweet in G6:
[180] workforce,education [179] cybersecurity,workforce [147] 20,million [140] million,investment [140] education,double [140] double,enrollment [140] enrollment,cybersecurity [140] cybersecurity,pathways [139] investment,cybersecurity [138] govrondesantis,20 Top Word Pairs in Tweet in G7:
[12] #cybersecurity,#infosec [10] edge,computing [8] cyber,security [8] #cybersecurity,tylercohenwood [7] ai,protects [7] protects,machine [7] machine,identities [7] identities,zero [7] zero,trust [7] trust,world Top Word Pairs in Tweet in G8:
[143] #infosec,#cybersecurity [103] #cybersecurity,#pentesting [103] #pentesting,#oscp [83] #oscp,#informationsecurity [77] #cissp,#redteam [56] #cybersecurity,#infosec [55] cheat,sheet [39] #informationsecurity,#hacking [39] #hacking,#cissp [39] #informationsecurity,#cissp Top Word Pairs in Tweet in G9:
[63] strengthening,american [63] american,cybersecurity [63] cybersecurity,act [40] glad,see [40] see,senate [40] senate,pass [40] pass,strengthening [40] act,mounting [40] mounting,threat [40] threat,putin Top Word Pairs in Tweet in G10:
[52] senate,passes [52] passes,cybersecurity [52] cybersecurity,bill [52] bill,amid [52] amid,fears [52] fears,russian [52] russian,cyberattacks [36] national,security [34] webinar,morning [34] morning,national 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 G6:
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: