The graph represents a network of 3,584 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, 21 September 2021 at 06:42 UTC.
The requested start date was Tuesday, 21 September 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, 1-hour, 11-minute period from Saturday, 18 September 2021 at 22:49 UTC to Tuesday, 21 September 2021 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 : 3584
Unique Edges : 2778
Edges With Duplicates : 14159
Total Edges : 16937
Number of Edge Types : 5
Mentions : 1401
Retweet : 6095
MentionsInRetweet : 7323
Tweet : 1977
Replies to : 141
Self-Loops : 2056
Reciprocated Vertex Pair Ratio : 0.0101026830076184
Reciprocated Edge Ratio : 0.0200032792261026
Connected Components : 569
Single-Vertex Connected Components : 292
Maximum Vertices in a Connected Component : 1969
Maximum Edges in a Connected Component : 14376
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.128688
Graph Density : 0.000474945551413421
Modularity : 0.311785
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,584 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, 21 September 2021 at 06:42 UTC.
The requested start date was Tuesday, 21 September 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, 1-hour, 11-minute period from Saturday, 18 September 2021 at 22:49 UTC to Tuesday, 21 September 2021 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:
[633] #ai,#datascience [467] #artificialintelligence,#ai [466] #github,#nodejs [454] #javascript,#github [446] #nodejs,#cybersecurity [445] #cybersecurity,#artificialintelligence [436] #cybersecurity,#devops [435] cyber,security [352] #artificialintelligence,#digitalmarketing [336] cybersecurity,attorney Top Word Pairs in Tweet in G1:
[119] #infosec,#infosecurity [103] #cybersecurity,#infosec [91] #infosecurity,#cybersecurity [77] #cybersecurity,#security [73] #cybersecurity,#threatintel [67] #infosec,#security [60] #infosec,#cybersecurity [51] #security,#cybersecurity [42] #malware,#ransomware [41] security,posture Top Word Pairs in Tweet in G2:
[586] #ai,#datascience [435] #github,#nodejs [431] #artificialintelligence,#ai [423] #javascript,#github [416] #nodejs,#cybersecurity [406] #cybersecurity,#devops [405] #cybersecurity,#artificialintelligence [319] #artificialintelligence,#digitalmarketing [305] #digitalmarketing,#cybersecurity [297] #lowcode,#javascript Top Word Pairs in Tweet in G3:
[84] cyber,security [14] again,again [14] again,reminded [14] reminded,importance [14] importance,proactive [14] proactive,#cybersecurity [14] #cybersecurity,measures [14] measures,important [14] important,things [14] things,keep Top Word Pairs in Tweet in G4:
[12] #python,#cybersecurity [11] #cybersecurity,#bigdata [10] cyber,security [10] uaxy2,service [10] service,#nikseam [10] #nikseam,#machinelearning [10] #machinelearning,#5g [10] #5g,#datascience [10] #datascience,#startup [10] #startup,#100daysofcode Top Word Pairs in Tweet in G5:
[214] 26,indictment [214] indictment,former [214] former,cybersecurity [214] cybersecurity,attorney [214] attorney,clinton [214] clinton,campaign [214] campaign,lawyer [214] lawyer,michael [214] michael,sussmann [214] sussmann,one Top Word Pairs in Tweet in G6:
[122] cybersecurity,attorney [109] indictment,former [109] former,cybersecurity [107] clinton,lawyer [107] lawyer,indictment [107] indictment,reveals [107] reveals,bag [107] bag,tricks [107] tricks,indictment [107] attorney,hillary Top Word Pairs in Tweet in G7:
[41] cyber,security [21] #cybersecurity,#cyberwarrior [11] reading,chapters [11] chapters,cyber [11] security,book [11] software,engineer [10] rbhichher,reading [9] basics,hackers [7] security,expert [6] cybersecurity,requires Top Word Pairs in Tweet in G8:
[18] women,security [13] sc,media [13] media,women [13] security,2021 [12] 2021,women [9] scmagazine,sc [9] women,belong [9] belong,cybersecurity [8] thedgtalempress,women [7] women,watch Top Word Pairs in Tweet in G9:
[14] gt,gt [13] join,threatpost [13] gt,#cybersecurity [12] threat,hunting [10] linux,security [7] rule,#1 [7] #1,linux [7] security,cybersecurity [7] cybersecurity,solution [7] solution,viable Top Word Pairs in Tweet in G10:
[21] penetration,testers [21] testers,ranked [21] ranked,one [21] one,three [21] three,demand [21] demand,jobs [21] jobs,cybersecurity [21] cybersecurity,job [21] job,market [21] market,planning Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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Top Replied-To in G7:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: