The graph represents a network of 4,012 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, 11 January 2022 at 07:49 UTC.
The requested start date was Tuesday, 11 January 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, 34-minute period from Saturday, 08 January 2022 at 22:46 UTC to Tuesday, 11 January 2022 at 00:20 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 : 4012
Unique Edges : 3459
Edges With Duplicates : 14019
Total Edges : 17478
Number of Edge Types : 5
Retweet : 6022
MentionsInRetweet : 7386
Mentions : 1693
Tweet : 2227
Replies to : 150
Self-Loops : 2326
Reciprocated Vertex Pair Ratio : 0.00954168621930236
Reciprocated Edge Ratio : 0.0189030058878215
Connected Components : 618
Single-Vertex Connected Components : 295
Maximum Vertices in a Connected Component : 2566
Maximum Edges in a Connected Component : 15493
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.038142
Graph Density : 0.00040106556421486
Modularity : 0.326923
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,012 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, 11 January 2022 at 07:49 UTC.
The requested start date was Tuesday, 11 January 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, 34-minute period from Saturday, 08 January 2022 at 22:46 UTC to Tuesday, 11 January 2022 at 00:20 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:
[569] sign,free [532] free,charge [491] job,sign [466] need,job [440] #programming,#coding [437] #hiring,sign [424] #infosec,#cybersecurity [420] free,middlemen [411] #artificialintelligence,#machinelearning [391] jobpreference,need Top Word Pairs in Tweet in G1:
[493] sign,free [463] free,charge [432] job,sign [409] need,job [392] #programming,#coding [381] #hiring,sign [367] free,middlemen [361] #artificialintelligence,#machinelearning [342] middlemen,#job [337] #womenwhocode,#programming Top Word Pairs in Tweet in G2:
[56] #infosec,#cybersecurity [42] #infosecurity,#cybersecurity [41] #infosec,#infosecurity [41] #cybersecurity,#threatintel [39] #cybersecurity,#infosec [37] #cybersecurity,#security [34] sign,free [33] eli_krumova,gave [33] gave,kred [33] kred,#influence Top Word Pairs in Tweet in G3:
[166] #infosecurity,#cybersecurity [164] #cybersecurity,#threatintel [163] #infosec,#infosecurity [159] #cybersecurity,#infosec [118] #malware,#ransomware [104] #threatintel,#threatintelligence [100] #infosec,#cybersecurity [92] #threatintelligence,#hacking [88] #hacking,#cybernews [85] #cybernews,#cyberattack Top Word Pairs in Tweet in G4:
[45] cyber,security [10] learn,more [8] #cybersecurity,#security [8] experts,place [8] place,human [8] human,factor [8] factor,centre [8] centre,cybersecurity [8] cybersecurity,strategies [8] cybersecurity,rule Top Word Pairs in Tweet in G5:
[216] #infosec,#cybersecurity [151] #cybersecurity,#pentesting [151] #pentesting,#oscp [90] #oscp,#informationsecurity [85] credit,#infosec [70] #informationsecurity,#hacking [69] #hacking,#cissp [63] #cissp,#redteam [54] #cybersecurity,#cyberwarrior [53] cheatsheet,credit Top Word Pairs in Tweet in G6:
[39] factor,authentication [37] single,factor [36] authentication,common [36] common,low [36] low,security [36] security,method [36] method,authentication [36] authentication,cisagov [36] cisagov,always [36] always,recommends Top Word Pairs in Tweet in G7:
[81] giveaway,giving [81] giving,away [81] away,three [81] three,pentest [81] pentest,books [81] books,retweet [81] retweet,#pentest [81] #pentest,#cybersecurity [81] #cybersecurity,#bugbounty [81] #bugbounty,#bugbountytips Top Word Pairs in Tweet in G8:
[7] completed,room [7] room,check [7] check,#tryhackme [6] connected,hacked [6] hacked,#cybersecurity [5] time,change [5] realtryhackme,#cybersecurity [4] #cybersecurity,#infosec [4] security,update [4] norton,#antivirus Top Word Pairs in Tweet in G10:
[14] #cybersecurity,#blacktechtwitter [11] artificial,intelligence [7] #innovation,#fintech [6] #fintech,#startups [6] #startups,#ai [6] #ai,#ml [5] cyber,security [5] big,data [4] #cybersecurity,#innovation [4] intelligence,smart Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G8:
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 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 G8:
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Top Tweeters in G10: