The graph represents a network of 3,869 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 Thursday, 19 December 2019 at 12:59 UTC.
The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 1-hour, 40-minute period from Monday, 16 December 2019 at 11:25 UTC to Tuesday, 17 December 2019 at 13:05 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 : 3869
Unique Edges : 5617
Edges With Duplicates : 3321
Total Edges : 8938
Number of Edge Types : 3
Mentions : 6920
Tweet : 1910
Replies to : 108
Self-Loops : 1910
Reciprocated Vertex Pair Ratio : 0.0186099506266616
Reciprocated Edge Ratio : 0.0365398956002983
Connected Components : 781
Single-Vertex Connected Components : 454
Maximum Vertices in a Connected Component : 2302
Maximum Edges in a Connected Component : 7237
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.993371
Graph Density : 0.000358429357743237
Modularity : 0.52429
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 3,869 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 Thursday, 19 December 2019 at 12:59 UTC.
The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 1-hour, 40-minute period from Monday, 16 December 2019 at 11:25 UTC to Tuesday, 17 December 2019 at 13:05 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:
[508] gt,gt [442] cyber,security [163] #cybersecurity,#infosec [131] #cybersecurity,#hacker [111] mikequindazzi,gt [107] #iot,#cybersecurity [107] state,emergency [103] areas,focus [101] top,11 [100] 11,#fintech Top Word Pairs in Tweet in G1:
[105] cyber,security [16] running,time [16] time,fix [16] fix,aviation [16] aviation,cybersecurity [12] cybersecurity,trends [10] cyber,attacks [10] election,security [10] #security,#cybersecurity [9] shadow,cybersecurity Top Word Pairs in Tweet in G2:
[405] gt,gt [96] mikequindazzi,gt [88] areas,focus [86] top,11 [86] 11,#fintech [86] #fintech,areas [86] focus,entering [86] entering,2020 [86] 2020,gt [86] gt,#pwc Top Word Pairs in Tweet in G3:
[87] #cybersecurity,#hacker [52] cyber,security [50] #cybersecurity,#infosec [39] 2019,12 [36] cioonline,kaspersky [35] avgfree,eset [32] kaspersky,thehackersnews [31] #infosec,#security [29] state,emergency [27] #infosec,#cybersecurity Top Word Pairs in Tweet in G4:
[65] #pcexpander,#cybernews [53] #cybernews,#nonstopnews [51] #nonstopnews,#cybersecurity [45] #cybersecurity,#cyberattack [35] #cyberattack,#tecnology [35] #tecnology,#news [30] state,emergency [28] cyberdomain,#cybersecurity [28] #cybersecurity,#hacker [18] declares,state Top Word Pairs in Tweet in G5:
[37] gt,gt [28] #cybersecurity,#infosec [27] #cybersecurity,#cyberattack [24] #pcexpander,#cybernews [24] #cybernews,#nonstopnews [24] #nonstopnews,#cybersecurity [21] #cyberattack,#tecnology [21] #tecnology,#news [16] #infosec,#cybersecurity [16] cyber,security Top Word Pairs in Tweet in G6:
[50] videogames,cybersecurity [50] cybersecurity,teaching [44] cyber,security [33] 5m,videogames [28] abertayuni's,5m [22] economy,secretary [22] secretary,derekmackaysnp [22] derekmackaysnp,officially [22] officially,opened [22] opened,abertayuni's Top Word Pairs in Tweet in G7:
[36] #cybersecurity,#databreach [29] gt,gt [29] cyber,security [22] #databreach,#hackers [22] #infosec,reach2ratan [22] reach2ratan,#ai [22] #ai,#ml [22] #cloudsecurity,#machinelearning [22] #blockchain,#dataprotection [22] #dataprotection,#privacy Top Word Pairs in Tweet in G8:
[10] #yourmustread,#influencerpromotion [10] #influencerpromotion,#topcasestudy [8] ai_miami,peterleah18 [8] #influencers,#influencermarketing [7] #topcasestudy,#cybersecurity [7] itakethelead,365surmarius [7] 365surmarius,themrblueprint [7] themrblueprint,mrkmrkmoh [7] mrkmrkmoh,mariussou [7] mariussou,kiyotaka_1991 Top Word Pairs in Tweet in G9:
[56] dr,omkar_raii [56] omkar_raii,dg [56] dg,#stpiindia [56] #stpiindia,esteemed [56] esteemed,keynote [56] keynote,speaker [56] speaker,address [56] address,inaugural [56] inaugural,session [56] session,cii Top Word Pairs in Tweet in G10:
[20] web,tools [20] tools,pentesters [20] pentesters,security [20] security,researchers [20] researchers,ssl [20] ssl,security [20] security,headers [20] headers,web [20] web,linters [20] linters,dns Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: