The graph represents a network of 4,940 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, 27 December 2022 at 07:40 UTC.
The requested start date was Tuesday, 27 December 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, 3-hour, 29-minute period from Saturday, 24 December 2022 at 20:51 UTC to Tuesday, 27 December 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 : 4940
Unique Edges : 2832
Edges With Duplicates : 10842
Total Edges : 13674
Number of Edge Types : 5
Replies to : 623
Mentions : 1212
Tweet : 3140
Retweet : 4138
MentionsInRetweet : 4561
Self-Loops : 3352
Reciprocated Vertex Pair Ratio : 0.0066262779250284
Reciprocated Edge Ratio : 0.0131653187887907
Connected Components : 975
Single-Vertex Connected Components : 592
Maximum Vertices in a Connected Component : 2470
Maximum Edges in a Connected Component : 9714
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.123785
Graph Density : 0.000217921803902345
Modularity : 0.386075
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,940 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, 27 December 2022 at 07:40 UTC.
The requested start date was Tuesday, 27 December 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, 3-hour, 29-minute period from Saturday, 24 December 2022 at 20:51 UTC to Tuesday, 27 December 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:
[1559] cyber,security [810] #infosec,#cybersecurity [692] send,dm [622] professional,cyber [487] security,expert [471] #pentesting,#oscp [437] account,professional [422] simply,contact [406] retrieve,reactivate [406] expert,send Top Word Pairs in Tweet in G1:
[103] cyber,security [36] #cybersecurity,#goptaxscam [36] #maxpole,#coinecplaza [36] chat,help [36] money,back [36] #metaycoin,#stormavail [36] #stormavail,#invest [36] #coinecplaza,#sgtkcoin [35] feeling,joy [35] back,#hotteess Top Word Pairs in Tweet in G2:
[271] #datascience,#datascientists [234] #ai,#ml [232] #machinelearning,#datascience [227] #analytics,#ai [224] #artificialintelligence,#ai [222] #ml,#datascience [213] #bigdata,#analytics [197] #cybersecurity,#bigdata [196] #infosec,#cybersecurity [172] #ai,#iiot Top Word Pairs in Tweet in G3:
[205] #infosec,#cybersecurity [148] #pentesting,#oscp [137] #cybersecurity,#pentesting [124] #oscp,#informationsecurity [85] cheat,sheet [79] credit,#infosec [76] #cybersecurity,#infosec [70] sheet,credit [66] #informationsecurity,#hacking [59] #hacking,#cissp Top Word Pairs in Tweet in G4:
[319] account,professional [319] security,expert [319] simply,contact [319] retrieve,reactivate [319] instagram,retrieve [319] contact,sectech_support [319] reactivate,account [319] professional,cyber [319] cyber,security [319] send,dm Top Word Pairs in Tweet in G5:
[95] part,part [56] reverse,engineering [53] engineering,exploitation [51] inversecos,part [51] series,arm64 [51] arm64,ios [51] ios,reverse [51] exploitation,inversecos [50] 0xor0ne,series [43] #infosec,#cybersecurity Top Word Pairs in Tweet in G6:
[225] #infosec,#cybersecurity [183] #cybersecurity,#cybersecuritytips [172] #pentesting,#oscp [166] #cybersecuritytips,#pentesting [151] #oscp,#redteam [145] #redteam,#informationsecurity [141] #informationsecurity,#cissp [117] pic,day [117] day,#infosec [100] #cissp,#c Top Word Pairs in Tweet in G7:
[11] #bigdata,#analytics [9] #analytics,#ai [9] #innovation,#tech [9] #ai,#iiot [8] #datascientist,#csuite [8] #smartcity,#datascientist [8] #ehealth,#finserv [8] #web3,#cx [8] #healthtech,#smartcity [8] #csuite,#digitalhealth Top Word Pairs in Tweet in G8:
[131] cyber,security [127] data,analysis [126] digital,marketing [126] analysis,digital [126] security,data [125] marketing,project [125] analysis,cyber [125] interested,career [125] business,analysis [125] paths,business Top Word Pairs in Tweet in G9:
[203] cyber,security [117] contact,brian_j51 [117] brian_j51,instagram [117] professional,cyber [117] send,dm [100] recover,account [94] simply,contact [86] security,hacker [86] sure,help [79] cozy_j7,instagram Top Word Pairs in Tweet in G10:
[84] cyber,security [48] security,expert [40] certified,cyber [36] seek,help [35] account,professional [35] recovering,reactivating [35] instagram,reliable [35] advise,seek [35] instagram,good [35] hit,instagram 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 G6:
Top Replied-To in G7:
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:
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: