The graph represents a network of 4,961 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, 12 July 2022 at 06:43 UTC.
The requested start date was Tuesday, 12 July 2022 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 4-day, 1-hour, 18-minute period from Thursday, 07 July 2022 at 22:42 UTC to Tuesday, 12 July 2022 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 : 4961
Unique Edges : 2735
Edges With Duplicates : 12786
Total Edges : 15521
Number of Edge Types : 5
Retweet : 5470
MentionsInRetweet : 6186
Tweet : 2355
Replies to : 212
Mentions : 1298
Self-Loops : 2491
Reciprocated Vertex Pair Ratio : 0.0112007906440455
Reciprocated Edge Ratio : 0.0221534451865125
Connected Components : 936
Single-Vertex Connected Components : 484
Maximum Vertices in a Connected Component : 2642
Maximum Edges in a Connected Component : 11940
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.412278
Graph Density : 0.00024948631584423
Modularity : 0.372784
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,961 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, 12 July 2022 at 06:43 UTC.
The requested start date was Tuesday, 12 July 2022 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 4-day, 1-hour, 18-minute period from Thursday, 07 July 2022 at 22:42 UTC to Tuesday, 12 July 2022 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:
[664] cyber,security [627] #infosec,#cybersecurity [625] #cybersecurity,#bigdata [592] #bigdata,#analytics [543] #machinelearning,#datascience [471] #analytics,#ai [427] #datascience,#sql [425] cheat,sheet [424] #sql,#cybersecurity [423] #ai,#iiot Top Word Pairs in Tweet in G1:
[569] #cybersecurity,#bigdata [539] #bigdata,#analytics [491] #machinelearning,#datascience [431] #analytics,#ai [390] #ai,#iiot [384] #datascience,#sql [383] #sql,#cybersecurity [340] #iiot,#python [323] #python,#rstats [215] cheat,sheet Top Word Pairs in Tweet in G2:
[91] cyber,security [24] ãƒ,ム[18] zero,trust [14] cybersecurity,threats [13] cyber,attacks [11] mid,sized [11] #cybersecurity,#infosec [11] read,more [10] crowdstrike,cybersecurity [9] businesses,need Top Word Pairs in Tweet in G3:
[437] #infosec,#cybersecurity [274] #pentesting,#oscp [237] #cybersecurity,#pentesting [193] cheat,sheet [170] #oscp,#informationsecurity [140] #cybersecurity,#infosec [131] #cissp,#redteam [114] #cybersecurity,#redteam [105] #informationsecurity,#cissp [96] sheet,credit Top Word Pairs in Tweet in G4:
[212] cyber,security [204] highimpact01,interested [204] interested,career [204] career,paths [204] paths,business [204] business,analysis [204] analysis,cyber [204] security,data [204] data,analysis [204] analysis,digital Top Word Pairs in Tweet in G5:
[226] šstate,art [226] art,ai [226] ai,approaches [226] approaches,cybersecurity [226] cybersecurity,article [226] article,dedicated [226] dedicated,ai [226] ai,comes [226] comes,ai [226] ai,security Top Word Pairs in Tweet in G6:
[11] #cybersecurity,challenges [11] challenges,#digital [11] #digital,#banking [11] #banking,negate [11] negate,#risks [11] #risks,#tech [11] #tech,#integration [11] #integration,personalization [10] sallyeaves,#cybersecurity [10] personalization,attbusine Top Word Pairs in Tweet in G7:
[109] hackenclub,going [109] going,burn [109] burn,tokens [105] already,invested [105] invested,cybersecurity [105] cybersecurity,hackenclub [105] tokens,huge [105] huge,burning [99] adrian__chamber,already [99] burning,sinceâ Top Word Pairs in Tweet in G8:
[16] #cybersecurity,#infosec [12] come,meet [12] meet,tophat [12] tophat,blackhatevents [12] blackhatevents,innovation [12] innovation,city [12] city,booth [12] booth,ic65 [12] ic65,aug [12] aug,10th Top Word Pairs in Tweet in G9:
[106] شركة,سيسكو [106] سيسكو,العالمية [106] العالمية,اعلنت [106] اعلنت,عن [106] عن,طرح [106] طرح,برامج [106] برامج,تدريب [106] تدريب,عن [106] عن,بعد [106] بعد,مجانا Top Word Pairs in Tweet in G10:
[52] cyber,security [50] security,professional [48] need,degree [48] successful,cyber [46] ravenhacks,need [46] degree,successful [42] cybersecurity,full [42] full,quiet [42] quiet,people [42] people,doing 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 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: