The graph represents a network of 5,242 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, 29 March 2022 at 06:46 UTC.
The requested start date was Tuesday, 29 March 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 3-day, 1-hour, 41-minute period from Friday, 25 March 2022 at 22:20 UTC to Tuesday, 29 March 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 : 5242
Unique Edges : 3730
Edges With Duplicates : 11917
Total Edges : 15647
Number of Edge Types : 5
Tweet : 2478
Mentions : 2653
Retweet : 4431
MentionsInRetweet : 5619
Replies to : 466
Self-Loops : 2580
Reciprocated Vertex Pair Ratio : 0.0163663415440569
Reciprocated Edge Ratio : 0.0322055953155498
Connected Components : 1226
Single-Vertex Connected Components : 646
Maximum Vertices in a Connected Component : 2578
Maximum Edges in a Connected Component : 11939
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.420562
Graph Density : 0.000223780728082319
Modularity : 0.384012
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,242 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, 29 March 2022 at 06:46 UTC.
The requested start date was Tuesday, 29 March 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 3-day, 1-hour, 41-minute period from Friday, 25 March 2022 at 22:20 UTC to Tuesday, 29 March 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:
[549] cyber,security [525] #infosec,#cybersecurity [360] #cybersecurity,#infosec [316] listed,#coinbase [284] #pentesting,#oscp [270] #cybersecurity,#threatintel [263] #infosecurity,#cybersecurity [261] #infosec,#infosecurity [234] #assignmenthelp,#essayhelp [233] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[104] cyber,security [24] national,security [23] cybersecurity,firm [21] cyber,attacks [21] #cybersecurity,#security [20] russian,cybersecurity [20] firm,kaspersky [17] learn,more [17] risk,national [15] fcc,flags Top Word Pairs in Tweet in G2:
[315] listed,#coinbase [229] #assignmenthelp,#essayhelp [228] #machinelearning,#datascience [217] dm,#homeworkhelp [217] #homeworkhelp,#assignmenthelp [201] #essayhelp,#homeworkslaves [201] #homeworkslaves,#onlineclasses [198] gave,kred [198] kred,#influence [197] polyswarm,developed Top Word Pairs in Tweet in G3:
[380] #infosec,#cybersecurity [254] #pentesting,#oscp [204] #oscp,#informationsecurity [147] #cybersecurity,#pentesting [140] cheat,sheet [123] #cybersecurity,#cybersecuritytips [107] #cybersecuritytips,#pentesting [97] #informationsecurity,#hacking [97] sheet,#infosec [90] #cybersecurity,#infosec Top Word Pairs in Tweet in G4:
[21] think,health [21] health,care [21] care,insurers [21] insurers,bad [21] bad,wait [21] wait,until [21] until,deal [21] deal,#cyberinsurance [21] #cyberinsurance,especially [20] especially,comes Top Word Pairs in Tweet in G5:
[23] join,#osintsummit [23] recently,contributed [23] contributed,paper [23] paper,reporting [23] reporting,cyber [23] cyber,risk [23] risk,boards [23] summarizes,findings [23] findings,best [23] best,practices Top Word Pairs in Tweet in G6:
[74] cyber,security [42] security,experts [42] fast,super [42] super,reliable [41] reliable,reach [36] respond,complaints [35] barely,respond [35] complaints,cyber [34] recover,help [32] experts,account Top Word Pairs in Tweet in G7:
[10] #women,know [10] know,#cybersecurity [8] womenknowcyber,#women [6] #cybersecurity,#infosec [6] thank,womenknowcyber [6] womenknowcyber,humbled [6] humbled,listed [6] listed,along [6] along,cindy_zhou [6] cindy_zhou,lizkmiller Top Word Pairs in Tweet in G8:
[10] cyber,security [8] joint,cyber [8] security,unit [4] trump,putin [4] putin,discussed [4] discussed,forming [4] remember,trump [3] unit,election [3] election,hacking [3] worse,trump Top Word Pairs in Tweet in G9:
[27] fcc,added [27] added,russian [27] russian,cybersecurity [27] cybersecurity,company [27] company,kaspersky [27] kaspersky,lab [27] lab,list [27] list,entities [27] entities,pose [27] pose,unacceptable Top Word Pairs in Tweet in G10:
[9] cyber,security [9] #cybersecurity,industry [9] industry,benefits [9] benefits,having [9] having,people [9] people,sorts [9] sorts,backgrounds [9] backgrounds,technical [9] technical,abilities [9] abilities,everyone Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: