The graph represents a network of 3,813 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, 21 December 2021 at 07:55 UTC.
The requested start date was Tuesday, 21 December 2021 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 3-day, 1-hour, 20-minute period from Thursday, 16 December 2021 at 22:59 UTC to Monday, 20 December 2021 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 : 3813
Unique Edges : 2920
Edges With Duplicates : 13642
Total Edges : 16562
Number of Edge Types : 5
MentionsInRetweet : 6767
Mentions : 1250
Retweet : 5852
Tweet : 2567
Replies to : 126
Self-Loops : 2653
Reciprocated Vertex Pair Ratio : 0.00809643756747031
Reciprocated Edge Ratio : 0.0160628234874175
Connected Components : 756
Single-Vertex Connected Components : 380
Maximum Vertices in a Connected Component : 2091
Maximum Edges in a Connected Component : 13990
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.455582
Graph Density : 0.000385479178895638
Modularity : 0.313068
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,813 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, 21 December 2021 at 07:55 UTC.
The requested start date was Tuesday, 21 December 2021 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 3-day, 1-hour, 20-minute period from Thursday, 16 December 2021 at 22:59 UTC to Monday, 20 December 2021 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:
[931] job,sign [809] sign,free [669] free,charge [616] #javascript,#github [616] #cybersecurity,#devops [615] #github,#nodejs [610] #nodejs,#cybersecurity [609] need,job [607] #100daysofcode,#datascience [585] #datascience,#ai Top Word Pairs in Tweet in G1:
[243] #infosec,#infosecurity [233] #infosecurity,#cybersecurity [221] #cybersecurity,#threatintel [154] #threatintel,#threatintelligence [145] #threatintelligence,#hacking [136] #cybersecurity,#infosec [131] #hacking,#cybernews [130] cobalt,stike [130] stike,beacon [130] beacon,detected Top Word Pairs in Tweet in G2:
[871] job,sign [763] sign,free [630] free,charge [591] #javascript,#github [591] #github,#nodejs [589] #cybersecurity,#devops [585] #nodejs,#cybersecurity [579] #100daysofcode,#datascience [563] #devops,#100daysofcode [562] #datascience,#ai Top Word Pairs in Tweet in G3:
[57] cyber,security [29] abiy,ahmed [29] ahmed,head [29] head,ethiopian [29] ethiopian,version [29] version,nsa [29] nsa,under [29] instead,taking [29] taking,responsibility [29] scapegoating,#tigrayans Top Word Pairs in Tweet in G4:
[15] machine,learning [12] artificial,intelligence [10] 15,tech [10] next,decade [10] autonomous,ev [10] ev,wifi [10] wifi,power [10] cyber,security [8] cyber,risk [6] cybersecurity,researchers Top Word Pairs in Tweet in G5:
[158] #infosec,#cybersecurity [98] #cybersecurity,#pentesting [96] #pentesting,#oscp [51] #oscp,#informationsecurity [46] #informationsecurity,#hacking [39] #hacking,#cissp [37] #cissp,#redteam [36] credit,#infosec [32] #cybersecurity,#redteam [31] #redteam,#technology Top Word Pairs in Tweet in G6:
[94] access,voters' [93] cyber,ninjas [93] ninjas,style [93] style,sham [93] sham,audit [93] audit,pennsylvania [93] pennsylvania,demanding [93] demanding,access [93] voters',drivers [93] drivers,licenses Top Word Pairs in Tweet in G7:
[12] #infosec,#cybersecurity [11] redefining,security [9] security,itspmagazine [7] cve,2021 [6] itspmagazine,book [5] technology,cybersecurity [5] read,details [5] details,#infosec [5] blast,mmurray [5] mmurray,chatting Top Word Pairs in Tweet in G8:
[31] #cybersecurity,#cyberattack [14] one,way [14] #poseidontpa,#helpnetsecurity [12] #helpnetsecurity,#cybersecurity [10] latest,update [8] #microsoft,#hacking [8] #hacking,#cybersecurity [7] way,protect [7] protect,against [7] against,cybercrime Top Word Pairs in Tweet in G9:
[28] فضلها,ممكن [27] ممكن,تحتاجها [27] بالتعاون,مع [20] الأمن,السيبراني [19] قناتي,فضلها [16] الشهادات,الاحترافية [16] الاحترافية,المهنية [16] المهنية,المدعومة [16] المدعومة,من [16] من,صندوق Top Word Pairs in Tweet in G10:
[15] end,year [13] hack,box [13] box,offering [13] offering,starting [13] starting,point [13] point,labs [13] labs,entirely [13] entirely,free [13] free,until [13] until,end Top Replied-To in Entire Graph:
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Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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 G7:
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Top Tweeters in G9:
Top Tweeters in G10: