The graph represents a network of 5,235 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, 24 May 2022 at 06:53 UTC.
The requested start date was Tuesday, 24 May 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 2-day, 2-hour, 28-minute period from Saturday, 21 May 2022 at 21:32 UTC to Tuesday, 24 May 2022 at 00:00 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 : 5235
Unique Edges : 3827
Edges With Duplicates : 12411
Total Edges : 16238
Number of Edge Types : 5
Tweet : 2376
Retweet : 5275
MentionsInRetweet : 6422
Mentions : 1830
Replies to : 335
Self-Loops : 2506
Reciprocated Vertex Pair Ratio : 0.0116788321167883
Reciprocated Edge Ratio : 0.0230880230880231
Connected Components : 1035
Single-Vertex Connected Components : 544
Maximum Vertices in a Connected Component : 2804
Maximum Edges in a Connected Component : 12797
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.917169
Graph Density : 0.000252919800335694
Modularity : 0.397201
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,235 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, 24 May 2022 at 06:53 UTC.
The requested start date was Tuesday, 24 May 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 2-day, 2-hour, 28-minute period from Saturday, 21 May 2022 at 21:32 UTC to Tuesday, 24 May 2022 at 00:00 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:
[666] cyber,security [641] #infosec,#cybersecurity [431] #cybersecurity,#infosec [379] #pentesting,#oscp [268] sign,free [260] #python,#datascience [254] #artificialintelligence,#machinelearning [237] #bigdata,#analytics [226] #machinelearning,#python [221] #cybersecurity,#pentesting Top Word Pairs in Tweet in G1:
[248] #cybersecurity,#infosec [155] #infosec,#cybersecurity [108] #infosec,#infosecurity [108] #infosecurity,#cybersecurity [105] #cybersecurity,#threatintel [85] #malware,#ransomware [75] #pentesting,#oscp [74] #threatintel,#threatintelligence [74] #infosec,#hacker [69] #hacker,#cyberattack Top Word Pairs in Tweet in G2:
[137] cyber,security [19] arbitrary,cyber [19] security,advisory [19] advisory,system [19] system,elevated [16] security,experts [16] cybersecurity,training [15] email,security [15] security,monitoring [14] united,states Top Word Pairs in Tweet in G3:
[248] sign,free [237] #python,#datascience [231] #artificialintelligence,#machinelearning [213] #machinelearning,#python [213] #bigdata,#analytics [197] free,middleman [194] #analytics,#ai [192] #womenwhocode,#programming [192] #job,sign [189] #linux,#cybersecurity Top Word Pairs in Tweet in G4:
[405] #infosec,#cybersecurity [286] #pentesting,#oscp [166] #cybersecurity,#pentesting [143] #cybersecurity,#cybersecuritytips [136] #cybersecuritytips,#pentesting [133] #oscp,#informationsecurity [99] #oscp,#redteam [91] #informationsecurity,#hacking [88] #cybersecurity,#infosec [88] credit,#infosec Top Word Pairs in Tweet in G5:
[20] private,sector [19] doesn,love [19] love,free [19] free,stuff [19] stuff,visit [19] visit,access [19] access,cisagov [19] cisagov,list [19] list,free [19] free,public Top Word Pairs in Tweet in G6:
[15] #cybersecurity,#technology [10] #ai,#python [10] linux,networking [10] networking,tools [10] tools,#cybersecurity [10] #infosec,#cybersecurity [9] artificial,intelligence [9] eng_abdull4h,linux [8] 100,promising [7] #ai,100 Top Word Pairs in Tweet in G7:
[30] #cybersecurity,#infosec [12] #poseidontpa,#helpnetsecurity [12] #helpnetsecurity,#cybersecurity [8] entered,learningatcisco's [8] learningatcisco's,#cybersecurity [8] #cybersecurity,giveaway [8] giveaway,share [8] share,enter [8] enter,june [8] june,30 Top Word Pairs in Tweet in G8:
[35] cyber,security [26] security,agent [16] graduated,again [16] again,today [16] today,cybersecurity [16] cybersecurity,degree [16] degree,nickiminaj [16] nickiminaj,magna [16] magna,cum [16] cum,laude Top Word Pairs in Tweet in G9:
[89] خلك,معانا [89] معانا,اليوم [89] اليوم,الساعة [89] الساعة,٩ [89] ٩,مساء [89] مساء,و [89] و,تعرف [89] تعرف,على [89] في,#ساعة_تقنية [89] #ساعة_تقنية,والدخول Top Word Pairs in Tweet in G10:
[73] cyber,security [72] again,those [72] those,back [72] back,2014 [72] 2014,cyber [72] security,forum [72] forum,moscow [72] moscow,putin [72] putin,declared [72] declared,cyber Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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