The graph represents a network of 3,391 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, 07 April 2020 at 06:25 UTC.
The requested start date was Tuesday, 07 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 55-minute period from Sunday, 05 April 2020 at 02:30 UTC to Monday, 06 April 2020 at 06:25 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 : 3391
Unique Edges : 5545
Edges With Duplicates : 3373
Total Edges : 8918
Number of Edge Types : 4
MentionsInRetweet : 5545
Tweet : 1433
Mentions : 1826
Replies to : 114
Self-Loops : 1433
Reciprocated Vertex Pair Ratio : 0.00897827258035554
Reciprocated Edge Ratio : 0.0177967609894999
Connected Components : 481
Single-Vertex Connected Components : 248
Maximum Vertices in a Connected Component : 2387
Maximum Edges in a Connected Component : 7868
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.743419
Graph Density : 0.00048880039041398
Modularity : 0.491253
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 3,391 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, 07 April 2020 at 06:25 UTC.
The requested start date was Tuesday, 07 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 55-minute period from Sunday, 05 April 2020 at 02:30 UTC to Monday, 06 April 2020 at 06:25 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:
[429] cyber,security [305] gt,gt [239] #bigdata,#analytics [213] #cybersecurity,#infosec [176] #analytics,#datascience [154] covid,19 [152] #datascience,#ai [149] #infosec,#cybersecurity [149] #iot,#iiot [145] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[51] #cybersecurity,#infosec [42] #infosec,#cybersecurity [39] cyber,security [34] #cybersecurity,#security [33] covid,19 [31] #cybersecurity,news [29] csecurityalerts,#cybersecurity [20] coronavirus,pandemic [20] further,information [18] #security,#cybersecurity Top Word Pairs in Tweet in G2:
[67] #infosec,#cybersecurity [64] #cybersecurity,#infosec [57] gt,gt [49] #security,#threatintel [42] covid,19 [40] #cybersec,#security [37] concedes,custom [37] pokes,holes [34] #cybersecurity,#dataprotection [34] #threatintel,#cybersecurity Top Word Pairs in Tweet in G3:
[232] gt,gt [48] mikequindazzi,antgrasso [39] #cybersecurity,#infosec [33] infographic,#cybersecurity [32] cyber,security [32] mikequindazzi,gt [32] ht,fisher85m [28] fisher85m,copy [28] copy,mikequindazzi [26] #bigdata,#analytics Top Word Pairs in Tweet in G4:
[52] cyber,security [15] covid,19 [9] best,practices [9] threat,intelligence [6] working,home [6] during,covid [5] work,home [5] 2020,roundup [5] roundup,cybersecurity [5] cybersecurity,forecasts Top Word Pairs in Tweet in G5:
[46] #infosec,#hacking [46] #hacking,#hackers [40] #hackers,#pentesting [38] #pentesting,#programming [21] #programming,#pentest [21] #pentest,#opensource [21] cheat,sheet [20] 99,save [19] #infosec,#cybersecurity [19] digital,forensics Top Word Pairs in Tweet in G6:
[175] #bigdata,#analytics [138] #analytics,#datascience [116] #datascience,#ai [114] #ai,#machinelearning [108] #iot,#iiot [75] #cybersecurity,#iot [56] #machinelearning,#cybersecurity [51] anomaly,detection [49] midas,anomaly [49] detection,edge Top Word Pairs in Tweet in G7:
[10] data,sharing [10] ec,council [9] #cybersecurity,#infosec [9] #cybersecurity,#technology [6] make,sure [6] cyber,security [6] cyber,attacks [5] day,#cybersecurity [5] learn,more [4] #usecase,achieve Top Word Pairs in Tweet in G8:
[37] excited,announce [37] announce,last [37] last,week [37] week,joined [37] joined,microsoft [37] microsoft,senior [37] senior,manager [37] manager,within [37] within,azure [37] azure,government Top Word Pairs in Tweet in G9:
[18] cyber,security [15] 2020,04 [13] sample,submitted [13] submitted,2020 [13] dionaea,honeypot [13] honeypot,protocol [13] protocol,smbd [13] smbd,sources [13] sources,ffff [10] #malware,#cyber Top Word Pairs in Tweet in G10:
[15] #cybersecurity,#infosec [14] won,fry [14] fry,brain [13] #mathematics,#science [13] #science,#stem [13] #stem,#physics [13] #physics,#ibmq [13] #ibmq,#ibmquantum [13] #ibmquantum,#cybersecurity [13] #infosec,#math Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: