The graph represents a network of 4,460 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, 02 March 2021 at 07:39 UTC.
The requested start date was Tuesday, 02 March 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 2-day, 2-hour, 34-minute period from Saturday, 27 February 2021 at 22:26 UTC to Tuesday, 02 March 2021 at 01:01 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 : 4460
Unique Edges : 3814
Edges With Duplicates : 14189
Total Edges : 18003
Number of Edge Types : 5
Retweet : 5719
MentionsInRetweet : 7717
Tweet : 2084
Mentions : 2253
Replies to : 230
Self-Loops : 2179
Reciprocated Vertex Pair Ratio : 0.0113294134518858
Reciprocated Edge Ratio : 0.0224049914917754
Connected Components : 856
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 2596
Maximum Edges in a Connected Component : 15428
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.591099
Graph Density : 0.000354601013519289
Modularity : 0.337938
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,460 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, 02 March 2021 at 07:39 UTC.
The requested start date was Tuesday, 02 March 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 2-day, 2-hour, 34-minute period from Saturday, 27 February 2021 at 22:26 UTC to Tuesday, 02 March 2021 at 01:01 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:
[441] #ai,#100daysofcode [367] cyber,security [345] #machinelearning,#python [339] #cybersecurity,#infosec [330] #iot,#iiot [305] #python,#nlp [283] #analytics,#ai [267] #machinelearning,#100daysofcode [265] #nlp,#analytics [259] #100daysofcode,#iot Top Word Pairs in Tweet in G1:
[234] #cybersecurity,#infosec [168] #infosec,#cybersecurity [130] #infosec,#security [85] #cybersecurity,#security [65] #cybersecurity,#techjunkienews [63] #cybersecurity,#digital [60] #cybersecurity,#cyberattack [60] #news,#cybersecurity [58] #databreach,#cybersecurity [55] #digital,#hackers Top Word Pairs in Tweet in G2:
[398] #ai,#100daysofcode [302] #machinelearning,#python [275] #iot,#iiot [263] #python,#nlp [246] #analytics,#ai [228] #nlp,#analytics [227] #machinelearning,#100daysofcode [220] #100daysofcode,#iot [204] #nocode,#lowcode [178] #iotpl,#ai Top Word Pairs in Tweet in G3:
[75] cyber,security [46] cybersecurity,firm [44] social,media [40] firm,social [40] media,bots [39] bots,hyped [39] gamestop,during [38] hyped,gamestop [38] during,trading [38] trading,frenzy Top Word Pairs in Tweet in G4:
[28] hey,dad [28] dad,cybersecurity [28] cybersecurity,well [28] well,cheated [28] cheated,lot [28] lot,video [28] video,games [28] games,kid [28] kid,turns [27] bambenek,hey Top Word Pairs in Tweet in G5:
[12] cisagov,ncsc [12] ncsc,cybergovau [12] cybergovau,csasingapore [12] csasingapore,certnz [12] certnz,cisecurity [9] icymi,cisagov [9] cisecurity,working [9] working,together [9] together,mitigate [9] mitigate,impact Top Word Pairs in Tweet in G6:
[11] #hacking,#cybersecurity [10] #cybersecurity,#osint [10] #osint,#infosec [10] #infosec,#security [8] indonesia,2021 [8] 2021,digital [8] digital,connectivity [8] connectivity,programs [8] programs,making [8] making,progress Top Word Pairs in Tweet in G7:
[24] #cybersecurity,#cyberwarrior [9] unprepared,defend [9] defend,against [9] against,artificial [9] artificial,intelligence [9] intelligence,threats [9] threats,report [9] report,warns [8] thehill,unprepared [8] foreign,perpetrators Top Word Pairs in Tweet in G8:
[23] cybersecurity_recovery,instagram [22] use,support [22] support,aren [22] aren,going [22] going,reply [22] reply,same [22] same,issue [22] issue,account [22] account,resolved [22] resolved,help Top Word Pairs in Tweet in G9:
[16] artificial,intelligence [5] #machinelearning,#python [5] #python,#nlp [4] shadow,technical [4] technical,problem [4] problem,#it [4] #it,#cybersecurity [4] #cybersecurity,#technology [4] #technology,#cio [4] #cio,#cto Top Word Pairs in Tweet in G10:
[61] care,platform [61] platform,safety [61] safety,reputation [61] reputation,#defi [61] #defi,#bsc [61] #bsc,invited [61] invited,three [61] three,independent [61] independent,cyber [60] bscexofficial,care 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: