The graph represents a network of 6,656 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 Wednesday, 23 December 2020 at 07:50 UTC.
The requested start date was Tuesday, 22 December 2020 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, 0-hour, 27-minute period from Saturday, 19 December 2020 at 02:10 UTC to Monday, 21 December 2020 at 02:37 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 : 6656
Unique Edges : 4309
Edges With Duplicates : 13353
Total Edges : 17662
Number of Edge Types : 5
Retweet : 6064
MentionsInRetweet : 7955
Tweet : 1490
Mentions : 1507
Replies to : 646
Self-Loops : 1554
Reciprocated Vertex Pair Ratio : 0.00429427053904396
Reciprocated Edge Ratio : 0.008551817261168
Connected Components : 782
Single-Vertex Connected Components : 337
Maximum Vertices in a Connected Component : 4914
Maximum Edges in a Connected Component : 15297
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.72814
Graph Density : 0.000200629045541236
Modularity : 0.481418
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,656 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 Wednesday, 23 December 2020 at 07:50 UTC.
The requested start date was Tuesday, 22 December 2020 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, 0-hour, 27-minute period from Saturday, 19 December 2020 at 02:10 UTC to Monday, 21 December 2020 at 02:37 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:
[1035] cyber,security [379] cyber,attacks [365] united,states [334] government,agencies [323] far,reaching [321] news,significant [321] significant,far [321] reaching,cyber [321] attacks,targeting [321] targeting,united Top Word Pairs in Tweet in G1:
[138] #cybersecurity,#infosec [114] #infosec,#cybersecurity [102] adanielhill,#cybercrime [75] #machinelearning,#datascience [74] #devcommunity,#programming [70] #machinelearning,#ml [68] #cybercrime,#cybersecurity [67] #iot,#iotpl [66] #100daysofcode,#machinelearning [65] #programming,#iot Top Word Pairs in Tweet in G2:
[139] cyber,security [33] cyber,attack [23] russian,hack [23] national,security [22] john,bolton [19] everyone,forget [19] forget,agent [19] agent,orange [19] orange,john [19] bolton,responsible Top Word Pairs in Tweet in G3:
[215] jeremy,bash [112] bash,tells [112] tells,msnbc [112] msnbc,pause [112] pause,biden [112] biden,transition [112] transition,meetings [112] meetings,pentagon [112] pentagon,stemmed [112] stemmed,outrage Top Word Pairs in Tweet in G4:
[83] cyber,security [15] security,budget [14] trump,moved [14] moved,cyber [14] budget,pay [14] pay,wall [14] wall,before [13] before,major [13] major,hacking [13] hacking,assault Top Word Pairs in Tweet in G5:
[293] news,significant [293] significant,far [293] far,reaching [293] reaching,cyber [293] cyber,attacks [293] attacks,targeting [293] targeting,united [293] united,states [293] states,government [293] government,agencies Top Word Pairs in Tweet in G6:
[99] question,trump [99] trump,putin [99] putin,agent [99] agent,defends [99] defends,putin [98] putin,cost [90] never,forget [90] cowardly,silence [89] forget,deafening [89] deafening,sound Top Word Pairs in Tweet in G7:
[135] gravely,concerned [135] concerned,massive [135] massive,cyberattack [135] cyberattack,demands [135] demands,far [135] far,more [135] more,serious [135] serious,response [135] response,president's [135] president's,tweets Top Word Pairs in Tweet in G8:
[61] white,house [61] house,officials [61] officials,drafted [61] drafted,statement [61] statement,released [61] released,friday [61] friday,accusing [60] here's,reveal [60] reveal,white [60] accusing,russia Top Word Pairs in Tweet in G9:
[129] national,security [114] trump,clear [114] clear,present [114] present,danger [114] danger,national [114] security,closing [114] closing,weeks [114] weeks,moving [114] moving,veto [114] veto,ndaa Top Word Pairs in Tweet in G10:
[9] #rt,cyber_gary [8] cyber,security [7] #artificialintelligence,#machinelearning [6] #digitaltransformation,#machinelearning [6] #cybersecurity,#solarwinds [6] #fintech,#cybersecurity [5] major,concerns [5] #solarwinds,archonsec [5] #machinelearning,#startup [5] #startup,#ecosystem Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: