The graph represents a network of 5,241 Twitter users whose tweets in the requested range contained "cyberwar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 April 2022 at 06:29 UTC.
The requested start date was Monday, 18 April 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 11-day, 1-hour, 57-minute period from Tuesday, 05 April 2022 at 22:01 UTC to Saturday, 16 April 2022 at 23:58 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 : 5241
Unique Edges : 3170
Edges With Duplicates : 11337
Total Edges : 14507
Number of Edge Types : 5
Replies to : 493
Mentions : 1192
Tweet : 1713
Retweet : 5006
MentionsInRetweet : 6103
Self-Loops : 1874
Reciprocated Vertex Pair Ratio : 0.0123807930399866
Reciprocated Edge Ratio : 0.0244587671459263
Connected Components : 944
Single-Vertex Connected Components : 640
Maximum Vertices in a Connected Component : 3385
Maximum Edges in a Connected Component : 11875
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.994813
Graph Density : 0.000220334095089947
Modularity : 0.409152
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,241 Twitter users whose tweets in the requested range contained "cyberwar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 April 2022 at 06:29 UTC.
The requested start date was Monday, 18 April 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 11-day, 1-hour, 57-minute period from Tuesday, 05 April 2022 at 22:01 UTC to Saturday, 16 April 2022 at 23:58 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 : cyberwar
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:
[959] #cyberwar,#cybercrime [721] #cybercrime,#cyber [507] cyberwar,tra [506] spiegare,bene [506] bene,cyberwar [506] tra,russia [506] russia,ucraina [506] ucraina,sono [506] sono,dovuto [506] dovuto,andare Top Word Pairs in Tweet in G1:
[951] #cyberwar,#cybercrime [717] #cybercrime,#cyber [445] #cyber,#hacker [258] #hacker,#privacy [204] #privacy,#apt [176] #apt,#bot [141] cyber,operations [140] #bot,#ciso [112] #infosec,#opensource [112] #opensource,#python Top Word Pairs in Tweet in G2:
[80] cyberwar,russia [75] against,russia [73] cyberwar,against [73] russian,emails [72] released,over [72] over,million [71] more,today's [71] today's,top [70] meet,amateur [70] amateur,hackers Top Word Pairs in Tweet in G3:
[504] spiegare,bene [504] bene,cyberwar [504] cyberwar,tra [504] tra,russia [504] russia,ucraina [504] ucraina,sono [504] sono,dovuto [504] dovuto,andare [504] andare,diretta [504] diretta,programma Top Word Pairs in Tweet in G4:
[118] russian,military [114] jamming,russian [97] cyberwar,against [95] against,russia [94] #oprussia,#anonymous [87] #oprussia,#cyberwar [82] #russia,#fckputin [79] #cyberwar,#russia [79] #fckputin,#ukraine [76] #stoprussianaggression,#stopwar Top Word Pairs in Tweet in G5:
[91] ukraine,energy [85] dsszzi,_cert_ua [82] _cert_ua,under [82] under,dsszzi [82] dsszzi,reported [82] reported,#sandworm [82] #sandworm,uac [82] uac,0082 [82] 0082,#cyberattack [82] #cyberattack,ukraine Top Word Pairs in Tweet in G6:
[192] trump,knew [192] knew,putin [192] colluded,russia [192] russia,during [192] during,2016 [192] 2016,presidential [192] presidential,election [192] election,cycle [191] sethabramson,trump [185] putin,wasâ Top Word Pairs in Tweet in G7:
[153] cyberwar,russia [153] russia,entering [153] entering,phase [152] phase,industrial [151] industrial,control [151] control,phase [149] phase,russia [146] russia,attempted [138] attempted,hack [120] scada,ics Top Word Pairs in Tweet in G8:
[21] t3n,podcast [19] hacken,hollywood [19] hollywood,schwachsinn [19] schwachsinn,hackbacks [19] hackbacks,aktive [19] aktive,cyberabwehr [19] cyberabwehr,unsinn [19] unsinn,honkhase [19] honkhase,erzählt [19] erzählt,t3n Top Word Pairs in Tweet in G9:
[76] ウクライナのサイバー全面戦争,露の実力はb級か [74] 露の実力はb級か,#ウクライナ [74] #ウクライナ,#ロシア [66] wsjjapan,ウクライナのサイバー全面戦争 [20] gami1976,daitojimari Top Word Pairs in Tweet in G10:
[14] available,evidence [13] syllabus,cyberwar [13] cyberwar,counterveillance [13] counterveillance,preëmption [13] evidence,indicates [13] indicates,russia [13] russia,employed [13] employed,coordinated [13] coordinated,cyber [13] cyber,campaign 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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