The graph represents a network of 6,136 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, 21 March 2022 at 06:28 UTC.
The requested start date was Monday, 21 March 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 7-day, 11-hour, 5-minute period from Sunday, 13 March 2022 at 12:45 UTC to Sunday, 20 March 2022 at 23:50 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 : 6136
Unique Edges : 3889
Edges With Duplicates : 11503
Total Edges : 15392
Number of Edge Types : 5
Tweet : 1755
Retweet : 4987
MentionsInRetweet : 6527
Mentions : 1733
Replies to : 390
Self-Loops : 1898
Reciprocated Vertex Pair Ratio : 0.0178446953854733
Reciprocated Edge Ratio : 0.0350636899054924
Connected Components : 1028
Single-Vertex Connected Components : 638
Maximum Vertices in a Connected Component : 3921
Maximum Edges in a Connected Component : 12104
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.462936
Graph Density : 0.000193946716055207
Modularity : 0.466799
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,136 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, 21 March 2022 at 06:28 UTC.
The requested start date was Monday, 21 March 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 7-day, 11-hour, 5-minute period from Sunday, 13 March 2022 at 12:45 UTC to Sunday, 20 March 2022 at 23:50 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:
[560] #cyberwar,#cybercrime [453] cyberwar,against [413] against,russia [353] #cybercrime,#cyber [348] cold,war [347] lost,battle [346] putin,team [346] team,ex [346] ex,kgb [346] kgb,officers Top Word Pairs in Tweet in G1:
[512] #cyberwar,#cybercrime [346] #cybercrime,#cyber [244] #cyber,#hacker [110] #tangodown,#anonymous [109] #hacker,#privacy [99] #ukraine,#war [94] #cyberwar,#tangodown [90] #freeukraine,#stoprussianaggression [86] #russianukrainianwar,#cyberwar [86] #privacy,#apt Top Word Pairs in Tweet in G2:
[88] cyberwar,ukraine [69] heard,secret [69] secret,cyberwar [68] haven,heard [26] russia,cyberwar [25] cyberwar,researchers [25] researchers,decipher [25] decipher,strategy [23] back,cyberwar [23] russia,holding Top Word Pairs in Tweet in G3:
[146] cyber,operations [145] interim,thoughts [145] thoughts,cyber [145] operations,ukraine [145] ukraine,reminder [145] reminder,write [145] write,headline [145] headline,nyt [144] ridt,interim [38] cyberwar,playing Top Word Pairs in Tweet in G4:
[337] putin,team [337] team,ex [337] ex,kgb [337] kgb,officers [337] officers,cold [337] cold,war [337] war,never [337] never,ended [337] ended,collapse [337] collapse,ussr Top Word Pairs in Tweet in G5:
[146] jamming,russian [146] russian,military [123] interview,hackers [123] hackers,arise [123] arise,hack [123] hack,russia [92] cyberwar,against [84] software,defined [84] defined,radio [84] radio,hackers Top Word Pairs in Tweet in G6:
[226] cyberwar,against [225] against,russia [224] #anonymous,hackers [224] hackers,engaged [224] engaged,cyberwar [224] russia,make [224] make,sure [224] sure,video [224] video,reaches [224] reaches,maximum Top Word Pairs in Tweet in G7:
[161] youranonnews,latestanonnews [160] #cyberwar,#cyberatack [160] #cyberatack,#anonymous [160] #anonymous,youranonnews [160] latestanonnews,#slavaukraine [160] #slavaukraine,message [160] message,#georgia [159] anonymousforyo,#cyberwar [38] against,russia [22] cyberwar,against Top Word Pairs in Tweet in G8:
[67] everyone,talks [67] talks,#cyberwarfare [67] #cyberwarfare,#cyberwar [67] #cyberwar,#scada [67] #scada,#ics [67] #ics,#iot [67] #iot,systems [67] systems,risk [67] risk,dhs [61] critical,infrastructure Top Word Pairs in Tweet in G9:
[89] fact,damaging [89] damaging,cyberoperations [89] cyberoperations,covert [89] covert,deniable [89] deniable,design [88] tribelaw,fact [38] week,war [38] war,ukrainian [38] ukrainian,newspaper [38] newspaper,pravda Top Word Pairs in Tweet in G10:
[43] vierstöckiges,gebäude [43] gebäude,sankt [43] sankt,petersburg [43] petersburg,offiziell [43] offiziell,arbeiten [43] arbeiten,software [43] software,entwickler [43] entwickler,wirklichkeit [40] wirklichkeit,russlands [37] sz,vierstöckiges Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: