The graph represents a network of 4,763 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, 25 April 2022 at 06:47 UTC.
The requested start date was Monday, 25 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 13-day, 8-hour, 23-minute period from Monday, 11 April 2022 at 15:03 UTC to Sunday, 24 April 2022 at 23:27 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 : 4763
Unique Edges : 2885
Edges With Duplicates : 11585
Total Edges : 14470
Number of Edge Types : 5
Retweet : 5105
MentionsInRetweet : 6017
Tweet : 1669
Replies to : 479
Mentions : 1200
Self-Loops : 1859
Reciprocated Vertex Pair Ratio : 0.0156477438136827
Reciprocated Edge Ratio : 0.0308133285560731
Connected Components : 837
Single-Vertex Connected Components : 541
Maximum Vertices in a Connected Component : 3013
Maximum Edges in a Connected Component : 11992
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.383122
Graph Density : 0.000246104672699744
Modularity : 0.378522
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,763 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, 25 April 2022 at 06:47 UTC.
The requested start date was Monday, 25 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 13-day, 8-hour, 23-minute period from Monday, 11 April 2022 at 15:03 UTC to Sunday, 24 April 2022 at 23:27 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:
[1132] #cyberwar,#cybercrime [845] #cybercrime,#cyber [560] #cyber,#hacker [316] cyberwar,russia [315] invasion,ukraine [311] industrial,control [296] #hacker,#privacy [219] entering,phase [218] russia,entering [217] phase,industrial Top Word Pairs in Tweet in G1:
[1114] #cyberwar,#cybercrime [834] #cybercrime,#cyber [554] #cyber,#hacker [292] #hacker,#privacy [191] #privacy,#apt [134] #apt,#bot [129] industrial,control [124] #cybercrime,#hacker [121] #bot,#ciso [120] #cybersecurity,#security Top Word Pairs in Tweet in G2:
[78] cyberwar,russia [74] russian,emails [73] released,over [73] over,million [70] anonymous,released [70] million,russian [70] emails,cyberwar [57] global,cyberwar [54] amidst,global [53] cybersecurity,amidst Top Word Pairs in Tweet in G3:
[102] #cyberattack,ukraine [97] dsszzi,_cert_ua [94] ukraine,energy [86] _cert_ua,under [86] under,dsszzi [86] dsszzi,reported [86] reported,#sandworm [86] #sandworm,uac [86] uac,0082 [86] 0082,#cyberattack Top Word Pairs in Tweet in G4:
[173] industrial,control [154] cyberwar,russia [154] russia,entering [154] entering,phase [153] phase,industrial [152] control,phase [150] phase,russia [147] russia,attempted [139] attempted,hack [122] scada,ics Top Word Pairs in Tweet in G5:
[43] term,cyberwar [42] proud,announce [42] announce,canceling [42] canceling,term [42] cyberwar,anyone [42] anyone,use [42] use,full [42] full,metal [42] metal,packet [41] wylienewmark,proud Top Word Pairs in Tweet in G6:
[148] #oprussia,cyberwar [148] cyberwar,campaign [148] campaign,launched [148] launched,shortly [148] shortly,russia's [148] russia's,invasion [148] invasion,ukraine [148] ukraine,#anonymous [148] #anonymous,hacktivists [147] latestanonpress,#oprussia Top Word Pairs in Tweet in G7:
[24] heute,abend [24] abend,18 [24] 18,#ccc [24] #ccc,#divoc [24] #divoc,keynote [24] keynote,krieg [24] krieg,ukraine [24] ukraine,bomben [24] bomben,statt [24] statt,cyber Top Word Pairs in Tweet in G8:
[44] official,news [44] news,russian [44] russian,federation [44] federation,belarus [44] belarus,fake [44] fake,believe [44] believe,better [44] better,shut [44] shut,down [43] anonymous_link,official Top Word Pairs in Tweet in G9:
[50] officials,feared [50] hackers,launch [50] launch,crippling [50] crippling,cyberattacks [50] cyberattacks,complement [50] complement,invasion [50] invasion,ukraine [50] ukraine,instead [45] feared,moscow [45] moscow,hackers Top Word Pairs in Tweet in G10:
[88] ウクライナのサイバー全面戦争,露の実力はb級か [85] #ウクライナ,#ロシア [84] 露の実力はb級か,#ウクライナ [75] wsjjapan,ウクライナのサイバー全面戦争 [20] gami1976,daitojimari [2] 露の実力はb級か,wsjjapan Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: