The graph represents a network of 3,251 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, 30 May 2022 at 06:50 UTC.
The requested start date was Monday, 30 May 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, 23-hour, 27-minute period from Monday, 16 May 2022 at 00:19 UTC to Sunday, 29 May 2022 at 23:47 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 : 3251
Unique Edges : 1729
Edges With Duplicates : 9554
Total Edges : 11283
Number of Edge Types : 5
Retweet : 4277
MentionsInRetweet : 4801
Mentions : 934
Tweet : 1035
Replies to : 236
Self-Loops : 1258
Reciprocated Vertex Pair Ratio : 0.0140807651434644
Reciprocated Edge Ratio : 0.0277705003929788
Connected Components : 526
Single-Vertex Connected Components : 314
Maximum Vertices in a Connected Component : 2116
Maximum Edges in a Connected Component : 9682
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.21686
Graph Density : 0.00036126162364243
Modularity : 0.33562
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,251 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, 30 May 2022 at 06:50 UTC.
The requested start date was Monday, 30 May 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, 23-hour, 27-minute period from Monday, 16 May 2022 at 00:19 UTC to Sunday, 29 May 2022 at 23:47 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:
[1475] #cyberwar,#cybercrime [948] #cybercrime,#cyber [617] #cyber,#hacker [495] #hacker,#privacy [397] #privacy,#apt [320] #apt,#bot [256] #bot,#ciso [228] russian,cyberwar [226] re,ramping [226] ramping,efforts Top Word Pairs in Tweet in G1:
[1452] #cyberwar,#cybercrime [933] #cybercrime,#cyber [610] #cyber,#hacker [492] #hacker,#privacy [393] #privacy,#apt [317] #apt,#bot [253] #bot,#ciso [170] #cybercrime,#hacker [163] #opensource,#python [162] #security,#infosec Top Word Pairs in Tweet in G2:
[26] seem,struggling [25] dreaded,cyberwarriors [25] cyberwarriors,seem [23] russia's,dreaded [23] struggling,ukraine [22] cyberwar,already [21] already,happening [21] microsoft,analysts [20] happening,ukraine [20] ukraine,microsoft Top Word Pairs in Tweet in G3:
[150] attacks,russia [148] russia,increased [85] cyber,attacks [72] humanbrotherho1,cyber [63] time,#ddos [63] #ddos,party [63] party,updated [63] 2022,use [63] use,vpn [63] vpn,use Top Word Pairs in Tweet in G4:
[222] starlink,resisted [222] resisted,russian [222] russian,cyberwar [222] cyberwar,jamming [222] jamming,hacking [222] hacking,attempts [222] attempts,far [222] far,re [222] re,ramping [222] ramping,efforts Top Word Pairs in Tweet in G5:
[140] america,hot [140] hot,cyberwar [140] cyberwar,kremlin [140] kremlin,whose [140] whose,chief [140] chief,component [140] component,kremlin [140] kremlin,disinformation [140] disinformation,spread [140] spread,far Top Word Pairs in Tweet in G6:
[87] scada,ics [71] scada,hacking [67] #scada,#ics [67] #ics,#scadahacking [65] interview,david [65] david,bombal [51] cyberwar,save [51] save,ukraine [51] three_cube,scada [48] #scadahacking,#cyberwarrior Top Word Pairs in Tweet in G7:
[130] cyberseceu,awards [130] awards,2022 [130] 2022,ukraine [130] ukraine,winner [130] winner,recognizing [130] cyber,nation [130] nation,important [129] recognizing,cyber [128] fedorovmykhailo,cyberseceu [5] oleksandr,potii Top Word Pairs in Tweet in G8:
[42] under,attack [42] attack,kind [42] kind,war [42] war,barely [42] barely,words [40] newyorkstateag,mancity9111 [40] mancity9111,everybody [40] everybody,understands [40] understands,under [40] words,right Top Word Pairs in Tweet in G9:
[4] mcfaul,agree [4] agree,completely [4] completely,friend [4] friend,western [4] western,politicians [4] politicians,people [4] people,see [4] see,reality [4] reality,russia [3] dutchtcapital,mcfaul Top Word Pairs in Tweet in G10:
[59] #ukraine,#war [56] #war,#cyberwar [39] jamesvgingerich,#anonymous [33] #anonymous,message [33] message,vladimir [33] vladimir,putin [33] putin,#ukraine [11] #anonymous,news [11] news,russian [11] russian,tv Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G6:
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Top Replied-To in G8:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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 G9:
Top Tweeters in G10: