The graph represents a network of 5,926 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, 04 April 2022 at 06:28 UTC.
The requested start date was Monday, 04 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 9-day, 21-hour, 52-minute period from Friday, 25 March 2022 at 02:06 UTC to Sunday, 03 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 : 5926
Unique Edges : 2402
Edges With Duplicates : 11824
Total Edges : 14226
Number of Edge Types : 5
Retweet : 5266
MentionsInRetweet : 5889
Mentions : 1105
Tweet : 1653
Replies to : 313
Self-Loops : 1811
Reciprocated Vertex Pair Ratio : 0.0106348167539267
Reciprocated Edge Ratio : 0.0210458151206087
Connected Components : 978
Single-Vertex Connected Components : 618
Maximum Vertices in a Connected Component : 3898
Maximum Edges in a Connected Component : 11177
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.326285
Graph Density : 0.000175925016127172
Modularity : 0.425213
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,926 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, 04 April 2022 at 06:28 UTC.
The requested start date was Monday, 04 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 9-day, 21-hour, 52-minute period from Friday, 25 March 2022 at 02:06 UTC to Sunday, 03 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:
[1927] cyberwar,against [1824] against,russia [1771] #anonymous,#oprussia [1729] putin,#anonymous [1728] #oprussia,cyberwar [1728] russia,continue [1728] continue,until [1728] until,putin [1728] putin,ceases [1728] ceases,hostilities Top Word Pairs in Tweet in G1:
[1629] cyberwar,against [1628] putin,#anonymous [1628] #anonymous,#oprussia [1628] #oprussia,cyberwar [1628] against,russia [1628] russia,continue [1628] continue,until [1628] until,putin [1628] putin,ceases [1628] ceases,hostilities Top Word Pairs in Tweet in G2:
[96] begins,escalate [94] cyberwar,ukraine [94] escalate,experts [91] ukraine,begins [90] slow,cyberwar [85] russia,slow [68] attacks,ukraine [61] cyber,attacks [57] russian,invasion [56] china,accused Top Word Pairs in Tweet in G3:
[117] cyberwar,against [112] against,russia [106] jamming,russian [106] russian,military [90] #anonymous,#oprussia [85] arise,hack [84] interview,hackers [84] hackers,arise [83] hack,russia [78] three_cube,round Top Word Pairs in Tweet in G4:
[552] #cyberwar,#cybercrime [412] #cybercrime,#cyber [260] #cyber,#hacker [182] #hacker,#privacy [160] #privacy,#apt [128] #apt,#bot [111] #bot,#ciso [108] #100daysofcode,#codenewbies [83] #cybersecurity,#infosec [82] #cybersecurity,#cyberwar Top Word Pairs in Tweet in G5:
[272] declare,cyberwar [272] cyberwar,support [272] support,russia's [272] russia's,criminal [272] criminal,violent [272] violent,actions [272] actions,towards [272] towards,innocent [272] innocent,civilians [272] civilians,propaganda Top Word Pairs in Tweet in G6:
[27] goal,housewife [27] housewife,texas [27] texas,open [27] open,laptop [27] laptop,launch [27] launch,attack [27] attack,russia [27] russia,two [27] two,clicks [27] clicks,exec Top Word Pairs in Tweet in G7:
[9] top,kremlin [9] kremlin,mouthpiece [9] mouthpiece,warns [9] warns,inevitable [9] inevitable,war [9] war,over [9] over,another [9] another,ukraine [9] ukraine,land [9] land,grab Top Word Pairs in Tweet in G8:
[78] slow,cyberwar [78] begins,escalate [78] escalate,experts [76] russia,slow [76] cyberwar,ukraine [76] ukraine,begins [50] guardian,russia [21] guardiannews,russia [19] ukraine,war [16] war,mobile Top Word Pairs in Tweet in G9:
[4] zazzybritches,eddsmitty [3] mledaloo,lissthesassy [3] go,stone [3] stone,age [3] age,ukrainian [3] ukrainian,coders [3] coders,splitting [3] splitting,time [3] time,between [3] between,work Top Word Pairs in Tweet in G10:
[49] cyberwar,against [43] corrupt,regime [43] stop,cyberwar [28] twitter,trying [28] trying,censor [28] censor,shows [28] shows,again [28] again,socials [28] socials,censorship [28] censorship,against 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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Top Tweeters in G10: