The graph represents a network of 5,888 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, 28 March 2022 at 06:28 UTC.
The requested start date was Monday, 28 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 9-day, 4-hour, 6-minute period from Friday, 18 March 2022 at 19:48 UTC to Sunday, 27 March 2022 at 23:54 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 : 5888
Unique Edges : 3668
Edges With Duplicates : 10663
Total Edges : 14331
Number of Edge Types : 5
Retweet : 4665
MentionsInRetweet : 5740
Tweet : 2192
Mentions : 1447
Replies to : 287
Self-Loops : 2375
Reciprocated Vertex Pair Ratio : 0.0157842814863532
Reciprocated Edge Ratio : 0.031078018776303
Connected Components : 1357
Single-Vertex Connected Components : 931
Maximum Vertices in a Connected Component : 3313
Maximum Edges in a Connected Component : 10686
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.966447
Graph Density : 0.000178232158551266
Modularity : 0.445908
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,888 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, 28 March 2022 at 06:28 UTC.
The requested start date was Monday, 28 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 9-day, 4-hour, 6-minute period from Friday, 18 March 2022 at 19:48 UTC to Sunday, 27 March 2022 at 23:54 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:
[705] #cyberwar,#cybercrime [474] #cybercrime,#cyber [322] #cyber,#hacker [298] cyberwar,against [273] russian,military [264] cyber,warfare [260] jamming,russian [258] time,between [213] between,work [209] #hacker,#privacy Top Word Pairs in Tweet in G1:
[92] time,between [86] splitting,time [83] ukrainian,coders [83] coders,splitting [69] cyberwar,ukraine [62] secret,cyberwar [62] cyber,warfare [60] heard,secret [59] haven,heard [57] between,work Top Word Pairs in Tweet in G2:
[674] #cyberwar,#cybercrime [460] #cybercrime,#cyber [311] #cyber,#hacker [203] #hacker,#privacy [188] #privacy,#apt [127] #apt,#bot [113] #cyberattack,#cybersecurity [101] #cybersecurity,#infosec [101] #100daysofcode,#codenewbies [101] #security,#infosec Top Word Pairs in Tweet in G3:
[206] jamming,russian [206] russian,military [171] interview,hackers [171] hackers,arise [171] arise,hack [168] hack,russia [108] cyberwar,against [103] ukraine,software [103] software,defined [103] defined,radio Top Word Pairs in Tweet in G4:
[74] cyber,operations [73] interim,thoughts [73] thoughts,cyber [73] operations,ukraine [73] ukraine,reminder [73] reminder,write [73] write,headline [73] headline,nyt [72] ridt,interim [25] cyberwar,ukraine Top Word Pairs in Tweet in G5:
[96] cyberwar,against [88] stop,cyberwar [82] corrupt,regime [68] #anonymous,stop [62] sale,systems [62] systems,hacked [62] hacked,#anonymous [62] against,putins [62] putins,corrupt [62] regime,until Top Word Pairs in Tweet in G6:
[55] #ukraine,#war [33] #war,#cyberwar [27] #cyberwar,#ukraine [16] cyber,warfare [15] go,stone [15] stone,age' [15] age',ukrainian [15] ukrainian,coders [15] coders,splitting [15] splitting,time Top Word Pairs in Tweet in G7:
[13] protect,data [12] world,holds [12] holds,breath [12] breath,putin's [12] putin's,cyberwar [11] realtuckfrumper,world [8] 000,files [7] uk,please [7] sanctions,russia [7] #cyberwar,#cyberatack Top Word Pairs in Tweet in G8:
[67] cyber,warfare [66] time,between [60] go,stone [60] ukraine,coders [60] coders,split [60] split,time [60] between,work [60] work,cyber [30] stone,age [30] age,ukraine Top Word Pairs in Tweet in G9:
[13] zazzybritches,ldog562 [13] ldog562,kerirn [13] kerirn,bettypge69 [13] bettypge69,politiolyc [13] politiolyc,ldogls [13] ldogls,62walterp [13] 62walterp,exactlytoo [13] exactlytoo,mfrance923 [13] mfrance923,trick_saltman [12] rockymtnview,zazzybritches Top Word Pairs in Tweet in G10:
[60] nato's,article [59] prepare,explicitly [59] explicitly,adding [59] adding,cyberwarfare [59] cyberwarfare,nato's [59] article,treating [59] treating,cyberattack [57] samramani2,prepare [56] bfry1981,samramani2 [9] add,cyberwarfare Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: