The graph represents a network of 1,862 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, 05 September 2022 at 06:35 UTC.
The requested start date was Monday, 05 September 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, 0-minute period from Monday, 22 August 2022 at 00:45 UTC to Sunday, 04 September 2022 at 23:46 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 : 1862
Unique Edges : 1179
Edges With Duplicates : 3813
Total Edges : 4992
Number of Edge Types : 5
Mentions : 475
Tweet : 835
Retweet : 1663
MentionsInRetweet : 1892
Replies to : 127
Self-Loops : 945
Reciprocated Vertex Pair Ratio : 0.0153061224489796
Reciprocated Edge Ratio : 0.0301507537688442
Connected Components : 558
Single-Vertex Connected Components : 381
Maximum Vertices in a Connected Component : 727
Maximum Edges in a Connected Component : 3283
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.248204
Graph Density : 0.000516855968892832
Modularity : 0.383268
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,862 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, 05 September 2022 at 06:35 UTC.
The requested start date was Monday, 05 September 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, 0-minute period from Monday, 22 August 2022 at 00:45 UTC to Sunday, 04 September 2022 at 23:46 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:
[564] #cyberwar,#cybercrime [389] #cybercrime,#cyber [288] #cyber,#hacker [225] #hacker,#privacy [153] #privacy,#apt [131] pays,act [130] #apt,#bot [126] act,cyberwar [118] #bot,#ciso [111] perpetual,cyberwar Top Word Pairs in Tweet in G1:
[89] pays,act [87] act,cyberwar [55] perpetual,cyberwar [55] leaders,fear [54] 77,security [54] security,leaders [45] ukraine,cyberwar [45] fear,re [44] re,perpetual [39] russia,ukraine Top Word Pairs in Tweet in G2:
[120] #cyberwar,#cybercrime [81] #cybercrime,#cyber [45] #cyber,#hacker [36] #cybersecurity,#infosec [32] #hacker,#privacy [18] #infosec,#cyberwar [17] pays,act [16] acts,war [16] #privacy,#apt [14] leaders,fear Top Word Pairs in Tweet in G3:
[43] scada,hacking [42] cyberwar,against [42] against,russia [34] good,example [34] example,scada [34] hacking,context [34] context,cyberwar [34] great,job [34] job,voltage [34] voltage,team Top Word Pairs in Tweet in G4:
[439] #cyberwar,#cybercrime [304] #cybercrime,#cyber [240] #cyber,#hacker [191] #hacker,#privacy [137] #privacy,#apt [117] #apt,#bot [108] #bot,#ciso [69] #opensource,#python [69] #python,#javascript [67] #infosec,#opensource Top Word Pairs in Tweet in G5:
[21] watch,adam_cyber [21] adam_cyber,crowdstrike's [21] crowdstrike's,head [21] head,intelligence [21] intelligence,video [21] video,roundtable [20] roundtable,thought [20] thought,leaders [20] leaders,discuss [20] discuss,lessons Top Word Pairs in Tweet in G6:
[24] #ukraine,#war [22] hello,#srilanka [22] #srilanka,ghost [22] ghost,created [22] created,#ranilrajapaksa [22] #ranilrajapaksa,#cyberwar [22] #cyberwar,begins [22] begins,#expectus [22] #expectus,#theghostsquad [21] ghostclanofcl,hello Top Word Pairs in Tweet in G7:
[36] extremely,important [36] important,#informationwarfare [36] #informationwarfare,#cyberwar [36] #cyberwar,#hybridwar [36] #hybridwar,#russians [36] #russians,run [36] run,#troll [36] #troll,farms [36] farms,sway [36] sway,public Top Word Pairs in Tweet in G8:
[17] book,bots [17] bots,against [17] against,short [17] short,true [17] true,very [17] very,important [17] important,understand [17] understand,hot [17] hot,information [17] information,war Top Word Pairs in Tweet in G9:
[5] died,cyberwar [5] latest,edition [5] edition,changelog [5] changelog,newsletter [5] newsletter,featuring [5] featuring,lorenzofb's [5] lorenzofb's,signal [5] signal,scare [5] scare,cyber [5] cyber,insurers' Top Word Pairs in Tweet in G10:
[10] tylabs,#cyberwar [7] gif,representation [7] representation,current [7] current,academic [7] academic,dialog [7] dialog,over [7] over,#cyberwar [6] jfslowik,gif [4] happy,sunday [4] sunday,everyone Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: