The graph represents a network of 2,281 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, 29 November 2021 at 07:21 UTC.
The requested start date was Monday, 29 November 2021 at 01:01 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, 22-hour, 36-minute period from Monday, 15 November 2021 at 01:09 UTC to Sunday, 28 November 2021 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 : 2281
Unique Edges : 1285
Edges With Duplicates : 4018
Total Edges : 5303
Number of Edge Types : 5
Retweet : 1632
MentionsInRetweet : 1991
Mentions : 591
Tweet : 955
Replies to : 134
Self-Loops : 1001
Reciprocated Vertex Pair Ratio : 0.0233172019357677
Reciprocated Edge Ratio : 0.0455717970765262
Connected Components : 514
Single-Vertex Connected Components : 363
Maximum Vertices in a Connected Component : 1311
Maximum Edges in a Connected Component : 3588
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.714954
Graph Density : 0.000447249205873078
Modularity : 0.45274
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,281 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, 29 November 2021 at 07:21 UTC.
The requested start date was Monday, 29 November 2021 at 01:01 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, 22-hour, 36-minute period from Monday, 15 November 2021 at 01:09 UTC to Sunday, 28 November 2021 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:
[328] israel,iran [284] broaden,cyberwar [284] civilian,targets [282] cyberwar,attack [279] attack,civilian [274] iran,broaden [229] wi,pa [221] trump,16 [221] 16,campaign [221] campaign,leaders Top Word Pairs in Tweet in G1:
[182] israel,iran [169] civilian,targets [167] attack,civilian [165] broaden,cyberwar [164] iran,broaden [164] cyberwar,attack [40] york,times [39] cobra,cyberwar [32] tv,features [32] features,cobra Top Word Pairs in Tweet in G2:
[205] wi,pa [204] trump,16 [204] 16,campaign [204] campaign,leaders [204] leaders,shared [204] shared,private [204] private,polls [204] polls,strategies [204] strategies,win [204] win,specific Top Word Pairs in Tweet in G3:
[59] more,cybersecurity [59] cybersecurity,coverage [59] coverage,check [59] check,flipboard [59] flipboard,magazine [58] #100daysofcode,#code [57] global,players [55] players,always [50] always,russia [50] russia,china Top Word Pairs in Tweet in G4:
[165] 51,americans [165] americans,never [165] never,forget [165] forget,trump's [165] trump's,plea [165] plea,kremlin [165] kremlin,agents [165] agents,wage [165] wage,cyberwar [165] cyberwar,america's Top Word Pairs in Tweet in G5:
[15] wi,pa [15] still,cyberwar [14] cyberwar,tfg [14] tfg,invited [14] invited,welcomed [13] wontcavedave,purplelibra72 [13] purplelibra72,absolutely [13] absolutely,still [13] welcomed,partnership [12] tam_resist,wontcavedave Top Word Pairs in Tweet in G6:
[45] #cyberwar,#cybersecurity [41] #athackcon,#cyberwar [40] #cybersecurity,#tech [38] #tech,#infosec [24] ____,#athackcon [23] 000,000 [23] 000,riyals [22] #infosec,#cyberevent [22] battle,000 [22] riyals,commenced Top Word Pairs in Tweet in G7:
[14] seán,clancy [14] climate,change [13] clear,present [13] present,danger [13] danger,astute [13] astute,observations [13] observations,df_cos [13] df_cos,challenges [13] challenges,defenceforces [13] defenceforces,face Top Word Pairs in Tweet in G8:
[51] #북한,#northkorea [47] #northkorea,#cyberwar [42] cyberwar_15,#북한 [28] 사이버,공작원이 [25] 북한,사이버 [24] announcing,first [24] first,keynote [24] keynote,speaker [24] speaker,2021 [24] 2021,national Top Word Pairs in Tweet in G9:
[64] iran,israel [38] israel,cyberwar [27] cyberwar,driving [26] people,iran [26] israel,recently [26] recently,found [26] found,themselves [26] themselves,caught [26] caught,crossfire [25] millions,people Top Word Pairs in Tweet in G10:
[46] cyberwar,cyber [46] cyber,operation [45] guidance,issued [45] issued,lloyds [45] lloyds,insurers [45] insurers,state [45] state,cyberwar [45] operation,exclusions [45] exclusions,includes [45] includes,definition Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: