The graph represents a network of 4,568 Twitter users whose recent tweets contained "cyberwar", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 07:35 UTC.
The tweets in the network were tweeted over the 2149-day, 2-hour, 37-minute period from Sunday, 16 April 2017 at 22:20 UTC to Monday, 06 March 2023 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4568
Unique Edges : 2252
Edges With Duplicates : 8183
Total Edges : 10435
Number of Edge Types : 9
Tweet : 1368
MentionsInReplyTo : 933
Replies to : 431
Retweet : 3138
MentionsInRetweet : 3867
Mentions : 528
Quote : 112
MentionsInQuote : 45
MentionsInQuoteReply : 13
Self-Loops : 1727
Reciprocated Vertex Pair Ratio : 0.0236550136068662
Reciprocated Edge Ratio : 0.0462167689161554
Connected Components : 844
Single-Vertex Connected Components : 542
Maximum Vertices in a Connected Component : 1541
Maximum Edges in a Connected Component : 4354
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.622511
Graph Density : 0.000234396839889606
Modularity : 0.479323
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,568 Twitter users whose recent tweets contained "cyberwar", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 07:35 UTC.
The tweets in the network were tweeted over the 2149-day, 2-hour, 37-minute period from Sunday, 16 April 2017 at 22:20 UTC to Monday, 06 March 2023 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[1042] watching,porn [1042] zahawi,tax [1042] prince,andrew [1042] andrew,nonce [1042] sniffing,coke [1042] dodging,several [1042] porn,sniffing [1042] several,million [1042] mps,watching [1042] nonce,nadhim Top Word Pairs in Tweet in G1:
[1042] sniffing,coke [1042] tax,dodging [1042] pounds,mps [1042] nonce,nadhim [1042] porn,sniffing [1042] mps,watching [1042] several,million [1042] andrew,nonce [1042] nadhim,zahawi [1042] prince,andrew Top Word Pairs in Tweet in G2:
[109] state,policy [109] instrument,state [109] china,prominent [109] actor,world [109] world,politics [109] used,cyberwar [109] prominent,actor [109] significantly,used [109] cyberwar,instrument [109] politics,significantly Top Word Pairs in Tweet in G3:
[195] major,cyberwar [195] zero,coverage [195] happening,rn [195] rn,zero [195] cyberwar,happening [195] news,interesting [195] coverage,news [194] saaswiz,major [5] russlands,hacker [5] rolle,spielen Top Word Pairs in Tweet in G4:
[35] invasion,ukraine [33] russian,invasion [26] #cyberwar,#cybersecurity [22] ajvicens,eliasgroll [21] year,russian [21] war,ukraine [20] dimensions,conflict [20] cyber,dimensions [19] cyber,war [14] dsszzi,_cert_ua Top Word Pairs in Tweet in G5:
[158] announced,officially [158] ago,anonymous [158] #cyberwar,against [158] against,#russian [158] exactly,year [158] anonymous,collective [158] collective,announced [158] year,ago [158] officially,#cyberwar [157] youranontv,exactly Top Word Pairs in Tweet in G6:
[165] anonymous,collective [165] ago,anonymous [165] #cyberwar,against [165] year,ago [165] officially,#cyberwar [165] exactly,year [165] announced,officially [165] collective,announced [165] against,#russian [157] anonymousnn3,exactly Top Word Pairs in Tweet in G7:
[133] #cybercrime,#cyberwar [120] account,back [120] retweet,message [120] instagram,account [120] message,instagram [118] back,#cybercrime [113] #cyberwar,#hacker [109] #cyber,#cybersecurity [107] #hacker,#hacker [102] #cybersecurity,#cyberattacks Top Word Pairs in Tweet in G8:
[104] sheer,warmongering [104] former,pm [104] warmongering,opinion [104] cyberwar,sheer [104] #china,launch [104] opinion,disregards [104] launch,cyberwar [104] pm,warns [104] disregards,wikileaks [104] warns,#china Top Word Pairs in Tweet in G9:
[26] know,yourself [26] yourself,enemy [26] cyberwar,understanding [26] enemy,know [26] victory,gained [26] enemy,victory [26] art,cyberwar [26] understanding,enemy [25] 780thc,art [12] contibution,war Top Word Pairs in Tweet in G10:
[14] meet,hackers [14] ben,makuch [14] geopolitics,hacking [14] hacking,surveillance [14] surveillance,ben [14] makuch,travels [14] travels,world [14] tapping,geopolitics [14] cyberwar,tapping [14] world,meet Top Replied-To in Entire Graph:
Top Replied-To in G4:
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: