The graph represents a network of 4,150 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 07:36 UTC.
The tweets in the network were tweeted over the 3875-day, 0-hour, 37-minute period from Thursday, 05 July 2012 at 00:02 UTC to Monday, 13 February 2023 at 00:39 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 : 4150
Unique Edges : 2429
Edges With Duplicates : 8110
Total Edges : 10539
Number of Edge Types : 9
Retweet : 2754
MentionsInRetweet : 3438
MentionsInReplyTo : 1084
Replies to : 650
Tweet : 1627
Quote : 186
Mentions : 712
MentionsInQuoteReply : 19
MentionsInQuote : 69
Self-Loops : 2196
Reciprocated Vertex Pair Ratio : 0.0250057883769391
Reciprocated Edge Ratio : 0.0487915066636548
Connected Components : 899
Single-Vertex Connected Components : 546
Maximum Vertices in a Connected Component : 1923
Maximum Edges in a Connected Component : 6469
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.29028
Graph Density : 0.000257109421053701
Modularity : 0.441005
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,150 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 07:36 UTC.
The tweets in the network were tweeted over the 3875-day, 0-hour, 37-minute period from Thursday, 05 July 2012 at 00:02 UTC to Monday, 13 February 2023 at 00:39 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:
[252] instagram,account [252] message,instagram [252] retweet,message [252] account,back [225] #cybercrime,#cyberwar [216] back,#websecurity [215] #websecurity,#privacy [204] cyberwar,happening [198] major,cyberwar [196] zero,coverage Top Word Pairs in Tweet in G1:
[106] iot,smart [81] holds,ramifications [81] ramifications,both [81] smart,technologies [81] dependent,iot [81] critical,infrastructure [81] china,dependent [81] technologies,holds [81] india,growing [81] both,critical Top Word Pairs in Tweet in G2:
[251] instagram,account [251] message,instagram [251] account,back [251] retweet,message [215] back,#websecurity [215] #cybercrime,#cyberwar [214] #websecurity,#privacy [176] #cyber,#cybersecurity [175] #privacy,#cybercrime [163] #cybersecurity,#cyberattacks Top Word Pairs in Tweet in G3:
[194] coverage,news [194] news,interesting [194] zero,coverage [194] major,cyberwar [194] cyberwar,happening [194] rn,zero [194] happening,rn [193] saaswiz,major [5] article,2018 [5] 2018,#malofeev Top Word Pairs in Tweet in G4:
[138] putin,declared [136] 'cyberwar',ukraine [136] already,happening [136] work,ukraine [136] declared,'cyberwar' [136] ukraine,uk [136] nato,work [136] ukraine,already [136] uk,nato [136] 2014,putin Top Word Pairs in Tweet in G5:
[189] russian,dangerous [189] unit,bring [189] dangerous,cyberwar [189] crises,russian [189] today's,russian [189] bring,down [189] ukraine,crises [189] danger,today's [189] cyberwar,unit [189] russian,ukraine Top Word Pairs in Tweet in G6:
[45] #infosec,#cyberwar [41] jamming,russian [41] russian,military [38] hacks,find [38] find,unsecured [38] web,cams [38] cams,#webcams [38] google,hacks [38] list,google [38] ultimate,list Top Word Pairs in Tweet in G7:
[48] against,ukraine [47] russia,cyberwar [46] cyberwar,against [34] vital,lessons [34] offers,vital [34] lessons,west [34] ukraine,offers [33] longer,possible [33] year,longer [33] one,year Top Word Pairs in Tweet in G8:
[2] tsamatech,ilbisbetico [2] time,givêaway [2] ilbisbetico,cyberwar [2] dont,waste [2] jcquiero,tsamatech [2] airport_girl,cyberwar [2] izgecen,nashtyrhymes [2] right,quickfixonline [2] cyberwar,knowletup [2] cyber,value Top Word Pairs in Tweet in G9:
[52] cyberwar,cipher [48] viber,372 [48] signal,viber [48] whatsapp,telegram [48] telegram,signal [48] 5734,7873 [48] 372,5734 [47] 929,220 [47] cipher,machines [46] 220,5666 Top Word Pairs in Tweet in G10:
[35] security,dovrebbero [35] ogni,mattina [35] dovrebbero,ringraziare [35] non,percepiscono [35] alcune,persone [35] ringraziare,alcune [35] mattina,governo [35] tutti,digital [35] persone,non [35] digital,security Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: