The graph represents a network of 4,354 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, 09 May 2022 at 06:43 UTC.
The requested start date was Monday, 09 May 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, 21-minute period from Monday, 25 April 2022 at 00:15 UTC to Sunday, 08 May 2022 at 23:36 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 : 4354
Unique Edges : 2106
Edges With Duplicates : 11369
Total Edges : 13475
Number of Edge Types : 5
Retweet : 5162
MentionsInRetweet : 5791
Replies to : 255
Mentions : 999
Tweet : 1268
Self-Loops : 1497
Reciprocated Vertex Pair Ratio : 0.0121802679658952
Reciprocated Edge Ratio : 0.0240673886883273
Connected Components : 654
Single-Vertex Connected Components : 393
Maximum Vertices in a Connected Component : 2971
Maximum Edges in a Connected Component : 11533
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.08188
Graph Density : 0.000263072336661679
Modularity : 0.36156
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,354 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, 09 May 2022 at 06:43 UTC.
The requested start date was Monday, 09 May 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, 21-minute period from Monday, 25 April 2022 at 00:15 UTC to Sunday, 08 May 2022 at 23:36 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:
[1362] #cyberwar,#cybercrime [986] 10,million [967] hacker,group [964] group,anonymous [962] nearly,10 [961] anonymous,announces [961] announces,hacked [961] hacked,released [961] released,nearly [961] million,sensitive Top Word Pairs in Tweet in G1:
[937] breaking,news [937] news,hacker [937] hacker,group [937] group,anonymous [937] anonymous,announces [937] announces,hacked [937] hacked,released [937] released,nearly [937] nearly,10 [937] 10,million Top Word Pairs in Tweet in G2:
[1345] #cyberwar,#cybercrime [825] #cybercrime,#cyber [661] #cyber,#hacker [501] #hacker,#privacy [311] #privacy,#apt [234] #cybercrime,#hacker [225] gt,co [190] #apt,#bot [170] online,tools [162] share,please Top Word Pairs in Tweet in G3:
[37] ukraine,support [36] cyberwar,against [36] support,military [34] rage,ukraine [33] cyberattacks,rage [33] military,operations [28] cyberwar,ukraine [27] against,ukraine [24] russia,ukraine [22] russia,losing Top Word Pairs in Tweet in G4:
[76] russia,finding [76] finding,itself [76] itself,much [76] much,more [76] more,target [76] target,reciprocal [76] reciprocal,cyber [76] cyber,assault [76] assault,capabilities [76] capabilities,increasingly Top Word Pairs in Tweet in G5:
[63] state,service [63] service,special [56] ukraine,resist [56] resist,russian [56] russian,hackers [56] hackers,win [56] win,cyberwar [56] cyberwar,deputy [56] deputy,chief [56] chief,state Top Word Pairs in Tweet in G6:
[78] russia,launched [78] launched,over [78] over,200 [78] 200,destructive [78] destructive,relentless [78] relentless,cyberattacks [78] cyberattacks,ukraine [78] ukraine,war [78] war,started [78] started,#microsoft Top Word Pairs in Tweet in G7:
[16] cert_ua,reports [16] reports,mass [16] mass,distribution [16] distribution,jesterstealer [16] jesterstealer,malware [16] malware,messages [16] messages,exploiting [16] exploiting,topic [16] topic,chemical [16] chemical,attack Top Word Pairs in Tweet in G8:
[90] फ,र [90] र,भ [90] भ,सरक [90] सरक,र [90] र,च [90] च,प [90] प,र [90] र,ज [90] ज,य [90] य,म Top Word Pairs in Tweet in G9:
[38] propaganda,censuur [38] censuur,misleiding [38] misleiding,internet [38] internet,oorlogsvoering [38] oorlogsvoering,richt [38] richt,zich [38] zich,meer [38] meer,meer [38] meer,geest [37] beïnvloedingscampagnes,propaganda Top Word Pairs in Tweet in G10:
[54] #ukraine,#war [33] #cyberwar,#ukraine [32] #war,#cyberwar [31] data,breach [31] breach,today [29] today,#cyberwar [22] #cyberwar,#cybersecurity [17] #anonymous,declared [16] #war,#cybersecurity [15] jamesvgingerich,#anonymous Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
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: