The graph represents a network of 1,678 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, 22 August 2022 at 06:34 UTC.
The requested start date was Monday, 22 August 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, 21-hour, 47-minute period from Monday, 08 August 2022 at 01:02 UTC to Sunday, 21 August 2022 at 22:50 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 : 1678
Unique Edges : 972
Edges With Duplicates : 4283
Total Edges : 5255
Number of Edge Types : 5
Tweet : 663
Retweet : 1945
MentionsInRetweet : 2113
Mentions : 419
Replies to : 115
Self-Loops : 794
Reciprocated Vertex Pair Ratio : 0.0190067443286327
Reciprocated Edge Ratio : 0.0373044524669073
Connected Components : 408
Single-Vertex Connected Components : 240
Maximum Vertices in a Connected Component : 566
Maximum Edges in a Connected Component : 3500
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.917598
Graph Density : 0.000590617077575528
Modularity : 0.327539
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,678 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, 22 August 2022 at 06:34 UTC.
The requested start date was Monday, 22 August 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, 21-hour, 47-minute period from Monday, 08 August 2022 at 01:02 UTC to Sunday, 21 August 2022 at 22:50 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:
[934] #cyberwar,#cybercrime [561] #cybercrime,#cyber [385] #cyber,#hacker [283] #hacker,#privacy [197] #privacy,#apt [172] #apt,#bot [142] #bot,#ciso [130] #cybercrime,#hacker [110] russia,ukraine [105] #opensource,#python Top Word Pairs in Tweet in G1:
[71] russia,ukraine [68] ukraine,cyberwar [35] linked,groups [35] groups,target [35] target,ukraine [34] russia,linked [32] ukraine,conflict [32] conflict,holds [32] holds,cyberwar [32] cyberwar,lessons Top Word Pairs in Tweet in G2:
[181] #cyberwar,#cybercrime [106] #cybercrime,#cyber [65] #cyber,#hacker [35] #hacker,#privacy [33] #cybersecurity,#infosec [25] #cybercrime,#hacker [24] data,breach [24] #ukraine,#war [21] #cybersecurity,#hacking [20] #privacy,#apt Top Word Pairs in Tweet in G3:
[104] mai,andato [104] andato,onda [67] 11,mila [67] mila,visualizzazioni [67] visualizzazioni,sono [67] sono,poche [67] poche,non [67] non,avete [67] avete,ancora [67] ancora,visto Top Word Pairs in Tweet in G4:
[720] #cyberwar,#cybercrime [433] #cybercrime,#cyber [303] #cyber,#hacker [238] #hacker,#privacy [169] #privacy,#apt [148] #apt,#bot [130] #bot,#ciso [104] #cybercrime,#hacker [102] #opensource,#python [101] #infosec,#opensource Top Word Pairs in Tweet in G5:
[42] jamming,russian [42] russian,military [35] #scada,#ics [35] #ics,#scadahacking [32] david,bombal [26] scada,hacking [26] interview,david [24] scada,ics [22] three_cube,scada [21] military,signal Top Word Pairs in Tweet in G6:
[20] ll,mail [20] mail,cyberwar [20] cyberwar,veteran [20] veteran,pin [20] pin,anyone [20] anyone,matches [20] matches,donation [19] johnhultquist,ll [15] lpo,cyberwar [13] cyberwar,best Top Word Pairs in Tweet in G8:
[50] mēs,esam [49] runāsim,skaidru [49] skaidru,valodu [49] valodu,krievija [49] krievija,šobrīd [49] šobrīd,uzbrūk [49] uzbrūk,latvijai [49] latvijai,ir [49] ir,mūsu [49] mūsu,aktīvs Top Word Pairs in Tweet in G9:
[4] near,total [4] total,internet [2] latest,edition [2] edition,changelog [2] changelog,newsletter [2] newsletter,featuring [2] featuring,lorenzofb's [2] lorenzofb's,signal [2] signal,scare [2] scare,cyber Top Word Pairs in Tweet in G10:
[13] 2022,security [13] security,conference [10] required,reading [10] reading,before [10] before,write [10] write,next [10] next,cyberwar [10] cyberwar,ed [10] ed,please [9] tomhegel,juanandres_gs Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
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: