The graph represents a network of 1,762 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, 15 August 2022 at 06:37 UTC.
The requested start date was Monday, 15 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, 23-hour, 23-minute period from Monday, 01 August 2022 at 00:12 UTC to Sunday, 14 August 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 : 1762
Unique Edges : 1007
Edges With Duplicates : 4405
Total Edges : 5412
Number of Edge Types : 5
Retweet : 2027
MentionsInRetweet : 2258
Tweet : 632
Mentions : 385
Replies to : 110
Self-Loops : 758
Reciprocated Vertex Pair Ratio : 0.0148760330578512
Reciprocated Edge Ratio : 0.0293159609120521
Connected Components : 385
Single-Vertex Connected Components : 207
Maximum Vertices in a Connected Component : 739
Maximum Edges in a Connected Component : 3926
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.257132
Graph Density : 0.000593641653146978
Modularity : 0.346149
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 1,762 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, 15 August 2022 at 06:37 UTC.
The requested start date was Monday, 15 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, 23-hour, 23-minute period from Monday, 01 August 2022 at 00:12 UTC to Sunday, 14 August 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:
[862] #cyberwar,#cybercrime [538] #cybercrime,#cyber [305] #cyber,#hacker [286] #hacker,#privacy [206] #privacy,#apt [174] #apt,#bot [156] #bot,#ciso [128] #cybercrime,#hacker [102] mai,andato [102] andato,onda Top Word Pairs in Tweet in G1:
[46] ø,ù [42] ø,ø [40] ù,ø [33] russia,ukraine [32] ukraine,conflict [32] conflict,holds [32] holds,cyberwar [32] cyberwar,lessons [20] cyberwar,ukraine [19] russia,mess Top Word Pairs in Tweet in G2:
[168] #cyberwar,#cybercrime [101] #cybercrime,#cyber [50] #cyber,#hacker [37] #hacker,#privacy [35] effective,#cybersecurity [35] #cybersecurity,program [35] program,begins [35] begins,before [35] before,breach [35] breach,occurs Top Word Pairs in Tweet in G3:
[48] jamming,russian [48] russian,military [32] never,history [32] history,world [32] world,cyberwar [32] cyberwar,never [32] never,time [32] time,white [31] humanbrotherho1,never [29] #cyberwar,#cyberwarrior Top Word Pairs in Tweet in G4:
[678] #cyberwar,#cybercrime [427] #cybercrime,#cyber [251] #cyber,#hacker [246] #hacker,#privacy [180] #privacy,#apt [157] #apt,#bot [144] #bot,#ciso [105] #cybercrime,#hacker [96] #infosec,#opensource [96] #opensource,#python Top Word Pairs in Tweet in G5:
[102] mai,andato [102] andato,onda [65] 11,mila [65] mila,visualizzazioni [65] visualizzazioni,sono [65] sono,poche [65] poche,non [65] non,avete [65] avete,ancora [65] ancora,visto Top Word Pairs in Tweet in G6:
[10] live,streams [10] streams,itspmagazine [10] itspmagazine,coverage [10] coverage,#bhusa2022 [10] #bhusa2022,#defcon30 [10] #defcon30,streamed [10] streamed,today [10] today,mikko [10] required,reading [10] reading,before Top Word Pairs in Tweet in G8:
[39] whole,secret [39] secret,cyberwar [39] cyberwar,lies [39] lies,confusing [39] confusing,enemy [39] enemy,fathom [39] fathom,defenses [30] ì,ì [20] suntzucyber,whole [18] methods,anonymous Top Word Pairs in Tweet in G9:
[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 G10:
[31] methods,#anonymous [31] #anonymous,used [31] used,against [31] against,#russia [31] #russia,highly [31] highly,disruptive [31] disruptive,effective [30] youranontv,methods [21] effective,rewritâ [9] effective,rewrit Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G5:
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Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: