The graph represents a network of 2,327 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, 11 July 2022 at 06:40 UTC.
The requested start date was Monday, 11 July 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, 38-minute period from Monday, 27 June 2022 at 00:01 UTC to Sunday, 10 July 2022 at 23:40 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 : 2327
Unique Edges : 1502
Edges With Duplicates : 6858
Total Edges : 8360
Number of Edge Types : 5
Retweet : 3159
MentionsInRetweet : 3597
Tweet : 881
Replies to : 187
Mentions : 536
Self-Loops : 1123
Reciprocated Vertex Pair Ratio : 0.0130694548170276
Reciprocated Edge Ratio : 0.0258016955399926
Connected Components : 495
Single-Vertex Connected Components : 252
Maximum Vertices in a Connected Component : 1075
Maximum Edges in a Connected Component : 6371
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.746893
Graph Density : 0.000501237667207011
Modularity : 0.327986
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,327 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, 11 July 2022 at 06:40 UTC.
The requested start date was Monday, 11 July 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, 38-minute period from Monday, 27 June 2022 at 00:01 UTC to Sunday, 10 July 2022 at 23:40 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:
[1177] #cyberwar,#cybercrime [814] #cybercrime,#cyber [608] #cyber,#hacker [355] #hacker,#privacy [279] #privacy,#apt [273] ø,ø [260] ø,ù [259] #apt,#bot [248] #bot,#ciso [223] ù,ø Top Word Pairs in Tweet in G1:
[1136] #cyberwar,#cybercrime [784] #cybercrime,#cyber [586] #cyber,#hacker [350] #hacker,#privacy [277] #privacy,#apt [257] #apt,#bot [246] #bot,#ciso [246] ø,ø [246] ø,ù [213] ù,ø Top Word Pairs in Tweet in G2:
[30] patterns,suggest [29] historical,threat [29] threat,patterns [29] suggest,cyberwar [27] ø,ø [25] cyberwar,inevitable [14] ø,ù [10] ukraine,cyberwar [10] ù,ø [8] #cyberwar,#cybersecurity Top Word Pairs in Tweet in G3:
[78] jackie,singh [78] singh,first [78] first,responder [78] responder,modern [78] teaches,protect [78] protect,brains [78] brains,against [77] heidi_cuda,jackie [76] modern,warfareâ [76] warfareâ,cyberwarâ Top Word Pairs in Tweet in G4:
[71] scada,hacking [46] three_cube,scada [41] #scada,#ics [41] #ics,#scadahacking [31] #scada,#scadahacking [28] #slavaukraini,#stopputinnow [24] scada,ics [24] jamming,russian [24] russian,military [23] round,great Top Word Pairs in Tweet in G5:
[40] #fckptn,#stoprussia [40] #cybersecurity,#cyberattacks [40] #cyberattacks,#cyberwar [32] use,tor [31] tor,servers [31] servers,block [30] time,#ddos [30] #ddos,party [30] party,updated [30] block,share Top Word Pairs in Tweet in G6:
[58] baddcompani,cinenoor [58] cinenoor,weaponizedkeys [58] weaponizedkeys,jacquiedeland [58] jacquiedeland,susanoconn [56] susanoconn,lot [56] lot,people [56] people,think [56] think,politics [56] politics,way [56] way,beyond Top Word Pairs in Tweet in G8:
[36] whole,secret [36] secret,cyberwar [36] cyberwar,lies [36] lies,confusing [36] confusing,enemy [36] enemy,fathom [36] fathom,defenses [27] œthe,whole [23] suntzucyber,œthe [13] #북한,#northkorea Top Word Pairs in Tweet in G9:
[18] starlink,resisted [18] resisted,russian [18] russian,cyberwar [18] cyberwar,jamming [18] jamming,hacking [18] hacking,attempts [18] attempts,far [18] re,ramping [18] ramping,efforts [17] elonmusk,starlink Top Word Pairs in Tweet in G10:
[42] never,win [22] glory,ukraine [21] ukraine,terrorists [21] terrorists,russia [21] russia,never [21] win,never [21] win,kinetic [21] kinetic,war [21] war,trust [20] dear_mr_putin,glory Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G7:
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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: