The graph represents a network of 1,181 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, 19 December 2022 at 07:32 UTC.
The requested start date was Monday, 19 December 2022 at 01:01 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, 22-hour, 9-minute period from Monday, 05 December 2022 at 01:29 UTC to Sunday, 18 December 2022 at 23:39 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 : 1181
Unique Edges : 628
Edges With Duplicates : 1687
Total Edges : 2315
Number of Edge Types : 5
Tweet : 479
Retweet : 671
MentionsInRetweet : 730
Mentions : 350
Replies to : 85
Self-Loops : 528
Reciprocated Vertex Pair Ratio : 0.0168421052631579
Reciprocated Edge Ratio : 0.0331262939958592
Connected Components : 350
Single-Vertex Connected Components : 218
Maximum Vertices in a Connected Component : 243
Maximum Edges in a Connected Component : 933
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.17927
Graph Density : 0.000693178719556825
Modularity : 0.459815
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,181 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, 19 December 2022 at 07:32 UTC.
The requested start date was Monday, 19 December 2022 at 01:01 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, 22-hour, 9-minute period from Monday, 05 December 2022 at 01:29 UTC to Sunday, 18 December 2022 at 23:39 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:
[101] tik,tok [101] tok,prc [101] targets,well [101] faces,voices [101] collect,faces [101] unless,until [101] until,understand [101] voices,future [101] future,targets [101] understand,tik Top Word Pairs in Tweet in G1:
[57] cyber,warfare [54] warfare,getting [34] ø,ø [30] ø,ù [27] getting,wired [25] see,more [23] wired,see [23] ù,ø [21] top,story [19] story,cyber Top Word Pairs in Tweet in G2:
[101] unless,until [101] until,understand [101] prc,weapon [101] future,targets [101] tok,prc [101] weapon,collect [101] understand,tik [101] targets,well [101] voices,future [101] tik,tok Top Word Pairs in Tweet in G3:
[48] #cyber,#cybersecurity [42] #cyberattacks,#cyberwar [42] #cybersecurity,#cyberattacks [39] #cyberwar,#federalgovernment [39] #apt,#securitybreach [39] #federalgovernment,#apt [39] #breach,please [39] #securitybreach,#malware [39] #hacker,#breach [39] please,retweet Top Word Pairs in Tweet in G4:
[29] #ics,#scadahacking [29] #scada,#ics [27] scada,hacking [25] three_cube,scada [22] #cyberwar,#cyberwarrior [21] ics,hacks [21] hacks,history [21] #scadahacking,#cyberwar [21] scada,ics [21] security,important Top Word Pairs in Tweet in G6:
[44] die,zukunft [44] freut,die [44] deepfakes,freut [44] fakenews,online [44] kriegsführung,fakenews [44] zukunft,cyberwar [44] cyberwar,digitaler [44] digitaler,kriegsführung [43] infoluencer,deepfakes [43] online,mobbi Top Word Pairs in Tweet in G7:
[26] #ukraine,#war [24] #war,#cyberwar [12] jamesvgingerich,#anonymous [11] putin,#ukraine [11] message,vladimir [11] #anonymous,message [11] vladimir,putin [10] #cyberwar,#cybersecurity [10] today,#cyberwar [9] data,breach Top Word Pairs in Tweet in G8:
[15] #stayalert,friends [15] #war,#cyberwar [15] #cyberwar,#hackers [15] #hackers,#stayalert [15] #nextlevel,#war [14] neelkantbakshi,#nextlevel [9] back,action [9] serious,question [9] question,jasa [8] govt,govt Top Word Pairs in Tweet in G9:
[13] join,talk [13] #cyber,#cybersecurity [12] happen,find [12] current,geopolitical [12] stability,spite [12] geopolitical,tensions [12] spite,current [12] find,cyber [12] #cyberwar,really [12] really,happen Top Word Pairs in Tweet in G10:
[2] several,countries [2] 11k,25k [2] alex_avoigt,money [2] dod,several [2] countries,orgs [2] 25k,terminals [2] paying,11k [2] money,dod [2] terminals,thanks [2] orgs,individuals Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: