The graph represents a network of 1,208 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, 17 January 2022 at 07:20 UTC.
The requested start date was Monday, 17 January 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, 19-minute period from Monday, 03 January 2022 at 01:30 UTC to Sunday, 16 January 2022 at 23:50 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 : 1208
Unique Edges : 851
Edges With Duplicates : 2023
Total Edges : 2874
Number of Edge Types : 5
Tweet : 542
Replies to : 194
Mentions : 522
Retweet : 660
MentionsInRetweet : 956
Self-Loops : 571
Reciprocated Vertex Pair Ratio : 0.0142977291841884
Reciprocated Edge Ratio : 0.0281923714759536
Connected Components : 328
Single-Vertex Connected Components : 180
Maximum Vertices in a Connected Component : 352
Maximum Edges in a Connected Component : 1503
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.177079
Graph Density : 0.000827128724822641
Modularity : 0.435208
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,208 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, 17 January 2022 at 07:20 UTC.
The requested start date was Monday, 17 January 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, 19-minute period from Monday, 03 January 2022 at 01:30 UTC to Sunday, 16 January 2022 at 23:50 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:
[109] against,ukraine [107] hacks,against [107] echo,last [106] destructive,hacks [105] last,cyberwar [102] ukraine,echo [73] #cybersecurity,#tech [72] #tech,more [64] more,cybersecurity [64] cybersecurity,coverage Top Word Pairs in Tweet in G1:
[74] against,ukraine [69] hacks,against [69] last,cyberwar [68] destructive,hacks [68] ukraine,echo [68] echo,last [7] earlier,wave [7] wave,russian [7] russian,cyberattacks [7] cyberattacks,ended Top Word Pairs in Tweet in G2:
[39] #cybersecurity,#cyberwar [20] gt,gt [16] destructive,hacks [16] hacks,against [16] echo,last [14] #cybersecurity,#tech [13] #cyberwar,#cybercrime [13] against,ukraine [13] ukraine,echo [13] last,cyberwar Top Word Pairs in Tweet in G3:
[65] #tech,more [64] more,cybersecurity [64] cybersecurity,coverage [64] coverage,check [64] check,flipboard [64] flipboard,magazine [58] #cybersecurity,#tech [46] lancewhit,#cybersecurity [40] ways,cybersecurity [40] cybersecurity,change Top Word Pairs in Tweet in G4:
[10] #redalert_cyberwar,#world_bio_war [10] #world_bio_war,xijinping_xi [6] fatfnews,#redalert_cyberwar [5] jawanrightsgovt,#unsc [4] #unsc,whitehouse [4] whitehouse,potus [4] potus,#redalert_cyberwar [4] xijinping_xi,cyber [4] cyber,security [4] security,handled Top Word Pairs in Tweet in G5:
[13] cyberwar_army,baystmi [7] deframing1,baystmi [7] realmaxmeier,cyberwar_army [7] realmaxmeier,baystmi [6] cyberwar_army,deframing1 [4] cyberwar_army,youtube [3] deframing1,cyberwar_army [3] earlmordente,cyberwar_army [3] cyberwar_army,realmaxmeier [3] steinhoefel,markus_soeder Top Word Pairs in Tweet in G6:
[19] west,unite [17] think,west [17] unite,protecting [17] protecting,critical [17] critical,infrastructure [17] infrastructure,cyberwarfare [16] cyberwarfare,explicitly [14] cisajen,think [13] bfry1981,cisajen [13] explicitly,incl Top Word Pairs in Tweet in G7:
[52] scada,hacking [40] three_cube,scada [34] scada,ics [28] #scada,#ics [28] #ics,#scadahacking [27] #scadahacking,#cyberwar [25] hacking,important [25] important,scada [25] ics,hacks [25] hacks,history Top Word Pairs in Tweet in G8:
[12] lol,remember [12] remember,referred [12] referred,discord [12] discord,popular [12] popular,malware [12] malware,hosting [12] hosting,platform [12] platform,people [12] people,wait [11] #북한,#northkorea Top Word Pairs in Tweet in G10:
[16] yesterday's,cyberattacks [16] cyberattacks,gov't [16] gov't,websites [16] websites,prelude [16] prelude,large [16] large,cyberwar [16] cyberwar,targeting [16] targeting,ua [16] ua,critical [16] critical,infrastructure Top Replied-To in Entire Graph:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: