The graph represents a network of 1,248 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 November 2021 at 07:19 UTC.
The requested start date was Monday, 15 November 2021 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, 17-hour, 51-minute period from Monday, 01 November 2021 at 03:36 UTC to Sunday, 14 November 2021 at 21:27 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 : 1248
Unique Edges : 667
Edges With Duplicates : 2523
Total Edges : 3190
Number of Edge Types : 5
Retweet : 676
MentionsInRetweet : 841
Replies to : 169
Tweet : 495
Mentions : 1009
Self-Loops : 525
Reciprocated Vertex Pair Ratio : 0.0285714285714286
Reciprocated Edge Ratio : 0.0555555555555556
Connected Components : 244
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 349
Maximum Edges in a Connected Component : 691
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.426772
Graph Density : 0.000832767873666029
Modularity : 0.410141
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,248 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 November 2021 at 07:19 UTC.
The requested start date was Monday, 15 November 2021 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, 17-hour, 51-minute period from Monday, 01 November 2021 at 03:36 UTC to Sunday, 14 November 2021 at 21:27 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:
[185] publicly,invited [185] invited,russia [185] russia,wage [185] wage,cyberwar [185] cyberwar,america [185] america,spread [185] spread,knew [185] knew,kremlin [185] kremlin,disinformation [185] disinformation,sought Top Word Pairs in Tweet in G1:
[182] publicly,invited [182] invited,russia [182] russia,wage [182] wage,cyberwar [182] cyberwar,america [182] america,spread [182] spread,knew [182] knew,kremlin [182] kremlin,disinformation [182] disinformation,sought Top Word Pairs in Tweet in G2:
[2] escapedacult,dcpetterson [2] bigrigsusa,kelly2277 [2] kelly2277,carrybeyond [2] carrybeyond,shelraisinghell [2] shelraisinghell,mamurphymaureen [2] ashoutoutfrommn,michaeljgolub [2] michaeljgolub,lizwonders1 [2] loonyberg,eve_virt [2] aegon555,42_dolphins [2] 42_dolphins,think Top Word Pairs in Tweet in G3:
[42] cobra,cyberwar [33] series,two [32] tv,features [32] features,cobra [32] cyberwar,series [24] two,interview [12] anønymøus,cyberwar [11] cyberwar,muslim [9] blake,dowling [9] dowling,landing Top Word Pairs in Tweet in G4:
[43] #cybersecurity,#cyberwar [19] cybersecurity,cyberwar [19] cyberwar,everyone [19] everyone,needs [19] needs,know [19] know,iotcybersec24 [19] iotcybersec24,#cybersecurity [19] #cyberwar,#what [19] #what,#everyone [18] report,#cybersecurity Top Word Pairs in Tweet in G5:
[5] cnealwalden,polgara_toads [5] polgara_toads,donnak831 [4] small1ldy1,zazzybritches [4] zazzybritches,bodhisattvakat [4] bodhisattvakat,fab4screamie [4] fab4screamie,jtraversdevine [4] jtraversdevine,tonism [4] tonism,cnealwalden [3] still,cyberwar [3] tam_resist,small1ldy1 Top Word Pairs in Tweet in G6:
[28] whole,secret [28] secret,cyberwar [28] cyberwar,lies [28] lies,confusing [28] confusing,enemy [28] enemy,fathom [28] fathom,defenses [27] combat,online [27] online,disinformation [27] disinformation,gchq Top Word Pairs in Tweet in G7:
[40] jane_banane__,digitalerc [40] digitalerc,marinraid [36] bobbybeatbeat,banana_bot_007 [36] banana_bot_007,jane_banane__ [35] luananussbaum,cyberwar_army [34] quinnartur,drredpillerson [23] texancharlie,bentoni17 [23] bentoni17,luananussbaum [22] texancharlie,luananussbaum [21] drredpillerson,texancharlie Top Word Pairs in Tweet in G8:
[55] cyberwar,between [45] iran,heating [41] between,israel [39] israel,iran [34] dr,adnan [34] adnan,abu [34] abu,amer [22] middleeastmnt,cyberwar [14] between,#israel [12] heating,opinion Top Word Pairs in Tweet in G9:
[44] #scadahacking,#cyberwar [41] scada,hacking [41] scada,ics [41] #scada,#ics [41] #ics,#scadahacking [29] three_cube,scada [27] hacking,important [27] important,scada [27] ics,hacks [27] hacks,history Top Word Pairs in Tweet in G10:
[28] aware,fact [28] fact,decimate [28] decimate,cyberwar [28] cyberwar,know [28] know,weaknesses [28] weaknesses,strengths [28] strengths,calm [27] elitepredatorss,aware [27] calm,downâ Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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: