The graph represents a network of 1,358 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 Tuesday, 11 May 2021 at 06:23 UTC.
The requested start date was Monday, 10 May 2021 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, 34-minute period from Monday, 26 April 2021 at 00:04 UTC to Sunday, 09 May 2021 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 : 1358
Unique Edges : 690
Edges With Duplicates : 4317
Total Edges : 5007
Number of Edge Types : 5
Retweet : 1758
MentionsInRetweet : 1971
Replies to : 145
Tweet : 727
Mentions : 406
Self-Loops : 775
Reciprocated Vertex Pair Ratio : 0.0131099781500364
Reciprocated Edge Ratio : 0.0258806613946801
Connected Components : 264
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 564
Maximum Edges in a Connected Component : 3737
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.912963
Graph Density : 0.000754827149466629
Modularity : 0.287358
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,358 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 Tuesday, 11 May 2021 at 06:23 UTC.
The requested start date was Monday, 10 May 2021 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, 34-minute period from Monday, 26 April 2021 at 00:04 UTC to Sunday, 09 May 2021 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:
[674] #cybersecuritynews,#cyber [489] #cyber,#cybersecurity [368] #cybersecurity,#cyberattacks [320] #cyberattacks,#cyberwar [312] #cyberwar,#apt [311] #apt,#securitybreach [308] #securitybreach,#malware [307] #malware,#zeroday [304] #zeroday,#hacker [303] #hacker,#breach Top Word Pairs in Tweet in G1:
[674] #cybersecuritynews,#cyber [489] #cyber,#cybersecurity [367] #cybersecurity,#cyberattacks [320] #cyberattacks,#cyberwar [312] #cyberwar,#apt [311] #apt,#securitybreach [308] #securitybreach,#malware [307] #malware,#zeroday [304] #zeroday,#hacker [303] #hacker,#breach Top Word Pairs in Tweet in G2:
[12] free,books [12] books,look [12] look,fatal [12] fatal,score [12] score,thriller [12] thriller,promotion [12] promotion,meet [12] meet,louise [12] louise,napolitani [12] napolitani,joe Top Word Pairs in Tweet in G3:
[93] top,kremlin [93] kremlin,mouthpiece [93] mouthpiece,warns [93] warns,inevitable [93] inevitable,war [93] war,over [93] over,another [93] another,ukraine [93] ukraine,land [93] land,grab Top Word Pairs in Tweet in G4:
[59] coming,sky [59] sky,one [53] first,look [45] cobra,cyberwar [43] sky,original [43] original,drama [35] look,second [35] second,series [35] series,action [35] action,packed Top Word Pairs in Tweet in G5:
[39] decimos,toda [39] toda,venezuela [39] venezuela,hemos [39] hemos,declarado [39] declarado,estado [39] estado,guerra [39] guerra,cibernética [39] cibernética,contra [39] contra,régimen [39] régimen,gob Top Word Pairs in Tweet in G6:
[5] ll,speaking [5] speaking,virtual [5] virtual,quest [5] quest,#data [5] #data,empowerment [5] empowerment,summit [5] summit,19th [5] 19th,12 [5] 12,pm [5] pm,join Top Word Pairs in Tweet in G7:
[63] scada,hacking [48] three_cube,scada [38] #cyberwar,#cyberwarrior [31] scada,ics [26] #scada,#ics [26] #ics,#scadahacking [20] #scadahacking,#cyberwar [20] #scada,#scadahacking [19] #scadahacking,#ics [16] hacking,attacking Top Word Pairs in Tweet in G8:
[4] #cyberpsychology,kostioukhina_md [4] kostioukhina_md,weapons [4] weapons,mass [4] mass,disruption [4] disruption,#bots [4] #bots,#trolltwitter [4] #trolltwitter,#cyberspace [4] #cyberspace,#geopolitics [4] #geopolitics,#cyberwar [3] kostioukhina_md,very Top Word Pairs in Tweet in G9:
[32] solarwinds,hack [32] hack,sanctions [32] sanctions,cyberwar [24] russia,blamed [24] blamed,solarwinds [22] malwaretechblog,russia [8] gabsmashh,tarah [8] russia,solarwinds [8] cyberwar,wherein [8] wherein,make Top Word Pairs in Tweet in G10:
[21] pitch,excellent [21] excellent,editor [21] editor,brian [21] brian,write [21] write,wired's [21] wired's,security [21] security,section [21] section,publish [21] publish,hacking [21] hacking,surveillance Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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: