The graph represents a network of 1,761 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, 14 June 2021 at 06:29 UTC.
The requested start date was Monday, 14 June 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, 17-hour, 51-minute period from Monday, 31 May 2021 at 02:41 UTC to Sunday, 13 June 2021 at 20:32 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 : 1761
Unique Edges : 1182
Edges With Duplicates : 4512
Total Edges : 5694
Number of Edge Types : 5
Retweet : 1802
MentionsInRetweet : 2180
Mentions : 788
Tweet : 673
Replies to : 251
Self-Loops : 720
Reciprocated Vertex Pair Ratio : 0.0180505415162455
Reciprocated Edge Ratio : 0.0354609929078014
Connected Components : 376
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 734
Maximum Edges in a Connected Component : 4193
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.585959
Graph Density : 0.000636905683754065
Modularity : 0.350199
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,761 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, 14 June 2021 at 06:29 UTC.
The requested start date was Monday, 14 June 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, 17-hour, 51-minute period from Monday, 31 May 2021 at 02:41 UTC to Sunday, 13 June 2021 at 20:32 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:
[600] #cybersecuritynews,#cyber [423] #cyber,#cybersecurity [312] #cybersecurity,#cyberattacks [271] #cyberattacks,#cyberwar [271] #cyberwar,#apt [268] #redhotcyber,#cybersecurity [268] #apt,#securitybreach [268] #securitybreach,#malware [267] #malware,#zeroday [266] #zeroday,#hacker Top Word Pairs in Tweet in G1:
[599] #cybersecuritynews,#cyber [419] #cyber,#cybersecurity [312] #cybersecurity,#cyberattacks [271] #cyberattacks,#cyberwar [271] #cyberwar,#apt [268] #redhotcyber,#cybersecurity [268] #apt,#securitybreach [268] #securitybreach,#malware [267] #malware,#zeroday [266] #zeroday,#hacker Top Word Pairs in Tweet in G2:
[90] ø,ø [60] ø,ù [46] ù,ø [28] ø,ú [25] ú,ø [23] ù,ù [22] ø,ùˆø [17] ùˆø,ø [17] û,ø [15] ú,û Top Word Pairs in Tweet in G3:
[38] nato's,article [34] first,trip [34] trip,abroad [34] abroad,proposal [34] proposal,add [34] add,cyberwarfare [28] cyberwar,russia [26] biden,warns [26] warns,putin [26] putin,raf Top Word Pairs in Tweet in G4:
[61] ransomware,attack [61] attack,uninformed [61] uninformed,dipshit [61] dipshit,appear [61] appear,claim [61] claim,russian [61] russian,act [61] act,cyberwar [60] malwaretechblog,ransomware [2] makes,sense Top Word Pairs in Tweet in G5:
[44] scada,hacking [31] three_cube,scada [30] scada,ics [26] #scadahacking,#cyberwar [23] hacking,important [23] important,scada [23] ics,hacks [23] hacks,history [23] #scada,#ics [23] #ics,#scadahacking Top Word Pairs in Tweet in G6:
[18] wylienewmark,cyberwar [14] saying,cyberwar [13] tell,cybersecurity [13] cybersecurity,industry [13] industry,packed [13] packed,ex [13] ex,military [13] military,marketing [13] marketing,people [13] people,saying Top Word Pairs in Tweet in G7:
[12] first,colonial [12] colonial,pipeline [12] pipeline,hack [12] hack,crypto [12] crypto,comunity [12] comunity,entire [12] entire,world [12] world,going [12] going,take [11] migueldelrey91,first Top Word Pairs in Tweet in G8:
[44] watch,chris [44] chris,matthews [44] matthews,government [44] government,play [44] play,offense [44] offense,against [44] against,russia [44] russia,based [44] based,cyberattacks [44] cyberattacks,help Top Word Pairs in Tweet in G9:
[35] web,outage [35] outage,going [35] going,right [35] right,twitch [35] twitch,reddit [35] reddit,amazon [35] amazon,verge [35] verge,down [35] down,looks [35] looks,key Top Word Pairs in Tweet in G10:
[14] mywhiteninja_,fouroctets [14] fouroctets,da_667 [14] da_667,oscaron [14] oscaron,notdan [14] notdan,cybergibbons [14] cybergibbons,swiftonsecurity [14] swiftonsecurity,johnjhacking [13] viss,waltzingrhino [13] waltzingrhino,jwgoerlich [13] k1ll_sw17ch,erratarob Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: