The graph represents a network of 6,416 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, 07 March 2022 at 07:31 UTC.
The requested start date was Monday, 07 March 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 2-day, 14-hour, 29-minute period from Tuesday, 01 March 2022 at 09:27 UTC to Thursday, 03 March 2022 at 23:56 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 : 6416
Unique Edges : 3715
Edges With Duplicates : 10749
Total Edges : 14464
Number of Edge Types : 5
Retweet : 4921
MentionsInRetweet : 6091
Tweet : 1924
Mentions : 1155
Replies to : 373
Self-Loops : 2005
Reciprocated Vertex Pair Ratio : 0.0133411523237062
Reciprocated Edge Ratio : 0.0263310185185185
Connected Components : 1330
Single-Vertex Connected Components : 812
Maximum Vertices in a Connected Component : 3623
Maximum Edges in a Connected Component : 10517
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.515381
Graph Density : 0.000167935578046311
Modularity : 0.482681
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,416 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, 07 March 2022 at 07:31 UTC.
The requested start date was Monday, 07 March 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 2-day, 14-hour, 29-minute period from Tuesday, 01 March 2022 at 09:27 UTC to Thursday, 03 March 2022 at 23:56 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:
[465] updated,list [463] groups,involved [462] involved,#ukrainerussiawar [457] list,#cyber [457] #cyber,groups [415] mar,updated [415] #ukrainerussiawar,more [415] more,groups [415] groups,added [407] cyberknow20,mar Top Word Pairs in Tweet in G1:
[45] cyberwar,ukraine [41] cyberwar,russia [40] ny,russia [36] cyberwar,against [36] war,eclipsed [35] propaganda,war [35] eclipsed,cyberwar [33] against,russia [31] group,anonymous [29] declared,cyberwar Top Word Pairs in Tweet in G2:
[366] updated,list [364] groups,involved [363] list,#cyber [363] #cyber,groups [363] involved,#ukrainerussiawar [334] mar,updated [334] #ukrainerussiawar,more [334] more,groups [334] groups,added [332] cyberknow20,mar Top Word Pairs in Tweet in G3:
[141] #cyberwar,#cybercrime [91] #cybercrime,#cyber [91] #cyber,#hacker [88] #100daysofcode,#bot [81] #developers,#bugbounty [79] digital,infrastructure [78] foxblade,#malware [78] #malware,hit [77] microsoft,discovers [77] discovers,foxblade Top Word Pairs in Tweet in G4:
[36] collective,declared [30] hacker,collective [27] #cybersecurity,#cyberwar [24] anonymous,hacker [24] declared,cyberwar [24] cyberwar,russia [19] guardian,anonymous [18] gt,gt [12] declared,#cyberwar [12] updated,list Top Word Pairs in Tweet in G5:
[207] one,genuinely [207] genuinely,patriotic [207] patriotic,tech [207] tech,company [207] company,thanks [207] thanks,microsoft [207] microsoft,helping [207] helping,fight [207] fight,back [207] back,against Top Word Pairs in Tweet in G6:
[42] hacking,group [37] group,gng [37] gng,affiliated [37] affiliated,#anonymous [37] #anonymous,hacks [37] hacks,leaks [37] leaks,database [37] database,#russia's [37] #russia's,sberbank [37] sberbank,support Top Word Pairs in Tweet in G7:
[116] #russia,#ukraine [110] #cyberwar,#hacking [106] against,russia [104] #hacking,#infosec [100] hacktivists,defending [100] defending,ukraine [100] ukraine,best [100] best,way [100] way,know [100] know,cyberattacks Top Word Pairs in Tweet in G8:
[45] habe,heute [45] heute,wunderbaren [45] wunderbaren,linuzifer [45] linuzifer,#angeklickt [45] #angeklickt,aktuelle_stunde [45] aktuelle_stunde,morgen [45] morgen,#cyberwar [45] #cyberwar,#anonymous [44] schiebde,habe [44] #anonymous,gesp Top Word Pairs in Tweet in G9:
[156] hackers,become [156] become,hacked [156] site,taken [156] taken,down [156] down,following [156] following,declaration [156] declaration,cyberwar [155] hacked,#anonymous' [155] #anonymous',site [155] cyberwar,#russia Top Word Pairs in Tweet in G10:
[133] #ukraine,#war [133] #war,#cyberwar [120] #anonymous,message [120] message,vladimir [120] vladimir,putin [120] putin,#ukraine [119] jamesvgingerich,#anonymous [15] russian,websites [11] #cybersecurity,#war [9] #cyberwar,#ukraine Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: