The graph represents a network of 2,574 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, 20 June 2022 at 06:40 UTC.
The requested start date was Monday, 20 June 2022 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, 1-minute period from Monday, 06 June 2022 at 00:36 UTC to Sunday, 19 June 2022 at 23:38 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 : 2574
Unique Edges : 1365
Edges With Duplicates : 7694
Total Edges : 9059
Number of Edge Types : 5
Retweet : 3603
MentionsInRetweet : 3980
Tweet : 892
Mentions : 408
Replies to : 176
Self-Loops : 1059
Reciprocated Vertex Pair Ratio : 0.0129235068110374
Reciprocated Edge Ratio : 0.0255172413793103
Connected Components : 485
Single-Vertex Connected Components : 269
Maximum Vertices in a Connected Component : 1416
Maximum Edges in a Connected Component : 7291
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.597849
Graph Density : 0.000437874514827488
Modularity : 0.320385
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,574 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, 20 June 2022 at 06:40 UTC.
The requested start date was Monday, 20 June 2022 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, 1-minute period from Monday, 06 June 2022 at 00:36 UTC to Sunday, 19 June 2022 at 23:38 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:
[1500] #cyberwar,#cybercrime [934] #cybercrime,#cyber [604] #cyber,#hacker [494] #hacker,#privacy [337] #privacy,#apt [274] #apt,#bot [207] #bot,#ciso [168] #cybercrime,#hacker [153] #cyberattack,#cybersecurity [151] #cybersecurity,#security Top Word Pairs in Tweet in G1:
[1489] #cyberwar,#cybercrime [928] #cybercrime,#cyber [601] #cyber,#hacker [491] #hacker,#privacy [333] #privacy,#apt [273] #apt,#bot [207] #bot,#ciso [165] #cybercrime,#hacker [150] #cyberattack,#cybersecurity [146] #infosec,#opensource Top Word Pairs in Tweet in G2:
[44] russia,unexpectedly [44] unexpectedly,poor [43] poor,cyberwar [41] european,military [41] military,heads [40] cyberwar,european [25] waging,cyberwar [16] russia,ukraine [15] ragtag,band [15] cyberwar,putin Top Word Pairs in Tweet in G3:
[66] scada,hacking [63] cyberwar,against [62] against,russia [54] three_cube,scada [52] #scada,#scadahacking [43] time,#ddos [43] #ddos,party [43] party,updated [43] 2022,use [43] use,vpn Top Word Pairs in Tweet in G4:
[142] gli,hacker [83] sembrerebbe,gli [83] hacker,ucraini [83] ucraini,digital [83] digital,army [83] army,siano [83] siano,riusciti [83] riusciti,ad [83] ad,entrare [83] entrare,nel Top Word Pairs in Tweet in G5:
[29] zee5shows,vootselect [28] friday,best [28] best,tomorrow [28] tomorrow,two [28] two,best [28] best,things [28] things,coming [28] coming,ott [28] ott,zee5shows [28] vootselect,#rubinadilaik Top Word Pairs in Tweet in G6:
[44] world,first [44] first,full [44] full,scale [30] yurii,shchyhol [28] russo,ukrainian [28] ukrainian,war [28] writes,yurii [27] war,world [26] scale,#cyberwar [26] #cyberwar,writes Top Word Pairs in Tweet in G7:
[71] #anonymous,hacktivists [71] hacktivists,leaked [71] leaked,another [71] another,trove [71] trove,data [71] data,time [71] time,1tb [71] 1tb,worth [71] worth,data [71] data,emails Top Word Pairs in Tweet in G8:
[14] cybertheft,money [14] money,cyberwar [14] cyberwar,conducted [14] conducted,nation [14] nation,state [14] state,way [14] way,conceivably [14] conceivably,called [13] kimzetter,cybertheft [9] cyberwar,nobody Top Word Pairs in Tweet in G9:
[52] 29,bedeutet [52] bedeutet,moderne [52] moderne,kriegsführung [52] kriegsführung,frage [52] frage,denkt [52] denkt,wohl [52] wohl,jeder [52] jeder,eher [52] eher,drohnen [52] drohnen,cyberwar Top Word Pairs in Tweet in G10:
[50] 2014,very [50] very,fortunate [50] fortunate,reason [50] reason,see [50] see,putin [50] putin,declare [50] declare,cyberwar [50] cyberwar,america [50] america,words [50] words,rocked Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: