The graph represents a network of 1,586 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, 29 August 2022 at 06:34 UTC.
The requested start date was Monday, 29 August 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, 44-minute period from Monday, 15 August 2022 at 00:12 UTC to Sunday, 28 August 2022 at 23:57 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 : 1586
Unique Edges : 1026
Edges With Duplicates : 3894
Total Edges : 4920
Number of Edge Types : 5
Tweet : 707
Retweet : 1711
MentionsInRetweet : 1960
Mentions : 426
Replies to : 116
Self-Loops : 831
Reciprocated Vertex Pair Ratio : 0.0220959595959596
Reciprocated Edge Ratio : 0.0432365657813465
Connected Components : 458
Single-Vertex Connected Components : 287
Maximum Vertices in a Connected Component : 603
Maximum Edges in a Connected Component : 3314
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.747448
Graph Density : 0.000644042310278024
Modularity : 0.34082
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,586 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, 29 August 2022 at 06:34 UTC.
The requested start date was Monday, 29 August 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, 44-minute period from Monday, 15 August 2022 at 00:12 UTC to Sunday, 28 August 2022 at 23:57 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:
[782] #cyberwar,#cybercrime [480] #cybercrime,#cyber [364] #cyber,#hacker [233] #hacker,#privacy [162] #privacy,#apt [148] ukraine,cyberwar [129] #apt,#bot [120] russia,ukraine [111] #bot,#ciso [87] #python,#javascript Top Word Pairs in Tweet in G1:
[88] ukraine,cyberwar [61] russia,ukraine [42] perpetual,cyberwar [42] leaders,fear [41] 77,security [41] security,leaders [37] fear,re [36] re,perpetual [34] linked,groups [34] groups,target Top Word Pairs in Tweet in G2:
[162] #cyberwar,#cybercrime [94] #cybercrime,#cyber [70] #cyber,#hacker [37] #hacker,#privacy [21] #privacy,#apt [21] russia,ukraine [19] #cybersecurity,#infosec [16] security,pros [16] pros,believe [16] believe,cybersecurity Top Word Pairs in Tweet in G3:
[60] scada,hacking [44] cyberwar,against [44] against,russia [37] #scada,#ics [37] #ics,#scadahacking [30] good,example [30] example,scada [30] hacking,context [30] context,cyberwar [30] russia,great Top Word Pairs in Tweet in G4:
[601] #cyberwar,#cybercrime [373] #cybercrime,#cyber [281] #cyber,#hacker [187] #hacker,#privacy [136] #privacy,#apt [111] #apt,#bot [98] #bot,#ciso [82] #python,#javascript [81] #opensource,#python [79] #infosec,#opensource Top Word Pairs in Tweet in G5:
[12] watch,adam_cyber [12] adam_cyber,crowdstrike's [12] crowdstrike's,head [12] head,intelligence [12] intelligence,video [12] video,roundtable [12] roundtable,thought [12] thought,leaders [12] leaders,discuss [12] discuss,lessons Top Word Pairs in Tweet in G6:
[4] potus,joebiden [4] usnato,nato [4] youtube,#armenchibukhchyan [4] #pashinyan,#aliev [4] #aliev,#erdogan [4] #politics,#news [4] #news,#putin [4] russia,committed [4] committed,cyberwar [4] cyberwar,crime Top Word Pairs in Tweet in G7:
[6] latest,edition [6] edition,changelog [6] changelog,newsletter [6] newsletter,featuring [6] featuring,lorenzofb's [6] lorenzofb's,signal [6] signal,scare [6] scare,cyber [6] cyber,insurers' [6] insurers',warfare Top Word Pairs in Tweet in G8:
[13] ll,mail [13] mail,cyberwar [13] cyberwar,veteran [13] veteran,pin [13] pin,anyone [13] anyone,matches [13] matches,donation [12] johnhultquist,ll [8] gif,representation [8] representation,current Top Word Pairs in Tweet in G9:
[19] book,bots [19] bots,against [19] against,short [19] short,true [19] true,very [19] very,important [19] important,understand [19] understand,hot [19] hot,information [19] information,war Top Word Pairs in Tweet in G10:
[7] finished,beaut [7] beaut,rorycormac [7] rorycormac,today [7] today,really [7] really,excellent [7] excellent,read [7] read,refreshingly [7] refreshingly,non [7] non,hyperbolic [7] hyperbolic,section Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: