The graph represents a network of 6,488 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, 29 December 2020 at 07:18 UTC.
The requested start date was Monday, 28 December 2020 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 9-day, 3-hour, 7-minute period from Friday, 18 December 2020 at 21:40 UTC to Monday, 28 December 2020 at 00:48 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 : 6488
Unique Edges : 1836
Edges With Duplicates : 13464
Total Edges : 15300
Number of Edge Types : 5
Replies to : 391
Mentions : 835
Retweet : 6312
MentionsInRetweet : 6913
Tweet : 849
Self-Loops : 893
Reciprocated Vertex Pair Ratio : 0.00629470672389127
Reciprocated Edge Ratio : 0.0125106624964458
Connected Components : 447
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 5372
Maximum Edges in a Connected Component : 13689
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.870087
Graph Density : 0.000167127387659698
Modularity : 0.417395
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,488 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, 29 December 2020 at 07:18 UTC.
The requested start date was Monday, 28 December 2020 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 9-day, 3-hour, 7-minute period from Friday, 18 December 2020 at 21:40 UTC to Monday, 28 December 2020 at 00:48 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:
[1837] cyberwar,war [1830] yes,cyberwar [1828] obvious,trump [1826] doing,putin [1826] putin,bidding [1826] bidding,russia [1826] russia,wages [1826] wages,war [1826] war,yes [1826] war,obvious Top Word Pairs in Tweet in G1:
[1745] doing,putin [1745] putin,bidding [1745] bidding,russia [1745] russia,wages [1745] wages,war [1745] war,yes [1745] yes,cyberwar [1745] cyberwar,war [1745] war,obvious [1745] obvious,trump Top Word Pairs in Tweet in G2:
[890] single,word [890] word,criticism [445] criticism,putin [445] putin,single [445] criticism,russian [445] russian,cyberwar [445] cyberwar,against [445] against,nation [444] stevenbeschloss,single [18] tribelaw,doing Top Word Pairs in Tweet in G3:
[367] lawyer,make [367] make,novel [367] novel,challenge [367] challenge,pardon [367] pardon,brief [367] brief,arguments [367] arguments,above [367] above,argue [366] sethabramson,lawyer [366] argue,pa Top Word Pairs in Tweet in G4:
[42] cyberwar,china [33] general,vallely [33] vallely,warns [33] warns,republic [33] republic,hinges [33] hinges,overturning [33] overturning,election [33] election,coup [33] coup,ending [33] ending,cyberwar Top Word Pairs in Tweet in G5:
[19] complicates,strategy [18] russia's,hack [18] hack,cyberwar [18] cyberwar,complicates [13] cyberwar,muslim [10] anonymous,cyberwar [6] cyberwar,ai [5] strategy,wired [5] ghost,shell [5] shell,nails Top Word Pairs in Tweet in G6:
[212] tophat's,due [212] due,diligence [212] diligence,protected [212] protected,solarwinds [212] solarwinds,cyber [212] cyber,supply [212] supply,chain [212] chain,attack [212] attack,time [211] tophatsecurity1,tophat's Top Word Pairs in Tweet in G7:
[355] #cybersecuritynews,#cyber [280] #cybersecurity,#hacker [218] #cyber,#cybersecurity [171] cyberdomain,#cybersecurity [167] #cybersecurity,#cyberattacks [160] #cyberattacks,#cyberwar [154] #cyberwar,#apt [153] #apt,#securitybreach [153] #securitybreach,#malware [153] #malware,#zeroday Top Word Pairs in Tweet in G8:
[165] biden,administration [165] administration,tasked [165] tasked,booting [165] booting,hackers [165] hackers,systems [165] systems,spent [165] spent,months [165] months,burrowing [164] natashabertrand,biden [164] burrowing,det Top Word Pairs in Tweet in G9:
[101] urgent,cyberwar [101] cyberwar,suggestion [101] suggestion,joebiden [101] joebiden,january [101] january,20 [101] 20,2021 [101] 2021,end [101] end,long [101] long,standing [101] standing,practice Top Word Pairs in Tweet in G10:
[120] one,admittedly [120] admittedly,outlandish [120] outlandish,possibility [120] possibility,state [120] state,sponsored [120] sponsored,attack [120] attack,perhaps [120] perhaps,russia [120] russia,part [120] part,escalating Top Replied-To in Entire Graph:
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Top Replied-To in G7:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: