The graph represents a network of 1,769 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, 02 August 2021 at 06:23 UTC.
The requested start date was Monday, 02 August 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, 20-hour, 33-minute period from Monday, 19 July 2021 at 01:08 UTC to Sunday, 01 August 2021 at 21:41 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 : 1769
Unique Edges : 1094
Edges With Duplicates : 4251
Total Edges : 5345
Number of Edge Types : 5
Retweet : 1759
MentionsInRetweet : 2063
Tweet : 747
Mentions : 555
Replies to : 221
Self-Loops : 792
Reciprocated Vertex Pair Ratio : 0.0204646017699115
Reciprocated Edge Ratio : 0.0401084010840108
Connected Components : 412
Single-Vertex Connected Components : 193
Maximum Vertices in a Connected Component : 636
Maximum Edges in a Connected Component : 3483
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.974035
Graph Density : 0.000589910704465288
Modularity : 0.354927
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,769 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, 02 August 2021 at 06:23 UTC.
The requested start date was Monday, 02 August 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, 20-hour, 33-minute period from Monday, 19 July 2021 at 01:08 UTC to Sunday, 01 August 2021 at 21:41 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:
[692] #cybersecuritynews,#cyber [468] #cyber,#cybersecurity [386] #cybersecurity,#cyberattacks [366] #cyberattacks,#cyberwar [354] #cyberwar,#apt [328] #apt,#securitybreach [327] #securitybreach,#malware [327] #malware,#zeroday [327] #zeroday,#hacker [325] #hacker,#breach Top Word Pairs in Tweet in G1:
[687] #cybersecuritynews,#cyber [467] #cyber,#cybersecurity [385] #cybersecurity,#cyberattacks [365] #cyberattacks,#cyberwar [354] #cyberwar,#apt [328] #apt,#securitybreach [327] #securitybreach,#malware [327] #malware,#zeroday [327] #zeroday,#hacker [325] #hacker,#breach Top Word Pairs in Tweet in G2:
[6] #china,#cyberwar [6] #det,#livetweet [6] #livetweet,#meetsvitlana [6] #meetsvitlana,#communicativemilitarism [5] #communicativemilitarism,#cyberwar [4] #cybersecurity,#cyberwar [4] joe,biden [4] #taiwan,#cyberwar [3] nso,group [3] diaz,canel Top Word Pairs in Tweet in G3:
[46] ended,shooting [46] shooting,war [46] war,major [46] major,power [46] power,result [46] result,significant [46] significant,#cyberattack [46] #cyberattack,president [45] samirsinh189,ended [45] president,bid Top Word Pairs in Tweet in G4:
[65] veteran,cyberwar [64] matthewseiji,veteran Top Word Pairs in Tweet in G5:
[59] dam,breaks [59] breaks,telegraphed [59] telegraphed,selloff [59] selloff,today's [59] today's,message [59] message,buying [59] buying,dip [59] dip,wh [59] wh,ignores [59] ignores,inflation Top Word Pairs in Tweet in G6:
[9] sz,ardde [9] ardde,ndr [9] ndr,wdr [9] wdr,rki_de [9] rki_de,chariteberlin [9] chariteberlin,orf [9] orf,netzpolitik [9] netzpolitik,landnrw [9] landnrw,br_presse [9] br_presse,pei_germany Top Word Pairs in Tweet in G7:
[54] recent,cyberespionage [54] cyberespionage,campaign [54] campaign,researchers [54] researchers,discovered [54] discovered,strongpity [54] strongpity,apt [54] apt,hackers [54] hackers,using [54] using,#android [54] #android,#malware Top Word Pairs in Tweet in G8:
[2] sprzyslp,j2dumfounded [2] j2dumfounded,satirehat [2] satirehat,tentoads4truth [2] tentoads4truth,jillianohana [2] jillianohana,sbmccallister [2] sbmccallister,platoinct [2] platoinct,arapaho415 [2] arapaho415,clearing_fog Top Word Pairs in Tweet in G9:
[23] allies,blame [23] blame,china [23] china,recent [23] recent,major [23] major,hacks [23] hacks,opening [23] opening,front [23] front,cyberwar [23] cyberwar,marquardta [23] marquardta,reports Top Word Pairs in Tweet in G10:
[6] above,manufacturing [6] manufacturing,illusion [6] illusion,oppressive [6] oppressive,exploitative [6] exploitative,imperialist [6] imperialist,status [6] status,quo [6] quo,normal [5] change,good [5] good,tophatsecurity1's Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: