The graph represents a network of 6,487 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, 28 December 2020 at 07:23 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 : 6487
Unique Edges : 1833
Edges With Duplicates : 13468
Total Edges : 15301
Number of Edge Types : 5
Replies to : 391
Mentions : 835
Retweet : 6314
MentionsInRetweet : 6914
Tweet : 847
Self-Loops : 891
Reciprocated Vertex Pair Ratio : 0.00629380632241453
Reciprocated Edge Ratio : 0.0125088841506752
Connected Components : 445
Single-Vertex Connected Components : 212
Maximum Vertices in a Connected Component : 5374
Maximum Edges in a Connected Component : 13694
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.869037
Graph Density : 0.000167202689731559
Modularity : 0.41731
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,487 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, 28 December 2020 at 07:23 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:
[1744] doing,putin [1744] putin,bidding [1744] bidding,russia [1744] russia,wages [1744] wages,war [1744] war,yes [1744] yes,cyberwar [1744] cyberwar,war [1744] war,obvious [1744] obvious,trump Top Word Pairs in Tweet in G2:
[898] single,word [898] word,criticism [449] criticism,putin [449] putin,single [449] criticism,russian [449] russian,cyberwar [449] cyberwar,against [449] against,nation [448] stevenbeschloss,single [19] 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:
[41] cyberwar,china [32] general,vallely [32] vallely,warns [32] warns,republic [32] republic,hinges [32] hinges,overturning [32] overturning,election [32] election,coup [32] coup,ending [32] 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:
[213] tophat's,due [213] due,diligence [213] diligence,protected [213] protected,solarwinds [213] solarwinds,cyber [213] cyber,supply [213] supply,chain [213] chain,attack [213] attack,time [212] 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:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: