The graph represents a network of 2,022 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, 24 August 2020 at 06:18 UTC.
The requested start date was Monday, 24 August 2020 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 12-day, 6-hour, 12-minute period from Monday, 10 August 2020 at 00:03 UTC to Saturday, 22 August 2020 at 06:16 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 : 2022
Unique Edges : 1496
Edges With Duplicates : 12043
Total Edges : 13539
Number of Edge Types : 5
Retweet : 3957
MentionsInRetweet : 5245
Tweet : 2402
Mentions : 1717
Replies to : 218
Self-Loops : 2487
Reciprocated Vertex Pair Ratio : 0.0284710017574692
Reciprocated Edge Ratio : 0.0553656869446343
Connected Components : 253
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 1313
Maximum Edges in a Connected Component : 12491
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.480424
Graph Density : 0.000716022808972652
Modularity : 0.209233
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,022 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, 24 August 2020 at 06:18 UTC.
The requested start date was Monday, 24 August 2020 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 12-day, 6-hour, 12-minute period from Monday, 10 August 2020 at 00:03 UTC to Saturday, 22 August 2020 at 06:16 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:
[872] #cybersecurity,#hacker [571] cyberdomain,#cybersecurity [349] #infosec,#security [220] #security,#cybersecurity [189] against,terrorism [165] maher_iam,ali_cyberwar [165] ali_cyberwar,mbinsana [165] mbinsana,zahrah03959662 [156] team4pakistan,eijaz_pirzada [156] eijaz_pirzada,maher_iam Top Word Pairs in Tweet in G1:
[177] against,terrorism [115] war,against [108] independence,day [80] کے,لئے [74] terrorism,#terrorismtopeace [55] pakistan,army [52] پاکستان,کی [52] armed,forces [48] #pehchanpakistan,pakistan [47] youth,pakistan Top Word Pairs in Tweet in G2:
[870] #cybersecurity,#hacker [569] cyberdomain,#cybersecurity [347] #infosec,#security [220] #security,#cybersecurity [140] #cybersecurity,#databreach [94] #databreach,#dataprotection [85] #cyberwar,#hacker [85] #hackers,#cyberwar [85] #spam,#ransomware [85] #ransomware,#scam Top Word Pairs in Tweet in G3:
[10] cyberwar,russia [8] covid,19 [8] gives,russia [8] russia,waging [8] waging,cyberwar [8] cyberwar,trump's [8] trump's,intelligence [8] intelligence,community [8] community,permitting [8] permitting,framing Top Word Pairs in Tweet in G4:
[7] turkish,hackers [7] cyberwar,algoritme [7] criminal,embedsmen [6] cyberwar,against [6] groupe,domesticating [5] psych,cyberwar [5] magnetic,resonance [4] #cybersecurity,#cyberwar [4] cyberwar,resumes [4] anonymous,greece Top Word Pairs in Tweet in G5:
[87] treason,specifically [87] specifically,defined [87] defined,giving [87] giving,aid [87] aid,comfort [87] comfort,someone [87] someone,war [87] war,russia [87] russia,cyberwar [86] ifindkarma,treason Top Word Pairs in Tweet in G6:
[91] scada,hacking [76] cyber,war [65] scada,ics [60] three_cube,scada [48] #scadahacking,#cyberwar [38] #scada,#scadahacking [38] hacking,security [38] brink,cyber [38] war,cyber [38] war,focus Top Word Pairs in Tweet in G7:
[163] maher_iam,ali_cyberwar [163] ali_cyberwar,mbinsana [163] mbinsana,zahrah03959662 [154] team4pakistan,eijaz_pirzada [154] eijaz_pirzada,maher_iam [128] f4fb,team4pakistan [113] #tfp_promotion,lis3 [105] lis3,f4fb [97] khalidjoya7,#tfp_promotion [97] zahrah03959662,shanawar Top Word Pairs in Tweet in G8:
[3] cyberwar,raygonewild [3] dnvolz,cyberwar [3] stiennon,cyberwar [2] register,iiar [2] iiar,gt [2] gt,discussion [2] discussion,stiennon [2] stiennon,lludovic [2] lludovic,richard [2] richard,book Top Word Pairs in Tweet in G9:
[23] russian,military [21] military,used [21] used,computer [21] computer,servers [21] servers,leased [21] leased,third [21] third,party [21] party,providers [21] providers,over [21] over,world Top Word Pairs in Tweet in G10:
[2] maritabeans,salty_dawg69 [2] salty_dawg69,hankmullaney [2] hankmullaney,artoria11820642 [2] artoria11820642,blcartwright [2] blcartwright,chriswray3 [2] chriswray3,sc_lorraine [2] sc_lorraine,steves006 [2] steves006,nhmommy1 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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:
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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 G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G10: