The graph represents a network of 1,198 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, 09 August 2021 at 06:24 UTC.
The requested start date was Monday, 09 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, 37-minute period from Monday, 26 July 2021 at 02:47 UTC to Sunday, 08 August 2021 at 23:24 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 : 1198
Unique Edges : 702
Edges With Duplicates : 3116
Total Edges : 3818
Number of Edge Types : 5
Replies to : 210
Mentions : 449
Retweet : 1223
MentionsInRetweet : 1399
Tweet : 537
Self-Loops : 576
Reciprocated Vertex Pair Ratio : 0.0230073952341824
Reciprocated Edge Ratio : 0.0449799196787149
Connected Components : 279
Single-Vertex Connected Components : 115
Maximum Vertices in a Connected Component : 379
Maximum Edges in a Connected Component : 2520
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 4.231459
Graph Density : 0.000868197204195798
Modularity : 0.330062
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,198 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, 09 August 2021 at 06:24 UTC.
The requested start date was Monday, 09 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, 37-minute period from Monday, 26 July 2021 at 02:47 UTC to Sunday, 08 August 2021 at 23:24 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:
[486] #cybersecuritynews,#cyber [323] #cyber,#cybersecurity [275] #cybersecurity,#cyberattacks [261] #cyberattacks,#cyberwar [245] #cyberwar,#apt [228] #apt,#securitybreach [228] #securitybreach,#malware [228] #malware,#zeroday [228] #zeroday,#hacker [227] #hacker,#breach Top Word Pairs in Tweet in G1:
[470] #cybersecuritynews,#cyber [320] #cyber,#cybersecurity [275] #cybersecurity,#cyberattacks [260] #cyberattacks,#cyberwar [245] #cyberwar,#apt [228] #apt,#securitybreach [228] #securitybreach,#malware [228] #malware,#zeroday [228] #zeroday,#hacker [227] #hacker,#breach Top Word Pairs in Tweet in G2:
[12] marine,corps [12] corps,launches [12] launches,cyberwar [11] cyberwar,jobs [11] jobs,marines [9] semper,wifi [8] wifi,marine [6] #det,#livetweet [6] #livetweet,#meetsvitlana [6] #meetsvitlana,#communicativemilitarism Top Word Pairs in Tweet in G3:
[49] ended,shooting [49] shooting,war [49] war,major [49] major,power [49] power,result [49] result,significant [49] significant,#cyberattack [49] #cyberattack,president [48] samirsinh189,ended [44] president,bid Top Word Pairs in Tweet in G4:
[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 G5:
[25] siganme,fa [15] #solo98,#cyberwar [13] fa,#solo97 [13] #solo97,#cyberwar [12] fa,#solo98 [5] santana16138822,siganme [4] santana17sep,mrelegantesv [4] mrelegantesv,siganme [3] follow,follow [3] #cyberwar,vencer Top Word Pairs in Tweet in G6:
[10] heidi_cuda,cyberwar [10] cyberwar,leadership [9] leadership,against [9] against,enemy [9] enemy,steps [9] steps,ahead [9] ahead,don [9] don,zoom [9] zoom,look [8] look,wha Top Word Pairs in Tweet in G7:
[27] key,victory [27] victory,cyberwar [27] cyberwar,detecting [27] detecting,disabling [27] disabling,protracted [27] protracted,adversary [27] adversary,operations [27] operations,art [27] art,cyber [27] cyber,war Top Word Pairs in Tweet in G8:
[17] 21st,century [17] century,warfare [17] warfare,cartoon [17] cartoon,ares [17] ares,#soldier [17] #soldier,#war [17] #war,#pegasus [17] #pegasus,#warfare [17] #warfare,#weapon [17] #weapon,#cyberwar Top Word Pairs in Tweet in G9:
[8] #북한,#northkorea [6] timele9527,cyberwar_15 [5] #thallium,#pdf_exploit [5] ë,ì [5] #northkorea,#탈륨 [5] #탈륨,#thallium [4] #ë,í [4] í,í [4] ì,ë [4] #cybersecuritynews,#cyber Top Word Pairs in Tweet in G10:
[9] präsident,biden [9] biden,cyberattacke [9] cyberattacke,richtigem [9] richtigem,krieg [9] krieg,führen [9] führen,#cybercrime [9] #cybercrime,#cyberwar [8] gefã,lschte [8] lschte,ais [8] ais,schifffahrtsdaten Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: