The graph represents a network of 1,144 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, 16 August 2021 at 06:21 UTC.
The requested start date was Monday, 16 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, 21-hour, 39-minute period from Monday, 02 August 2021 at 01:45 UTC to Sunday, 15 August 2021 at 23:25 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 : 1144
Unique Edges : 793
Edges With Duplicates : 2623
Total Edges : 3416
Number of Edge Types : 5
Replies to : 179
Retweet : 1036
MentionsInRetweet : 1285
Tweet : 557
Mentions : 359
Self-Loops : 600
Reciprocated Vertex Pair Ratio : 0.0259319286871961
Reciprocated Edge Ratio : 0.0505529225908373
Connected Components : 257
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 372
Maximum Edges in a Connected Component : 2128
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.348972
Graph Density : 0.000968191913073803
Modularity : 0.370794
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,144 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, 16 August 2021 at 06:21 UTC.
The requested start date was Monday, 16 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, 21-hour, 39-minute period from Monday, 02 August 2021 at 01:45 UTC to Sunday, 15 August 2021 at 23:25 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:
[405] #cybersecuritynews,#cyber [293] #cyber,#cybersecurity [257] #cybersecurity,#cyberattacks [241] #cyberattacks,#cyberwar [236] #cyberwar,#apt [233] #apt,#securitybreach [233] #securitybreach,#malware [233] #malware,#zeroday [233] #zeroday,#hacker [232] #hacker,#breach Top Word Pairs in Tweet in G1:
[396] #cybersecuritynews,#cyber [293] #cyber,#cybersecurity [257] #cybersecurity,#cyberattacks [240] #cyberattacks,#cyberwar [236] #cyberwar,#apt [233] #apt,#securitybreach [233] #securitybreach,#malware [233] #malware,#zeroday [233] #zeroday,#hacker [232] #hacker,#breach Top Word Pairs in Tweet in G2:
[24] #ข,าวว [12] #ข,าว [12] าว,#ข [12] าวว,นน [12] นน,#ข [12] าวว,นใหม [12] นใหม,#ข [12] #ข,าวหน [12] าวหน,า1 [11] marine,corps Top Word Pairs in Tweet in G3:
[87] scada,hacking [75] three_cube,scada [55] hacking,important [55] #scada,#scadahacking [52] #scadahacking,#ics [35] scada,ics [31] #scada,#ics [31] #ics,#scadahacking [31] #ics,#cyberwar [28] security,issue Top Word Pairs in Tweet in G4:
[3] chinascanada,shawningarmor [3] shawningarmor,glennkirschner2 [3] glennkirschner2,agrichard1 [3] agrichard1,ngl97230373 [3] ngl97230373,secblinken [3] secblinken,statedept [3] statedept,potus [3] potus,tedcruz [2] jennycohn1,democracylive [2] democracylive,psst Top Word Pairs in Tweet in G5:
[6] cyberwar_army,die [6] die,überarbeitung [4] fuck,sieht [4] sieht,die [4] die,plattform [4] plattform,gut [4] gut,cyberwar_army [4] überarbeitung,echt [4] echt,gelohnt [4] gelohnt,empfehle Top Word Pairs in Tweet in G6:
[34] zartonkmedia,documentary [34] documentary,azerbaijan [34] azerbaijan,illegal [34] illegal,use [34] use,white [34] white,phosphorus [34] phosphorus,burn [34] burn,armenian [34] armenian,people [34] people,wildlife Top Word Pairs in Tweet in G7:
[26] siganme,fa [15] #solo98,#cyberwar [14] fa,#solo97 [14] #solo97,#cyberwar [12] fa,#solo98 [5] santana16138822,siganme [4] mrelegantesv,nayibbukele [4] nayibbukele,siganme [4] santana17sep,mrelegantesv [4] mrelegantesv,siganme Top Word Pairs in Tweet in G8:
[7] salvesayson,ellina_gen [7] ellina_gen,wengcookie [7] wengcookie,tropaldubcavite [7] tropaldubcavite,traifalgar1462 [7] traifalgar1462,maelenanieto [7] maelenanieto,annabelle_celis [7] annabelle_celis,elekmyco [7] elekmyco,r79perfect [6] cpjayloni,salvesayson Top Word Pairs in Tweet in G9:
[10] cyberwar,leadership [9] heidi_cuda,cyberwar [8] leadership,against [8] against,enemy [8] enemy,steps [8] steps,ahead [8] ahead,don [8] don,zoom [8] zoom,look [7] rear,areas Top Word Pairs in Tweet in G10:
[8] #북한,#northkorea [6] #thallium,#pdf_exploit [6] #northkorea,#탈륨 [6] #탈륨,#thallium [6] timele9527,cyberwar_15 [5] #kimsuky,#apt [5] #apt,web [5] web,spec [5] spec,kr [5] kr,8e3ec50ec7a50a7515de73b6f0b6e408 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: