The graph represents a network of 1,839 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, 21 June 2021 at 06:33 UTC.
The requested start date was Monday, 21 June 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, 22-hour, 22-minute period from Monday, 07 June 2021 at 01:19 UTC to Sunday, 20 June 2021 at 23:41 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 : 1839
Unique Edges : 1107
Edges With Duplicates : 5104
Total Edges : 6211
Number of Edge Types : 5
Retweet : 2088
MentionsInRetweet : 2416
Tweet : 938
Replies to : 262
Mentions : 507
Self-Loops : 986
Reciprocated Vertex Pair Ratio : 0.0104384133611691
Reciprocated Edge Ratio : 0.0206611570247934
Connected Components : 348
Single-Vertex Connected Components : 162
Maximum Vertices in a Connected Component : 996
Maximum Edges in a Connected Component : 5056
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.416294
Graph Density : 0.000572767169553875
Modularity : 0.317259
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,839 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, 21 June 2021 at 06:33 UTC.
The requested start date was Monday, 21 June 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, 22-hour, 22-minute period from Monday, 07 June 2021 at 01:19 UTC to Sunday, 20 June 2021 at 23:41 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:
[871] #cybersecuritynews,#cyber [691] #cyber,#cybersecurity [579] #cybersecurity,#cyberattacks [513] #cyberattacks,#cyberwar [499] #cyberwar,#apt [480] #apt,#securitybreach [480] #securitybreach,#malware [479] #malware,#zeroday [479] #zeroday,#hacker [476] #hacker,#breach Top Word Pairs in Tweet in G1:
[869] #cybersecuritynews,#cyber [689] #cyber,#cybersecurity [577] #cybersecurity,#cyberattacks [513] #cyberattacks,#cyberwar [499] #cyberwar,#apt [480] #apt,#securitybreach [480] #securitybreach,#malware [479] #malware,#zeroday [479] #zeroday,#hacker [476] #hacker,#breach Top Word Pairs in Tweet in G2:
[10] vladimir,putin [9] cyberwar,russia [8] biden,putin [7] putin,hail [7] hail,positive [7] positive,talks [7] talks,warns [7] warns,cyberwar [6] russia,vladimir [4] america,cyberwar Top Word Pairs in Tweet in G3:
[93] proposal,add [93] add,cyberwarfare [84] nato's,article [81] cyberwarfare,information [74] information,warfare [73] warfare,explicitly [67] explicitly,nato's [62] article,need [62] need,deal [61] deal,russia's Top Word Pairs in Tweet in G4:
[47] globally,major [47] major,banks [47] banks,airlines [47] airlines,face [47] face,online [47] online,services [47] services,outage [47] outage,week [47] week,earlier [47] earlier,saw Top Word Pairs in Tweet in G5:
[67] #threatactors,care [67] care,anonymous [67] anonymous,many [67] many,draw [67] draw,large [67] large,amounts [67] amounts,attention [67] attention,crimes [67] crimes,dissected [66] radware,#threatactors Top Word Pairs in Tweet in G6:
[3] under,attack [3] nuclear,weapons [2] honegger,srfnews [2] srfnews,moleskine [2] moleskine,sebramspeck [2] #putin,#cyberwar [2] hit,back [2] joebiden,elections [2] elections,legislative [2] legislative,process Top Word Pairs in Tweet in G7:
[68] scada,hacking [55] three_cube,scada [47] scada,ics [42] #scada,#ics [42] #ics,#scadahacking [42] #scadahacking,#cyberwar [37] hacking,important [37] important,scada [37] ics,hacks [37] hacks,history Top Word Pairs in Tweet in G8:
[33] 2014,watched [33] watched,putin [33] putin,declare [33] declare,cyberwar [33] cyberwar,america [33] america,democracy [33] democracy,bird [33] bird,come [33] come,home [33] home,roost Top Word Pairs in Tweet in G9:
[36] web,outage [36] outage,going [36] going,right [36] right,twitch [36] twitch,reddit [36] reddit,amazon [36] amazon,verge [36] verge,down [36] down,looks [36] looks,key Top Word Pairs in Tweet in G10:
[39] edge,cyberwar [39] cyberwar,interesting [39] interesting,well [39] well,played [38] selectedwisdom,edge [2] #psyops,#cyberwar [2] kinda,think [2] think,owners [2] owners,nbcuniversal [2] nbcuniversal,putin Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: