The graph represents a network of 2,023 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, 12 September 2022 at 06:34 UTC.
The requested start date was Monday, 12 September 2022 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, 55-minute period from Monday, 29 August 2022 at 00:36 UTC to Sunday, 11 September 2022 at 22:32 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 : 2023
Unique Edges : 1327
Edges With Duplicates : 3791
Total Edges : 5118
Number of Edge Types : 5
Retweet : 1699
MentionsInRetweet : 2120
Mentions : 396
Replies to : 133
Tweet : 770
Self-Loops : 871
Reciprocated Vertex Pair Ratio : 0.0108747044917258
Reciprocated Edge Ratio : 0.0215154349859682
Connected Components : 525
Single-Vertex Connected Components : 350
Maximum Vertices in a Connected Component : 847
Maximum Edges in a Connected Component : 3392
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.728103
Graph Density : 0.000522673723006396
Modularity : 0.436325
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,023 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, 12 September 2022 at 06:34 UTC.
The requested start date was Monday, 12 September 2022 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, 55-minute period from Monday, 29 August 2022 at 00:36 UTC to Sunday, 11 September 2022 at 22:32 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:
[378] #cyberwar,#cybercrime [264] #cybercrime,#cyber [165] #cyber,#hacker [134] pays,act [129] act,cyberwar [124] muellershewrote,flygirlfly625 [124] flygirlfly625,brought [124] brought,putin [124] putin,signed [124] signed,docs Top Word Pairs in Tweet in G1:
[91] pays,act [89] act,cyberwar [26] cyberwar,wired [24] ukraine,cyberwar [22] see,more [21] wired,see [21] ù,ø [20] 77,security [20] security,leaders [20] leaders,fear Top Word Pairs in Tweet in G2:
[373] #cyberwar,#cybercrime [259] #cybercrime,#cyber [163] #cyber,#hacker [117] #hacker,#privacy [102] #privacy,#apt [90] #apt,#bot [79] #bot,#ciso [52] #cyberattack,#cybersecurity [50] #opensource,#python [49] #infosec,#opensource Top Word Pairs in Tweet in G3:
[124] muellershewrote,flygirlfly625 [124] flygirlfly625,brought [124] brought,putin [124] putin,signed [124] signed,docs [124] docs,including [124] including,declaration [124] declaration,attacking [123] baddcompani,muellershewrote Top Word Pairs in Tweet in G4:
[108] under,trump [108] trump,gop [108] gop,became [108] became,pro [108] pro,kremlin [108] kremlin,anti [108] anti,nato [108] nato,party [108] party,trump [108] trump,sent Top Word Pairs in Tweet in G5:
[50] #scada,#ics [36] #ics,#scadahacking [28] scada,hacking [27] interview,david [27] david,bombal [25] three_cube,scada [25] õ,õ [21] against,russia [20] #slavaukraini,#stopputinnow [20] scada,ics Top Word Pairs in Tweet in G6:
[36] œthe,cyberwar [36] cyberwar,unleashed [36] unleashed,russia [36] russia,against [36] against,ukraine [36] ukraine,showed [36] showed,importance [36] importance,uniting [36] uniting,international [36] international,community Top Word Pairs in Tweet in G7:
[38] extremely,important [38] important,#informationwarfare [38] #informationwarfare,#cyberwar [38] #cyberwar,#hybridwar [38] #hybridwar,#russians [38] #russians,run [38] run,#troll [38] #troll,farms [38] farms,sway [38] sway,public Top Word Pairs in Tweet in G8:
[20] fridays,launder [20] launder,cyberwar [20] cyberwar,memes [20] memes,friends [19] chicagocyber,fridays [10] tylabs,#cyberwar [6] sleeping,iranian [6] iranian,state [6] state,nexus [6] nexus,ransomware Top Word Pairs in Tweet in G9:
[17] bots,against [13] book,bots [13] short,true [13] true,very [13] very,important [13] important,understand [13] understand,hot [13] hot,information [13] information,war [12] ideagov,book Top Word Pairs in Tweet in G10:
[8] ultimately,use [8] use,insurance [8] insurance,handle [8] handle,cyber [8] cyber,risks [8] risks,way [8] way,deal [8] deal,many [8] many,expensive [8] expensive,types 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 G5:
Top Replied-To in G6:
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:
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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 G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: