The graph represents a network of 2,035 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, 19 September 2022 at 06:33 UTC.
The requested start date was Monday, 19 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 12-day, 23-hour, 17-minute period from Monday, 05 September 2022 at 00:17 UTC to Saturday, 17 September 2022 at 23:35 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 : 2035
Unique Edges : 1390
Edges With Duplicates : 3840
Total Edges : 5230
Number of Edge Types : 5
Retweet : 1668
MentionsInRetweet : 2247
Tweet : 745
Mentions : 439
Replies to : 131
Self-Loops : 823
Reciprocated Vertex Pair Ratio : 0.00980392156862745
Reciprocated Edge Ratio : 0.0194174757281553
Connected Components : 516
Single-Vertex Connected Components : 333
Maximum Vertices in a Connected Component : 1077
Maximum Edges in a Connected Component : 3924
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 6.326031
Graph Density : 0.000547450104972229
Modularity : 0.449506
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,035 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, 19 September 2022 at 06:33 UTC.
The requested start date was Monday, 19 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 12-day, 23-hour, 17-minute period from Monday, 05 September 2022 at 00:17 UTC to Saturday, 17 September 2022 at 23:35 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:
[413] #cyberwar,#cybercrime [288] #cybercrime,#cyber [188] ukraine,cyberwar [184] #cyber,#hacker [169] sounds,winning [154] chief,sounds [151] cyberwar,chief [126] muellershewrote,flygirlfly625 [126] flygirlfly625,brought [126] brought,putin Top Word Pairs in Tweet in G1:
[109] ukraine,cyberwar [107] chief,sounds [107] sounds,winning [106] cyberwar,chief [16] cyberwar,goes [16] goes,global [15] iran,cyberwar [13] sandworm,cyberwar [11] yurii,shchyhol [10] rare,interview Top Word Pairs in Tweet in G2:
[402] #cyberwar,#cybercrime [280] #cybercrime,#cyber [181] #cyber,#hacker [116] #hacker,#privacy [113] #privacy,#apt [80] #apt,#bot [77] #bot,#ciso [61] #cyberattack,#cybersecurity [57] #ciso,#100daysofcode [53] #cybercrime,#hacker Top Word Pairs in Tweet in G3:
[123] under,trump [123] trump,gop [123] gop,became [123] became,pro [123] pro,kremlin [123] kremlin,anti [123] anti,nato [123] nato,party [123] party,trump [123] trump,sent Top Word Pairs in Tweet in G4:
[122] muellershewrote,flygirlfly625 [122] flygirlfly625,brought [122] brought,putin [122] putin,signed [122] signed,docs [122] docs,including [122] including,declaration [122] declaration,attacking [121] baddcompani,muellershewrote [2] 46,50 Top Word Pairs in Tweet in G5:
[38] ukraine's,cyber [38] cyber,chief [36] wired,ukraine's [33] sounds,winning [25] read,full [25] full,interview [24] chief,warning [24] warning,rest [24] rest,world [24] world,read Top Word Pairs in Tweet in G6:
[3] child,porn [3] teamphil,rttrovousa [3] rttrovousa,tomrose28 [3] tomrose28,marine_staffnco [3] marine_staffnco,dyejane83 [3] dyejane83,ronfilipkowski [3] engaged,cyberwar [3] cyberwar,against [2] english,language [2] american,youth Top Word Pairs in Tweet in G7:
[25] terrymoran,hc_richardson [25] hc_richardson,purpose [25] purpose,cyberwar [25] cyberwar,soften [25] soften,ground [25] ground,hot [25] hot,war [25] war,#warofterror [25] #warofterror,heather [24] jzikah,terrymoran Top Word Pairs in Tweet in G8:
[37] scada,hacking [36] #scada,#ics [34] #ics,#scadahacking [25] õ,õ [24] three_cube,scada [23] against,russia [21] interview,david [21] david,bombal [21] cyberwar,against [19] #scadahacking,#cyberwar Top Word Pairs in Tweet in G9:
[38] theeconomist,iran [34] iran,israel [18] israel,fierce [18] fierce,rivals [18] rivals,frequently [18] frequently,spar [18] spar,over [18] over,iran [18] iran,nuclear [18] nuclear,programme Top Word Pairs in Tweet in G10:
[34] œthe,cyberwar [34] cyberwar,unleashed [34] unleashed,russia [34] russia,against [34] against,ukraine [34] ukraine,showed [34] showed,importance [34] importance,uniting [34] uniting,international [34] international,community Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: